from conf.default import get_cfg_defaults
from Noise2Model.data import preprocessing
from Noise2Model.trainer import get_trainer_class

!gpustat

Merlin                      Wed Sep 10 09:14:19 2025  576.02
[0] NVIDIA GeForce RTX 4090 | 40°C,   0 % |     0 / 24564 MB |
[1] NVIDIA GeForce RTX 4090 | 39°C,   0 % |     0 / 24564 MB |

from torch.cuda import is_available
print(is_available())

True

preprocessing('../_data/Confocal', mode='DENOISER')

 10%|█         | 300/3000 [00:01<00:15, 169.87it/s]

Skipping ../_data/HDF5_confocal_s96_o08/denoiser/ (not empty and overwrite=False)

device = '1'

config = get_cfg_defaults()
config.merge_from_file('../conf/NMFlowGAN_Denoiser2.yaml')

# intialize trainer
trainer = get_trainer_class(config.BASE.trainer)(config)
trainer.set_device(device)
trainer.train()

Prepare training dataloader...

100%|██████████| 150/150 [01:23<00:00,  1.80it/s]

Done!
Prepare validation dataloader...

100%|██████████| 150/150 [02:32<00:00,  1.01s/it]

Done!
Start >>>
.BASE.model: DnCNNFlowGAN
.BASE.trainer: SLDenoisingTrainer
.BASE.seed: 2016309
.BASE.resume: False
.BASE.pretrained: None
.MODEL.input_type: ['clean', 'kwargs']
.MODEL.test_input_type: ['noisy']
.MODEL.DNCNN.channels: 1
.MODEL.DNCNN.num_of_layers: 18
.MODEL.DNCNN.features: 64
.MODEL.UNET.in_channels: 1
.MODEL.UNET.n_classes: 1
.MODEL.UNET.depth: 5
.MODEL.UNET.wf: 6
.MODEL.UNET.padding: True
.MODEL.UNET.batch_norm: False
.MODEL.UNET.up_mode: upconv
.MODEL.UNET.residual: True
.MODEL.UNET.drop_p: 0.0
.MODEL.NMFLOWGAN_CRITIC.in_ch: 3
.MODEL.NMFLOWGAN_CRITIC.nc: 64
.MODEL.NMFLOWGAN_CRITIC.num_bits: 8
.MODEL.NMFLOW.in_ch: 1
.MODEL.NMFLOW.num_bits: 8
.MODEL.NMFLOW.pre_arch: UD
.MODEL.NMFLOW.arch: NE|SAL|SDL|CL2|SAL|SDL|CL2
.MODEL.NMFLOW.ch_exp_coef: 1
.MODEL.NMFLOW.width_exp_coef: 1.334
.MODEL.NMFLOW.conv_net_feats: 16
.MODEL.DNCNNFLOWGAN.pretrained_path: ../_saved_models/nmflowgan_test2/checkpoint/nmflowgan_test2_040.pth
.MODEL.DNCNNFLOWGAN.num_bits: 8
.MODEL.DNCNNFLOWGAN.kwargs_dncnn.channels: 1
.MODEL.DNCNNFLOWGAN.kwargs_dncnn.num_of_layers: 18
.MODEL.DNCNNFLOWGAN.kwargs_dncnn.features: 64
.MODEL.DNCNNFLOWGAN.kwargs_flow.in_ch: 1
.MODEL.DNCNNFLOWGAN.kwargs_flow.num_bits: 8
.MODEL.DNCNNFLOWGAN.kwargs_flow.pre_arch: UD
.MODEL.DNCNNFLOWGAN.kwargs_flow.arch: NE|SAL|SDL|CL2|SAL|SDL|CL2
.MODEL.DNCNNFLOWGAN.kwargs_flow.ch_exp_coef: 1
.MODEL.DNCNNFLOWGAN.kwargs_flow.width_exp_coef: 1.334
.MODEL.DNCNNFLOWGAN.kwargs_flow.conv_net_feats: 16
.MODEL.DNCNNFLOWGAN.kwargs_unet.in_channels: 1
.MODEL.DNCNNFLOWGAN.kwargs_unet.n_classes: 1
.MODEL.DNCNNFLOWGAN.kwargs_unet.depth: 5
.MODEL.DNCNNFLOWGAN.kwargs_unet.wf: 6
.MODEL.DNCNNFLOWGAN.kwargs_unet.padding: True
.MODEL.DNCNNFLOWGAN.kwargs_unet.batch_norm: False
.MODEL.DNCNNFLOWGAN.kwargs_unet.up_mode: upconv
.MODEL.DNCNNFLOWGAN.kwargs_unet.residual: True
.MODEL.DNCNNFLOWGAN.kwargs_unet.drop_p: 0.0
.LOG.session_name: nmflowgan_test2_denoiser
.LOG.interval_iter: 10
.DATA.train_dataset: SIDD_HDF
.DATA.validation_dataset: SIDD_val
.DATA.test_dataset: SIDD_val
.DATA.train_dataset_path: ../_data/HDF5_confocal_s96_o08/denoiser
.DATA.validation_dataset_path: ../_data/HDF5_confocal_s96_o08/noise_gen/test
.DATA.test_dataset_path: ../_data/HDF5_confocal_s96_o08/noise_gen/test
.DATA.output_path: ../_saved_models
.DATA.threads: 0
.DATA.batch_size: 128
.DATA.TRAIN_DATALOADER.add_noise: None
.DATA.TRAIN_DATALOADER.crop_size: None
.DATA.TRAIN_DATALOADER.aug: ['hflip', 'rot']
.DATA.TRAIN_DATALOADER.n_repeat: 1
.DATA.TRAIN_DATALOADER.n_data: None
.DATA.TRAIN_DATALOADER.step: 1
.DATA.TRAIN_DATALOADER.scale: None
.DATA.TRAIN_DATALOADER.path: ../_data/HDF5_confocal_s96_o08/denoiser
.DATA.VALIDATION_DATALOADER.add_noise: None
.DATA.VALIDATION_DATALOADER.crop_size: None
.DATA.VALIDATION_DATALOADER.aug: None
.DATA.VALIDATION_DATALOADER.n_repeat: 1
.DATA.VALIDATION_DATALOADER.n_data: None
.DATA.VALIDATION_DATALOADER.step: 5
.DATA.VALIDATION_DATALOADER.scale: None
.DATA.VALIDATION_DATALOADER.path: ../_data/HDF5_confocal_s96_o08/noise_gen/test
.DATA.TEST_DATALOADER.add_noise: None
.DATA.TEST_DATALOADER.crop_size: None
.DATA.TEST_DATALOADER.aug: None
.DATA.TEST_DATALOADER.n_repeat: 1
.DATA.TEST_DATALOADER.n_data: None
.DATA.TEST_DATALOADER.step: 1
.DATA.TEST_DATALOADER.scale: None
.TRAIN.init_lr: 0.0001
.TRAIN.warmup: False
.TRAIN.warmup_iters: 200
.TRAIN.loss: 1.0*L2Loss
.TRAIN.max_epochs: 30
.TRAIN.tmp_info: []
.TRAIN.LOSS.C2N.gp_lambda: 0.0
.TRAIN.LOSS.C2N.w_stb: 0.0
.TRAIN.NOISE_GENERATOR_TRAINER.generator_iter_step: 5
.TRAIN.NOISE_GENERATOR_TRAINER.critic_noise: False
.OPTIMIZER.type: Adam
.OPTIMIZER.ADAM.betas: [0.9, 0.999]
.SCHEDULER.type: step
.SCHEDULER.STEP.step_size: 5
.SCHEDULER.STEP.gamma: 0.5
.CKPT.save: True
.CKPT.start_epoch: 1
.CKPT.interval_epoch: 1
.VALIDATION.save_image: True
.VALIDATION.start_epoch: 1
.VALIDATION.interval_epoch: 1
.VALIDATION.add_con: 0.5
.VALIDATION.floor: True
.VALIDATION.scale: None
.VALIDATION.using_bits: 8
.TEST.ckpt_epoch: -1
.TEST.test_img: None
.TEST.test_dir: None
.TEST.self_en: None
.TEST.add_con: 0.5
.TEST.save_image: True
.TEST.floor: True
.TEST.crop: False
.TEST.scale: None
.TEST.using_bits: 8
.TEST.proc: False
.TEST.imread: rgb
.TEST.save_dir: ./
.TEST.save_ext: png
.TEST.TEST_DIR.postfix: 
.TEST.TEST_DIR.save_original_img: False
.TEST.TEST_DIR.no_input_frames: 1
.TEST.CROP.size: 256
.TEST.CROP.overlap: 128
.TEST.PROC.bias: 0
.TEST.PROC.blending: 1.0
[  epoch 0001/0030] 0010/4800, lr:1.0e-04 ∣ avg_100 : 6009.946802 ∣ l2loss : 6009.946802 ∣                          
[  epoch 0001/0030] 0020/4800, lr:1.0e-04 ∣ avg_100 : 3578.320578 ∣ l2loss : 1146.694354 ∣          
[  epoch 0001/0030] 0030/4800, lr:1.0e-04 ∣ avg_100 : 2483.137776 ∣ l2loss : 292.772173 ∣ 
[  epoch 0001/0030] 0040/4800, lr:1.0e-04 ∣ avg_100 : 1895.938355 ∣ l2loss : 134.340090 ∣ 
[  epoch 0001/0030] 0050/4800, lr:1.0e-04 ∣ avg_100 : 1535.516377 ∣ l2loss : 93.828468 ∣ 
[  epoch 0001/0030] 0060/4800, lr:1.0e-04 ∣ avg_100 : 1292.798849 ∣ l2loss : 79.211205 ∣ 
[  epoch 0001/0030] 0070/4800, lr:1.0e-04 ∣ avg_100 : 1117.919849 ∣ l2loss : 68.645849 ∣                    
[  epoch 0001/0030] 0080/4800, lr:1.0e-04 ∣ avg_100 : 986.040069 ∣ l2loss : 62.881608 ∣                     
[  epoch 0001/0030] 0090/4800, lr:1.0e-04 ∣ avg_100 : 883.278069 ∣ l2loss : 61.182074 ∣                     
[  epoch 0001/0030] 0100/4800, lr:1.0e-04 ∣ avg_100 : 800.757990 ∣ l2loss : 58.077281 ∣                             
[  epoch 0001/0030] 0110/4800, lr:1.0e-04 ∣ avg_100 : 733.052771 ∣ l2loss : 56.000578 ∣                     
[  epoch 0001/0030] 0120/4800, lr:1.0e-04 ∣ avg_100 : 676.346105 ∣ l2loss : 52.572777 ∣                     
[  epoch 0001/0030] 0130/4800, lr:1.0e-04 ∣ avg_100 : 628.325534 ∣ l2loss : 52.078681 ∣                     
[  epoch 0001/0030] 0140/4800, lr:1.0e-04 ∣ avg_100 : 587.041547 ∣ l2loss : 50.349725 ∣                     
[  epoch 0001/0030] 0150/4800, lr:1.0e-04 ∣ avg_100 : 551.117313 ∣ l2loss : 48.178031 ∣                     
[  epoch 0001/0030] 0160/4800, lr:1.0e-04 ∣ avg_100 : 519.660058 ∣ l2loss : 47.801239 ∣                     
[  epoch 0001/0030] 0170/4800, lr:1.0e-04 ∣ avg_100 : 491.905379 ∣ l2loss : 47.830503 ∣                     
[  epoch 0001/0030] 0180/4800, lr:1.0e-04 ∣ avg_100 : 467.063027 ∣ l2loss : 44.743040 ∣                     
[  epoch 0001/0030] 0190/4800, lr:1.0e-04 ∣ avg_100 : 444.899605 ∣ l2loss : 45.958017 ∣                     
[  epoch 0001/0030] 0200/4800, lr:1.0e-04 ∣ avg_100 : 424.884429 ∣ l2loss : 44.596076 ∣                     
[  epoch 0001/0030] 0210/4800, lr:1.0e-04 ∣ avg_100 : 406.701486 ∣ l2loss : 43.042633 ∣                     
[  epoch 0001/0030] 0220/4800, lr:1.0e-04 ∣ avg_100 : 390.169076 ∣ l2loss : 42.988470 ∣                     
[  epoch 0001/0030] 0230/4800, lr:1.0e-04 ∣ avg_100 : 374.998633 ∣ l2loss : 41.248874 ∣                     
[  epoch 0001/0030] 0240/4800, lr:1.0e-04 ∣ avg_100 : 361.203534 ∣ l2loss : 43.916259 ∣                     
[  epoch 0001/0030] 0250/4800, lr:1.0e-04 ∣ avg_100 : 348.390635 ∣ l2loss : 40.881072 ∣ 
[  epoch 0001/0030] 0260/4800, lr:1.0e-04 ∣ avg_100 : 336.588696 ∣ l2loss : 41.540217 ∣ 
[  epoch 0001/0030] 0270/4800, lr:1.0e-04 ∣ avg_100 : 325.565455 ∣ l2loss : 38.961179 ∣ 
[  epoch 0001/0030] 0280/4800, lr:1.0e-04 ∣ avg_100 : 315.368228 ∣ l2loss : 40.043117 ∣ 
[  epoch 0001/0030] 0290/4800, lr:1.0e-04 ∣ avg_100 : 305.871225 ∣ l2loss : 39.955146 ∣ 
[  epoch 0001/0030] 0300/4800, lr:1.0e-04 ∣ avg_100 : 297.010750 ∣ l2loss : 40.056972 ∣ 
[  epoch 0001/0030] 0310/4800, lr:1.0e-04 ∣ avg_100 : 288.704211 ∣ l2loss : 39.508033 ∣ 
[  epoch 0001/0030] 0320/4800, lr:1.0e-04 ∣ avg_100 : 280.922988 ∣ l2loss : 39.705064 ∣ 
[  epoch 0001/0030] 0330/4800, lr:1.0e-04 ∣ avg_100 : 273.663750 ∣ l2loss : 41.368148 ∣ 
[  epoch 0001/0030] 0340/4800, lr:1.0e-04 ∣ avg_100 : 266.803102 ∣ l2loss : 40.401729 ∣ 
[  epoch 0001/0030] 0350/4800, lr:1.0e-04 ∣ avg_100 : 260.293084 ∣ l2loss : 38.952455 ∣ 
[  epoch 0001/0030] 0360/4800, lr:1.0e-04 ∣ avg_100 : 254.199117 ∣ l2loss : 40.910285 ∣ 
[  epoch 0001/0030] 0370/4800, lr:1.0e-04 ∣ avg_100 : 248.386771 ∣ l2loss : 39.142321 ∣ 
[  epoch 0001/0030] 0380/4800, lr:1.0e-04 ∣ avg_100 : 242.844853 ∣ l2loss : 37.793876 ∣ 
[  epoch 0001/0030] 0390/4800, lr:1.0e-04 ∣ avg_100 : 237.536983 ∣ l2loss : 35.837933 ∣ 
[  epoch 0001/0030] 0400/4800, lr:1.0e-04 ∣ avg_100 : 232.549545 ∣ l2loss : 38.039432 ∣ 
[  epoch 0001/0030] 0410/4800, lr:1.0e-04 ∣ avg_100 : 227.807334 ∣ l2loss : 38.118911 ∣ 
[  epoch 0001/0030] 0420/4800, lr:1.0e-04 ∣ avg_100 : 223.243779 ∣ l2loss : 36.138037 ∣ 
[  epoch 0001/0030] 0430/4800, lr:1.0e-04 ∣ avg_100 : 218.920693 ∣ l2loss : 37.351054 ∣ 
[  epoch 0001/0030] 0440/4800, lr:1.0e-04 ∣ avg_100 : 214.816115 ∣ l2loss : 38.319278 ∣ 
[  epoch 0001/0030] 0450/4800, lr:1.0e-04 ∣ avg_100 : 210.861902 ∣ l2loss : 36.876545 ∣ 
[  epoch 0001/0030] 0460/4800, lr:1.0e-04 ∣ avg_100 : 207.055321 ∣ l2loss : 35.759162 ∣ 
[  epoch 0001/0030] 0470/4800, lr:1.0e-04 ∣ avg_100 : 203.401054 ∣ l2loss : 35.304779 ∣ 
[  epoch 0001/0030] 0480/4800, lr:1.0e-04 ∣ avg_100 : 199.872566 ∣ l2loss : 34.033621 ∣ 
[  epoch 0001/0030] 0490/4800, lr:1.0e-04 ∣ avg_100 : 196.495905 ∣ l2loss : 34.416169 ∣ 
[  epoch 0001/0030] 0500/4800, lr:1.0e-04 ∣ avg_100 : 193.298928 ∣ l2loss : 36.647036 ∣ 
[  epoch 0001/0030] 0510/4800, lr:1.0e-04 ∣ avg_100 : 190.188634 ∣ l2loss : 34.673971 ∣ 
[  epoch 0001/0030] 0520/4800, lr:1.0e-04 ∣ avg_100 : 187.207364 ∣ l2loss : 35.162578 ∣ 
[  epoch 0001/0030] 0530/4800, lr:1.0e-04 ∣ avg_100 : 184.340770 ∣ l2loss : 35.277895 ∣ 
[  epoch 0001/0030] 0540/4800, lr:1.0e-04 ∣ avg_100 : 181.568859 ∣ l2loss : 34.657544 ∣ 
[  epoch 0001/0030] 0550/4800, lr:1.0e-04 ∣ avg_100 : 178.856916 ∣ l2loss : 32.412035 ∣ 
[  epoch 0001/0030] 0560/4800, lr:1.0e-04 ∣ avg_100 : 176.253800 ∣ l2loss : 33.082397 ∣ 
[  epoch 0001/0030] 0570/4800, lr:1.0e-04 ∣ avg_100 : 173.739547 ∣ l2loss : 32.941376 ∣ 
[  epoch 0001/0030] 0580/4800, lr:1.0e-04 ∣ avg_100 : 171.316325 ∣ l2loss : 33.192661 ∣ 
[  epoch 0001/0030] 0590/4800, lr:1.0e-04 ∣ avg_100 : 168.960945 ∣ l2loss : 32.348931 ∣ 
[  epoch 0001/0030] 0600/4800, lr:1.0e-04 ∣ avg_100 : 166.674415 ∣ l2loss : 31.769155 ∣ 
[  epoch 0001/0030] 0610/4800, lr:1.0e-04 ∣ avg_100 : 164.447552 ∣ l2loss : 30.835772 ∣ 
[  epoch 0001/0030] 0620/4800, lr:1.0e-04 ∣ avg_100 : 162.313625 ∣ l2loss : 32.144072 ∣ 
[  epoch 0001/0030] 0630/4800, lr:1.0e-04 ∣ avg_100 : 160.230467 ∣ l2loss : 31.074650 ∣ 
[  epoch 0001/0030] 0640/4800, lr:1.0e-04 ∣ avg_100 : 158.195559 ∣ l2loss : 29.996335 ∣ 
[  epoch 0001/0030] 0650/4800, lr:1.0e-04 ∣ avg_100 : 156.222927 ∣ l2loss : 29.974533 ∣ 
[  epoch 0001/0030] 0660/4800, lr:1.0e-04 ∣ avg_100 : 154.303558 ∣ l2loss : 29.544561 ∣ 
[  epoch 0001/0030] 0670/4800, lr:1.0e-04 ∣ avg_100 : 152.419321 ∣ l2loss : 28.059675 ∣ 
[  epoch 0001/0030] 0680/4800, lr:1.0e-04 ∣ avg_100 : 150.612418 ∣ l2loss : 29.549882 ∣ 
[  epoch 0001/0030] 0690/4800, lr:1.0e-04 ∣ avg_100 : 148.857004 ∣ l2loss : 29.488897 ∣ 
[  epoch 0001/0030] 0700/4800, lr:1.0e-04 ∣ avg_100 : 147.135796 ∣ l2loss : 28.372436 ∣ 
[  epoch 0001/0030] 0710/4800, lr:1.0e-04 ∣ avg_100 : 145.450318 ∣ l2loss : 27.466817 ∣ 
[  epoch 0001/0030] 0720/4800, lr:1.0e-04 ∣ avg_100 : 143.831833 ∣ l2loss : 28.919435 ∣ 
[  epoch 0001/0030] 0730/4800, lr:1.0e-04 ∣ avg_100 : 142.251160 ∣ l2loss : 28.442715 ∣ 
[  epoch 0001/0030] 0740/4800, lr:1.0e-04 ∣ avg_100 : 140.708637 ∣ l2loss : 28.104469 ∣ 
[  epoch 0001/0030] 0750/4800, lr:1.0e-04 ∣ avg_100 : 139.208446 ∣ l2loss : 28.194284 ∣ 
[  epoch 0001/0030] 0760/4800, lr:1.0e-04 ∣ avg_100 : 137.726705 ∣ l2loss : 26.596143 ∣ 
[  epoch 0001/0030] 0770/4800, lr:1.0e-04 ∣ avg_100 : 136.265654 ∣ l2loss : 25.225757 ∣ 
[  epoch 0001/0030] 0780/4800, lr:1.0e-04 ∣ avg_100 : 134.857496 ∣ l2loss : 26.429295 ∣ 
[  epoch 0001/0030] 0790/4800, lr:1.0e-04 ∣ avg_100 : 133.470198 ∣ l2loss : 25.260959 ∣ 
[  epoch 0001/0030] 0800/4800, lr:1.0e-04 ∣ avg_100 : 132.129287 ∣ l2loss : 26.197338 ∣ 
[  epoch 0001/0030] 0810/4800, lr:1.0e-04 ∣ avg_100 : 130.811718 ∣ l2loss : 25.406206 ∣ 
[  epoch 0001/0030] 0820/4800, lr:1.0e-04 ∣ avg_100 : 129.528451 ∣ l2loss : 25.583832 ∣ 
[  epoch 0001/0030] 0830/4800, lr:1.0e-04 ∣ avg_100 : 128.267834 ∣ l2loss : 24.897240 ∣ 
[  epoch 0001/0030] 0840/4800, lr:1.0e-04 ∣ avg_100 : 127.048793 ∣ l2loss : 25.868419 ∣ 
[  epoch 0001/0030] 0850/4800, lr:1.0e-04 ∣ avg_100 : 125.837512 ∣ l2loss : 24.089873 ∣ 
[  epoch 0001/0030] 0860/4800, lr:1.0e-04 ∣ avg_100 : 124.661233 ∣ l2loss : 24.677522 ∣ 
[  epoch 0001/0030] 0870/4800, lr:1.0e-04 ∣ avg_100 : 123.507282 ∣ l2loss : 24.267463 ∣ 
[  epoch 0001/0030] 0880/4800, lr:1.0e-04 ∣ avg_100 : 122.376750 ∣ l2loss : 24.020507 ∣ 
[  epoch 0001/0030] 0890/4800, lr:1.0e-04 ∣ avg_100 : 121.263191 ∣ l2loss : 23.270017 ∣ 
[  epoch 0001/0030] 0900/4800, lr:1.0e-04 ∣ avg_100 : 120.172169 ∣ l2loss : 23.071224 ∣ 
[  epoch 0001/0030] 0910/4800, lr:1.0e-04 ∣ avg_100 : 119.122570 ∣ l2loss : 24.658605 ∣ 
[  epoch 0001/0030] 0920/4800, lr:1.0e-04 ∣ avg_100 : 118.088374 ∣ l2loss : 23.976595 ∣ 
[  epoch 0001/0030] 0930/4800, lr:1.0e-04 ∣ avg_100 : 117.064856 ∣ l2loss : 22.901171 ∣ 
[  epoch 0001/0030] 0940/4800, lr:1.0e-04 ∣ avg_100 : 116.062477 ∣ l2loss : 22.841249 ∣ 
[  epoch 0001/0030] 0950/4800, lr:1.0e-04 ∣ avg_100 : 115.081147 ∣ l2loss : 22.836068 ∣ 
[  epoch 0001/0030] 0960/4800, lr:1.0e-04 ∣ avg_100 : 114.114392 ∣ l2loss : 22.272653 ∣ 
[  epoch 0001/0030] 0970/4800, lr:1.0e-04 ∣ avg_100 : 113.177791 ∣ l2loss : 23.264090 ∣ 
[  epoch 0001/0030] 0980/4800, lr:1.0e-04 ∣ avg_100 : 112.252725 ∣ l2loss : 22.521323 ∣ 
[  epoch 0001/0030] 0990/4800, lr:1.0e-04 ∣ avg_100 : 111.333797 ∣ l2loss : 21.278874 ∣ 
[  epoch 0001/0030] 1000/4800, lr:1.0e-04 ∣ avg_100 : 110.433942 ∣ l2loss : 21.348368 ∣ 
[  epoch 0001/0030] 1010/4800, lr:1.0e-04 ∣ avg_100 : 50.546974 ∣ l2loss : 21.249921 ∣ 
[  epoch 0001/0030] 1020/4800, lr:1.0e-04 ∣ avg_100 : 39.288132 ∣ l2loss : 20.810195 ∣ 
[  epoch 0001/0030] 1030/4800, lr:1.0e-04 ∣ avg_100 : 36.582243 ∣ l2loss : 22.183304 ∣ 
[  epoch 0001/0030] 1040/4800, lr:1.0e-04 ∣ avg_100 : 35.444913 ∣ l2loss : 20.607098 ∣ 
[  epoch 0001/0030] 1050/4800, lr:1.0e-04 ∣ avg_100 : 34.709189 ∣ l2loss : 20.256010 ∣ 
[  epoch 0001/0030] 1060/4800, lr:1.0e-04 ∣ avg_100 : 34.126073 ∣ l2loss : 20.899586 ∣ 
[  epoch 0001/0030] 1070/4800, lr:1.0e-04 ∣ avg_100 : 33.648345 ∣ l2loss : 20.873044 ∣ 
[  epoch 0001/0030] 1080/4800, lr:1.0e-04 ∣ avg_100 : 33.234056 ∣ l2loss : 21.452708 ∣ 
[  epoch 0001/0030] 1090/4800, lr:1.0e-04 ∣ avg_100 : 32.837007 ∣ l2loss : 21.477174 ∣ 
[  epoch 0001/0030] 1100/4800, lr:1.0e-04 ∣ avg_100 : 32.461938 ∣ l2loss : 20.570400 ∣ 
[  epoch 0001/0030] 1110/4800, lr:1.0e-04 ∣ avg_100 : 32.114873 ∣ l2loss : 21.294143 ∣ 
[  epoch 0001/0030] 1120/4800, lr:1.0e-04 ∣ avg_100 : 31.791042 ∣ l2loss : 20.189663 ∣ 
[  epoch 0001/0030] 1130/4800, lr:1.0e-04 ∣ avg_100 : 31.474333 ∣ l2loss : 20.407735 ∣ 
[  epoch 0001/0030] 1140/4800, lr:1.0e-04 ∣ avg_100 : 31.175318 ∣ l2loss : 20.448217 ∣ 
[  epoch 0001/0030] 1150/4800, lr:1.0e-04 ∣ avg_100 : 30.892337 ∣ l2loss : 19.879932 ∣ 
[  epoch 0001/0030] 1160/4800, lr:1.0e-04 ∣ avg_100 : 30.607620 ∣ l2loss : 19.329518 ∣ 
[  epoch 0001/0030] 1170/4800, lr:1.0e-04 ∣ avg_100 : 30.331908 ∣ l2loss : 20.259338 ∣ 
[  epoch 0001/0030] 1180/4800, lr:1.0e-04 ∣ avg_100 : 30.084894 ∣ l2loss : 20.041608 ∣ 
[  epoch 0001/0030] 1190/4800, lr:1.0e-04 ∣ avg_100 : 29.816582 ∣ l2loss : 19.126837 ∣ 
[  epoch 0001/0030] 1200/4800, lr:1.0e-04 ∣ avg_100 : 29.561546 ∣ l2loss : 19.092520 ∣ 
[  epoch 0001/0030] 1210/4800, lr:1.0e-04 ∣ avg_100 : 29.314283 ∣ l2loss : 18.316330 ∣ 
[  epoch 0001/0030] 1220/4800, lr:1.0e-04 ∣ avg_100 : 29.080274 ∣ l2loss : 19.587569 ∣ 
[  epoch 0001/0030] 1230/4800, lr:1.0e-04 ∣ avg_100 : 28.852934 ∣ l2loss : 18.514873 ∣ 
[  epoch 0001/0030] 1240/4800, lr:1.0e-04 ∣ avg_100 : 28.598428 ∣ l2loss : 18.465673 ∣ 
[  epoch 0001/0030] 1250/4800, lr:1.0e-04 ∣ avg_100 : 28.388546 ∣ l2loss : 19.892823 ∣ 
[  epoch 0001/0030] 1260/4800, lr:1.0e-04 ∣ avg_100 : 28.159495 ∣ l2loss : 18.635145 ∣ 
[  epoch 0001/0030] 1270/4800, lr:1.0e-04 ∣ avg_100 : 27.949741 ∣ l2loss : 17.985744 ∣ 
[  epoch 0001/0030] 1280/4800, lr:1.0e-04 ∣ avg_100 : 27.733399 ∣ l2loss : 18.408985 ∣ 
[  epoch 0001/0030] 1290/4800, lr:1.0e-04 ∣ avg_100 : 27.503600 ∣ l2loss : 16.975193 ∣ 
[  epoch 0001/0030] 1300/4800, lr:1.0e-04 ∣ avg_100 : 27.283912 ∣ l2loss : 18.088185 ∣ 
[  epoch 0001/0030] 1310/4800, lr:1.0e-04 ∣ avg_100 : 27.068571 ∣ l2loss : 17.973978 ∣ 
[  epoch 0001/0030] 1320/4800, lr:1.0e-04 ∣ avg_100 : 26.849616 ∣ l2loss : 17.809491 ∣ 
[  epoch 0001/0030] 1330/4800, lr:1.0e-04 ∣ avg_100 : 26.623348 ∣ l2loss : 18.741400 ∣ 
[  epoch 0001/0030] 1340/4800, lr:1.0e-04 ∣ avg_100 : 26.407107 ∣ l2loss : 18.777617 ∣ 
[  epoch 0001/0030] 1350/4800, lr:1.0e-04 ∣ avg_100 : 26.206266 ∣ l2loss : 18.868297 ∣ 
[  epoch 0001/0030] 1360/4800, lr:1.0e-04 ∣ avg_100 : 25.977688 ∣ l2loss : 18.052571 ∣ 
[  epoch 0001/0030] 1370/4800, lr:1.0e-04 ∣ avg_100 : 25.766288 ∣ l2loss : 18.002259 ∣ 
[  epoch 0001/0030] 1380/4800, lr:1.0e-04 ∣ avg_100 : 25.565289 ∣ l2loss : 17.694009 ∣ 
[  epoch 0001/0030] 1390/4800, lr:1.0e-04 ∣ avg_100 : 25.384931 ∣ l2loss : 17.802093 ∣ 
[  epoch 0001/0030] 1400/4800, lr:1.0e-04 ∣ avg_100 : 25.178986 ∣ l2loss : 17.444955 ∣ 
[  epoch 0001/0030] 1410/4800, lr:1.0e-04 ∣ avg_100 : 24.988964 ∣ l2loss : 19.116713 ∣ 
[  epoch 0001/0030] 1420/4800, lr:1.0e-04 ∣ avg_100 : 24.805607 ∣ l2loss : 17.802311 ∣ 
[  epoch 0001/0030] 1430/4800, lr:1.0e-04 ∣ avg_100 : 24.597086 ∣ l2loss : 16.498971 ∣ 
[  epoch 0001/0030] 1440/4800, lr:1.0e-04 ∣ avg_100 : 24.388840 ∣ l2loss : 17.494641 ∣ 
[  epoch 0001/0030] 1450/4800, lr:1.0e-04 ∣ avg_100 : 24.191954 ∣ l2loss : 17.188014 ∣ 
[  epoch 0001/0030] 1460/4800, lr:1.0e-04 ∣ avg_100 : 23.994823 ∣ l2loss : 16.046066 ∣ 
[  epoch 0001/0030] 1470/4800, lr:1.0e-04 ∣ avg_100 : 23.806285 ∣ l2loss : 16.450996 ∣ 
[  epoch 0001/0030] 1480/4800, lr:1.0e-04 ∣ avg_100 : 23.637526 ∣ l2loss : 17.157649 ∣ 
[  epoch 0001/0030] 1490/4800, lr:1.0e-04 ∣ avg_100 : 23.468906 ∣ l2loss : 17.554225 ∣ 
[  epoch 0001/0030] 1500/4800, lr:1.0e-04 ∣ avg_100 : 23.268903 ∣ l2loss : 16.646681 ∣ 
[  epoch 0001/0030] 1510/4800, lr:1.0e-04 ∣ avg_100 : 23.102390 ∣ l2loss : 18.022668 ∣ 
[  epoch 0001/0030] 1520/4800, lr:1.0e-04 ∣ avg_100 : 22.921908 ∣ l2loss : 17.114391 ∣ 
[  epoch 0001/0030] 1530/4800, lr:1.0e-04 ∣ avg_100 : 22.742741 ∣ l2loss : 17.361250 ∣ 
[  epoch 0001/0030] 1540/4800, lr:1.0e-04 ∣ avg_100 : 22.567605 ∣ l2loss : 17.143925 ∣ 
[  epoch 0001/0030] 1550/4800, lr:1.0e-04 ∣ avg_100 : 22.413042 ∣ l2loss : 16.955761 ∣ 
[  epoch 0001/0030] 1560/4800, lr:1.0e-04 ∣ avg_100 : 22.240745 ∣ l2loss : 15.852664 ∣ 
[  epoch 0001/0030] 1570/4800, lr:1.0e-04 ∣ avg_100 : 22.079074 ∣ l2loss : 16.774242 ∣ 
[  epoch 0001/0030] 1580/4800, lr:1.0e-04 ∣ avg_100 : 21.916971 ∣ l2loss : 16.982381 ∣ 
[  epoch 0001/0030] 1590/4800, lr:1.0e-04 ∣ avg_100 : 21.758815 ∣ l2loss : 16.533362 ∣ 
[  epoch 0001/0030] 1600/4800, lr:1.0e-04 ∣ avg_100 : 21.602933 ∣ l2loss : 16.180924 ∣ 
[  epoch 0001/0030] 1610/4800, lr:1.0e-04 ∣ avg_100 : 21.457204 ∣ l2loss : 16.262882 ∣ 
[  epoch 0001/0030] 1620/4800, lr:1.0e-04 ∣ avg_100 : 21.289325 ∣ l2loss : 15.356124 ∣ 
[  epoch 0001/0030] 1630/4800, lr:1.0e-04 ∣ avg_100 : 21.138523 ∣ l2loss : 15.994467 ∣ 
[  epoch 0001/0030] 1640/4800, lr:1.0e-04 ∣ avg_100 : 20.996364 ∣ l2loss : 15.780486 ∣ 
[  epoch 0001/0030] 1650/4800, lr:1.0e-04 ∣ avg_100 : 20.858522 ∣ l2loss : 16.190285 ∣ 
[  epoch 0001/0030] 1660/4800, lr:1.0e-04 ∣ avg_100 : 20.715772 ∣ l2loss : 15.269554 ∣ 
[  epoch 0001/0030] 1670/4800, lr:1.0e-04 ∣ avg_100 : 20.585465 ∣ l2loss : 15.029023 ∣ 
[  epoch 0001/0030] 1680/4800, lr:1.0e-04 ∣ avg_100 : 20.457186 ∣ l2loss : 16.721934 ∣ 
[  epoch 0001/0030] 1690/4800, lr:1.0e-04 ∣ avg_100 : 20.313534 ∣ l2loss : 15.123748 ∣ 
[  epoch 0001/0030] 1700/4800, lr:1.0e-04 ∣ avg_100 : 20.185573 ∣ l2loss : 15.576269 ∣ 
[  epoch 0001/0030] 1710/4800, lr:1.0e-04 ∣ avg_100 : 20.070245 ∣ l2loss : 15.934071 ∣ 
[  epoch 0001/0030] 1720/4800, lr:1.0e-04 ∣ avg_100 : 19.937135 ∣ l2loss : 15.608389 ∣ 
[  epoch 0001/0030] 1730/4800, lr:1.0e-04 ∣ avg_100 : 19.816558 ∣ l2loss : 16.385026 ∣ 
[  epoch 0001/0030] 1740/4800, lr:1.0e-04 ∣ avg_100 : 19.695242 ∣ l2loss : 15.972873 ∣ 
[  epoch 0001/0030] 1750/4800, lr:1.0e-04 ∣ avg_100 : 19.573939 ∣ l2loss : 16.064048 ∣ 
[  epoch 0001/0030] 1760/4800, lr:1.0e-04 ∣ avg_100 : 19.460539 ∣ l2loss : 15.256137 ∣ 
[  epoch 0001/0030] 1770/4800, lr:1.0e-04 ∣ avg_100 : 19.359244 ∣ l2loss : 15.096249 ∣ 
[  epoch 0001/0030] 1780/4800, lr:1.0e-04 ∣ avg_100 : 19.253311 ∣ l2loss : 15.835926 ∣ 
[  epoch 0001/0030] 1790/4800, lr:1.0e-04 ∣ avg_100 : 19.160611 ∣ l2loss : 15.990970 ∣ 
[  epoch 0001/0030] 1800/4800, lr:1.0e-04 ∣ avg_100 : 19.045385 ∣ l2loss : 14.674792 ∣ 
[  epoch 0001/0030] 1810/4800, lr:1.0e-04 ∣ avg_100 : 18.939482 ∣ l2loss : 14.815902 ∣ 
[  epoch 0001/0030] 1820/4800, lr:1.0e-04 ∣ avg_100 : 18.834491 ∣ l2loss : 15.084693 ∣ 
[  epoch 0001/0030] 1830/4800, lr:1.0e-04 ∣ avg_100 : 18.743980 ∣ l2loss : 15.846190 ∣ 
[  epoch 0001/0030] 1840/4800, lr:1.0e-04 ∣ avg_100 : 18.640684 ∣ l2loss : 15.538834 ∣ 
[  epoch 0001/0030] 1850/4800, lr:1.0e-04 ∣ avg_100 : 18.551801 ∣ l2loss : 15.201536 ∣ 
[  epoch 0001/0030] 1860/4800, lr:1.0e-04 ∣ avg_100 : 18.462370 ∣ l2loss : 15.734439 ∣ 
[  epoch 0001/0030] 1870/4800, lr:1.0e-04 ∣ avg_100 : 18.375909 ∣ l2loss : 15.621300 ∣ 
[  epoch 0001/0030] 1880/4800, lr:1.0e-04 ∣ avg_100 : 18.291114 ∣ l2loss : 15.541062 ∣ 
[  epoch 0001/0030] 1890/4800, lr:1.0e-04 ∣ avg_100 : 18.206327 ∣ l2loss : 14.791302 ∣ 
[  epoch 0001/0030] 1900/4800, lr:1.0e-04 ∣ avg_100 : 18.118686 ∣ l2loss : 14.307106 ∣ 
[  epoch 0001/0030] 1910/4800, lr:1.0e-04 ∣ avg_100 : 18.016743 ∣ l2loss : 14.464341 ∣ 
[  epoch 0001/0030] 1920/4800, lr:1.0e-04 ∣ avg_100 : 17.928307 ∣ l2loss : 15.132993 ∣ 
[  epoch 0001/0030] 1930/4800, lr:1.0e-04 ∣ avg_100 : 17.846002 ∣ l2loss : 14.670615 ∣ 
[  epoch 0001/0030] 1940/4800, lr:1.0e-04 ∣ avg_100 : 17.761546 ∣ l2loss : 14.395713 ∣ 
[  epoch 0001/0030] 1950/4800, lr:1.0e-04 ∣ avg_100 : 17.679308 ∣ l2loss : 14.612195 ∣ 
[  epoch 0001/0030] 1960/4800, lr:1.0e-04 ∣ avg_100 : 17.600152 ∣ l2loss : 14.357071 ∣ 
[  epoch 0001/0030] 1970/4800, lr:1.0e-04 ∣ avg_100 : 17.509321 ∣ l2loss : 14.181068 ∣ 
[  epoch 0001/0030] 1980/4800, lr:1.0e-04 ∣ avg_100 : 17.426557 ∣ l2loss : 14.244873 ∣ 
[  epoch 0001/0030] 1990/4800, lr:1.0e-04 ∣ avg_100 : 17.360565 ∣ l2loss : 14.679652 ∣ 
[  epoch 0001/0030] 2000/4800, lr:1.0e-04 ∣ avg_100 : 17.287459 ∣ l2loss : 14.037838 ∣ 
[  epoch 0001/0030] 2010/4800, lr:1.0e-04 ∣ avg_100 : 17.230123 ∣ l2loss : 15.516294 ∣ 
[  epoch 0001/0030] 2020/4800, lr:1.0e-04 ∣ avg_100 : 17.164230 ∣ l2loss : 14.220896 ∣ 
[  epoch 0001/0030] 2030/4800, lr:1.0e-04 ∣ avg_100 : 17.080654 ∣ l2loss : 13.825638 ∣ 
[  epoch 0001/0030] 2040/4800, lr:1.0e-04 ∣ avg_100 : 17.015816 ∣ l2loss : 14.123391 ∣ 
[  epoch 0001/0030] 2050/4800, lr:1.0e-04 ∣ avg_100 : 16.955782 ∣ l2loss : 14.252572 ∣ 
[  epoch 0001/0030] 2060/4800, lr:1.0e-04 ∣ avg_100 : 16.892996 ∣ l2loss : 14.620970 ∣ 
[  epoch 0001/0030] 2070/4800, lr:1.0e-04 ∣ avg_100 : 16.824752 ∣ l2loss : 14.048628 ∣ 
[  epoch 0001/0030] 2080/4800, lr:1.0e-04 ∣ avg_100 : 16.749672 ∣ l2loss : 13.944751 ∣ 
[  epoch 0001/0030] 2090/4800, lr:1.0e-04 ∣ avg_100 : 16.679276 ∣ l2loss : 14.437555 ∣ 
[  epoch 0001/0030] 2100/4800, lr:1.0e-04 ∣ avg_100 : 16.622180 ∣ l2loss : 14.860762 ∣ 
[  epoch 0001/0030] 2110/4800, lr:1.0e-04 ∣ avg_100 : 16.557413 ∣ l2loss : 14.817511 ∣ 
[  epoch 0001/0030] 2120/4800, lr:1.0e-04 ∣ avg_100 : 16.497435 ∣ l2loss : 14.191799 ∣ 
[  epoch 0001/0030] 2130/4800, lr:1.0e-04 ∣ avg_100 : 16.439723 ∣ l2loss : 14.636539 ∣ 
[  epoch 0001/0030] 2140/4800, lr:1.0e-04 ∣ avg_100 : 16.381962 ∣ l2loss : 14.672104 ∣ 
[  epoch 0001/0030] 2150/4800, lr:1.0e-04 ∣ avg_100 : 16.323395 ∣ l2loss : 14.023243 ∣ 
[  epoch 0001/0030] 2160/4800, lr:1.0e-04 ∣ avg_100 : 16.275809 ∣ l2loss : 14.570902 ∣ 
[  epoch 0001/0030] 2170/4800, lr:1.0e-04 ∣ avg_100 : 16.216109 ∣ l2loss : 14.289388 ∣ 
[  epoch 0001/0030] 2180/4800, lr:1.0e-04 ∣ avg_100 : 16.153953 ∣ l2loss : 13.825995 ∣ 
[  epoch 0001/0030] 2190/4800, lr:1.0e-04 ∣ avg_100 : 16.110481 ∣ l2loss : 14.779655 ∣ 
[  epoch 0001/0030] 2200/4800, lr:1.0e-04 ∣ avg_100 : 16.058045 ∣ l2loss : 13.848878 ∣ 
[  epoch 0001/0030] 2210/4800, lr:1.0e-04 ∣ avg_100 : 16.012358 ∣ l2loss : 13.747644 ∣ 
[  epoch 0001/0030] 2220/4800, lr:1.0e-04 ∣ avg_100 : 15.954228 ∣ l2loss : 13.774595 ∣ 
[  epoch 0001/0030] 2230/4800, lr:1.0e-04 ∣ avg_100 : 15.906667 ∣ l2loss : 13.758737 ∣ 
[  epoch 0001/0030] 2240/4800, lr:1.0e-04 ∣ avg_100 : 15.856638 ∣ l2loss : 13.462756 ∣ 
[  epoch 0001/0030] 2250/4800, lr:1.0e-04 ∣ avg_100 : 15.791960 ∣ l2loss : 13.425061 ∣ 
[  epoch 0001/0030] 2260/4800, lr:1.0e-04 ∣ avg_100 : 15.747511 ∣ l2loss : 14.190230 ∣ 
[  epoch 0001/0030] 2270/4800, lr:1.0e-04 ∣ avg_100 : 15.708060 ∣ l2loss : 14.040693 ∣ 
[  epoch 0001/0030] 2280/4800, lr:1.0e-04 ∣ avg_100 : 15.660667 ∣ l2loss : 13.669636 ∣ 
[  epoch 0001/0030] 2290/4800, lr:1.0e-04 ∣ avg_100 : 15.632995 ∣ l2loss : 14.207998 ∣ 
[  epoch 0001/0030] 2300/4800, lr:1.0e-04 ∣ avg_100 : 15.583445 ∣ l2loss : 13.133201 ∣ 
[  epoch 0001/0030] 2310/4800, lr:1.0e-04 ∣ avg_100 : 15.536613 ∣ l2loss : 13.290756 ∣ 
[  epoch 0001/0030] 2320/4800, lr:1.0e-04 ∣ avg_100 : 15.489685 ∣ l2loss : 13.116692 ∣ 
[  epoch 0001/0030] 2330/4800, lr:1.0e-04 ∣ avg_100 : 15.437953 ∣ l2loss : 13.568240 ∣ 
[  epoch 0001/0030] 2340/4800, lr:1.0e-04 ∣ avg_100 : 15.382469 ∣ l2loss : 13.229240 ∣ 
[  epoch 0001/0030] 2350/4800, lr:1.0e-04 ∣ avg_100 : 15.328640 ∣ l2loss : 13.485357 ∣ 
[  epoch 0001/0030] 2360/4800, lr:1.0e-04 ∣ avg_100 : 15.287357 ∣ l2loss : 13.924218 ∣ 
[  epoch 0001/0030] 2370/4800, lr:1.0e-04 ∣ avg_100 : 15.248104 ∣ l2loss : 14.076975 ∣ 
[  epoch 0001/0030] 2380/4800, lr:1.0e-04 ∣ avg_100 : 15.202722 ∣ l2loss : 13.155804 ∣ 
[  epoch 0001/0030] 2390/4800, lr:1.0e-04 ∣ avg_100 : 15.161915 ∣ l2loss : 13.721467 ∣ 
[  epoch 0001/0030] 2400/4800, lr:1.0e-04 ∣ avg_100 : 15.123152 ∣ l2loss : 13.568634 ∣ 
[  epoch 0001/0030] 2410/4800, lr:1.0e-04 ∣ avg_100 : 15.072218 ∣ l2loss : 14.023258 ∣ 
[  epoch 0001/0030] 2420/4800, lr:1.0e-04 ∣ avg_100 : 15.027567 ∣ l2loss : 13.337260 ∣ 
[  epoch 0001/0030] 2430/4800, lr:1.0e-04 ∣ avg_100 : 14.996069 ∣ l2loss : 13.349211 ∣ 
[  epoch 0001/0030] 2440/4800, lr:1.0e-04 ∣ avg_100 : 14.953288 ∣ l2loss : 13.216521 ∣ 
[  epoch 0001/0030] 2450/4800, lr:1.0e-04 ∣ avg_100 : 14.921044 ∣ l2loss : 13.963622 ∣ 
[  epoch 0001/0030] 2460/4800, lr:1.0e-04 ∣ avg_100 : 14.892172 ∣ l2loss : 13.158782 ∣ 
[  epoch 0001/0030] 2470/4800, lr:1.0e-04 ∣ avg_100 : 14.862909 ∣ l2loss : 13.524767 ∣ 
[  epoch 0001/0030] 2480/4800, lr:1.0e-04 ∣ avg_100 : 14.820594 ∣ l2loss : 12.926164 ∣ 
[  epoch 0001/0030] 2490/4800, lr:1.0e-04 ∣ avg_100 : 14.771924 ∣ l2loss : 12.687209 ∣ 
[  epoch 0001/0030] 2500/4800, lr:1.0e-04 ∣ avg_100 : 14.740413 ∣ l2loss : 13.495598 ∣ 
[  epoch 0001/0030] 2510/4800, lr:1.0e-04 ∣ avg_100 : 14.688925 ∣ l2loss : 12.873834 ∣ 
[  epoch 0001/0030] 2520/4800, lr:1.0e-04 ∣ avg_100 : 14.644297 ∣ l2loss : 12.651608 ∣ 
[  epoch 0001/0030] 2530/4800, lr:1.0e-04 ∣ avg_100 : 14.597187 ∣ l2loss : 12.650217 ∣ 
[  epoch 0001/0030] 2540/4800, lr:1.0e-04 ∣ avg_100 : 14.559499 ∣ l2loss : 13.375167 ∣ 
[  epoch 0001/0030] 2550/4800, lr:1.0e-04 ∣ avg_100 : 14.518509 ∣ l2loss : 12.856712 ∣ 
[  epoch 0001/0030] 2560/4800, lr:1.0e-04 ∣ avg_100 : 14.490717 ∣ l2loss : 13.073520 ∣ 
[  epoch 0001/0030] 2570/4800, lr:1.0e-04 ∣ avg_100 : 14.448200 ∣ l2loss : 12.522462 ∣ 
[  epoch 0001/0030] 2580/4800, lr:1.0e-04 ∣ avg_100 : 14.409631 ∣ l2loss : 13.125511 ∣ 
[  epoch 0001/0030] 2590/4800, lr:1.0e-04 ∣ avg_100 : 14.370491 ∣ l2loss : 12.619410 ∣ 
[  epoch 0001/0030] 2600/4800, lr:1.0e-04 ∣ avg_100 : 14.327802 ∣ l2loss : 11.911979 ∣ 
[  epoch 0001/0030] 2610/4800, lr:1.0e-04 ∣ avg_100 : 14.293577 ∣ l2loss : 12.840415 ∣ 
[  epoch 0001/0030] 2620/4800, lr:1.0e-04 ∣ avg_100 : 14.269884 ∣ l2loss : 12.986766 ∣ 
[  epoch 0001/0030] 2630/4800, lr:1.0e-04 ∣ avg_100 : 14.247396 ∣ l2loss : 13.745708 ∣ 
[  epoch 0001/0030] 2640/4800, lr:1.0e-04 ∣ avg_100 : 14.218077 ∣ l2loss : 12.848540 ∣ 
[  epoch 0001/0030] 2650/4800, lr:1.0e-04 ∣ avg_100 : 14.186187 ∣ l2loss : 13.001331 ∣ 
[  epoch 0001/0030] 2660/4800, lr:1.0e-04 ∣ avg_100 : 14.155806 ∣ l2loss : 12.231483 ∣ 
[  epoch 0001/0030] 2670/4800, lr:1.0e-04 ∣ avg_100 : 14.134863 ∣ l2loss : 12.934692 ∣ 
[  epoch 0001/0030] 2680/4800, lr:1.0e-04 ∣ avg_100 : 14.094116 ∣ l2loss : 12.647203 ∣ 
[  epoch 0001/0030] 2690/4800, lr:1.0e-04 ∣ avg_100 : 14.073882 ∣ l2loss : 13.100377 ∣ 
[  epoch 0001/0030] 2700/4800, lr:1.0e-04 ∣ avg_100 : 14.044537 ∣ l2loss : 12.641744 ∣ 
[  epoch 0001/0030] 2710/4800, lr:1.0e-04 ∣ avg_100 : 14.017228 ∣ l2loss : 13.203163 ∣ 
[  epoch 0001/0030] 2720/4800, lr:1.0e-04 ∣ avg_100 : 13.990102 ∣ l2loss : 12.895835 ∣ 
[  epoch 0001/0030] 2730/4800, lr:1.0e-04 ∣ avg_100 : 13.953273 ∣ l2loss : 12.702137 ∣ 
[  epoch 0001/0030] 2740/4800, lr:1.0e-04 ∣ avg_100 : 13.918006 ∣ l2loss : 12.446158 ∣ 
[  epoch 0001/0030] 2750/4800, lr:1.0e-04 ∣ avg_100 : 13.878992 ∣ l2loss : 12.162598 ∣ 
[  epoch 0001/0030] 2760/4800, lr:1.0e-04 ∣ avg_100 : 13.850745 ∣ l2loss : 12.431491 ∣ 
[  epoch 0001/0030] 2770/4800, lr:1.0e-04 ∣ avg_100 : 13.819649 ∣ l2loss : 11.986678 ∣ 
[  epoch 0001/0030] 2780/4800, lr:1.0e-04 ∣ avg_100 : 13.783252 ∣ l2loss : 12.196150 ∣ 
[  epoch 0001/0030] 2790/4800, lr:1.0e-04 ∣ avg_100 : 13.742371 ∣ l2loss : 11.902912 ∣ 
[  epoch 0001/0030] 2800/4800, lr:1.0e-04 ∣ avg_100 : 13.717290 ∣ l2loss : 12.166716 ∣ 
[  epoch 0001/0030] 2810/4800, lr:1.0e-04 ∣ avg_100 : 13.700399 ∣ l2loss : 13.126801 ∣ 
[  epoch 0001/0030] 2820/4800, lr:1.0e-04 ∣ avg_100 : 13.674610 ∣ l2loss : 12.505724 ∣ 
[  epoch 0001/0030] 2830/4800, lr:1.0e-04 ∣ avg_100 : 13.635361 ∣ l2loss : 11.921337 ∣ 
[  epoch 0001/0030] 2840/4800, lr:1.0e-04 ∣ avg_100 : 13.603078 ∣ l2loss : 12.310524 ∣ 
[  epoch 0001/0030] 2850/4800, lr:1.0e-04 ∣ avg_100 : 13.571804 ∣ l2loss : 12.074185 ∣ 
[  epoch 0001/0030] 2860/4800, lr:1.0e-04 ∣ avg_100 : 13.537860 ∣ l2loss : 12.339977 ∣ 
[  epoch 0001/0030] 2870/4800, lr:1.0e-04 ∣ avg_100 : 13.507740 ∣ l2loss : 12.609267 ∣ 
[  epoch 0001/0030] 2880/4800, lr:1.0e-04 ∣ avg_100 : 13.474195 ∣ l2loss : 12.186642 ∣ 
[  epoch 0001/0030] 2890/4800, lr:1.0e-04 ∣ avg_100 : 13.449998 ∣ l2loss : 12.371603 ∣ 
[  epoch 0001/0030] 2900/4800, lr:1.0e-04 ∣ avg_100 : 13.430146 ∣ l2loss : 12.321833 ∣ 
[  epoch 0001/0030] 2910/4800, lr:1.0e-04 ∣ avg_100 : 13.407096 ∣ l2loss : 12.159354 ∣ 
[  epoch 0001/0030] 2920/4800, lr:1.0e-04 ∣ avg_100 : 13.374118 ∣ l2loss : 11.835258 ∣ 
[  epoch 0001/0030] 2930/4800, lr:1.0e-04 ∣ avg_100 : 13.353172 ∣ l2loss : 12.575965 ∣ 
[  epoch 0001/0030] 2940/4800, lr:1.0e-04 ∣ avg_100 : 13.331466 ∣ l2loss : 12.225118 ∣ 
[  epoch 0001/0030] 2950/4800, lr:1.0e-04 ∣ avg_100 : 13.305678 ∣ l2loss : 12.033419 ∣ 
[  epoch 0001/0030] 2960/4800, lr:1.0e-04 ∣ avg_100 : 13.289473 ∣ l2loss : 12.736539 ∣ 
[  epoch 0001/0030] 2970/4800, lr:1.0e-04 ∣ avg_100 : 13.270692 ∣ l2loss : 12.303004 ∣ 
[  epoch 0001/0030] 2980/4800, lr:1.0e-04 ∣ avg_100 : 13.247878 ∣ l2loss : 11.963488 ∣ 
[  epoch 0001/0030] 2990/4800, lr:1.0e-04 ∣ avg_100 : 13.215611 ∣ l2loss : 11.452914 ∣ 
[  epoch 0001/0030] 3000/4800, lr:1.0e-04 ∣ avg_100 : 13.189252 ∣ l2loss : 11.401963 ∣ 
[  epoch 0001/0030] 3010/4800, lr:1.0e-04 ∣ avg_100 : 13.155377 ∣ l2loss : 12.128739 ∣ 
[  epoch 0001/0030] 3020/4800, lr:1.0e-04 ∣ avg_100 : 13.138948 ∣ l2loss : 12.578029 ∣ 
[  epoch 0001/0030] 3030/4800, lr:1.0e-04 ∣ avg_100 : 13.124088 ∣ l2loss : 12.339637 ∣ 
[  epoch 0001/0030] 3040/4800, lr:1.0e-04 ∣ avg_100 : 13.102904 ∣ l2loss : 12.005028 ∣ 
[  epoch 0001/0030] 3050/4800, lr:1.0e-04 ∣ avg_100 : 13.081449 ∣ l2loss : 12.107040 ∣ 
[  epoch 0001/0030] 3060/4800, lr:1.0e-04 ∣ avg_100 : 13.058061 ∣ l2loss : 12.282177 ∣ 
[  epoch 0001/0030] 3070/4800, lr:1.0e-04 ∣ avg_100 : 13.036880 ∣ l2loss : 11.930526 ∣ 
[  epoch 0001/0030] 3080/4800, lr:1.0e-04 ∣ avg_100 : 13.018234 ∣ l2loss : 12.080137 ∣ 
[  epoch 0001/0030] 3090/4800, lr:1.0e-04 ∣ avg_100 : 12.996775 ∣ l2loss : 12.291692 ∣ 
[  epoch 0001/0030] 3100/4800, lr:1.0e-04 ∣ avg_100 : 12.961475 ∣ l2loss : 11.330759 ∣ 
[  epoch 0001/0030] 3110/4800, lr:1.0e-04 ∣ avg_100 : 12.933127 ∣ l2loss : 11.982713 ∣ 
[  epoch 0001/0030] 3120/4800, lr:1.0e-04 ∣ avg_100 : 12.909947 ∣ l2loss : 11.873724 ∣ 
[  epoch 0001/0030] 3130/4800, lr:1.0e-04 ∣ avg_100 : 12.883520 ∣ l2loss : 11.993880 ∣ 
[  epoch 0001/0030] 3140/4800, lr:1.0e-04 ∣ avg_100 : 12.859868 ∣ l2loss : 12.306877 ∣ 
[  epoch 0001/0030] 3150/4800, lr:1.0e-04 ∣ avg_100 : 12.839946 ∣ l2loss : 12.031061 ∣ 
[  epoch 0001/0030] 3160/4800, lr:1.0e-04 ∣ avg_100 : 12.813926 ∣ l2loss : 11.968946 ∣ 
[  epoch 0001/0030] 3170/4800, lr:1.0e-04 ∣ avg_100 : 12.788586 ∣ l2loss : 11.755313 ∣ 
[  epoch 0001/0030] 3180/4800, lr:1.0e-04 ∣ avg_100 : 12.761830 ∣ l2loss : 11.150408 ∣ 
[  epoch 0001/0030] 3190/4800, lr:1.0e-04 ∣ avg_100 : 12.730065 ∣ l2loss : 11.603221 ∣ 
[  epoch 0001/0030] 3200/4800, lr:1.0e-04 ∣ avg_100 : 12.708851 ∣ l2loss : 11.727449 ∣ 
[  epoch 0001/0030] 3210/4800, lr:1.0e-04 ∣ avg_100 : 12.690720 ∣ l2loss : 11.934484 ∣ 
[  epoch 0001/0030] 3220/4800, lr:1.0e-04 ∣ avg_100 : 12.670468 ∣ l2loss : 11.749477 ∣ 
[  epoch 0001/0030] 3230/4800, lr:1.0e-04 ∣ avg_100 : 12.653433 ∣ l2loss : 12.055181 ∣ 
[  epoch 0001/0030] 3240/4800, lr:1.0e-04 ∣ avg_100 : 12.636462 ∣ l2loss : 11.765637 ∣ 
[  epoch 0001/0030] 3250/4800, lr:1.0e-04 ∣ avg_100 : 12.622815 ∣ l2loss : 12.060442 ∣ 
[  epoch 0001/0030] 3260/4800, lr:1.0e-04 ∣ avg_100 : 12.596706 ∣ l2loss : 11.579305 ∣ 
[  epoch 0001/0030] 3270/4800, lr:1.0e-04 ∣ avg_100 : 12.578662 ∣ l2loss : 12.236248 ∣ 
[  epoch 0001/0030] 3280/4800, lr:1.0e-04 ∣ avg_100 : 12.556937 ∣ l2loss : 11.497137 ∣ 
[  epoch 0001/0030] 3290/4800, lr:1.0e-04 ∣ avg_100 : 12.531715 ∣ l2loss : 11.685861 ∣ 
[  epoch 0001/0030] 3300/4800, lr:1.0e-04 ∣ avg_100 : 12.513216 ∣ l2loss : 11.283224 ∣ 
[  epoch 0001/0030] 3310/4800, lr:1.0e-04 ∣ avg_100 : 12.492363 ∣ l2loss : 11.205499 ∣ 
[  epoch 0001/0030] 3320/4800, lr:1.0e-04 ∣ avg_100 : 12.473787 ∣ l2loss : 11.259044 ∣ 
[  epoch 0001/0030] 3330/4800, lr:1.0e-04 ∣ avg_100 : 12.453388 ∣ l2loss : 11.528372 ∣ 
[  epoch 0001/0030] 3340/4800, lr:1.0e-04 ∣ avg_100 : 12.441130 ∣ l2loss : 12.003497 ∣ 
[  epoch 0001/0030] 3350/4800, lr:1.0e-04 ∣ avg_100 : 12.423061 ∣ l2loss : 11.678420 ∣ 
[  epoch 0001/0030] 3360/4800, lr:1.0e-04 ∣ avg_100 : 12.397001 ∣ l2loss : 11.318251 ∣ 
[  epoch 0001/0030] 3370/4800, lr:1.0e-04 ∣ avg_100 : 12.370724 ∣ l2loss : 11.449228 ∣ 
[  epoch 0001/0030] 3380/4800, lr:1.0e-04 ∣ avg_100 : 12.363499 ∣ l2loss : 12.433297 ∣ 
[  epoch 0001/0030] 3390/4800, lr:1.0e-04 ∣ avg_100 : 12.339822 ∣ l2loss : 11.353817 ∣ 
[  epoch 0001/0030] 3400/4800, lr:1.0e-04 ∣ avg_100 : 12.320526 ∣ l2loss : 11.638992 ∣ 
[  epoch 0001/0030] 3410/4800, lr:1.0e-04 ∣ avg_100 : 12.300100 ∣ l2loss : 11.980646 ∣ 
[  epoch 0001/0030] 3420/4800, lr:1.0e-04 ∣ avg_100 : 12.283706 ∣ l2loss : 11.697890 ∣ 
[  epoch 0001/0030] 3430/4800, lr:1.0e-04 ∣ avg_100 : 12.267210 ∣ l2loss : 11.699634 ∣ 
[  epoch 0001/0030] 3440/4800, lr:1.0e-04 ∣ avg_100 : 12.244478 ∣ l2loss : 10.943284 ∣ 
[  epoch 0001/0030] 3450/4800, lr:1.0e-04 ∣ avg_100 : 12.220872 ∣ l2loss : 11.602995 ∣ 
[  epoch 0001/0030] 3460/4800, lr:1.0e-04 ∣ avg_100 : 12.205562 ∣ l2loss : 11.627802 ∣ 
[  epoch 0001/0030] 3470/4800, lr:1.0e-04 ∣ avg_100 : 12.183784 ∣ l2loss : 11.347015 ∣ 
[  epoch 0001/0030] 3480/4800, lr:1.0e-04 ∣ avg_100 : 12.167317 ∣ l2loss : 11.279391 ∣ 
[  epoch 0001/0030] 3490/4800, lr:1.0e-04 ∣ avg_100 : 12.151689 ∣ l2loss : 11.124479 ∣ 
[  epoch 0001/0030] 3500/4800, lr:1.0e-04 ∣ avg_100 : 12.125892 ∣ l2loss : 10.915830 ∣ 
[  epoch 0001/0030] 3510/4800, lr:1.0e-04 ∣ avg_100 : 12.106803 ∣ l2loss : 10.964976 ∣ 
[  epoch 0001/0030] 3520/4800, lr:1.0e-04 ∣ avg_100 : 12.097136 ∣ l2loss : 11.684893 ∣ 
[  epoch 0001/0030] 3530/4800, lr:1.0e-04 ∣ avg_100 : 12.078630 ∣ l2loss : 10.799645 ∣ 
[  epoch 0001/0030] 3540/4800, lr:1.0e-04 ∣ avg_100 : 12.064454 ∣ l2loss : 11.957542 ∣ 
[  epoch 0001/0030] 3550/4800, lr:1.0e-04 ∣ avg_100 : 12.048445 ∣ l2loss : 11.255862 ∣ 
[  epoch 0001/0030] 3560/4800, lr:1.0e-04 ∣ avg_100 : 12.028442 ∣ l2loss : 11.073204 ∣ 
[  epoch 0001/0030] 3570/4800, lr:1.0e-04 ∣ avg_100 : 12.013712 ∣ l2loss : 11.049444 ∣ 
[  epoch 0001/0030] 3580/4800, lr:1.0e-04 ∣ avg_100 : 11.995804 ∣ l2loss : 11.334725 ∣ 
[  epoch 0001/0030] 3590/4800, lr:1.0e-04 ∣ avg_100 : 11.976216 ∣ l2loss : 10.660612 ∣ 
[  epoch 0001/0030] 3600/4800, lr:1.0e-04 ∣ avg_100 : 11.969253 ∣ l2loss : 11.215602 ∣ 
[  epoch 0001/0030] 3610/4800, lr:1.0e-04 ∣ avg_100 : 11.953306 ∣ l2loss : 11.245740 ∣ 
[  epoch 0001/0030] 3620/4800, lr:1.0e-04 ∣ avg_100 : 11.932486 ∣ l2loss : 10.904778 ∣ 
[  epoch 0001/0030] 3630/4800, lr:1.0e-04 ∣ avg_100 : 11.903852 ∣ l2loss : 10.882300 ∣ 
[  epoch 0001/0030] 3640/4800, lr:1.0e-04 ∣ avg_100 : 11.891222 ∣ l2loss : 11.585578 ∣ 
[  epoch 0001/0030] 3650/4800, lr:1.0e-04 ∣ avg_100 : 11.877266 ∣ l2loss : 11.605719 ∣ 
[  epoch 0001/0030] 3660/4800, lr:1.0e-04 ∣ avg_100 : 11.871474 ∣ l2loss : 11.652262 ∣ 
[  epoch 0001/0030] 3670/4800, lr:1.0e-04 ∣ avg_100 : 11.853736 ∣ l2loss : 11.160926 ∣ 
[  epoch 0001/0030] 3680/4800, lr:1.0e-04 ∣ avg_100 : 11.839914 ∣ l2loss : 11.264955 ∣ 
[  epoch 0001/0030] 3690/4800, lr:1.0e-04 ∣ avg_100 : 11.822045 ∣ l2loss : 11.313540 ∣ 
[  epoch 0001/0030] 3700/4800, lr:1.0e-04 ∣ avg_100 : 11.802649 ∣ l2loss : 10.702100 ∣ 
[  epoch 0001/0030] 3710/4800, lr:1.0e-04 ∣ avg_100 : 11.777845 ∣ l2loss : 10.722815 ∣ 
[  epoch 0001/0030] 3720/4800, lr:1.0e-04 ∣ avg_100 : 11.758741 ∣ l2loss : 10.985369 ∣ 
[  epoch 0001/0030] 3730/4800, lr:1.0e-04 ∣ avg_100 : 11.740627 ∣ l2loss : 10.890749 ∣ 
[  epoch 0001/0030] 3740/4800, lr:1.0e-04 ∣ avg_100 : 11.727332 ∣ l2loss : 11.116688 ∣ 
[  epoch 0001/0030] 3750/4800, lr:1.0e-04 ∣ avg_100 : 11.716459 ∣ l2loss : 11.075252 ∣ 
[  epoch 0001/0030] 3760/4800, lr:1.0e-04 ∣ avg_100 : 11.699444 ∣ l2loss : 10.730040 ∣ 
[  epoch 0001/0030] 3770/4800, lr:1.0e-04 ∣ avg_100 : 11.690552 ∣ l2loss : 11.097478 ∣ 
[  epoch 0001/0030] 3780/4800, lr:1.0e-04 ∣ avg_100 : 11.679060 ∣ l2loss : 11.046944 ∣ 
[  epoch 0001/0030] 3790/4800, lr:1.0e-04 ∣ avg_100 : 11.665733 ∣ l2loss : 10.570152 ∣ 
[  epoch 0001/0030] 3800/4800, lr:1.0e-04 ∣ avg_100 : 11.654835 ∣ l2loss : 11.077001 ∣ 
[  epoch 0001/0030] 3810/4800, lr:1.0e-04 ∣ avg_100 : 11.633837 ∣ l2loss : 11.026981 ∣ 
[  epoch 0001/0030] 3820/4800, lr:1.0e-04 ∣ avg_100 : 11.615615 ∣ l2loss : 10.683473 ∣ 
[  epoch 0001/0030] 3830/4800, lr:1.0e-04 ∣ avg_100 : 11.603021 ∣ l2loss : 10.661930 ∣ 
[  epoch 0001/0030] 3840/4800, lr:1.0e-04 ∣ avg_100 : 11.590504 ∣ l2loss : 11.058862 ∣ 
[  epoch 0001/0030] 3850/4800, lr:1.0e-04 ∣ avg_100 : 11.572125 ∣ l2loss : 10.236319 ∣ 
[  epoch 0001/0030] 3860/4800, lr:1.0e-04 ∣ avg_100 : 11.559608 ∣ l2loss : 11.088270 ∣ 
[  epoch 0001/0030] 3870/4800, lr:1.0e-04 ∣ avg_100 : 11.544240 ∣ l2loss : 11.072427 ∣ 
[  epoch 0001/0030] 3880/4800, lr:1.0e-04 ∣ avg_100 : 11.533325 ∣ l2loss : 11.095112 ∣ 
[  epoch 0001/0030] 3890/4800, lr:1.0e-04 ∣ avg_100 : 11.519704 ∣ l2loss : 11.009555 ∣ 
[  epoch 0001/0030] 3900/4800, lr:1.0e-04 ∣ avg_100 : 11.503006 ∣ l2loss : 10.652046 ∣ 
[  epoch 0001/0030] 3910/4800, lr:1.0e-04 ∣ avg_100 : 11.493704 ∣ l2loss : 11.229093 ∣ 
[  epoch 0001/0030] 3920/4800, lr:1.0e-04 ∣ avg_100 : 11.481051 ∣ l2loss : 10.569992 ∣ 
[  epoch 0001/0030] 3930/4800, lr:1.0e-04 ∣ avg_100 : 11.459442 ∣ l2loss : 10.415106 ∣ 
[  epoch 0001/0030] 3940/4800, lr:1.0e-04 ∣ avg_100 : 11.443211 ∣ l2loss : 10.601974 ∣ 
[  epoch 0001/0030] 3950/4800, lr:1.0e-04 ∣ avg_100 : 11.434856 ∣ l2loss : 11.197957 ∣ 
[  epoch 0001/0030] 3960/4800, lr:1.0e-04 ∣ avg_100 : 11.414688 ∣ l2loss : 10.719752 ∣ 
[  epoch 0001/0030] 3970/4800, lr:1.0e-04 ∣ avg_100 : 11.398405 ∣ l2loss : 10.674706 ∣ 
[  epoch 0001/0030] 3980/4800, lr:1.0e-04 ∣ avg_100 : 11.389011 ∣ l2loss : 11.023997 ∣ 
[  epoch 0001/0030] 3990/4800, lr:1.0e-04 ∣ avg_100 : 11.380226 ∣ l2loss : 10.574498 ∣ 
[  epoch 0001/0030] 4000/4800, lr:1.0e-04 ∣ avg_100 : 11.374795 ∣ l2loss : 10.858788 ∣ 
[  epoch 0001/0030] 4010/4800, lr:1.0e-04 ∣ avg_100 : 11.361282 ∣ l2loss : 10.777458 ∣ 
[  epoch 0001/0030] 4020/4800, lr:1.0e-04 ∣ avg_100 : 11.339766 ∣ l2loss : 10.426442 ∣ 
[  epoch 0001/0030] 4030/4800, lr:1.0e-04 ∣ avg_100 : 11.322756 ∣ l2loss : 10.638638 ∣ 
[  epoch 0001/0030] 4040/4800, lr:1.0e-04 ∣ avg_100 : 11.307766 ∣ l2loss : 10.506036 ∣ 
[  epoch 0001/0030] 4050/4800, lr:1.0e-04 ∣ avg_100 : 11.292012 ∣ l2loss : 10.531663 ∣ 
[  epoch 0001/0030] 4060/4800, lr:1.0e-04 ∣ avg_100 : 11.273141 ∣ l2loss : 10.395080 ∣ 
[  epoch 0001/0030] 4070/4800, lr:1.0e-04 ∣ avg_100 : 11.257909 ∣ l2loss : 10.407261 ∣ 
[  epoch 0001/0030] 4080/4800, lr:1.0e-04 ∣ avg_100 : 11.246512 ∣ l2loss : 10.940449 ∣ 
[  epoch 0001/0030] 4090/4800, lr:1.0e-04 ∣ avg_100 : 11.232597 ∣ l2loss : 10.900261 ∣ 
[  epoch 0001/0030] 4100/4800, lr:1.0e-04 ∣ avg_100 : 11.227046 ∣ l2loss : 10.775596 ∣ 
[  epoch 0001/0030] 4110/4800, lr:1.0e-04 ∣ avg_100 : 11.219360 ∣ l2loss : 11.214083 ∣ 
[  epoch 0001/0030] 4120/4800, lr:1.0e-04 ∣ avg_100 : 11.211213 ∣ l2loss : 11.059055 ∣ 
[  epoch 0001/0030] 4130/4800, lr:1.0e-04 ∣ avg_100 : 11.199799 ∣ l2loss : 10.852536 ∣ 
[  epoch 0001/0030] 4140/4800, lr:1.0e-04 ∣ avg_100 : 11.184563 ∣ l2loss : 10.783260 ∣ 
[  epoch 0001/0030] 4150/4800, lr:1.0e-04 ∣ avg_100 : 11.165310 ∣ l2loss : 10.105728 ∣ 
[  epoch 0001/0030] 4160/4800, lr:1.0e-04 ∣ avg_100 : 11.147137 ∣ l2loss : 10.151631 ∣ 
[  epoch 0001/0030] 4170/4800, lr:1.0e-04 ∣ avg_100 : 11.140573 ∣ l2loss : 11.098984 ∣ 
[  epoch 0001/0030] 4180/4800, lr:1.0e-04 ∣ avg_100 : 11.133544 ∣ l2loss : 10.447459 ∣ 
[  epoch 0001/0030] 4190/4800, lr:1.0e-04 ∣ avg_100 : 11.124564 ∣ l2loss : 10.705199 ∣ 
[  epoch 0001/0030] 4200/4800, lr:1.0e-04 ∣ avg_100 : 11.109156 ∣ l2loss : 10.186656 ∣ 
[  epoch 0001/0030] 4210/4800, lr:1.0e-04 ∣ avg_100 : 11.098287 ∣ l2loss : 10.847599 ∣ 
[  epoch 0001/0030] 4220/4800, lr:1.0e-04 ∣ avg_100 : 11.081806 ∣ l2loss : 10.101372 ∣ 
[  epoch 0001/0030] 4230/4800, lr:1.0e-04 ∣ avg_100 : 11.061268 ∣ l2loss : 10.001359 ∣ 
[  epoch 0001/0030] 4240/4800, lr:1.0e-04 ∣ avg_100 : 11.044993 ∣ l2loss : 10.138172 ∣ 
[  epoch 0001/0030] 4250/4800, lr:1.0e-04 ∣ avg_100 : 11.032188 ∣ l2loss : 10.779942 ∣ 
[  epoch 0001/0030] 4260/4800, lr:1.0e-04 ∣ avg_100 : 11.023488 ∣ l2loss : 10.709313 ∣ 
[  epoch 0001/0030] 4270/4800, lr:1.0e-04 ∣ avg_100 : 11.011351 ∣ l2loss : 11.022520 ∣ 
[  epoch 0001/0030] 4280/4800, lr:1.0e-04 ∣ avg_100 : 11.000356 ∣ l2loss : 10.397600 ∣ 
[  epoch 0001/0030] 4290/4800, lr:1.0e-04 ∣ avg_100 : 10.982699 ∣ l2loss : 9.920230 ∣ 
[  epoch 0001/0030] 4300/4800, lr:1.0e-04 ∣ avg_100 : 10.975080 ∣ l2loss : 10.521306 ∣ 
[  epoch 0001/0030] 4310/4800, lr:1.0e-04 ∣ avg_100 : 10.968688 ∣ l2loss : 10.566259 ∣ 
[  epoch 0001/0030] 4320/4800, lr:1.0e-04 ∣ avg_100 : 10.958986 ∣ l2loss : 10.288847 ∣ 
[  epoch 0001/0030] 4330/4800, lr:1.0e-04 ∣ avg_100 : 10.948857 ∣ l2loss : 10.515554 ∣ 
[  epoch 0001/0030] 4340/4800, lr:1.0e-04 ∣ avg_100 : 10.933619 ∣ l2loss : 10.479695 ∣ 
[  epoch 0001/0030] 4350/4800, lr:1.0e-04 ∣ avg_100 : 10.921421 ∣ l2loss : 10.458618 ∣ 
[  epoch 0001/0030] 4360/4800, lr:1.0e-04 ∣ avg_100 : 10.918001 ∣ l2loss : 10.976168 ∣ 
[  epoch 0001/0030] 4370/4800, lr:1.0e-04 ∣ avg_100 : 10.906060 ∣ l2loss : 10.255210 ∣ 
[  epoch 0001/0030] 4380/4800, lr:1.0e-04 ∣ avg_100 : 10.888221 ∣ l2loss : 10.649336 ∣ 
[  epoch 0001/0030] 4390/4800, lr:1.0e-04 ∣ avg_100 : 10.876931 ∣ l2loss : 10.224881 ∣ 
[  epoch 0001/0030] 4400/4800, lr:1.0e-04 ∣ avg_100 : 10.864541 ∣ l2loss : 10.399938 ∣ 
[  epoch 0001/0030] 4410/4800, lr:1.0e-04 ∣ avg_100 : 10.848922 ∣ l2loss : 10.418782 ∣ 
[  epoch 0001/0030] 4420/4800, lr:1.0e-04 ∣ avg_100 : 10.839208 ∣ l2loss : 10.726512 ∣ 
[  epoch 0001/0030] 4430/4800, lr:1.0e-04 ∣ avg_100 : 10.828200 ∣ l2loss : 10.598792 ∣ 
[  epoch 0001/0030] 4440/4800, lr:1.0e-04 ∣ avg_100 : 10.822580 ∣ l2loss : 10.381317 ∣ 
[  epoch 0001/0030] 4450/4800, lr:1.0e-04 ∣ avg_100 : 10.810987 ∣ l2loss : 10.443631 ∣ 
[  epoch 0001/0030] 4460/4800, lr:1.0e-04 ∣ avg_100 : 10.796278 ∣ l2loss : 10.156957 ∣ 
[  epoch 0001/0030] 4470/4800, lr:1.0e-04 ∣ avg_100 : 10.785128 ∣ l2loss : 10.232021 ∣ 
[  epoch 0001/0030] 4480/4800, lr:1.0e-04 ∣ avg_100 : 10.780255 ∣ l2loss : 10.792022 ∣ 
[  epoch 0001/0030] 4490/4800, lr:1.0e-04 ∣ avg_100 : 10.774029 ∣ l2loss : 10.501900 ∣ 
[  epoch 0001/0030] 4500/4800, lr:1.0e-04 ∣ avg_100 : 10.769950 ∣ l2loss : 10.507970 ∣ 
[  epoch 0001/0030] 4510/4800, lr:1.0e-04 ∣ avg_100 : 10.765340 ∣ l2loss : 10.503902 ∣ 
[  epoch 0001/0030] 4520/4800, lr:1.0e-04 ∣ avg_100 : 10.749847 ∣ l2loss : 10.135603 ∣ 
[  epoch 0001/0030] 4530/4800, lr:1.0e-04 ∣ avg_100 : 10.740408 ∣ l2loss : 9.855737 ∣ 
[  epoch 0001/0030] 4540/4800, lr:1.0e-04 ∣ avg_100 : 10.732779 ∣ l2loss : 11.194698 ∣ 
[  epoch 0001/0030] 4550/4800, lr:1.0e-04 ∣ avg_100 : 10.721217 ∣ l2loss : 10.099638 ∣ 
[  epoch 0001/0030] 4560/4800, lr:1.0e-04 ∣ avg_100 : 10.712937 ∣ l2loss : 10.245227 ∣ 
[  epoch 0001/0030] 4570/4800, lr:1.0e-04 ∣ avg_100 : 10.703157 ∣ l2loss : 10.071459 ∣ 
[  epoch 0001/0030] 4580/4800, lr:1.0e-04 ∣ avg_100 : 10.692727 ∣ l2loss : 10.291709 ∣ 
[  epoch 0001/0030] 4590/4800, lr:1.0e-04 ∣ avg_100 : 10.682549 ∣ l2loss : 9.642772 ∣ 
[  epoch 0001/0030] 4600/4800, lr:1.0e-04 ∣ avg_100 : 10.671709 ∣ l2loss : 10.131673 ∣ 
[  epoch 0001/0030] 4610/4800, lr:1.0e-04 ∣ avg_100 : 10.665603 ∣ l2loss : 10.635052 ∣ 
[  epoch 0001/0030] 4620/4800, lr:1.0e-04 ∣ avg_100 : 10.653747 ∣ l2loss : 9.719267 ∣ 
[  epoch 0001/0030] 4630/4800, lr:1.0e-04 ∣ avg_100 : 10.644837 ∣ l2loss : 9.991295 ∣ 
[  epoch 0001/0030] 4640/4800, lr:1.0e-04 ∣ avg_100 : 10.630067 ∣ l2loss : 10.108521 ∣ 
[  epoch 0001/0030] 4650/4800, lr:1.0e-04 ∣ avg_100 : 10.619212 ∣ l2loss : 10.520217 ∣ 
[  epoch 0001/0030] 4660/4800, lr:1.0e-04 ∣ avg_100 : 10.606053 ∣ l2loss : 10.336389 ∣ 
[  epoch 0001/0030] 4670/4800, lr:1.0e-04 ∣ avg_100 : 10.593055 ∣ l2loss : 9.861165 ∣ 
[  epoch 0001/0030] 4680/4800, lr:1.0e-04 ∣ avg_100 : 10.577341 ∣ l2loss : 9.693487 ∣ 
[  epoch 0001/0030] 4690/4800, lr:1.0e-04 ∣ avg_100 : 10.561862 ∣ l2loss : 9.765646 ∣ 
[  epoch 0001/0030] 4700/4800, lr:1.0e-04 ∣ avg_100 : 10.555198 ∣ l2loss : 10.035672 ∣ 
[  epoch 0001/0030] 4710/4800, lr:1.0e-04 ∣ avg_100 : 10.547197 ∣ l2loss : 9.922808 ∣ 
[  epoch 0001/0030] 4720/4800, lr:1.0e-04 ∣ avg_100 : 10.539519 ∣ l2loss : 10.217505 ∣ 
[  epoch 0001/0030] 4730/4800, lr:1.0e-04 ∣ avg_100 : 10.532396 ∣ l2loss : 10.178488 ∣ 
[  epoch 0001/0030] 4740/4800, lr:1.0e-04 ∣ avg_100 : 10.523146 ∣ l2loss : 10.191657 ∣ 
[  epoch 0001/0030] 4750/4800, lr:1.0e-04 ∣ avg_100 : 10.515155 ∣ l2loss : 10.276199 ∣ 
[  epoch 0001/0030] 4760/4800, lr:1.0e-04 ∣ avg_100 : 10.515948 ∣ l2loss : 10.809331 ∣ 
[  epoch 0001/0030] 4770/4800, lr:1.0e-04 ∣ avg_100 : 10.506938 ∣ l2loss : 10.196421 ∣ 
[  epoch 0001/0030] 4780/4800, lr:1.0e-04 ∣ avg_100 : 10.498564 ∣ l2loss : 10.209537 ∣ 
[  epoch 0001/0030] 4790/4800, lr:1.0e-04 ∣ avg_100 : 10.496057 ∣ l2loss : 10.319515 ∣ 
[  epoch 0001/0030] 4800/4800, lr:1.0e-04 ∣ avg_100 : 10.488650 ∣ l2loss : 10.336312 ∣ 
[    val 001    ] testing... 00007/122880. PSNR : 38.38 dB6, total: 15:48:23                    

[ WARN:0@2140.215] global loadsave.cpp:848 imwrite_ Unsupported depth image for selected encoder is fallbacked to CV_8U.

[    val 001    ] Done! PSNR : 36.45 dB, SSIM : 0.925
[  epoch 0002/0030] 0010/4800, lr:1.0e-04 ∣ avg_100 : 10.480732 ∣ l2loss : 10.235110 ∣ 
[  epoch 0002/0030] 0020/4800, lr:1.0e-04 ∣ avg_100 : 10.473967 ∣ l2loss : 10.006980 ∣ 
[  epoch 0002/0030] 0030/4800, lr:1.0e-04 ∣ avg_100 : 10.464396 ∣ l2loss : 9.704818 ∣ 
[  epoch 0002/0030] 0040/4800, lr:1.0e-04 ∣ avg_100 : 10.452735 ∣ l2loss : 9.892762 ∣ 
[  epoch 0002/0030] 0050/4800, lr:1.0e-04 ∣ avg_100 : 10.453356 ∣ l2loss : 10.298433 ∣ 
[  epoch 0002/0030] 0060/4800, lr:1.0e-04 ∣ avg_100 : 10.438500 ∣ l2loss : 9.602661 ∣ 
[  epoch 0002/0030] 0070/4800, lr:1.0e-04 ∣ avg_100 : 10.427801 ∣ l2loss : 10.002541 ∣ 
[  epoch 0002/0030] 0080/4800, lr:1.0e-04 ∣ avg_100 : 10.416498 ∣ l2loss : 9.964809 ∣ 
[  epoch 0002/0030] 0090/4800, lr:1.0e-04 ∣ avg_100 : 10.402591 ∣ l2loss : 9.618858 ∣ 
[  epoch 0002/0030] 0100/4800, lr:1.0e-04 ∣ avg_100 : 10.394091 ∣ l2loss : 9.802037 ∣ 
[  epoch 0002/0030] 0110/4800, lr:1.0e-04 ∣ avg_100 : 10.375144 ∣ l2loss : 9.334454 ∣ 
[  epoch 0002/0030] 0120/4800, lr:1.0e-04 ∣ avg_100 : 10.362774 ∣ l2loss : 9.332954 ∣ 
[  epoch 0002/0030] 0130/4800, lr:1.0e-04 ∣ avg_100 : 10.358189 ∣ l2loss : 9.956593 ∣ 
[  epoch 0002/0030] 0140/4800, lr:1.0e-04 ∣ avg_100 : 10.351493 ∣ l2loss : 9.932429 ∣ 
[  epoch 0002/0030] 0150/4800, lr:1.0e-04 ∣ avg_100 : 10.341410 ∣ l2loss : 10.189642 ∣ 
[  epoch 0002/0030] 0160/4800, lr:1.0e-04 ∣ avg_100 : 10.329654 ∣ l2loss : 9.544111 ∣ 
[  epoch 0002/0030] 0170/4800, lr:1.0e-04 ∣ avg_100 : 10.321970 ∣ l2loss : 9.906268 ∣ 
[  epoch 0002/0030] 0180/4800, lr:1.0e-04 ∣ avg_100 : 10.313341 ∣ l2loss : 10.161177 ∣ 
[  epoch 0002/0030] 0190/4800, lr:1.0e-04 ∣ avg_100 : 10.306746 ∣ l2loss : 9.914927 ∣ 
[  epoch 0002/0030] 0200/4800, lr:1.0e-04 ∣ avg_100 : 10.293015 ∣ l2loss : 9.485688 ∣ 
[  epoch 0002/0030] 0210/4800, lr:1.0e-04 ∣ avg_100 : 10.286406 ∣ l2loss : 10.116586 ∣ 
[  epoch 0002/0030] 0220/4800, lr:1.0e-04 ∣ avg_100 : 10.276905 ∣ l2loss : 9.476327 ∣ 
[  epoch 0002/0030] 0230/4800, lr:1.0e-04 ∣ avg_100 : 10.268369 ∣ l2loss : 9.785089 ∣ 
[  epoch 0002/0030] 0240/4800, lr:1.0e-04 ∣ avg_100 : 10.264164 ∣ l2loss : 10.085475 ∣ 
[  epoch 0002/0030] 0250/4800, lr:1.0e-04 ∣ avg_100 : 10.259301 ∣ l2loss : 10.045409 ∣ 
[  epoch 0002/0030] 0260/4800, lr:1.0e-04 ∣ avg_100 : 10.251197 ∣ l2loss : 9.584688 ∣ 
[  epoch 0002/0030] 0270/4800, lr:1.0e-04 ∣ avg_100 : 10.244460 ∣ l2loss : 9.733546 ∣ 
[  epoch 0002/0030] 0280/4800, lr:1.0e-04 ∣ avg_100 : 10.233330 ∣ l2loss : 9.827458 ∣ 
[  epoch 0002/0030] 0290/4800, lr:1.0e-04 ∣ avg_100 : 10.228309 ∣ l2loss : 10.398123 ∣ 
[  epoch 0002/0030] 0300/4800, lr:1.0e-04 ∣ avg_100 : 10.214945 ∣ l2loss : 9.439182 ∣ 
[  epoch 0002/0030] 0310/4800, lr:1.0e-04 ∣ avg_100 : 10.203702 ∣ l2loss : 10.089854 ∣ 
[  epoch 0002/0030] 0320/4800, lr:1.0e-04 ∣ avg_100 : 10.190637 ∣ l2loss : 9.752536 ∣ 
[  epoch 0002/0030] 0330/4800, lr:1.0e-04 ∣ avg_100 : 10.175921 ∣ l2loss : 9.380976 ∣ 
[  epoch 0002/0030] 0340/4800, lr:1.0e-04 ∣ avg_100 : 10.166908 ∣ l2loss : 9.881952 ∣ 
[  epoch 0002/0030] 0350/4800, lr:1.0e-04 ∣ avg_100 : 10.170186 ∣ l2loss : 10.433500 ∣ 
[  epoch 0002/0030] 0360/4800, lr:1.0e-04 ∣ avg_100 : 10.163282 ∣ l2loss : 9.461196 ∣ 
[  epoch 0002/0030] 0370/4800, lr:1.0e-04 ∣ avg_100 : 10.150623 ∣ l2loss : 9.833069 ∣ 
[  epoch 0002/0030] 0380/4800, lr:1.0e-04 ∣ avg_100 : 10.147886 ∣ l2loss : 10.173752 ∣ 
[  epoch 0002/0030] 0390/4800, lr:1.0e-04 ∣ avg_100 : 10.137795 ∣ l2loss : 9.696145 ∣ 
[  epoch 0002/0030] 0400/4800, lr:1.0e-04 ∣ avg_100 : 10.131678 ∣ l2loss : 9.574914 ∣ 
[  epoch 0002/0030] 0410/4800, lr:1.0e-04 ∣ avg_100 : 10.122715 ∣ l2loss : 9.951342 ∣ 
[  epoch 0002/0030] 0420/4800, lr:1.0e-04 ∣ avg_100 : 10.116163 ∣ l2loss : 9.446162 ∣ 
[  epoch 0002/0030] 0430/4800, lr:1.0e-04 ∣ avg_100 : 10.109298 ∣ l2loss : 9.314818 ∣ 
[  epoch 0002/0030] 0440/4800, lr:1.0e-04 ∣ avg_100 : 10.104701 ∣ l2loss : 9.678496 ∣ 
[  epoch 0002/0030] 0450/4800, lr:1.0e-04 ∣ avg_100 : 10.100685 ∣ l2loss : 10.378352 ∣ 
[  epoch 0002/0030] 0460/4800, lr:1.0e-04 ∣ avg_100 : 10.088748 ∣ l2loss : 9.515641 ∣ 
[  epoch 0002/0030] 0470/4800, lr:1.0e-04 ∣ avg_100 : 10.074639 ∣ l2loss : 9.611562 ∣ 
[  epoch 0002/0030] 0480/4800, lr:1.0e-04 ∣ avg_100 : 10.068334 ∣ l2loss : 9.767129 ∣ 
[  epoch 0002/0030] 0490/4800, lr:1.0e-04 ∣ avg_100 : 10.064799 ∣ l2loss : 9.566787 ∣ 
[  epoch 0002/0030] 0500/4800, lr:1.0e-04 ∣ avg_100 : 10.058824 ∣ l2loss : 9.923767 ∣ 
[  epoch 0002/0030] 0510/4800, lr:1.0e-04 ∣ avg_100 : 10.050689 ∣ l2loss : 9.752783 ∣ 
[  epoch 0002/0030] 0520/4800, lr:1.0e-04 ∣ avg_100 : 10.044009 ∣ l2loss : 9.620797 ∣ 
[  epoch 0002/0030] 0530/4800, lr:1.0e-04 ∣ avg_100 : 10.030995 ∣ l2loss : 9.214182 ∣ 
[  epoch 0002/0030] 0540/4800, lr:1.0e-04 ∣ avg_100 : 10.022150 ∣ l2loss : 9.595155 ∣ 
[  epoch 0002/0030] 0550/4800, lr:1.0e-04 ∣ avg_100 : 10.012184 ∣ l2loss : 9.462063 ∣ 
[  epoch 0002/0030] 0560/4800, lr:1.0e-04 ∣ avg_100 : 10.001117 ∣ l2loss : 9.869487 ∣ 
[  epoch 0002/0030] 0570/4800, lr:1.0e-04 ∣ avg_100 : 9.995733 ∣ l2loss : 9.716762 ∣ 
[  epoch 0002/0030] 0580/4800, lr:1.0e-04 ∣ avg_100 : 9.987363 ∣ l2loss : 9.812374 ∣ 
[  epoch 0002/0030] 0590/4800, lr:1.0e-04 ∣ avg_100 : 9.982339 ∣ l2loss : 9.722479 ∣ 
[  epoch 0002/0030] 0600/4800, lr:1.0e-04 ∣ avg_100 : 9.975882 ∣ l2loss : 9.754183 ∣ 
[  epoch 0002/0030] 0610/4800, lr:1.0e-04 ∣ avg_100 : 9.969490 ∣ l2loss : 9.779629 ∣ 
[  epoch 0002/0030] 0620/4800, lr:1.0e-04 ∣ avg_100 : 9.958970 ∣ l2loss : 9.674520 ∣ 
[  epoch 0002/0030] 0630/4800, lr:1.0e-04 ∣ avg_100 : 9.949116 ∣ l2loss : 9.613336 ∣ 
[  epoch 0002/0030] 0640/4800, lr:1.0e-04 ∣ avg_100 : 9.940642 ∣ l2loss : 9.533923 ∣ 
[  epoch 0002/0030] 0650/4800, lr:1.0e-04 ∣ avg_100 : 9.929134 ∣ l2loss : 9.292857 ∣ 
[  epoch 0002/0030] 0660/4800, lr:1.0e-04 ∣ avg_100 : 9.921806 ∣ l2loss : 9.424142 ∣ 
[  epoch 0002/0030] 0670/4800, lr:1.0e-04 ∣ avg_100 : 9.911773 ∣ l2loss : 9.228789 ∣ 
[  epoch 0002/0030] 0680/4800, lr:1.0e-04 ∣ avg_100 : 9.901070 ∣ l2loss : 9.721673 ∣ 
[  epoch 0002/0030] 0690/4800, lr:1.0e-04 ∣ avg_100 : 9.890208 ∣ l2loss : 9.415709 ∣ 
[  epoch 0002/0030] 0700/4800, lr:1.0e-04 ∣ avg_100 : 9.883378 ∣ l2loss : 9.824986 ∣ 
[  epoch 0002/0030] 0710/4800, lr:1.0e-04 ∣ avg_100 : 9.871619 ∣ l2loss : 9.327944 ∣ 
[  epoch 0002/0030] 0720/4800, lr:1.0e-04 ∣ avg_100 : 9.865077 ∣ l2loss : 9.481418 ∣ 
[  epoch 0002/0030] 0730/4800, lr:1.0e-04 ∣ avg_100 : 9.864232 ∣ l2loss : 9.771272 ∣ 
[  epoch 0002/0030] 0740/4800, lr:1.0e-04 ∣ avg_100 : 9.853297 ∣ l2loss : 10.101231 ∣ 
[  epoch 0002/0030] 0750/4800, lr:1.0e-04 ∣ avg_100 : 9.848922 ∣ l2loss : 9.662044 ∣ 
[  epoch 0002/0030] 0760/4800, lr:1.0e-04 ∣ avg_100 : 9.845106 ∣ l2loss : 9.863662 ∣ 
[  epoch 0002/0030] 0770/4800, lr:1.0e-04 ∣ avg_100 : 9.843147 ∣ l2loss : 9.875611 ∣ 
[  epoch 0002/0030] 0780/4800, lr:1.0e-04 ∣ avg_100 : 9.836814 ∣ l2loss : 9.658399 ∣ 
[  epoch 0002/0030] 0790/4800, lr:1.0e-04 ∣ avg_100 : 9.829935 ∣ l2loss : 8.954855 ∣ 
[  epoch 0002/0030] 0800/4800, lr:1.0e-04 ∣ avg_100 : 9.822375 ∣ l2loss : 9.375698 ∣ 
[  epoch 0002/0030] 0810/4800, lr:1.0e-04 ∣ avg_100 : 9.806333 ∣ l2loss : 9.030847 ∣ 
[  epoch 0002/0030] 0820/4800, lr:1.0e-04 ∣ avg_100 : 9.802218 ∣ l2loss : 9.307703 ∣ 
[  epoch 0002/0030] 0830/4800, lr:1.0e-04 ∣ avg_100 : 9.797971 ∣ l2loss : 9.566632 ∣ 
[  epoch 0002/0030] 0840/4800, lr:1.0e-04 ∣ avg_100 : 9.791502 ∣ l2loss : 9.461582 ∣ 
[  epoch 0002/0030] 0850/4800, lr:1.0e-04 ∣ avg_100 : 9.780159 ∣ l2loss : 9.385969 ∣ 
[  epoch 0002/0030] 0860/4800, lr:1.0e-04 ∣ avg_100 : 9.776251 ∣ l2loss : 9.945538 ∣ 
[  epoch 0002/0030] 0870/4800, lr:1.0e-04 ∣ avg_100 : 9.772009 ∣ l2loss : 9.436966 ∣ 
[  epoch 0002/0030] 0880/4800, lr:1.0e-04 ∣ avg_100 : 9.767652 ∣ l2loss : 9.257813 ∣ 
[  epoch 0002/0030] 0890/4800, lr:1.0e-04 ∣ avg_100 : 9.760890 ∣ l2loss : 9.089404 ∣ 
[  epoch 0002/0030] 0900/4800, lr:1.0e-04 ∣ avg_100 : 9.752736 ∣ l2loss : 9.220329 ∣ 
[  epoch 0002/0030] 0910/4800, lr:1.0e-04 ∣ avg_100 : 9.744433 ∣ l2loss : 9.092509 ∣ 
[  epoch 0002/0030] 0920/4800, lr:1.0e-04 ∣ avg_100 : 9.737022 ∣ l2loss : 9.476374 ∣ 
[  epoch 0002/0030] 0930/4800, lr:1.0e-04 ∣ avg_100 : 9.727283 ∣ l2loss : 9.204614 ∣ 
[  epoch 0002/0030] 0940/4800, lr:1.0e-04 ∣ avg_100 : 9.720675 ∣ l2loss : 9.530821 ∣ 
[  epoch 0002/0030] 0950/4800, lr:1.0e-04 ∣ avg_100 : 9.710683 ∣ l2loss : 9.277050 ∣ 
[  epoch 0002/0030] 0960/4800, lr:1.0e-04 ∣ avg_100 : 9.692216 ∣ l2loss : 8.962614 ∣ 
[  epoch 0002/0030] 0970/4800, lr:1.0e-04 ∣ avg_100 : 9.683533 ∣ l2loss : 9.328163 ∣ 
[  epoch 0002/0030] 0980/4800, lr:1.0e-04 ∣ avg_100 : 9.673472 ∣ l2loss : 9.203406 ∣ 
[  epoch 0002/0030] 0990/4800, lr:1.0e-04 ∣ avg_100 : 9.663074 ∣ l2loss : 9.279672 ∣ 
[  epoch 0002/0030] 1000/4800, lr:1.0e-04 ∣ avg_100 : 9.648014 ∣ l2loss : 8.830352 ∣ 
[  epoch 0002/0030] 1010/4800, lr:1.0e-04 ∣ avg_100 : 9.640152 ∣ l2loss : 9.448943 ∣ 
[  epoch 0002/0030] 1020/4800, lr:1.0e-04 ∣ avg_100 : 9.632418 ∣ l2loss : 9.233518 ∣ 
[  epoch 0002/0030] 1030/4800, lr:1.0e-04 ∣ avg_100 : 9.627255 ∣ l2loss : 9.188551 ∣ 
[  epoch 0002/0030] 1040/4800, lr:1.0e-04 ∣ avg_100 : 9.620567 ∣ l2loss : 9.223937 ∣ 
[  epoch 0002/0030] 1050/4800, lr:1.0e-04 ∣ avg_100 : 9.610347 ∣ l2loss : 9.276489 ∣ 
[  epoch 0002/0030] 1060/4800, lr:1.0e-04 ∣ avg_100 : 9.610433 ∣ l2loss : 9.611223 ∣ 
[  epoch 0002/0030] 1070/4800, lr:1.0e-04 ∣ avg_100 : 9.603459 ∣ l2loss : 9.305137 ∣ 
[  epoch 0002/0030] 1080/4800, lr:1.0e-04 ∣ avg_100 : 9.599496 ∣ l2loss : 9.568459 ∣ 
[  epoch 0002/0030] 1090/4800, lr:1.0e-04 ∣ avg_100 : 9.596185 ∣ l2loss : 9.287808 ∣ 
[  epoch 0002/0030] 1100/4800, lr:1.0e-04 ∣ avg_100 : 9.589290 ∣ l2loss : 9.112573 ∣ 
[  epoch 0002/0030] 1110/4800, lr:1.0e-04 ∣ avg_100 : 9.589115 ∣ l2loss : 9.316925 ∣ 
[  epoch 0002/0030] 1120/4800, lr:1.0e-04 ∣ avg_100 : 9.591203 ∣ l2loss : 9.541700 ∣ 
[  epoch 0002/0030] 1130/4800, lr:1.0e-04 ∣ avg_100 : 9.580155 ∣ l2loss : 8.851803 ∣ 
[  epoch 0002/0030] 1140/4800, lr:1.0e-04 ∣ avg_100 : 9.578202 ∣ l2loss : 9.737212 ∣ 
[  epoch 0002/0030] 1150/4800, lr:1.0e-04 ∣ avg_100 : 9.570501 ∣ l2loss : 9.419545 ∣ 
[  epoch 0002/0030] 1160/4800, lr:1.0e-04 ∣ avg_100 : 9.561946 ∣ l2loss : 8.688589 ∣ 
[  epoch 0002/0030] 1170/4800, lr:1.0e-04 ∣ avg_100 : 9.553806 ∣ l2loss : 9.092269 ∣ 
[  epoch 0002/0030] 1180/4800, lr:1.0e-04 ∣ avg_100 : 9.542575 ∣ l2loss : 9.038065 ∣ 
[  epoch 0002/0030] 1190/4800, lr:1.0e-04 ∣ avg_100 : 9.538765 ∣ l2loss : 9.533905 ∣ 
[  epoch 0002/0030] 1200/4800, lr:1.0e-04 ∣ avg_100 : 9.536940 ∣ l2loss : 9.303165 ∣ 
[  epoch 0002/0030] 1210/4800, lr:1.0e-04 ∣ avg_100 : 9.523604 ∣ l2loss : 8.783052 ∣ 
[  epoch 0002/0030] 1220/4800, lr:1.0e-04 ∣ avg_100 : 9.525342 ∣ l2loss : 9.650053 ∣ 
[  epoch 0002/0030] 1230/4800, lr:1.0e-04 ∣ avg_100 : 9.523136 ∣ l2loss : 9.564549 ∣ 
[  epoch 0002/0030] 1240/4800, lr:1.0e-04 ∣ avg_100 : 9.511488 ∣ l2loss : 8.920662 ∣ 
[  epoch 0002/0030] 1250/4800, lr:1.0e-04 ∣ avg_100 : 9.503633 ∣ l2loss : 9.259879 ∣ 
[  epoch 0002/0030] 1260/4800, lr:1.0e-04 ∣ avg_100 : 9.497713 ∣ l2loss : 8.992673 ∣ 
[  epoch 0002/0030] 1270/4800, lr:1.0e-04 ∣ avg_100 : 9.493216 ∣ l2loss : 9.283902 ∣ 
[  epoch 0002/0030] 1280/4800, lr:1.0e-04 ∣ avg_100 : 9.489332 ∣ l2loss : 9.439043 ∣ 
[  epoch 0002/0030] 1290/4800, lr:1.0e-04 ∣ avg_100 : 9.479230 ∣ l2loss : 9.387958 ∣ 
[  epoch 0002/0030] 1300/4800, lr:1.0e-04 ∣ avg_100 : 9.482282 ∣ l2loss : 9.744380 ∣ 
[  epoch 0002/0030] 1310/4800, lr:1.0e-04 ∣ avg_100 : 9.473573 ∣ l2loss : 9.218867 ∣ 
[  epoch 0002/0030] 1320/4800, lr:1.0e-04 ∣ avg_100 : 9.468903 ∣ l2loss : 9.285621 ∣ 
[  epoch 0002/0030] 1330/4800, lr:1.0e-04 ∣ avg_100 : 9.468064 ∣ l2loss : 9.297051 ∣ 
[  epoch 0002/0030] 1340/4800, lr:1.0e-04 ∣ avg_100 : 9.458220 ∣ l2loss : 8.897522 ∣ 
[  epoch 0002/0030] 1350/4800, lr:1.0e-04 ∣ avg_100 : 9.444614 ∣ l2loss : 9.072889 ∣ 
[  epoch 0002/0030] 1360/4800, lr:1.0e-04 ∣ avg_100 : 9.440064 ∣ l2loss : 9.006191 ∣ 
[  epoch 0002/0030] 1370/4800, lr:1.0e-04 ∣ avg_100 : 9.432186 ∣ l2loss : 9.045291 ∣ 
[  epoch 0002/0030] 1380/4800, lr:1.0e-04 ∣ avg_100 : 9.421007 ∣ l2loss : 9.055862 ∣ 
[  epoch 0002/0030] 1390/4800, lr:1.0e-04 ∣ avg_100 : 9.415600 ∣ l2loss : 9.155482 ∣ 
[  epoch 0002/0030] 1400/4800, lr:1.0e-04 ∣ avg_100 : 9.408695 ∣ l2loss : 8.884394 ∣ 
[  epoch 0002/0030] 1410/4800, lr:1.0e-04 ∣ avg_100 : 9.407177 ∣ l2loss : 9.799549 ∣ 
[  epoch 0002/0030] 1420/4800, lr:1.0e-04 ∣ avg_100 : 9.401022 ∣ l2loss : 8.830610 ∣ 
[  epoch 0002/0030] 1430/4800, lr:1.0e-04 ∣ avg_100 : 9.399888 ∣ l2loss : 9.201496 ∣ 
[  epoch 0002/0030] 1440/4800, lr:1.0e-04 ∣ avg_100 : 9.394061 ∣ l2loss : 9.095740 ∣ 
[  epoch 0002/0030] 1450/4800, lr:1.0e-04 ∣ avg_100 : 9.380389 ∣ l2loss : 9.011136 ∣ 
[  epoch 0002/0030] 1460/4800, lr:1.0e-04 ∣ avg_100 : 9.376350 ∣ l2loss : 9.111769 ∣ 
[  epoch 0002/0030] 1470/4800, lr:1.0e-04 ∣ avg_100 : 9.371545 ∣ l2loss : 9.131017 ∣ 
[  epoch 0002/0030] 1480/4800, lr:1.0e-04 ∣ avg_100 : 9.366178 ∣ l2loss : 9.230460 ∣ 
[  epoch 0002/0030] 1490/4800, lr:1.0e-04 ∣ avg_100 : 9.360945 ∣ l2loss : 9.043477 ∣ 
[  epoch 0002/0030] 1500/4800, lr:1.0e-04 ∣ avg_100 : 9.347885 ∣ l2loss : 8.617807 ∣ 
[  epoch 0002/0030] 1510/4800, lr:1.0e-04 ∣ avg_100 : 9.339595 ∣ l2loss : 8.923767 ∣ 
[  epoch 0002/0030] 1520/4800, lr:1.0e-04 ∣ avg_100 : 9.330762 ∣ l2loss : 8.737465 ∣ 
[  epoch 0002/0030] 1530/4800, lr:1.0e-04 ∣ avg_100 : 9.328251 ∣ l2loss : 8.963077 ∣ 
[  epoch 0002/0030] 1540/4800, lr:1.0e-04 ∣ avg_100 : 9.322595 ∣ l2loss : 9.029628 ∣ 
[  epoch 0002/0030] 1550/4800, lr:1.0e-04 ∣ avg_100 : 9.318642 ∣ l2loss : 9.066723 ∣ 
[  epoch 0002/0030] 1560/4800, lr:1.0e-04 ∣ avg_100 : 9.308608 ∣ l2loss : 8.866074 ∣ 
[  epoch 0002/0030] 1570/4800, lr:1.0e-04 ∣ avg_100 : 9.300882 ∣ l2loss : 8.944139 ∣ 
[  epoch 0002/0030] 1580/4800, lr:1.0e-04 ∣ avg_100 : 9.293630 ∣ l2loss : 9.087228 ∣ 
[  epoch 0002/0030] 1590/4800, lr:1.0e-04 ∣ avg_100 : 9.285752 ∣ l2loss : 8.934658 ∣ 
[  epoch 0002/0030] 1600/4800, lr:1.0e-04 ∣ avg_100 : 9.280762 ∣ l2loss : 9.255159 ∣ 
[  epoch 0002/0030] 1610/4800, lr:1.0e-04 ∣ avg_100 : 9.270105 ∣ l2loss : 8.713971 ∣ 
[  epoch 0002/0030] 1620/4800, lr:1.0e-04 ∣ avg_100 : 9.261576 ∣ l2loss : 8.821573 ∣ 
[  epoch 0002/0030] 1630/4800, lr:1.0e-04 ∣ avg_100 : 9.256368 ∣ l2loss : 9.092583 ∣ 
[  epoch 0002/0030] 1640/4800, lr:1.0e-04 ∣ avg_100 : 9.251840 ∣ l2loss : 9.081160 ∣ 
[  epoch 0002/0030] 1650/4800, lr:1.0e-04 ∣ avg_100 : 9.248790 ∣ l2loss : 8.987819 ∣ 
[  epoch 0002/0030] 1660/4800, lr:1.0e-04 ∣ avg_100 : 9.239461 ∣ l2loss : 8.491249 ∣ 
[  epoch 0002/0030] 1670/4800, lr:1.0e-04 ∣ avg_100 : 9.233389 ∣ l2loss : 8.621609 ∣ 
[  epoch 0002/0030] 1680/4800, lr:1.0e-04 ∣ avg_100 : 9.223330 ∣ l2loss : 8.715689 ∣ 
[  epoch 0002/0030] 1690/4800, lr:1.0e-04 ∣ avg_100 : 9.214730 ∣ l2loss : 8.555749 ∣ 
[  epoch 0002/0030] 1700/4800, lr:1.0e-04 ∣ avg_100 : 9.210142 ∣ l2loss : 9.366167 ∣ 
[  epoch 0002/0030] 1710/4800, lr:1.0e-04 ∣ avg_100 : 9.210624 ∣ l2loss : 9.376210 ∣ 
[  epoch 0002/0030] 1720/4800, lr:1.0e-04 ∣ avg_100 : 9.204263 ∣ l2loss : 8.845257 ∣ 
[  epoch 0002/0030] 1730/4800, lr:1.0e-04 ∣ avg_100 : 9.198396 ∣ l2loss : 9.184623 ∣ 
[  epoch 0002/0030] 1740/4800, lr:1.0e-04 ∣ avg_100 : 9.185880 ∣ l2loss : 8.849642 ∣ 
[  epoch 0002/0030] 1750/4800, lr:1.0e-04 ∣ avg_100 : 9.173921 ∣ l2loss : 8.466123 ∣ 
[  epoch 0002/0030] 1760/4800, lr:1.0e-04 ∣ avg_100 : 9.164613 ∣ l2loss : 8.932845 ∣ 
[  epoch 0002/0030] 1770/4800, lr:1.0e-04 ∣ avg_100 : 9.154213 ∣ l2loss : 8.835591 ∣ 
[  epoch 0002/0030] 1780/4800, lr:1.0e-04 ∣ avg_100 : 9.143322 ∣ l2loss : 8.569284 ∣ 
[  epoch 0002/0030] 1790/4800, lr:1.0e-04 ∣ avg_100 : 9.138962 ∣ l2loss : 8.518913 ∣ 
[  epoch 0002/0030] 1800/4800, lr:1.0e-04 ∣ avg_100 : 9.136397 ∣ l2loss : 9.119124 ∣ 
[  epoch 0002/0030] 1810/4800, lr:1.0e-04 ∣ avg_100 : 9.135235 ∣ l2loss : 8.914683 ∣ 
[  epoch 0002/0030] 1820/4800, lr:1.0e-04 ∣ avg_100 : 9.137343 ∣ l2loss : 9.518475 ∣ 
[  epoch 0002/0030] 1830/4800, lr:1.0e-04 ∣ avg_100 : 9.130737 ∣ l2loss : 8.906119 ∣ 
[  epoch 0002/0030] 1840/4800, lr:1.0e-04 ∣ avg_100 : 9.124541 ∣ l2loss : 8.841921 ∣ 
[  epoch 0002/0030] 1850/4800, lr:1.0e-04 ∣ avg_100 : 9.118523 ∣ l2loss : 8.784176 ∣ 
[  epoch 0002/0030] 1860/4800, lr:1.0e-04 ∣ avg_100 : 9.105456 ∣ l2loss : 8.638797 ∣ 
[  epoch 0002/0030] 1870/4800, lr:1.0e-04 ∣ avg_100 : 9.101440 ∣ l2loss : 9.035405 ∣ 
[  epoch 0002/0030] 1880/4800, lr:1.0e-04 ∣ avg_100 : 9.099594 ∣ l2loss : 9.073189 ∣ 
[  epoch 0002/0030] 1890/4800, lr:1.0e-04 ∣ avg_100 : 9.101873 ∣ l2loss : 9.317332 ∣ 
[  epoch 0002/0030] 1900/4800, lr:1.0e-04 ∣ avg_100 : 9.097562 ∣ l2loss : 8.789184 ∣ 
[  epoch 0002/0030] 1910/4800, lr:1.0e-04 ∣ avg_100 : 9.095367 ∣ l2loss : 8.873058 ∣ 
[  epoch 0002/0030] 1920/4800, lr:1.0e-04 ∣ avg_100 : 9.086917 ∣ l2loss : 8.631370 ∣ 
[  epoch 0002/0030] 1930/4800, lr:1.0e-04 ∣ avg_100 : 9.080001 ∣ l2loss : 8.513068 ∣ 
[  epoch 0002/0030] 1940/4800, lr:1.0e-04 ∣ avg_100 : 9.071879 ∣ l2loss : 8.718594 ∣ 
[  epoch 0002/0030] 1950/4800, lr:1.0e-04 ∣ avg_100 : 9.065507 ∣ l2loss : 8.639848 ∣ 
[  epoch 0002/0030] 1960/4800, lr:1.0e-04 ∣ avg_100 : 9.070795 ∣ l2loss : 9.491371 ∣ 
[  epoch 0002/0030] 1970/4800, lr:1.0e-04 ∣ avg_100 : 9.063019 ∣ l2loss : 8.550627 ∣ 
[  epoch 0002/0030] 1980/4800, lr:1.0e-04 ∣ avg_100 : 9.061101 ∣ l2loss : 9.011609 ∣ 
[  epoch 0002/0030] 1990/4800, lr:1.0e-04 ∣ avg_100 : 9.057085 ∣ l2loss : 8.878021 ∣ 
[  epoch 0002/0030] 2000/4800, lr:1.0e-04 ∣ avg_100 : 9.058768 ∣ l2loss : 8.998633 ∣ 
[  epoch 0002/0030] 2010/4800, lr:1.0e-04 ∣ avg_100 : 9.055204 ∣ l2loss : 9.092575 ∣ 
[  epoch 0002/0030] 2020/4800, lr:1.0e-04 ∣ avg_100 : 9.053873 ∣ l2loss : 9.100415 ∣ 
[  epoch 0002/0030] 2030/4800, lr:1.0e-04 ∣ avg_100 : 9.053626 ∣ l2loss : 9.163870 ∣ 
[  epoch 0002/0030] 2040/4800, lr:1.0e-04 ∣ avg_100 : 9.047111 ∣ l2loss : 8.572415 ∣ 
[  epoch 0002/0030] 2050/4800, lr:1.0e-04 ∣ avg_100 : 9.044328 ∣ l2loss : 8.998164 ∣ 
[  epoch 0002/0030] 2060/4800, lr:1.0e-04 ∣ avg_100 : 9.035258 ∣ l2loss : 8.704263 ∣ 
[  epoch 0002/0030] 2070/4800, lr:1.0e-04 ∣ avg_100 : 9.028761 ∣ l2loss : 8.655371 ∣ 
[  epoch 0002/0030] 2080/4800, lr:1.0e-04 ∣ avg_100 : 9.019110 ∣ l2loss : 8.603415 ∣ 
[  epoch 0002/0030] 2090/4800, lr:1.0e-04 ∣ avg_100 : 9.013495 ∣ l2loss : 8.726294 ∣ 
[  epoch 0002/0030] 2100/4800, lr:1.0e-04 ∣ avg_100 : 9.012155 ∣ l2loss : 8.978554 ∣ 
[  epoch 0002/0030] 2110/4800, lr:1.0e-04 ∣ avg_100 : 9.006812 ∣ l2loss : 8.782666 ∣ 
[  epoch 0002/0030] 2120/4800, lr:1.0e-04 ∣ avg_100 : 8.997627 ∣ l2loss : 8.623207 ∣ 
[  epoch 0002/0030] 2130/4800, lr:1.0e-04 ∣ avg_100 : 8.996158 ∣ l2loss : 8.704867 ∣ 
[  epoch 0002/0030] 2140/4800, lr:1.0e-04 ∣ avg_100 : 8.986639 ∣ l2loss : 8.785338 ∣ 
[  epoch 0002/0030] 2150/4800, lr:1.0e-04 ∣ avg_100 : 8.981799 ∣ l2loss : 8.935560 ∣ 
[  epoch 0002/0030] 2160/4800, lr:1.0e-04 ∣ avg_100 : 8.982512 ∣ l2loss : 8.759833 ∣ 
[  epoch 0002/0030] 2170/4800, lr:1.0e-04 ∣ avg_100 : 8.982979 ∣ l2loss : 9.139004 ∣ 
[  epoch 0002/0030] 2180/4800, lr:1.0e-04 ∣ avg_100 : 8.978383 ∣ l2loss : 8.578485 ∣ 
[  epoch 0002/0030] 2190/4800, lr:1.0e-04 ∣ avg_100 : 8.969938 ∣ l2loss : 8.689416 ∣ 
[  epoch 0002/0030] 2200/4800, lr:1.0e-04 ∣ avg_100 : 8.966550 ∣ l2loss : 8.964332 ∣ 
[  epoch 0002/0030] 2210/4800, lr:1.0e-04 ∣ avg_100 : 8.965673 ∣ l2loss : 8.695320 ∣ 
[  epoch 0002/0030] 2220/4800, lr:1.0e-04 ∣ avg_100 : 8.956189 ∣ l2loss : 8.701679 ∣ 
[  epoch 0002/0030] 2230/4800, lr:1.0e-04 ∣ avg_100 : 8.945249 ∣ l2loss : 8.470583 ∣ 
[  epoch 0002/0030] 2240/4800, lr:1.0e-04 ∣ avg_100 : 8.942593 ∣ l2loss : 8.654981 ∣ 
[  epoch 0002/0030] 2250/4800, lr:1.0e-04 ∣ avg_100 : 8.933950 ∣ l2loss : 8.395652 ∣ 
[  epoch 0002/0030] 2260/4800, lr:1.0e-04 ∣ avg_100 : 8.928789 ∣ l2loss : 8.476505 ∣ 
[  epoch 0002/0030] 2270/4800, lr:1.0e-04 ∣ avg_100 : 8.924848 ∣ l2loss : 8.889810 ∣ 
[  epoch 0002/0030] 2280/4800, lr:1.0e-04 ∣ avg_100 : 8.919313 ∣ l2loss : 8.885617 ∣ 
[  epoch 0002/0030] 2290/4800, lr:1.0e-04 ∣ avg_100 : 8.911236 ∣ l2loss : 8.580241 ∣ 
[  epoch 0002/0030] 2300/4800, lr:1.0e-04 ∣ avg_100 : 8.902911 ∣ l2loss : 8.911871 ∣ 
[  epoch 0002/0030] 2310/4800, lr:1.0e-04 ∣ avg_100 : 8.894586 ∣ l2loss : 8.386322 ∣ 
[  epoch 0002/0030] 2320/4800, lr:1.0e-04 ∣ avg_100 : 8.888018 ∣ l2loss : 8.628842 ∣ 
[  epoch 0002/0030] 2330/4800, lr:1.0e-04 ∣ avg_100 : 8.877039 ∣ l2loss : 8.199147 ∣ 
[  epoch 0002/0030] 2340/4800, lr:1.0e-04 ∣ avg_100 : 8.872519 ∣ l2loss : 8.445543 ∣ 
[  epoch 0002/0030] 2350/4800, lr:1.0e-04 ∣ avg_100 : 8.863997 ∣ l2loss : 8.220682 ∣ 
[  epoch 0002/0030] 2360/4800, lr:1.0e-04 ∣ avg_100 : 8.858990 ∣ l2loss : 8.505489 ∣ 
[  epoch 0002/0030] 2370/4800, lr:1.0e-04 ∣ avg_100 : 8.855409 ∣ l2loss : 8.687160 ∣ 
[  epoch 0002/0030] 2380/4800, lr:1.0e-04 ∣ avg_100 : 8.856698 ∣ l2loss : 9.184774 ∣ 
[  epoch 0002/0030] 2390/4800, lr:1.0e-04 ∣ avg_100 : 8.850048 ∣ l2loss : 8.490488 ∣ 
[  epoch 0002/0030] 2400/4800, lr:1.0e-04 ∣ avg_100 : 8.842997 ∣ l2loss : 8.179278 ∣ 
[  epoch 0002/0030] 2410/4800, lr:1.0e-04 ∣ avg_100 : 8.833275 ∣ l2loss : 8.827349 ∣ 
[  epoch 0002/0030] 2420/4800, lr:1.0e-04 ∣ avg_100 : 8.832715 ∣ l2loss : 8.774671 ∣ 
[  epoch 0002/0030] 2430/4800, lr:1.0e-04 ∣ avg_100 : 8.830787 ∣ l2loss : 9.008657 ∣ 
[  epoch 0002/0030] 2440/4800, lr:1.0e-04 ∣ avg_100 : 8.827652 ∣ l2loss : 8.782285 ∣ 
[  epoch 0002/0030] 2450/4800, lr:1.0e-04 ∣ avg_100 : 8.827087 ∣ l2loss : 8.954619 ∣ 
[  epoch 0002/0030] 2460/4800, lr:1.0e-04 ∣ avg_100 : 8.826602 ∣ l2loss : 9.063211 ∣ 
[  epoch 0002/0030] 2470/4800, lr:1.0e-04 ∣ avg_100 : 8.825889 ∣ l2loss : 9.059788 ∣ 
[  epoch 0002/0030] 2480/4800, lr:1.0e-04 ∣ avg_100 : 8.821532 ∣ l2loss : 8.794680 ∣ 
[  epoch 0002/0030] 2490/4800, lr:1.0e-04 ∣ avg_100 : 8.813917 ∣ l2loss : 8.282062 ∣ 
[  epoch 0002/0030] 2500/4800, lr:1.0e-04 ∣ avg_100 : 8.815371 ∣ l2loss : 8.763130 ∣ 
[  epoch 0002/0030] 2510/4800, lr:1.0e-04 ∣ avg_100 : 8.813316 ∣ l2loss : 8.718332 ∣ 
[  epoch 0002/0030] 2520/4800, lr:1.0e-04 ∣ avg_100 : 8.817212 ∣ l2loss : 9.127064 ∣ 
[  epoch 0002/0030] 2530/4800, lr:1.0e-04 ∣ avg_100 : 8.811543 ∣ l2loss : 8.396139 ∣ 
[  epoch 0002/0030] 2540/4800, lr:1.0e-04 ∣ avg_100 : 8.805857 ∣ l2loss : 8.461023 ∣ 
[  epoch 0002/0030] 2550/4800, lr:1.0e-04 ∣ avg_100 : 8.795019 ∣ l2loss : 7.982961 ∣ 
[  epoch 0002/0030] 2560/4800, lr:1.0e-04 ∣ avg_100 : 8.790692 ∣ l2loss : 8.433309 ∣ 
[  epoch 0002/0030] 2570/4800, lr:1.0e-04 ∣ avg_100 : 8.787813 ∣ l2loss : 8.656281 ∣ 
[  epoch 0002/0030] 2580/4800, lr:1.0e-04 ∣ avg_100 : 8.779402 ∣ l2loss : 8.246093 ∣ 
[  epoch 0002/0030] 2590/4800, lr:1.0e-04 ∣ avg_100 : 8.777334 ∣ l2loss : 8.727879 ∣ 
[  epoch 0002/0030] 2600/4800, lr:1.0e-04 ∣ avg_100 : 8.777378 ∣ l2loss : 9.259599 ∣ 
[  epoch 0002/0030] 2610/4800, lr:1.0e-04 ∣ avg_100 : 8.777832 ∣ l2loss : 8.759313 ∣ 
[  epoch 0002/0030] 2620/4800, lr:1.0e-04 ∣ avg_100 : 8.774372 ∣ l2loss : 8.475652 ∣ 
[  epoch 0002/0030] 2630/4800, lr:1.0e-04 ∣ avg_100 : 8.768838 ∣ l2loss : 8.539118 ∣ 
[  epoch 0002/0030] 2640/4800, lr:1.0e-04 ∣ avg_100 : 8.766159 ∣ l2loss : 8.813255 ∣ 
[  epoch 0002/0030] 2650/4800, lr:1.0e-04 ∣ avg_100 : 8.761816 ∣ l2loss : 8.553533 ∣ 
[  epoch 0002/0030] 2660/4800, lr:1.0e-04 ∣ avg_100 : 8.760544 ∣ l2loss : 8.364095 ∣ 
[  epoch 0002/0030] 2670/4800, lr:1.0e-04 ∣ avg_100 : 8.755298 ∣ l2loss : 8.096944 ∣ 
[  epoch 0002/0030] 2680/4800, lr:1.0e-04 ∣ avg_100 : 8.753293 ∣ l2loss : 8.515229 ∣ 
[  epoch 0002/0030] 2690/4800, lr:1.0e-04 ∣ avg_100 : 8.753123 ∣ l2loss : 8.538762 ∣ 
[  epoch 0002/0030] 2700/4800, lr:1.0e-04 ∣ avg_100 : 8.743218 ∣ l2loss : 8.375644 ∣ 
[  epoch 0002/0030] 2710/4800, lr:1.0e-04 ∣ avg_100 : 8.735340 ∣ l2loss : 8.588439 ∣ 
[  epoch 0002/0030] 2720/4800, lr:1.0e-04 ∣ avg_100 : 8.730285 ∣ l2loss : 8.339755 ∣ 
[  epoch 0002/0030] 2730/4800, lr:1.0e-04 ∣ avg_100 : 8.720011 ∣ l2loss : 8.157155 ∣ 
[  epoch 0002/0030] 2740/4800, lr:1.0e-04 ∣ avg_100 : 8.714416 ∣ l2loss : 8.290186 ∣ 
[  epoch 0002/0030] 2750/4800, lr:1.0e-04 ∣ avg_100 : 8.712425 ∣ l2loss : 8.267047 ∣ 
[  epoch 0002/0030] 2760/4800, lr:1.0e-04 ∣ avg_100 : 8.709693 ∣ l2loss : 8.659649 ∣ 
[  epoch 0002/0030] 2770/4800, lr:1.0e-04 ∣ avg_100 : 8.707334 ∣ l2loss : 8.599620 ∣ 
[  epoch 0002/0030] 2780/4800, lr:1.0e-04 ∣ avg_100 : 8.710634 ∣ l2loss : 8.899301 ∣ 
[  epoch 0002/0030] 2790/4800, lr:1.0e-04 ∣ avg_100 : 8.706361 ∣ l2loss : 8.091611 ∣ 
[  epoch 0002/0030] 2800/4800, lr:1.0e-04 ∣ avg_100 : 8.700840 ∣ l2loss : 8.567025 ∣ 
[  epoch 0002/0030] 2810/4800, lr:1.0e-04 ∣ avg_100 : 8.697261 ∣ l2loss : 8.556833 ∣ 
[  epoch 0002/0030] 2820/4800, lr:1.0e-04 ∣ avg_100 : 8.689746 ∣ l2loss : 8.766978 ∣ 
[  epoch 0002/0030] 2830/4800, lr:1.0e-04 ∣ avg_100 : 8.682455 ∣ l2loss : 8.176980 ∣ 
[  epoch 0002/0030] 2840/4800, lr:1.0e-04 ∣ avg_100 : 8.676376 ∣ l2loss : 8.234023 ∣ 
[  epoch 0002/0030] 2850/4800, lr:1.0e-04 ∣ avg_100 : 8.672641 ∣ l2loss : 8.410671 ∣ 
[  epoch 0002/0030] 2860/4800, lr:1.0e-04 ∣ avg_100 : 8.669412 ∣ l2loss : 8.315919 ∣ 
[  epoch 0002/0030] 2870/4800, lr:1.0e-04 ∣ avg_100 : 8.664129 ∣ l2loss : 8.507057 ∣ 
[  epoch 0002/0030] 2880/4800, lr:1.0e-04 ∣ avg_100 : 8.657929 ∣ l2loss : 8.453198 ∣ 
[  epoch 0002/0030] 2890/4800, lr:1.0e-04 ∣ avg_100 : 8.651275 ∣ l2loss : 8.651973 ∣ 
[  epoch 0002/0030] 2900/4800, lr:1.0e-04 ∣ avg_100 : 8.647733 ∣ l2loss : 8.434938 ∣ 
[  epoch 0002/0030] 2910/4800, lr:1.0e-04 ∣ avg_100 : 8.645081 ∣ l2loss : 8.607850 ∣ 
[  epoch 0002/0030] 2920/4800, lr:1.0e-04 ∣ avg_100 : 8.638857 ∣ l2loss : 8.008968 ∣ 
[  epoch 0002/0030] 2930/4800, lr:1.0e-04 ∣ avg_100 : 8.637870 ∣ l2loss : 8.414459 ∣ 
[  epoch 0002/0030] 2940/4800, lr:1.0e-04 ∣ avg_100 : 8.636215 ∣ l2loss : 8.553069 ∣ 
[  epoch 0002/0030] 2950/4800, lr:1.0e-04 ∣ avg_100 : 8.635016 ∣ l2loss : 8.519886 ∣ 
[  epoch 0002/0030] 2960/4800, lr:1.0e-04 ∣ avg_100 : 8.624433 ∣ l2loss : 8.433084 ∣ 
[  epoch 0002/0030] 2970/4800, lr:1.0e-04 ∣ avg_100 : 8.620804 ∣ l2loss : 8.187737 ∣ 
[  epoch 0002/0030] 2980/4800, lr:1.0e-04 ∣ avg_100 : 8.610197 ∣ l2loss : 7.950907 ∣ 
[  epoch 0002/0030] 2990/4800, lr:1.0e-04 ∣ avg_100 : 8.607894 ∣ l2loss : 8.647783 ∣ 
[  epoch 0002/0030] 3000/4800, lr:1.0e-04 ∣ avg_100 : 8.603958 ∣ l2loss : 8.605020 ∣ 
[  epoch 0002/0030] 3010/4800, lr:1.0e-04 ∣ avg_100 : 8.592875 ∣ l2loss : 7.984202 ∣ 
[  epoch 0002/0030] 3020/4800, lr:1.0e-04 ∣ avg_100 : 8.586289 ∣ l2loss : 8.441850 ∣ 
[  epoch 0002/0030] 3030/4800, lr:1.0e-04 ∣ avg_100 : 8.576119 ∣ l2loss : 8.146879 ∣ 
[  epoch 0002/0030] 3040/4800, lr:1.0e-04 ∣ avg_100 : 8.573013 ∣ l2loss : 8.261817 ∣ 
[  epoch 0002/0030] 3050/4800, lr:1.0e-04 ∣ avg_100 : 8.564862 ∣ l2loss : 8.183016 ∣ 
[  epoch 0002/0030] 3060/4800, lr:1.0e-04 ∣ avg_100 : 8.557778 ∣ l2loss : 7.995871 ∣ 
[  epoch 0002/0030] 3070/4800, lr:1.0e-04 ∣ avg_100 : 8.554896 ∣ l2loss : 8.367211 ∣ 
[  epoch 0002/0030] 3080/4800, lr:1.0e-04 ∣ avg_100 : 8.551365 ∣ l2loss : 8.250359 ∣ 
[  epoch 0002/0030] 3090/4800, lr:1.0e-04 ∣ avg_100 : 8.549307 ∣ l2loss : 8.520425 ∣ 
[  epoch 0002/0030] 3100/4800, lr:1.0e-04 ∣ avg_100 : 8.538904 ∣ l2loss : 7.938278 ∣ 
[  epoch 0002/0030] 3110/4800, lr:1.0e-04 ∣ avg_100 : 8.538353 ∣ l2loss : 8.727563 ∣ 
[  epoch 0002/0030] 3120/4800, lr:1.0e-04 ∣ avg_100 : 8.532822 ∣ l2loss : 8.070071 ∣ 
[  epoch 0002/0030] 3130/4800, lr:1.0e-04 ∣ avg_100 : 8.531787 ∣ l2loss : 8.601408 ∣ 
[  epoch 0002/0030] 3140/4800, lr:1.0e-04 ∣ avg_100 : 8.524689 ∣ l2loss : 8.075533 ∣ 
[  epoch 0002/0030] 3150/4800, lr:1.0e-04 ∣ avg_100 : 8.522334 ∣ l2loss : 8.700093 ∣ 
[  epoch 0002/0030] 3160/4800, lr:1.0e-04 ∣ avg_100 : 8.516579 ∣ l2loss : 8.184267 ∣ 
[  epoch 0002/0030] 3170/4800, lr:1.0e-04 ∣ avg_100 : 8.511685 ∣ l2loss : 8.649669 ∣ 
[  epoch 0002/0030] 3180/4800, lr:1.0e-04 ∣ avg_100 : 8.506825 ∣ l2loss : 8.092430 ∣ 
[  epoch 0002/0030] 3190/4800, lr:1.0e-04 ∣ avg_100 : 8.504655 ∣ l2loss : 8.472419 ∣ 
[  epoch 0002/0030] 3200/4800, lr:1.0e-04 ∣ avg_100 : 8.496324 ∣ l2loss : 8.131250 ∣ 
[  epoch 0002/0030] 3210/4800, lr:1.0e-04 ∣ avg_100 : 8.490619 ∣ l2loss : 8.124810 ∣ 
[  epoch 0002/0030] 3220/4800, lr:1.0e-04 ∣ avg_100 : 8.487538 ∣ l2loss : 8.393590 ∣ 
[  epoch 0002/0030] 3230/4800, lr:1.0e-04 ∣ avg_100 : 8.491376 ∣ l2loss : 8.854410 ∣ 
[  epoch 0002/0030] 3240/4800, lr:1.0e-04 ∣ avg_100 : 8.488869 ∣ l2loss : 8.404263 ∣ 
[  epoch 0002/0030] 3250/4800, lr:1.0e-04 ∣ avg_100 : 8.490925 ∣ l2loss : 8.601276 ∣ 
[  epoch 0002/0030] 3260/4800, lr:1.0e-04 ∣ avg_100 : 8.487497 ∣ l2loss : 8.133628 ∣ 
[  epoch 0002/0030] 3270/4800, lr:1.0e-04 ∣ avg_100 : 8.481879 ∣ l2loss : 8.328101 ∣ 
[  epoch 0002/0030] 3280/4800, lr:1.0e-04 ∣ avg_100 : 8.475527 ∣ l2loss : 8.250337 ∣ 
[  epoch 0002/0030] 3290/4800, lr:1.0e-04 ∣ avg_100 : 8.474268 ∣ l2loss : 8.454352 ∣ 
[  epoch 0002/0030] 3300/4800, lr:1.0e-04 ∣ avg_100 : 8.466455 ∣ l2loss : 8.130566 ∣ 
[  epoch 0002/0030] 3310/4800, lr:1.0e-04 ∣ avg_100 : 8.467564 ∣ l2loss : 8.497264 ∣ 
[  epoch 0002/0030] 3320/4800, lr:1.0e-04 ∣ avg_100 : 8.465370 ∣ l2loss : 8.409424 ∣ 
[  epoch 0002/0030] 3330/4800, lr:1.0e-04 ∣ avg_100 : 8.467499 ∣ l2loss : 8.412080 ∣ 
[  epoch 0002/0030] 3340/4800, lr:1.0e-04 ∣ avg_100 : 8.468631 ∣ l2loss : 8.558677 ∣ 
[  epoch 0002/0030] 3350/4800, lr:1.0e-04 ∣ avg_100 : 8.469915 ∣ l2loss : 8.349171 ∣ 
[  epoch 0002/0030] 3360/4800, lr:1.0e-04 ∣ avg_100 : 8.468105 ∣ l2loss : 8.324427 ∣ 
[  epoch 0002/0030] 3370/4800, lr:1.0e-04 ∣ avg_100 : 8.465426 ∣ l2loss : 8.419269 ∣ 
[  epoch 0002/0030] 3380/4800, lr:1.0e-04 ∣ avg_100 : 8.458719 ∣ l2loss : 8.514102 ∣ 
[  epoch 0002/0030] 3390/4800, lr:1.0e-04 ∣ avg_100 : 8.458016 ∣ l2loss : 8.420147 ∣ 
[  epoch 0002/0030] 3400/4800, lr:1.0e-04 ∣ avg_100 : 8.459751 ∣ l2loss : 8.352784 ∣ 
[  epoch 0002/0030] 3410/4800, lr:1.0e-04 ∣ avg_100 : 8.455891 ∣ l2loss : 8.441382 ∣ 
[  epoch 0002/0030] 3420/4800, lr:1.0e-04 ∣ avg_100 : 8.452114 ∣ l2loss : 8.396912 ∣ 
[  epoch 0002/0030] 3430/4800, lr:1.0e-04 ∣ avg_100 : 8.440960 ∣ l2loss : 7.893280 ∣ 
[  epoch 0002/0030] 3440/4800, lr:1.0e-04 ∣ avg_100 : 8.436341 ∣ l2loss : 8.320419 ∣ 
[  epoch 0002/0030] 3450/4800, lr:1.0e-04 ∣ avg_100 : 8.427377 ∣ l2loss : 8.058166 ∣ 
[  epoch 0002/0030] 3460/4800, lr:1.0e-04 ∣ avg_100 : 8.418084 ∣ l2loss : 8.133894 ∣ 
[  epoch 0002/0030] 3470/4800, lr:1.0e-04 ∣ avg_100 : 8.414607 ∣ l2loss : 8.712117 ∣ 
[  epoch 0002/0030] 3480/4800, lr:1.0e-04 ∣ avg_100 : 8.417777 ∣ l2loss : 9.111656 ∣ 
[  epoch 0002/0030] 3490/4800, lr:1.0e-04 ∣ avg_100 : 8.422969 ∣ l2loss : 8.801335 ∣ 
[  epoch 0002/0030] 3500/4800, lr:1.0e-04 ∣ avg_100 : 8.422326 ∣ l2loss : 8.698805 ∣ 
[  epoch 0002/0030] 3510/4800, lr:1.0e-04 ∣ avg_100 : 8.415898 ∣ l2loss : 8.075499 ∣ 
[  epoch 0002/0030] 3520/4800, lr:1.0e-04 ∣ avg_100 : 8.407742 ∣ l2loss : 8.311504 ∣ 
[  epoch 0002/0030] 3530/4800, lr:1.0e-04 ∣ avg_100 : 8.405079 ∣ l2loss : 8.129827 ∣ 
[  epoch 0002/0030] 3540/4800, lr:1.0e-04 ∣ avg_100 : 8.404181 ∣ l2loss : 8.371242 ∣ 
[  epoch 0002/0030] 3550/4800, lr:1.0e-04 ∣ avg_100 : 8.408116 ∣ l2loss : 8.376399 ∣ 
[  epoch 0002/0030] 3560/4800, lr:1.0e-04 ∣ avg_100 : 8.406180 ∣ l2loss : 8.239758 ∣ 
[  epoch 0002/0030] 3570/4800, lr:1.0e-04 ∣ avg_100 : 8.401932 ∣ l2loss : 8.231483 ∣ 
[  epoch 0002/0030] 3580/4800, lr:1.0e-04 ∣ avg_100 : 8.405946 ∣ l2loss : 8.647499 ∣ 
[  epoch 0002/0030] 3590/4800, lr:1.0e-04 ∣ avg_100 : 8.400303 ∣ l2loss : 8.163603 ∣ 
[  epoch 0002/0030] 3600/4800, lr:1.0e-04 ∣ avg_100 : 8.387493 ∣ l2loss : 7.978610 ∣ 
[  epoch 0002/0030] 3610/4800, lr:1.0e-04 ∣ avg_100 : 8.377427 ∣ l2loss : 7.752698 ∣ 
[  epoch 0002/0030] 3620/4800, lr:1.0e-04 ∣ avg_100 : 8.377874 ∣ l2loss : 8.520317 ∣ 
[  epoch 0002/0030] 3630/4800, lr:1.0e-04 ∣ avg_100 : 8.370940 ∣ l2loss : 7.845709 ∣ 
[  epoch 0002/0030] 3640/4800, lr:1.0e-04 ∣ avg_100 : 8.360284 ∣ l2loss : 7.747625 ∣ 
[  epoch 0002/0030] 3650/4800, lr:1.0e-04 ∣ avg_100 : 8.352777 ∣ l2loss : 7.802863 ∣ 
[  epoch 0002/0030] 3660/4800, lr:1.0e-04 ∣ avg_100 : 8.349377 ∣ l2loss : 8.024115 ∣ 
[  epoch 0002/0030] 3670/4800, lr:1.0e-04 ∣ avg_100 : 8.353385 ∣ l2loss : 8.497744 ∣ 
[  epoch 0002/0030] 3680/4800, lr:1.0e-04 ∣ avg_100 : 8.346204 ∣ l2loss : 7.797081 ∣ 
[  epoch 0002/0030] 3690/4800, lr:1.0e-04 ∣ avg_100 : 8.348080 ∣ l2loss : 8.726408 ∣ 
[  epoch 0002/0030] 3700/4800, lr:1.0e-04 ∣ avg_100 : 8.345404 ∣ l2loss : 8.108053 ∣ 
[  epoch 0002/0030] 3710/4800, lr:1.0e-04 ∣ avg_100 : 8.342683 ∣ l2loss : 8.316315 ∣ 
[  epoch 0002/0030] 3720/4800, lr:1.0e-04 ∣ avg_100 : 8.342463 ∣ l2loss : 8.317748 ∣ 
[  epoch 0002/0030] 3730/4800, lr:1.0e-04 ∣ avg_100 : 8.342947 ∣ l2loss : 8.205591 ∣ 
[  epoch 0002/0030] 3740/4800, lr:1.0e-04 ∣ avg_100 : 8.340401 ∣ l2loss : 8.035566 ∣ 
[  epoch 0002/0030] 3750/4800, lr:1.0e-04 ∣ avg_100 : 8.336875 ∣ l2loss : 7.914479 ∣ 
[  epoch 0002/0030] 3760/4800, lr:1.0e-04 ∣ avg_100 : 8.331187 ∣ l2loss : 8.090829 ∣ 
[  epoch 0002/0030] 3770/4800, lr:1.0e-04 ∣ avg_100 : 8.332816 ∣ l2loss : 8.762537 ∣ 
[  epoch 0002/0030] 3780/4800, lr:1.0e-04 ∣ avg_100 : 8.327695 ∣ l2loss : 8.387134 ∣ 
[  epoch 0002/0030] 3790/4800, lr:1.0e-04 ∣ avg_100 : 8.332323 ∣ l2loss : 8.554466 ∣ 
[  epoch 0002/0030] 3800/4800, lr:1.0e-04 ∣ avg_100 : 8.333086 ∣ l2loss : 8.643264 ∣ 
[  epoch 0002/0030] 3810/4800, lr:1.0e-04 ∣ avg_100 : 8.330840 ∣ l2loss : 8.332315 ∣ 
[  epoch 0002/0030] 3820/4800, lr:1.0e-04 ∣ avg_100 : 8.329194 ∣ l2loss : 8.602377 ∣ 
[  epoch 0002/0030] 3830/4800, lr:1.0e-04 ∣ avg_100 : 8.328945 ∣ l2loss : 8.152071 ∣ 
[  epoch 0002/0030] 3840/4800, lr:1.0e-04 ∣ avg_100 : 8.332269 ∣ l2loss : 8.566360 ∣ 
[  epoch 0002/0030] 3850/4800, lr:1.0e-04 ∣ avg_100 : 8.330573 ∣ l2loss : 8.241092 ∣ 
[  epoch 0002/0030] 3860/4800, lr:1.0e-04 ∣ avg_100 : 8.330446 ∣ l2loss : 8.303249 ∣ 
[  epoch 0002/0030] 3870/4800, lr:1.0e-04 ∣ avg_100 : 8.328397 ∣ l2loss : 8.302188 ∣ 
[  epoch 0002/0030] 3880/4800, lr:1.0e-04 ∣ avg_100 : 8.323421 ∣ l2loss : 7.955558 ∣ 
[  epoch 0002/0030] 3890/4800, lr:1.0e-04 ∣ avg_100 : 8.319483 ∣ l2loss : 8.258136 ∣ 
[  epoch 0002/0030] 3900/4800, lr:1.0e-04 ∣ avg_100 : 8.314120 ∣ l2loss : 7.898709 ∣ 
[  epoch 0002/0030] 3910/4800, lr:1.0e-04 ∣ avg_100 : 8.307347 ∣ l2loss : 7.930542 ∣ 
[  epoch 0002/0030] 3920/4800, lr:1.0e-04 ∣ avg_100 : 8.310260 ∣ l2loss : 8.300273 ∣ 
[  epoch 0002/0030] 3930/4800, lr:1.0e-04 ∣ avg_100 : 8.305213 ∣ l2loss : 7.909754 ∣ 
[  epoch 0002/0030] 3940/4800, lr:1.0e-04 ∣ avg_100 : 8.297994 ∣ l2loss : 7.831184 ∣ 
[  epoch 0002/0030] 3950/4800, lr:1.0e-04 ∣ avg_100 : 8.296369 ∣ l2loss : 8.357385 ∣ 
[  epoch 0002/0030] 3960/4800, lr:1.0e-04 ∣ avg_100 : 8.289337 ∣ l2loss : 7.729838 ∣ 
[  epoch 0002/0030] 3970/4800, lr:1.0e-04 ∣ avg_100 : 8.288158 ∣ l2loss : 8.069823 ∣ 
[  epoch 0002/0030] 3980/4800, lr:1.0e-04 ∣ avg_100 : 8.296062 ∣ l2loss : 8.741332 ∣ 
[  epoch 0002/0030] 3990/4800, lr:1.0e-04 ∣ avg_100 : 8.295040 ∣ l2loss : 8.545573 ∣ 
[  epoch 0002/0030] 4000/4800, lr:1.0e-04 ∣ avg_100 : 8.289747 ∣ l2loss : 8.075694 ∣ 
[  epoch 0002/0030] 4010/4800, lr:1.0e-04 ∣ avg_100 : 8.292418 ∣ l2loss : 8.251356 ∣ 
[  epoch 0002/0030] 4020/4800, lr:1.0e-04 ∣ avg_100 : 8.286924 ∣ l2loss : 7.892371 ∣ 
[  epoch 0002/0030] 4030/4800, lr:1.0e-04 ∣ avg_100 : 8.285698 ∣ l2loss : 8.024293 ∣ 
[  epoch 0002/0030] 4040/4800, lr:1.0e-04 ∣ avg_100 : 8.283401 ∣ l2loss : 8.032190 ∣ 
[  epoch 0002/0030] 4050/4800, lr:1.0e-04 ∣ avg_100 : 8.286069 ∣ l2loss : 8.449756 ∣ 
[  epoch 0002/0030] 4060/4800, lr:1.0e-04 ∣ avg_100 : 8.292169 ∣ l2loss : 8.605867 ∣ 
[  epoch 0002/0030] 4070/4800, lr:1.0e-04 ∣ avg_100 : 8.292391 ∣ l2loss : 8.389466 ∣ 
[  epoch 0002/0030] 4080/4800, lr:1.0e-04 ∣ avg_100 : 8.289801 ∣ l2loss : 7.991346 ∣ 
[  epoch 0002/0030] 4090/4800, lr:1.0e-04 ∣ avg_100 : 8.289762 ∣ l2loss : 8.516474 ∣ 
[  epoch 0002/0030] 4100/4800, lr:1.0e-04 ∣ avg_100 : 8.290940 ∣ l2loss : 8.056083 ∣ 
[  epoch 0002/0030] 4110/4800, lr:1.0e-04 ∣ avg_100 : 8.284903 ∣ l2loss : 8.123916 ∣ 
[  epoch 0002/0030] 4120/4800, lr:1.0e-04 ∣ avg_100 : 8.284045 ∣ l2loss : 7.984240 ∣ 
[  epoch 0002/0030] 4130/4800, lr:1.0e-04 ∣ avg_100 : 8.282435 ∣ l2loss : 8.440442 ∣ 
[  epoch 0002/0030] 4140/4800, lr:1.0e-04 ∣ avg_100 : 8.279479 ∣ l2loss : 7.779914 ∣ 
[  epoch 0002/0030] 4150/4800, lr:1.0e-04 ∣ avg_100 : 8.275636 ∣ l2loss : 8.315748 ∣ 
[  epoch 0002/0030] 4160/4800, lr:1.0e-04 ∣ avg_100 : 8.274014 ∣ l2loss : 8.022137 ∣ 
[  epoch 0002/0030] 4170/4800, lr:1.0e-04 ∣ avg_100 : 8.266845 ∣ l2loss : 7.932690 ∣ 
[  epoch 0002/0030] 4180/4800, lr:1.0e-04 ∣ avg_100 : 8.266251 ∣ l2loss : 8.033088 ∣ 
[  epoch 0002/0030] 4190/4800, lr:1.0e-04 ∣ avg_100 : 8.262103 ∣ l2loss : 8.057612 ∣ 
[  epoch 0002/0030] 4200/4800, lr:1.0e-04 ∣ avg_100 : 8.261519 ∣ l2loss : 8.072797 ∣ 
[  epoch 0002/0030] 4210/4800, lr:1.0e-04 ∣ avg_100 : 8.262289 ∣ l2loss : 8.201845 ∣ 
[  epoch 0002/0030] 4220/4800, lr:1.0e-04 ∣ avg_100 : 8.258927 ∣ l2loss : 8.057354 ∣ 
[  epoch 0002/0030] 4230/4800, lr:1.0e-04 ∣ avg_100 : 8.249161 ∣ l2loss : 7.877835 ∣ 
[  epoch 0002/0030] 4240/4800, lr:1.0e-04 ∣ avg_100 : 8.241712 ∣ l2loss : 7.659415 ∣ 
[  epoch 0002/0030] 4250/4800, lr:1.0e-04 ∣ avg_100 : 8.236928 ∣ l2loss : 8.122827 ∣ 
[  epoch 0002/0030] 4260/4800, lr:1.0e-04 ∣ avg_100 : 8.236954 ∣ l2loss : 8.136297 ∣ 
[  epoch 0002/0030] 4270/4800, lr:1.0e-04 ∣ avg_100 : 8.235372 ∣ l2loss : 8.169846 ∣ 
[  epoch 0002/0030] 4280/4800, lr:1.0e-04 ∣ avg_100 : 8.236250 ∣ l2loss : 8.338102 ∣ 
[  epoch 0002/0030] 4290/4800, lr:1.0e-04 ∣ avg_100 : 8.233125 ∣ l2loss : 8.141910 ∣ 
[  epoch 0002/0030] 4300/4800, lr:1.0e-04 ∣ avg_100 : 8.229803 ∣ l2loss : 7.798379 ∣ 
[  epoch 0002/0030] 4310/4800, lr:1.0e-04 ∣ avg_100 : 8.225978 ∣ l2loss : 8.114685 ∣ 
[  epoch 0002/0030] 4320/4800, lr:1.0e-04 ∣ avg_100 : 8.220616 ∣ l2loss : 7.873240 ∣ 
[  epoch 0002/0030] 4330/4800, lr:1.0e-04 ∣ avg_100 : 8.217530 ∣ l2loss : 8.103470 ∣ 
[  epoch 0002/0030] 4340/4800, lr:1.0e-04 ∣ avg_100 : 8.211871 ∣ l2loss : 7.992822 ∣ 
[  epoch 0002/0030] 4350/4800, lr:1.0e-04 ∣ avg_100 : 8.212115 ∣ l2loss : 8.373599 ∣ 
[  epoch 0002/0030] 4360/4800, lr:1.0e-04 ∣ avg_100 : 8.206565 ∣ l2loss : 7.769423 ∣ 
[  epoch 0002/0030] 4370/4800, lr:1.0e-04 ∣ avg_100 : 8.203071 ∣ l2loss : 8.069843 ∣ 
[  epoch 0002/0030] 4380/4800, lr:1.0e-04 ∣ avg_100 : 8.197611 ∣ l2loss : 7.968119 ∣ 
[  epoch 0002/0030] 4390/4800, lr:1.0e-04 ∣ avg_100 : 8.195754 ∣ l2loss : 8.234399 ∣ 
[  epoch 0002/0030] 4400/4800, lr:1.0e-04 ∣ avg_100 : 8.191308 ∣ l2loss : 7.908210 ∣ 
[  epoch 0002/0030] 4410/4800, lr:1.0e-04 ∣ avg_100 : 8.187678 ∣ l2loss : 8.078350 ∣ 
[  epoch 0002/0030] 4420/4800, lr:1.0e-04 ∣ avg_100 : 8.184462 ∣ l2loss : 8.075360 ∣ 
[  epoch 0002/0030] 4430/4800, lr:1.0e-04 ∣ avg_100 : 8.185164 ∣ l2loss : 7.963518 ∣ 
[  epoch 0002/0030] 4440/4800, lr:1.0e-04 ∣ avg_100 : 8.185978 ∣ l2loss : 8.401726 ∣ 
[  epoch 0002/0030] 4450/4800, lr:1.0e-04 ∣ avg_100 : 8.185307 ∣ l2loss : 7.991151 ∣ 
[  epoch 0002/0030] 4460/4800, lr:1.0e-04 ∣ avg_100 : 8.185858 ∣ l2loss : 8.188930 ∣ 
[  epoch 0002/0030] 4470/4800, lr:1.0e-04 ∣ avg_100 : 8.178539 ∣ l2loss : 7.980276 ∣ 
[  epoch 0002/0030] 4480/4800, lr:1.0e-04 ∣ avg_100 : 8.166408 ∣ l2loss : 7.898480 ∣ 
[  epoch 0002/0030] 4490/4800, lr:1.0e-04 ∣ avg_100 : 8.158569 ∣ l2loss : 8.017459 ∣ 
[  epoch 0002/0030] 4500/4800, lr:1.0e-04 ∣ avg_100 : 8.151807 ∣ l2loss : 8.022637 ∣ 
[  epoch 0002/0030] 4510/4800, lr:1.0e-04 ∣ avg_100 : 8.152160 ∣ l2loss : 8.110801 ∣ 
[  epoch 0002/0030] 4520/4800, lr:1.0e-04 ∣ avg_100 : 8.149160 ∣ l2loss : 8.011496 ∣ 
[  epoch 0002/0030] 4530/4800, lr:1.0e-04 ∣ avg_100 : 8.150238 ∣ l2loss : 8.237655 ∣ 
[  epoch 0002/0030] 4540/4800, lr:1.0e-04 ∣ avg_100 : 8.143677 ∣ l2loss : 7.715151 ∣ 
[  epoch 0002/0030] 4550/4800, lr:1.0e-04 ∣ avg_100 : 8.138947 ∣ l2loss : 7.903312 ∣ 
[  epoch 0002/0030] 4560/4800, lr:1.0e-04 ∣ avg_100 : 8.135805 ∣ l2loss : 7.925625 ∣ 
[  epoch 0002/0030] 4570/4800, lr:1.0e-04 ∣ avg_100 : 8.135498 ∣ l2loss : 8.200724 ∣ 
[  epoch 0002/0030] 4580/4800, lr:1.0e-04 ∣ avg_100 : 8.132345 ∣ l2loss : 8.332278 ∣ 
[  epoch 0002/0030] 4590/4800, lr:1.0e-04 ∣ avg_100 : 8.131015 ∣ l2loss : 8.030569 ∣ 
[  epoch 0002/0030] 4600/4800, lr:1.0e-04 ∣ avg_100 : 8.133295 ∣ l2loss : 8.206604 ∣ 
[  epoch 0002/0030] 4610/4800, lr:1.0e-04 ∣ avg_100 : 8.138991 ∣ l2loss : 8.322293 ∣ 
[  epoch 0002/0030] 4620/4800, lr:1.0e-04 ∣ avg_100 : 8.131057 ∣ l2loss : 7.726884 ∣ 
[  epoch 0002/0030] 4630/4800, lr:1.0e-04 ∣ avg_100 : 8.128364 ∣ l2loss : 7.576436 ∣ 
[  epoch 0002/0030] 4640/4800, lr:1.0e-04 ∣ avg_100 : 8.132786 ∣ l2loss : 8.189793 ∣ 
[  epoch 0002/0030] 4650/4800, lr:1.0e-04 ∣ avg_100 : 8.135178 ∣ l2loss : 8.042062 ∣ 
[  epoch 0002/0030] 4660/4800, lr:1.0e-04 ∣ avg_100 : 8.131150 ∣ l2loss : 7.621372 ∣ 
[  epoch 0002/0030] 4670/4800, lr:1.0e-04 ∣ avg_100 : 8.127133 ∣ l2loss : 8.096015 ∣ 
[  epoch 0002/0030] 4680/4800, lr:1.0e-04 ∣ avg_100 : 8.128831 ∣ l2loss : 7.966925 ∣ 
[  epoch 0002/0030] 4690/4800, lr:1.0e-04 ∣ avg_100 : 8.124529 ∣ l2loss : 8.296168 ∣ 
[  epoch 0002/0030] 4700/4800, lr:1.0e-04 ∣ avg_100 : 8.123330 ∣ l2loss : 7.988146 ∣ 
[  epoch 0002/0030] 4710/4800, lr:1.0e-04 ∣ avg_100 : 8.117477 ∣ l2loss : 7.731076 ∣ 
[  epoch 0002/0030] 4720/4800, lr:1.0e-04 ∣ avg_100 : 8.114580 ∣ l2loss : 8.027955 ∣ 
[  epoch 0002/0030] 4730/4800, lr:1.0e-04 ∣ avg_100 : 8.111770 ∣ l2loss : 7.924587 ∣ 
[  epoch 0002/0030] 4740/4800, lr:1.0e-04 ∣ avg_100 : 8.110749 ∣ l2loss : 7.933560 ∣ 
[  epoch 0002/0030] 4750/4800, lr:1.0e-04 ∣ avg_100 : 8.110906 ∣ l2loss : 7.930141 ∣ 
[  epoch 0002/0030] 4760/4800, lr:1.0e-04 ∣ avg_100 : 8.109735 ∣ l2loss : 7.973734 ∣ 
[  epoch 0002/0030] 4770/4800, lr:1.0e-04 ∣ avg_100 : 8.102055 ∣ l2loss : 7.994537 ∣ 
[  epoch 0002/0030] 4780/4800, lr:1.0e-04 ∣ avg_100 : 8.101601 ∣ l2loss : 8.341717 ∣ 
[  epoch 0002/0030] 4790/4800, lr:1.0e-04 ∣ avg_100 : 8.094599 ∣ l2loss : 7.854243 ∣ 
[  epoch 0002/0030] 4800/4800, lr:1.0e-04 ∣ avg_100 : 8.088746 ∣ l2loss : 8.057993 ∣ 
[    val 002    ] Done! PSNR : 37.23 dB, SSIM : 0.933otal: 20:23:48                     
[  epoch 0003/0030] 0010/4800, lr:1.0e-04 ∣ avg_100 : 8.082756 ∣ l2loss : 7.733268 ∣ 
[  epoch 0003/0030] 0020/4800, lr:1.0e-04 ∣ avg_100 : 8.076839 ∣ l2loss : 8.010699 ∣ 
[  epoch 0003/0030] 0030/4800, lr:1.0e-04 ∣ avg_100 : 8.077162 ∣ l2loss : 8.184434 ∣ 
[  epoch 0003/0030] 0040/4800, lr:1.0e-04 ∣ avg_100 : 8.071485 ∣ l2loss : 7.998609 ∣ 
[  epoch 0003/0030] 0050/4800, lr:1.0e-04 ∣ avg_100 : 8.067479 ∣ l2loss : 7.840503 ∣ 
[  epoch 0003/0030] 0060/4800, lr:1.0e-04 ∣ avg_100 : 8.063236 ∣ l2loss : 7.878928 ∣ 
[  epoch 0003/0030] 0070/4800, lr:1.0e-04 ∣ avg_100 : 8.058952 ∣ l2loss : 7.873779 ∣ 
[  epoch 0003/0030] 0080/4800, lr:1.0e-04 ∣ avg_100 : 8.061042 ∣ l2loss : 8.164578 ∣ 
[  epoch 0003/0030] 0090/4800, lr:1.0e-04 ∣ avg_100 : 8.057461 ∣ l2loss : 7.900073 ∣ 
[  epoch 0003/0030] 0100/4800, lr:1.0e-04 ∣ avg_100 : 8.061281 ∣ l2loss : 8.280675 ∣ 
[  epoch 0003/0030] 0110/4800, lr:1.0e-04 ∣ avg_100 : 8.059480 ∣ l2loss : 7.750426 ∣ 
[  epoch 0003/0030] 0120/4800, lr:1.0e-04 ∣ avg_100 : 8.051843 ∣ l2loss : 7.536570 ∣ 
[  epoch 0003/0030] 0130/4800, lr:1.0e-04 ∣ avg_100 : 8.051459 ∣ l2loss : 7.871420 ∣ 
[  epoch 0003/0030] 0140/4800, lr:1.0e-04 ∣ avg_100 : 8.050058 ∣ l2loss : 7.691061 ∣ 
[  epoch 0003/0030] 0150/4800, lr:1.0e-04 ∣ avg_100 : 8.045597 ∣ l2loss : 7.911224 ∣ 
[  epoch 0003/0030] 0160/4800, lr:1.0e-04 ∣ avg_100 : 8.044227 ∣ l2loss : 7.592892 ∣ 
[  epoch 0003/0030] 0170/4800, lr:1.0e-04 ∣ avg_100 : 8.041630 ∣ l2loss : 7.810149 ∣ 
[  epoch 0003/0030] 0180/4800, lr:1.0e-04 ∣ avg_100 : 8.036185 ∣ l2loss : 8.196803 ∣ 
[  epoch 0003/0030] 0190/4800, lr:1.0e-04 ∣ avg_100 : 8.033261 ∣ l2loss : 8.253135 ∣ 
[  epoch 0003/0030] 0200/4800, lr:1.0e-04 ∣ avg_100 : 8.033927 ∣ l2loss : 8.142341 ∣ 
[  epoch 0003/0030] 0210/4800, lr:1.0e-04 ∣ avg_100 : 8.030436 ∣ l2loss : 7.902289 ∣ 
[  epoch 0003/0030] 0220/4800, lr:1.0e-04 ∣ avg_100 : 8.028732 ∣ l2loss : 7.721883 ∣ 
[  epoch 0003/0030] 0230/4800, lr:1.0e-04 ∣ avg_100 : 8.026145 ∣ l2loss : 7.765670 ∣ 
[  epoch 0003/0030] 0240/4800, lr:1.0e-04 ∣ avg_100 : 8.024595 ∣ l2loss : 7.877149 ∣ 
[  epoch 0003/0030] 0250/4800, lr:1.0e-04 ∣ avg_100 : 8.020539 ∣ l2loss : 8.044176 ∣ 
[  epoch 0003/0030] 0260/4800, lr:1.0e-04 ∣ avg_100 : 8.012924 ∣ l2loss : 7.844396 ∣ 
[  epoch 0003/0030] 0270/4800, lr:1.0e-04 ∣ avg_100 : 8.006593 ∣ l2loss : 7.756341 ∣ 
[  epoch 0003/0030] 0280/4800, lr:1.0e-04 ∣ avg_100 : 8.003809 ∣ l2loss : 7.712968 ∣ 
[  epoch 0003/0030] 0290/4800, lr:1.0e-04 ∣ avg_100 : 7.996297 ∣ l2loss : 7.765184 ∣ 
[  epoch 0003/0030] 0300/4800, lr:1.0e-04 ∣ avg_100 : 7.991614 ∣ l2loss : 7.587804 ∣ 
[  epoch 0003/0030] 0310/4800, lr:1.0e-04 ∣ avg_100 : 7.989057 ∣ l2loss : 7.868259 ∣ 
[  epoch 0003/0030] 0320/4800, lr:1.0e-04 ∣ avg_100 : 7.987484 ∣ l2loss : 7.826965 ∣ 
[  epoch 0003/0030] 0330/4800, lr:1.0e-04 ∣ avg_100 : 7.978889 ∣ l2loss : 7.580892 ∣ 
[  epoch 0003/0030] 0340/4800, lr:1.0e-04 ∣ avg_100 : 7.976053 ∣ l2loss : 7.496285 ∣ 
[  epoch 0003/0030] 0350/4800, lr:1.0e-04 ∣ avg_100 : 7.971154 ∣ l2loss : 7.825890 ∣ 
[  epoch 0003/0030] 0360/4800, lr:1.0e-04 ∣ avg_100 : 7.969488 ∣ l2loss : 7.855583 ∣ 
[  epoch 0003/0030] 0370/4800, lr:1.0e-04 ∣ avg_100 : 7.970965 ∣ l2loss : 8.080303 ∣ 
[  epoch 0003/0030] 0380/4800, lr:1.0e-04 ∣ avg_100 : 7.971031 ∣ l2loss : 8.039772 ∣ 
[  epoch 0003/0030] 0390/4800, lr:1.0e-04 ∣ avg_100 : 7.972238 ∣ l2loss : 8.178313 ∣ 
[  epoch 0003/0030] 0400/4800, lr:1.0e-04 ∣ avg_100 : 7.967496 ∣ l2loss : 7.598518 ∣ 
[  epoch 0003/0030] 0410/4800, lr:1.0e-04 ∣ avg_100 : 7.964792 ∣ l2loss : 7.931512 ∣ 
[  epoch 0003/0030] 0420/4800, lr:1.0e-04 ∣ avg_100 : 7.964998 ∣ l2loss : 8.077904 ∣ 
[  epoch 0003/0030] 0430/4800, lr:1.0e-04 ∣ avg_100 : 7.964743 ∣ l2loss : 7.852381 ∣ 
[  epoch 0003/0030] 0440/4800, lr:1.0e-04 ∣ avg_100 : 7.968335 ∣ l2loss : 8.018613 ∣ 
[  epoch 0003/0030] 0450/4800, lr:1.0e-04 ∣ avg_100 : 7.968607 ∣ l2loss : 8.149970 ∣ 
[  epoch 0003/0030] 0460/4800, lr:1.0e-04 ∣ avg_100 : 7.970173 ∣ l2loss : 8.292886 ∣ 
[  epoch 0003/0030] 0470/4800, lr:1.0e-04 ∣ avg_100 : 7.966364 ∣ l2loss : 7.789022 ∣ 
[  epoch 0003/0030] 0480/4800, lr:1.0e-04 ∣ avg_100 : 7.965318 ∣ l2loss : 8.233432 ∣ 
[  epoch 0003/0030] 0490/4800, lr:1.0e-04 ∣ avg_100 : 7.959078 ∣ l2loss : 7.517973 ∣ 
[  epoch 0003/0030] 0500/4800, lr:1.0e-04 ∣ avg_100 : 7.960368 ∣ l2loss : 7.927312 ∣ 
[  epoch 0003/0030] 0510/4800, lr:1.0e-04 ∣ avg_100 : 7.960528 ∣ l2loss : 8.130717 ∣ 
[  epoch 0003/0030] 0520/4800, lr:1.0e-04 ∣ avg_100 : 7.961792 ∣ l2loss : 7.999630 ∣ 
[  epoch 0003/0030] 0530/4800, lr:1.0e-04 ∣ avg_100 : 7.959700 ∣ l2loss : 7.894324 ∣ 
[  epoch 0003/0030] 0540/4800, lr:1.0e-04 ∣ avg_100 : 7.958987 ∣ l2loss : 7.921457 ∣ 
[  epoch 0003/0030] 0550/4800, lr:1.0e-04 ∣ avg_100 : 7.951048 ∣ l2loss : 7.579772 ∣ 
[  epoch 0003/0030] 0560/4800, lr:1.0e-04 ∣ avg_100 : 7.950528 ∣ l2loss : 7.717342 ∣ 
[  epoch 0003/0030] 0570/4800, lr:1.0e-04 ∣ avg_100 : 7.948569 ∣ l2loss : 7.873983 ∣ 
[  epoch 0003/0030] 0580/4800, lr:1.0e-04 ∣ avg_100 : 7.946164 ∣ l2loss : 7.727653 ∣ 
[  epoch 0003/0030] 0590/4800, lr:1.0e-04 ∣ avg_100 : 7.941659 ∣ l2loss : 7.783879 ∣ 
[  epoch 0003/0030] 0600/4800, lr:1.0e-04 ∣ avg_100 : 7.944443 ∣ l2loss : 8.186557 ∣ 
[  epoch 0003/0030] 0610/4800, lr:1.0e-04 ∣ avg_100 : 7.948404 ∣ l2loss : 8.474493 ∣ 
[  epoch 0003/0030] 0620/4800, lr:1.0e-04 ∣ avg_100 : 7.946318 ∣ l2loss : 7.866714 ∣ 
[  epoch 0003/0030] 0630/4800, lr:1.0e-04 ∣ avg_100 : 7.946897 ∣ l2loss : 8.021408 ∣ 
[  epoch 0003/0030] 0640/4800, lr:1.0e-04 ∣ avg_100 : 7.942231 ∣ l2loss : 7.935163 ∣ 
[  epoch 0003/0030] 0650/4800, lr:1.0e-04 ∣ avg_100 : 7.942130 ∣ l2loss : 7.981069 ∣ 
[  epoch 0003/0030] 0660/4800, lr:1.0e-04 ∣ avg_100 : 7.939286 ∣ l2loss : 7.904543 ∣ 
[  epoch 0003/0030] 0670/4800, lr:1.0e-04 ∣ avg_100 : 7.940483 ∣ l2loss : 8.099940 ∣ 
[  epoch 0003/0030] 0680/4800, lr:1.0e-04 ∣ avg_100 : 7.942900 ∣ l2loss : 8.140176 ∣ 
[  epoch 0003/0030] 0690/4800, lr:1.0e-04 ∣ avg_100 : 7.943119 ∣ l2loss : 8.039429 ∣ 
[  epoch 0003/0030] 0700/4800, lr:1.0e-04 ∣ avg_100 : 7.940592 ∣ l2loss : 7.769932 ∣ 
[  epoch 0003/0030] 0710/4800, lr:1.0e-04 ∣ avg_100 : 7.937592 ∣ l2loss : 7.810781 ∣ 
[  epoch 0003/0030] 0720/4800, lr:1.0e-04 ∣ avg_100 : 7.932256 ∣ l2loss : 7.477896 ∣ 
[  epoch 0003/0030] 0730/4800, lr:1.0e-04 ∣ avg_100 : 7.927759 ∣ l2loss : 7.787886 ∣ 
[  epoch 0003/0030] 0740/4800, lr:1.0e-04 ∣ avg_100 : 7.927826 ∣ l2loss : 7.721857 ∣ 
[  epoch 0003/0030] 0750/4800, lr:1.0e-04 ∣ avg_100 : 7.926715 ∣ l2loss : 7.792247 ∣ 
[  epoch 0003/0030] 0760/4800, lr:1.0e-04 ∣ avg_100 : 7.928110 ∣ l2loss : 8.065110 ∣ 
[  epoch 0003/0030] 0770/4800, lr:1.0e-04 ∣ avg_100 : 7.926419 ∣ l2loss : 8.031630 ∣ 
[  epoch 0003/0030] 0780/4800, lr:1.0e-04 ∣ avg_100 : 7.920291 ∣ l2loss : 7.719541 ∣ 
[  epoch 0003/0030] 0790/4800, lr:1.0e-04 ∣ avg_100 : 7.916864 ∣ l2loss : 7.687787 ∣ 
[  epoch 0003/0030] 0800/4800, lr:1.0e-04 ∣ avg_100 : 7.909126 ∣ l2loss : 7.432814 ∣ 
[  epoch 0003/0030] 0810/4800, lr:1.0e-04 ∣ avg_100 : 7.906236 ∣ l2loss : 8.033283 ∣ 
[  epoch 0003/0030] 0820/4800, lr:1.0e-04 ∣ avg_100 : 7.907751 ∣ l2loss : 7.878405 ∣ 
[  epoch 0003/0030] 0830/4800, lr:1.0e-04 ∣ avg_100 : 7.913662 ∣ l2loss : 8.167587 ∣ 
[  epoch 0003/0030] 0840/4800, lr:1.0e-04 ∣ avg_100 : 7.914717 ∣ l2loss : 8.295261 ∣ 
[  epoch 0003/0030] 0850/4800, lr:1.0e-04 ∣ avg_100 : 7.913610 ∣ l2loss : 7.931358 ∣ 
[  epoch 0003/0030] 0860/4800, lr:1.0e-04 ∣ avg_100 : 7.919765 ∣ l2loss : 8.236842 ∣ 
[  epoch 0003/0030] 0870/4800, lr:1.0e-04 ∣ avg_100 : 7.916578 ∣ l2loss : 7.777342 ∣ 
[  epoch 0003/0030] 0880/4800, lr:1.0e-04 ∣ avg_100 : 7.917590 ∣ l2loss : 8.068084 ∣ 
[  epoch 0003/0030] 0890/4800, lr:1.0e-04 ∣ avg_100 : 7.914511 ∣ l2loss : 7.988289 ∣ 
[  epoch 0003/0030] 0900/4800, lr:1.0e-04 ∣ avg_100 : 7.911047 ∣ l2loss : 7.641716 ∣ 
[  epoch 0003/0030] 0910/4800, lr:1.0e-04 ∣ avg_100 : 7.910864 ∣ l2loss : 7.712777 ∣ 
[  epoch 0003/0030] 0920/4800, lr:1.0e-04 ∣ avg_100 : 7.915043 ∣ l2loss : 8.445899 ∣ 
[  epoch 0003/0030] 0930/4800, lr:1.0e-04 ∣ avg_100 : 7.913255 ∣ l2loss : 7.745833 ∣ 
[  epoch 0003/0030] 0940/4800, lr:1.0e-04 ∣ avg_100 : 7.916639 ∣ l2loss : 8.271961 ∣ 
[  epoch 0003/0030] 0950/4800, lr:1.0e-04 ∣ avg_100 : 7.916701 ∣ l2loss : 7.936316 ∣ 
[  epoch 0003/0030] 0960/4800, lr:1.0e-04 ∣ avg_100 : 7.916160 ∣ l2loss : 7.919660 ∣ 
[  epoch 0003/0030] 0970/4800, lr:1.0e-04 ∣ avg_100 : 7.912693 ∣ l2loss : 7.647837 ∣ 
[  epoch 0003/0030] 0980/4800, lr:1.0e-04 ∣ avg_100 : 7.903240 ∣ l2loss : 7.396363 ∣ 
[  epoch 0003/0030] 0990/4800, lr:1.0e-04 ∣ avg_100 : 7.906176 ∣ l2loss : 8.147851 ∣ 
[  epoch 0003/0030] 1000/4800, lr:1.0e-04 ∣ avg_100 : 7.903221 ∣ l2loss : 7.762522 ∣ 
[  epoch 0003/0030] 1010/4800, lr:1.0e-04 ∣ avg_100 : 7.902087 ∣ l2loss : 7.619873 ∣ 
[  epoch 0003/0030] 1020/4800, lr:1.0e-04 ∣ avg_100 : 7.899249 ∣ l2loss : 7.726819 ∣ 
[  epoch 0003/0030] 1030/4800, lr:1.0e-04 ∣ avg_100 : 7.894806 ∣ l2loss : 7.740164 ∣ 
[  epoch 0003/0030] 1040/4800, lr:1.0e-04 ∣ avg_100 : 7.887930 ∣ l2loss : 7.311062 ∣ 
[  epoch 0003/0030] 1050/4800, lr:1.0e-04 ∣ avg_100 : 7.886122 ∣ l2loss : 7.659714 ∣ 
[  epoch 0003/0030] 1060/4800, lr:1.0e-04 ∣ avg_100 : 7.888114 ∣ l2loss : 8.078099 ∣ 
[  epoch 0003/0030] 1070/4800, lr:1.0e-04 ∣ avg_100 : 7.885193 ∣ l2loss : 7.581696 ∣ 
[  epoch 0003/0030] 1080/4800, lr:1.0e-04 ∣ avg_100 : 7.885294 ∣ l2loss : 8.174617 ∣ 
[  epoch 0003/0030] 1090/4800, lr:1.0e-04 ∣ avg_100 : 7.884889 ∣ l2loss : 7.859647 ∣ 
[  epoch 0003/0030] 1100/4800, lr:1.0e-04 ∣ avg_100 : 7.881425 ∣ l2loss : 7.934190 ∣ 
[  epoch 0003/0030] 1110/4800, lr:1.0e-04 ∣ avg_100 : 7.884745 ∣ l2loss : 8.082481 ∣ 
[  epoch 0003/0030] 1120/4800, lr:1.0e-04 ∣ avg_100 : 7.890374 ∣ l2loss : 8.099435 ∣ 
[  epoch 0003/0030] 1130/4800, lr:1.0e-04 ∣ avg_100 : 7.890389 ∣ l2loss : 7.872974 ∣ 
[  epoch 0003/0030] 1140/4800, lr:1.0e-04 ∣ avg_100 : 7.889392 ∣ l2loss : 7.591287 ∣ 
[  epoch 0003/0030] 1150/4800, lr:1.0e-04 ∣ avg_100 : 7.889860 ∣ l2loss : 7.958052 ∣ 
[  epoch 0003/0030] 1160/4800, lr:1.0e-04 ∣ avg_100 : 7.892517 ∣ l2loss : 7.858642 ∣ 
[  epoch 0003/0030] 1170/4800, lr:1.0e-04 ∣ avg_100 : 7.894100 ∣ l2loss : 7.968396 ∣ 
[  epoch 0003/0030] 1180/4800, lr:1.0e-04 ∣ avg_100 : 7.890827 ∣ l2loss : 7.869510 ∣ 
[  epoch 0003/0030] 1190/4800, lr:1.0e-04 ∣ avg_100 : 7.886478 ∣ l2loss : 7.818289 ∣ 
[  epoch 0003/0030] 1200/4800, lr:1.0e-04 ∣ avg_100 : 7.885563 ∣ l2loss : 8.050751 ∣ 
[  epoch 0003/0030] 1210/4800, lr:1.0e-04 ∣ avg_100 : 7.885380 ∣ l2loss : 7.884068 ∣ 
[  epoch 0003/0030] 1220/4800, lr:1.0e-04 ∣ avg_100 : 7.884931 ∣ l2loss : 7.676907 ∣ 
[  epoch 0003/0030] 1230/4800, lr:1.0e-04 ∣ avg_100 : 7.887418 ∣ l2loss : 8.014430 ∣ 
[  epoch 0003/0030] 1240/4800, lr:1.0e-04 ∣ avg_100 : 7.885273 ∣ l2loss : 7.662642 ∣ 
[  epoch 0003/0030] 1250/4800, lr:1.0e-04 ∣ avg_100 : 7.883076 ∣ l2loss : 7.824452 ∣ 
[  epoch 0003/0030] 1260/4800, lr:1.0e-04 ∣ avg_100 : 7.882866 ∣ l2loss : 7.823449 ∣ 
[  epoch 0003/0030] 1270/4800, lr:1.0e-04 ∣ avg_100 : 7.882550 ∣ l2loss : 7.724661 ∣ 
[  epoch 0003/0030] 1280/4800, lr:1.0e-04 ∣ avg_100 : 7.883317 ∣ l2loss : 7.789702 ∣ 
[  epoch 0003/0030] 1290/4800, lr:1.0e-04 ∣ avg_100 : 7.882038 ∣ l2loss : 7.637321 ∣ 
[  epoch 0003/0030] 1300/4800, lr:1.0e-04 ∣ avg_100 : 7.883687 ∣ l2loss : 7.752668 ∣ 
[  epoch 0003/0030] 1310/4800, lr:1.0e-04 ∣ avg_100 : 7.882034 ∣ l2loss : 7.702976 ∣ 
[  epoch 0003/0030] 1320/4800, lr:1.0e-04 ∣ avg_100 : 7.880688 ∣ l2loss : 7.692363 ∣ 
[  epoch 0003/0030] 1330/4800, lr:1.0e-04 ∣ avg_100 : 7.884332 ∣ l2loss : 7.945320 ∣ 
[  epoch 0003/0030] 1340/4800, lr:1.0e-04 ∣ avg_100 : 7.884469 ∣ l2loss : 7.509952 ∣ 
[  epoch 0003/0030] 1350/4800, lr:1.0e-04 ∣ avg_100 : 7.881050 ∣ l2loss : 7.483943 ∣ 
[  epoch 0003/0030] 1360/4800, lr:1.0e-04 ∣ avg_100 : 7.880458 ∣ l2loss : 7.796398 ∣ 
[  epoch 0003/0030] 1370/4800, lr:1.0e-04 ∣ avg_100 : 7.874516 ∣ l2loss : 7.486109 ∣ 
[  epoch 0003/0030] 1380/4800, lr:1.0e-04 ∣ avg_100 : 7.869894 ∣ l2loss : 7.577624 ∣ 
[  epoch 0003/0030] 1390/4800, lr:1.0e-04 ∣ avg_100 : 7.868459 ∣ l2loss : 8.034805 ∣ 
[  epoch 0003/0030] 1400/4800, lr:1.0e-04 ∣ avg_100 : 7.869028 ∣ l2loss : 7.655388 ∣ 
[  epoch 0003/0030] 1410/4800, lr:1.0e-04 ∣ avg_100 : 7.865522 ∣ l2loss : 7.580911 ∣ 
[  epoch 0003/0030] 1420/4800, lr:1.0e-04 ∣ avg_100 : 7.862069 ∣ l2loss : 7.732567 ∣ 
[  epoch 0003/0030] 1430/4800, lr:1.0e-04 ∣ avg_100 : 7.860799 ∣ l2loss : 7.725401 ∣ 
[  epoch 0003/0030] 1440/4800, lr:1.0e-04 ∣ avg_100 : 7.859535 ∣ l2loss : 7.892192 ∣ 
[  epoch 0003/0030] 1450/4800, lr:1.0e-04 ∣ avg_100 : 7.856295 ∣ l2loss : 7.825971 ∣ 
[  epoch 0003/0030] 1460/4800, lr:1.0e-04 ∣ avg_100 : 7.849088 ∣ l2loss : 7.572242 ∣ 
[  epoch 0003/0030] 1470/4800, lr:1.0e-04 ∣ avg_100 : 7.852825 ∣ l2loss : 8.162702 ∣ 
[  epoch 0003/0030] 1480/4800, lr:1.0e-04 ∣ avg_100 : 7.849815 ∣ l2loss : 7.932445 ∣ 
[  epoch 0003/0030] 1490/4800, lr:1.0e-04 ∣ avg_100 : 7.853328 ∣ l2loss : 7.869273 ∣ 
[  epoch 0003/0030] 1500/4800, lr:1.0e-04 ∣ avg_100 : 7.851222 ∣ l2loss : 7.716713 ∣ 
[  epoch 0003/0030] 1510/4800, lr:1.0e-04 ∣ avg_100 : 7.849608 ∣ l2loss : 7.969351 ∣ 
[  epoch 0003/0030] 1520/4800, lr:1.0e-04 ∣ avg_100 : 7.852062 ∣ l2loss : 8.245004 ∣ 
[  epoch 0003/0030] 1530/4800, lr:1.0e-04 ∣ avg_100 : 7.851860 ∣ l2loss : 7.874144 ∣ 
[  epoch 0003/0030] 1540/4800, lr:1.0e-04 ∣ avg_100 : 7.851920 ∣ l2loss : 7.927443 ∣ 
[  epoch 0003/0030] 1550/4800, lr:1.0e-04 ∣ avg_100 : 7.853120 ∣ l2loss : 7.699767 ∣ 
[  epoch 0003/0030] 1560/4800, lr:1.0e-04 ∣ avg_100 : 7.849256 ∣ l2loss : 7.330954 ∣ 
[  epoch 0003/0030] 1570/4800, lr:1.0e-04 ∣ avg_100 : 7.847012 ∣ l2loss : 7.649524 ∣ 
[  epoch 0003/0030] 1580/4800, lr:1.0e-04 ∣ avg_100 : 7.846604 ∣ l2loss : 7.686911 ∣ 
[  epoch 0003/0030] 1590/4800, lr:1.0e-04 ∣ avg_100 : 7.844208 ∣ l2loss : 7.544286 ∣ 
[  epoch 0003/0030] 1600/4800, lr:1.0e-04 ∣ avg_100 : 7.837521 ∣ l2loss : 7.517860 ∣ 
[  epoch 0003/0030] 1610/4800, lr:1.0e-04 ∣ avg_100 : 7.827067 ∣ l2loss : 7.429079 ∣ 
[  epoch 0003/0030] 1620/4800, lr:1.0e-04 ∣ avg_100 : 7.827310 ∣ l2loss : 7.891022 ∣ 
[  epoch 0003/0030] 1630/4800, lr:1.0e-04 ∣ avg_100 : 7.822830 ∣ l2loss : 7.573423 ∣ 
[  epoch 0003/0030] 1640/4800, lr:1.0e-04 ∣ avg_100 : 7.822236 ∣ l2loss : 7.875674 ∣ 
[  epoch 0003/0030] 1650/4800, lr:1.0e-04 ∣ avg_100 : 7.815861 ∣ l2loss : 7.343577 ∣ 
[  epoch 0003/0030] 1660/4800, lr:1.0e-04 ∣ avg_100 : 7.810832 ∣ l2loss : 7.401714 ∣ 
[  epoch 0003/0030] 1670/4800, lr:1.0e-04 ∣ avg_100 : 7.806253 ∣ l2loss : 7.641968 ∣ 
[  epoch 0003/0030] 1680/4800, lr:1.0e-04 ∣ avg_100 : 7.800912 ∣ l2loss : 7.606066 ∣ 
[  epoch 0003/0030] 1690/4800, lr:1.0e-04 ∣ avg_100 : 7.798296 ∣ l2loss : 7.777877 ∣ 
[  epoch 0003/0030] 1700/4800, lr:1.0e-04 ∣ avg_100 : 7.797942 ∣ l2loss : 7.734551 ∣ 
[  epoch 0003/0030] 1710/4800, lr:1.0e-04 ∣ avg_100 : 7.799751 ∣ l2loss : 7.991661 ∣ 
[  epoch 0003/0030] 1720/4800, lr:1.0e-04 ∣ avg_100 : 7.802298 ∣ l2loss : 7.732580 ∣ 
[  epoch 0003/0030] 1730/4800, lr:1.0e-04 ∣ avg_100 : 7.799254 ∣ l2loss : 7.483501 ∣ 
[  epoch 0003/0030] 1740/4800, lr:1.0e-04 ∣ avg_100 : 7.800044 ∣ l2loss : 7.800898 ∣ 
[  epoch 0003/0030] 1750/4800, lr:1.0e-04 ∣ avg_100 : 7.798812 ∣ l2loss : 7.668974 ∣ 
[  epoch 0003/0030] 1760/4800, lr:1.0e-04 ∣ avg_100 : 7.796142 ∣ l2loss : 7.798110 ∣ 
[  epoch 0003/0030] 1770/4800, lr:1.0e-04 ∣ avg_100 : 7.790921 ∣ l2loss : 7.509603 ∣ 
[  epoch 0003/0030] 1780/4800, lr:1.0e-04 ∣ avg_100 : 7.790613 ∣ l2loss : 7.688654 ∣ 
[  epoch 0003/0030] 1790/4800, lr:1.0e-04 ∣ avg_100 : 7.791390 ∣ l2loss : 7.765520 ∣ 
[  epoch 0003/0030] 1800/4800, lr:1.0e-04 ∣ avg_100 : 7.794767 ∣ l2loss : 7.770521 ∣ 
[  epoch 0003/0030] 1810/4800, lr:1.0e-04 ∣ avg_100 : 7.793392 ∣ l2loss : 7.895785 ∣ 
[  epoch 0003/0030] 1820/4800, lr:1.0e-04 ∣ avg_100 : 7.795027 ∣ l2loss : 8.041906 ∣ 
[  epoch 0003/0030] 1830/4800, lr:1.0e-04 ∣ avg_100 : 7.792215 ∣ l2loss : 7.886439 ∣ 
[  epoch 0003/0030] 1840/4800, lr:1.0e-04 ∣ avg_100 : 7.786919 ∣ l2loss : 7.765644 ∣ 
[  epoch 0003/0030] 1850/4800, lr:1.0e-04 ∣ avg_100 : 7.786305 ∣ l2loss : 7.869975 ∣ 
[  epoch 0003/0030] 1860/4800, lr:1.0e-04 ∣ avg_100 : 7.781068 ∣ l2loss : 7.713093 ∣ 
[  epoch 0003/0030] 1870/4800, lr:1.0e-04 ∣ avg_100 : 7.780106 ∣ l2loss : 7.681173 ∣ 
[  epoch 0003/0030] 1880/4800, lr:1.0e-04 ∣ avg_100 : 7.773740 ∣ l2loss : 7.431442 ∣ 
[  epoch 0003/0030] 1890/4800, lr:1.0e-04 ∣ avg_100 : 7.769492 ∣ l2loss : 7.563514 ∣ 
[  epoch 0003/0030] 1900/4800, lr:1.0e-04 ∣ avg_100 : 7.768896 ∣ l2loss : 7.582063 ∣ 
[  epoch 0003/0030] 1910/4800, lr:1.0e-04 ∣ avg_100 : 7.770070 ∣ l2loss : 7.830260 ∣ 
[  epoch 0003/0030] 1920/4800, lr:1.0e-04 ∣ avg_100 : 7.764944 ∣ l2loss : 7.933292 ∣ 
[  epoch 0003/0030] 1930/4800, lr:1.0e-04 ∣ avg_100 : 7.768796 ∣ l2loss : 8.131025 ∣ 
[  epoch 0003/0030] 1940/4800, lr:1.0e-04 ∣ avg_100 : 7.762211 ∣ l2loss : 7.613411 ∣ 
[  epoch 0003/0030] 1950/4800, lr:1.0e-04 ∣ avg_100 : 7.758496 ∣ l2loss : 7.564886 ∣ 
[  epoch 0003/0030] 1960/4800, lr:1.0e-04 ∣ avg_100 : 7.759091 ∣ l2loss : 7.979111 ∣ 
[  epoch 0003/0030] 1970/4800, lr:1.0e-04 ∣ avg_100 : 7.759822 ∣ l2loss : 7.720902 ∣ 
[  epoch 0003/0030] 1980/4800, lr:1.0e-04 ∣ avg_100 : 7.761604 ∣ l2loss : 7.574636 ∣ 
[  epoch 0003/0030] 1990/4800, lr:1.0e-04 ∣ avg_100 : 7.758917 ∣ l2loss : 7.879155 ∣ 
[  epoch 0003/0030] 2000/4800, lr:1.0e-04 ∣ avg_100 : 7.759341 ∣ l2loss : 7.804923 ∣ 
[  epoch 0003/0030] 2010/4800, lr:1.0e-04 ∣ avg_100 : 7.759210 ∣ l2loss : 7.606741 ∣ 
[  epoch 0003/0030] 2020/4800, lr:1.0e-04 ∣ avg_100 : 7.755998 ∣ l2loss : 7.405633 ∣ 
[  epoch 0003/0030] 2030/4800, lr:1.0e-04 ∣ avg_100 : 7.753540 ∣ l2loss : 7.494361 ∣ 
[  epoch 0003/0030] 2040/4800, lr:1.0e-04 ∣ avg_100 : 7.759055 ∣ l2loss : 7.862546 ∣ 
[  epoch 0003/0030] 2050/4800, lr:1.0e-04 ∣ avg_100 : 7.762604 ∣ l2loss : 8.014617 ∣ 
[  epoch 0003/0030] 2060/4800, lr:1.0e-04 ∣ avg_100 : 7.756029 ∣ l2loss : 7.420632 ∣ 
[  epoch 0003/0030] 2070/4800, lr:1.0e-04 ∣ avg_100 : 7.758088 ∣ l2loss : 7.787589 ∣ 
[  epoch 0003/0030] 2080/4800, lr:1.0e-04 ∣ avg_100 : 7.750077 ∣ l2loss : 7.373497 ∣ 
[  epoch 0003/0030] 2090/4800, lr:1.0e-04 ∣ avg_100 : 7.744935 ∣ l2loss : 7.345457 ∣ 
[  epoch 0003/0030] 2100/4800, lr:1.0e-04 ∣ avg_100 : 7.741160 ∣ l2loss : 7.556691 ∣ 
[  epoch 0003/0030] 2110/4800, lr:1.0e-04 ∣ avg_100 : 7.732137 ∣ l2loss : 7.180187 ∣ 
[  epoch 0003/0030] 2120/4800, lr:1.0e-04 ∣ avg_100 : 7.725340 ∣ l2loss : 7.419685 ∣ 
[  epoch 0003/0030] 2130/4800, lr:1.0e-04 ∣ avg_100 : 7.722071 ∣ l2loss : 7.546095 ∣ 
[  epoch 0003/0030] 2140/4800, lr:1.0e-04 ∣ avg_100 : 7.727334 ∣ l2loss : 8.117542 ∣ 
[  epoch 0003/0030] 2150/4800, lr:1.0e-04 ∣ avg_100 : 7.727098 ∣ l2loss : 7.934514 ∣ 
[  epoch 0003/0030] 2160/4800, lr:1.0e-04 ∣ avg_100 : 7.722566 ∣ l2loss : 7.405371 ∣ 
[  epoch 0003/0030] 2170/4800, lr:1.0e-04 ∣ avg_100 : 7.718906 ∣ l2loss : 7.602408 ∣ 
[  epoch 0003/0030] 2180/4800, lr:1.0e-04 ∣ avg_100 : 7.718636 ∣ l2loss : 7.842518 ∣ 
[  epoch 0003/0030] 2190/4800, lr:1.0e-04 ∣ avg_100 : 7.715164 ∣ l2loss : 7.471070 ∣ 
[  epoch 0003/0030] 2200/4800, lr:1.0e-04 ∣ avg_100 : 7.712510 ∣ l2loss : 7.785355 ∣ 
[  epoch 0003/0030] 2210/4800, lr:1.0e-04 ∣ avg_100 : 7.713501 ∣ l2loss : 7.983181 ∣ 
[  epoch 0003/0030] 2220/4800, lr:1.0e-04 ∣ avg_100 : 7.713571 ∣ l2loss : 7.683956 ∣ 
[  epoch 0003/0030] 2230/4800, lr:1.0e-04 ∣ avg_100 : 7.709551 ∣ l2loss : 7.612420 ∣ 
[  epoch 0003/0030] 2240/4800, lr:1.0e-04 ∣ avg_100 : 7.708017 ∣ l2loss : 7.509243 ∣ 
[  epoch 0003/0030] 2250/4800, lr:1.0e-04 ∣ avg_100 : 7.708593 ∣ l2loss : 7.882025 ∣ 
[  epoch 0003/0030] 2260/4800, lr:1.0e-04 ∣ avg_100 : 7.705829 ∣ l2loss : 7.547046 ∣ 
[  epoch 0003/0030] 2270/4800, lr:1.0e-04 ∣ avg_100 : 7.708100 ∣ l2loss : 7.951771 ∣ 
[  epoch 0003/0030] 2280/4800, lr:1.0e-04 ∣ avg_100 : 7.705787 ∣ l2loss : 7.558397 ∣ 
[  epoch 0003/0030] 2290/4800, lr:1.0e-04 ∣ avg_100 : 7.705779 ∣ l2loss : 7.636549 ∣ 
[  epoch 0003/0030] 2300/4800, lr:1.0e-04 ∣ avg_100 : 7.705002 ∣ l2loss : 7.674950 ∣ 
[  epoch 0003/0030] 2310/4800, lr:1.0e-04 ∣ avg_100 : 7.707958 ∣ l2loss : 7.998538 ∣ 
[  epoch 0003/0030] 2320/4800, lr:1.0e-04 ∣ avg_100 : 7.708252 ∣ l2loss : 7.721779 ∣ 
[  epoch 0003/0030] 2330/4800, lr:1.0e-04 ∣ avg_100 : 7.706101 ∣ l2loss : 7.730271 ∣ 
[  epoch 0003/0030] 2340/4800, lr:1.0e-04 ∣ avg_100 : 7.709906 ∣ l2loss : 7.890438 ∣ 
[  epoch 0003/0030] 2350/4800, lr:1.0e-04 ∣ avg_100 : 7.711206 ∣ l2loss : 7.613938 ∣ 
[  epoch 0003/0030] 2360/4800, lr:1.0e-04 ∣ avg_100 : 7.709803 ∣ l2loss : 7.656110 ∣ 
[  epoch 0003/0030] 2370/4800, lr:1.0e-04 ∣ avg_100 : 7.711486 ∣ l2loss : 7.654414 ∣ 
[  epoch 0003/0030] 2380/4800, lr:1.0e-04 ∣ avg_100 : 7.709949 ∣ l2loss : 7.423923 ∣ 
[  epoch 0003/0030] 2390/4800, lr:1.0e-04 ∣ avg_100 : 7.708212 ∣ l2loss : 7.861118 ∣ 
[  epoch 0003/0030] 2400/4800, lr:1.0e-04 ∣ avg_100 : 7.706398 ∣ l2loss : 7.473947 ∣ 
[  epoch 0003/0030] 2410/4800, lr:1.0e-04 ∣ avg_100 : 7.702751 ∣ l2loss : 7.216238 ∣ 
[  epoch 0003/0030] 2420/4800, lr:1.0e-04 ∣ avg_100 : 7.699886 ∣ l2loss : 7.446078 ∣ 
[  epoch 0003/0030] 2430/4800, lr:1.0e-04 ∣ avg_100 : 7.699686 ∣ l2loss : 7.705340 ∣ 
[  epoch 0003/0030] 2440/4800, lr:1.0e-04 ∣ avg_100 : 7.697306 ∣ l2loss : 7.654215 ∣ 
[  epoch 0003/0030] 2450/4800, lr:1.0e-04 ∣ avg_100 : 7.696917 ∣ l2loss : 7.787058 ∣ 
[  epoch 0003/0030] 2460/4800, lr:1.0e-04 ∣ avg_100 : 7.695172 ∣ l2loss : 7.397799 ∣ 
[  epoch 0003/0030] 2470/4800, lr:1.0e-04 ∣ avg_100 : 7.689146 ∣ l2loss : 7.560027 ∣ 
[  epoch 0003/0030] 2480/4800, lr:1.0e-04 ∣ avg_100 : 7.686081 ∣ l2loss : 7.625989 ∣ 
[  epoch 0003/0030] 2490/4800, lr:1.0e-04 ∣ avg_100 : 7.681242 ∣ l2loss : 7.385358 ∣ 
[  epoch 0003/0030] 2500/4800, lr:1.0e-04 ∣ avg_100 : 7.680872 ∣ l2loss : 7.679738 ∣ 
[  epoch 0003/0030] 2510/4800, lr:1.0e-04 ∣ avg_100 : 7.674823 ∣ l2loss : 7.364456 ∣ 
[  epoch 0003/0030] 2520/4800, lr:1.0e-04 ∣ avg_100 : 7.668670 ∣ l2loss : 7.629732 ∣ 
[  epoch 0003/0030] 2530/4800, lr:1.0e-04 ∣ avg_100 : 7.670772 ∣ l2loss : 8.084340 ∣ 
[  epoch 0003/0030] 2540/4800, lr:1.0e-04 ∣ avg_100 : 7.666940 ∣ l2loss : 7.544158 ∣ 
[  epoch 0003/0030] 2550/4800, lr:1.0e-04 ∣ avg_100 : 7.669195 ∣ l2loss : 7.925295 ∣ 
[  epoch 0003/0030] 2560/4800, lr:1.0e-04 ∣ avg_100 : 7.671724 ∣ l2loss : 7.583880 ∣ 
[  epoch 0003/0030] 2570/4800, lr:1.0e-04 ∣ avg_100 : 7.668085 ∣ l2loss : 7.285611 ∣ 
[  epoch 0003/0030] 2580/4800, lr:1.0e-04 ∣ avg_100 : 7.667974 ∣ l2loss : 7.675779 ∣ 
[  epoch 0003/0030] 2590/4800, lr:1.0e-04 ∣ avg_100 : 7.665962 ∣ l2loss : 7.343147 ∣ 
[  epoch 0003/0030] 2600/4800, lr:1.0e-04 ∣ avg_100 : 7.664481 ∣ l2loss : 7.369751 ∣ 
[  epoch 0003/0030] 2610/4800, lr:1.0e-04 ∣ avg_100 : 7.665634 ∣ l2loss : 7.544368 ∣ 
[  epoch 0003/0030] 2620/4800, lr:1.0e-04 ∣ avg_100 : 7.659865 ∣ l2loss : 7.314146 ∣ 
[  epoch 0003/0030] 2630/4800, lr:1.0e-04 ∣ avg_100 : 7.655333 ∣ l2loss : 7.120205 ∣ 
[  epoch 0003/0030] 2640/4800, lr:1.0e-04 ∣ avg_100 : 7.655298 ∣ l2loss : 7.872193 ∣ 
[  epoch 0003/0030] 2650/4800, lr:1.0e-04 ∣ avg_100 : 7.657424 ∣ l2loss : 7.556171 ∣ 
[  epoch 0003/0030] 2660/4800, lr:1.0e-04 ∣ avg_100 : 7.659458 ∣ l2loss : 7.605113 ∣ 
[  epoch 0003/0030] 2670/4800, lr:1.0e-04 ∣ avg_100 : 7.660191 ∣ l2loss : 7.715235 ∣ 
[  epoch 0003/0030] 2680/4800, lr:1.0e-04 ∣ avg_100 : 7.663868 ∣ l2loss : 7.973765 ∣ 
[  epoch 0003/0030] 2690/4800, lr:1.0e-04 ∣ avg_100 : 7.661517 ∣ l2loss : 7.542817 ∣ 
[  epoch 0003/0030] 2700/4800, lr:1.0e-04 ∣ avg_100 : 7.660277 ∣ l2loss : 7.610557 ∣ 
[  epoch 0003/0030] 2710/4800, lr:1.0e-04 ∣ avg_100 : 7.654909 ∣ l2loss : 7.454862 ∣ 
[  epoch 0003/0030] 2720/4800, lr:1.0e-04 ∣ avg_100 : 7.653443 ∣ l2loss : 7.585987 ∣ 
[  epoch 0003/0030] 2730/4800, lr:1.0e-04 ∣ avg_100 : 7.653013 ∣ l2loss : 7.440475 ∣ 
[  epoch 0003/0030] 2740/4800, lr:1.0e-04 ∣ avg_100 : 7.652032 ∣ l2loss : 7.702739 ∣ 
[  epoch 0003/0030] 2750/4800, lr:1.0e-04 ∣ avg_100 : 7.649431 ∣ l2loss : 7.408895 ∣ 
[  epoch 0003/0030] 2760/4800, lr:1.0e-04 ∣ avg_100 : 7.647614 ∣ l2loss : 7.616453 ∣ 
[  epoch 0003/0030] 2770/4800, lr:1.0e-04 ∣ avg_100 : 7.648622 ∣ l2loss : 7.610366 ∣ 
[  epoch 0003/0030] 2780/4800, lr:1.0e-04 ∣ avg_100 : 7.648246 ∣ l2loss : 7.651081 ∣ 
[  epoch 0003/0030] 2790/4800, lr:1.0e-04 ∣ avg_100 : 7.644975 ∣ l2loss : 7.438413 ∣ 
[  epoch 0003/0030] 2800/4800, lr:1.0e-04 ∣ avg_100 : 7.642709 ∣ l2loss : 7.543936 ∣ 
[  epoch 0003/0030] 2810/4800, lr:1.0e-04 ∣ avg_100 : 7.640445 ∣ l2loss : 7.669403 ∣ 
[  epoch 0003/0030] 2820/4800, lr:1.0e-04 ∣ avg_100 : 7.635115 ∣ l2loss : 7.508862 ∣ 
[  epoch 0003/0030] 2830/4800, lr:1.0e-04 ∣ avg_100 : 7.629889 ∣ l2loss : 7.363852 ∣ 
[  epoch 0003/0030] 2840/4800, lr:1.0e-04 ∣ avg_100 : 7.628659 ∣ l2loss : 7.642624 ∣ 
[  epoch 0003/0030] 2850/4800, lr:1.0e-04 ∣ avg_100 : 7.625889 ∣ l2loss : 7.592942 ∣ 
[  epoch 0003/0030] 2860/4800, lr:1.0e-04 ∣ avg_100 : 7.625844 ∣ l2loss : 7.708629 ∣ 
[  epoch 0003/0030] 2870/4800, lr:1.0e-04 ∣ avg_100 : 7.628313 ∣ l2loss : 7.928081 ∣ 
[  epoch 0003/0030] 2880/4800, lr:1.0e-04 ∣ avg_100 : 7.627340 ∣ l2loss : 7.334133 ∣ 
[  epoch 0003/0030] 2890/4800, lr:1.0e-04 ∣ avg_100 : 7.625285 ∣ l2loss : 7.358031 ∣ 
[  epoch 0003/0030] 2900/4800, lr:1.0e-04 ∣ avg_100 : 7.623450 ∣ l2loss : 7.398596 ∣ 
[  epoch 0003/0030] 2910/4800, lr:1.0e-04 ∣ avg_100 : 7.617031 ∣ l2loss : 7.188348 ∣ 
[  epoch 0003/0030] 2920/4800, lr:1.0e-04 ∣ avg_100 : 7.611214 ∣ l2loss : 7.351527 ∣ 
[  epoch 0003/0030] 2930/4800, lr:1.0e-04 ∣ avg_100 : 7.605328 ∣ l2loss : 7.542423 ∣ 
[  epoch 0003/0030] 2940/4800, lr:1.0e-04 ∣ avg_100 : 7.602770 ∣ l2loss : 7.357603 ∣ 
[  epoch 0003/0030] 2950/4800, lr:1.0e-04 ∣ avg_100 : 7.605877 ∣ l2loss : 7.875632 ∣ 
[  epoch 0003/0030] 2960/4800, lr:1.0e-04 ∣ avg_100 : 7.606026 ∣ l2loss : 7.994011 ∣ 
[  epoch 0003/0030] 2970/4800, lr:1.0e-04 ∣ avg_100 : 7.606787 ∣ l2loss : 7.796988 ∣ 
[  epoch 0003/0030] 2980/4800, lr:1.0e-04 ∣ avg_100 : 7.604654 ∣ l2loss : 7.361348 ∣ 
[  epoch 0003/0030] 2990/4800, lr:1.0e-04 ∣ avg_100 : 7.600045 ∣ l2loss : 7.418301 ∣ 
[  epoch 0003/0030] 3000/4800, lr:1.0e-04 ∣ avg_100 : 7.597241 ∣ l2loss : 7.524525 ∣ 
[  epoch 0003/0030] 3010/4800, lr:1.0e-04 ∣ avg_100 : 7.595468 ∣ l2loss : 7.429433 ∣ 
[  epoch 0003/0030] 3020/4800, lr:1.0e-04 ∣ avg_100 : 7.594611 ∣ l2loss : 7.319909 ∣ 
[  epoch 0003/0030] 3030/4800, lr:1.0e-04 ∣ avg_100 : 7.593058 ∣ l2loss : 7.339008 ∣ 
[  epoch 0003/0030] 3040/4800, lr:1.0e-04 ∣ avg_100 : 7.590243 ∣ l2loss : 7.581123 ∣ 
[  epoch 0003/0030] 3050/4800, lr:1.0e-04 ∣ avg_100 : 7.584222 ∣ l2loss : 7.412470 ∣ 
[  epoch 0003/0030] 3060/4800, lr:1.0e-04 ∣ avg_100 : 7.586553 ∣ l2loss : 7.653760 ∣ 
[  epoch 0003/0030] 3070/4800, lr:1.0e-04 ∣ avg_100 : 7.580610 ∣ l2loss : 7.193306 ∣ 
[  epoch 0003/0030] 3080/4800, lr:1.0e-04 ∣ avg_100 : 7.578289 ∣ l2loss : 7.141405 ∣ 
[  epoch 0003/0030] 3090/4800, lr:1.0e-04 ∣ avg_100 : 7.582611 ∣ l2loss : 7.777584 ∣ 
[  epoch 0003/0030] 3100/4800, lr:1.0e-04 ∣ avg_100 : 7.578731 ∣ l2loss : 7.168698 ∣ 
[  epoch 0003/0030] 3110/4800, lr:1.0e-04 ∣ avg_100 : 7.583526 ∣ l2loss : 7.659746 ∣ 
[  epoch 0003/0030] 3120/4800, lr:1.0e-04 ∣ avg_100 : 7.582816 ∣ l2loss : 7.348595 ∣ 
[  epoch 0003/0030] 3130/4800, lr:1.0e-04 ∣ avg_100 : 7.582498 ∣ l2loss : 7.514358 ∣ 
[  epoch 0003/0030] 3140/4800, lr:1.0e-04 ∣ avg_100 : 7.579257 ∣ l2loss : 7.793388 ∣ 
[  epoch 0003/0030] 3150/4800, lr:1.0e-04 ∣ avg_100 : 7.576296 ∣ l2loss : 7.638420 ∣ 
[  epoch 0003/0030] 3160/4800, lr:1.0e-04 ∣ avg_100 : 7.574855 ∣ l2loss : 7.261295 ∣ 
[  epoch 0003/0030] 3170/4800, lr:1.0e-04 ∣ avg_100 : 7.572776 ∣ l2loss : 7.394470 ∣ 
[  epoch 0003/0030] 3180/4800, lr:1.0e-04 ∣ avg_100 : 7.570502 ∣ l2loss : 7.615181 ∣ 
[  epoch 0003/0030] 3190/4800, lr:1.0e-04 ∣ avg_100 : 7.570427 ∣ l2loss : 7.463539 ∣ 
[  epoch 0003/0030] 3200/4800, lr:1.0e-04 ∣ avg_100 : 7.568284 ∣ l2loss : 7.571107 ∣ 
[  epoch 0003/0030] 3210/4800, lr:1.0e-04 ∣ avg_100 : 7.566226 ∣ l2loss : 7.777364 ∣ 
[  epoch 0003/0030] 3220/4800, lr:1.0e-04 ∣ avg_100 : 7.569076 ∣ l2loss : 7.968960 ∣ 
[  epoch 0003/0030] 3230/4800, lr:1.0e-04 ∣ avg_100 : 7.566719 ∣ l2loss : 7.376726 ∣ 
[  epoch 0003/0030] 3240/4800, lr:1.0e-04 ∣ avg_100 : 7.567974 ∣ l2loss : 7.634739 ∣ 
[  epoch 0003/0030] 3250/4800, lr:1.0e-04 ∣ avg_100 : 7.561420 ∣ l2loss : 7.226632 ∣ 
[  epoch 0003/0030] 3260/4800, lr:1.0e-04 ∣ avg_100 : 7.556023 ∣ l2loss : 7.007299 ∣ 
[  epoch 0003/0030] 3270/4800, lr:1.0e-04 ∣ avg_100 : 7.552092 ∣ l2loss : 7.558674 ∣ 
[  epoch 0003/0030] 3280/4800, lr:1.0e-04 ∣ avg_100 : 7.550379 ∣ l2loss : 7.387073 ∣ 
[  epoch 0003/0030] 3290/4800, lr:1.0e-04 ∣ avg_100 : 7.548214 ∣ l2loss : 7.420077 ∣ 
[  epoch 0003/0030] 3300/4800, lr:1.0e-04 ∣ avg_100 : 7.546443 ∣ l2loss : 7.497871 ∣ 
[  epoch 0003/0030] 3310/4800, lr:1.0e-04 ∣ avg_100 : 7.537865 ∣ l2loss : 7.140718 ∣ 
[  epoch 0003/0030] 3320/4800, lr:1.0e-04 ∣ avg_100 : 7.533699 ∣ l2loss : 7.305164 ∣ 
[  epoch 0003/0030] 3330/4800, lr:1.0e-04 ∣ avg_100 : 7.528439 ∣ l2loss : 7.204289 ∣ 
[  epoch 0003/0030] 3340/4800, lr:1.0e-04 ∣ avg_100 : 7.520550 ∣ l2loss : 7.101574 ∣ 
[  epoch 0003/0030] 3350/4800, lr:1.0e-04 ∣ avg_100 : 7.518391 ∣ l2loss : 7.398026 ∣ 
[  epoch 0003/0030] 3360/4800, lr:1.0e-04 ∣ avg_100 : 7.514438 ∣ l2loss : 7.260751 ∣ 
[  epoch 0003/0030] 3370/4800, lr:1.0e-04 ∣ avg_100 : 7.510684 ∣ l2loss : 7.279053 ∣ 
[  epoch 0003/0030] 3380/4800, lr:1.0e-04 ∣ avg_100 : 7.508645 ∣ l2loss : 7.220046 ∣ 
[  epoch 0003/0030] 3390/4800, lr:1.0e-04 ∣ avg_100 : 7.506571 ∣ l2loss : 7.653669 ∣ 
[  epoch 0003/0030] 3400/4800, lr:1.0e-04 ∣ avg_100 : 7.507039 ∣ l2loss : 7.520770 ∣ 
[  epoch 0003/0030] 3410/4800, lr:1.0e-04 ∣ avg_100 : 7.506447 ∣ l2loss : 7.157041 ∣ 
[  epoch 0003/0030] 3420/4800, lr:1.0e-04 ∣ avg_100 : 7.512373 ∣ l2loss : 8.038644 ∣ 
[  epoch 0003/0030] 3430/4800, lr:1.0e-04 ∣ avg_100 : 7.508878 ∣ l2loss : 7.355856 ∣ 
[  epoch 0003/0030] 3440/4800, lr:1.0e-04 ∣ avg_100 : 7.507180 ∣ l2loss : 7.484467 ∣ 
[  epoch 0003/0030] 3450/4800, lr:1.0e-04 ∣ avg_100 : 7.503035 ∣ l2loss : 7.372494 ∣ 
[  epoch 0003/0030] 3460/4800, lr:1.0e-04 ∣ avg_100 : 7.500400 ∣ l2loss : 7.134286 ∣ 
[  epoch 0003/0030] 3470/4800, lr:1.0e-04 ∣ avg_100 : 7.496647 ∣ l2loss : 7.184772 ∣ 
[  epoch 0003/0030] 3480/4800, lr:1.0e-04 ∣ avg_100 : 7.491918 ∣ l2loss : 7.153079 ∣ 
[  epoch 0003/0030] 3490/4800, lr:1.0e-04 ∣ avg_100 : 7.493415 ∣ l2loss : 7.535093 ∣ 
[  epoch 0003/0030] 3500/4800, lr:1.0e-04 ∣ avg_100 : 7.488859 ∣ l2loss : 7.224121 ∣ 
[  epoch 0003/0030] 3510/4800, lr:1.0e-04 ∣ avg_100 : 7.488574 ∣ l2loss : 7.335912 ∣ 
[  epoch 0003/0030] 3520/4800, lr:1.0e-04 ∣ avg_100 : 7.488993 ∣ l2loss : 7.671630 ∣ 
[  epoch 0003/0030] 3530/4800, lr:1.0e-04 ∣ avg_100 : 7.480774 ∣ l2loss : 7.262460 ∣ 
[  epoch 0003/0030] 3540/4800, lr:1.0e-04 ∣ avg_100 : 7.478245 ∣ l2loss : 7.291264 ∣ 
[  epoch 0003/0030] 3550/4800, lr:1.0e-04 ∣ avg_100 : 7.474144 ∣ l2loss : 7.515238 ∣ 
[  epoch 0003/0030] 3560/4800, lr:1.0e-04 ∣ avg_100 : 7.474437 ∣ l2loss : 7.613184 ∣ 
[  epoch 0003/0030] 3570/4800, lr:1.0e-04 ∣ avg_100 : 7.474129 ∣ l2loss : 7.254796 ∣ 
[  epoch 0003/0030] 3580/4800, lr:1.0e-04 ∣ avg_100 : 7.470265 ∣ l2loss : 7.289404 ∣ 
[  epoch 0003/0030] 3590/4800, lr:1.0e-04 ∣ avg_100 : 7.472633 ∣ l2loss : 7.579932 ∣ 
[  epoch 0003/0030] 3600/4800, lr:1.0e-04 ∣ avg_100 : 7.472593 ∣ l2loss : 7.365753 ∣ 
[  epoch 0003/0030] 3610/4800, lr:1.0e-04 ∣ avg_100 : 7.468971 ∣ l2loss : 7.182171 ∣ 
[  epoch 0003/0030] 3620/4800, lr:1.0e-04 ∣ avg_100 : 7.465375 ∣ l2loss : 6.954469 ∣ 
[  epoch 0003/0030] 3630/4800, lr:1.0e-04 ∣ avg_100 : 7.467388 ∣ l2loss : 7.321561 ∣ 
[  epoch 0003/0030] 3640/4800, lr:1.0e-04 ∣ avg_100 : 7.465370 ∣ l2loss : 7.670361 ∣ 
[  epoch 0003/0030] 3650/4800, lr:1.0e-04 ∣ avg_100 : 7.462666 ∣ l2loss : 7.285824 ∣ 
[  epoch 0003/0030] 3660/4800, lr:1.0e-04 ∣ avg_100 : 7.457600 ∣ l2loss : 7.098495 ∣ 
[  epoch 0003/0030] 3670/4800, lr:1.0e-04 ∣ avg_100 : 7.452852 ∣ l2loss : 7.240418 ∣ 
[  epoch 0003/0030] 3680/4800, lr:1.0e-04 ∣ avg_100 : 7.448881 ∣ l2loss : 7.576650 ∣ 
[  epoch 0003/0030] 3690/4800, lr:1.0e-04 ∣ avg_100 : 7.449022 ∣ l2loss : 7.556896 ∣ 
[  epoch 0003/0030] 3700/4800, lr:1.0e-04 ∣ avg_100 : 7.444785 ∣ l2loss : 7.186918 ∣ 
[  epoch 0003/0030] 3710/4800, lr:1.0e-04 ∣ avg_100 : 7.444060 ∣ l2loss : 7.382297 ∣ 
[  epoch 0003/0030] 3720/4800, lr:1.0e-04 ∣ avg_100 : 7.442339 ∣ l2loss : 7.413945 ∣ 
[  epoch 0003/0030] 3730/4800, lr:1.0e-04 ∣ avg_100 : 7.439029 ∣ l2loss : 7.109486 ∣ 
[  epoch 0003/0030] 3740/4800, lr:1.0e-04 ∣ avg_100 : 7.435392 ∣ l2loss : 7.339036 ∣ 
[  epoch 0003/0030] 3750/4800, lr:1.0e-04 ∣ avg_100 : 7.435537 ∣ l2loss : 7.423363 ∣ 
[  epoch 0003/0030] 3760/4800, lr:1.0e-04 ∣ avg_100 : 7.435633 ∣ l2loss : 7.626073 ∣ 
[  epoch 0003/0030] 3770/4800, lr:1.0e-04 ∣ avg_100 : 7.433896 ∣ l2loss : 7.436676 ∣ 
[  epoch 0003/0030] 3780/4800, lr:1.0e-04 ∣ avg_100 : 7.433133 ∣ l2loss : 7.574768 ∣ 
[  epoch 0003/0030] 3790/4800, lr:1.0e-04 ∣ avg_100 : 7.432472 ∣ l2loss : 7.372252 ∣ 
[  epoch 0003/0030] 3800/4800, lr:1.0e-04 ∣ avg_100 : 7.430643 ∣ l2loss : 7.361110 ∣ 
[  epoch 0003/0030] 3810/4800, lr:1.0e-04 ∣ avg_100 : 7.425565 ∣ l2loss : 7.161565 ∣ 
[  epoch 0003/0030] 3820/4800, lr:1.0e-04 ∣ avg_100 : 7.423795 ∣ l2loss : 7.331874 ∣ 
[  epoch 0003/0030] 3830/4800, lr:1.0e-04 ∣ avg_100 : 7.423232 ∣ l2loss : 7.307558 ∣ 
[  epoch 0003/0030] 3840/4800, lr:1.0e-04 ∣ avg_100 : 7.422135 ∣ l2loss : 7.532947 ∣ 
[  epoch 0003/0030] 3850/4800, lr:1.0e-04 ∣ avg_100 : 7.422626 ∣ l2loss : 7.642058 ∣ 
[  epoch 0003/0030] 3860/4800, lr:1.0e-04 ∣ avg_100 : 7.423289 ∣ l2loss : 7.774893 ∣ 
[  epoch 0003/0030] 3870/4800, lr:1.0e-04 ∣ avg_100 : 7.419375 ∣ l2loss : 7.536641 ∣ 
[  epoch 0003/0030] 3880/4800, lr:1.0e-04 ∣ avg_100 : 7.418146 ∣ l2loss : 7.211221 ∣ 
[  epoch 0003/0030] 3890/4800, lr:1.0e-04 ∣ avg_100 : 7.418339 ∣ l2loss : 7.377371 ∣ 
[  epoch 0003/0030] 3900/4800, lr:1.0e-04 ∣ avg_100 : 7.418255 ∣ l2loss : 7.390229 ∣ 
[  epoch 0003/0030] 3910/4800, lr:1.0e-04 ∣ avg_100 : 7.421074 ∣ l2loss : 7.470252 ∣ 
[  epoch 0003/0030] 3920/4800, lr:1.0e-04 ∣ avg_100 : 7.419924 ∣ l2loss : 7.236499 ∣ 
[  epoch 0003/0030] 3930/4800, lr:1.0e-04 ∣ avg_100 : 7.417245 ∣ l2loss : 7.274543 ∣ 
[  epoch 0003/0030] 3940/4800, lr:1.0e-04 ∣ avg_100 : 7.417941 ∣ l2loss : 7.427227 ∣ 
[  epoch 0003/0030] 3950/4800, lr:1.0e-04 ∣ avg_100 : 7.412093 ∣ l2loss : 7.290772 ∣ 
[  epoch 0003/0030] 3960/4800, lr:1.0e-04 ∣ avg_100 : 7.407301 ∣ l2loss : 7.514796 ∣ 
[  epoch 0003/0030] 3970/4800, lr:1.0e-04 ∣ avg_100 : 7.399827 ∣ l2loss : 7.049591 ∣ 
[  epoch 0003/0030] 3980/4800, lr:1.0e-04 ∣ avg_100 : 7.399342 ∣ l2loss : 7.312870 ∣ 
[  epoch 0003/0030] 3990/4800, lr:1.0e-04 ∣ avg_100 : 7.401163 ∣ l2loss : 7.600376 ∣ 
[  epoch 0003/0030] 4000/4800, lr:1.0e-04 ∣ avg_100 : 7.397267 ∣ l2loss : 7.134925 ∣ 
[  epoch 0003/0030] 4010/4800, lr:1.0e-04 ∣ avg_100 : 7.398475 ∣ l2loss : 7.550256 ∣ 
[  epoch 0003/0030] 4020/4800, lr:1.0e-04 ∣ avg_100 : 7.401177 ∣ l2loss : 7.590100 ∣ 
[  epoch 0003/0030] 4030/4800, lr:1.0e-04 ∣ avg_100 : 7.400611 ∣ l2loss : 7.282460 ∣ 
[  epoch 0003/0030] 4040/4800, lr:1.0e-04 ∣ avg_100 : 7.401892 ∣ l2loss : 7.709231 ∣ 
[  epoch 0003/0030] 4050/4800, lr:1.0e-04 ∣ avg_100 : 7.401604 ∣ l2loss : 7.383589 ∣ 
[  epoch 0003/0030] 4060/4800, lr:1.0e-04 ∣ avg_100 : 7.395203 ∣ l2loss : 7.013668 ∣ 
[  epoch 0003/0030] 4070/4800, lr:1.0e-04 ∣ avg_100 : 7.395455 ∣ l2loss : 7.218487 ∣ 
[  epoch 0003/0030] 4080/4800, lr:1.0e-04 ∣ avg_100 : 7.393986 ∣ l2loss : 6.994532 ∣ 
[  epoch 0003/0030] 4090/4800, lr:1.0e-04 ∣ avg_100 : 7.390867 ∣ l2loss : 7.465722 ∣ 
[  epoch 0003/0030] 4100/4800, lr:1.0e-04 ∣ avg_100 : 7.393792 ∣ l2loss : 7.461206 ∣ 
[  epoch 0003/0030] 4110/4800, lr:1.0e-04 ∣ avg_100 : 7.387970 ∣ l2loss : 7.077503 ∣ 
[  epoch 0003/0030] 4120/4800, lr:1.0e-04 ∣ avg_100 : 7.387306 ∣ l2loss : 7.282196 ∣ 
[  epoch 0003/0030] 4130/4800, lr:1.0e-04 ∣ avg_100 : 7.386447 ∣ l2loss : 7.428488 ∣ 
[  epoch 0003/0030] 4140/4800, lr:1.0e-04 ∣ avg_100 : 7.384513 ∣ l2loss : 7.599971 ∣ 
[  epoch 0003/0030] 4150/4800, lr:1.0e-04 ∣ avg_100 : 7.383325 ∣ l2loss : 7.519608 ∣ 
[  epoch 0003/0030] 4160/4800, lr:1.0e-04 ∣ avg_100 : 7.385176 ∣ l2loss : 7.446364 ∣ 
[  epoch 0003/0030] 4170/4800, lr:1.0e-04 ∣ avg_100 : 7.388377 ∣ l2loss : 7.714662 ∣ 
[  epoch 0003/0030] 4180/4800, lr:1.0e-04 ∣ avg_100 : 7.388360 ∣ l2loss : 7.613468 ∣ 
[  epoch 0003/0030] 4190/4800, lr:1.0e-04 ∣ avg_100 : 7.386184 ∣ l2loss : 7.245932 ∣ 
[  epoch 0003/0030] 4200/4800, lr:1.0e-04 ∣ avg_100 : 7.385621 ∣ l2loss : 7.514754 ∣ 
[  epoch 0003/0030] 4210/4800, lr:1.0e-04 ∣ avg_100 : 7.382428 ∣ l2loss : 7.458101 ∣ 
[  epoch 0003/0030] 4220/4800, lr:1.0e-04 ∣ avg_100 : 7.375773 ∣ l2loss : 7.303408 ∣ 
[  epoch 0003/0030] 4230/4800, lr:1.0e-04 ∣ avg_100 : 7.378511 ∣ l2loss : 7.650554 ∣ 
[  epoch 0003/0030] 4240/4800, lr:1.0e-04 ∣ avg_100 : 7.379763 ∣ l2loss : 7.759919 ∣ 
[  epoch 0003/0030] 4250/4800, lr:1.0e-04 ∣ avg_100 : 7.379109 ∣ l2loss : 7.161257 ∣ 
[  epoch 0003/0030] 4260/4800, lr:1.0e-04 ∣ avg_100 : 7.387524 ∣ l2loss : 7.848790 ∣ 
[  epoch 0003/0030] 4270/4800, lr:1.0e-04 ∣ avg_100 : 7.384643 ∣ l2loss : 7.270611 ∣ 
[  epoch 0003/0030] 4280/4800, lr:1.0e-04 ∣ avg_100 : 7.378592 ∣ l2loss : 6.781937 ∣ 
[  epoch 0003/0030] 4290/4800, lr:1.0e-04 ∣ avg_100 : 7.377145 ∣ l2loss : 7.275427 ∣ 
[  epoch 0003/0030] 4300/4800, lr:1.0e-04 ∣ avg_100 : 7.376790 ∣ l2loss : 7.462318 ∣ 
[  epoch 0003/0030] 4310/4800, lr:1.0e-04 ∣ avg_100 : 7.380042 ∣ l2loss : 7.465904 ∣ 
[  epoch 0003/0030] 4320/4800, lr:1.0e-04 ∣ avg_100 : 7.378860 ∣ l2loss : 7.187045 ∣ 
[  epoch 0003/0030] 4330/4800, lr:1.0e-04 ∣ avg_100 : 7.381103 ∣ l2loss : 7.428585 ∣ 
[  epoch 0003/0030] 4340/4800, lr:1.0e-04 ∣ avg_100 : 7.382275 ∣ l2loss : 7.218737 ∣ 
[  epoch 0003/0030] 4350/4800, lr:1.0e-04 ∣ avg_100 : 7.378206 ∣ l2loss : 6.991141 ∣ 
[  epoch 0003/0030] 4360/4800, lr:1.0e-04 ∣ avg_100 : 7.377904 ∣ l2loss : 7.230532 ∣ 
[  epoch 0003/0030] 4370/4800, lr:1.0e-04 ∣ avg_100 : 7.379368 ∣ l2loss : 7.425467 ∣ 
[  epoch 0003/0030] 4380/4800, lr:1.0e-04 ∣ avg_100 : 7.378380 ∣ l2loss : 7.121215 ∣ 
[  epoch 0003/0030] 4390/4800, lr:1.0e-04 ∣ avg_100 : 7.376764 ∣ l2loss : 7.492076 ∣ 
[  epoch 0003/0030] 4400/4800, lr:1.0e-04 ∣ avg_100 : 7.373381 ∣ l2loss : 7.182457 ∣ 
[  epoch 0003/0030] 4410/4800, lr:1.0e-04 ∣ avg_100 : 7.378483 ∣ l2loss : 7.667298 ∣ 
[  epoch 0003/0030] 4420/4800, lr:1.0e-04 ∣ avg_100 : 7.371524 ∣ l2loss : 7.342696 ∣ 
[  epoch 0003/0030] 4430/4800, lr:1.0e-04 ∣ avg_100 : 7.368150 ∣ l2loss : 7.018489 ∣ 
[  epoch 0003/0030] 4440/4800, lr:1.0e-04 ∣ avg_100 : 7.369284 ∣ l2loss : 7.597876 ∣ 
[  epoch 0003/0030] 4450/4800, lr:1.0e-04 ∣ avg_100 : 7.367890 ∣ l2loss : 7.233013 ∣ 
[  epoch 0003/0030] 4460/4800, lr:1.0e-04 ∣ avg_100 : 7.368540 ∣ l2loss : 7.199321 ∣ 
[  epoch 0003/0030] 4470/4800, lr:1.0e-04 ∣ avg_100 : 7.367865 ∣ l2loss : 7.117323 ∣ 
[  epoch 0003/0030] 4480/4800, lr:1.0e-04 ∣ avg_100 : 7.370312 ∣ l2loss : 7.397773 ∣ 
[  epoch 0003/0030] 4490/4800, lr:1.0e-04 ∣ avg_100 : 7.369345 ∣ l2loss : 7.438359 ∣ 
[  epoch 0003/0030] 4500/4800, lr:1.0e-04 ∣ avg_100 : 7.370608 ∣ l2loss : 7.350399 ∣ 
[  epoch 0003/0030] 4510/4800, lr:1.0e-04 ∣ avg_100 : 7.367118 ∣ l2loss : 6.986897 ∣ 
[  epoch 0003/0030] 4520/4800, lr:1.0e-04 ∣ avg_100 : 7.364712 ∣ l2loss : 7.431074 ∣ 
[  epoch 0003/0030] 4530/4800, lr:1.0e-04 ∣ avg_100 : 7.367380 ∣ l2loss : 7.529276 ∣ 
[  epoch 0003/0030] 4540/4800, lr:1.0e-04 ∣ avg_100 : 7.365598 ∣ l2loss : 7.113003 ∣ 
[  epoch 0003/0030] 4550/4800, lr:1.0e-04 ∣ avg_100 : 7.363214 ∣ l2loss : 7.276839 ∣ 
[  epoch 0003/0030] 4560/4800, lr:1.0e-04 ∣ avg_100 : 7.360035 ∣ l2loss : 7.295322 ∣ 
[  epoch 0003/0030] 4570/4800, lr:1.0e-04 ∣ avg_100 : 7.358904 ∣ l2loss : 7.141732 ∣ 
[  epoch 0003/0030] 4580/4800, lr:1.0e-04 ∣ avg_100 : 7.356620 ∣ l2loss : 7.060937 ∣ 
[  epoch 0003/0030] 4590/4800, lr:1.0e-04 ∣ avg_100 : 7.351556 ∣ l2loss : 7.073536 ∣ 
[  epoch 0003/0030] 4600/4800, lr:1.0e-04 ∣ avg_100 : 7.350941 ∣ l2loss : 7.304290 ∣ 
[  epoch 0003/0030] 4610/4800, lr:1.0e-04 ∣ avg_100 : 7.351393 ∣ l2loss : 7.227348 ∣ 
[  epoch 0003/0030] 4620/4800, lr:1.0e-04 ∣ avg_100 : 7.356449 ∣ l2loss : 7.460090 ∣ 
[  epoch 0003/0030] 4630/4800, lr:1.0e-04 ∣ avg_100 : 7.357822 ∣ l2loss : 7.458858 ∣ 
[  epoch 0003/0030] 4640/4800, lr:1.0e-04 ∣ avg_100 : 7.354632 ∣ l2loss : 7.351311 ∣ 
[  epoch 0003/0030] 4650/4800, lr:1.0e-04 ∣ avg_100 : 7.356534 ∣ l2loss : 7.476113 ∣ 
[  epoch 0003/0030] 4660/4800, lr:1.0e-04 ∣ avg_100 : 7.357007 ∣ l2loss : 7.145747 ∣ 
[  epoch 0003/0030] 4670/4800, lr:1.0e-04 ∣ avg_100 : 7.358047 ∣ l2loss : 7.344459 ∣ 
[  epoch 0003/0030] 4680/4800, lr:1.0e-04 ∣ avg_100 : 7.360396 ∣ l2loss : 7.811471 ∣ 
[  epoch 0003/0030] 4690/4800, lr:1.0e-04 ∣ avg_100 : 7.359956 ∣ l2loss : 7.512951 ∣ 
[  epoch 0003/0030] 4700/4800, lr:1.0e-04 ∣ avg_100 : 7.355396 ∣ l2loss : 6.730884 ∣ 
[  epoch 0003/0030] 4710/4800, lr:1.0e-04 ∣ avg_100 : 7.352536 ∣ l2loss : 7.096354 ∣ 
[  epoch 0003/0030] 4720/4800, lr:1.0e-04 ∣ avg_100 : 7.351387 ∣ l2loss : 7.299016 ∣ 
[  epoch 0003/0030] 4730/4800, lr:1.0e-04 ∣ avg_100 : 7.353621 ∣ l2loss : 7.332903 ∣ 
[  epoch 0003/0030] 4740/4800, lr:1.0e-04 ∣ avg_100 : 7.352056 ∣ l2loss : 7.182509 ∣ 
[  epoch 0003/0030] 4750/4800, lr:1.0e-04 ∣ avg_100 : 7.354245 ∣ l2loss : 7.642296 ∣ 
[  epoch 0003/0030] 4760/4800, lr:1.0e-04 ∣ avg_100 : 7.350395 ∣ l2loss : 7.241032 ∣ 
[  epoch 0003/0030] 4770/4800, lr:1.0e-04 ∣ avg_100 : 7.352527 ∣ l2loss : 7.649855 ∣ 
[  epoch 0003/0030] 4780/4800, lr:1.0e-04 ∣ avg_100 : 7.352424 ∣ l2loss : 7.564544 ∣ 
[  epoch 0003/0030] 4790/4800, lr:1.0e-04 ∣ avg_100 : 7.349774 ∣ l2loss : 7.107218 ∣ 
[  epoch 0003/0030] 4800/4800, lr:1.0e-04 ∣ avg_100 : 7.348265 ∣ l2loss : 7.210253 ∣ 
[    val 003    ] Done! PSNR : 37.37 dB, SSIM : 0.936total: 21:28:08                    
[  epoch 0004/0030] 0010/4800, lr:1.0e-04 ∣ avg_100 : 7.348405 ∣ l2loss : 7.175520 ∣ 
[  epoch 0004/0030] 0020/4800, lr:1.0e-04 ∣ avg_100 : 7.345977 ∣ l2loss : 7.089035 ∣ 
[  epoch 0004/0030] 0030/4800, lr:1.0e-04 ∣ avg_100 : 7.345077 ∣ l2loss : 7.217608 ∣ 
[  epoch 0004/0030] 0040/4800, lr:1.0e-04 ∣ avg_100 : 7.343289 ∣ l2loss : 7.354181 ∣ 
[  epoch 0004/0030] 0050/4800, lr:1.0e-04 ∣ avg_100 : 7.342068 ∣ l2loss : 7.519877 ∣ 
[  epoch 0004/0030] 0060/4800, lr:1.0e-04 ∣ avg_100 : 7.336027 ∣ l2loss : 7.170823 ∣ 
[  epoch 0004/0030] 0070/4800, lr:1.0e-04 ∣ avg_100 : 7.333322 ∣ l2loss : 7.266111 ∣ 
[  epoch 0004/0030] 0080/4800, lr:1.0e-04 ∣ avg_100 : 7.332515 ∣ l2loss : 7.130539 ∣ 
[  epoch 0004/0030] 0090/4800, lr:1.0e-04 ∣ avg_100 : 7.332674 ∣ l2loss : 7.393292 ∣ 
[  epoch 0004/0030] 0100/4800, lr:1.0e-04 ∣ avg_100 : 7.330087 ∣ l2loss : 7.131558 ∣ 
[  epoch 0004/0030] 0110/4800, lr:1.0e-04 ∣ avg_100 : 7.326230 ∣ l2loss : 7.084554 ∣ 
[  epoch 0004/0030] 0120/4800, lr:1.0e-04 ∣ avg_100 : 7.323739 ∣ l2loss : 6.987404 ∣ 
[  epoch 0004/0030] 0130/4800, lr:1.0e-04 ∣ avg_100 : 7.324217 ∣ l2loss : 7.322321 ∣ 
[  epoch 0004/0030] 0140/4800, lr:1.0e-04 ∣ avg_100 : 7.321363 ∣ l2loss : 7.141804 ∣ 
[  epoch 0004/0030] 0150/4800, lr:1.0e-04 ∣ avg_100 : 7.323100 ∣ l2loss : 7.464506 ∣ 
[  epoch 0004/0030] 0160/4800, lr:1.0e-04 ∣ avg_100 : 7.320448 ∣ l2loss : 7.249597 ∣ 
[  epoch 0004/0030] 0170/4800, lr:1.0e-04 ∣ avg_100 : 7.324479 ∣ l2loss : 7.452621 ∣ 
[  epoch 0004/0030] 0180/4800, lr:1.0e-04 ∣ avg_100 : 7.324116 ∣ l2loss : 7.276629 ∣ 
[  epoch 0004/0030] 0190/4800, lr:1.0e-04 ∣ avg_100 : 7.321839 ∣ l2loss : 7.372686 ∣ 
[  epoch 0004/0030] 0200/4800, lr:1.0e-04 ∣ avg_100 : 7.323382 ∣ l2loss : 7.289190 ∣ 
[  epoch 0004/0030] 0210/4800, lr:1.0e-04 ∣ avg_100 : 7.322192 ∣ l2loss : 7.431241 ∣ 
[  epoch 0004/0030] 0220/4800, lr:1.0e-04 ∣ avg_100 : 7.317007 ∣ l2loss : 7.071652 ∣ 
[  epoch 0004/0030] 0230/4800, lr:1.0e-04 ∣ avg_100 : 7.316556 ∣ l2loss : 7.237308 ∣ 
[  epoch 0004/0030] 0240/4800, lr:1.0e-04 ∣ avg_100 : 7.307649 ∣ l2loss : 6.818532 ∣ 
[  epoch 0004/0030] 0250/4800, lr:1.0e-04 ∣ avg_100 : 7.307190 ∣ l2loss : 7.337655 ∣ 
[  epoch 0004/0030] 0260/4800, lr:1.0e-04 ∣ avg_100 : 7.310747 ∣ l2loss : 7.369423 ∣ 
[  epoch 0004/0030] 0270/4800, lr:1.0e-04 ∣ avg_100 : 7.309817 ∣ l2loss : 7.125502 ∣ 
[  epoch 0004/0030] 0280/4800, lr:1.0e-04 ∣ avg_100 : 7.312180 ∣ l2loss : 7.230824 ∣ 
[  epoch 0004/0030] 0290/4800, lr:1.0e-04 ∣ avg_100 : 7.311384 ∣ l2loss : 7.386124 ∣ 
[  epoch 0004/0030] 0300/4800, lr:1.0e-04 ∣ avg_100 : 7.308679 ∣ l2loss : 7.190651 ∣ 
[  epoch 0004/0030] 0310/4800, lr:1.0e-04 ∣ avg_100 : 7.308650 ∣ l2loss : 7.074668 ∣ 
[  epoch 0004/0030] 0320/4800, lr:1.0e-04 ∣ avg_100 : 7.306398 ∣ l2loss : 7.056989 ∣ 
[  epoch 0004/0030] 0330/4800, lr:1.0e-04 ∣ avg_100 : 7.305937 ∣ l2loss : 7.382350 ∣ 
[  epoch 0004/0030] 0340/4800, lr:1.0e-04 ∣ avg_100 : 7.303023 ∣ l2loss : 7.308561 ∣ 
[  epoch 0004/0030] 0350/4800, lr:1.0e-04 ∣ avg_100 : 7.306288 ∣ l2loss : 7.846098 ∣ 
[  epoch 0004/0030] 0360/4800, lr:1.0e-04 ∣ avg_100 : 7.298842 ∣ l2loss : 6.701816 ∣ 
[  epoch 0004/0030] 0370/4800, lr:1.0e-04 ∣ avg_100 : 7.292886 ∣ l2loss : 7.119078 ∣ 
[  epoch 0004/0030] 0380/4800, lr:1.0e-04 ∣ avg_100 : 7.289667 ∣ l2loss : 7.291518 ∣ 
[  epoch 0004/0030] 0390/4800, lr:1.0e-04 ∣ avg_100 : 7.294189 ∣ l2loss : 7.698114 ∣ 
[  epoch 0004/0030] 0400/4800, lr:1.0e-04 ∣ avg_100 : 7.293548 ∣ l2loss : 7.450737 ∣ 
[  epoch 0004/0030] 0410/4800, lr:1.0e-04 ∣ avg_100 : 7.291107 ∣ l2loss : 7.213965 ∣ 
[  epoch 0004/0030] 0420/4800, lr:1.0e-04 ∣ avg_100 : 7.288452 ∣ l2loss : 7.037897 ∣ 
[  epoch 0004/0030] 0430/4800, lr:1.0e-04 ∣ avg_100 : 7.285049 ∣ l2loss : 7.310241 ∣ 
[  epoch 0004/0030] 0440/4800, lr:1.0e-04 ∣ avg_100 : 7.276838 ∣ l2loss : 6.938820 ∣ 
[  epoch 0004/0030] 0450/4800, lr:1.0e-04 ∣ avg_100 : 7.279608 ∣ l2loss : 7.438323 ∣ 
[  epoch 0004/0030] 0460/4800, lr:1.0e-04 ∣ avg_100 : 7.274141 ∣ l2loss : 7.302048 ∣ 
[  epoch 0004/0030] 0470/4800, lr:1.0e-04 ∣ avg_100 : 7.270460 ∣ l2loss : 6.902487 ∣ 
[  epoch 0004/0030] 0480/4800, lr:1.0e-04 ∣ avg_100 : 7.275224 ∣ l2loss : 7.258322 ∣ 
[  epoch 0004/0030] 0490/4800, lr:1.0e-04 ∣ avg_100 : 7.276529 ∣ l2loss : 7.405920 ∣ 
[  epoch 0004/0030] 0500/4800, lr:1.0e-04 ∣ avg_100 : 7.278705 ∣ l2loss : 7.679918 ∣ 
[  epoch 0004/0030] 0510/4800, lr:1.0e-04 ∣ avg_100 : 7.274098 ∣ l2loss : 7.005207 ∣ 
[  epoch 0004/0030] 0520/4800, lr:1.0e-04 ∣ avg_100 : 7.272688 ∣ l2loss : 7.046046 ∣ 
[  epoch 0004/0030] 0530/4800, lr:1.0e-04 ∣ avg_100 : 7.271277 ∣ l2loss : 7.287522 ∣ 
[  epoch 0004/0030] 0540/4800, lr:1.0e-04 ∣ avg_100 : 7.270644 ∣ l2loss : 7.155460 ∣ 
[  epoch 0004/0030] 0550/4800, lr:1.0e-04 ∣ avg_100 : 7.273780 ∣ l2loss : 7.304715 ∣ 
[  epoch 0004/0030] 0560/4800, lr:1.0e-04 ∣ avg_100 : 7.276197 ∣ l2loss : 7.472242 ∣ 
[  epoch 0004/0030] 0570/4800, lr:1.0e-04 ∣ avg_100 : 7.274674 ∣ l2loss : 7.273173 ∣ 
[  epoch 0004/0030] 0580/4800, lr:1.0e-04 ∣ avg_100 : 7.274923 ∣ l2loss : 7.146059 ∣ 
[  epoch 0004/0030] 0590/4800, lr:1.0e-04 ∣ avg_100 : 7.274734 ∣ l2loss : 7.473165 ∣ 
[  epoch 0004/0030] 0600/4800, lr:1.0e-04 ∣ avg_100 : 7.273462 ∣ l2loss : 7.055291 ∣ 
[  epoch 0004/0030] 0610/4800, lr:1.0e-04 ∣ avg_100 : 7.269528 ∣ l2loss : 7.273906 ∣ 
[  epoch 0004/0030] 0620/4800, lr:1.0e-04 ∣ avg_100 : 7.270205 ∣ l2loss : 7.410422 ∣ 
[  epoch 0004/0030] 0630/4800, lr:1.0e-04 ∣ avg_100 : 7.272077 ∣ l2loss : 7.205677 ∣ 
[  epoch 0004/0030] 0640/4800, lr:1.0e-04 ∣ avg_100 : 7.271011 ∣ l2loss : 7.491224 ∣ 
[  epoch 0004/0030] 0650/4800, lr:1.0e-04 ∣ avg_100 : 7.272435 ∣ l2loss : 7.375474 ∣ 
[  epoch 0004/0030] 0660/4800, lr:1.0e-04 ∣ avg_100 : 7.272594 ∣ l2loss : 7.215246 ∣ 
[  epoch 0004/0030] 0670/4800, lr:1.0e-04 ∣ avg_100 : 7.271741 ∣ l2loss : 7.031987 ∣ 
[  epoch 0004/0030] 0680/4800, lr:1.0e-04 ∣ avg_100 : 7.272730 ∣ l2loss : 7.496657 ∣ 
[  epoch 0004/0030] 0690/4800, lr:1.0e-04 ∣ avg_100 : 7.272804 ∣ l2loss : 7.445730 ∣ 
[  epoch 0004/0030] 0700/4800, lr:1.0e-04 ∣ avg_100 : 7.270164 ∣ l2loss : 7.086437 ∣ 
[  epoch 0004/0030] 0710/4800, lr:1.0e-04 ∣ avg_100 : 7.273871 ∣ l2loss : 7.357588 ∣ 
[  epoch 0004/0030] 0720/4800, lr:1.0e-04 ∣ avg_100 : 7.272741 ∣ l2loss : 7.318134 ∣ 
[  epoch 0004/0030] 0730/4800, lr:1.0e-04 ∣ avg_100 : 7.265683 ∣ l2loss : 6.823386 ∣ 
[  epoch 0004/0030] 0740/4800, lr:1.0e-04 ∣ avg_100 : 7.266575 ∣ l2loss : 7.202237 ∣ 
[  epoch 0004/0030] 0750/4800, lr:1.0e-04 ∣ avg_100 : 7.268231 ∣ l2loss : 7.442411 ∣ 
[  epoch 0004/0030] 0760/4800, lr:1.0e-04 ∣ avg_100 : 7.266477 ∣ l2loss : 7.119941 ∣ 
[  epoch 0004/0030] 0770/4800, lr:1.0e-04 ∣ avg_100 : 7.268474 ∣ l2loss : 7.341446 ∣ 
[  epoch 0004/0030] 0780/4800, lr:1.0e-04 ∣ avg_100 : 7.269419 ∣ l2loss : 7.155460 ∣ 
[  epoch 0004/0030] 0790/4800, lr:1.0e-04 ∣ avg_100 : 7.268607 ∣ l2loss : 6.992356 ∣ 
[  epoch 0004/0030] 0800/4800, lr:1.0e-04 ∣ avg_100 : 7.267068 ∣ l2loss : 7.150329 ∣ 
[  epoch 0004/0030] 0810/4800, lr:1.0e-04 ∣ avg_100 : 7.267360 ∣ l2loss : 7.256561 ∣ 
[  epoch 0004/0030] 0820/4800, lr:1.0e-04 ∣ avg_100 : 7.266254 ∣ l2loss : 7.349475 ∣ 
[  epoch 0004/0030] 0830/4800, lr:1.0e-04 ∣ avg_100 : 7.266147 ∣ l2loss : 7.448209 ∣ 
[  epoch 0004/0030] 0840/4800, lr:1.0e-04 ∣ avg_100 : 7.265790 ∣ l2loss : 7.315578 ∣ 
[  epoch 0004/0030] 0850/4800, lr:1.0e-04 ∣ avg_100 : 7.262095 ∣ l2loss : 7.106647 ∣ 
[  epoch 0004/0030] 0860/4800, lr:1.0e-04 ∣ avg_100 : 7.263149 ∣ l2loss : 7.251071 ∣ 
[  epoch 0004/0030] 0870/4800, lr:1.0e-04 ∣ avg_100 : 7.264088 ∣ l2loss : 7.438438 ∣ 
[  epoch 0004/0030] 0880/4800, lr:1.0e-04 ∣ avg_100 : 7.262666 ∣ l2loss : 7.669237 ∣ 
[  epoch 0004/0030] 0890/4800, lr:1.0e-04 ∣ avg_100 : 7.261633 ∣ l2loss : 7.409680 ∣ 
[  epoch 0004/0030] 0900/4800, lr:1.0e-04 ∣ avg_100 : 7.268974 ∣ l2loss : 7.464938 ∣ 
[  epoch 0004/0030] 0910/4800, lr:1.0e-04 ∣ avg_100 : 7.270780 ∣ l2loss : 7.276951 ∣ 
[  epoch 0004/0030] 0920/4800, lr:1.0e-04 ∣ avg_100 : 7.270262 ∣ l2loss : 7.247235 ∣ 
[  epoch 0004/0030] 0930/4800, lr:1.0e-04 ∣ avg_100 : 7.269890 ∣ l2loss : 7.295666 ∣ 
[  epoch 0004/0030] 0940/4800, lr:1.0e-04 ∣ avg_100 : 7.269545 ∣ l2loss : 7.148048 ∣ 
[  epoch 0004/0030] 0950/4800, lr:1.0e-04 ∣ avg_100 : 7.264922 ∣ l2loss : 7.180027 ∣ 
[  epoch 0004/0030] 0960/4800, lr:1.0e-04 ∣ avg_100 : 7.260450 ∣ l2loss : 6.793789 ∣ 
[  epoch 0004/0030] 0970/4800, lr:1.0e-04 ∣ avg_100 : 7.253977 ∣ l2loss : 7.002535 ∣ 
[  epoch 0004/0030] 0980/4800, lr:1.0e-04 ∣ avg_100 : 7.251147 ∣ l2loss : 7.281561 ∣ 
[  epoch 0004/0030] 0990/4800, lr:1.0e-04 ∣ avg_100 : 7.249946 ∣ l2loss : 6.987133 ∣ 
[  epoch 0004/0030] 1000/4800, lr:1.0e-04 ∣ avg_100 : 7.249393 ∣ l2loss : 7.154985 ∣ 
[  epoch 0004/0030] 1010/4800, lr:1.0e-04 ∣ avg_100 : 7.250019 ∣ l2loss : 7.238059 ∣ 
[  epoch 0004/0030] 1020/4800, lr:1.0e-04 ∣ avg_100 : 7.251703 ∣ l2loss : 7.257429 ∣ 
[  epoch 0004/0030] 1030/4800, lr:1.0e-04 ∣ avg_100 : 7.252210 ∣ l2loss : 7.268387 ∣ 
[  epoch 0004/0030] 1040/4800, lr:1.0e-04 ∣ avg_100 : 7.251309 ∣ l2loss : 7.264066 ∣ 
[  epoch 0004/0030] 1050/4800, lr:1.0e-04 ∣ avg_100 : 7.246052 ∣ l2loss : 6.994197 ∣ 
[  epoch 0004/0030] 1060/4800, lr:1.0e-04 ∣ avg_100 : 7.245763 ∣ l2loss : 7.141844 ∣ 
[  epoch 0004/0030] 1070/4800, lr:1.0e-04 ∣ avg_100 : 7.245727 ∣ l2loss : 7.262582 ∣ 
[  epoch 0004/0030] 1080/4800, lr:1.0e-04 ∣ avg_100 : 7.246143 ∣ l2loss : 7.172132 ∣ 
[  epoch 0004/0030] 1090/4800, lr:1.0e-04 ∣ avg_100 : 7.244014 ∣ l2loss : 7.180363 ∣ 
[  epoch 0004/0030] 1100/4800, lr:1.0e-04 ∣ avg_100 : 7.243626 ∣ l2loss : 7.092800 ∣ 
[  epoch 0004/0030] 1110/4800, lr:1.0e-04 ∣ avg_100 : 7.245743 ∣ l2loss : 7.296241 ∣ 
[  epoch 0004/0030] 1120/4800, lr:1.0e-04 ∣ avg_100 : 7.246649 ∣ l2loss : 7.077935 ∣ 
[  epoch 0004/0030] 1130/4800, lr:1.0e-04 ∣ avg_100 : 7.243737 ∣ l2loss : 7.031138 ∣ 
[  epoch 0004/0030] 1140/4800, lr:1.0e-04 ∣ avg_100 : 7.245087 ∣ l2loss : 7.276821 ∣ 
[  epoch 0004/0030] 1150/4800, lr:1.0e-04 ∣ avg_100 : 7.239847 ∣ l2loss : 6.940476 ∣ 
[  epoch 0004/0030] 1160/4800, lr:1.0e-04 ∣ avg_100 : 7.236477 ∣ l2loss : 6.912634 ∣ 
[  epoch 0004/0030] 1170/4800, lr:1.0e-04 ∣ avg_100 : 7.231415 ∣ l2loss : 6.946385 ∣ 
[  epoch 0004/0030] 1180/4800, lr:1.0e-04 ∣ avg_100 : 7.230800 ∣ l2loss : 7.215148 ∣ 
[  epoch 0004/0030] 1190/4800, lr:1.0e-04 ∣ avg_100 : 7.231138 ∣ l2loss : 7.406481 ∣ 
[  epoch 0004/0030] 1200/4800, lr:1.0e-04 ∣ avg_100 : 7.225906 ∣ l2loss : 6.766043 ∣ 
[  epoch 0004/0030] 1210/4800, lr:1.0e-04 ∣ avg_100 : 7.223734 ∣ l2loss : 7.214003 ∣ 
[  epoch 0004/0030] 1220/4800, lr:1.0e-04 ∣ avg_100 : 7.223752 ∣ l2loss : 7.073482 ∣ 
[  epoch 0004/0030] 1230/4800, lr:1.0e-04 ∣ avg_100 : 7.223047 ∣ l2loss : 7.166826 ∣ 
[  epoch 0004/0030] 1240/4800, lr:1.0e-04 ∣ avg_100 : 7.227355 ∣ l2loss : 7.249244 ∣ 
[  epoch 0004/0030] 1250/4800, lr:1.0e-04 ∣ avg_100 : 7.223099 ∣ l2loss : 6.912140 ∣ 
[  epoch 0004/0030] 1260/4800, lr:1.0e-04 ∣ avg_100 : 7.220246 ∣ l2loss : 7.084126 ∣ 
[  epoch 0004/0030] 1270/4800, lr:1.0e-04 ∣ avg_100 : 7.222746 ∣ l2loss : 7.375433 ∣ 
[  epoch 0004/0030] 1280/4800, lr:1.0e-04 ∣ avg_100 : 7.221851 ∣ l2loss : 7.141379 ∣ 
[  epoch 0004/0030] 1290/4800, lr:1.0e-04 ∣ avg_100 : 7.219518 ∣ l2loss : 7.152808 ∣ 
[  epoch 0004/0030] 1300/4800, lr:1.0e-04 ∣ avg_100 : 7.219045 ∣ l2loss : 7.143347 ∣ 
[  epoch 0004/0030] 1310/4800, lr:1.0e-04 ∣ avg_100 : 7.222308 ∣ l2loss : 7.400932 ∣ 
[  epoch 0004/0030] 1320/4800, lr:1.0e-04 ∣ avg_100 : 7.222357 ∣ l2loss : 7.061899 ∣ 
[  epoch 0004/0030] 1330/4800, lr:1.0e-04 ∣ avg_100 : 7.221157 ∣ l2loss : 7.262326 ∣ 
[  epoch 0004/0030] 1340/4800, lr:1.0e-04 ∣ avg_100 : 7.220850 ∣ l2loss : 7.277948 ∣ 
[  epoch 0004/0030] 1350/4800, lr:1.0e-04 ∣ avg_100 : 7.215869 ∣ l2loss : 7.347975 ∣ 
[  epoch 0004/0030] 1360/4800, lr:1.0e-04 ∣ avg_100 : 7.219710 ∣ l2loss : 7.085888 ∣ 
[  epoch 0004/0030] 1370/4800, lr:1.0e-04 ∣ avg_100 : 7.216738 ∣ l2loss : 6.821867 ∣ 
[  epoch 0004/0030] 1380/4800, lr:1.0e-04 ∣ avg_100 : 7.214956 ∣ l2loss : 7.113321 ∣ 
[  epoch 0004/0030] 1390/4800, lr:1.0e-04 ∣ avg_100 : 7.210643 ∣ l2loss : 7.266868 ∣ 
[  epoch 0004/0030] 1400/4800, lr:1.0e-04 ∣ avg_100 : 7.209304 ∣ l2loss : 7.316782 ∣ 
[  epoch 0004/0030] 1410/4800, lr:1.0e-04 ∣ avg_100 : 7.206600 ∣ l2loss : 6.943623 ∣ 
[  epoch 0004/0030] 1420/4800, lr:1.0e-04 ∣ avg_100 : 7.207015 ∣ l2loss : 7.079350 ∣ 
[  epoch 0004/0030] 1430/4800, lr:1.0e-04 ∣ avg_100 : 7.203510 ∣ l2loss : 6.959726 ∣ 
[  epoch 0004/0030] 1440/4800, lr:1.0e-04 ∣ avg_100 : 7.207339 ∣ l2loss : 7.321715 ∣ 
[  epoch 0004/0030] 1450/4800, lr:1.0e-04 ∣ avg_100 : 7.208328 ∣ l2loss : 7.537297 ∣ 
[  epoch 0004/0030] 1460/4800, lr:1.0e-04 ∣ avg_100 : 7.204900 ∣ l2loss : 6.959224 ∣ 
[  epoch 0004/0030] 1470/4800, lr:1.0e-04 ∣ avg_100 : 7.205920 ∣ l2loss : 7.004430 ∣ 
[  epoch 0004/0030] 1480/4800, lr:1.0e-04 ∣ avg_100 : 7.202263 ∣ l2loss : 6.892694 ∣ 
[  epoch 0004/0030] 1490/4800, lr:1.0e-04 ∣ avg_100 : 7.199951 ∣ l2loss : 7.174668 ∣ 
[  epoch 0004/0030] 1500/4800, lr:1.0e-04 ∣ avg_100 : 7.196216 ∣ l2loss : 7.306433 ∣ 
[  epoch 0004/0030] 1510/4800, lr:1.0e-04 ∣ avg_100 : 7.197026 ∣ l2loss : 7.086159 ∣ 
[  epoch 0004/0030] 1520/4800, lr:1.0e-04 ∣ avg_100 : 7.196159 ∣ l2loss : 6.959373 ∣ 
[  epoch 0004/0030] 1530/4800, lr:1.0e-04 ∣ avg_100 : 7.194755 ∣ l2loss : 7.147188 ∣ 
[  epoch 0004/0030] 1540/4800, lr:1.0e-04 ∣ avg_100 : 7.195585 ∣ l2loss : 7.238372 ∣ 
[  epoch 0004/0030] 1550/4800, lr:1.0e-04 ∣ avg_100 : 7.191206 ∣ l2loss : 6.866881 ∣ 
[  epoch 0004/0030] 1560/4800, lr:1.0e-04 ∣ avg_100 : 7.189039 ∣ l2loss : 7.255477 ∣ 
[  epoch 0004/0030] 1570/4800, lr:1.0e-04 ∣ avg_100 : 7.189194 ∣ l2loss : 7.288699 ∣ 
[  epoch 0004/0030] 1580/4800, lr:1.0e-04 ∣ avg_100 : 7.188944 ∣ l2loss : 7.121087 ∣ 
[  epoch 0004/0030] 1590/4800, lr:1.0e-04 ∣ avg_100 : 7.186722 ∣ l2loss : 7.250901 ∣ 
[  epoch 0004/0030] 1600/4800, lr:1.0e-04 ∣ avg_100 : 7.182384 ∣ l2loss : 6.621564 ∣ 
[  epoch 0004/0030] 1610/4800, lr:1.0e-04 ∣ avg_100 : 7.180199 ∣ l2loss : 7.055416 ∣ 
[  epoch 0004/0030] 1620/4800, lr:1.0e-04 ∣ avg_100 : 7.179153 ∣ l2loss : 7.305757 ∣ 
[  epoch 0004/0030] 1630/4800, lr:1.0e-04 ∣ avg_100 : 7.177144 ∣ l2loss : 7.004844 ∣ 
[  epoch 0004/0030] 1640/4800, lr:1.0e-04 ∣ avg_100 : 7.168305 ∣ l2loss : 6.607264 ∣ 
[  epoch 0004/0030] 1650/4800, lr:1.0e-04 ∣ avg_100 : 7.165300 ∣ l2loss : 7.075029 ∣ 
[  epoch 0004/0030] 1660/4800, lr:1.0e-04 ∣ avg_100 : 7.161647 ∣ l2loss : 6.849905 ∣ 
[  epoch 0004/0030] 1670/4800, lr:1.0e-04 ∣ avg_100 : 7.163421 ∣ l2loss : 7.209399 ∣ 
[  epoch 0004/0030] 1680/4800, lr:1.0e-04 ∣ avg_100 : 7.160024 ∣ l2loss : 7.156912 ∣ 
[  epoch 0004/0030] 1690/4800, lr:1.0e-04 ∣ avg_100 : 7.152985 ∣ l2loss : 6.741837 ∣ 
[  epoch 0004/0030] 1700/4800, lr:1.0e-04 ∣ avg_100 : 7.154700 ∣ l2loss : 7.257991 ∣ 
[  epoch 0004/0030] 1710/4800, lr:1.0e-04 ∣ avg_100 : 7.155323 ∣ l2loss : 7.419825 ∣ 
[  epoch 0004/0030] 1720/4800, lr:1.0e-04 ∣ avg_100 : 7.155364 ∣ l2loss : 7.322324 ∣ 
[  epoch 0004/0030] 1730/4800, lr:1.0e-04 ∣ avg_100 : 7.157037 ∣ l2loss : 6.990686 ∣ 
[  epoch 0004/0030] 1740/4800, lr:1.0e-04 ∣ avg_100 : 7.151055 ∣ l2loss : 6.603992 ∣ 
[  epoch 0004/0030] 1750/4800, lr:1.0e-04 ∣ avg_100 : 7.149091 ∣ l2loss : 7.245992 ∣ 
[  epoch 0004/0030] 1760/4800, lr:1.0e-04 ∣ avg_100 : 7.148386 ∣ l2loss : 7.049409 ∣ 
[  epoch 0004/0030] 1770/4800, lr:1.0e-04 ∣ avg_100 : 7.142987 ∣ l2loss : 6.801572 ∣ 
[  epoch 0004/0030] 1780/4800, lr:1.0e-04 ∣ avg_100 : 7.142680 ∣ l2loss : 7.124831 ∣ 
[  epoch 0004/0030] 1790/4800, lr:1.0e-04 ∣ avg_100 : 7.141963 ∣ l2loss : 6.920566 ∣ 
[  epoch 0004/0030] 1800/4800, lr:1.0e-04 ∣ avg_100 : 7.142166 ∣ l2loss : 7.170686 ∣ 
[  epoch 0004/0030] 1810/4800, lr:1.0e-04 ∣ avg_100 : 7.138526 ∣ l2loss : 6.892501 ∣ 
[  epoch 0004/0030] 1820/4800, lr:1.0e-04 ∣ avg_100 : 7.132452 ∣ l2loss : 6.742080 ∣ 
[  epoch 0004/0030] 1830/4800, lr:1.0e-04 ∣ avg_100 : 7.130050 ∣ l2loss : 7.208017 ∣ 
[  epoch 0004/0030] 1840/4800, lr:1.0e-04 ∣ avg_100 : 7.127688 ∣ l2loss : 7.079444 ∣ 
[  epoch 0004/0030] 1850/4800, lr:1.0e-04 ∣ avg_100 : 7.125784 ∣ l2loss : 6.916180 ∣ 
[  epoch 0004/0030] 1860/4800, lr:1.0e-04 ∣ avg_100 : 7.124615 ∣ l2loss : 7.134213 ∣ 
[  epoch 0004/0030] 1870/4800, lr:1.0e-04 ∣ avg_100 : 7.121011 ∣ l2loss : 7.078037 ∣ 
[  epoch 0004/0030] 1880/4800, lr:1.0e-04 ∣ avg_100 : 7.111720 ∣ l2loss : 6.740098 ∣ 
[  epoch 0004/0030] 1890/4800, lr:1.0e-04 ∣ avg_100 : 7.107326 ∣ l2loss : 6.970295 ∣ 
[  epoch 0004/0030] 1900/4800, lr:1.0e-04 ∣ avg_100 : 7.099814 ∣ l2loss : 6.713732 ∣ 
[  epoch 0004/0030] 1910/4800, lr:1.0e-04 ∣ avg_100 : 7.098809 ∣ l2loss : 7.176483 ∣ 
[  epoch 0004/0030] 1920/4800, lr:1.0e-04 ∣ avg_100 : 7.096263 ∣ l2loss : 6.992587 ∣ 
[  epoch 0004/0030] 1930/4800, lr:1.0e-04 ∣ avg_100 : 7.098700 ∣ l2loss : 7.539376 ∣ 
[  epoch 0004/0030] 1940/4800, lr:1.0e-04 ∣ avg_100 : 7.098541 ∣ l2loss : 7.132185 ∣ 
[  epoch 0004/0030] 1950/4800, lr:1.0e-04 ∣ avg_100 : 7.096859 ∣ l2loss : 7.011836 ∣ 
[  epoch 0004/0030] 1960/4800, lr:1.0e-04 ∣ avg_100 : 7.099735 ∣ l2loss : 7.081363 ∣ 
[  epoch 0004/0030] 1970/4800, lr:1.0e-04 ∣ avg_100 : 7.102321 ∣ l2loss : 7.261171 ∣ 
[  epoch 0004/0030] 1980/4800, lr:1.0e-04 ∣ avg_100 : 7.103641 ∣ l2loss : 7.413532 ∣ 
[  epoch 0004/0030] 1990/4800, lr:1.0e-04 ∣ avg_100 : 7.103382 ∣ l2loss : 6.961239 ∣ 
[  epoch 0004/0030] 2000/4800, lr:1.0e-04 ∣ avg_100 : 7.105833 ∣ l2loss : 7.400076 ∣ 
[  epoch 0004/0030] 2010/4800, lr:1.0e-04 ∣ avg_100 : 7.106442 ∣ l2loss : 7.298923 ∣ 
[  epoch 0004/0030] 2020/4800, lr:1.0e-04 ∣ avg_100 : 7.106050 ∣ l2loss : 7.218288 ∣ 
[  epoch 0004/0030] 2030/4800, lr:1.0e-04 ∣ avg_100 : 7.104981 ∣ l2loss : 7.161441 ∣ 
[  epoch 0004/0030] 2040/4800, lr:1.0e-04 ∣ avg_100 : 7.101029 ∣ l2loss : 6.868860 ∣ 
[  epoch 0004/0030] 2050/4800, lr:1.0e-04 ∣ avg_100 : 7.098046 ∣ l2loss : 6.695918 ∣ 
[  epoch 0004/0030] 2060/4800, lr:1.0e-04 ∣ avg_100 : 7.096013 ∣ l2loss : 6.938552 ∣ 
[  epoch 0004/0030] 2070/4800, lr:1.0e-04 ∣ avg_100 : 7.094721 ∣ l2loss : 7.133343 ∣ 
[  epoch 0004/0030] 2080/4800, lr:1.0e-04 ∣ avg_100 : 7.092441 ∣ l2loss : 6.944197 ∣ 
[  epoch 0004/0030] 2090/4800, lr:1.0e-04 ∣ avg_100 : 7.090513 ∣ l2loss : 6.987494 ∣ 
[  epoch 0004/0030] 2100/4800, lr:1.0e-04 ∣ avg_100 : 7.087361 ∣ l2loss : 6.777655 ∣ 
[  epoch 0004/0030] 2110/4800, lr:1.0e-04 ∣ avg_100 : 7.083541 ∣ l2loss : 6.914241 ∣ 
[  epoch 0004/0030] 2120/4800, lr:1.0e-04 ∣ avg_100 : 7.084693 ∣ l2loss : 7.193155 ∣ 
[  epoch 0004/0030] 2130/4800, lr:1.0e-04 ∣ avg_100 : 7.084445 ∣ l2loss : 7.006313 ∣ 
[  epoch 0004/0030] 2140/4800, lr:1.0e-04 ∣ avg_100 : 7.080684 ∣ l2loss : 6.900727 ∣ 
[  epoch 0004/0030] 2150/4800, lr:1.0e-04 ∣ avg_100 : 7.083899 ∣ l2loss : 7.261962 ∣ 
[  epoch 0004/0030] 2160/4800, lr:1.0e-04 ∣ avg_100 : 7.087398 ∣ l2loss : 7.262578 ∣ 
[  epoch 0004/0030] 2170/4800, lr:1.0e-04 ∣ avg_100 : 7.087267 ∣ l2loss : 6.933220 ∣ 
[  epoch 0004/0030] 2180/4800, lr:1.0e-04 ∣ avg_100 : 7.084274 ∣ l2loss : 6.915826 ∣ 
[  epoch 0004/0030] 2190/4800, lr:1.0e-04 ∣ avg_100 : 7.079762 ∣ l2loss : 6.955300 ∣ 
[  epoch 0004/0030] 2200/4800, lr:1.0e-04 ∣ avg_100 : 7.080959 ∣ l2loss : 6.885769 ∣ 
[  epoch 0004/0030] 2210/4800, lr:1.0e-04 ∣ avg_100 : 7.080184 ∣ l2loss : 7.136496 ∣ 
[  epoch 0004/0030] 2220/4800, lr:1.0e-04 ∣ avg_100 : 7.076965 ∣ l2loss : 6.751621 ∣ 
[  epoch 0004/0030] 2230/4800, lr:1.0e-04 ∣ avg_100 : 7.075404 ∣ l2loss : 7.010716 ∣ 
[  epoch 0004/0030] 2240/4800, lr:1.0e-04 ∣ avg_100 : 7.075417 ∣ l2loss : 7.250530 ∣ 
[  epoch 0004/0030] 2250/4800, lr:1.0e-04 ∣ avg_100 : 7.080310 ∣ l2loss : 7.401397 ∣ 
[  epoch 0004/0030] 2260/4800, lr:1.0e-04 ∣ avg_100 : 7.076564 ∣ l2loss : 6.709540 ∣ 
[  epoch 0004/0030] 2270/4800, lr:1.0e-04 ∣ avg_100 : 7.070636 ∣ l2loss : 6.782652 ∣ 
[  epoch 0004/0030] 2280/4800, lr:1.0e-04 ∣ avg_100 : 7.069630 ∣ l2loss : 7.040758 ∣ 
[  epoch 0004/0030] 2290/4800, lr:1.0e-04 ∣ avg_100 : 7.065912 ∣ l2loss : 6.781024 ∣ 
[  epoch 0004/0030] 2300/4800, lr:1.0e-04 ∣ avg_100 : 7.069954 ∣ l2loss : 7.547566 ∣ 
[  epoch 0004/0030] 2310/4800, lr:1.0e-04 ∣ avg_100 : 7.065227 ∣ l2loss : 6.928207 ∣ 
[  epoch 0004/0030] 2320/4800, lr:1.0e-04 ∣ avg_100 : 7.068058 ∣ l2loss : 7.344980 ∣ 
[  epoch 0004/0030] 2330/4800, lr:1.0e-04 ∣ avg_100 : 7.069468 ∣ l2loss : 7.403371 ∣ 
[  epoch 0004/0030] 2340/4800, lr:1.0e-04 ∣ avg_100 : 7.067699 ∣ l2loss : 7.101070 ∣ 
[  epoch 0004/0030] 2350/4800, lr:1.0e-04 ∣ avg_100 : 7.061838 ∣ l2loss : 6.761793 ∣ 
[  epoch 0004/0030] 2360/4800, lr:1.0e-04 ∣ avg_100 : 7.062219 ∣ l2loss : 7.124056 ∣ 
[  epoch 0004/0030] 2370/4800, lr:1.0e-04 ∣ avg_100 : 7.064387 ∣ l2loss : 7.038694 ∣ 
[  epoch 0004/0030] 2380/4800, lr:1.0e-04 ∣ avg_100 : 7.063110 ∣ l2loss : 6.985547 ∣ 
[  epoch 0004/0030] 2390/4800, lr:1.0e-04 ∣ avg_100 : 7.060414 ∣ l2loss : 6.997293 ∣ 
[  epoch 0004/0030] 2400/4800, lr:1.0e-04 ∣ avg_100 : 7.057247 ∣ l2loss : 7.000074 ∣ 
[  epoch 0004/0030] 2410/4800, lr:1.0e-04 ∣ avg_100 : 7.060947 ∣ l2loss : 7.313618 ∣ 
[  epoch 0004/0030] 2420/4800, lr:1.0e-04 ∣ avg_100 : 7.059746 ∣ l2loss : 6.959235 ∣ 
[  epoch 0004/0030] 2430/4800, lr:1.0e-04 ∣ avg_100 : 7.061002 ∣ l2loss : 7.085320 ∣ 
[  epoch 0004/0030] 2440/4800, lr:1.0e-04 ∣ avg_100 : 7.059732 ∣ l2loss : 7.194735 ∣ 
[  epoch 0004/0030] 2450/4800, lr:1.0e-04 ∣ avg_100 : 7.054892 ∣ l2loss : 7.053336 ∣ 
[  epoch 0004/0030] 2460/4800, lr:1.0e-04 ∣ avg_100 : 7.054538 ∣ l2loss : 6.923849 ∣ 
[  epoch 0004/0030] 2470/4800, lr:1.0e-04 ∣ avg_100 : 7.055292 ∣ l2loss : 7.079811 ∣ 
[  epoch 0004/0030] 2480/4800, lr:1.0e-04 ∣ avg_100 : 7.057147 ∣ l2loss : 7.078120 ∣ 
[  epoch 0004/0030] 2490/4800, lr:1.0e-04 ∣ avg_100 : 7.054750 ∣ l2loss : 6.934990 ∣ 
[  epoch 0004/0030] 2500/4800, lr:1.0e-04 ∣ avg_100 : 7.053406 ∣ l2loss : 7.172026 ∣ 
[  epoch 0004/0030] 2510/4800, lr:1.0e-04 ∣ avg_100 : 7.053247 ∣ l2loss : 7.070256 ∣ 
[  epoch 0004/0030] 2520/4800, lr:1.0e-04 ∣ avg_100 : 7.054391 ∣ l2loss : 7.073774 ∣ 
[  epoch 0004/0030] 2530/4800, lr:1.0e-04 ∣ avg_100 : 7.053356 ∣ l2loss : 7.043672 ∣ 
[  epoch 0004/0030] 2540/4800, lr:1.0e-04 ∣ avg_100 : 7.051409 ∣ l2loss : 7.043674 ∣ 
[  epoch 0004/0030] 2550/4800, lr:1.0e-04 ∣ avg_100 : 7.049455 ∣ l2loss : 6.671517 ∣ 
[  epoch 0004/0030] 2560/4800, lr:1.0e-04 ∣ avg_100 : 7.048086 ∣ l2loss : 7.118608 ∣ 
[  epoch 0004/0030] 2570/4800, lr:1.0e-04 ∣ avg_100 : 7.047374 ∣ l2loss : 7.217457 ∣ 
[  epoch 0004/0030] 2580/4800, lr:1.0e-04 ∣ avg_100 : 7.042830 ∣ l2loss : 6.666702 ∣ 
[  epoch 0004/0030] 2590/4800, lr:1.0e-04 ∣ avg_100 : 7.040707 ∣ l2loss : 7.038589 ∣ 
[  epoch 0004/0030] 2600/4800, lr:1.0e-04 ∣ avg_100 : 7.047776 ∣ l2loss : 7.328474 ∣ 
[  epoch 0004/0030] 2610/4800, lr:1.0e-04 ∣ avg_100 : 7.047860 ∣ l2loss : 7.063867 ∣ 
[  epoch 0004/0030] 2620/4800, lr:1.0e-04 ∣ avg_100 : 7.046353 ∣ l2loss : 7.155011 ∣ 
[  epoch 0004/0030] 2630/4800, lr:1.0e-04 ∣ avg_100 : 7.047820 ∣ l2loss : 7.151503 ∣ 
[  epoch 0004/0030] 2640/4800, lr:1.0e-04 ∣ avg_100 : 7.049853 ∣ l2loss : 6.810569 ∣ 
[  epoch 0004/0030] 2650/4800, lr:1.0e-04 ∣ avg_100 : 7.052718 ∣ l2loss : 7.361535 ∣ 
[  epoch 0004/0030] 2660/4800, lr:1.0e-04 ∣ avg_100 : 7.054495 ∣ l2loss : 7.027616 ∣ 
[  epoch 0004/0030] 2670/4800, lr:1.0e-04 ∣ avg_100 : 7.051480 ∣ l2loss : 6.907962 ∣ 
[  epoch 0004/0030] 2680/4800, lr:1.0e-04 ∣ avg_100 : 7.051149 ∣ l2loss : 7.123811 ∣ 
[  epoch 0004/0030] 2690/4800, lr:1.0e-04 ∣ avg_100 : 7.053655 ∣ l2loss : 6.992381 ∣ 
[  epoch 0004/0030] 2700/4800, lr:1.0e-04 ∣ avg_100 : 7.052072 ∣ l2loss : 7.099714 ∣ 
[  epoch 0004/0030] 2710/4800, lr:1.0e-04 ∣ avg_100 : 7.044366 ∣ l2loss : 6.649200 ∣ 
[  epoch 0004/0030] 2720/4800, lr:1.0e-04 ∣ avg_100 : 7.041171 ∣ l2loss : 7.002805 ∣ 
[  epoch 0004/0030] 2730/4800, lr:1.0e-04 ∣ avg_100 : 7.041255 ∣ l2loss : 6.999157 ∣ 
[  epoch 0004/0030] 2740/4800, lr:1.0e-04 ∣ avg_100 : 7.045912 ∣ l2loss : 7.069691 ∣ 
[  epoch 0004/0030] 2750/4800, lr:1.0e-04 ∣ avg_100 : 7.042861 ∣ l2loss : 6.940854 ∣ 
[  epoch 0004/0030] 2760/4800, lr:1.0e-04 ∣ avg_100 : 7.044269 ∣ l2loss : 7.190227 ∣ 
[  epoch 0004/0030] 2770/4800, lr:1.0e-04 ∣ avg_100 : 7.047961 ∣ l2loss : 7.170801 ∣ 
[  epoch 0004/0030] 2780/4800, lr:1.0e-04 ∣ avg_100 : 7.044045 ∣ l2loss : 6.733162 ∣ 
[  epoch 0004/0030] 2790/4800, lr:1.0e-04 ∣ avg_100 : 7.045391 ∣ l2loss : 7.055204 ∣ 
[  epoch 0004/0030] 2800/4800, lr:1.0e-04 ∣ avg_100 : 7.043669 ∣ l2loss : 6.998519 ∣ 
[  epoch 0004/0030] 2810/4800, lr:1.0e-04 ∣ avg_100 : 7.045648 ∣ l2loss : 7.090357 ∣ 
[  epoch 0004/0030] 2820/4800, lr:1.0e-04 ∣ avg_100 : 7.048792 ∣ l2loss : 7.056505 ∣ 
[  epoch 0004/0030] 2830/4800, lr:1.0e-04 ∣ avg_100 : 7.047763 ∣ l2loss : 7.105116 ∣ 
[  epoch 0004/0030] 2840/4800, lr:1.0e-04 ∣ avg_100 : 7.047917 ∣ l2loss : 7.094828 ∣ 
[  epoch 0004/0030] 2850/4800, lr:1.0e-04 ∣ avg_100 : 7.044838 ∣ l2loss : 6.608238 ∣ 
[  epoch 0004/0030] 2860/4800, lr:1.0e-04 ∣ avg_100 : 7.043521 ∣ l2loss : 7.002519 ∣ 
[  epoch 0004/0030] 2870/4800, lr:1.0e-04 ∣ avg_100 : 7.042150 ∣ l2loss : 6.940989 ∣ 
[  epoch 0004/0030] 2880/4800, lr:1.0e-04 ∣ avg_100 : 7.044180 ∣ l2loss : 6.943074 ∣ 
[  epoch 0004/0030] 2890/4800, lr:1.0e-04 ∣ avg_100 : 7.044451 ∣ l2loss : 6.997427 ∣ 
[  epoch 0004/0030] 2900/4800, lr:1.0e-04 ∣ avg_100 : 7.043684 ∣ l2loss : 6.637047 ∣ 
[  epoch 0004/0030] 2910/4800, lr:1.0e-04 ∣ avg_100 : 7.038691 ∣ l2loss : 6.677185 ∣ 
[  epoch 0004/0030] 2920/4800, lr:1.0e-04 ∣ avg_100 : 7.039261 ∣ l2loss : 7.049552 ∣ 
[  epoch 0004/0030] 2930/4800, lr:1.0e-04 ∣ avg_100 : 7.034744 ∣ l2loss : 7.087631 ∣ 
[  epoch 0004/0030] 2940/4800, lr:1.0e-04 ∣ avg_100 : 7.033799 ∣ l2loss : 7.037723 ∣ 
[  epoch 0004/0030] 2950/4800, lr:1.0e-04 ∣ avg_100 : 7.032579 ∣ l2loss : 6.889868 ∣ 
[  epoch 0004/0030] 2960/4800, lr:1.0e-04 ∣ avg_100 : 7.034265 ∣ l2loss : 7.249940 ∣ 
[  epoch 0004/0030] 2970/4800, lr:1.0e-04 ∣ avg_100 : 7.029927 ∣ l2loss : 6.827406 ∣ 
[  epoch 0004/0030] 2980/4800, lr:1.0e-04 ∣ avg_100 : 7.023089 ∣ l2loss : 6.729663 ∣ 
[  epoch 0004/0030] 2990/4800, lr:1.0e-04 ∣ avg_100 : 7.022902 ∣ l2loss : 6.942601 ∣ 
[  epoch 0004/0030] 3000/4800, lr:1.0e-04 ∣ avg_100 : 7.021382 ∣ l2loss : 7.248072 ∣ 
[  epoch 0004/0030] 3010/4800, lr:1.0e-04 ∣ avg_100 : 7.015810 ∣ l2loss : 6.741676 ∣ 
[  epoch 0004/0030] 3020/4800, lr:1.0e-04 ∣ avg_100 : 7.016176 ∣ l2loss : 7.254877 ∣ 
[  epoch 0004/0030] 3030/4800, lr:1.0e-04 ∣ avg_100 : 7.016597 ∣ l2loss : 7.203551 ∣ 
[  epoch 0004/0030] 3040/4800, lr:1.0e-04 ∣ avg_100 : 7.018221 ∣ l2loss : 7.031246 ∣ 
[  epoch 0004/0030] 3050/4800, lr:1.0e-04 ∣ avg_100 : 7.018750 ∣ l2loss : 6.748867 ∣ 
[  epoch 0004/0030] 3060/4800, lr:1.0e-04 ∣ avg_100 : 7.015817 ∣ l2loss : 6.645265 ∣ 
[  epoch 0004/0030] 3070/4800, lr:1.0e-04 ∣ avg_100 : 7.015173 ∣ l2loss : 7.068861 ∣ 
[  epoch 0004/0030] 3080/4800, lr:1.0e-04 ∣ avg_100 : 7.016228 ∣ l2loss : 7.049741 ∣ 
[  epoch 0004/0030] 3090/4800, lr:1.0e-04 ∣ avg_100 : 7.018408 ∣ l2loss : 7.205462 ∣ 
[  epoch 0004/0030] 3100/4800, lr:1.0e-04 ∣ avg_100 : 7.018955 ∣ l2loss : 6.832351 ∣ 
[  epoch 0004/0030] 3110/4800, lr:1.0e-04 ∣ avg_100 : 7.016993 ∣ l2loss : 6.718085 ∣ 
[  epoch 0004/0030] 3120/4800, lr:1.0e-04 ∣ avg_100 : 7.017714 ∣ l2loss : 7.265201 ∣ 
[  epoch 0004/0030] 3130/4800, lr:1.0e-04 ∣ avg_100 : 7.016294 ∣ l2loss : 6.864381 ∣ 
[  epoch 0004/0030] 3140/4800, lr:1.0e-04 ∣ avg_100 : 7.016693 ∣ l2loss : 6.940634 ∣ 
[  epoch 0004/0030] 3150/4800, lr:1.0e-04 ∣ avg_100 : 7.016149 ∣ l2loss : 7.207529 ∣ 
[  epoch 0004/0030] 3160/4800, lr:1.0e-04 ∣ avg_100 : 7.012180 ∣ l2loss : 6.865681 ∣ 
[  epoch 0004/0030] 3170/4800, lr:1.0e-04 ∣ avg_100 : 7.011388 ∣ l2loss : 6.854060 ∣ 
[  epoch 0004/0030] 3180/4800, lr:1.0e-04 ∣ avg_100 : 7.015729 ∣ l2loss : 7.349906 ∣ 
[  epoch 0004/0030] 3190/4800, lr:1.0e-04 ∣ avg_100 : 7.018925 ∣ l2loss : 7.274847 ∣ 
[  epoch 0004/0030] 3200/4800, lr:1.0e-04 ∣ avg_100 : 7.022700 ∣ l2loss : 7.263335 ∣ 
[  epoch 0004/0030] 3210/4800, lr:1.0e-04 ∣ avg_100 : 7.020792 ∣ l2loss : 6.945686 ∣ 
[  epoch 0004/0030] 3220/4800, lr:1.0e-04 ∣ avg_100 : 7.024967 ∣ l2loss : 7.169144 ∣ 
[  epoch 0004/0030] 3230/4800, lr:1.0e-04 ∣ avg_100 : 7.025786 ∣ l2loss : 7.092523 ∣ 
[  epoch 0004/0030] 3240/4800, lr:1.0e-04 ∣ avg_100 : 7.021941 ∣ l2loss : 6.866038 ∣ 
[  epoch 0004/0030] 3250/4800, lr:1.0e-04 ∣ avg_100 : 7.019152 ∣ l2loss : 7.122519 ∣ 
[  epoch 0004/0030] 3260/4800, lr:1.0e-04 ∣ avg_100 : 7.020448 ∣ l2loss : 6.839192 ∣ 
[  epoch 0004/0030] 3270/4800, lr:1.0e-04 ∣ avg_100 : 7.018797 ∣ l2loss : 6.617552 ∣ 
[  epoch 0004/0030] 3280/4800, lr:1.0e-04 ∣ avg_100 : 7.018913 ∣ l2loss : 7.052346 ∣ 
[  epoch 0004/0030] 3290/4800, lr:1.0e-04 ∣ avg_100 : 7.020237 ∣ l2loss : 6.913356 ∣ 
[  epoch 0004/0030] 3300/4800, lr:1.0e-04 ∣ avg_100 : 7.014308 ∣ l2loss : 6.954715 ∣ 
[  epoch 0004/0030] 3310/4800, lr:1.0e-04 ∣ avg_100 : 7.013994 ∣ l2loss : 6.896810 ∣ 
[  epoch 0004/0030] 3320/4800, lr:1.0e-04 ∣ avg_100 : 7.008687 ∣ l2loss : 6.814246 ∣ 
[  epoch 0004/0030] 3330/4800, lr:1.0e-04 ∣ avg_100 : 7.002897 ∣ l2loss : 6.824418 ∣ 
[  epoch 0004/0030] 3340/4800, lr:1.0e-04 ∣ avg_100 : 7.000708 ∣ l2loss : 6.882165 ∣ 
[  epoch 0004/0030] 3350/4800, lr:1.0e-04 ∣ avg_100 : 7.004413 ∣ l2loss : 7.132322 ∣ 
[  epoch 0004/0030] 3360/4800, lr:1.0e-04 ∣ avg_100 : 7.003509 ∣ l2loss : 7.033632 ∣ 
[  epoch 0004/0030] 3370/4800, lr:1.0e-04 ∣ avg_100 : 7.001239 ∣ l2loss : 6.811637 ∣ 
[  epoch 0004/0030] 3380/4800, lr:1.0e-04 ∣ avg_100 : 7.000790 ∣ l2loss : 6.940694 ∣ 
[  epoch 0004/0030] 3390/4800, lr:1.0e-04 ∣ avg_100 : 6.998149 ∣ l2loss : 6.733167 ∣ 
[  epoch 0004/0030] 3400/4800, lr:1.0e-04 ∣ avg_100 : 6.999709 ∣ l2loss : 7.156076 ∣ 
[  epoch 0004/0030] 3410/4800, lr:1.0e-04 ∣ avg_100 : 6.995688 ∣ l2loss : 6.911552 ∣ 
[  epoch 0004/0030] 3420/4800, lr:1.0e-04 ∣ avg_100 : 6.997276 ∣ l2loss : 7.118041 ∣ 
[  epoch 0004/0030] 3430/4800, lr:1.0e-04 ∣ avg_100 : 6.995781 ∣ l2loss : 6.935772 ∣ 
[  epoch 0004/0030] 3440/4800, lr:1.0e-04 ∣ avg_100 : 6.991116 ∣ l2loss : 6.728245 ∣ 
[  epoch 0004/0030] 3450/4800, lr:1.0e-04 ∣ avg_100 : 6.989265 ∣ l2loss : 6.868239 ∣ 
[  epoch 0004/0030] 3460/4800, lr:1.0e-04 ∣ avg_100 : 6.987852 ∣ l2loss : 6.782530 ∣ 
[  epoch 0004/0030] 3470/4800, lr:1.0e-04 ∣ avg_100 : 6.988569 ∣ l2loss : 7.151527 ∣ 
[  epoch 0004/0030] 3480/4800, lr:1.0e-04 ∣ avg_100 : 6.985669 ∣ l2loss : 6.788172 ∣ 
[  epoch 0004/0030] 3490/4800, lr:1.0e-04 ∣ avg_100 : 6.985266 ∣ l2loss : 6.894625 ∣ 
[  epoch 0004/0030] 3500/4800, lr:1.0e-04 ∣ avg_100 : 6.982495 ∣ l2loss : 6.894993 ∣ 
[  epoch 0004/0030] 3510/4800, lr:1.0e-04 ∣ avg_100 : 6.979203 ∣ l2loss : 6.741005 ∣ 
[  epoch 0004/0030] 3520/4800, lr:1.0e-04 ∣ avg_100 : 6.975437 ∣ l2loss : 6.697160 ∣ 
[  epoch 0004/0030] 3530/4800, lr:1.0e-04 ∣ avg_100 : 6.974481 ∣ l2loss : 6.948115 ∣ 
[  epoch 0004/0030] 3540/4800, lr:1.0e-04 ∣ avg_100 : 6.972605 ∣ l2loss : 6.856063 ∣ 
[  epoch 0004/0030] 3550/4800, lr:1.0e-04 ∣ avg_100 : 6.975097 ∣ l2loss : 6.920691 ∣ 
[  epoch 0004/0030] 3560/4800, lr:1.0e-04 ∣ avg_100 : 6.972306 ∣ l2loss : 6.839506 ∣ 
[  epoch 0004/0030] 3570/4800, lr:1.0e-04 ∣ avg_100 : 6.971785 ∣ l2loss : 7.165344 ∣ 
[  epoch 0004/0030] 3580/4800, lr:1.0e-04 ∣ avg_100 : 6.973479 ∣ l2loss : 6.836139 ∣ 
[  epoch 0004/0030] 3590/4800, lr:1.0e-04 ∣ avg_100 : 6.971507 ∣ l2loss : 6.841389 ∣ 
[  epoch 0004/0030] 3600/4800, lr:1.0e-04 ∣ avg_100 : 6.967286 ∣ l2loss : 6.906361 ∣ 
[  epoch 0004/0030] 3610/4800, lr:1.0e-04 ∣ avg_100 : 6.966506 ∣ l2loss : 6.985926 ∣ 
[  epoch 0004/0030] 3620/4800, lr:1.0e-04 ∣ avg_100 : 6.962733 ∣ l2loss : 6.777634 ∣ 
[  epoch 0004/0030] 3630/4800, lr:1.0e-04 ∣ avg_100 : 6.962817 ∣ l2loss : 7.159913 ∣ 
[  epoch 0004/0030] 3640/4800, lr:1.0e-04 ∣ avg_100 : 6.960220 ∣ l2loss : 6.550915 ∣ 
[  epoch 0004/0030] 3650/4800, lr:1.0e-04 ∣ avg_100 : 6.952116 ∣ l2loss : 6.551061 ∣ 
[  epoch 0004/0030] 3660/4800, lr:1.0e-04 ∣ avg_100 : 6.949113 ∣ l2loss : 6.727361 ∣ 
[  epoch 0004/0030] 3670/4800, lr:1.0e-04 ∣ avg_100 : 6.947298 ∣ l2loss : 6.726430 ∣ 
[  epoch 0004/0030] 3680/4800, lr:1.0e-04 ∣ avg_100 : 6.942687 ∣ l2loss : 6.662697 ∣ 
[  epoch 0004/0030] 3690/4800, lr:1.0e-04 ∣ avg_100 : 6.942359 ∣ l2loss : 6.959643 ∣ 
[  epoch 0004/0030] 3700/4800, lr:1.0e-04 ∣ avg_100 : 6.942712 ∣ l2loss : 7.135015 ∣ 
[  epoch 0004/0030] 3710/4800, lr:1.0e-04 ∣ avg_100 : 6.946761 ∣ l2loss : 7.054128 ∣ 
[  epoch 0004/0030] 3720/4800, lr:1.0e-04 ∣ avg_100 : 6.945436 ∣ l2loss : 6.870300 ∣ 
[  epoch 0004/0030] 3730/4800, lr:1.0e-04 ∣ avg_100 : 6.945354 ∣ l2loss : 6.990904 ∣ 
[  epoch 0004/0030] 3740/4800, lr:1.0e-04 ∣ avg_100 : 6.942393 ∣ l2loss : 6.773635 ∣ 
[  epoch 0004/0030] 3750/4800, lr:1.0e-04 ∣ avg_100 : 6.938245 ∣ l2loss : 6.525993 ∣ 
[  epoch 0004/0030] 3760/4800, lr:1.0e-04 ∣ avg_100 : 6.935802 ∣ l2loss : 6.945937 ∣ 
[  epoch 0004/0030] 3770/4800, lr:1.0e-04 ∣ avg_100 : 6.933713 ∣ l2loss : 6.961893 ∣ 
[  epoch 0004/0030] 3780/4800, lr:1.0e-04 ∣ avg_100 : 6.934688 ∣ l2loss : 6.830727 ∣ 
[  epoch 0004/0030] 3790/4800, lr:1.0e-04 ∣ avg_100 : 6.934785 ∣ l2loss : 7.064853 ∣ 
[  epoch 0004/0030] 3800/4800, lr:1.0e-04 ∣ avg_100 : 6.937846 ∣ l2loss : 7.304671 ∣ 
[  epoch 0004/0030] 3810/4800, lr:1.0e-04 ∣ avg_100 : 6.938936 ∣ l2loss : 7.199296 ∣ 
[  epoch 0004/0030] 3820/4800, lr:1.0e-04 ∣ avg_100 : 6.939500 ∣ l2loss : 7.112930 ∣ 
[  epoch 0004/0030] 3830/4800, lr:1.0e-04 ∣ avg_100 : 6.940890 ∣ l2loss : 7.244159 ∣ 
[  epoch 0004/0030] 3840/4800, lr:1.0e-04 ∣ avg_100 : 6.937572 ∣ l2loss : 6.762999 ∣ 
[  epoch 0004/0030] 3850/4800, lr:1.0e-04 ∣ avg_100 : 6.937330 ∣ l2loss : 6.584059 ∣ 
[  epoch 0004/0030] 3860/4800, lr:1.0e-04 ∣ avg_100 : 6.932348 ∣ l2loss : 6.504306 ∣ 
[  epoch 0004/0030] 3870/4800, lr:1.0e-04 ∣ avg_100 : 6.931630 ∣ l2loss : 6.869176 ∣ 
[  epoch 0004/0030] 3880/4800, lr:1.0e-04 ∣ avg_100 : 6.929495 ∣ l2loss : 6.729549 ∣ 
[  epoch 0004/0030] 3890/4800, lr:1.0e-04 ∣ avg_100 : 6.929874 ∣ l2loss : 7.035387 ∣ 
[  epoch 0004/0030] 3900/4800, lr:1.0e-04 ∣ avg_100 : 6.931228 ∣ l2loss : 6.772424 ∣ 
[  epoch 0004/0030] 3910/4800, lr:1.0e-04 ∣ avg_100 : 6.930428 ∣ l2loss : 6.597191 ∣ 
[  epoch 0004/0030] 3920/4800, lr:1.0e-04 ∣ avg_100 : 6.926779 ∣ l2loss : 6.684627 ∣ 
[  epoch 0004/0030] 3930/4800, lr:1.0e-04 ∣ avg_100 : 6.926088 ∣ l2loss : 7.018497 ∣ 
[  epoch 0004/0030] 3940/4800, lr:1.0e-04 ∣ avg_100 : 6.923848 ∣ l2loss : 6.813752 ∣ 
[  epoch 0004/0030] 3950/4800, lr:1.0e-04 ∣ avg_100 : 6.920926 ∣ l2loss : 6.597643 ∣ 
[  epoch 0004/0030] 3960/4800, lr:1.0e-04 ∣ avg_100 : 6.914924 ∣ l2loss : 6.649814 ∣ 
[  epoch 0004/0030] 3970/4800, lr:1.0e-04 ∣ avg_100 : 6.915205 ∣ l2loss : 6.855422 ∣ 
[  epoch 0004/0030] 3980/4800, lr:1.0e-04 ∣ avg_100 : 6.912805 ∣ l2loss : 6.489708 ∣ 
[  epoch 0004/0030] 3990/4800, lr:1.0e-04 ∣ avg_100 : 6.911871 ∣ l2loss : 6.849162 ∣ 
[  epoch 0004/0030] 4000/4800, lr:1.0e-04 ∣ avg_100 : 6.903832 ∣ l2loss : 6.444252 ∣ 
[  epoch 0004/0030] 4010/4800, lr:1.0e-04 ∣ avg_100 : 6.904936 ∣ l2loss : 6.852052 ∣ 
[  epoch 0004/0030] 4020/4800, lr:1.0e-04 ∣ avg_100 : 6.899974 ∣ l2loss : 6.758668 ∣ 
[  epoch 0004/0030] 4030/4800, lr:1.0e-04 ∣ avg_100 : 6.898447 ∣ l2loss : 7.050802 ∣ 
[  epoch 0004/0030] 4040/4800, lr:1.0e-04 ∣ avg_100 : 6.896839 ∣ l2loss : 6.870446 ∣ 
[  epoch 0004/0030] 4050/4800, lr:1.0e-04 ∣ avg_100 : 6.898421 ∣ l2loss : 6.907074 ∣ 
[  epoch 0004/0030] 4060/4800, lr:1.0e-04 ∣ avg_100 : 6.898863 ∣ l2loss : 6.689467 ∣ 
[  epoch 0004/0030] 4070/4800, lr:1.0e-04 ∣ avg_100 : 6.898074 ∣ l2loss : 6.989954 ∣ 
[  epoch 0004/0030] 4080/4800, lr:1.0e-04 ∣ avg_100 : 6.892913 ∣ l2loss : 6.533673 ∣ 
[  epoch 0004/0030] 4090/4800, lr:1.0e-04 ∣ avg_100 : 6.892530 ∣ l2loss : 7.167126 ∣ 
[  epoch 0004/0030] 4100/4800, lr:1.0e-04 ∣ avg_100 : 6.891647 ∣ l2loss : 6.744112 ∣ 
[  epoch 0004/0030] 4110/4800, lr:1.0e-04 ∣ avg_100 : 6.892453 ∣ l2loss : 6.798667 ∣ 
[  epoch 0004/0030] 4120/4800, lr:1.0e-04 ∣ avg_100 : 6.890159 ∣ l2loss : 7.035835 ∣ 
[  epoch 0004/0030] 4130/4800, lr:1.0e-04 ∣ avg_100 : 6.888359 ∣ l2loss : 6.684385 ∣ 
[  epoch 0004/0030] 4140/4800, lr:1.0e-04 ∣ avg_100 : 6.887919 ∣ l2loss : 6.896604 ∣ 
[  epoch 0004/0030] 4150/4800, lr:1.0e-04 ∣ avg_100 : 6.885788 ∣ l2loss : 6.994378 ∣ 
[  epoch 0004/0030] 4160/4800, lr:1.0e-04 ∣ avg_100 : 6.886858 ∣ l2loss : 6.972685 ∣ 
[  epoch 0004/0030] 4170/4800, lr:1.0e-04 ∣ avg_100 : 6.885568 ∣ l2loss : 6.725140 ∣ 
[  epoch 0004/0030] 4180/4800, lr:1.0e-04 ∣ avg_100 : 6.881303 ∣ l2loss : 6.923309 ∣ 
[  epoch 0004/0030] 4190/4800, lr:1.0e-04 ∣ avg_100 : 6.876201 ∣ l2loss : 6.764648 ∣ 
[  epoch 0004/0030] 4200/4800, lr:1.0e-04 ∣ avg_100 : 6.870544 ∣ l2loss : 6.697676 ∣ 
[  epoch 0004/0030] 4210/4800, lr:1.0e-04 ∣ avg_100 : 6.867704 ∣ l2loss : 6.661646 ∣ 
[  epoch 0004/0030] 4220/4800, lr:1.0e-04 ∣ avg_100 : 6.866779 ∣ l2loss : 7.076690 ∣ 
[  epoch 0004/0030] 4230/4800, lr:1.0e-04 ∣ avg_100 : 6.866514 ∣ l2loss : 7.066027 ∣ 
[  epoch 0004/0030] 4240/4800, lr:1.0e-04 ∣ avg_100 : 6.869523 ∣ l2loss : 7.166892 ∣ 
[  epoch 0004/0030] 4250/4800, lr:1.0e-04 ∣ avg_100 : 6.867978 ∣ l2loss : 6.968033 ∣ 
[  epoch 0004/0030] 4260/4800, lr:1.0e-04 ∣ avg_100 : 6.868915 ∣ l2loss : 6.932913 ∣ 
[  epoch 0004/0030] 4270/4800, lr:1.0e-04 ∣ avg_100 : 6.871802 ∣ l2loss : 6.906242 ∣ 
[  epoch 0004/0030] 4280/4800, lr:1.0e-04 ∣ avg_100 : 6.870632 ∣ l2loss : 6.935344 ∣ 
[  epoch 0004/0030] 4290/4800, lr:1.0e-04 ∣ avg_100 : 6.869846 ∣ l2loss : 6.834732 ∣ 
[  epoch 0004/0030] 4300/4800, lr:1.0e-04 ∣ avg_100 : 6.875660 ∣ l2loss : 7.536145 ∣ 
[  epoch 0004/0030] 4310/4800, lr:1.0e-04 ∣ avg_100 : 6.876025 ∣ l2loss : 6.933371 ∣ 
[  epoch 0004/0030] 4320/4800, lr:1.0e-04 ∣ avg_100 : 6.874772 ∣ l2loss : 6.688880 ∣ 
[  epoch 0004/0030] 4330/4800, lr:1.0e-04 ∣ avg_100 : 6.874602 ∣ l2loss : 6.807412 ∣ 
[  epoch 0004/0030] 4340/4800, lr:1.0e-04 ∣ avg_100 : 6.872060 ∣ l2loss : 6.628003 ∣ 
[  epoch 0004/0030] 4350/4800, lr:1.0e-04 ∣ avg_100 : 6.868624 ∣ l2loss : 6.788669 ∣ 
[  epoch 0004/0030] 4360/4800, lr:1.0e-04 ∣ avg_100 : 6.863938 ∣ l2loss : 6.565037 ∣ 
[  epoch 0004/0030] 4370/4800, lr:1.0e-04 ∣ avg_100 : 6.862783 ∣ l2loss : 6.696145 ∣ 
[  epoch 0004/0030] 4380/4800, lr:1.0e-04 ∣ avg_100 : 6.860206 ∣ l2loss : 6.683040 ∣ 
[  epoch 0004/0030] 4390/4800, lr:1.0e-04 ∣ avg_100 : 6.862967 ∣ l2loss : 7.009290 ∣ 
[  epoch 0004/0030] 4400/4800, lr:1.0e-04 ∣ avg_100 : 6.859735 ∣ l2loss : 6.832803 ∣ 
[  epoch 0004/0030] 4410/4800, lr:1.0e-04 ∣ avg_100 : 6.859279 ∣ l2loss : 6.865975 ∣ 
[  epoch 0004/0030] 4420/4800, lr:1.0e-04 ∣ avg_100 : 6.855615 ∣ l2loss : 6.751677 ∣ 
[  epoch 0004/0030] 4430/4800, lr:1.0e-04 ∣ avg_100 : 6.857271 ∣ l2loss : 7.101391 ∣ 
[  epoch 0004/0030] 4440/4800, lr:1.0e-04 ∣ avg_100 : 6.856477 ∣ l2loss : 6.648791 ∣ 
[  epoch 0004/0030] 4450/4800, lr:1.0e-04 ∣ avg_100 : 6.857606 ∣ l2loss : 6.981189 ∣ 
[  epoch 0004/0030] 4460/4800, lr:1.0e-04 ∣ avg_100 : 6.855938 ∣ l2loss : 6.615729 ∣ 
[  epoch 0004/0030] 4470/4800, lr:1.0e-04 ∣ avg_100 : 6.850784 ∣ l2loss : 6.636042 ∣ 
[  epoch 0004/0030] 4480/4800, lr:1.0e-04 ∣ avg_100 : 6.848887 ∣ l2loss : 6.598517 ∣ 
[  epoch 0004/0030] 4490/4800, lr:1.0e-04 ∣ avg_100 : 6.849821 ∣ l2loss : 6.987976 ∣ 
[  epoch 0004/0030] 4500/4800, lr:1.0e-04 ∣ avg_100 : 6.845296 ∣ l2loss : 6.442512 ∣ 
[  epoch 0004/0030] 4510/4800, lr:1.0e-04 ∣ avg_100 : 6.845514 ∣ l2loss : 6.762784 ∣ 
[  epoch 0004/0030] 4520/4800, lr:1.0e-04 ∣ avg_100 : 6.848974 ∣ l2loss : 7.043212 ∣ 
[  epoch 0004/0030] 4530/4800, lr:1.0e-04 ∣ avg_100 : 6.848126 ∣ l2loss : 6.863271 ∣ 
[  epoch 0004/0030] 4540/4800, lr:1.0e-04 ∣ avg_100 : 6.852095 ∣ l2loss : 7.253030 ∣ 
[  epoch 0004/0030] 4550/4800, lr:1.0e-04 ∣ avg_100 : 6.853233 ∣ l2loss : 7.034467 ∣ 
[  epoch 0004/0030] 4560/4800, lr:1.0e-04 ∣ avg_100 : 6.854219 ∣ l2loss : 6.938062 ∣ 
[  epoch 0004/0030] 4570/4800, lr:1.0e-04 ∣ avg_100 : 6.847608 ∣ l2loss : 6.504334 ∣ 
[  epoch 0004/0030] 4580/4800, lr:1.0e-04 ∣ avg_100 : 6.846713 ∣ l2loss : 6.746631 ∣ 
[  epoch 0004/0030] 4590/4800, lr:1.0e-04 ∣ avg_100 : 6.849208 ∣ l2loss : 7.090808 ∣ 
[  epoch 0004/0030] 4600/4800, lr:1.0e-04 ∣ avg_100 : 6.847383 ∣ l2loss : 6.723925 ∣ 
[  epoch 0004/0030] 4610/4800, lr:1.0e-04 ∣ avg_100 : 6.846701 ∣ l2loss : 6.917745 ∣ 
[  epoch 0004/0030] 4620/4800, lr:1.0e-04 ∣ avg_100 : 6.846256 ∣ l2loss : 6.733066 ∣ 
[  epoch 0004/0030] 4630/4800, lr:1.0e-04 ∣ avg_100 : 6.841435 ∣ l2loss : 6.677864 ∣ 
[  epoch 0004/0030] 4640/4800, lr:1.0e-04 ∣ avg_100 : 6.842791 ∣ l2loss : 6.686485 ∣ 
[  epoch 0004/0030] 4650/4800, lr:1.0e-04 ∣ avg_100 : 6.845348 ∣ l2loss : 6.806802 ∣ 
[  epoch 0004/0030] 4660/4800, lr:1.0e-04 ∣ avg_100 : 6.848102 ∣ l2loss : 7.002688 ∣ 
[  epoch 0004/0030] 4670/4800, lr:1.0e-04 ∣ avg_100 : 6.848645 ∣ l2loss : 6.780742 ∣ 
[  epoch 0004/0030] 4680/4800, lr:1.0e-04 ∣ avg_100 : 6.849593 ∣ l2loss : 6.757487 ∣ 
[  epoch 0004/0030] 4690/4800, lr:1.0e-04 ∣ avg_100 : 6.848174 ∣ l2loss : 6.817774 ∣ 
[  epoch 0004/0030] 4700/4800, lr:1.0e-04 ∣ avg_100 : 6.842820 ∣ l2loss : 6.599588 ∣ 
[  epoch 0004/0030] 4710/4800, lr:1.0e-04 ∣ avg_100 : 6.841750 ∣ l2loss : 6.947129 ∣ 
[  epoch 0004/0030] 4720/4800, lr:1.0e-04 ∣ avg_100 : 6.841358 ∣ l2loss : 6.831142 ∣ 
[  epoch 0004/0030] 4730/4800, lr:1.0e-04 ∣ avg_100 : 6.841299 ∣ l2loss : 6.985029 ∣ 
[  epoch 0004/0030] 4740/4800, lr:1.0e-04 ∣ avg_100 : 6.839423 ∣ l2loss : 6.585983 ∣ 
[  epoch 0004/0030] 4750/4800, lr:1.0e-04 ∣ avg_100 : 6.841646 ∣ l2loss : 6.748317 ∣ 
[  epoch 0004/0030] 4760/4800, lr:1.0e-04 ∣ avg_100 : 6.842336 ∣ l2loss : 7.014936 ∣ 
[  epoch 0004/0030] 4770/4800, lr:1.0e-04 ∣ avg_100 : 6.837971 ∣ l2loss : 6.525423 ∣ 
[  epoch 0004/0030] 4780/4800, lr:1.0e-04 ∣ avg_100 : 6.837279 ∣ l2loss : 6.761476 ∣ 
[  epoch 0004/0030] 4790/4800, lr:1.0e-04 ∣ avg_100 : 6.835504 ∣ l2loss : 6.887352 ∣ 
[  epoch 0004/0030] 4800/4800, lr:1.0e-04 ∣ avg_100 : 6.829824 ∣ l2loss : 6.736712 ∣ 
[    val 004    ] Done! PSNR : 37.04 dB, SSIM : 0.936total: 22:00:56                    
[  epoch 0005/0030] 0010/4800, lr:1.0e-04 ∣ avg_100 : 6.825581 ∣ l2loss : 6.774942 ∣ 
[  epoch 0005/0030] 0020/4800, lr:1.0e-04 ∣ avg_100 : 6.824463 ∣ l2loss : 7.001144 ∣ 
[  epoch 0005/0030] 0030/4800, lr:1.0e-04 ∣ avg_100 : 6.818284 ∣ l2loss : 6.626267 ∣ 
[  epoch 0005/0030] 0040/4800, lr:1.0e-04 ∣ avg_100 : 6.816929 ∣ l2loss : 6.627521 ∣ 
[  epoch 0005/0030] 0050/4800, lr:1.0e-04 ∣ avg_100 : 6.817430 ∣ l2loss : 6.634105 ∣ 
[  epoch 0005/0030] 0060/4800, lr:1.0e-04 ∣ avg_100 : 6.819222 ∣ l2loss : 6.683496 ∣ 
[  epoch 0005/0030] 0070/4800, lr:1.0e-04 ∣ avg_100 : 6.816799 ∣ l2loss : 6.626874 ∣ 
[  epoch 0005/0030] 0080/4800, lr:1.0e-04 ∣ avg_100 : 6.818454 ∣ l2loss : 6.895049 ∣ 
[  epoch 0005/0030] 0090/4800, lr:1.0e-04 ∣ avg_100 : 6.818208 ∣ l2loss : 7.010795 ∣ 
[  epoch 0005/0030] 0100/4800, lr:1.0e-04 ∣ avg_100 : 6.819219 ∣ l2loss : 6.873559 ∣ 
[  epoch 0005/0030] 0110/4800, lr:1.0e-04 ∣ avg_100 : 6.819216 ∣ l2loss : 6.596931 ∣ 
[  epoch 0005/0030] 0120/4800, lr:1.0e-04 ∣ avg_100 : 6.823573 ∣ l2loss : 7.120311 ∣ 
[  epoch 0005/0030] 0130/4800, lr:1.0e-04 ∣ avg_100 : 6.821428 ∣ l2loss : 6.803959 ∣ 
[  epoch 0005/0030] 0140/4800, lr:1.0e-04 ∣ avg_100 : 6.822119 ∣ l2loss : 6.882825 ∣ 
[  epoch 0005/0030] 0150/4800, lr:1.0e-04 ∣ avg_100 : 6.827541 ∣ l2loss : 7.139856 ∣ 
[  epoch 0005/0030] 0160/4800, lr:1.0e-04 ∣ avg_100 : 6.829135 ∣ l2loss : 6.809234 ∣ 
[  epoch 0005/0030] 0170/4800, lr:1.0e-04 ∣ avg_100 : 6.827827 ∣ l2loss : 6.724647 ∣ 
[  epoch 0005/0030] 0180/4800, lr:1.0e-04 ∣ avg_100 : 6.828722 ∣ l2loss : 6.579244 ∣ 
[  epoch 0005/0030] 0190/4800, lr:1.0e-04 ∣ avg_100 : 6.826196 ∣ l2loss : 6.596468 ∣ 
[  epoch 0005/0030] 0200/4800, lr:1.0e-04 ∣ avg_100 : 6.828355 ∣ l2loss : 6.660214 ∣ 
[  epoch 0005/0030] 0210/4800, lr:1.0e-04 ∣ avg_100 : 6.828618 ∣ l2loss : 6.878346 ∣ 
[  epoch 0005/0030] 0220/4800, lr:1.0e-04 ∣ avg_100 : 6.830539 ∣ l2loss : 6.950709 ∣ 
[  epoch 0005/0030] 0230/4800, lr:1.0e-04 ∣ avg_100 : 6.826669 ∣ l2loss : 6.663841 ∣ 
[  epoch 0005/0030] 0240/4800, lr:1.0e-04 ∣ avg_100 : 6.827350 ∣ l2loss : 6.938560 ∣ 
[  epoch 0005/0030] 0250/4800, lr:1.0e-04 ∣ avg_100 : 6.825740 ∣ l2loss : 6.746064 ∣ 
[  epoch 0005/0030] 0260/4800, lr:1.0e-04 ∣ avg_100 : 6.826916 ∣ l2loss : 6.807025 ∣ 
[  epoch 0005/0030] 0270/4800, lr:1.0e-04 ∣ avg_100 : 6.828051 ∣ l2loss : 7.103508 ∣ 
[  epoch 0005/0030] 0280/4800, lr:1.0e-04 ∣ avg_100 : 6.831649 ∣ l2loss : 6.893418 ∣ 
[  epoch 0005/0030] 0290/4800, lr:1.0e-04 ∣ avg_100 : 6.826781 ∣ l2loss : 6.680337 ∣ 
[  epoch 0005/0030] 0300/4800, lr:1.0e-04 ∣ avg_100 : 6.826233 ∣ l2loss : 6.689392 ∣ 
[  epoch 0005/0030] 0310/4800, lr:1.0e-04 ∣ avg_100 : 6.826069 ∣ l2loss : 6.782215 ∣ 
[  epoch 0005/0030] 0320/4800, lr:1.0e-04 ∣ avg_100 : 6.825196 ∣ l2loss : 6.948497 ∣ 
[  epoch 0005/0030] 0330/4800, lr:1.0e-04 ∣ avg_100 : 6.823221 ∣ l2loss : 6.486967 ∣ 
[  epoch 0005/0030] 0340/4800, lr:1.0e-04 ∣ avg_100 : 6.823383 ∣ l2loss : 6.912726 ∣ 
[  epoch 0005/0030] 0350/4800, lr:1.0e-04 ∣ avg_100 : 6.821804 ∣ l2loss : 6.836540 ∣ 
[  epoch 0005/0030] 0360/4800, lr:1.0e-04 ∣ avg_100 : 6.820144 ∣ l2loss : 6.806680 ∣ 
[  epoch 0005/0030] 0370/4800, lr:1.0e-04 ∣ avg_100 : 6.823053 ∣ l2loss : 7.015995 ∣ 
[  epoch 0005/0030] 0380/4800, lr:1.0e-04 ∣ avg_100 : 6.822593 ∣ l2loss : 6.877338 ∣ 
[  epoch 0005/0030] 0390/4800, lr:1.0e-04 ∣ avg_100 : 6.824789 ∣ l2loss : 6.984204 ∣ 
[  epoch 0005/0030] 0400/4800, lr:1.0e-04 ∣ avg_100 : 6.822640 ∣ l2loss : 6.482792 ∣ 
[  epoch 0005/0030] 0410/4800, lr:1.0e-04 ∣ avg_100 : 6.822943 ∣ l2loss : 6.691961 ∣ 
[  epoch 0005/0030] 0420/4800, lr:1.0e-04 ∣ avg_100 : 6.822249 ∣ l2loss : 7.007264 ∣ 
[  epoch 0005/0030] 0430/4800, lr:1.0e-04 ∣ avg_100 : 6.819603 ∣ l2loss : 6.801504 ∣ 
[  epoch 0005/0030] 0440/4800, lr:1.0e-04 ∣ avg_100 : 6.814785 ∣ l2loss : 6.685091 ∣ 
[  epoch 0005/0030] 0450/4800, lr:1.0e-04 ∣ avg_100 : 6.811737 ∣ l2loss : 6.663178 ∣ 
[  epoch 0005/0030] 0460/4800, lr:1.0e-04 ∣ avg_100 : 6.810750 ∣ l2loss : 6.834245 ∣ 
[  epoch 0005/0030] 0470/4800, lr:1.0e-04 ∣ avg_100 : 6.806905 ∣ l2loss : 6.521731 ∣ 
[  epoch 0005/0030] 0480/4800, lr:1.0e-04 ∣ avg_100 : 6.800362 ∣ l2loss : 6.281050 ∣ 
[  epoch 0005/0030] 0490/4800, lr:1.0e-04 ∣ avg_100 : 6.798972 ∣ l2loss : 6.695696 ∣ 
[  epoch 0005/0030] 0500/4800, lr:1.0e-04 ∣ avg_100 : 6.794318 ∣ l2loss : 7.070751 ∣ 
[  epoch 0005/0030] 0510/4800, lr:1.0e-04 ∣ avg_100 : 6.791466 ∣ l2loss : 6.648177 ∣ 
[  epoch 0005/0030] 0520/4800, lr:1.0e-04 ∣ avg_100 : 6.792255 ∣ l2loss : 6.767791 ∣ 
[  epoch 0005/0030] 0530/4800, lr:1.0e-04 ∣ avg_100 : 6.790439 ∣ l2loss : 6.625816 ∣ 
[  epoch 0005/0030] 0540/4800, lr:1.0e-04 ∣ avg_100 : 6.790872 ∣ l2loss : 6.671278 ∣ 
[  epoch 0005/0030] 0550/4800, lr:1.0e-04 ∣ avg_100 : 6.789865 ∣ l2loss : 6.688015 ∣ 
[  epoch 0005/0030] 0560/4800, lr:1.0e-04 ∣ avg_100 : 6.792312 ∣ l2loss : 6.809686 ∣ 
[  epoch 0005/0030] 0570/4800, lr:1.0e-04 ∣ avg_100 : 6.794463 ∣ l2loss : 6.911264 ∣ 
[  epoch 0005/0030] 0580/4800, lr:1.0e-04 ∣ avg_100 : 6.793745 ∣ l2loss : 6.611233 ∣ 
[  epoch 0005/0030] 0590/4800, lr:1.0e-04 ∣ avg_100 : 6.795260 ∣ l2loss : 7.160858 ∣ 
[  epoch 0005/0030] 0600/4800, lr:1.0e-04 ∣ avg_100 : 6.799328 ∣ l2loss : 7.239596 ∣ 
[  epoch 0005/0030] 0610/4800, lr:1.0e-04 ∣ avg_100 : 6.797460 ∣ l2loss : 6.679114 ∣ 
[  epoch 0005/0030] 0620/4800, lr:1.0e-04 ∣ avg_100 : 6.796968 ∣ l2loss : 6.702512 ∣ 
[  epoch 0005/0030] 0630/4800, lr:1.0e-04 ∣ avg_100 : 6.794631 ∣ l2loss : 6.867720 ∣ 
[  epoch 0005/0030] 0640/4800, lr:1.0e-04 ∣ avg_100 : 6.796163 ∣ l2loss : 6.801994 ∣ 
[  epoch 0005/0030] 0650/4800, lr:1.0e-04 ∣ avg_100 : 6.795331 ∣ l2loss : 6.897912 ∣ 
[  epoch 0005/0030] 0660/4800, lr:1.0e-04 ∣ avg_100 : 6.799750 ∣ l2loss : 7.057612 ∣ 
[  epoch 0005/0030] 0670/4800, lr:1.0e-04 ∣ avg_100 : 6.800375 ∣ l2loss : 6.698545 ∣ 
[  epoch 0005/0030] 0680/4800, lr:1.0e-04 ∣ avg_100 : 6.802323 ∣ l2loss : 6.793354 ∣ 
[  epoch 0005/0030] 0690/4800, lr:1.0e-04 ∣ avg_100 : 6.801639 ∣ l2loss : 6.919547 ∣ 
[  epoch 0005/0030] 0700/4800, lr:1.0e-04 ∣ avg_100 : 6.808745 ∣ l2loss : 7.153105 ∣ 
[  epoch 0005/0030] 0710/4800, lr:1.0e-04 ∣ avg_100 : 6.808920 ∣ l2loss : 6.780287 ∣ 
[  epoch 0005/0030] 0720/4800, lr:1.0e-04 ∣ avg_100 : 6.809151 ∣ l2loss : 7.066384 ∣ 
[  epoch 0005/0030] 0730/4800, lr:1.0e-04 ∣ avg_100 : 6.808030 ∣ l2loss : 6.751153 ∣ 
[  epoch 0005/0030] 0740/4800, lr:1.0e-04 ∣ avg_100 : 6.805839 ∣ l2loss : 7.033886 ∣ 
[  epoch 0005/0030] 0750/4800, lr:1.0e-04 ∣ avg_100 : 6.800929 ∣ l2loss : 6.543449 ∣ 
[  epoch 0005/0030] 0760/4800, lr:1.0e-04 ∣ avg_100 : 6.801392 ∣ l2loss : 6.984435 ∣ 
[  epoch 0005/0030] 0770/4800, lr:1.0e-04 ∣ avg_100 : 6.800007 ∣ l2loss : 6.365782 ∣ 
[  epoch 0005/0030] 0780/4800, lr:1.0e-04 ∣ avg_100 : 6.800262 ∣ l2loss : 6.772193 ∣ 
[  epoch 0005/0030] 0790/4800, lr:1.0e-04 ∣ avg_100 : 6.795696 ∣ l2loss : 6.634199 ∣ 
[  epoch 0005/0030] 0800/4800, lr:1.0e-04 ∣ avg_100 : 6.795874 ∣ l2loss : 6.741684 ∣ 
[  epoch 0005/0030] 0810/4800, lr:1.0e-04 ∣ avg_100 : 6.790421 ∣ l2loss : 6.372484 ∣ 
[  epoch 0005/0030] 0820/4800, lr:1.0e-04 ∣ avg_100 : 6.789157 ∣ l2loss : 6.606689 ∣ 
[  epoch 0005/0030] 0830/4800, lr:1.0e-04 ∣ avg_100 : 6.789442 ∣ l2loss : 6.706277 ∣ 
[  epoch 0005/0030] 0840/4800, lr:1.0e-04 ∣ avg_100 : 6.791381 ∣ l2loss : 6.880383 ∣ 
[  epoch 0005/0030] 0850/4800, lr:1.0e-04 ∣ avg_100 : 6.787793 ∣ l2loss : 6.448059 ∣ 
[  epoch 0005/0030] 0860/4800, lr:1.0e-04 ∣ avg_100 : 6.785839 ∣ l2loss : 6.807235 ∣ 
[  epoch 0005/0030] 0870/4800, lr:1.0e-04 ∣ avg_100 : 6.788254 ∣ l2loss : 7.022315 ∣ 
[  epoch 0005/0030] 0880/4800, lr:1.0e-04 ∣ avg_100 : 6.789077 ∣ l2loss : 6.839722 ∣ 
[  epoch 0005/0030] 0890/4800, lr:1.0e-04 ∣ avg_100 : 6.786487 ∣ l2loss : 6.558818 ∣ 
[  epoch 0005/0030] 0900/4800, lr:1.0e-04 ∣ avg_100 : 6.782196 ∣ l2loss : 6.170428 ∣ 
[  epoch 0005/0030] 0910/4800, lr:1.0e-04 ∣ avg_100 : 6.783388 ∣ l2loss : 7.066370 ∣ 
[  epoch 0005/0030] 0920/4800, lr:1.0e-04 ∣ avg_100 : 6.783449 ∣ l2loss : 6.837231 ∣ 
[  epoch 0005/0030] 0930/4800, lr:1.0e-04 ∣ avg_100 : 6.782473 ∣ l2loss : 6.887407 ∣ 
[  epoch 0005/0030] 0940/4800, lr:1.0e-04 ∣ avg_100 : 6.783210 ∣ l2loss : 6.659672 ∣ 
[  epoch 0005/0030] 0950/4800, lr:1.0e-04 ∣ avg_100 : 6.783225 ∣ l2loss : 6.749873 ∣ 
[  epoch 0005/0030] 0960/4800, lr:1.0e-04 ∣ avg_100 : 6.777180 ∣ l2loss : 6.410427 ∣ 
[  epoch 0005/0030] 0970/4800, lr:1.0e-04 ∣ avg_100 : 6.776273 ∣ l2loss : 6.434710 ∣ 
[  epoch 0005/0030] 0980/4800, lr:1.0e-04 ∣ avg_100 : 6.779267 ∣ l2loss : 7.060936 ∣ 
[  epoch 0005/0030] 0990/4800, lr:1.0e-04 ∣ avg_100 : 6.779128 ∣ l2loss : 6.873370 ∣ 
[  epoch 0005/0030] 1000/4800, lr:1.0e-04 ∣ avg_100 : 6.780777 ∣ l2loss : 6.901652 ∣ 
[  epoch 0005/0030] 1010/4800, lr:1.0e-04 ∣ avg_100 : 6.780364 ∣ l2loss : 6.733633 ∣ 
[  epoch 0005/0030] 1020/4800, lr:1.0e-04 ∣ avg_100 : 6.777973 ∣ l2loss : 6.762039 ∣ 
[  epoch 0005/0030] 1030/4800, lr:1.0e-04 ∣ avg_100 : 6.779544 ∣ l2loss : 6.783382 ∣ 
[  epoch 0005/0030] 1040/4800, lr:1.0e-04 ∣ avg_100 : 6.778877 ∣ l2loss : 6.560828 ∣ 
[  epoch 0005/0030] 1050/4800, lr:1.0e-04 ∣ avg_100 : 6.779492 ∣ l2loss : 6.695635 ∣ 
[  epoch 0005/0030] 1060/4800, lr:1.0e-04 ∣ avg_100 : 6.778688 ∣ l2loss : 6.603102 ∣ 
[  epoch 0005/0030] 1070/4800, lr:1.0e-04 ∣ avg_100 : 6.779128 ∣ l2loss : 6.670857 ∣ 
[  epoch 0005/0030] 1080/4800, lr:1.0e-04 ∣ avg_100 : 6.779244 ∣ l2loss : 6.906600 ∣ 
[  epoch 0005/0030] 1090/4800, lr:1.0e-04 ∣ avg_100 : 6.774088 ∣ l2loss : 6.495265 ∣ 
[  epoch 0005/0030] 1100/4800, lr:1.0e-04 ∣ avg_100 : 6.772347 ∣ l2loss : 6.699426 ∣ 
[  epoch 0005/0030] 1110/4800, lr:1.0e-04 ∣ avg_100 : 6.774286 ∣ l2loss : 6.790834 ∣ 
[  epoch 0005/0030] 1120/4800, lr:1.0e-04 ∣ avg_100 : 6.771605 ∣ l2loss : 6.852170 ∣ 
[  epoch 0005/0030] 1130/4800, lr:1.0e-04 ∣ avg_100 : 6.772865 ∣ l2loss : 6.929959 ∣ 
[  epoch 0005/0030] 1140/4800, lr:1.0e-04 ∣ avg_100 : 6.770916 ∣ l2loss : 6.687955 ∣ 
[  epoch 0005/0030] 1150/4800, lr:1.0e-04 ∣ avg_100 : 6.767326 ∣ l2loss : 6.780847 ∣ 
[  epoch 0005/0030] 1160/4800, lr:1.0e-04 ∣ avg_100 : 6.766094 ∣ l2loss : 6.686044 ∣ 
[  epoch 0005/0030] 1170/4800, lr:1.0e-04 ∣ avg_100 : 6.765889 ∣ l2loss : 6.704117 ∣ 
[  epoch 0005/0030] 1180/4800, lr:1.0e-04 ∣ avg_100 : 6.768736 ∣ l2loss : 6.864002 ∣ 
[  epoch 0005/0030] 1190/4800, lr:1.0e-04 ∣ avg_100 : 6.771995 ∣ l2loss : 6.922329 ∣ 
[  epoch 0005/0030] 1200/4800, lr:1.0e-04 ∣ avg_100 : 6.771398 ∣ l2loss : 6.600553 ∣ 
[  epoch 0005/0030] 1210/4800, lr:1.0e-04 ∣ avg_100 : 6.769033 ∣ l2loss : 6.641844 ∣ 
[  epoch 0005/0030] 1220/4800, lr:1.0e-04 ∣ avg_100 : 6.769297 ∣ l2loss : 6.977104 ∣ 
[  epoch 0005/0030] 1230/4800, lr:1.0e-04 ∣ avg_100 : 6.772166 ∣ l2loss : 6.950678 ∣ 
[  epoch 0005/0030] 1240/4800, lr:1.0e-04 ∣ avg_100 : 6.769883 ∣ l2loss : 6.710246 ∣ 
[  epoch 0005/0030] 1250/4800, lr:1.0e-04 ∣ avg_100 : 6.769278 ∣ l2loss : 6.685603 ∣ 
[  epoch 0005/0030] 1260/4800, lr:1.0e-04 ∣ avg_100 : 6.770191 ∣ l2loss : 6.898297 ∣ 
[  epoch 0005/0030] 1270/4800, lr:1.0e-04 ∣ avg_100 : 6.765465 ∣ l2loss : 6.630946 ∣ 
[  epoch 0005/0030] 1280/4800, lr:1.0e-04 ∣ avg_100 : 6.763194 ∣ l2loss : 6.666347 ∣ 
[  epoch 0005/0030] 1290/4800, lr:1.0e-04 ∣ avg_100 : 6.762841 ∣ l2loss : 6.644998 ∣ 
[  epoch 0005/0030] 1300/4800, lr:1.0e-04 ∣ avg_100 : 6.765281 ∣ l2loss : 6.933427 ∣ 
[  epoch 0005/0030] 1310/4800, lr:1.0e-04 ∣ avg_100 : 6.768009 ∣ l2loss : 7.055008 ∣ 
[  epoch 0005/0030] 1320/4800, lr:1.0e-04 ∣ avg_100 : 6.768860 ∣ l2loss : 7.033601 ∣ 
[  epoch 0005/0030] 1330/4800, lr:1.0e-04 ∣ avg_100 : 6.771709 ∣ l2loss : 6.771844 ∣ 
[  epoch 0005/0030] 1340/4800, lr:1.0e-04 ∣ avg_100 : 6.771508 ∣ l2loss : 6.892637 ∣ 
[  epoch 0005/0030] 1350/4800, lr:1.0e-04 ∣ avg_100 : 6.770969 ∣ l2loss : 6.782652 ∣ 
[  epoch 0005/0030] 1360/4800, lr:1.0e-04 ∣ avg_100 : 6.770906 ∣ l2loss : 6.800374 ∣ 
[  epoch 0005/0030] 1370/4800, lr:1.0e-04 ∣ avg_100 : 6.766548 ∣ l2loss : 6.580140 ∣ 
[  epoch 0005/0030] 1380/4800, lr:1.0e-04 ∣ avg_100 : 6.763619 ∣ l2loss : 6.584447 ∣ 
[  epoch 0005/0030] 1390/4800, lr:1.0e-04 ∣ avg_100 : 6.760371 ∣ l2loss : 6.659385 ∣ 
[  epoch 0005/0030] 1400/4800, lr:1.0e-04 ∣ avg_100 : 6.761016 ∣ l2loss : 6.547318 ∣ 
[  epoch 0005/0030] 1410/4800, lr:1.0e-04 ∣ avg_100 : 6.760529 ∣ l2loss : 6.643246 ∣ 
[  epoch 0005/0030] 1420/4800, lr:1.0e-04 ∣ avg_100 : 6.752383 ∣ l2loss : 6.192732 ∣ 
[  epoch 0005/0030] 1430/4800, lr:1.0e-04 ∣ avg_100 : 6.750669 ∣ l2loss : 6.630079 ∣ 
[  epoch 0005/0030] 1440/4800, lr:1.0e-04 ∣ avg_100 : 6.747477 ∣ l2loss : 6.365882 ∣ 
[  epoch 0005/0030] 1450/4800, lr:1.0e-04 ∣ avg_100 : 6.744356 ∣ l2loss : 6.351074 ∣ 
[  epoch 0005/0030] 1460/4800, lr:1.0e-04 ∣ avg_100 : 6.744674 ∣ l2loss : 6.866045 ∣ 
[  epoch 0005/0030] 1470/4800, lr:1.0e-04 ∣ avg_100 : 6.750734 ∣ l2loss : 7.127729 ∣ 
[  epoch 0005/0030] 1480/4800, lr:1.0e-04 ∣ avg_100 : 6.756272 ∣ l2loss : 6.834900 ∣ 
[  epoch 0005/0030] 1490/4800, lr:1.0e-04 ∣ avg_100 : 6.755621 ∣ l2loss : 6.630512 ∣ 
[  epoch 0005/0030] 1500/4800, lr:1.0e-04 ∣ avg_100 : 6.751985 ∣ l2loss : 6.707173 ∣ 
[  epoch 0005/0030] 1510/4800, lr:1.0e-04 ∣ avg_100 : 6.752293 ∣ l2loss : 6.678999 ∣ 
[  epoch 0005/0030] 1520/4800, lr:1.0e-04 ∣ avg_100 : 6.750229 ∣ l2loss : 6.561421 ∣ 
[  epoch 0005/0030] 1530/4800, lr:1.0e-04 ∣ avg_100 : 6.751090 ∣ l2loss : 6.711925 ∣ 
[  epoch 0005/0030] 1540/4800, lr:1.0e-04 ∣ avg_100 : 6.752224 ∣ l2loss : 6.784657 ∣ 
[  epoch 0005/0030] 1550/4800, lr:1.0e-04 ∣ avg_100 : 6.753484 ∣ l2loss : 6.813961 ∣ 
[  epoch 0005/0030] 1560/4800, lr:1.0e-04 ∣ avg_100 : 6.751283 ∣ l2loss : 6.589618 ∣ 
[  epoch 0005/0030] 1570/4800, lr:1.0e-04 ∣ avg_100 : 6.746039 ∣ l2loss : 6.386819 ∣ 
[  epoch 0005/0030] 1580/4800, lr:1.0e-04 ∣ avg_100 : 6.747344 ∣ l2loss : 6.741810 ∣ 
[  epoch 0005/0030] 1590/4800, lr:1.0e-04 ∣ avg_100 : 6.746174 ∣ l2loss : 7.043866 ∣ 
[  epoch 0005/0030] 1600/4800, lr:1.0e-04 ∣ avg_100 : 6.742160 ∣ l2loss : 6.838186 ∣ 
[  epoch 0005/0030] 1610/4800, lr:1.0e-04 ∣ avg_100 : 6.740701 ∣ l2loss : 6.533201 ∣ 
[  epoch 0005/0030] 1620/4800, lr:1.0e-04 ∣ avg_100 : 6.739181 ∣ l2loss : 6.550481 ∣ 
[  epoch 0005/0030] 1630/4800, lr:1.0e-04 ∣ avg_100 : 6.733848 ∣ l2loss : 6.334479 ∣ 
[  epoch 0005/0030] 1640/4800, lr:1.0e-04 ∣ avg_100 : 6.730276 ∣ l2loss : 6.444783 ∣ 
[  epoch 0005/0030] 1650/4800, lr:1.0e-04 ∣ avg_100 : 6.726539 ∣ l2loss : 6.524183 ∣ 
[  epoch 0005/0030] 1660/4800, lr:1.0e-04 ∣ avg_100 : 6.722073 ∣ l2loss : 6.611033 ∣ 
[  epoch 0005/0030] 1670/4800, lr:1.0e-04 ∣ avg_100 : 6.721917 ∣ l2loss : 6.682869 ∣ 
[  epoch 0005/0030] 1680/4800, lr:1.0e-04 ∣ avg_100 : 6.720794 ∣ l2loss : 6.681081 ∣ 
[  epoch 0005/0030] 1690/4800, lr:1.0e-04 ∣ avg_100 : 6.716993 ∣ l2loss : 6.539489 ∣ 
[  epoch 0005/0030] 1700/4800, lr:1.0e-04 ∣ avg_100 : 6.709423 ∣ l2loss : 6.396126 ∣ 
[  epoch 0005/0030] 1710/4800, lr:1.0e-04 ∣ avg_100 : 6.707997 ∣ l2loss : 6.637652 ∣ 
[  epoch 0005/0030] 1720/4800, lr:1.0e-04 ∣ avg_100 : 6.704118 ∣ l2loss : 6.678479 ∣ 
[  epoch 0005/0030] 1730/4800, lr:1.0e-04 ∣ avg_100 : 6.707153 ∣ l2loss : 7.054698 ∣ 
[  epoch 0005/0030] 1740/4800, lr:1.0e-04 ∣ avg_100 : 6.704372 ∣ l2loss : 6.755746 ∣ 
[  epoch 0005/0030] 1750/4800, lr:1.0e-04 ∣ avg_100 : 6.705041 ∣ l2loss : 6.610318 ∣ 
[  epoch 0005/0030] 1760/4800, lr:1.0e-04 ∣ avg_100 : 6.703489 ∣ l2loss : 6.829241 ∣ 
[  epoch 0005/0030] 1770/4800, lr:1.0e-04 ∣ avg_100 : 6.711099 ∣ l2loss : 7.126796 ∣ 
[  epoch 0005/0030] 1780/4800, lr:1.0e-04 ∣ avg_100 : 6.711462 ∣ l2loss : 6.808519 ∣ 
[  epoch 0005/0030] 1790/4800, lr:1.0e-04 ∣ avg_100 : 6.709963 ∣ l2loss : 6.484327 ∣ 
[  epoch 0005/0030] 1800/4800, lr:1.0e-04 ∣ avg_100 : 6.711384 ∣ l2loss : 6.883698 ∣ 
[  epoch 0005/0030] 1810/4800, lr:1.0e-04 ∣ avg_100 : 6.712445 ∣ l2loss : 6.478598 ∣ 
[  epoch 0005/0030] 1820/4800, lr:1.0e-04 ∣ avg_100 : 6.713662 ∣ l2loss : 6.728445 ∣ 
[  epoch 0005/0030] 1830/4800, lr:1.0e-04 ∣ avg_100 : 6.713198 ∣ l2loss : 6.659878 ∣ 
[  epoch 0005/0030] 1840/4800, lr:1.0e-04 ∣ avg_100 : 6.709757 ∣ l2loss : 6.536221 ∣ 
[  epoch 0005/0030] 1850/4800, lr:1.0e-04 ∣ avg_100 : 6.712525 ∣ l2loss : 6.724899 ∣ 
[  epoch 0005/0030] 1860/4800, lr:1.0e-04 ∣ avg_100 : 6.712855 ∣ l2loss : 6.840274 ∣ 
[  epoch 0005/0030] 1870/4800, lr:1.0e-04 ∣ avg_100 : 6.707506 ∣ l2loss : 6.487391 ∣ 
[  epoch 0005/0030] 1880/4800, lr:1.0e-04 ∣ avg_100 : 6.703990 ∣ l2loss : 6.488079 ∣ 
[  epoch 0005/0030] 1890/4800, lr:1.0e-04 ∣ avg_100 : 6.707051 ∣ l2loss : 6.864933 ∣ 
[  epoch 0005/0030] 1900/4800, lr:1.0e-04 ∣ avg_100 : 6.712484 ∣ l2loss : 6.713730 ∣ 
[  epoch 0005/0030] 1910/4800, lr:1.0e-04 ∣ avg_100 : 6.712478 ∣ l2loss : 7.065734 ∣ 
[  epoch 0005/0030] 1920/4800, lr:1.0e-04 ∣ avg_100 : 6.714832 ∣ l2loss : 7.072684 ∣ 
[  epoch 0005/0030] 1930/4800, lr:1.0e-04 ∣ avg_100 : 6.711564 ∣ l2loss : 6.560574 ∣ 
[  epoch 0005/0030] 1940/4800, lr:1.0e-04 ∣ avg_100 : 6.713255 ∣ l2loss : 6.828769 ∣ 
[  epoch 0005/0030] 1950/4800, lr:1.0e-04 ∣ avg_100 : 6.710175 ∣ l2loss : 6.441864 ∣ 
[  epoch 0005/0030] 1960/4800, lr:1.0e-04 ∣ avg_100 : 6.713352 ∣ l2loss : 6.728149 ∣ 
[  epoch 0005/0030] 1970/4800, lr:1.0e-04 ∣ avg_100 : 6.716154 ∣ l2loss : 6.714961 ∣ 
[  epoch 0005/0030] 1980/4800, lr:1.0e-04 ∣ avg_100 : 6.710884 ∣ l2loss : 6.533860 ∣ 
[  epoch 0005/0030] 1990/4800, lr:1.0e-04 ∣ avg_100 : 6.710363 ∣ l2loss : 6.821277 ∣ 
[  epoch 0005/0030] 2000/4800, lr:1.0e-04 ∣ avg_100 : 6.704164 ∣ l2loss : 6.281741 ∣ 
[  epoch 0005/0030] 2010/4800, lr:1.0e-04 ∣ avg_100 : 6.703054 ∣ l2loss : 6.622700 ∣ 
[  epoch 0005/0030] 2020/4800, lr:1.0e-04 ∣ avg_100 : 6.701491 ∣ l2loss : 6.605737 ∣ 
[  epoch 0005/0030] 2030/4800, lr:1.0e-04 ∣ avg_100 : 6.700265 ∣ l2loss : 6.660744 ∣ 
[  epoch 0005/0030] 2040/4800, lr:1.0e-04 ∣ avg_100 : 6.697592 ∣ l2loss : 6.293572 ∣ 
[  epoch 0005/0030] 2050/4800, lr:1.0e-04 ∣ avg_100 : 6.696518 ∣ l2loss : 6.588238 ∣ 
[  epoch 0005/0030] 2060/4800, lr:1.0e-04 ∣ avg_100 : 6.696359 ∣ l2loss : 6.587208 ∣ 
[  epoch 0005/0030] 2070/4800, lr:1.0e-04 ∣ avg_100 : 6.695959 ∣ l2loss : 6.630772 ∣ 
[  epoch 0005/0030] 2080/4800, lr:1.0e-04 ∣ avg_100 : 6.691925 ∣ l2loss : 6.503208 ∣ 
[  epoch 0005/0030] 2090/4800, lr:1.0e-04 ∣ avg_100 : 6.689021 ∣ l2loss : 6.204866 ∣ 
[  epoch 0005/0030] 2100/4800, lr:1.0e-04 ∣ avg_100 : 6.689550 ∣ l2loss : 6.752396 ∣ 
[  epoch 0005/0030] 2110/4800, lr:1.0e-04 ∣ avg_100 : 6.686346 ∣ l2loss : 6.470365 ∣ 
[  epoch 0005/0030] 2120/4800, lr:1.0e-04 ∣ avg_100 : 6.683849 ∣ l2loss : 6.602499 ∣ 
[  epoch 0005/0030] 2130/4800, lr:1.0e-04 ∣ avg_100 : 6.679184 ∣ l2loss : 6.463407 ∣ 
[  epoch 0005/0030] 2140/4800, lr:1.0e-04 ∣ avg_100 : 6.680410 ∣ l2loss : 6.810557 ∣ 
[  epoch 0005/0030] 2150/4800, lr:1.0e-04 ∣ avg_100 : 6.679459 ∣ l2loss : 6.685771 ∣ 
[  epoch 0005/0030] 2160/4800, lr:1.0e-04 ∣ avg_100 : 6.678845 ∣ l2loss : 6.624682 ∣ 
[  epoch 0005/0030] 2170/4800, lr:1.0e-04 ∣ avg_100 : 6.675337 ∣ l2loss : 6.353260 ∣ 
[  epoch 0005/0030] 2180/4800, lr:1.0e-04 ∣ avg_100 : 6.672464 ∣ l2loss : 6.576742 ∣ 
[  epoch 0005/0030] 2190/4800, lr:1.0e-04 ∣ avg_100 : 6.666921 ∣ l2loss : 6.368028 ∣ 
[  epoch 0005/0030] 2200/4800, lr:1.0e-04 ∣ avg_100 : 6.667346 ∣ l2loss : 6.643019 ∣ 
[  epoch 0005/0030] 2210/4800, lr:1.0e-04 ∣ avg_100 : 6.666487 ∣ l2loss : 6.555958 ∣ 
[  epoch 0005/0030] 2220/4800, lr:1.0e-04 ∣ avg_100 : 6.660417 ∣ l2loss : 6.370103 ∣ 
[  epoch 0005/0030] 2230/4800, lr:1.0e-04 ∣ avg_100 : 6.658018 ∣ l2loss : 6.710843 ∣ 
[  epoch 0005/0030] 2240/4800, lr:1.0e-04 ∣ avg_100 : 6.656886 ∣ l2loss : 6.597003 ∣ 
[  epoch 0005/0030] 2250/4800, lr:1.0e-04 ∣ avg_100 : 6.657899 ∣ l2loss : 6.786864 ∣ 
[  epoch 0005/0030] 2260/4800, lr:1.0e-04 ∣ avg_100 : 6.654312 ∣ l2loss : 6.539626 ∣ 
[  epoch 0005/0030] 2270/4800, lr:1.0e-04 ∣ avg_100 : 6.653087 ∣ l2loss : 6.508430 ∣ 
[  epoch 0005/0030] 2280/4800, lr:1.0e-04 ∣ avg_100 : 6.651710 ∣ l2loss : 6.528646 ∣ 
[  epoch 0005/0030] 2290/4800, lr:1.0e-04 ∣ avg_100 : 6.652671 ∣ l2loss : 6.741079 ∣ 
[  epoch 0005/0030] 2300/4800, lr:1.0e-04 ∣ avg_100 : 6.648458 ∣ l2loss : 6.512145 ∣ 
[  epoch 0005/0030] 2310/4800, lr:1.0e-04 ∣ avg_100 : 6.642983 ∣ l2loss : 6.507499 ∣ 
[  epoch 0005/0030] 2320/4800, lr:1.0e-04 ∣ avg_100 : 6.637887 ∣ l2loss : 6.524014 ∣ 
[  epoch 0005/0030] 2330/4800, lr:1.0e-04 ∣ avg_100 : 6.636533 ∣ l2loss : 6.636509 ∣ 
[  epoch 0005/0030] 2340/4800, lr:1.0e-04 ∣ avg_100 : 6.635881 ∣ l2loss : 6.827443 ∣ 
[  epoch 0005/0030] 2350/4800, lr:1.0e-04 ∣ avg_100 : 6.632638 ∣ l2loss : 6.458297 ∣ 
[  epoch 0005/0030] 2360/4800, lr:1.0e-04 ∣ avg_100 : 6.631815 ∣ l2loss : 6.718095 ∣ 
[  epoch 0005/0030] 2370/4800, lr:1.0e-04 ∣ avg_100 : 6.632093 ∣ l2loss : 6.607953 ∣ 
[  epoch 0005/0030] 2380/4800, lr:1.0e-04 ∣ avg_100 : 6.632515 ∣ l2loss : 6.626654 ∣ 
[  epoch 0005/0030] 2390/4800, lr:1.0e-04 ∣ avg_100 : 6.633124 ∣ l2loss : 6.720268 ∣ 
[  epoch 0005/0030] 2400/4800, lr:1.0e-04 ∣ avg_100 : 6.633430 ∣ l2loss : 6.577950 ∣ 
[  epoch 0005/0030] 2410/4800, lr:1.0e-04 ∣ avg_100 : 6.633612 ∣ l2loss : 6.661383 ∣ 
[  epoch 0005/0030] 2420/4800, lr:1.0e-04 ∣ avg_100 : 6.635934 ∣ l2loss : 6.424923 ∣ 
[  epoch 0005/0030] 2430/4800, lr:1.0e-04 ∣ avg_100 : 6.636762 ∣ l2loss : 6.712922 ∣ 
[  epoch 0005/0030] 2440/4800, lr:1.0e-04 ∣ avg_100 : 6.640044 ∣ l2loss : 6.694056 ∣ 
[  epoch 0005/0030] 2450/4800, lr:1.0e-04 ∣ avg_100 : 6.640310 ∣ l2loss : 6.377646 ∣ 
[  epoch 0005/0030] 2460/4800, lr:1.0e-04 ∣ avg_100 : 6.638753 ∣ l2loss : 6.710403 ∣ 
[  epoch 0005/0030] 2470/4800, lr:1.0e-04 ∣ avg_100 : 6.631046 ∣ l2loss : 6.356984 ∣ 
[  epoch 0005/0030] 2480/4800, lr:1.0e-04 ∣ avg_100 : 6.627978 ∣ l2loss : 6.528097 ∣ 
[  epoch 0005/0030] 2490/4800, lr:1.0e-04 ∣ avg_100 : 6.629286 ∣ l2loss : 6.761346 ∣ 
[  epoch 0005/0030] 2500/4800, lr:1.0e-04 ∣ avg_100 : 6.628580 ∣ l2loss : 6.636544 ∣ 
[  epoch 0005/0030] 2510/4800, lr:1.0e-04 ∣ avg_100 : 6.628155 ∣ l2loss : 6.636477 ∣ 
[  epoch 0005/0030] 2520/4800, lr:1.0e-04 ∣ avg_100 : 6.628738 ∣ l2loss : 6.619791 ∣ 
[  epoch 0005/0030] 2530/4800, lr:1.0e-04 ∣ avg_100 : 6.629262 ∣ l2loss : 6.764301 ∣ 
[  epoch 0005/0030] 2540/4800, lr:1.0e-04 ∣ avg_100 : 6.629768 ∣ l2loss : 6.835299 ∣ 
[  epoch 0005/0030] 2550/4800, lr:1.0e-04 ∣ avg_100 : 6.626985 ∣ l2loss : 6.535632 ∣ 
[  epoch 0005/0030] 2560/4800, lr:1.0e-04 ∣ avg_100 : 6.628647 ∣ l2loss : 6.755840 ∣ 
[  epoch 0005/0030] 2570/4800, lr:1.0e-04 ∣ avg_100 : 6.631384 ∣ l2loss : 6.660483 ∣ 
[  epoch 0005/0030] 2580/4800, lr:1.0e-04 ∣ avg_100 : 6.630869 ∣ l2loss : 6.690350 ∣ 
[  epoch 0005/0030] 2590/4800, lr:1.0e-04 ∣ avg_100 : 6.625873 ∣ l2loss : 6.544212 ∣ 
[  epoch 0005/0030] 2600/4800, lr:1.0e-04 ∣ avg_100 : 6.623438 ∣ l2loss : 6.594701 ∣ 
[  epoch 0005/0030] 2610/4800, lr:1.0e-04 ∣ avg_100 : 6.626731 ∣ l2loss : 6.862457 ∣ 
[  epoch 0005/0030] 2620/4800, lr:1.0e-04 ∣ avg_100 : 6.624710 ∣ l2loss : 6.348414 ∣ 
[  epoch 0005/0030] 2630/4800, lr:1.0e-04 ∣ avg_100 : 6.628167 ∣ l2loss : 6.680145 ∣ 
[  epoch 0005/0030] 2640/4800, lr:1.0e-04 ∣ avg_100 : 6.631255 ∣ l2loss : 6.753673 ∣ 
[  epoch 0005/0030] 2650/4800, lr:1.0e-04 ∣ avg_100 : 6.631372 ∣ l2loss : 6.535828 ∣ 
[  epoch 0005/0030] 2660/4800, lr:1.0e-04 ∣ avg_100 : 6.634483 ∣ l2loss : 6.922185 ∣ 
[  epoch 0005/0030] 2670/4800, lr:1.0e-04 ∣ avg_100 : 6.631087 ∣ l2loss : 6.343187 ∣ 
[  epoch 0005/0030] 2680/4800, lr:1.0e-04 ∣ avg_100 : 6.630895 ∣ l2loss : 6.661881 ∣ 
[  epoch 0005/0030] 2690/4800, lr:1.0e-04 ∣ avg_100 : 6.629838 ∣ l2loss : 6.433791 ∣ 
[  epoch 0005/0030] 2700/4800, lr:1.0e-04 ∣ avg_100 : 6.633260 ∣ l2loss : 6.738366 ∣ 
[  epoch 0005/0030] 2710/4800, lr:1.0e-04 ∣ avg_100 : 6.634223 ∣ l2loss : 6.733909 ∣ 
[  epoch 0005/0030] 2720/4800, lr:1.0e-04 ∣ avg_100 : 6.634390 ∣ l2loss : 6.695245 ∣ 
[  epoch 0005/0030] 2730/4800, lr:1.0e-04 ∣ avg_100 : 6.630005 ∣ l2loss : 6.616217 ∣ 
[  epoch 0005/0030] 2740/4800, lr:1.0e-04 ∣ avg_100 : 6.626016 ∣ l2loss : 6.356847 ∣ 
[  epoch 0005/0030] 2750/4800, lr:1.0e-04 ∣ avg_100 : 6.626538 ∣ l2loss : 6.662502 ∣ 
[  epoch 0005/0030] 2760/4800, lr:1.0e-04 ∣ avg_100 : 6.626060 ∣ l2loss : 6.781394 ∣ 
[  epoch 0005/0030] 2770/4800, lr:1.0e-04 ∣ avg_100 : 6.619318 ∣ l2loss : 6.452605 ∣ 
[  epoch 0005/0030] 2780/4800, lr:1.0e-04 ∣ avg_100 : 6.616639 ∣ l2loss : 6.540621 ∣ 
[  epoch 0005/0030] 2790/4800, lr:1.0e-04 ∣ avg_100 : 6.618702 ∣ l2loss : 6.690630 ∣ 
[  epoch 0005/0030] 2800/4800, lr:1.0e-04 ∣ avg_100 : 6.617523 ∣ l2loss : 6.765769 ∣ 
[  epoch 0005/0030] 2810/4800, lr:1.0e-04 ∣ avg_100 : 6.619578 ∣ l2loss : 6.684112 ∣ 
[  epoch 0005/0030] 2820/4800, lr:1.0e-04 ∣ avg_100 : 6.615708 ∣ l2loss : 6.341443 ∣ 
[  epoch 0005/0030] 2830/4800, lr:1.0e-04 ∣ avg_100 : 6.614677 ∣ l2loss : 6.556818 ∣ 
[  epoch 0005/0030] 2840/4800, lr:1.0e-04 ∣ avg_100 : 6.611546 ∣ l2loss : 6.223140 ∣ 
[  epoch 0005/0030] 2850/4800, lr:1.0e-04 ∣ avg_100 : 6.610884 ∣ l2loss : 6.658644 ∣ 
[  epoch 0005/0030] 2860/4800, lr:1.0e-04 ∣ avg_100 : 6.609306 ∣ l2loss : 6.682509 ∣ 
[  epoch 0005/0030] 2870/4800, lr:1.0e-04 ∣ avg_100 : 6.608583 ∣ l2loss : 6.415104 ∣ 
[  epoch 0005/0030] 2880/4800, lr:1.0e-04 ∣ avg_100 : 6.612583 ∣ l2loss : 6.888015 ∣ 
[  epoch 0005/0030] 2890/4800, lr:1.0e-04 ∣ avg_100 : 6.609395 ∣ l2loss : 6.546156 ∣ 
[  epoch 0005/0030] 2900/4800, lr:1.0e-04 ∣ avg_100 : 6.609185 ∣ l2loss : 6.692720 ∣ 
[  epoch 0005/0030] 2910/4800, lr:1.0e-04 ∣ avg_100 : 6.603355 ∣ l2loss : 6.482763 ∣ 
[  epoch 0005/0030] 2920/4800, lr:1.0e-04 ∣ avg_100 : 6.597303 ∣ l2loss : 6.467466 ∣ 
[  epoch 0005/0030] 2930/4800, lr:1.0e-04 ∣ avg_100 : 6.597394 ∣ l2loss : 6.569647 ∣ 
[  epoch 0005/0030] 2940/4800, lr:1.0e-04 ∣ avg_100 : 6.594943 ∣ l2loss : 6.583694 ∣ 
[  epoch 0005/0030] 2950/4800, lr:1.0e-04 ∣ avg_100 : 6.595359 ∣ l2loss : 6.483431 ∣ 
[  epoch 0005/0030] 2960/4800, lr:1.0e-04 ∣ avg_100 : 6.597389 ∣ l2loss : 6.931188 ∣ 
[  epoch 0005/0030] 2970/4800, lr:1.0e-04 ∣ avg_100 : 6.597474 ∣ l2loss : 6.723476 ∣ 
[  epoch 0005/0030] 2980/4800, lr:1.0e-04 ∣ avg_100 : 6.599190 ∣ l2loss : 6.705448 ∣ 
[  epoch 0005/0030] 2990/4800, lr:1.0e-04 ∣ avg_100 : 6.596843 ∣ l2loss : 6.586573 ∣ 
[  epoch 0005/0030] 3000/4800, lr:1.0e-04 ∣ avg_100 : 6.599202 ∣ l2loss : 6.517599 ∣ 
[  epoch 0005/0030] 3010/4800, lr:1.0e-04 ∣ avg_100 : 6.596465 ∣ l2loss : 6.349073 ∣ 
[  epoch 0005/0030] 3020/4800, lr:1.0e-04 ∣ avg_100 : 6.598171 ∣ l2loss : 6.776288 ∣ 
[  epoch 0005/0030] 3030/4800, lr:1.0e-04 ∣ avg_100 : 6.596893 ∣ l2loss : 6.532955 ∣ 
[  epoch 0005/0030] 3040/4800, lr:1.0e-04 ∣ avg_100 : 6.601233 ∣ l2loss : 6.727561 ∣ 
[  epoch 0005/0030] 3050/4800, lr:1.0e-04 ∣ avg_100 : 6.602959 ∣ l2loss : 6.760902 ∣ 
[  epoch 0005/0030] 3060/4800, lr:1.0e-04 ∣ avg_100 : 6.600304 ∣ l2loss : 6.321623 ∣ 
[  epoch 0005/0030] 3070/4800, lr:1.0e-04 ∣ avg_100 : 6.598332 ∣ l2loss : 6.433650 ∣ 
[  epoch 0005/0030] 3080/4800, lr:1.0e-04 ∣ avg_100 : 6.599281 ∣ l2loss : 6.598097 ∣ 
[  epoch 0005/0030] 3090/4800, lr:1.0e-04 ∣ avg_100 : 6.603352 ∣ l2loss : 6.611919 ∣ 
[  epoch 0005/0030] 3100/4800, lr:1.0e-04 ∣ avg_100 : 6.601757 ∣ l2loss : 6.592938 ∣ 
[  epoch 0005/0030] 3110/4800, lr:1.0e-04 ∣ avg_100 : 6.603583 ∣ l2loss : 6.652947 ∣ 
[  epoch 0005/0030] 3120/4800, lr:1.0e-04 ∣ avg_100 : 6.601261 ∣ l2loss : 6.370261 ∣ 
[  epoch 0005/0030] 3130/4800, lr:1.0e-04 ∣ avg_100 : 6.601155 ∣ l2loss : 6.452808 ∣ 
[  epoch 0005/0030] 3140/4800, lr:1.0e-04 ∣ avg_100 : 6.597256 ∣ l2loss : 6.420667 ∣ 
[  epoch 0005/0030] 3150/4800, lr:1.0e-04 ∣ avg_100 : 6.598652 ∣ l2loss : 6.825441 ∣ 
[  epoch 0005/0030] 3160/4800, lr:1.0e-04 ∣ avg_100 : 6.601789 ∣ l2loss : 6.938351 ∣ 
[  epoch 0005/0030] 3170/4800, lr:1.0e-04 ∣ avg_100 : 6.602395 ∣ l2loss : 6.413819 ∣ 
[  epoch 0005/0030] 3180/4800, lr:1.0e-04 ∣ avg_100 : 6.601689 ∣ l2loss : 6.506193 ∣ 
[  epoch 0005/0030] 3190/4800, lr:1.0e-04 ∣ avg_100 : 6.604443 ∣ l2loss : 6.643368 ∣ 
[  epoch 0005/0030] 3200/4800, lr:1.0e-04 ∣ avg_100 : 6.606281 ∣ l2loss : 6.826847 ∣ 
[  epoch 0005/0030] 3210/4800, lr:1.0e-04 ∣ avg_100 : 6.606273 ∣ l2loss : 6.555153 ∣ 
[  epoch 0005/0030] 3220/4800, lr:1.0e-04 ∣ avg_100 : 6.604794 ∣ l2loss : 6.222202 ∣ 
[  epoch 0005/0030] 3230/4800, lr:1.0e-04 ∣ avg_100 : 6.600900 ∣ l2loss : 6.321483 ∣ 
[  epoch 0005/0030] 3240/4800, lr:1.0e-04 ∣ avg_100 : 6.600587 ∣ l2loss : 6.565632 ∣ 
[  epoch 0005/0030] 3250/4800, lr:1.0e-04 ∣ avg_100 : 6.599586 ∣ l2loss : 6.686810 ∣ 
[  epoch 0005/0030] 3260/4800, lr:1.0e-04 ∣ avg_100 : 6.598414 ∣ l2loss : 6.422430 ∣ 
[  epoch 0005/0030] 3270/4800, lr:1.0e-04 ∣ avg_100 : 6.599003 ∣ l2loss : 6.567295 ∣ 
[  epoch 0005/0030] 3280/4800, lr:1.0e-04 ∣ avg_100 : 6.597294 ∣ l2loss : 6.357756 ∣ 
[  epoch 0005/0030] 3290/4800, lr:1.0e-04 ∣ avg_100 : 6.596485 ∣ l2loss : 6.660164 ∣ 
[  epoch 0005/0030] 3300/4800, lr:1.0e-04 ∣ avg_100 : 6.601314 ∣ l2loss : 6.995091 ∣ 
[  epoch 0005/0030] 3310/4800, lr:1.0e-04 ∣ avg_100 : 6.603262 ∣ l2loss : 6.702332 ∣ 
[  epoch 0005/0030] 3320/4800, lr:1.0e-04 ∣ avg_100 : 6.606662 ∣ l2loss : 6.863945 ∣ 
[  epoch 0005/0030] 3330/4800, lr:1.0e-04 ∣ avg_100 : 6.607477 ∣ l2loss : 6.718000 ∣ 
[  epoch 0005/0030] 3340/4800, lr:1.0e-04 ∣ avg_100 : 6.603776 ∣ l2loss : 6.457381 ∣ 
[  epoch 0005/0030] 3350/4800, lr:1.0e-04 ∣ avg_100 : 6.606195 ∣ l2loss : 6.700151 ∣ 
[  epoch 0005/0030] 3360/4800, lr:1.0e-04 ∣ avg_100 : 6.604520 ∣ l2loss : 6.550594 ∣ 
[  epoch 0005/0030] 3370/4800, lr:1.0e-04 ∣ avg_100 : 6.604424 ∣ l2loss : 6.598391 ∣ 
[  epoch 0005/0030] 3380/4800, lr:1.0e-04 ∣ avg_100 : 6.604470 ∣ l2loss : 6.631288 ∣ 
[  epoch 0005/0030] 3390/4800, lr:1.0e-04 ∣ avg_100 : 6.601099 ∣ l2loss : 6.383101 ∣ 
[  epoch 0005/0030] 3400/4800, lr:1.0e-04 ∣ avg_100 : 6.599201 ∣ l2loss : 6.388211 ∣ 
[  epoch 0005/0030] 3410/4800, lr:1.0e-04 ∣ avg_100 : 6.594007 ∣ l2loss : 6.141954 ∣ 
[  epoch 0005/0030] 3420/4800, lr:1.0e-04 ∣ avg_100 : 6.594611 ∣ l2loss : 6.485316 ∣ 
[  epoch 0005/0030] 3430/4800, lr:1.0e-04 ∣ avg_100 : 6.591135 ∣ l2loss : 6.365298 ∣ 
[  epoch 0005/0030] 3440/4800, lr:1.0e-04 ∣ avg_100 : 6.588069 ∣ l2loss : 6.387518 ∣ 
[  epoch 0005/0030] 3450/4800, lr:1.0e-04 ∣ avg_100 : 6.589270 ∣ l2loss : 6.497772 ∣ 
[  epoch 0005/0030] 3460/4800, lr:1.0e-04 ∣ avg_100 : 6.588272 ∣ l2loss : 6.610509 ∣ 
[  epoch 0005/0030] 3470/4800, lr:1.0e-04 ∣ avg_100 : 6.589618 ∣ l2loss : 6.491660 ∣ 
[  epoch 0005/0030] 3480/4800, lr:1.0e-04 ∣ avg_100 : 6.590128 ∣ l2loss : 6.579033 ∣ 
[  epoch 0005/0030] 3490/4800, lr:1.0e-04 ∣ avg_100 : 6.587809 ∣ l2loss : 6.529510 ∣ 
[  epoch 0005/0030] 3500/4800, lr:1.0e-04 ∣ avg_100 : 6.585763 ∣ l2loss : 6.431940 ∣ 
[  epoch 0005/0030] 3510/4800, lr:1.0e-04 ∣ avg_100 : 6.583469 ∣ l2loss : 6.407101 ∣ 
[  epoch 0005/0030] 3520/4800, lr:1.0e-04 ∣ avg_100 : 6.583859 ∣ l2loss : 6.658751 ∣ 
[  epoch 0005/0030] 3530/4800, lr:1.0e-04 ∣ avg_100 : 6.581771 ∣ l2loss : 6.555500 ∣ 
[  epoch 0005/0030] 3540/4800, lr:1.0e-04 ∣ avg_100 : 6.578687 ∣ l2loss : 6.526939 ∣ 
[  epoch 0005/0030] 3550/4800, lr:1.0e-04 ∣ avg_100 : 6.577564 ∣ l2loss : 6.423293 ∣ 
[  epoch 0005/0030] 3560/4800, lr:1.0e-04 ∣ avg_100 : 6.572446 ∣ l2loss : 6.244071 ∣ 
[  epoch 0005/0030] 3570/4800, lr:1.0e-04 ∣ avg_100 : 6.571900 ∣ l2loss : 6.605819 ∣ 
[  epoch 0005/0030] 3580/4800, lr:1.0e-04 ∣ avg_100 : 6.570747 ∣ l2loss : 6.575045 ∣ 
[  epoch 0005/0030] 3590/4800, lr:1.0e-04 ∣ avg_100 : 6.575436 ∣ l2loss : 7.013138 ∣ 
[  epoch 0005/0030] 3600/4800, lr:1.0e-04 ∣ avg_100 : 6.575675 ∣ l2loss : 6.618644 ∣ 
[  epoch 0005/0030] 3610/4800, lr:1.0e-04 ∣ avg_100 : 6.572150 ∣ l2loss : 6.509902 ∣ 
[  epoch 0005/0030] 3620/4800, lr:1.0e-04 ∣ avg_100 : 6.574486 ∣ l2loss : 6.581998 ∣ 
[  epoch 0005/0030] 3630/4800, lr:1.0e-04 ∣ avg_100 : 6.572878 ∣ l2loss : 6.519419 ∣ 
[  epoch 0005/0030] 3640/4800, lr:1.0e-04 ∣ avg_100 : 6.572410 ∣ l2loss : 6.706859 ∣ 
[  epoch 0005/0030] 3650/4800, lr:1.0e-04 ∣ avg_100 : 6.572267 ∣ l2loss : 6.521552 ∣ 
[  epoch 0005/0030] 3660/4800, lr:1.0e-04 ∣ avg_100 : 6.566896 ∣ l2loss : 6.385086 ∣ 
[  epoch 0005/0030] 3670/4800, lr:1.0e-04 ∣ avg_100 : 6.568067 ∣ l2loss : 6.460262 ∣ 
[  epoch 0005/0030] 3680/4800, lr:1.0e-04 ∣ avg_100 : 6.567197 ∣ l2loss : 6.574832 ∣ 
[  epoch 0005/0030] 3690/4800, lr:1.0e-04 ∣ avg_100 : 6.566376 ∣ l2loss : 6.351733 ∣ 
[  epoch 0005/0030] 3700/4800, lr:1.0e-04 ∣ avg_100 : 6.564172 ∣ l2loss : 6.517958 ∣ 
[  epoch 0005/0030] 3710/4800, lr:1.0e-04 ∣ avg_100 : 6.559379 ∣ l2loss : 6.254632 ∣ 
[  epoch 0005/0030] 3720/4800, lr:1.0e-04 ∣ avg_100 : 6.559215 ∣ l2loss : 6.678811 ∣ 
[  epoch 0005/0030] 3730/4800, lr:1.0e-04 ∣ avg_100 : 6.560033 ∣ l2loss : 6.697994 ∣ 
[  epoch 0005/0030] 3740/4800, lr:1.0e-04 ∣ avg_100 : 6.560671 ∣ l2loss : 6.420626 ∣ 
[  epoch 0005/0030] 3750/4800, lr:1.0e-04 ∣ avg_100 : 6.559026 ∣ l2loss : 6.498034 ∣ 
[  epoch 0005/0030] 3760/4800, lr:1.0e-04 ∣ avg_100 : 6.555671 ∣ l2loss : 6.445913 ∣ 
[  epoch 0005/0030] 3770/4800, lr:1.0e-04 ∣ avg_100 : 6.559646 ∣ l2loss : 6.850128 ∣ 
[  epoch 0005/0030] 3780/4800, lr:1.0e-04 ∣ avg_100 : 6.559090 ∣ l2loss : 6.484994 ∣ 
[  epoch 0005/0030] 3790/4800, lr:1.0e-04 ∣ avg_100 : 6.560562 ∣ l2loss : 6.837784 ∣ 
[  epoch 0005/0030] 3800/4800, lr:1.0e-04 ∣ avg_100 : 6.557539 ∣ l2loss : 6.463519 ∣ 
[  epoch 0005/0030] 3810/4800, lr:1.0e-04 ∣ avg_100 : 6.558115 ∣ l2loss : 6.741752 ∣ 
[  epoch 0005/0030] 3820/4800, lr:1.0e-04 ∣ avg_100 : 6.561474 ∣ l2loss : 6.677301 ∣ 
[  epoch 0005/0030] 3830/4800, lr:1.0e-04 ∣ avg_100 : 6.564106 ∣ l2loss : 6.819989 ∣ 
[  epoch 0005/0030] 3840/4800, lr:1.0e-04 ∣ avg_100 : 6.565987 ∣ l2loss : 6.411217 ∣ 
[  epoch 0005/0030] 3850/4800, lr:1.0e-04 ∣ avg_100 : 6.564912 ∣ l2loss : 6.551213 ∣ 
[  epoch 0005/0030] 3860/4800, lr:1.0e-04 ∣ avg_100 : 6.561822 ∣ l2loss : 6.373465 ∣ 
[  epoch 0005/0030] 3870/4800, lr:1.0e-04 ∣ avg_100 : 6.561369 ∣ l2loss : 6.369830 ∣ 
[  epoch 0005/0030] 3880/4800, lr:1.0e-04 ∣ avg_100 : 6.556506 ∣ l2loss : 6.401692 ∣ 
[  epoch 0005/0030] 3890/4800, lr:1.0e-04 ∣ avg_100 : 6.558563 ∣ l2loss : 6.751907 ∣ 
[  epoch 0005/0030] 3900/4800, lr:1.0e-04 ∣ avg_100 : 6.553339 ∣ l2loss : 6.170241 ∣ 
[  epoch 0005/0030] 3910/4800, lr:1.0e-04 ∣ avg_100 : 6.555044 ∣ l2loss : 6.653332 ∣ 
[  epoch 0005/0030] 3920/4800, lr:1.0e-04 ∣ avg_100 : 6.554333 ∣ l2loss : 6.396361 ∣ 
[  epoch 0005/0030] 3930/4800, lr:1.0e-04 ∣ avg_100 : 6.553600 ∣ l2loss : 6.496373 ∣ 
[  epoch 0005/0030] 3940/4800, lr:1.0e-04 ∣ avg_100 : 6.550244 ∣ l2loss : 6.248072 ∣ 
[  epoch 0005/0030] 3950/4800, lr:1.0e-04 ∣ avg_100 : 6.552211 ∣ l2loss : 6.680109 ∣ 
[  epoch 0005/0030] 3960/4800, lr:1.0e-04 ∣ avg_100 : 6.544937 ∣ l2loss : 6.203768 ∣ 
[  epoch 0005/0030] 3970/4800, lr:1.0e-04 ∣ avg_100 : 6.539360 ∣ l2loss : 6.165833 ∣ 
[  epoch 0005/0030] 3980/4800, lr:1.0e-04 ∣ avg_100 : 6.535905 ∣ l2loss : 6.359936 ∣ 
[  epoch 0005/0030] 3990/4800, lr:1.0e-04 ∣ avg_100 : 6.536970 ∣ l2loss : 6.693055 ∣ 
[  epoch 0005/0030] 4000/4800, lr:1.0e-04 ∣ avg_100 : 6.536302 ∣ l2loss : 6.450796 ∣ 
[  epoch 0005/0030] 4010/4800, lr:1.0e-04 ∣ avg_100 : 6.537404 ∣ l2loss : 6.459223 ∣ 
[  epoch 0005/0030] 4020/4800, lr:1.0e-04 ∣ avg_100 : 6.531221 ∣ l2loss : 6.158006 ∣ 
[  epoch 0005/0030] 4030/4800, lr:1.0e-04 ∣ avg_100 : 6.532403 ∣ l2loss : 6.651179 ∣ 
[  epoch 0005/0030] 4040/4800, lr:1.0e-04 ∣ avg_100 : 6.531742 ∣ l2loss : 6.661463 ∣ 
[  epoch 0005/0030] 4050/4800, lr:1.0e-04 ∣ avg_100 : 6.529831 ∣ l2loss : 6.569826 ∣ 
[  epoch 0005/0030] 4060/4800, lr:1.0e-04 ∣ avg_100 : 6.532201 ∣ l2loss : 6.558606 ∣ 
[  epoch 0005/0030] 4070/4800, lr:1.0e-04 ∣ avg_100 : 6.532692 ∣ l2loss : 6.482763 ∣ 
[  epoch 0005/0030] 4080/4800, lr:1.0e-04 ∣ avg_100 : 6.530051 ∣ l2loss : 6.334017 ∣ 
[  epoch 0005/0030] 4090/4800, lr:1.0e-04 ∣ avg_100 : 6.530610 ∣ l2loss : 6.667775 ∣ 
[  epoch 0005/0030] 4100/4800, lr:1.0e-04 ∣ avg_100 : 6.529984 ∣ l2loss : 6.530296 ∣ 
[  epoch 0005/0030] 4110/4800, lr:1.0e-04 ∣ avg_100 : 6.528191 ∣ l2loss : 6.473719 ∣ 
[  epoch 0005/0030] 4120/4800, lr:1.0e-04 ∣ avg_100 : 6.528438 ∣ l2loss : 6.394989 ∣ 
[  epoch 0005/0030] 4130/4800, lr:1.0e-04 ∣ avg_100 : 6.528156 ∣ l2loss : 6.424589 ∣ 
[  epoch 0005/0030] 4140/4800, lr:1.0e-04 ∣ avg_100 : 6.527762 ∣ l2loss : 6.381267 ∣ 
[  epoch 0005/0030] 4150/4800, lr:1.0e-04 ∣ avg_100 : 6.524802 ∣ l2loss : 6.529432 ∣ 
[  epoch 0005/0030] 4160/4800, lr:1.0e-04 ∣ avg_100 : 6.519862 ∣ l2loss : 6.444348 ∣ 
[  epoch 0005/0030] 4170/4800, lr:1.0e-04 ∣ avg_100 : 6.522442 ∣ l2loss : 6.671812 ∣ 
[  epoch 0005/0030] 4180/4800, lr:1.0e-04 ∣ avg_100 : 6.526167 ∣ l2loss : 6.878662 ∣ 
[  epoch 0005/0030] 4190/4800, lr:1.0e-04 ∣ avg_100 : 6.522404 ∣ l2loss : 6.267095 ∣ 
[  epoch 0005/0030] 4200/4800, lr:1.0e-04 ∣ avg_100 : 6.518211 ∣ l2loss : 6.407502 ∣ 
[  epoch 0005/0030] 4210/4800, lr:1.0e-04 ∣ avg_100 : 6.519044 ∣ l2loss : 6.638528 ∣ 
[  epoch 0005/0030] 4220/4800, lr:1.0e-04 ∣ avg_100 : 6.523409 ∣ l2loss : 6.658704 ∣ 
[  epoch 0005/0030] 4230/4800, lr:1.0e-04 ∣ avg_100 : 6.524547 ∣ l2loss : 6.435198 ∣ 
[  epoch 0005/0030] 4240/4800, lr:1.0e-04 ∣ avg_100 : 6.522208 ∣ l2loss : 6.331777 ∣ 
[  epoch 0005/0030] 4250/4800, lr:1.0e-04 ∣ avg_100 : 6.514963 ∣ l2loss : 5.962260 ∣ 
[  epoch 0005/0030] 4260/4800, lr:1.0e-04 ∣ avg_100 : 6.516414 ∣ l2loss : 6.567566 ∣ 
[  epoch 0005/0030] 4270/4800, lr:1.0e-04 ∣ avg_100 : 6.513809 ∣ l2loss : 6.306791 ∣ 
[  epoch 0005/0030] 4280/4800, lr:1.0e-04 ∣ avg_100 : 6.514106 ∣ l2loss : 6.387485 ∣ 
[  epoch 0005/0030] 4290/4800, lr:1.0e-04 ∣ avg_100 : 6.511430 ∣ l2loss : 6.392585 ∣ 
[  epoch 0005/0030] 4300/4800, lr:1.0e-04 ∣ avg_100 : 6.507160 ∣ l2loss : 6.568088 ∣ 
[  epoch 0005/0030] 4310/4800, lr:1.0e-04 ∣ avg_100 : 6.502178 ∣ l2loss : 6.204139 ∣ 
[  epoch 0005/0030] 4320/4800, lr:1.0e-04 ∣ avg_100 : 6.497050 ∣ l2loss : 6.351071 ∣ 
[  epoch 0005/0030] 4330/4800, lr:1.0e-04 ∣ avg_100 : 6.494863 ∣ l2loss : 6.499383 ∣ 
[  epoch 0005/0030] 4340/4800, lr:1.0e-04 ∣ avg_100 : 6.495097 ∣ l2loss : 6.480760 ∣ 
[  epoch 0005/0030] 4350/4800, lr:1.0e-04 ∣ avg_100 : 6.494590 ∣ l2loss : 6.649431 ∣ 
[  epoch 0005/0030] 4360/4800, lr:1.0e-04 ∣ avg_100 : 6.495805 ∣ l2loss : 6.672107 ∣ 
[  epoch 0005/0030] 4370/4800, lr:1.0e-04 ∣ avg_100 : 6.496914 ∣ l2loss : 6.709235 ∣ 
[  epoch 0005/0030] 4380/4800, lr:1.0e-04 ∣ avg_100 : 6.491705 ∣ l2loss : 6.110428 ∣ 
[  epoch 0005/0030] 4390/4800, lr:1.0e-04 ∣ avg_100 : 6.496233 ∣ l2loss : 6.835873 ∣ 
[  epoch 0005/0030] 4400/4800, lr:1.0e-04 ∣ avg_100 : 6.497449 ∣ l2loss : 6.509881 ∣ 
[  epoch 0005/0030] 4410/4800, lr:1.0e-04 ∣ avg_100 : 6.501022 ∣ l2loss : 6.499249 ∣ 
[  epoch 0005/0030] 4420/4800, lr:1.0e-04 ∣ avg_100 : 6.499347 ∣ l2loss : 6.317788 ∣ 
[  epoch 0005/0030] 4430/4800, lr:1.0e-04 ∣ avg_100 : 6.501640 ∣ l2loss : 6.594559 ∣ 
[  epoch 0005/0030] 4440/4800, lr:1.0e-04 ∣ avg_100 : 6.501080 ∣ l2loss : 6.331573 ∣ 
[  epoch 0005/0030] 4450/4800, lr:1.0e-04 ∣ avg_100 : 6.499536 ∣ l2loss : 6.343320 ∣ 
[  epoch 0005/0030] 4460/4800, lr:1.0e-04 ∣ avg_100 : 6.497205 ∣ l2loss : 6.377479 ∣ 
[  epoch 0005/0030] 4470/4800, lr:1.0e-04 ∣ avg_100 : 6.494682 ∣ l2loss : 6.239321 ∣ 
[  epoch 0005/0030] 4480/4800, lr:1.0e-04 ∣ avg_100 : 6.491740 ∣ l2loss : 6.284819 ∣ 
[  epoch 0005/0030] 4490/4800, lr:1.0e-04 ∣ avg_100 : 6.490205 ∣ l2loss : 6.376045 ∣ 
[  epoch 0005/0030] 4500/4800, lr:1.0e-04 ∣ avg_100 : 6.491680 ∣ l2loss : 6.579435 ∣ 
[  epoch 0005/0030] 4510/4800, lr:1.0e-04 ∣ avg_100 : 6.488474 ∣ l2loss : 6.086504 ∣ 
[  epoch 0005/0030] 4520/4800, lr:1.0e-04 ∣ avg_100 : 6.484928 ∣ l2loss : 6.304158 ∣ 
[  epoch 0005/0030] 4530/4800, lr:1.0e-04 ∣ avg_100 : 6.485061 ∣ l2loss : 6.568720 ∣ 
[  epoch 0005/0030] 4540/4800, lr:1.0e-04 ∣ avg_100 : 6.482907 ∣ l2loss : 6.311570 ∣ 
[  epoch 0005/0030] 4550/4800, lr:1.0e-04 ∣ avg_100 : 6.483143 ∣ l2loss : 6.446932 ∣ 
[  epoch 0005/0030] 4560/4800, lr:1.0e-04 ∣ avg_100 : 6.481703 ∣ l2loss : 6.100015 ∣ 
[  epoch 0005/0030] 4570/4800, lr:1.0e-04 ∣ avg_100 : 6.479532 ∣ l2loss : 6.388758 ∣ 
[  epoch 0005/0030] 4580/4800, lr:1.0e-04 ∣ avg_100 : 6.477859 ∣ l2loss : 6.407714 ∣ 
[  epoch 0005/0030] 4590/4800, lr:1.0e-04 ∣ avg_100 : 6.475227 ∣ l2loss : 6.749955 ∣ 
[  epoch 0005/0030] 4600/4800, lr:1.0e-04 ∣ avg_100 : 6.472337 ∣ l2loss : 6.329617 ∣ 
[  epoch 0005/0030] 4610/4800, lr:1.0e-04 ∣ avg_100 : 6.472989 ∣ l2loss : 6.575086 ∣ 
[  epoch 0005/0030] 4620/4800, lr:1.0e-04 ∣ avg_100 : 6.471059 ∣ l2loss : 6.389034 ∣ 
[  epoch 0005/0030] 4630/4800, lr:1.0e-04 ∣ avg_100 : 6.471502 ∣ l2loss : 6.563719 ∣ 
[  epoch 0005/0030] 4640/4800, lr:1.0e-04 ∣ avg_100 : 6.468961 ∣ l2loss : 6.452772 ∣ 
[  epoch 0005/0030] 4650/4800, lr:1.0e-04 ∣ avg_100 : 6.463541 ∣ l2loss : 5.979506 ∣ 
[  epoch 0005/0030] 4660/4800, lr:1.0e-04 ∣ avg_100 : 6.464953 ∣ l2loss : 6.526283 ∣ 
[  epoch 0005/0030] 4670/4800, lr:1.0e-04 ∣ avg_100 : 6.462712 ∣ l2loss : 6.236240 ∣ 
[  epoch 0005/0030] 4680/4800, lr:1.0e-04 ∣ avg_100 : 6.460026 ∣ l2loss : 6.306226 ∣ 
[  epoch 0005/0030] 4690/4800, lr:1.0e-04 ∣ avg_100 : 6.460227 ∣ l2loss : 6.371800 ∣ 
[  epoch 0005/0030] 4700/4800, lr:1.0e-04 ∣ avg_100 : 6.459736 ∣ l2loss : 6.468876 ∣ 
[  epoch 0005/0030] 4710/4800, lr:1.0e-04 ∣ avg_100 : 6.463192 ∣ l2loss : 6.600187 ∣ 
[  epoch 0005/0030] 4720/4800, lr:1.0e-04 ∣ avg_100 : 6.459767 ∣ l2loss : 6.336373 ∣ 
[  epoch 0005/0030] 4730/4800, lr:1.0e-04 ∣ avg_100 : 6.456037 ∣ l2loss : 6.324917 ∣ 
[  epoch 0005/0030] 4740/4800, lr:1.0e-04 ∣ avg_100 : 6.452228 ∣ l2loss : 6.039777 ∣ 
[  epoch 0005/0030] 4750/4800, lr:1.0e-04 ∣ avg_100 : 6.455485 ∣ l2loss : 6.823755 ∣ 
[  epoch 0005/0030] 4760/4800, lr:1.0e-04 ∣ avg_100 : 6.455619 ∣ l2loss : 6.459339 ∣ 
[  epoch 0005/0030] 4770/4800, lr:1.0e-04 ∣ avg_100 : 6.455259 ∣ l2loss : 6.814054 ∣ 
[  epoch 0005/0030] 4780/4800, lr:1.0e-04 ∣ avg_100 : 6.455192 ∣ l2loss : 6.478357 ∣ 
[  epoch 0005/0030] 4790/4800, lr:1.0e-04 ∣ avg_100 : 6.449039 ∣ l2loss : 6.222490 ∣ 
[  epoch 0005/0030] 4800/4800, lr:5.0e-05 ∣ avg_100 : 6.448915 ∣ l2loss : 6.451082 ∣ 
[    val 005    ] Done! PSNR : 36.89 dB, SSIM : 0.933total: 22:20:21                    
[  epoch 0006/0030] 0010/4800, lr:5.0e-05 ∣ avg_100 : 6.448994 ∣ l2loss : 6.749608 ∣ 
[  epoch 0006/0030] 0020/4800, lr:5.0e-05 ∣ avg_100 : 6.447131 ∣ l2loss : 6.491071 ∣ 
[  epoch 0006/0030] 0030/4800, lr:5.0e-05 ∣ avg_100 : 6.440374 ∣ l2loss : 6.144230 ∣ 
[  epoch 0006/0030] 0040/4800, lr:5.0e-05 ∣ avg_100 : 6.437519 ∣ l2loss : 6.125789 ∣ 
[  epoch 0006/0030] 0050/4800, lr:5.0e-05 ∣ avg_100 : 6.434188 ∣ l2loss : 6.218108 ∣ 
[  epoch 0006/0030] 0060/4800, lr:5.0e-05 ∣ avg_100 : 6.432503 ∣ l2loss : 6.204958 ∣ 
[  epoch 0006/0030] 0070/4800, lr:5.0e-05 ∣ avg_100 : 6.432567 ∣ l2loss : 6.376188 ∣ 
[  epoch 0006/0030] 0080/4800, lr:5.0e-05 ∣ avg_100 : 6.433164 ∣ l2loss : 6.461352 ∣ 
[  epoch 0006/0030] 0090/4800, lr:5.0e-05 ∣ avg_100 : 6.430724 ∣ l2loss : 6.507957 ∣ 
[  epoch 0006/0030] 0100/4800, lr:5.0e-05 ∣ avg_100 : 6.433112 ∣ l2loss : 6.408997 ∣ 
[  epoch 0006/0030] 0110/4800, lr:5.0e-05 ∣ avg_100 : 6.432885 ∣ l2loss : 6.630721 ∣ 
[  epoch 0006/0030] 0120/4800, lr:5.0e-05 ∣ avg_100 : 6.431495 ∣ l2loss : 6.257331 ∣ 
[  epoch 0006/0030] 0130/4800, lr:5.0e-05 ∣ avg_100 : 6.429371 ∣ l2loss : 6.283986 ∣ 
[  epoch 0006/0030] 0140/4800, lr:5.0e-05 ∣ avg_100 : 6.430165 ∣ l2loss : 6.327478 ∣ 
[  epoch 0006/0030] 0150/4800, lr:5.0e-05 ∣ avg_100 : 6.429664 ∣ l2loss : 6.630003 ∣ 
[  epoch 0006/0030] 0160/4800, lr:5.0e-05 ∣ avg_100 : 6.431374 ∣ l2loss : 6.374700 ∣ 
[  epoch 0006/0030] 0170/4800, lr:5.0e-05 ∣ avg_100 : 6.431115 ∣ l2loss : 6.139929 ∣ 
[  epoch 0006/0030] 0180/4800, lr:5.0e-05 ∣ avg_100 : 6.431255 ∣ l2loss : 6.373934 ∣ 
[  epoch 0006/0030] 0190/4800, lr:5.0e-05 ∣ avg_100 : 6.425523 ∣ l2loss : 6.119924 ∣ 
[  epoch 0006/0030] 0200/4800, lr:5.0e-05 ∣ avg_100 : 6.425256 ∣ l2loss : 6.424045 ∣ 
[  epoch 0006/0030] 0210/4800, lr:5.0e-05 ∣ avg_100 : 6.423921 ∣ l2loss : 6.325767 ∣ 
[  epoch 0006/0030] 0220/4800, lr:5.0e-05 ∣ avg_100 : 6.425816 ∣ l2loss : 6.347489 ∣ 
[  epoch 0006/0030] 0230/4800, lr:5.0e-05 ∣ avg_100 : 6.420371 ∣ l2loss : 6.106694 ∣ 
[  epoch 0006/0030] 0240/4800, lr:5.0e-05 ∣ avg_100 : 6.418581 ∣ l2loss : 6.482489 ∣ 
[  epoch 0006/0030] 0250/4800, lr:5.0e-05 ∣ avg_100 : 6.417244 ∣ l2loss : 6.436121 ∣ 
[  epoch 0006/0030] 0260/4800, lr:5.0e-05 ∣ avg_100 : 6.411594 ∣ l2loss : 5.993528 ∣ 
[  epoch 0006/0030] 0270/4800, lr:5.0e-05 ∣ avg_100 : 6.409599 ∣ l2loss : 6.283269 ∣ 
[  epoch 0006/0030] 0280/4800, lr:5.0e-05 ∣ avg_100 : 6.407448 ∣ l2loss : 6.118911 ∣ 
[  epoch 0006/0030] 0290/4800, lr:5.0e-05 ∣ avg_100 : 6.405057 ∣ l2loss : 6.428683 ∣ 
[  epoch 0006/0030] 0300/4800, lr:5.0e-05 ∣ avg_100 : 6.403318 ∣ l2loss : 6.356415 ∣ 
[  epoch 0006/0030] 0310/4800, lr:5.0e-05 ∣ avg_100 : 6.402044 ∣ l2loss : 6.346351 ∣ 
[  epoch 0006/0030] 0320/4800, lr:5.0e-05 ∣ avg_100 : 6.401104 ∣ l2loss : 6.300948 ∣ 
[  epoch 0006/0030] 0330/4800, lr:5.0e-05 ∣ avg_100 : 6.400936 ∣ l2loss : 6.407843 ∣ 
[  epoch 0006/0030] 0340/4800, lr:5.0e-05 ∣ avg_100 : 6.399103 ∣ l2loss : 6.197983 ∣ 
[  epoch 0006/0030] 0350/4800, lr:5.0e-05 ∣ avg_100 : 6.396556 ∣ l2loss : 6.274661 ∣ 
[  epoch 0006/0030] 0360/4800, lr:5.0e-05 ∣ avg_100 : 6.397849 ∣ l2loss : 6.573642 ∣ 
[  epoch 0006/0030] 0370/4800, lr:5.0e-05 ∣ avg_100 : 6.396821 ∣ l2loss : 6.569013 ∣ 
[  epoch 0006/0030] 0380/4800, lr:5.0e-05 ∣ avg_100 : 6.390685 ∣ l2loss : 6.265120 ∣ 
[  epoch 0006/0030] 0390/4800, lr:5.0e-05 ∣ avg_100 : 6.390847 ∣ l2loss : 6.283220 ∣ 
[  epoch 0006/0030] 0400/4800, lr:5.0e-05 ∣ avg_100 : 6.389894 ∣ l2loss : 6.312221 ∣ 
[  epoch 0006/0030] 0410/4800, lr:5.0e-05 ∣ avg_100 : 6.386090 ∣ l2loss : 6.258164 ∣ 
[  epoch 0006/0030] 0420/4800, lr:5.0e-05 ∣ avg_100 : 6.383007 ∣ l2loss : 6.350372 ∣ 
[  epoch 0006/0030] 0430/4800, lr:5.0e-05 ∣ avg_100 : 6.381356 ∣ l2loss : 6.270084 ∣ 
[  epoch 0006/0030] 0440/4800, lr:5.0e-05 ∣ avg_100 : 6.381073 ∣ l2loss : 6.303554 ∣ 
[  epoch 0006/0030] 0450/4800, lr:5.0e-05 ∣ avg_100 : 6.383859 ∣ l2loss : 6.240843 ∣ 
[  epoch 0006/0030] 0460/4800, lr:5.0e-05 ∣ avg_100 : 6.383618 ∣ l2loss : 6.543429 ∣ 
[  epoch 0006/0030] 0470/4800, lr:5.0e-05 ∣ avg_100 : 6.384965 ∣ l2loss : 6.441472 ∣ 
[  epoch 0006/0030] 0480/4800, lr:5.0e-05 ∣ avg_100 : 6.383491 ∣ l2loss : 6.240145 ∣ 
[  epoch 0006/0030] 0490/4800, lr:5.0e-05 ∣ avg_100 : 6.382847 ∣ l2loss : 6.328141 ∣ 
[  epoch 0006/0030] 0500/4800, lr:5.0e-05 ∣ avg_100 : 6.380449 ∣ l2loss : 6.328276 ∣ 
[  epoch 0006/0030] 0510/4800, lr:5.0e-05 ∣ avg_100 : 6.382760 ∣ l2loss : 6.435279 ∣ 
[  epoch 0006/0030] 0520/4800, lr:5.0e-05 ∣ avg_100 : 6.380021 ∣ l2loss : 6.077122 ∣ 
[  epoch 0006/0030] 0530/4800, lr:5.0e-05 ∣ avg_100 : 6.377469 ∣ l2loss : 6.244189 ∣ 
[  epoch 0006/0030] 0540/4800, lr:5.0e-05 ∣ avg_100 : 6.376538 ∣ l2loss : 6.387668 ∣ 
[  epoch 0006/0030] 0550/4800, lr:5.0e-05 ∣ avg_100 : 6.372036 ∣ l2loss : 6.199236 ∣ 
[  epoch 0006/0030] 0560/4800, lr:5.0e-05 ∣ avg_100 : 6.366622 ∣ l2loss : 6.130686 ∣ 
[  epoch 0006/0030] 0570/4800, lr:5.0e-05 ∣ avg_100 : 6.364369 ∣ l2loss : 6.484000 ∣ 
[  epoch 0006/0030] 0580/4800, lr:5.0e-05 ∣ avg_100 : 6.365627 ∣ l2loss : 6.236185 ∣ 
[  epoch 0006/0030] 0590/4800, lr:5.0e-05 ∣ avg_100 : 6.359993 ∣ l2loss : 6.272452 ∣ 
[  epoch 0006/0030] 0600/4800, lr:5.0e-05 ∣ avg_100 : 6.357505 ∣ l2loss : 6.261090 ∣ 
[  epoch 0006/0030] 0610/4800, lr:5.0e-05 ∣ avg_100 : 6.356072 ∣ l2loss : 6.355976 ∣ 
[  epoch 0006/0030] 0620/4800, lr:5.0e-05 ∣ avg_100 : 6.354229 ∣ l2loss : 6.133520 ∣ 
[  epoch 0006/0030] 0630/4800, lr:5.0e-05 ∣ avg_100 : 6.351610 ∣ l2loss : 6.332629 ∣ 
[  epoch 0006/0030] 0640/4800, lr:5.0e-05 ∣ avg_100 : 6.350286 ∣ l2loss : 6.199177 ∣ 
[  epoch 0006/0030] 0650/4800, lr:5.0e-05 ∣ avg_100 : 6.350279 ∣ l2loss : 6.342645 ∣ 
[  epoch 0006/0030] 0660/4800, lr:5.0e-05 ∣ avg_100 : 6.349439 ∣ l2loss : 6.293411 ∣ 
[  epoch 0006/0030] 0670/4800, lr:5.0e-05 ∣ avg_100 : 6.351825 ∣ l2loss : 6.477927 ∣ 
[  epoch 0006/0030] 0680/4800, lr:5.0e-05 ∣ avg_100 : 6.353238 ∣ l2loss : 6.426205 ∣ 
[  epoch 0006/0030] 0690/4800, lr:5.0e-05 ∣ avg_100 : 6.352244 ∣ l2loss : 6.276616 ∣ 
[  epoch 0006/0030] 0700/4800, lr:5.0e-05 ∣ avg_100 : 6.349611 ∣ l2loss : 6.316100 ∣ 
[  epoch 0006/0030] 0710/4800, lr:5.0e-05 ∣ avg_100 : 6.352448 ∣ l2loss : 6.370216 ∣ 
[  epoch 0006/0030] 0720/4800, lr:5.0e-05 ∣ avg_100 : 6.352031 ∣ l2loss : 6.262455 ∣ 
[  epoch 0006/0030] 0730/4800, lr:5.0e-05 ∣ avg_100 : 6.348219 ∣ l2loss : 6.187568 ∣ 
[  epoch 0006/0030] 0740/4800, lr:5.0e-05 ∣ avg_100 : 6.348714 ∣ l2loss : 6.361037 ∣ 
[  epoch 0006/0030] 0750/4800, lr:5.0e-05 ∣ avg_100 : 6.343827 ∣ l2loss : 5.958222 ∣ 
[  epoch 0006/0030] 0760/4800, lr:5.0e-05 ∣ avg_100 : 6.342372 ∣ l2loss : 5.954510 ∣ 
[  epoch 0006/0030] 0770/4800, lr:5.0e-05 ∣ avg_100 : 6.339372 ∣ l2loss : 6.088742 ∣ 
[  epoch 0006/0030] 0780/4800, lr:5.0e-05 ∣ avg_100 : 6.335353 ∣ l2loss : 6.005883 ∣ 
[  epoch 0006/0030] 0790/4800, lr:5.0e-05 ∣ avg_100 : 6.330465 ∣ l2loss : 6.261143 ∣ 
[  epoch 0006/0030] 0800/4800, lr:5.0e-05 ∣ avg_100 : 6.327959 ∣ l2loss : 6.078992 ∣ 
[  epoch 0006/0030] 0810/4800, lr:5.0e-05 ∣ avg_100 : 6.324987 ∣ l2loss : 6.277883 ∣ 
[  epoch 0006/0030] 0820/4800, lr:5.0e-05 ∣ avg_100 : 6.323052 ∣ l2loss : 6.195504 ∣ 
[  epoch 0006/0030] 0830/4800, lr:5.0e-05 ∣ avg_100 : 6.321548 ∣ l2loss : 6.413298 ∣ 
[  epoch 0006/0030] 0840/4800, lr:5.0e-05 ∣ avg_100 : 6.319846 ∣ l2loss : 6.282626 ∣ 
[  epoch 0006/0030] 0850/4800, lr:5.0e-05 ∣ avg_100 : 6.322108 ∣ l2loss : 6.205716 ∣ 
[  epoch 0006/0030] 0860/4800, lr:5.0e-05 ∣ avg_100 : 6.319444 ∣ l2loss : 6.259887 ∣ 
[  epoch 0006/0030] 0870/4800, lr:5.0e-05 ∣ avg_100 : 6.318116 ∣ l2loss : 6.103376 ∣ 
[  epoch 0006/0030] 0880/4800, lr:5.0e-05 ∣ avg_100 : 6.318185 ∣ l2loss : 6.313171 ∣ 
[  epoch 0006/0030] 0890/4800, lr:5.0e-05 ∣ avg_100 : 6.317946 ∣ l2loss : 6.347865 ∣ 
[  epoch 0006/0030] 0900/4800, lr:5.0e-05 ∣ avg_100 : 6.315783 ∣ l2loss : 6.252593 ∣ 
[  epoch 0006/0030] 0910/4800, lr:5.0e-05 ∣ avg_100 : 6.311576 ∣ l2loss : 6.179460 ∣ 
[  epoch 0006/0030] 0920/4800, lr:5.0e-05 ∣ avg_100 : 6.312419 ∣ l2loss : 6.420733 ∣ 
[  epoch 0006/0030] 0930/4800, lr:5.0e-05 ∣ avg_100 : 6.310151 ∣ l2loss : 6.098116 ∣ 
[  epoch 0006/0030] 0940/4800, lr:5.0e-05 ∣ avg_100 : 6.312499 ∣ l2loss : 6.274586 ∣ 
[  epoch 0006/0030] 0950/4800, lr:5.0e-05 ∣ avg_100 : 6.308386 ∣ l2loss : 6.412423 ∣ 
[  epoch 0006/0030] 0960/4800, lr:5.0e-05 ∣ avg_100 : 6.308489 ∣ l2loss : 6.469608 ∣ 
[  epoch 0006/0030] 0970/4800, lr:5.0e-05 ∣ avg_100 : 6.303029 ∣ l2loss : 6.268045 ∣ 
[  epoch 0006/0030] 0980/4800, lr:5.0e-05 ∣ avg_100 : 6.300201 ∣ l2loss : 6.195643 ∣ 
[  epoch 0006/0030] 0990/4800, lr:5.0e-05 ∣ avg_100 : 6.300009 ∣ l2loss : 6.203284 ∣ 
[  epoch 0006/0030] 1000/4800, lr:5.0e-05 ∣ avg_100 : 6.299533 ∣ l2loss : 6.403427 ∣ 
[  epoch 0006/0030] 1010/4800, lr:5.0e-05 ∣ avg_100 : 6.296549 ∣ l2loss : 6.451232 ∣ 
[  epoch 0006/0030] 1020/4800, lr:5.0e-05 ∣ avg_100 : 6.297821 ∣ l2loss : 6.618293 ∣ 
[  epoch 0006/0030] 1030/4800, lr:5.0e-05 ∣ avg_100 : 6.300633 ∣ l2loss : 6.425380 ∣ 
[  epoch 0006/0030] 1040/4800, lr:5.0e-05 ∣ avg_100 : 6.301223 ∣ l2loss : 6.184832 ∣ 
[  epoch 0006/0030] 1050/4800, lr:5.0e-05 ∣ avg_100 : 6.302052 ∣ l2loss : 6.300945 ∣ 
[  epoch 0006/0030] 1060/4800, lr:5.0e-05 ∣ avg_100 : 6.301278 ∣ l2loss : 6.127589 ∣ 
[  epoch 0006/0030] 1070/4800, lr:5.0e-05 ∣ avg_100 : 6.298373 ∣ l2loss : 6.085752 ∣ 
[  epoch 0006/0030] 1080/4800, lr:5.0e-05 ∣ avg_100 : 6.293874 ∣ l2loss : 6.011392 ∣ 
[  epoch 0006/0030] 1090/4800, lr:5.0e-05 ∣ avg_100 : 6.292516 ∣ l2loss : 6.372182 ∣ 
[  epoch 0006/0030] 1100/4800, lr:5.0e-05 ∣ avg_100 : 6.288273 ∣ l2loss : 5.984678 ∣ 
[  epoch 0006/0030] 1110/4800, lr:5.0e-05 ∣ avg_100 : 6.282010 ∣ l2loss : 6.004421 ∣ 
[  epoch 0006/0030] 1120/4800, lr:5.0e-05 ∣ avg_100 : 6.282725 ∣ l2loss : 6.328869 ∣ 
[  epoch 0006/0030] 1130/4800, lr:5.0e-05 ∣ avg_100 : 6.283494 ∣ l2loss : 6.360867 ∣ 
[  epoch 0006/0030] 1140/4800, lr:5.0e-05 ∣ avg_100 : 6.281730 ∣ l2loss : 6.151056 ∣ 
[  epoch 0006/0030] 1150/4800, lr:5.0e-05 ∣ avg_100 : 6.277311 ∣ l2loss : 6.188157 ∣ 
[  epoch 0006/0030] 1160/4800, lr:5.0e-05 ∣ avg_100 : 6.275116 ∣ l2loss : 6.155170 ∣ 
[  epoch 0006/0030] 1170/4800, lr:5.0e-05 ∣ avg_100 : 6.275349 ∣ l2loss : 6.163237 ∣ 
[  epoch 0006/0030] 1180/4800, lr:5.0e-05 ∣ avg_100 : 6.275525 ∣ l2loss : 6.391536 ∣ 
[  epoch 0006/0030] 1190/4800, lr:5.0e-05 ∣ avg_100 : 6.280004 ∣ l2loss : 6.567752 ∣ 
[  epoch 0006/0030] 1200/4800, lr:5.0e-05 ∣ avg_100 : 6.278670 ∣ l2loss : 6.290727 ∣ 
[  epoch 0006/0030] 1210/4800, lr:5.0e-05 ∣ avg_100 : 6.278698 ∣ l2loss : 6.328553 ∣ 
[  epoch 0006/0030] 1220/4800, lr:5.0e-05 ∣ avg_100 : 6.280193 ∣ l2loss : 6.496958 ∣ 
[  epoch 0006/0030] 1230/4800, lr:5.0e-05 ∣ avg_100 : 6.286125 ∣ l2loss : 6.699950 ∣ 
[  epoch 0006/0030] 1240/4800, lr:5.0e-05 ∣ avg_100 : 6.284626 ∣ l2loss : 6.332571 ∣ 
[  epoch 0006/0030] 1250/4800, lr:5.0e-05 ∣ avg_100 : 6.281717 ∣ l2loss : 6.145195 ∣ 
[  epoch 0006/0030] 1260/4800, lr:5.0e-05 ∣ avg_100 : 6.283383 ∣ l2loss : 6.160152 ∣ 
[  epoch 0006/0030] 1270/4800, lr:5.0e-05 ∣ avg_100 : 6.285404 ∣ l2loss : 6.485315 ∣ 
[  epoch 0006/0030] 1280/4800, lr:5.0e-05 ∣ avg_100 : 6.286825 ∣ l2loss : 6.261066 ∣ 
[  epoch 0006/0030] 1290/4800, lr:5.0e-05 ∣ avg_100 : 6.283373 ∣ l2loss : 6.083435 ∣ 
[  epoch 0006/0030] 1300/4800, lr:5.0e-05 ∣ avg_100 : 6.280650 ∣ l2loss : 6.084098 ∣ 
[  epoch 0006/0030] 1310/4800, lr:5.0e-05 ∣ avg_100 : 6.282112 ∣ l2loss : 6.492555 ∣ 
[  epoch 0006/0030] 1320/4800, lr:5.0e-05 ∣ avg_100 : 6.280972 ∣ l2loss : 6.186977 ∣ 
[  epoch 0006/0030] 1330/4800, lr:5.0e-05 ∣ avg_100 : 6.279772 ∣ l2loss : 6.287823 ∣ 
[  epoch 0006/0030] 1340/4800, lr:5.0e-05 ∣ avg_100 : 6.280994 ∣ l2loss : 6.320169 ∣ 
[  epoch 0006/0030] 1350/4800, lr:5.0e-05 ∣ avg_100 : 6.281637 ∣ l2loss : 6.338974 ∣ 
[  epoch 0006/0030] 1360/4800, lr:5.0e-05 ∣ avg_100 : 6.279361 ∣ l2loss : 6.346056 ∣ 
[  epoch 0006/0030] 1370/4800, lr:5.0e-05 ∣ avg_100 : 6.278817 ∣ l2loss : 6.514578 ∣ 
[  epoch 0006/0030] 1380/4800, lr:5.0e-05 ∣ avg_100 : 6.277430 ∣ l2loss : 6.126488 ∣ 
[  epoch 0006/0030] 1390/4800, lr:5.0e-05 ∣ avg_100 : 6.279262 ∣ l2loss : 6.466367 ∣ 
[  epoch 0006/0030] 1400/4800, lr:5.0e-05 ∣ avg_100 : 6.280368 ∣ l2loss : 6.422845 ∣ 
[  epoch 0006/0030] 1410/4800, lr:5.0e-05 ∣ avg_100 : 6.279786 ∣ l2loss : 6.199995 ∣ 
[  epoch 0006/0030] 1420/4800, lr:5.0e-05 ∣ avg_100 : 6.276032 ∣ l2loss : 5.974948 ∣ 
[  epoch 0006/0030] 1430/4800, lr:5.0e-05 ∣ avg_100 : 6.274378 ∣ l2loss : 6.104688 ∣ 
[  epoch 0006/0030] 1440/4800, lr:5.0e-05 ∣ avg_100 : 6.273264 ∣ l2loss : 6.192150 ∣ 
[  epoch 0006/0030] 1450/4800, lr:5.0e-05 ∣ avg_100 : 6.275163 ∣ l2loss : 6.430787 ∣ 
[  epoch 0006/0030] 1460/4800, lr:5.0e-05 ∣ avg_100 : 6.271590 ∣ l2loss : 6.186120 ∣ 
[  epoch 0006/0030] 1470/4800, lr:5.0e-05 ∣ avg_100 : 6.269571 ∣ l2loss : 6.239537 ∣ 
[  epoch 0006/0030] 1480/4800, lr:5.0e-05 ∣ avg_100 : 6.270781 ∣ l2loss : 6.361130 ∣ 
[  epoch 0006/0030] 1490/4800, lr:5.0e-05 ∣ avg_100 : 6.272816 ∣ l2loss : 6.531689 ∣ 
[  epoch 0006/0030] 1500/4800, lr:5.0e-05 ∣ avg_100 : 6.271780 ∣ l2loss : 6.224654 ∣ 
[  epoch 0006/0030] 1510/4800, lr:5.0e-05 ∣ avg_100 : 6.271636 ∣ l2loss : 6.420858 ∣ 
[  epoch 0006/0030] 1520/4800, lr:5.0e-05 ∣ avg_100 : 6.274888 ∣ l2loss : 6.402302 ∣ 
[  epoch 0006/0030] 1530/4800, lr:5.0e-05 ∣ avg_100 : 6.275980 ∣ l2loss : 6.353467 ∣ 
[  epoch 0006/0030] 1540/4800, lr:5.0e-05 ∣ avg_100 : 6.276416 ∣ l2loss : 6.431186 ∣ 
[  epoch 0006/0030] 1550/4800, lr:5.0e-05 ∣ avg_100 : 6.272026 ∣ l2loss : 5.760310 ∣ 
[  epoch 0006/0030] 1560/4800, lr:5.0e-05 ∣ avg_100 : 6.276872 ∣ l2loss : 6.615212 ∣ 
[  epoch 0006/0030] 1570/4800, lr:5.0e-05 ∣ avg_100 : 6.276146 ∣ l2loss : 6.411391 ∣ 
[  epoch 0006/0030] 1580/4800, lr:5.0e-05 ∣ avg_100 : 6.278381 ∣ l2loss : 6.459686 ∣ 
[  epoch 0006/0030] 1590/4800, lr:5.0e-05 ∣ avg_100 : 6.279349 ∣ l2loss : 6.369257 ∣ 
[  epoch 0006/0030] 1600/4800, lr:5.0e-05 ∣ avg_100 : 6.278331 ∣ l2loss : 6.159303 ∣ 
[  epoch 0006/0030] 1610/4800, lr:5.0e-05 ∣ avg_100 : 6.276620 ∣ l2loss : 6.184881 ∣ 
[  epoch 0006/0030] 1620/4800, lr:5.0e-05 ∣ avg_100 : 6.278498 ∣ l2loss : 6.321342 ∣ 
[  epoch 0006/0030] 1630/4800, lr:5.0e-05 ∣ avg_100 : 6.278366 ∣ l2loss : 6.319416 ∣ 
[  epoch 0006/0030] 1640/4800, lr:5.0e-05 ∣ avg_100 : 6.278180 ∣ l2loss : 6.180615 ∣ 
[  epoch 0006/0030] 1650/4800, lr:5.0e-05 ∣ avg_100 : 6.277597 ∣ l2loss : 6.284355 ∣ 
[  epoch 0006/0030] 1660/4800, lr:5.0e-05 ∣ avg_100 : 6.274088 ∣ l2loss : 5.942498 ∣ 
[  epoch 0006/0030] 1670/4800, lr:5.0e-05 ∣ avg_100 : 6.271371 ∣ l2loss : 6.206197 ∣ 
[  epoch 0006/0030] 1680/4800, lr:5.0e-05 ∣ avg_100 : 6.266755 ∣ l2loss : 5.964559 ∣ 
[  epoch 0006/0030] 1690/4800, lr:5.0e-05 ∣ avg_100 : 6.266077 ∣ l2loss : 6.208896 ∣ 
[  epoch 0006/0030] 1700/4800, lr:5.0e-05 ∣ avg_100 : 6.268386 ∣ l2loss : 6.546988 ∣ 
[  epoch 0006/0030] 1710/4800, lr:5.0e-05 ∣ avg_100 : 6.264942 ∣ l2loss : 6.025806 ∣ 
[  epoch 0006/0030] 1720/4800, lr:5.0e-05 ∣ avg_100 : 6.265303 ∣ l2loss : 6.298573 ∣ 
[  epoch 0006/0030] 1730/4800, lr:5.0e-05 ∣ avg_100 : 6.262522 ∣ l2loss : 5.909449 ∣ 
[  epoch 0006/0030] 1740/4800, lr:5.0e-05 ∣ avg_100 : 6.262176 ∣ l2loss : 6.326410 ∣ 
[  epoch 0006/0030] 1750/4800, lr:5.0e-05 ∣ avg_100 : 6.264086 ∣ l2loss : 6.149232 ∣ 
[  epoch 0006/0030] 1760/4800, lr:5.0e-05 ∣ avg_100 : 6.266689 ∣ l2loss : 6.214778 ∣ 
[  epoch 0006/0030] 1770/4800, lr:5.0e-05 ∣ avg_100 : 6.266310 ∣ l2loss : 6.050851 ∣ 
[  epoch 0006/0030] 1780/4800, lr:5.0e-05 ∣ avg_100 : 6.270557 ∣ l2loss : 6.430577 ∣ 
[  epoch 0006/0030] 1790/4800, lr:5.0e-05 ∣ avg_100 : 6.268726 ∣ l2loss : 6.078121 ∣ 
[  epoch 0006/0030] 1800/4800, lr:5.0e-05 ∣ avg_100 : 6.268241 ∣ l2loss : 6.030454 ∣ 
[  epoch 0006/0030] 1810/4800, lr:5.0e-05 ∣ avg_100 : 6.267123 ∣ l2loss : 6.166097 ∣ 
[  epoch 0006/0030] 1820/4800, lr:5.0e-05 ∣ avg_100 : 6.266793 ∣ l2loss : 6.162456 ∣ 
[  epoch 0006/0030] 1830/4800, lr:5.0e-05 ∣ avg_100 : 6.261261 ∣ l2loss : 5.860133 ∣ 
[  epoch 0006/0030] 1840/4800, lr:5.0e-05 ∣ avg_100 : 6.261520 ∣ l2loss : 6.308507 ∣ 
[  epoch 0006/0030] 1850/4800, lr:5.0e-05 ∣ avg_100 : 6.263045 ∣ l2loss : 6.358211 ∣ 
[  epoch 0006/0030] 1860/4800, lr:5.0e-05 ∣ avg_100 : 6.264231 ∣ l2loss : 6.378538 ∣ 
[  epoch 0006/0030] 1870/4800, lr:5.0e-05 ∣ avg_100 : 6.263054 ∣ l2loss : 5.985620 ∣ 
[  epoch 0006/0030] 1880/4800, lr:5.0e-05 ∣ avg_100 : 6.261525 ∣ l2loss : 6.160283 ∣ 
[  epoch 0006/0030] 1890/4800, lr:5.0e-05 ∣ avg_100 : 6.258700 ∣ l2loss : 6.065338 ∣ 
[  epoch 0006/0030] 1900/4800, lr:5.0e-05 ∣ avg_100 : 6.260460 ∣ l2loss : 6.428624 ∣ 
[  epoch 0006/0030] 1910/4800, lr:5.0e-05 ∣ avg_100 : 6.262526 ∣ l2loss : 6.386046 ∣ 
[  epoch 0006/0030] 1920/4800, lr:5.0e-05 ∣ avg_100 : 6.261314 ∣ l2loss : 6.299548 ∣ 
[  epoch 0006/0030] 1930/4800, lr:5.0e-05 ∣ avg_100 : 6.265838 ∣ l2loss : 6.550495 ∣ 
[  epoch 0006/0030] 1940/4800, lr:5.0e-05 ∣ avg_100 : 6.267850 ∣ l2loss : 6.475848 ∣ 
[  epoch 0006/0030] 1950/4800, lr:5.0e-05 ∣ avg_100 : 6.266208 ∣ l2loss : 6.248141 ∣ 
[  epoch 0006/0030] 1960/4800, lr:5.0e-05 ∣ avg_100 : 6.262861 ∣ l2loss : 6.134953 ∣ 
[  epoch 0006/0030] 1970/4800, lr:5.0e-05 ∣ avg_100 : 6.260043 ∣ l2loss : 5.986275 ∣ 
[  epoch 0006/0030] 1980/4800, lr:5.0e-05 ∣ avg_100 : 6.261474 ∣ l2loss : 6.338754 ∣ 
[  epoch 0006/0030] 1990/4800, lr:5.0e-05 ∣ avg_100 : 6.261592 ∣ l2loss : 6.215008 ∣ 
[  epoch 0006/0030] 2000/4800, lr:5.0e-05 ∣ avg_100 : 6.262336 ∣ l2loss : 6.477878 ∣ 
[  epoch 0006/0030] 2010/4800, lr:5.0e-05 ∣ avg_100 : 6.262729 ∣ l2loss : 6.490551 ∣ 
[  epoch 0006/0030] 2020/4800, lr:5.0e-05 ∣ avg_100 : 6.257429 ∣ l2loss : 6.088306 ∣ 
[  epoch 0006/0030] 2030/4800, lr:5.0e-05 ∣ avg_100 : 6.255359 ∣ l2loss : 6.218354 ∣ 
[  epoch 0006/0030] 2040/4800, lr:5.0e-05 ∣ avg_100 : 6.258806 ∣ l2loss : 6.529515 ∣ 
[  epoch 0006/0030] 2050/4800, lr:5.0e-05 ∣ avg_100 : 6.258099 ∣ l2loss : 6.230225 ∣ 
[  epoch 0006/0030] 2060/4800, lr:5.0e-05 ∣ avg_100 : 6.259907 ∣ l2loss : 6.308437 ∣ 
[  epoch 0006/0030] 2070/4800, lr:5.0e-05 ∣ avg_100 : 6.258102 ∣ l2loss : 5.905190 ∣ 
[  epoch 0006/0030] 2080/4800, lr:5.0e-05 ∣ avg_100 : 6.262524 ∣ l2loss : 6.453577 ∣ 
[  epoch 0006/0030] 2090/4800, lr:5.0e-05 ∣ avg_100 : 6.260909 ∣ l2loss : 6.210736 ∣ 
[  epoch 0006/0030] 2100/4800, lr:5.0e-05 ∣ avg_100 : 6.263116 ∣ l2loss : 6.205341 ∣ 
[  epoch 0006/0030] 2110/4800, lr:5.0e-05 ∣ avg_100 : 6.267294 ∣ l2loss : 6.422214 ∣ 
[  epoch 0006/0030] 2120/4800, lr:5.0e-05 ∣ avg_100 : 6.268178 ∣ l2loss : 6.417327 ∣ 
[  epoch 0006/0030] 2130/4800, lr:5.0e-05 ∣ avg_100 : 6.264626 ∣ l2loss : 6.005679 ∣ 
[  epoch 0006/0030] 2140/4800, lr:5.0e-05 ∣ avg_100 : 6.264550 ∣ l2loss : 6.143429 ∣ 
[  epoch 0006/0030] 2150/4800, lr:5.0e-05 ∣ avg_100 : 6.265830 ∣ l2loss : 6.316170 ∣ 
[  epoch 0006/0030] 2160/4800, lr:5.0e-05 ∣ avg_100 : 6.267495 ∣ l2loss : 6.321606 ∣ 
[  epoch 0006/0030] 2170/4800, lr:5.0e-05 ∣ avg_100 : 6.270463 ∣ l2loss : 6.460051 ∣ 
[  epoch 0006/0030] 2180/4800, lr:5.0e-05 ∣ avg_100 : 6.267420 ∣ l2loss : 6.087302 ∣ 
[  epoch 0006/0030] 2190/4800, lr:5.0e-05 ∣ avg_100 : 6.264011 ∣ l2loss : 6.226812 ∣ 
[  epoch 0006/0030] 2200/4800, lr:5.0e-05 ∣ avg_100 : 6.262452 ∣ l2loss : 6.134818 ∣ 
[  epoch 0006/0030] 2210/4800, lr:5.0e-05 ∣ avg_100 : 6.259560 ∣ l2loss : 6.039319 ∣ 
[  epoch 0006/0030] 2220/4800, lr:5.0e-05 ∣ avg_100 : 6.255890 ∣ l2loss : 6.129994 ∣ 
[  epoch 0006/0030] 2230/4800, lr:5.0e-05 ∣ avg_100 : 6.251980 ∣ l2loss : 6.308982 ∣ 
[  epoch 0006/0030] 2240/4800, lr:5.0e-05 ∣ avg_100 : 6.249455 ∣ l2loss : 6.080039 ∣ 
[  epoch 0006/0030] 2250/4800, lr:5.0e-05 ∣ avg_100 : 6.249631 ∣ l2loss : 6.162836 ∣ 
[  epoch 0006/0030] 2260/4800, lr:5.0e-05 ∣ avg_100 : 6.250641 ∣ l2loss : 6.261087 ∣ 
[  epoch 0006/0030] 2270/4800, lr:5.0e-05 ∣ avg_100 : 6.246212 ∣ l2loss : 6.042476 ∣ 
[  epoch 0006/0030] 2280/4800, lr:5.0e-05 ∣ avg_100 : 6.244668 ∣ l2loss : 6.106611 ∣ 
[  epoch 0006/0030] 2290/4800, lr:5.0e-05 ∣ avg_100 : 6.245282 ∣ l2loss : 6.144885 ∣ 
[  epoch 0006/0030] 2300/4800, lr:5.0e-05 ∣ avg_100 : 6.246327 ∣ l2loss : 6.188574 ∣ 
[  epoch 0006/0030] 2310/4800, lr:5.0e-05 ∣ avg_100 : 6.247628 ∣ l2loss : 6.622655 ∣ 
[  epoch 0006/0030] 2320/4800, lr:5.0e-05 ∣ avg_100 : 6.247924 ∣ l2loss : 6.216559 ∣ 
[  epoch 0006/0030] 2330/4800, lr:5.0e-05 ∣ avg_100 : 6.252368 ∣ l2loss : 6.732261 ∣ 
[  epoch 0006/0030] 2340/4800, lr:5.0e-05 ∣ avg_100 : 6.253382 ∣ l2loss : 6.421576 ∣ 
[  epoch 0006/0030] 2350/4800, lr:5.0e-05 ∣ avg_100 : 6.252934 ∣ l2loss : 6.294120 ∣ 
[  epoch 0006/0030] 2360/4800, lr:5.0e-05 ∣ avg_100 : 6.250708 ∣ l2loss : 6.123459 ∣ 
[  epoch 0006/0030] 2370/4800, lr:5.0e-05 ∣ avg_100 : 6.247828 ∣ l2loss : 6.226650 ∣ 
[  epoch 0006/0030] 2380/4800, lr:5.0e-05 ∣ avg_100 : 6.249069 ∣ l2loss : 6.250501 ∣ 
[  epoch 0006/0030] 2390/4800, lr:5.0e-05 ∣ avg_100 : 6.247911 ∣ l2loss : 6.350569 ∣ 
[  epoch 0006/0030] 2400/4800, lr:5.0e-05 ∣ avg_100 : 6.242672 ∣ l2loss : 5.898975 ∣ 
[  epoch 0006/0030] 2410/4800, lr:5.0e-05 ∣ avg_100 : 6.242744 ∣ l2loss : 6.207213 ∣ 
[  epoch 0006/0030] 2420/4800, lr:5.0e-05 ∣ avg_100 : 6.243985 ∣ l2loss : 6.099073 ∣ 
[  epoch 0006/0030] 2430/4800, lr:5.0e-05 ∣ avg_100 : 6.245714 ∣ l2loss : 6.277518 ∣ 
[  epoch 0006/0030] 2440/4800, lr:5.0e-05 ∣ avg_100 : 6.245575 ∣ l2loss : 6.178253 ∣ 
[  epoch 0006/0030] 2450/4800, lr:5.0e-05 ∣ avg_100 : 6.242839 ∣ l2loss : 6.157243 ∣ 
[  epoch 0006/0030] 2460/4800, lr:5.0e-05 ∣ avg_100 : 6.245768 ∣ l2loss : 6.479017 ∣ 
[  epoch 0006/0030] 2470/4800, lr:5.0e-05 ∣ avg_100 : 6.244510 ∣ l2loss : 6.113742 ∣ 
[  epoch 0006/0030] 2480/4800, lr:5.0e-05 ∣ avg_100 : 6.242007 ∣ l2loss : 6.110816 ∣ 
[  epoch 0006/0030] 2490/4800, lr:5.0e-05 ∣ avg_100 : 6.236996 ∣ l2loss : 6.030542 ∣ 
[  epoch 0006/0030] 2500/4800, lr:5.0e-05 ∣ avg_100 : 6.239085 ∣ l2loss : 6.433628 ∣ 
[  epoch 0006/0030] 2510/4800, lr:5.0e-05 ∣ avg_100 : 6.235907 ∣ l2loss : 6.103039 ∣ 
[  epoch 0006/0030] 2520/4800, lr:5.0e-05 ∣ avg_100 : 6.233505 ∣ l2loss : 6.162067 ∣ 
[  epoch 0006/0030] 2530/4800, lr:5.0e-05 ∣ avg_100 : 6.230082 ∣ l2loss : 6.011165 ∣ 
[  epoch 0006/0030] 2540/4800, lr:5.0e-05 ∣ avg_100 : 6.230861 ∣ l2loss : 6.509082 ∣ 
[  epoch 0006/0030] 2550/4800, lr:5.0e-05 ∣ avg_100 : 6.234314 ∣ l2loss : 6.105656 ∣ 
[  epoch 0006/0030] 2560/4800, lr:5.0e-05 ∣ avg_100 : 6.231875 ∣ l2loss : 6.371322 ∣ 
[  epoch 0006/0030] 2570/4800, lr:5.0e-05 ∣ avg_100 : 6.225415 ∣ l2loss : 5.765349 ∣ 
[  epoch 0006/0030] 2580/4800, lr:5.0e-05 ∣ avg_100 : 6.221331 ∣ l2loss : 6.051334 ∣ 
[  epoch 0006/0030] 2590/4800, lr:5.0e-05 ∣ avg_100 : 6.220570 ∣ l2loss : 6.293150 ∣ 
[  epoch 0006/0030] 2600/4800, lr:5.0e-05 ∣ avg_100 : 6.219656 ∣ l2loss : 6.067863 ∣ 
[  epoch 0006/0030] 2610/4800, lr:5.0e-05 ∣ avg_100 : 6.221390 ∣ l2loss : 6.358307 ∣ 
[  epoch 0006/0030] 2620/4800, lr:5.0e-05 ∣ avg_100 : 6.220216 ∣ l2loss : 6.203969 ∣ 
[  epoch 0006/0030] 2630/4800, lr:5.0e-05 ∣ avg_100 : 6.216559 ∣ l2loss : 5.953678 ∣ 
[  epoch 0006/0030] 2640/4800, lr:5.0e-05 ∣ avg_100 : 6.215706 ∣ l2loss : 6.095287 ∣ 
[  epoch 0006/0030] 2650/4800, lr:5.0e-05 ∣ avg_100 : 6.214973 ∣ l2loss : 6.211041 ∣ 
[  epoch 0006/0030] 2660/4800, lr:5.0e-05 ∣ avg_100 : 6.217565 ∣ l2loss : 6.201745 ∣ 
[  epoch 0006/0030] 2670/4800, lr:5.0e-05 ∣ avg_100 : 6.218335 ∣ l2loss : 6.283155 ∣ 
[  epoch 0006/0030] 2680/4800, lr:5.0e-05 ∣ avg_100 : 6.222459 ∣ l2loss : 6.376985 ∣ 
[  epoch 0006/0030] 2690/4800, lr:5.0e-05 ∣ avg_100 : 6.221229 ∣ l2loss : 6.085861 ∣ 
[  epoch 0006/0030] 2700/4800, lr:5.0e-05 ∣ avg_100 : 6.215934 ∣ l2loss : 6.017478 ∣ 
[  epoch 0006/0030] 2710/4800, lr:5.0e-05 ∣ avg_100 : 6.219199 ∣ l2loss : 6.352404 ∣ 
[  epoch 0006/0030] 2720/4800, lr:5.0e-05 ∣ avg_100 : 6.216962 ∣ l2loss : 6.074864 ∣ 
[  epoch 0006/0030] 2730/4800, lr:5.0e-05 ∣ avg_100 : 6.221181 ∣ l2loss : 6.331262 ∣ 
[  epoch 0006/0030] 2740/4800, lr:5.0e-05 ∣ avg_100 : 6.222105 ∣ l2loss : 6.418858 ∣ 
[  epoch 0006/0030] 2750/4800, lr:5.0e-05 ∣ avg_100 : 6.221596 ∣ l2loss : 6.098335 ∣ 
[  epoch 0006/0030] 2760/4800, lr:5.0e-05 ∣ avg_100 : 6.222107 ∣ l2loss : 6.265890 ∣ 
[  epoch 0006/0030] 2770/4800, lr:5.0e-05 ∣ avg_100 : 6.224488 ∣ l2loss : 6.288894 ∣ 
[  epoch 0006/0030] 2780/4800, lr:5.0e-05 ∣ avg_100 : 6.220247 ∣ l2loss : 6.006492 ∣ 
[  epoch 0006/0030] 2790/4800, lr:5.0e-05 ∣ avg_100 : 6.221503 ∣ l2loss : 6.203737 ∣ 
[  epoch 0006/0030] 2800/4800, lr:5.0e-05 ∣ avg_100 : 6.221667 ∣ l2loss : 6.046884 ∣ 
[  epoch 0006/0030] 2810/4800, lr:5.0e-05 ∣ avg_100 : 6.222000 ∣ l2loss : 6.199342 ∣ 
[  epoch 0006/0030] 2820/4800, lr:5.0e-05 ∣ avg_100 : 6.221331 ∣ l2loss : 6.095549 ∣ 
[  epoch 0006/0030] 2830/4800, lr:5.0e-05 ∣ avg_100 : 6.223856 ∣ l2loss : 6.112632 ∣ 
[  epoch 0006/0030] 2840/4800, lr:5.0e-05 ∣ avg_100 : 6.223618 ∣ l2loss : 6.284733 ∣ 
[  epoch 0006/0030] 2850/4800, lr:5.0e-05 ∣ avg_100 : 6.224422 ∣ l2loss : 6.438638 ∣ 
[  epoch 0006/0030] 2860/4800, lr:5.0e-05 ∣ avg_100 : 6.224938 ∣ l2loss : 6.430082 ∣ 
[  epoch 0006/0030] 2870/4800, lr:5.0e-05 ∣ avg_100 : 6.226914 ∣ l2loss : 6.183231 ∣ 
[  epoch 0006/0030] 2880/4800, lr:5.0e-05 ∣ avg_100 : 6.223653 ∣ l2loss : 5.834233 ∣ 
[  epoch 0006/0030] 2890/4800, lr:5.0e-05 ∣ avg_100 : 6.227329 ∣ l2loss : 6.432903 ∣ 
[  epoch 0006/0030] 2900/4800, lr:5.0e-05 ∣ avg_100 : 6.224517 ∣ l2loss : 6.147454 ∣ 
[  epoch 0006/0030] 2910/4800, lr:5.0e-05 ∣ avg_100 : 6.222436 ∣ l2loss : 6.177931 ∣ 
[  epoch 0006/0030] 2920/4800, lr:5.0e-05 ∣ avg_100 : 6.223726 ∣ l2loss : 6.428599 ∣ 
[  epoch 0006/0030] 2930/4800, lr:5.0e-05 ∣ avg_100 : 6.216790 ∣ l2loss : 5.856888 ∣ 
[  epoch 0006/0030] 2940/4800, lr:5.0e-05 ∣ avg_100 : 6.214869 ∣ l2loss : 6.283725 ∣ 
[  epoch 0006/0030] 2950/4800, lr:5.0e-05 ∣ avg_100 : 6.217237 ∣ l2loss : 6.484879 ∣ 
[  epoch 0006/0030] 2960/4800, lr:5.0e-05 ∣ avg_100 : 6.216646 ∣ l2loss : 6.075859 ∣ 
[  epoch 0006/0030] 2970/4800, lr:5.0e-05 ∣ avg_100 : 6.214980 ∣ l2loss : 5.819684 ∣ 
[  epoch 0006/0030] 2980/4800, lr:5.0e-05 ∣ avg_100 : 6.213508 ∣ l2loss : 6.191565 ∣ 
[  epoch 0006/0030] 2990/4800, lr:5.0e-05 ∣ avg_100 : 6.210322 ∣ l2loss : 5.896394 ∣ 
[  epoch 0006/0030] 3000/4800, lr:5.0e-05 ∣ avg_100 : 6.208832 ∣ l2loss : 6.328941 ∣ 
[  epoch 0006/0030] 3010/4800, lr:5.0e-05 ∣ avg_100 : 6.205468 ∣ l2loss : 6.154118 ∣ 
[  epoch 0006/0030] 3020/4800, lr:5.0e-05 ∣ avg_100 : 6.211815 ∣ l2loss : 6.723041 ∣ 
[  epoch 0006/0030] 3030/4800, lr:5.0e-05 ∣ avg_100 : 6.215257 ∣ l2loss : 6.562527 ∣ 
[  epoch 0006/0030] 3040/4800, lr:5.0e-05 ∣ avg_100 : 6.211931 ∣ l2loss : 6.196932 ∣ 
[  epoch 0006/0030] 3050/4800, lr:5.0e-05 ∣ avg_100 : 6.210815 ∣ l2loss : 6.118622 ∣ 
[  epoch 0006/0030] 3060/4800, lr:5.0e-05 ∣ avg_100 : 6.210887 ∣ l2loss : 6.315579 ∣ 
[  epoch 0006/0030] 3070/4800, lr:5.0e-05 ∣ avg_100 : 6.215718 ∣ l2loss : 6.388296 ∣ 
[  epoch 0006/0030] 3080/4800, lr:5.0e-05 ∣ avg_100 : 6.215811 ∣ l2loss : 6.462886 ∣ 
[  epoch 0006/0030] 3090/4800, lr:5.0e-05 ∣ avg_100 : 6.214802 ∣ l2loss : 6.109832 ∣ 
[  epoch 0006/0030] 3100/4800, lr:5.0e-05 ∣ avg_100 : 6.215109 ∣ l2loss : 6.236038 ∣ 
[  epoch 0006/0030] 3110/4800, lr:5.0e-05 ∣ avg_100 : 6.213274 ∣ l2loss : 6.238790 ∣ 
[  epoch 0006/0030] 3120/4800, lr:5.0e-05 ∣ avg_100 : 6.211997 ∣ l2loss : 6.289542 ∣ 
[  epoch 0006/0030] 3130/4800, lr:5.0e-05 ∣ avg_100 : 6.211860 ∣ l2loss : 5.991971 ∣ 
[  epoch 0006/0030] 3140/4800, lr:5.0e-05 ∣ avg_100 : 6.212685 ∣ l2loss : 6.226008 ∣ 
[  epoch 0006/0030] 3150/4800, lr:5.0e-05 ∣ avg_100 : 6.210017 ∣ l2loss : 6.049328 ∣ 
[  epoch 0006/0030] 3160/4800, lr:5.0e-05 ∣ avg_100 : 6.209204 ∣ l2loss : 6.240268 ∣ 
[  epoch 0006/0030] 3170/4800, lr:5.0e-05 ∣ avg_100 : 6.205349 ∣ l2loss : 6.074620 ∣ 
[  epoch 0006/0030] 3180/4800, lr:5.0e-05 ∣ avg_100 : 6.207182 ∣ l2loss : 6.270556 ∣ 
[  epoch 0006/0030] 3190/4800, lr:5.0e-05 ∣ avg_100 : 6.205212 ∣ l2loss : 6.029850 ∣ 
[  epoch 0006/0030] 3200/4800, lr:5.0e-05 ∣ avg_100 : 6.203115 ∣ l2loss : 5.925068 ∣ 
[  epoch 0006/0030] 3210/4800, lr:5.0e-05 ∣ avg_100 : 6.205761 ∣ l2loss : 6.303962 ∣ 
[  epoch 0006/0030] 3220/4800, lr:5.0e-05 ∣ avg_100 : 6.204959 ∣ l2loss : 6.049781 ∣ 
[  epoch 0006/0030] 3230/4800, lr:5.0e-05 ∣ avg_100 : 6.204555 ∣ l2loss : 6.268628 ∣ 
[  epoch 0006/0030] 3240/4800, lr:5.0e-05 ∣ avg_100 : 6.205297 ∣ l2loss : 6.154248 ∣ 
[  epoch 0006/0030] 3250/4800, lr:5.0e-05 ∣ avg_100 : 6.204582 ∣ l2loss : 6.091250 ∣ 
[  epoch 0006/0030] 3260/4800, lr:5.0e-05 ∣ avg_100 : 6.204588 ∣ l2loss : 6.261689 ∣ 
[  epoch 0006/0030] 3270/4800, lr:5.0e-05 ∣ avg_100 : 6.206651 ∣ l2loss : 6.248782 ∣ 
[  epoch 0006/0030] 3280/4800, lr:5.0e-05 ∣ avg_100 : 6.209295 ∣ l2loss : 6.371044 ∣ 
[  epoch 0006/0030] 3290/4800, lr:5.0e-05 ∣ avg_100 : 6.209830 ∣ l2loss : 6.198408 ∣ 
[  epoch 0006/0030] 3300/4800, lr:5.0e-05 ∣ avg_100 : 6.210224 ∣ l2loss : 6.227912 ∣ 
[  epoch 0006/0030] 3310/4800, lr:5.0e-05 ∣ avg_100 : 6.204623 ∣ l2loss : 6.062613 ∣ 
[  epoch 0006/0030] 3320/4800, lr:5.0e-05 ∣ avg_100 : 6.203668 ∣ l2loss : 6.121019 ∣ 
[  epoch 0006/0030] 3330/4800, lr:5.0e-05 ∣ avg_100 : 6.198713 ∣ l2loss : 6.236820 ∣ 
[  epoch 0006/0030] 3340/4800, lr:5.0e-05 ∣ avg_100 : 6.196821 ∣ l2loss : 6.232324 ∣ 
[  epoch 0006/0030] 3350/4800, lr:5.0e-05 ∣ avg_100 : 6.193383 ∣ l2loss : 5.950336 ∣ 
[  epoch 0006/0030] 3360/4800, lr:5.0e-05 ∣ avg_100 : 6.192390 ∣ l2loss : 6.024112 ∣ 
[  epoch 0006/0030] 3370/4800, lr:5.0e-05 ∣ avg_100 : 6.194191 ∣ l2loss : 6.406770 ∣ 
[  epoch 0006/0030] 3380/4800, lr:5.0e-05 ∣ avg_100 : 6.196139 ∣ l2loss : 6.445317 ∣ 
[  epoch 0006/0030] 3390/4800, lr:5.0e-05 ∣ avg_100 : 6.193148 ∣ l2loss : 6.051488 ∣ 
[  epoch 0006/0030] 3400/4800, lr:5.0e-05 ∣ avg_100 : 6.192518 ∣ l2loss : 5.835985 ∣ 
[  epoch 0006/0030] 3410/4800, lr:5.0e-05 ∣ avg_100 : 6.195478 ∣ l2loss : 6.503243 ∣ 
[  epoch 0006/0030] 3420/4800, lr:5.0e-05 ∣ avg_100 : 6.196528 ∣ l2loss : 6.203975 ∣ 
[  epoch 0006/0030] 3430/4800, lr:5.0e-05 ∣ avg_100 : 6.197648 ∣ l2loss : 6.389546 ∣ 
[  epoch 0006/0030] 3440/4800, lr:5.0e-05 ∣ avg_100 : 6.197869 ∣ l2loss : 6.200387 ∣ 
[  epoch 0006/0030] 3450/4800, lr:5.0e-05 ∣ avg_100 : 6.195671 ∣ l2loss : 5.937400 ∣ 
[  epoch 0006/0030] 3460/4800, lr:5.0e-05 ∣ avg_100 : 6.191090 ∣ l2loss : 6.020971 ∣ 
[  epoch 0006/0030] 3470/4800, lr:5.0e-05 ∣ avg_100 : 6.190069 ∣ l2loss : 6.011630 ∣ 
[  epoch 0006/0030] 3480/4800, lr:5.0e-05 ∣ avg_100 : 6.190328 ∣ l2loss : 6.136659 ∣ 
[  epoch 0006/0030] 3490/4800, lr:5.0e-05 ∣ avg_100 : 6.189765 ∣ l2loss : 5.974330 ∣ 
[  epoch 0006/0030] 3500/4800, lr:5.0e-05 ∣ avg_100 : 6.187740 ∣ l2loss : 6.231072 ∣ 
[  epoch 0006/0030] 3510/4800, lr:5.0e-05 ∣ avg_100 : 6.189379 ∣ l2loss : 6.266931 ∣ 
[  epoch 0006/0030] 3520/4800, lr:5.0e-05 ∣ avg_100 : 6.192604 ∣ l2loss : 6.484581 ∣ 
[  epoch 0006/0030] 3530/4800, lr:5.0e-05 ∣ avg_100 : 6.194269 ∣ l2loss : 6.177691 ∣ 
[  epoch 0006/0030] 3540/4800, lr:5.0e-05 ∣ avg_100 : 6.192305 ∣ l2loss : 6.312668 ∣ 
[  epoch 0006/0030] 3550/4800, lr:5.0e-05 ∣ avg_100 : 6.194764 ∣ l2loss : 6.351541 ∣ 
[  epoch 0006/0030] 3560/4800, lr:5.0e-05 ∣ avg_100 : 6.195330 ∣ l2loss : 6.427966 ∣ 
[  epoch 0006/0030] 3570/4800, lr:5.0e-05 ∣ avg_100 : 6.201007 ∣ l2loss : 6.332970 ∣ 
[  epoch 0006/0030] 3580/4800, lr:5.0e-05 ∣ avg_100 : 6.205524 ∣ l2loss : 6.503080 ∣ 
[  epoch 0006/0030] 3590/4800, lr:5.0e-05 ∣ avg_100 : 6.205720 ∣ l2loss : 6.312750 ∣ 
[  epoch 0006/0030] 3600/4800, lr:5.0e-05 ∣ avg_100 : 6.206964 ∣ l2loss : 6.192265 ∣ 
[  epoch 0006/0030] 3610/4800, lr:5.0e-05 ∣ avg_100 : 6.203024 ∣ l2loss : 5.964346 ∣ 
[  epoch 0006/0030] 3620/4800, lr:5.0e-05 ∣ avg_100 : 6.202867 ∣ l2loss : 6.188217 ∣ 
[  epoch 0006/0030] 3630/4800, lr:5.0e-05 ∣ avg_100 : 6.204983 ∣ l2loss : 6.165275 ∣ 
[  epoch 0006/0030] 3640/4800, lr:5.0e-05 ∣ avg_100 : 6.203455 ∣ l2loss : 5.942482 ∣ 
[  epoch 0006/0030] 3650/4800, lr:5.0e-05 ∣ avg_100 : 6.200073 ∣ l2loss : 5.872813 ∣ 
[  epoch 0006/0030] 3660/4800, lr:5.0e-05 ∣ avg_100 : 6.200914 ∣ l2loss : 6.285886 ∣ 
[  epoch 0006/0030] 3670/4800, lr:5.0e-05 ∣ avg_100 : 6.197605 ∣ l2loss : 5.952244 ∣ 
[  epoch 0006/0030] 3680/4800, lr:5.0e-05 ∣ avg_100 : 6.196557 ∣ l2loss : 6.272226 ∣ 
[  epoch 0006/0030] 3690/4800, lr:5.0e-05 ∣ avg_100 : 6.196552 ∣ l2loss : 6.085345 ∣ 
[  epoch 0006/0030] 3700/4800, lr:5.0e-05 ∣ avg_100 : 6.197299 ∣ l2loss : 6.092199 ∣ 
[  epoch 0006/0030] 3710/4800, lr:5.0e-05 ∣ avg_100 : 6.195654 ∣ l2loss : 6.187861 ∣ 
[  epoch 0006/0030] 3720/4800, lr:5.0e-05 ∣ avg_100 : 6.197058 ∣ l2loss : 6.215319 ∣ 
[  epoch 0006/0030] 3730/4800, lr:5.0e-05 ∣ avg_100 : 6.196559 ∣ l2loss : 6.281324 ∣ 
[  epoch 0006/0030] 3740/4800, lr:5.0e-05 ∣ avg_100 : 6.198140 ∣ l2loss : 6.576969 ∣ 
[  epoch 0006/0030] 3750/4800, lr:5.0e-05 ∣ avg_100 : 6.199893 ∣ l2loss : 6.273578 ∣ 
[  epoch 0006/0030] 3760/4800, lr:5.0e-05 ∣ avg_100 : 6.199578 ∣ l2loss : 6.234399 ∣ 
[  epoch 0006/0030] 3770/4800, lr:5.0e-05 ∣ avg_100 : 6.197472 ∣ l2loss : 6.078308 ∣ 
[  epoch 0006/0030] 3780/4800, lr:5.0e-05 ∣ avg_100 : 6.198338 ∣ l2loss : 6.093143 ∣ 
[  epoch 0006/0030] 3790/4800, lr:5.0e-05 ∣ avg_100 : 6.200072 ∣ l2loss : 6.377056 ∣ 
[  epoch 0006/0030] 3800/4800, lr:5.0e-05 ∣ avg_100 : 6.200790 ∣ l2loss : 6.118719 ∣ 
[  epoch 0006/0030] 3810/4800, lr:5.0e-05 ∣ avg_100 : 6.199604 ∣ l2loss : 6.080788 ∣ 
[  epoch 0006/0030] 3820/4800, lr:5.0e-05 ∣ avg_100 : 6.200054 ∣ l2loss : 6.140506 ∣ 
[  epoch 0006/0030] 3830/4800, lr:5.0e-05 ∣ avg_100 : 6.199754 ∣ l2loss : 6.082680 ∣ 
[  epoch 0006/0030] 3840/4800, lr:5.0e-05 ∣ avg_100 : 6.198586 ∣ l2loss : 6.167913 ∣ 
[  epoch 0006/0030] 3850/4800, lr:5.0e-05 ∣ avg_100 : 6.193147 ∣ l2loss : 5.894751 ∣ 
[  epoch 0006/0030] 3860/4800, lr:5.0e-05 ∣ avg_100 : 6.189647 ∣ l2loss : 6.080054 ∣ 
[  epoch 0006/0030] 3870/4800, lr:5.0e-05 ∣ avg_100 : 6.190704 ∣ l2loss : 6.288909 ∣ 
[  epoch 0006/0030] 3880/4800, lr:5.0e-05 ∣ avg_100 : 6.191875 ∣ l2loss : 5.951384 ∣ 
[  epoch 0006/0030] 3890/4800, lr:5.0e-05 ∣ avg_100 : 6.188412 ∣ l2loss : 6.086552 ∣ 
[  epoch 0006/0030] 3900/4800, lr:5.0e-05 ∣ avg_100 : 6.186616 ∣ l2loss : 5.967826 ∣ 
[  epoch 0006/0030] 3910/4800, lr:5.0e-05 ∣ avg_100 : 6.184587 ∣ l2loss : 5.975112 ∣ 
[  epoch 0006/0030] 3920/4800, lr:5.0e-05 ∣ avg_100 : 6.180741 ∣ l2loss : 6.043959 ∣ 
[  epoch 0006/0030] 3930/4800, lr:5.0e-05 ∣ avg_100 : 6.184829 ∣ l2loss : 6.265712 ∣ 
[  epoch 0006/0030] 3940/4800, lr:5.0e-05 ∣ avg_100 : 6.183457 ∣ l2loss : 6.146472 ∣ 
[  epoch 0006/0030] 3950/4800, lr:5.0e-05 ∣ avg_100 : 6.179799 ∣ l2loss : 6.119136 ∣ 
[  epoch 0006/0030] 3960/4800, lr:5.0e-05 ∣ avg_100 : 6.181734 ∣ l2loss : 6.269289 ∣ 
[  epoch 0006/0030] 3970/4800, lr:5.0e-05 ∣ avg_100 : 6.185868 ∣ l2loss : 6.233102 ∣ 
[  epoch 0006/0030] 3980/4800, lr:5.0e-05 ∣ avg_100 : 6.185486 ∣ l2loss : 6.153350 ∣ 
[  epoch 0006/0030] 3990/4800, lr:5.0e-05 ∣ avg_100 : 6.184890 ∣ l2loss : 5.836882 ∣ 
[  epoch 0006/0030] 4000/4800, lr:5.0e-05 ∣ avg_100 : 6.182279 ∣ l2loss : 6.067764 ∣ 
[  epoch 0006/0030] 4010/4800, lr:5.0e-05 ∣ avg_100 : 6.181850 ∣ l2loss : 6.111219 ∣ 
[  epoch 0006/0030] 4020/4800, lr:5.0e-05 ∣ avg_100 : 6.176311 ∣ l2loss : 6.169216 ∣ 
[  epoch 0006/0030] 4030/4800, lr:5.0e-05 ∣ avg_100 : 6.173386 ∣ l2loss : 6.269946 ∣ 
[  epoch 0006/0030] 4040/4800, lr:5.0e-05 ∣ avg_100 : 6.171389 ∣ l2loss : 5.997280 ∣ 
[  epoch 0006/0030] 4050/4800, lr:5.0e-05 ∣ avg_100 : 6.172433 ∣ l2loss : 6.223037 ∣ 
[  epoch 0006/0030] 4060/4800, lr:5.0e-05 ∣ avg_100 : 6.172327 ∣ l2loss : 6.304958 ∣ 
[  epoch 0006/0030] 4070/4800, lr:5.0e-05 ∣ avg_100 : 6.172764 ∣ l2loss : 6.432028 ∣ 
[  epoch 0006/0030] 4080/4800, lr:5.0e-05 ∣ avg_100 : 6.171650 ∣ l2loss : 6.351410 ∣ 
[  epoch 0006/0030] 4090/4800, lr:5.0e-05 ∣ avg_100 : 6.171749 ∣ l2loss : 6.119804 ∣ 
[  epoch 0006/0030] 4100/4800, lr:5.0e-05 ∣ avg_100 : 6.170084 ∣ l2loss : 6.069553 ∣ 
[  epoch 0006/0030] 4110/4800, lr:5.0e-05 ∣ avg_100 : 6.168088 ∣ l2loss : 6.039156 ∣ 
[  epoch 0006/0030] 4120/4800, lr:5.0e-05 ∣ avg_100 : 6.164914 ∣ l2loss : 5.972088 ∣ 
[  epoch 0006/0030] 4130/4800, lr:5.0e-05 ∣ avg_100 : 6.166052 ∣ l2loss : 6.105850 ∣ 
[  epoch 0006/0030] 4140/4800, lr:5.0e-05 ∣ avg_100 : 6.167372 ∣ l2loss : 6.357938 ∣ 
[  epoch 0006/0030] 4150/4800, lr:5.0e-05 ∣ avg_100 : 6.168730 ∣ l2loss : 6.185139 ∣ 
[  epoch 0006/0030] 4160/4800, lr:5.0e-05 ∣ avg_100 : 6.167067 ∣ l2loss : 6.073966 ∣ 
[  epoch 0006/0030] 4170/4800, lr:5.0e-05 ∣ avg_100 : 6.168050 ∣ l2loss : 6.172927 ∣ 
[  epoch 0006/0030] 4180/4800, lr:5.0e-05 ∣ avg_100 : 6.168643 ∣ l2loss : 6.329883 ∣ 
[  epoch 0006/0030] 4190/4800, lr:5.0e-05 ∣ avg_100 : 6.169406 ∣ l2loss : 6.106108 ∣ 
[  epoch 0006/0030] 4200/4800, lr:5.0e-05 ∣ avg_100 : 6.171297 ∣ l2loss : 6.114204 ∣ 
[  epoch 0006/0030] 4210/4800, lr:5.0e-05 ∣ avg_100 : 6.168630 ∣ l2loss : 6.037303 ∣ 
[  epoch 0006/0030] 4220/4800, lr:5.0e-05 ∣ avg_100 : 6.167279 ∣ l2loss : 5.914607 ∣ 
[  epoch 0006/0030] 4230/4800, lr:5.0e-05 ∣ avg_100 : 6.166377 ∣ l2loss : 6.178441 ∣ 
[  epoch 0006/0030] 4240/4800, lr:5.0e-05 ∣ avg_100 : 6.168832 ∣ l2loss : 6.399725 ∣ 
[  epoch 0006/0030] 4250/4800, lr:5.0e-05 ∣ avg_100 : 6.168656 ∣ l2loss : 6.073712 ∣ 
[  epoch 0006/0030] 4260/4800, lr:5.0e-05 ∣ avg_100 : 6.166124 ∣ l2loss : 6.008427 ∣ 
[  epoch 0006/0030] 4270/4800, lr:5.0e-05 ∣ avg_100 : 6.166976 ∣ l2loss : 6.334019 ∣ 
[  epoch 0006/0030] 4280/4800, lr:5.0e-05 ∣ avg_100 : 6.165014 ∣ l2loss : 6.174823 ∣ 
[  epoch 0006/0030] 4290/4800, lr:5.0e-05 ∣ avg_100 : 6.165719 ∣ l2loss : 6.268923 ∣ 
[  epoch 0006/0030] 4300/4800, lr:5.0e-05 ∣ avg_100 : 6.163357 ∣ l2loss : 5.991722 ∣ 
[  epoch 0006/0030] 4310/4800, lr:5.0e-05 ∣ avg_100 : 6.164078 ∣ l2loss : 6.134694 ∣ 
[  epoch 0006/0030] 4320/4800, lr:5.0e-05 ∣ avg_100 : 6.165484 ∣ l2loss : 6.261630 ∣ 
[  epoch 0006/0030] 4330/4800, lr:5.0e-05 ∣ avg_100 : 6.163169 ∣ l2loss : 6.005305 ∣ 
[  epoch 0006/0030] 4340/4800, lr:5.0e-05 ∣ avg_100 : 6.160499 ∣ l2loss : 5.965315 ∣ 
[  epoch 0006/0030] 4350/4800, lr:5.0e-05 ∣ avg_100 : 6.163931 ∣ l2loss : 6.293535 ∣ 
[  epoch 0006/0030] 4360/4800, lr:5.0e-05 ∣ avg_100 : 6.164746 ∣ l2loss : 6.105659 ∣ 
[  epoch 0006/0030] 4370/4800, lr:5.0e-05 ∣ avg_100 : 6.162237 ∣ l2loss : 6.155881 ∣ 
[  epoch 0006/0030] 4380/4800, lr:5.0e-05 ∣ avg_100 : 6.160641 ∣ l2loss : 6.285651 ∣ 
[  epoch 0006/0030] 4390/4800, lr:5.0e-05 ∣ avg_100 : 6.165262 ∣ l2loss : 6.513594 ∣ 
[  epoch 0006/0030] 4400/4800, lr:5.0e-05 ∣ avg_100 : 6.167735 ∣ l2loss : 6.083362 ∣ 
[  epoch 0006/0030] 4410/4800, lr:5.0e-05 ∣ avg_100 : 6.163754 ∣ l2loss : 6.105096 ∣ 
[  epoch 0006/0030] 4420/4800, lr:5.0e-05 ∣ avg_100 : 6.162256 ∣ l2loss : 6.054227 ∣ 
[  epoch 0006/0030] 4430/4800, lr:5.0e-05 ∣ avg_100 : 6.158705 ∣ l2loss : 6.034440 ∣ 
[  epoch 0006/0030] 4440/4800, lr:5.0e-05 ∣ avg_100 : 6.159582 ∣ l2loss : 6.287995 ∣ 
[  epoch 0006/0030] 4450/4800, lr:5.0e-05 ∣ avg_100 : 6.162246 ∣ l2loss : 6.203840 ∣ 
[  epoch 0006/0030] 4460/4800, lr:5.0e-05 ∣ avg_100 : 6.163727 ∣ l2loss : 6.169089 ∣ 
[  epoch 0006/0030] 4470/4800, lr:5.0e-05 ∣ avg_100 : 6.165542 ∣ l2loss : 6.193076 ∣ 
[  epoch 0006/0030] 4480/4800, lr:5.0e-05 ∣ avg_100 : 6.162521 ∣ l2loss : 5.834603 ∣ 
[  epoch 0006/0030] 4490/4800, lr:5.0e-05 ∣ avg_100 : 6.163224 ∣ l2loss : 6.044650 ∣ 
[  epoch 0006/0030] 4500/4800, lr:5.0e-05 ∣ avg_100 : 6.163030 ∣ l2loss : 6.211654 ∣ 
[  epoch 0006/0030] 4510/4800, lr:5.0e-05 ∣ avg_100 : 6.160350 ∣ l2loss : 5.998936 ∣ 
[  epoch 0006/0030] 4520/4800, lr:5.0e-05 ∣ avg_100 : 6.155285 ∣ l2loss : 5.978053 ∣ 
[  epoch 0006/0030] 4530/4800, lr:5.0e-05 ∣ avg_100 : 6.156242 ∣ l2loss : 6.273442 ∣ 
[  epoch 0006/0030] 4540/4800, lr:5.0e-05 ∣ avg_100 : 6.153563 ∣ l2loss : 6.044780 ∣ 
[  epoch 0006/0030] 4550/4800, lr:5.0e-05 ∣ avg_100 : 6.156443 ∣ l2loss : 6.639540 ∣ 
[  epoch 0006/0030] 4560/4800, lr:5.0e-05 ∣ avg_100 : 6.151277 ∣ l2loss : 5.911367 ∣ 
[  epoch 0006/0030] 4570/4800, lr:5.0e-05 ∣ avg_100 : 6.150969 ∣ l2loss : 6.302168 ∣ 
[  epoch 0006/0030] 4580/4800, lr:5.0e-05 ∣ avg_100 : 6.148704 ∣ l2loss : 6.276554 ∣ 
[  epoch 0006/0030] 4590/4800, lr:5.0e-05 ∣ avg_100 : 6.147226 ∣ l2loss : 6.164938 ∣ 
[  epoch 0006/0030] 4600/4800, lr:5.0e-05 ∣ avg_100 : 6.145708 ∣ l2loss : 6.040501 ∣ 
[  epoch 0006/0030] 4610/4800, lr:5.0e-05 ∣ avg_100 : 6.145166 ∣ l2loss : 5.910136 ∣ 
[  epoch 0006/0030] 4620/4800, lr:5.0e-05 ∣ avg_100 : 6.144236 ∣ l2loss : 6.095163 ∣ 
[  epoch 0006/0030] 4630/4800, lr:5.0e-05 ∣ avg_100 : 6.144331 ∣ l2loss : 6.174832 ∣ 
[  epoch 0006/0030] 4640/4800, lr:5.0e-05 ∣ avg_100 : 6.143684 ∣ l2loss : 5.877734 ∣ 
[  epoch 0006/0030] 4650/4800, lr:5.0e-05 ∣ avg_100 : 6.143401 ∣ l2loss : 5.844569 ∣ 
[  epoch 0006/0030] 4660/4800, lr:5.0e-05 ∣ avg_100 : 6.142707 ∣ l2loss : 6.216491 ∣ 
[  epoch 0006/0030] 4670/4800, lr:5.0e-05 ∣ avg_100 : 6.145813 ∣ l2loss : 6.262819 ∣ 
[  epoch 0006/0030] 4680/4800, lr:5.0e-05 ∣ avg_100 : 6.146080 ∣ l2loss : 6.298864 ∣ 
[  epoch 0006/0030] 4690/4800, lr:5.0e-05 ∣ avg_100 : 6.145682 ∣ l2loss : 6.045536 ∣ 
[  epoch 0006/0030] 4700/4800, lr:5.0e-05 ∣ avg_100 : 6.147936 ∣ l2loss : 6.317650 ∣ 
[  epoch 0006/0030] 4710/4800, lr:5.0e-05 ∣ avg_100 : 6.146103 ∣ l2loss : 6.004568 ∣ 
[  epoch 0006/0030] 4720/4800, lr:5.0e-05 ∣ avg_100 : 6.143256 ∣ l2loss : 5.930564 ∣ 
[  epoch 0006/0030] 4730/4800, lr:5.0e-05 ∣ avg_100 : 6.141848 ∣ l2loss : 6.140529 ∣ 
[  epoch 0006/0030] 4740/4800, lr:5.0e-05 ∣ avg_100 : 6.135872 ∣ l2loss : 5.979424 ∣ 
[  epoch 0006/0030] 4750/4800, lr:5.0e-05 ∣ avg_100 : 6.133792 ∣ l2loss : 6.065598 ∣ 
[  epoch 0006/0030] 4760/4800, lr:5.0e-05 ∣ avg_100 : 6.131800 ∣ l2loss : 6.035184 ∣ 
[  epoch 0006/0030] 4770/4800, lr:5.0e-05 ∣ avg_100 : 6.131378 ∣ l2loss : 6.036123 ∣ 
[  epoch 0006/0030] 4780/4800, lr:5.0e-05 ∣ avg_100 : 6.132341 ∣ l2loss : 6.189363 ∣ 
[  epoch 0006/0030] 4790/4800, lr:5.0e-05 ∣ avg_100 : 6.125435 ∣ l2loss : 5.686546 ∣ 
[  epoch 0006/0030] 4800/4800, lr:5.0e-05 ∣ avg_100 : 6.128492 ∣ l2loss : 6.424364 ∣ 
[    val 006    ] Done! PSNR : 36.73 dB, SSIM : 0.927total: 22:33:04                    
[  epoch 0007/0030] 0010/4800, lr:5.0e-05 ∣ avg_100 : 6.130406 ∣ l2loss : 6.272229 ∣ 
[  epoch 0007/0030] 0020/4800, lr:5.0e-05 ∣ avg_100 : 6.131154 ∣ l2loss : 6.215311 ∣ 
[  epoch 0007/0030] 0030/4800, lr:5.0e-05 ∣ avg_100 : 6.134227 ∣ l2loss : 6.389931 ∣ 
[  epoch 0007/0030] 0040/4800, lr:5.0e-05 ∣ avg_100 : 6.135185 ∣ l2loss : 6.263762 ∣ 
[  epoch 0007/0030] 0050/4800, lr:5.0e-05 ∣ avg_100 : 6.137122 ∣ l2loss : 6.088418 ∣ 
[  epoch 0007/0030] 0060/4800, lr:5.0e-05 ∣ avg_100 : 6.138100 ∣ l2loss : 6.177865 ∣ 
[  epoch 0007/0030] 0070/4800, lr:5.0e-05 ∣ avg_100 : 6.137906 ∣ l2loss : 6.269526 ∣ 
[  epoch 0007/0030] 0080/4800, lr:5.0e-05 ∣ avg_100 : 6.137999 ∣ l2loss : 5.960668 ∣ 
[  epoch 0007/0030] 0090/4800, lr:5.0e-05 ∣ avg_100 : 6.136649 ∣ l2loss : 5.951504 ∣ 
[  epoch 0007/0030] 0100/4800, lr:5.0e-05 ∣ avg_100 : 6.138813 ∣ l2loss : 6.184303 ∣ 
[  epoch 0007/0030] 0110/4800, lr:5.0e-05 ∣ avg_100 : 6.138166 ∣ l2loss : 5.910333 ∣ 
[  epoch 0007/0030] 0120/4800, lr:5.0e-05 ∣ avg_100 : 6.136776 ∣ l2loss : 5.904989 ∣ 
[  epoch 0007/0030] 0130/4800, lr:5.0e-05 ∣ avg_100 : 6.135887 ∣ l2loss : 6.176815 ∣ 
[  epoch 0007/0030] 0140/4800, lr:5.0e-05 ∣ avg_100 : 6.134052 ∣ l2loss : 5.963017 ∣ 
[  epoch 0007/0030] 0150/4800, lr:5.0e-05 ∣ avg_100 : 6.132989 ∣ l2loss : 6.012826 ∣ 
[  epoch 0007/0030] 0160/4800, lr:5.0e-05 ∣ avg_100 : 6.132677 ∣ l2loss : 6.238089 ∣ 
[  epoch 0007/0030] 0170/4800, lr:5.0e-05 ∣ avg_100 : 6.131656 ∣ l2loss : 6.130923 ∣ 
[  epoch 0007/0030] 0180/4800, lr:5.0e-05 ∣ avg_100 : 6.128525 ∣ l2loss : 5.840282 ∣ 
[  epoch 0007/0030] 0190/4800, lr:5.0e-05 ∣ avg_100 : 6.130619 ∣ l2loss : 6.046325 ∣ 
[  epoch 0007/0030] 0200/4800, lr:5.0e-05 ∣ avg_100 : 6.129107 ∣ l2loss : 5.916567 ∣ 
[  epoch 0007/0030] 0210/4800, lr:5.0e-05 ∣ avg_100 : 6.128534 ∣ l2loss : 6.053853 ∣ 
[  epoch 0007/0030] 0220/4800, lr:5.0e-05 ∣ avg_100 : 6.129011 ∣ l2loss : 6.216971 ∣ 
[  epoch 0007/0030] 0230/4800, lr:5.0e-05 ∣ avg_100 : 6.128575 ∣ l2loss : 6.226317 ∣ 
[  epoch 0007/0030] 0240/4800, lr:5.0e-05 ∣ avg_100 : 6.128832 ∣ l2loss : 6.023002 ∣ 
[  epoch 0007/0030] 0250/4800, lr:5.0e-05 ∣ avg_100 : 6.128742 ∣ l2loss : 6.214023 ∣ 
[  epoch 0007/0030] 0260/4800, lr:5.0e-05 ∣ avg_100 : 6.126340 ∣ l2loss : 6.064798 ∣ 
[  epoch 0007/0030] 0270/4800, lr:5.0e-05 ∣ avg_100 : 6.122757 ∣ l2loss : 6.073687 ∣ 
[  epoch 0007/0030] 0280/4800, lr:5.0e-05 ∣ avg_100 : 6.121456 ∣ l2loss : 6.221356 ∣ 
[  epoch 0007/0030] 0290/4800, lr:5.0e-05 ∣ avg_100 : 6.123475 ∣ l2loss : 6.321683 ∣ 
[  epoch 0007/0030] 0300/4800, lr:5.0e-05 ∣ avg_100 : 6.126180 ∣ l2loss : 6.340026 ∣ 
[  epoch 0007/0030] 0310/4800, lr:5.0e-05 ∣ avg_100 : 6.129011 ∣ l2loss : 6.322266 ∣ 
[  epoch 0007/0030] 0320/4800, lr:5.0e-05 ∣ avg_100 : 6.132702 ∣ l2loss : 6.341227 ∣ 
[  epoch 0007/0030] 0330/4800, lr:5.0e-05 ∣ avg_100 : 6.132051 ∣ l2loss : 6.040722 ∣ 
[  epoch 0007/0030] 0340/4800, lr:5.0e-05 ∣ avg_100 : 6.128049 ∣ l2loss : 5.957751 ∣ 
[  epoch 0007/0030] 0350/4800, lr:5.0e-05 ∣ avg_100 : 6.128727 ∣ l2loss : 6.252936 ∣ 
[  epoch 0007/0030] 0360/4800, lr:5.0e-05 ∣ avg_100 : 6.130730 ∣ l2loss : 6.274258 ∣ 
[  epoch 0007/0030] 0370/4800, lr:5.0e-05 ∣ avg_100 : 6.129701 ∣ l2loss : 6.070010 ∣ 
[  epoch 0007/0030] 0380/4800, lr:5.0e-05 ∣ avg_100 : 6.126480 ∣ l2loss : 6.007820 ∣ 
[  epoch 0007/0030] 0390/4800, lr:5.0e-05 ∣ avg_100 : 6.127467 ∣ l2loss : 6.204740 ∣ 
[  epoch 0007/0030] 0400/4800, lr:5.0e-05 ∣ avg_100 : 6.127700 ∣ l2loss : 6.137515 ∣ 
[  epoch 0007/0030] 0410/4800, lr:5.0e-05 ∣ avg_100 : 6.130441 ∣ l2loss : 6.311447 ∣ 
[  epoch 0007/0030] 0420/4800, lr:5.0e-05 ∣ avg_100 : 6.132840 ∣ l2loss : 6.154529 ∣ 
[  epoch 0007/0030] 0430/4800, lr:5.0e-05 ∣ avg_100 : 6.132368 ∣ l2loss : 6.131229 ∣ 
[  epoch 0007/0030] 0440/4800, lr:5.0e-05 ∣ avg_100 : 6.131735 ∣ l2loss : 6.336399 ∣ 
[  epoch 0007/0030] 0450/4800, lr:5.0e-05 ∣ avg_100 : 6.133228 ∣ l2loss : 6.223030 ∣ 
[  epoch 0007/0030] 0460/4800, lr:5.0e-05 ∣ avg_100 : 6.134725 ∣ l2loss : 6.158125 ∣ 
[  epoch 0007/0030] 0470/4800, lr:5.0e-05 ∣ avg_100 : 6.134034 ∣ l2loss : 6.264944 ∣ 
[  epoch 0007/0030] 0480/4800, lr:5.0e-05 ∣ avg_100 : 6.134216 ∣ l2loss : 6.192987 ∣ 
[  epoch 0007/0030] 0490/4800, lr:5.0e-05 ∣ avg_100 : 6.132764 ∣ l2loss : 6.123713 ∣ 
[  epoch 0007/0030] 0500/4800, lr:5.0e-05 ∣ avg_100 : 6.133867 ∣ l2loss : 6.101974 ∣ 
[  epoch 0007/0030] 0510/4800, lr:5.0e-05 ∣ avg_100 : 6.132798 ∣ l2loss : 6.027819 ∣ 
[  epoch 0007/0030] 0520/4800, lr:5.0e-05 ∣ avg_100 : 6.129220 ∣ l2loss : 5.903829 ∣ 
[  epoch 0007/0030] 0530/4800, lr:5.0e-05 ∣ avg_100 : 6.129271 ∣ l2loss : 6.010463 ∣ 
[  epoch 0007/0030] 0540/4800, lr:5.0e-05 ∣ avg_100 : 6.132240 ∣ l2loss : 6.262197 ∣ 
[  epoch 0007/0030] 0550/4800, lr:5.0e-05 ∣ avg_100 : 6.133352 ∣ l2loss : 6.404679 ∣ 
[  epoch 0007/0030] 0560/4800, lr:5.0e-05 ∣ avg_100 : 6.133974 ∣ l2loss : 6.167925 ∣ 
[  epoch 0007/0030] 0570/4800, lr:5.0e-05 ∣ avg_100 : 6.133418 ∣ l2loss : 6.100296 ∣ 
[  epoch 0007/0030] 0580/4800, lr:5.0e-05 ∣ avg_100 : 6.132860 ∣ l2loss : 6.229851 ∣ 
[  epoch 0007/0030] 0590/4800, lr:5.0e-05 ∣ avg_100 : 6.125856 ∣ l2loss : 5.813195 ∣ 
[  epoch 0007/0030] 0600/4800, lr:5.0e-05 ∣ avg_100 : 6.126692 ∣ l2loss : 6.166869 ∣ 
[  epoch 0007/0030] 0610/4800, lr:5.0e-05 ∣ avg_100 : 6.126019 ∣ l2loss : 6.037814 ∣ 
[  epoch 0007/0030] 0620/4800, lr:5.0e-05 ∣ avg_100 : 6.126023 ∣ l2loss : 6.054696 ∣ 
[  epoch 0007/0030] 0630/4800, lr:5.0e-05 ∣ avg_100 : 6.126772 ∣ l2loss : 6.109321 ∣ 
[  epoch 0007/0030] 0640/4800, lr:5.0e-05 ∣ avg_100 : 6.124217 ∣ l2loss : 6.032473 ∣ 
[  epoch 0007/0030] 0650/4800, lr:5.0e-05 ∣ avg_100 : 6.122549 ∣ l2loss : 6.037044 ∣ 
[  epoch 0007/0030] 0660/4800, lr:5.0e-05 ∣ avg_100 : 6.122068 ∣ l2loss : 6.120974 ∣ 
[  epoch 0007/0030] 0670/4800, lr:5.0e-05 ∣ avg_100 : 6.121913 ∣ l2loss : 6.177586 ∣ 
[  epoch 0007/0030] 0680/4800, lr:5.0e-05 ∣ avg_100 : 6.124862 ∣ l2loss : 6.129518 ∣ 
[  epoch 0007/0030] 0690/4800, lr:5.0e-05 ∣ avg_100 : 6.126636 ∣ l2loss : 6.222084 ∣ 
[  epoch 0007/0030] 0700/4800, lr:5.0e-05 ∣ avg_100 : 6.126619 ∣ l2loss : 6.209892 ∣ 
[  epoch 0007/0030] 0710/4800, lr:5.0e-05 ∣ avg_100 : 6.129436 ∣ l2loss : 6.280654 ∣ 
[  epoch 0007/0030] 0720/4800, lr:5.0e-05 ∣ avg_100 : 6.131041 ∣ l2loss : 6.138592 ∣ 
[  epoch 0007/0030] 0730/4800, lr:5.0e-05 ∣ avg_100 : 6.129933 ∣ l2loss : 6.162579 ∣ 
[  epoch 0007/0030] 0740/4800, lr:5.0e-05 ∣ avg_100 : 6.129090 ∣ l2loss : 5.960541 ∣ 
[  epoch 0007/0030] 0750/4800, lr:5.0e-05 ∣ avg_100 : 6.122404 ∣ l2loss : 5.970939 ∣ 
[  epoch 0007/0030] 0760/4800, lr:5.0e-05 ∣ avg_100 : 6.127023 ∣ l2loss : 6.373233 ∣ 
[  epoch 0007/0030] 0770/4800, lr:5.0e-05 ∣ avg_100 : 6.125703 ∣ l2loss : 6.170124 ∣ 
[  epoch 0007/0030] 0780/4800, lr:5.0e-05 ∣ avg_100 : 6.123542 ∣ l2loss : 6.060470 ∣ 
[  epoch 0007/0030] 0790/4800, lr:5.0e-05 ∣ avg_100 : 6.123457 ∣ l2loss : 6.156497 ∣ 
[  epoch 0007/0030] 0800/4800, lr:5.0e-05 ∣ avg_100 : 6.124212 ∣ l2loss : 6.116010 ∣ 
[  epoch 0007/0030] 0810/4800, lr:5.0e-05 ∣ avg_100 : 6.125167 ∣ l2loss : 6.005583 ∣ 
[  epoch 0007/0030] 0820/4800, lr:5.0e-05 ∣ avg_100 : 6.124254 ∣ l2loss : 6.003873 ∣ 
[  epoch 0007/0030] 0830/4800, lr:5.0e-05 ∣ avg_100 : 6.124731 ∣ l2loss : 6.222554 ∣ 
[  epoch 0007/0030] 0840/4800, lr:5.0e-05 ∣ avg_100 : 6.127623 ∣ l2loss : 6.166963 ∣ 
[  epoch 0007/0030] 0850/4800, lr:5.0e-05 ∣ avg_100 : 6.130955 ∣ l2loss : 6.177755 ∣ 
[  epoch 0007/0030] 0860/4800, lr:5.0e-05 ∣ avg_100 : 6.127400 ∣ l2loss : 5.860995 ∣ 
[  epoch 0007/0030] 0870/4800, lr:5.0e-05 ∣ avg_100 : 6.127738 ∣ l2loss : 6.296538 ∣ 
[  epoch 0007/0030] 0880/4800, lr:5.0e-05 ∣ avg_100 : 6.128786 ∣ l2loss : 6.403663 ∣ 
[  epoch 0007/0030] 0890/4800, lr:5.0e-05 ∣ avg_100 : 6.127999 ∣ l2loss : 5.966863 ∣ 
[  epoch 0007/0030] 0900/4800, lr:5.0e-05 ∣ avg_100 : 6.125697 ∣ l2loss : 6.087488 ∣ 
[  epoch 0007/0030] 0910/4800, lr:5.0e-05 ∣ avg_100 : 6.125153 ∣ l2loss : 5.950188 ∣ 
[  epoch 0007/0030] 0920/4800, lr:5.0e-05 ∣ avg_100 : 6.128797 ∣ l2loss : 6.294902 ∣ 
[  epoch 0007/0030] 0930/4800, lr:5.0e-05 ∣ avg_100 : 6.129654 ∣ l2loss : 6.226296 ∣ 
[  epoch 0007/0030] 0940/4800, lr:5.0e-05 ∣ avg_100 : 6.130981 ∣ l2loss : 6.112093 ∣ 
[  epoch 0007/0030] 0950/4800, lr:5.0e-05 ∣ avg_100 : 6.135401 ∣ l2loss : 6.507606 ∣ 
[  epoch 0007/0030] 0960/4800, lr:5.0e-05 ∣ avg_100 : 6.137798 ∣ l2loss : 6.274826 ∣ 
[  epoch 0007/0030] 0970/4800, lr:5.0e-05 ∣ avg_100 : 6.138531 ∣ l2loss : 6.109430 ∣ 
[  epoch 0007/0030] 0980/4800, lr:5.0e-05 ∣ avg_100 : 6.138199 ∣ l2loss : 6.156145 ∣ 
[  epoch 0007/0030] 0990/4800, lr:5.0e-05 ∣ avg_100 : 6.143090 ∣ l2loss : 6.175705 ∣ 
[  epoch 0007/0030] 1000/4800, lr:5.0e-05 ∣ avg_100 : 6.140172 ∣ l2loss : 6.132505 ∣ 
[  epoch 0007/0030] 1010/4800, lr:5.0e-05 ∣ avg_100 : 6.135911 ∣ l2loss : 5.846204 ∣ 
[  epoch 0007/0030] 1020/4800, lr:5.0e-05 ∣ avg_100 : 6.134402 ∣ l2loss : 6.064337 ∣ 
[  epoch 0007/0030] 1030/4800, lr:5.0e-05 ∣ avg_100 : 6.132888 ∣ l2loss : 6.238587 ∣ 
[  epoch 0007/0030] 1040/4800, lr:5.0e-05 ∣ avg_100 : 6.130256 ∣ l2loss : 6.000566 ∣ 
[  epoch 0007/0030] 1050/4800, lr:5.0e-05 ∣ avg_100 : 6.130194 ∣ l2loss : 6.082205 ∣ 
[  epoch 0007/0030] 1060/4800, lr:5.0e-05 ∣ avg_100 : 6.130021 ∣ l2loss : 6.160597 ∣ 
[  epoch 0007/0030] 1070/4800, lr:5.0e-05 ∣ avg_100 : 6.131340 ∣ l2loss : 6.401435 ∣ 
[  epoch 0007/0030] 1080/4800, lr:5.0e-05 ∣ avg_100 : 6.133513 ∣ l2loss : 6.177904 ∣ 
[  epoch 0007/0030] 1090/4800, lr:5.0e-05 ∣ avg_100 : 6.135162 ∣ l2loss : 6.116445 ∣ 
[  epoch 0007/0030] 1100/4800, lr:5.0e-05 ∣ avg_100 : 6.131757 ∣ l2loss : 5.843773 ∣ 
[  epoch 0007/0030] 1110/4800, lr:5.0e-05 ∣ avg_100 : 6.132415 ∣ l2loss : 5.976124 ∣ 
[  epoch 0007/0030] 1120/4800, lr:5.0e-05 ∣ avg_100 : 6.134298 ∣ l2loss : 6.093311 ∣ 
[  epoch 0007/0030] 1130/4800, lr:5.0e-05 ∣ avg_100 : 6.133524 ∣ l2loss : 6.099397 ∣ 
[  epoch 0007/0030] 1140/4800, lr:5.0e-05 ∣ avg_100 : 6.134407 ∣ l2loss : 6.051284 ∣ 
[  epoch 0007/0030] 1150/4800, lr:5.0e-05 ∣ avg_100 : 6.136055 ∣ l2loss : 6.177640 ∣ 
[  epoch 0007/0030] 1160/4800, lr:5.0e-05 ∣ avg_100 : 6.131779 ∣ l2loss : 5.810498 ∣ 
[  epoch 0007/0030] 1170/4800, lr:5.0e-05 ∣ avg_100 : 6.131315 ∣ l2loss : 6.084512 ∣ 
[  epoch 0007/0030] 1180/4800, lr:5.0e-05 ∣ avg_100 : 6.133285 ∣ l2loss : 6.037329 ∣ 
[  epoch 0007/0030] 1190/4800, lr:5.0e-05 ∣ avg_100 : 6.132339 ∣ l2loss : 5.951728 ∣ 
[  epoch 0007/0030] 1200/4800, lr:5.0e-05 ∣ avg_100 : 6.134624 ∣ l2loss : 6.145074 ∣ 
[  epoch 0007/0030] 1210/4800, lr:5.0e-05 ∣ avg_100 : 6.132664 ∣ l2loss : 5.857845 ∣ 
[  epoch 0007/0030] 1220/4800, lr:5.0e-05 ∣ avg_100 : 6.129618 ∣ l2loss : 5.912381 ∣ 
[  epoch 0007/0030] 1230/4800, lr:5.0e-05 ∣ avg_100 : 6.128346 ∣ l2loss : 6.099138 ∣ 
[  epoch 0007/0030] 1240/4800, lr:5.0e-05 ∣ avg_100 : 6.128093 ∣ l2loss : 5.997616 ∣ 
[  epoch 0007/0030] 1250/4800, lr:5.0e-05 ∣ avg_100 : 6.128019 ∣ l2loss : 6.206649 ∣ 
[  epoch 0007/0030] 1260/4800, lr:5.0e-05 ∣ avg_100 : 6.128114 ∣ l2loss : 6.074309 ∣ 
[  epoch 0007/0030] 1270/4800, lr:5.0e-05 ∣ avg_100 : 6.131744 ∣ l2loss : 6.436660 ∣ 
[  epoch 0007/0030] 1280/4800, lr:5.0e-05 ∣ avg_100 : 6.131888 ∣ l2loss : 6.235773 ∣ 
[  epoch 0007/0030] 1290/4800, lr:5.0e-05 ∣ avg_100 : 6.131077 ∣ l2loss : 6.240637 ∣ 
[  epoch 0007/0030] 1300/4800, lr:5.0e-05 ∣ avg_100 : 6.126428 ∣ l2loss : 5.875116 ∣ 
[  epoch 0007/0030] 1310/4800, lr:5.0e-05 ∣ avg_100 : 6.120900 ∣ l2loss : 5.769389 ∣ 
[  epoch 0007/0030] 1320/4800, lr:5.0e-05 ∣ avg_100 : 6.117375 ∣ l2loss : 5.988736 ∣ 
[  epoch 0007/0030] 1330/4800, lr:5.0e-05 ∣ avg_100 : 6.117173 ∣ l2loss : 6.020594 ∣ 
[  epoch 0007/0030] 1340/4800, lr:5.0e-05 ∣ avg_100 : 6.115903 ∣ l2loss : 5.830684 ∣ 
[  epoch 0007/0030] 1350/4800, lr:5.0e-05 ∣ avg_100 : 6.113290 ∣ l2loss : 5.991694 ∣ 
[  epoch 0007/0030] 1360/4800, lr:5.0e-05 ∣ avg_100 : 6.108960 ∣ l2loss : 5.841225 ∣ 
[  epoch 0007/0030] 1370/4800, lr:5.0e-05 ∣ avg_100 : 6.111441 ∣ l2loss : 6.318084 ∣ 
[  epoch 0007/0030] 1380/4800, lr:5.0e-05 ∣ avg_100 : 6.112790 ∣ l2loss : 6.142726 ∣ 
[  epoch 0007/0030] 1390/4800, lr:5.0e-05 ∣ avg_100 : 6.112868 ∣ l2loss : 6.212524 ∣ 
[  epoch 0007/0030] 1400/4800, lr:5.0e-05 ∣ avg_100 : 6.115609 ∣ l2loss : 6.411629 ∣ 
[  epoch 0007/0030] 1410/4800, lr:5.0e-05 ∣ avg_100 : 6.112968 ∣ l2loss : 6.047392 ∣ 
[  epoch 0007/0030] 1420/4800, lr:5.0e-05 ∣ avg_100 : 6.111515 ∣ l2loss : 6.009196 ∣ 
[  epoch 0007/0030] 1430/4800, lr:5.0e-05 ∣ avg_100 : 6.111972 ∣ l2loss : 6.176966 ∣ 
[  epoch 0007/0030] 1440/4800, lr:5.0e-05 ∣ avg_100 : 6.109932 ∣ l2loss : 6.132394 ∣ 
[  epoch 0007/0030] 1450/4800, lr:5.0e-05 ∣ avg_100 : 6.109895 ∣ l2loss : 6.219297 ∣ 
[  epoch 0007/0030] 1460/4800, lr:5.0e-05 ∣ avg_100 : 6.110544 ∣ l2loss : 6.223008 ∣ 
[  epoch 0007/0030] 1470/4800, lr:5.0e-05 ∣ avg_100 : 6.110173 ∣ l2loss : 6.227898 ∣ 
[  epoch 0007/0030] 1480/4800, lr:5.0e-05 ∣ avg_100 : 6.111212 ∣ l2loss : 6.296821 ∣ 
[  epoch 0007/0030] 1490/4800, lr:5.0e-05 ∣ avg_100 : 6.109523 ∣ l2loss : 5.954889 ∣ 
[  epoch 0007/0030] 1500/4800, lr:5.0e-05 ∣ avg_100 : 6.110357 ∣ l2loss : 6.185335 ∣ 
[  epoch 0007/0030] 1510/4800, lr:5.0e-05 ∣ avg_100 : 6.108990 ∣ l2loss : 5.891125 ∣ 
[  epoch 0007/0030] 1520/4800, lr:5.0e-05 ∣ avg_100 : 6.109768 ∣ l2loss : 5.981633 ∣ 
[  epoch 0007/0030] 1530/4800, lr:5.0e-05 ∣ avg_100 : 6.110782 ∣ l2loss : 6.111819 ∣ 
[  epoch 0007/0030] 1540/4800, lr:5.0e-05 ∣ avg_100 : 6.109895 ∣ l2loss : 6.173541 ∣ 
[  epoch 0007/0030] 1550/4800, lr:5.0e-05 ∣ avg_100 : 6.106862 ∣ l2loss : 6.101348 ∣ 
[  epoch 0007/0030] 1560/4800, lr:5.0e-05 ∣ avg_100 : 6.106460 ∣ l2loss : 6.127778 ∣ 
[  epoch 0007/0030] 1570/4800, lr:5.0e-05 ∣ avg_100 : 6.106742 ∣ l2loss : 6.128435 ∣ 
[  epoch 0007/0030] 1580/4800, lr:5.0e-05 ∣ avg_100 : 6.105328 ∣ l2loss : 6.088486 ∣ 
[  epoch 0007/0030] 1590/4800, lr:5.0e-05 ∣ avg_100 : 6.107797 ∣ l2loss : 6.060140 ∣ 
[  epoch 0007/0030] 1600/4800, lr:5.0e-05 ∣ avg_100 : 6.105254 ∣ l2loss : 5.912542 ∣ 
[  epoch 0007/0030] 1610/4800, lr:5.0e-05 ∣ avg_100 : 6.107277 ∣ l2loss : 6.240074 ∣ 
[  epoch 0007/0030] 1620/4800, lr:5.0e-05 ∣ avg_100 : 6.108239 ∣ l2loss : 6.150897 ∣ 
[  epoch 0007/0030] 1630/4800, lr:5.0e-05 ∣ avg_100 : 6.110936 ∣ l2loss : 6.379010 ∣ 
[  epoch 0007/0030] 1640/4800, lr:5.0e-05 ∣ avg_100 : 6.111627 ∣ l2loss : 6.101642 ∣ 
[  epoch 0007/0030] 1650/4800, lr:5.0e-05 ∣ avg_100 : 6.110670 ∣ l2loss : 5.941324 ∣ 
[  epoch 0007/0030] 1660/4800, lr:5.0e-05 ∣ avg_100 : 6.108202 ∣ l2loss : 5.874154 ∣ 
[  epoch 0007/0030] 1670/4800, lr:5.0e-05 ∣ avg_100 : 6.105363 ∣ l2loss : 5.893735 ∣ 
[  epoch 0007/0030] 1680/4800, lr:5.0e-05 ∣ avg_100 : 6.104102 ∣ l2loss : 6.003335 ∣ 
[  epoch 0007/0030] 1690/4800, lr:5.0e-05 ∣ avg_100 : 6.104736 ∣ l2loss : 6.285531 ∣ 
[  epoch 0007/0030] 1700/4800, lr:5.0e-05 ∣ avg_100 : 6.103583 ∣ l2loss : 6.094602 ∣ 
[  epoch 0007/0030] 1710/4800, lr:5.0e-05 ∣ avg_100 : 6.101087 ∣ l2loss : 6.031014 ∣ 
[  epoch 0007/0030] 1720/4800, lr:5.0e-05 ∣ avg_100 : 6.100498 ∣ l2loss : 6.079722 ∣ 
[  epoch 0007/0030] 1730/4800, lr:5.0e-05 ∣ avg_100 : 6.101423 ∣ l2loss : 6.255073 ∣ 
[  epoch 0007/0030] 1740/4800, lr:5.0e-05 ∣ avg_100 : 6.103134 ∣ l2loss : 6.131643 ∣ 
[  epoch 0007/0030] 1750/4800, lr:5.0e-05 ∣ avg_100 : 6.105574 ∣ l2loss : 6.214915 ∣ 
[  epoch 0007/0030] 1760/4800, lr:5.0e-05 ∣ avg_100 : 6.102332 ∣ l2loss : 6.049022 ∣ 
[  epoch 0007/0030] 1770/4800, lr:5.0e-05 ∣ avg_100 : 6.101394 ∣ l2loss : 6.076345 ∣ 
[  epoch 0007/0030] 1780/4800, lr:5.0e-05 ∣ avg_100 : 6.101056 ∣ l2loss : 6.026694 ∣ 
[  epoch 0007/0030] 1790/4800, lr:5.0e-05 ∣ avg_100 : 6.100937 ∣ l2loss : 6.144554 ∣ 
[  epoch 0007/0030] 1800/4800, lr:5.0e-05 ∣ avg_100 : 6.104070 ∣ l2loss : 6.429387 ∣ 
[  epoch 0007/0030] 1810/4800, lr:5.0e-05 ∣ avg_100 : 6.102887 ∣ l2loss : 5.887251 ∣ 
[  epoch 0007/0030] 1820/4800, lr:5.0e-05 ∣ avg_100 : 6.105213 ∣ l2loss : 6.236476 ∣ 
[  epoch 0007/0030] 1830/4800, lr:5.0e-05 ∣ avg_100 : 6.101756 ∣ l2loss : 5.876847 ∣ 
[  epoch 0007/0030] 1840/4800, lr:5.0e-05 ∣ avg_100 : 6.101637 ∣ l2loss : 6.155058 ∣ 
[  epoch 0007/0030] 1850/4800, lr:5.0e-05 ∣ avg_100 : 6.100930 ∣ l2loss : 6.107038 ∣ 
[  epoch 0007/0030] 1860/4800, lr:5.0e-05 ∣ avg_100 : 6.104952 ∣ l2loss : 6.263180 ∣ 
[  epoch 0007/0030] 1870/4800, lr:5.0e-05 ∣ avg_100 : 6.103773 ∣ l2loss : 6.178708 ∣ 
[  epoch 0007/0030] 1880/4800, lr:5.0e-05 ∣ avg_100 : 6.100719 ∣ l2loss : 6.098232 ∣ 
[  epoch 0007/0030] 1890/4800, lr:5.0e-05 ∣ avg_100 : 6.104131 ∣ l2loss : 6.308006 ∣ 
[  epoch 0007/0030] 1900/4800, lr:5.0e-05 ∣ avg_100 : 6.101395 ∣ l2loss : 5.813917 ∣ 
[  epoch 0007/0030] 1910/4800, lr:5.0e-05 ∣ avg_100 : 6.101298 ∣ l2loss : 5.940474 ∣ 
[  epoch 0007/0030] 1920/4800, lr:5.0e-05 ∣ avg_100 : 6.099347 ∣ l2loss : 6.099868 ∣ 
[  epoch 0007/0030] 1930/4800, lr:5.0e-05 ∣ avg_100 : 6.097871 ∣ l2loss : 6.078697 ∣ 
[  epoch 0007/0030] 1940/4800, lr:5.0e-05 ∣ avg_100 : 6.096405 ∣ l2loss : 5.965442 ∣ 
[  epoch 0007/0030] 1950/4800, lr:5.0e-05 ∣ avg_100 : 6.092920 ∣ l2loss : 6.159118 ∣ 
[  epoch 0007/0030] 1960/4800, lr:5.0e-05 ∣ avg_100 : 6.090717 ∣ l2loss : 6.054486 ∣ 
[  epoch 0007/0030] 1970/4800, lr:5.0e-05 ∣ avg_100 : 6.091291 ∣ l2loss : 6.166892 ∣ 
[  epoch 0007/0030] 1980/4800, lr:5.0e-05 ∣ avg_100 : 6.091564 ∣ l2loss : 6.183473 ∣ 
[  epoch 0007/0030] 1990/4800, lr:5.0e-05 ∣ avg_100 : 6.088859 ∣ l2loss : 5.905187 ∣ 
[  epoch 0007/0030] 2000/4800, lr:5.0e-05 ∣ avg_100 : 6.088114 ∣ l2loss : 6.057975 ∣ 
[  epoch 0007/0030] 2010/4800, lr:5.0e-05 ∣ avg_100 : 6.092100 ∣ l2loss : 6.244771 ∣ 
[  epoch 0007/0030] 2020/4800, lr:5.0e-05 ∣ avg_100 : 6.093094 ∣ l2loss : 6.163740 ∣ 
[  epoch 0007/0030] 2030/4800, lr:5.0e-05 ∣ avg_100 : 6.091807 ∣ l2loss : 6.109961 ∣ 
[  epoch 0007/0030] 2040/4800, lr:5.0e-05 ∣ avg_100 : 6.089487 ∣ l2loss : 5.768490 ∣ 
[  epoch 0007/0030] 2050/4800, lr:5.0e-05 ∣ avg_100 : 6.091961 ∣ l2loss : 6.329638 ∣ 
[  epoch 0007/0030] 2060/4800, lr:5.0e-05 ∣ avg_100 : 6.092020 ∣ l2loss : 6.166510 ∣ 
[  epoch 0007/0030] 2070/4800, lr:5.0e-05 ∣ avg_100 : 6.090301 ∣ l2loss : 6.229567 ∣ 
[  epoch 0007/0030] 2080/4800, lr:5.0e-05 ∣ avg_100 : 6.091436 ∣ l2loss : 6.291320 ∣ 
[  epoch 0007/0030] 2090/4800, lr:5.0e-05 ∣ avg_100 : 6.092927 ∣ l2loss : 6.265542 ∣ 
[  epoch 0007/0030] 2100/4800, lr:5.0e-05 ∣ avg_100 : 6.093645 ∣ l2loss : 5.915588 ∣ 
[  epoch 0007/0030] 2110/4800, lr:5.0e-05 ∣ avg_100 : 6.094430 ∣ l2loss : 6.054603 ∣ 
[  epoch 0007/0030] 2120/4800, lr:5.0e-05 ∣ avg_100 : 6.093124 ∣ l2loss : 5.962719 ∣ 
[  epoch 0007/0030] 2130/4800, lr:5.0e-05 ∣ avg_100 : 6.092011 ∣ l2loss : 5.988154 ∣ 
[  epoch 0007/0030] 2140/4800, lr:5.0e-05 ∣ avg_100 : 6.092302 ∣ l2loss : 6.080361 ∣ 
[  epoch 0007/0030] 2150/4800, lr:5.0e-05 ∣ avg_100 : 6.090548 ∣ l2loss : 6.002227 ∣ 
[  epoch 0007/0030] 2160/4800, lr:5.0e-05 ∣ avg_100 : 6.091080 ∣ l2loss : 5.863682 ∣ 
[  epoch 0007/0030] 2170/4800, lr:5.0e-05 ∣ avg_100 : 6.092393 ∣ l2loss : 6.215820 ∣ 
[  epoch 0007/0030] 2180/4800, lr:5.0e-05 ∣ avg_100 : 6.092418 ∣ l2loss : 6.039844 ∣ 
[  epoch 0007/0030] 2190/4800, lr:5.0e-05 ∣ avg_100 : 6.097126 ∣ l2loss : 6.422521 ∣ 
[  epoch 0007/0030] 2200/4800, lr:5.0e-05 ∣ avg_100 : 6.095475 ∣ l2loss : 5.980004 ∣ 
[  epoch 0007/0030] 2210/4800, lr:5.0e-05 ∣ avg_100 : 6.097475 ∣ l2loss : 6.057851 ∣ 
[  epoch 0007/0030] 2220/4800, lr:5.0e-05 ∣ avg_100 : 6.097594 ∣ l2loss : 5.924226 ∣ 
[  epoch 0007/0030] 2230/4800, lr:5.0e-05 ∣ avg_100 : 6.095972 ∣ l2loss : 5.936940 ∣ 
[  epoch 0007/0030] 2240/4800, lr:5.0e-05 ∣ avg_100 : 6.096366 ∣ l2loss : 6.037048 ∣ 
[  epoch 0007/0030] 2250/4800, lr:5.0e-05 ∣ avg_100 : 6.094657 ∣ l2loss : 6.035765 ∣ 
[  epoch 0007/0030] 2260/4800, lr:5.0e-05 ∣ avg_100 : 6.093128 ∣ l2loss : 5.921352 ∣ 
[  epoch 0007/0030] 2270/4800, lr:5.0e-05 ∣ avg_100 : 6.089371 ∣ l2loss : 6.060984 ∣ 
[  epoch 0007/0030] 2280/4800, lr:5.0e-05 ∣ avg_100 : 6.085138 ∣ l2loss : 5.812447 ∣ 
[  epoch 0007/0030] 2290/4800, lr:5.0e-05 ∣ avg_100 : 6.084439 ∣ l2loss : 6.170835 ∣ 
[  epoch 0007/0030] 2300/4800, lr:5.0e-05 ∣ avg_100 : 6.086320 ∣ l2loss : 6.063117 ∣ 
[  epoch 0007/0030] 2310/4800, lr:5.0e-05 ∣ avg_100 : 6.087964 ∣ l2loss : 5.933883 ∣ 
[  epoch 0007/0030] 2320/4800, lr:5.0e-05 ∣ avg_100 : 6.085769 ∣ l2loss : 5.769192 ∣ 
[  epoch 0007/0030] 2330/4800, lr:5.0e-05 ∣ avg_100 : 6.083235 ∣ l2loss : 5.767189 ∣ 
[  epoch 0007/0030] 2340/4800, lr:5.0e-05 ∣ avg_100 : 6.084891 ∣ l2loss : 5.996309 ∣ 
[  epoch 0007/0030] 2350/4800, lr:5.0e-05 ∣ avg_100 : 6.085367 ∣ l2loss : 6.039323 ∣ 
[  epoch 0007/0030] 2360/4800, lr:5.0e-05 ∣ avg_100 : 6.088458 ∣ l2loss : 6.150325 ∣ 
[  epoch 0007/0030] 2370/4800, lr:5.0e-05 ∣ avg_100 : 6.085973 ∣ l2loss : 6.069486 ∣ 
[  epoch 0007/0030] 2380/4800, lr:5.0e-05 ∣ avg_100 : 6.085600 ∣ l2loss : 6.105448 ∣ 
[  epoch 0007/0030] 2390/4800, lr:5.0e-05 ∣ avg_100 : 6.082230 ∣ l2loss : 5.875578 ∣ 
[  epoch 0007/0030] 2400/4800, lr:5.0e-05 ∣ avg_100 : 6.080062 ∣ l2loss : 6.194801 ∣ 
[  epoch 0007/0030] 2410/4800, lr:5.0e-05 ∣ avg_100 : 6.078741 ∣ l2loss : 5.915283 ∣ 
[  epoch 0007/0030] 2420/4800, lr:5.0e-05 ∣ avg_100 : 6.078854 ∣ l2loss : 6.020505 ∣ 
[  epoch 0007/0030] 2430/4800, lr:5.0e-05 ∣ avg_100 : 6.079599 ∣ l2loss : 6.251463 ∣ 
[  epoch 0007/0030] 2440/4800, lr:5.0e-05 ∣ avg_100 : 6.082470 ∣ l2loss : 6.419456 ∣ 
[  epoch 0007/0030] 2450/4800, lr:5.0e-05 ∣ avg_100 : 6.076806 ∣ l2loss : 5.652949 ∣ 
[  epoch 0007/0030] 2460/4800, lr:5.0e-05 ∣ avg_100 : 6.072401 ∣ l2loss : 5.782470 ∣ 
[  epoch 0007/0030] 2470/4800, lr:5.0e-05 ∣ avg_100 : 6.071648 ∣ l2loss : 6.152667 ∣ 
[  epoch 0007/0030] 2480/4800, lr:5.0e-05 ∣ avg_100 : 6.070329 ∣ l2loss : 6.164868 ∣ 
[  epoch 0007/0030] 2490/4800, lr:5.0e-05 ∣ avg_100 : 6.068941 ∣ l2loss : 5.816097 ∣ 
[  epoch 0007/0030] 2500/4800, lr:5.0e-05 ∣ avg_100 : 6.068813 ∣ l2loss : 6.172493 ∣ 
[  epoch 0007/0030] 2510/4800, lr:5.0e-05 ∣ avg_100 : 6.068821 ∣ l2loss : 5.891992 ∣ 
[  epoch 0007/0030] 2520/4800, lr:5.0e-05 ∣ avg_100 : 6.068964 ∣ l2loss : 5.995961 ∣ 
[  epoch 0007/0030] 2530/4800, lr:5.0e-05 ∣ avg_100 : 6.065971 ∣ l2loss : 5.812440 ∣ 
[  epoch 0007/0030] 2540/4800, lr:5.0e-05 ∣ avg_100 : 6.064757 ∣ l2loss : 6.052161 ∣ 
[  epoch 0007/0030] 2550/4800, lr:5.0e-05 ∣ avg_100 : 6.062786 ∣ l2loss : 5.904300 ∣ 
[  epoch 0007/0030] 2560/4800, lr:5.0e-05 ∣ avg_100 : 6.061449 ∣ l2loss : 5.994008 ∣ 
[  epoch 0007/0030] 2570/4800, lr:5.0e-05 ∣ avg_100 : 6.062246 ∣ l2loss : 6.208195 ∣ 
[  epoch 0007/0030] 2580/4800, lr:5.0e-05 ∣ avg_100 : 6.058549 ∣ l2loss : 5.718800 ∣ 
[  epoch 0007/0030] 2590/4800, lr:5.0e-05 ∣ avg_100 : 6.057769 ∣ l2loss : 5.982127 ∣ 
[  epoch 0007/0030] 2600/4800, lr:5.0e-05 ∣ avg_100 : 6.058649 ∣ l2loss : 6.000555 ∣ 
[  epoch 0007/0030] 2610/4800, lr:5.0e-05 ∣ avg_100 : 6.055327 ∣ l2loss : 5.907817 ∣ 
[  epoch 0007/0030] 2620/4800, lr:5.0e-05 ∣ avg_100 : 6.052611 ∣ l2loss : 5.879344 ∣ 
[  epoch 0007/0030] 2630/4800, lr:5.0e-05 ∣ avg_100 : 6.049714 ∣ l2loss : 6.089260 ∣ 
[  epoch 0007/0030] 2640/4800, lr:5.0e-05 ∣ avg_100 : 6.050502 ∣ l2loss : 6.180493 ∣ 
[  epoch 0007/0030] 2650/4800, lr:5.0e-05 ∣ avg_100 : 6.048500 ∣ l2loss : 5.741103 ∣ 
[  epoch 0007/0030] 2660/4800, lr:5.0e-05 ∣ avg_100 : 6.050977 ∣ l2loss : 6.121831 ∣ 
[  epoch 0007/0030] 2670/4800, lr:5.0e-05 ∣ avg_100 : 6.052854 ∣ l2loss : 6.081432 ∣ 
[  epoch 0007/0030] 2680/4800, lr:5.0e-05 ∣ avg_100 : 6.053938 ∣ l2loss : 6.111745 ∣ 
[  epoch 0007/0030] 2690/4800, lr:5.0e-05 ∣ avg_100 : 6.050057 ∣ l2loss : 5.897399 ∣ 
[  epoch 0007/0030] 2700/4800, lr:5.0e-05 ∣ avg_100 : 6.050660 ∣ l2loss : 6.154896 ∣ 
[  epoch 0007/0030] 2710/4800, lr:5.0e-05 ∣ avg_100 : 6.050372 ∣ l2loss : 6.002203 ∣ 
[  epoch 0007/0030] 2720/4800, lr:5.0e-05 ∣ avg_100 : 6.049051 ∣ l2loss : 5.947621 ∣ 
[  epoch 0007/0030] 2730/4800, lr:5.0e-05 ∣ avg_100 : 6.046579 ∣ l2loss : 6.007909 ∣ 
[  epoch 0007/0030] 2740/4800, lr:5.0e-05 ∣ avg_100 : 6.045259 ∣ l2loss : 5.999669 ∣ 
[  epoch 0007/0030] 2750/4800, lr:5.0e-05 ∣ avg_100 : 6.043795 ∣ l2loss : 6.068542 ∣ 
[  epoch 0007/0030] 2760/4800, lr:5.0e-05 ∣ avg_100 : 6.042127 ∣ l2loss : 5.882142 ∣ 
[  epoch 0007/0030] 2770/4800, lr:5.0e-05 ∣ avg_100 : 6.039269 ∣ l2loss : 5.790633 ∣ 
[  epoch 0007/0030] 2780/4800, lr:5.0e-05 ∣ avg_100 : 6.042605 ∣ l2loss : 6.360215 ∣ 
[  epoch 0007/0030] 2790/4800, lr:5.0e-05 ∣ avg_100 : 6.040540 ∣ l2loss : 5.938042 ∣ 
[  epoch 0007/0030] 2800/4800, lr:5.0e-05 ∣ avg_100 : 6.036158 ∣ l2loss : 5.991200 ∣ 
[  epoch 0007/0030] 2810/4800, lr:5.0e-05 ∣ avg_100 : 6.037369 ∣ l2loss : 6.008422 ∣ 
[  epoch 0007/0030] 2820/4800, lr:5.0e-05 ∣ avg_100 : 6.034055 ∣ l2loss : 5.905084 ∣ 
[  epoch 0007/0030] 2830/4800, lr:5.0e-05 ∣ avg_100 : 6.035100 ∣ l2loss : 5.981323 ∣ 
[  epoch 0007/0030] 2840/4800, lr:5.0e-05 ∣ avg_100 : 6.033924 ∣ l2loss : 6.037391 ∣ 
[  epoch 0007/0030] 2850/4800, lr:5.0e-05 ∣ avg_100 : 6.031187 ∣ l2loss : 5.833392 ∣ 
[  epoch 0007/0030] 2860/4800, lr:5.0e-05 ∣ avg_100 : 6.028362 ∣ l2loss : 5.980663 ∣ 
[  epoch 0007/0030] 2870/4800, lr:5.0e-05 ∣ avg_100 : 6.027590 ∣ l2loss : 6.101498 ∣ 
[  epoch 0007/0030] 2880/4800, lr:5.0e-05 ∣ avg_100 : 6.025852 ∣ l2loss : 5.924406 ∣ 
[  epoch 0007/0030] 2890/4800, lr:5.0e-05 ∣ avg_100 : 6.024969 ∣ l2loss : 6.219719 ∣ 
[  epoch 0007/0030] 2900/4800, lr:5.0e-05 ∣ avg_100 : 6.026637 ∣ l2loss : 5.980789 ∣ 
[  epoch 0007/0030] 2910/4800, lr:5.0e-05 ∣ avg_100 : 6.026942 ∣ l2loss : 5.970959 ∣ 
[  epoch 0007/0030] 2920/4800, lr:5.0e-05 ∣ avg_100 : 6.025661 ∣ l2loss : 5.971770 ∣ 
[  epoch 0007/0030] 2930/4800, lr:5.0e-05 ∣ avg_100 : 6.024917 ∣ l2loss : 6.004274 ∣ 
[  epoch 0007/0030] 2940/4800, lr:5.0e-05 ∣ avg_100 : 6.025476 ∣ l2loss : 6.021339 ∣ 
[  epoch 0007/0030] 2950/4800, lr:5.0e-05 ∣ avg_100 : 6.020531 ∣ l2loss : 5.664607 ∣ 
[  epoch 0007/0030] 2960/4800, lr:5.0e-05 ∣ avg_100 : 6.020998 ∣ l2loss : 6.101212 ∣ 
[  epoch 0007/0030] 2970/4800, lr:5.0e-05 ∣ avg_100 : 6.018076 ∣ l2loss : 5.874704 ∣ 
[  epoch 0007/0030] 2980/4800, lr:5.0e-05 ∣ avg_100 : 6.017252 ∣ l2loss : 6.101067 ∣ 
[  epoch 0007/0030] 2990/4800, lr:5.0e-05 ∣ avg_100 : 6.018782 ∣ l2loss : 6.058120 ∣ 
[  epoch 0007/0030] 3000/4800, lr:5.0e-05 ∣ avg_100 : 6.018812 ∣ l2loss : 6.061018 ∣ 
[  epoch 0007/0030] 3010/4800, lr:5.0e-05 ∣ avg_100 : 6.018508 ∣ l2loss : 6.214403 ∣ 
[  epoch 0007/0030] 3020/4800, lr:5.0e-05 ∣ avg_100 : 6.016894 ∣ l2loss : 6.002259 ∣ 
[  epoch 0007/0030] 3030/4800, lr:5.0e-05 ∣ avg_100 : 6.017405 ∣ l2loss : 6.161143 ∣ 
[  epoch 0007/0030] 3040/4800, lr:5.0e-05 ∣ avg_100 : 6.020326 ∣ l2loss : 6.060585 ∣ 
[  epoch 0007/0030] 3050/4800, lr:5.0e-05 ∣ avg_100 : 6.017185 ∣ l2loss : 6.015524 ∣ 
[  epoch 0007/0030] 3060/4800, lr:5.0e-05 ∣ avg_100 : 6.014441 ∣ l2loss : 5.892056 ∣ 
[  epoch 0007/0030] 3070/4800, lr:5.0e-05 ∣ avg_100 : 6.010511 ∣ l2loss : 5.836625 ∣ 
[  epoch 0007/0030] 3080/4800, lr:5.0e-05 ∣ avg_100 : 6.009229 ∣ l2loss : 6.163081 ∣ 
[  epoch 0007/0030] 3090/4800, lr:5.0e-05 ∣ avg_100 : 6.004826 ∣ l2loss : 5.825234 ∣ 
[  epoch 0007/0030] 3100/4800, lr:5.0e-05 ∣ avg_100 : 6.006603 ∣ l2loss : 6.093275 ∣ 
[  epoch 0007/0030] 3110/4800, lr:5.0e-05 ∣ avg_100 : 6.006404 ∣ l2loss : 6.034692 ∣ 
[  epoch 0007/0030] 3120/4800, lr:5.0e-05 ∣ avg_100 : 6.007801 ∣ l2loss : 6.102508 ∣ 
[  epoch 0007/0030] 3130/4800, lr:5.0e-05 ∣ avg_100 : 6.010374 ∣ l2loss : 6.245394 ∣ 
[  epoch 0007/0030] 3140/4800, lr:5.0e-05 ∣ avg_100 : 6.010764 ∣ l2loss : 6.119366 ∣ 
[  epoch 0007/0030] 3150/4800, lr:5.0e-05 ∣ avg_100 : 6.008585 ∣ l2loss : 5.784390 ∣ 
[  epoch 0007/0030] 3160/4800, lr:5.0e-05 ∣ avg_100 : 6.010007 ∣ l2loss : 6.005813 ∣ 
[  epoch 0007/0030] 3170/4800, lr:5.0e-05 ∣ avg_100 : 6.005992 ∣ l2loss : 5.814351 ∣ 
[  epoch 0007/0030] 3180/4800, lr:5.0e-05 ∣ avg_100 : 6.005634 ∣ l2loss : 6.004068 ∣ 
[  epoch 0007/0030] 3190/4800, lr:5.0e-05 ∣ avg_100 : 6.000783 ∣ l2loss : 5.937413 ∣ 
[  epoch 0007/0030] 3200/4800, lr:5.0e-05 ∣ avg_100 : 6.003683 ∣ l2loss : 6.269953 ∣ 
[  epoch 0007/0030] 3210/4800, lr:5.0e-05 ∣ avg_100 : 6.006001 ∣ l2loss : 6.289658 ∣ 
[  epoch 0007/0030] 3220/4800, lr:5.0e-05 ∣ avg_100 : 6.005159 ∣ l2loss : 5.840038 ∣ 
[  epoch 0007/0030] 3230/4800, lr:5.0e-05 ∣ avg_100 : 6.006188 ∣ l2loss : 6.039878 ∣ 
[  epoch 0007/0030] 3240/4800, lr:5.0e-05 ∣ avg_100 : 6.009190 ∣ l2loss : 6.337226 ∣ 
[  epoch 0007/0030] 3250/4800, lr:5.0e-05 ∣ avg_100 : 6.007594 ∣ l2loss : 5.876136 ∣ 
[  epoch 0007/0030] 3260/4800, lr:5.0e-05 ∣ avg_100 : 6.010440 ∣ l2loss : 6.205990 ∣ 
[  epoch 0007/0030] 3270/4800, lr:5.0e-05 ∣ avg_100 : 6.010327 ∣ l2loss : 6.049667 ∣ 
[  epoch 0007/0030] 3280/4800, lr:5.0e-05 ∣ avg_100 : 6.013713 ∣ l2loss : 6.151037 ∣ 
[  epoch 0007/0030] 3290/4800, lr:5.0e-05 ∣ avg_100 : 6.010911 ∣ l2loss : 5.890672 ∣ 
[  epoch 0007/0030] 3300/4800, lr:5.0e-05 ∣ avg_100 : 6.010606 ∣ l2loss : 6.032573 ∣ 
[  epoch 0007/0030] 3310/4800, lr:5.0e-05 ∣ avg_100 : 6.012464 ∣ l2loss : 6.119688 ∣ 
[  epoch 0007/0030] 3320/4800, lr:5.0e-05 ∣ avg_100 : 6.014705 ∣ l2loss : 5.993254 ∣ 
[  epoch 0007/0030] 3330/4800, lr:5.0e-05 ∣ avg_100 : 6.017353 ∣ l2loss : 6.032062 ∣ 
[  epoch 0007/0030] 3340/4800, lr:5.0e-05 ∣ avg_100 : 6.014562 ∣ l2loss : 5.717156 ∣ 
[  epoch 0007/0030] 3350/4800, lr:5.0e-05 ∣ avg_100 : 6.014856 ∣ l2loss : 6.068750 ∣ 
[  epoch 0007/0030] 3360/4800, lr:5.0e-05 ∣ avg_100 : 6.016755 ∣ l2loss : 6.340181 ∣ 
[  epoch 0007/0030] 3370/4800, lr:5.0e-05 ∣ avg_100 : 6.016690 ∣ l2loss : 6.063000 ∣ 
[  epoch 0007/0030] 3380/4800, lr:5.0e-05 ∣ avg_100 : 6.015356 ∣ l2loss : 5.972078 ∣ 
[  epoch 0007/0030] 3390/4800, lr:5.0e-05 ∣ avg_100 : 6.015025 ∣ l2loss : 5.842446 ∣ 
[  epoch 0007/0030] 3400/4800, lr:5.0e-05 ∣ avg_100 : 6.010385 ∣ l2loss : 5.730870 ∣ 
[  epoch 0007/0030] 3410/4800, lr:5.0e-05 ∣ avg_100 : 6.013813 ∣ l2loss : 6.258071 ∣ 
[  epoch 0007/0030] 3420/4800, lr:5.0e-05 ∣ avg_100 : 6.013188 ∣ l2loss : 5.958026 ∣ 
[  epoch 0007/0030] 3430/4800, lr:5.0e-05 ∣ avg_100 : 6.008721 ∣ l2loss : 5.804683 ∣ 
[  epoch 0007/0030] 3440/4800, lr:5.0e-05 ∣ avg_100 : 6.005071 ∣ l2loss : 6.054538 ∣ 
[  epoch 0007/0030] 3450/4800, lr:5.0e-05 ∣ avg_100 : 6.012495 ∣ l2loss : 6.395276 ∣ 
[  epoch 0007/0030] 3460/4800, lr:5.0e-05 ∣ avg_100 : 6.018630 ∣ l2loss : 6.396004 ∣ 
[  epoch 0007/0030] 3470/4800, lr:5.0e-05 ∣ avg_100 : 6.016622 ∣ l2loss : 5.951860 ∣ 
[  epoch 0007/0030] 3480/4800, lr:5.0e-05 ∣ avg_100 : 6.013412 ∣ l2loss : 5.843886 ∣ 
[  epoch 0007/0030] 3490/4800, lr:5.0e-05 ∣ avg_100 : 6.015729 ∣ l2loss : 6.047801 ∣ 
[  epoch 0007/0030] 3500/4800, lr:5.0e-05 ∣ avg_100 : 6.015617 ∣ l2loss : 6.161251 ∣ 
[  epoch 0007/0030] 3510/4800, lr:5.0e-05 ∣ avg_100 : 6.016632 ∣ l2loss : 5.993494 ∣ 
[  epoch 0007/0030] 3520/4800, lr:5.0e-05 ∣ avg_100 : 6.015851 ∣ l2loss : 5.917897 ∣ 
[  epoch 0007/0030] 3530/4800, lr:5.0e-05 ∣ avg_100 : 6.013984 ∣ l2loss : 5.625720 ∣ 
[  epoch 0007/0030] 3540/4800, lr:5.0e-05 ∣ avg_100 : 6.014203 ∣ l2loss : 6.074097 ∣ 
[  epoch 0007/0030] 3550/4800, lr:5.0e-05 ∣ avg_100 : 6.014095 ∣ l2loss : 5.893502 ∣ 
[  epoch 0007/0030] 3560/4800, lr:5.0e-05 ∣ avg_100 : 6.014592 ∣ l2loss : 6.043689 ∣ 
[  epoch 0007/0030] 3570/4800, lr:5.0e-05 ∣ avg_100 : 6.014510 ∣ l2loss : 6.199963 ∣ 
[  epoch 0007/0030] 3580/4800, lr:5.0e-05 ∣ avg_100 : 6.016826 ∣ l2loss : 5.950436 ∣ 
[  epoch 0007/0030] 3590/4800, lr:5.0e-05 ∣ avg_100 : 6.018314 ∣ l2loss : 6.130943 ∣ 
[  epoch 0007/0030] 3600/4800, lr:5.0e-05 ∣ avg_100 : 6.019276 ∣ l2loss : 6.096694 ∣ 
[  epoch 0007/0030] 3610/4800, lr:5.0e-05 ∣ avg_100 : 6.020054 ∣ l2loss : 5.985601 ∣ 
[  epoch 0007/0030] 3620/4800, lr:5.0e-05 ∣ avg_100 : 6.022259 ∣ l2loss : 6.099923 ∣ 
[  epoch 0007/0030] 3630/4800, lr:5.0e-05 ∣ avg_100 : 6.021823 ∣ l2loss : 6.045611 ∣ 
[  epoch 0007/0030] 3640/4800, lr:5.0e-05 ∣ avg_100 : 6.018759 ∣ l2loss : 5.874116 ∣ 
[  epoch 0007/0030] 3650/4800, lr:5.0e-05 ∣ avg_100 : 6.022065 ∣ l2loss : 6.071667 ∣ 
[  epoch 0007/0030] 3660/4800, lr:5.0e-05 ∣ avg_100 : 6.021508 ∣ l2loss : 6.066157 ∣ 
[  epoch 0007/0030] 3670/4800, lr:5.0e-05 ∣ avg_100 : 6.022888 ∣ l2loss : 6.219398 ∣ 
[  epoch 0007/0030] 3680/4800, lr:5.0e-05 ∣ avg_100 : 6.023719 ∣ l2loss : 6.194912 ∣ 
[  epoch 0007/0030] 3690/4800, lr:5.0e-05 ∣ avg_100 : 6.024848 ∣ l2loss : 6.010292 ∣ 
[  epoch 0007/0030] 3700/4800, lr:5.0e-05 ∣ avg_100 : 6.023163 ∣ l2loss : 5.986395 ∣ 
[  epoch 0007/0030] 3710/4800, lr:5.0e-05 ∣ avg_100 : 6.023414 ∣ l2loss : 6.027249 ∣ 
[  epoch 0007/0030] 3720/4800, lr:5.0e-05 ∣ avg_100 : 6.029256 ∣ l2loss : 6.531841 ∣ 
[  epoch 0007/0030] 3730/4800, lr:5.0e-05 ∣ avg_100 : 6.032245 ∣ l2loss : 6.306840 ∣ 
[  epoch 0007/0030] 3740/4800, lr:5.0e-05 ∣ avg_100 : 6.033942 ∣ l2loss : 6.169342 ∣ 
[  epoch 0007/0030] 3750/4800, lr:5.0e-05 ∣ avg_100 : 6.035032 ∣ l2loss : 6.177492 ∣ 
[  epoch 0007/0030] 3760/4800, lr:5.0e-05 ∣ avg_100 : 6.035999 ∣ l2loss : 5.978939 ∣ 
[  epoch 0007/0030] 3770/4800, lr:5.0e-05 ∣ avg_100 : 6.039366 ∣ l2loss : 6.127238 ∣ 
[  epoch 0007/0030] 3780/4800, lr:5.0e-05 ∣ avg_100 : 6.035734 ∣ l2loss : 5.997026 ∣ 
[  epoch 0007/0030] 3790/4800, lr:5.0e-05 ∣ avg_100 : 6.035703 ∣ l2loss : 5.934961 ∣ 
[  epoch 0007/0030] 3800/4800, lr:5.0e-05 ∣ avg_100 : 6.038034 ∣ l2loss : 6.224312 ∣ 
[  epoch 0007/0030] 3810/4800, lr:5.0e-05 ∣ avg_100 : 6.034752 ∣ l2loss : 5.680183 ∣ 
[  epoch 0007/0030] 3820/4800, lr:5.0e-05 ∣ avg_100 : 6.035975 ∣ l2loss : 6.027416 ∣ 
[  epoch 0007/0030] 3830/4800, lr:5.0e-05 ∣ avg_100 : 6.035089 ∣ l2loss : 5.892734 ∣ 
[  epoch 0007/0030] 3840/4800, lr:5.0e-05 ∣ avg_100 : 6.033212 ∣ l2loss : 5.849677 ∣ 
[  epoch 0007/0030] 3850/4800, lr:5.0e-05 ∣ avg_100 : 6.036299 ∣ l2loss : 6.142134 ∣ 
[  epoch 0007/0030] 3860/4800, lr:5.0e-05 ∣ avg_100 : 6.037228 ∣ l2loss : 6.073560 ∣ 
[  epoch 0007/0030] 3870/4800, lr:5.0e-05 ∣ avg_100 : 6.037239 ∣ l2loss : 6.102560 ∣ 
[  epoch 0007/0030] 3880/4800, lr:5.0e-05 ∣ avg_100 : 6.036503 ∣ l2loss : 5.850800 ∣ 
[  epoch 0007/0030] 3890/4800, lr:5.0e-05 ∣ avg_100 : 6.035597 ∣ l2loss : 6.129129 ∣ 
[  epoch 0007/0030] 3900/4800, lr:5.0e-05 ∣ avg_100 : 6.035094 ∣ l2loss : 5.930476 ∣ 
[  epoch 0007/0030] 3910/4800, lr:5.0e-05 ∣ avg_100 : 6.037015 ∣ l2loss : 6.163060 ∣ 
[  epoch 0007/0030] 3920/4800, lr:5.0e-05 ∣ avg_100 : 6.037186 ∣ l2loss : 5.988914 ∣ 
[  epoch 0007/0030] 3930/4800, lr:5.0e-05 ∣ avg_100 : 6.038803 ∣ l2loss : 6.165953 ∣ 
[  epoch 0007/0030] 3940/4800, lr:5.0e-05 ∣ avg_100 : 6.041310 ∣ l2loss : 6.272009 ∣ 
[  epoch 0007/0030] 3950/4800, lr:5.0e-05 ∣ avg_100 : 6.042449 ∣ l2loss : 5.778585 ∣ 
[  epoch 0007/0030] 3960/4800, lr:5.0e-05 ∣ avg_100 : 6.040678 ∣ l2loss : 5.924041 ∣ 
[  epoch 0007/0030] 3970/4800, lr:5.0e-05 ∣ avg_100 : 6.041878 ∣ l2loss : 5.994704 ∣ 
[  epoch 0007/0030] 3980/4800, lr:5.0e-05 ∣ avg_100 : 6.038752 ∣ l2loss : 5.788521 ∣ 
[  epoch 0007/0030] 3990/4800, lr:5.0e-05 ∣ avg_100 : 6.037930 ∣ l2loss : 5.975889 ∣ 
[  epoch 0007/0030] 4000/4800, lr:5.0e-05 ∣ avg_100 : 6.036338 ∣ l2loss : 5.901796 ∣ 
[  epoch 0007/0030] 4010/4800, lr:5.0e-05 ∣ avg_100 : 6.035751 ∣ l2loss : 6.155766 ∣ 
[  epoch 0007/0030] 4020/4800, lr:5.0e-05 ∣ avg_100 : 6.035272 ∣ l2loss : 5.954281 ∣ 
[  epoch 0007/0030] 4030/4800, lr:5.0e-05 ∣ avg_100 : 6.034339 ∣ l2loss : 6.067877 ∣ 
[  epoch 0007/0030] 4040/4800, lr:5.0e-05 ∣ avg_100 : 6.034216 ∣ l2loss : 6.048319 ∣ 
[  epoch 0007/0030] 4050/4800, lr:5.0e-05 ∣ avg_100 : 6.033211 ∣ l2loss : 5.914977 ∣ 
[  epoch 0007/0030] 4060/4800, lr:5.0e-05 ∣ avg_100 : 6.033613 ∣ l2loss : 5.932253 ∣ 
[  epoch 0007/0030] 4070/4800, lr:5.0e-05 ∣ avg_100 : 6.034118 ∣ l2loss : 5.887110 ∣ 
[  epoch 0007/0030] 4080/4800, lr:5.0e-05 ∣ avg_100 : 6.030858 ∣ l2loss : 5.837097 ∣ 
[  epoch 0007/0030] 4090/4800, lr:5.0e-05 ∣ avg_100 : 6.034135 ∣ l2loss : 6.152946 ∣ 
[  epoch 0007/0030] 4100/4800, lr:5.0e-05 ∣ avg_100 : 6.031906 ∣ l2loss : 5.870386 ∣ 
[  epoch 0007/0030] 4110/4800, lr:5.0e-05 ∣ avg_100 : 6.033463 ∣ l2loss : 6.190375 ∣ 
[  epoch 0007/0030] 4120/4800, lr:5.0e-05 ∣ avg_100 : 6.031506 ∣ l2loss : 5.906847 ∣ 
[  epoch 0007/0030] 4130/4800, lr:5.0e-05 ∣ avg_100 : 6.028339 ∣ l2loss : 5.928677 ∣ 
[  epoch 0007/0030] 4140/4800, lr:5.0e-05 ∣ avg_100 : 6.027786 ∣ l2loss : 6.064078 ∣ 
[  epoch 0007/0030] 4150/4800, lr:5.0e-05 ∣ avg_100 : 6.029727 ∣ l2loss : 5.978458 ∣ 
[  epoch 0007/0030] 4160/4800, lr:5.0e-05 ∣ avg_100 : 6.029109 ∣ l2loss : 5.944029 ∣ 
[  epoch 0007/0030] 4170/4800, lr:5.0e-05 ∣ avg_100 : 6.030389 ∣ l2loss : 5.942308 ∣ 
[  epoch 0007/0030] 4180/4800, lr:5.0e-05 ∣ avg_100 : 6.031647 ∣ l2loss : 6.129936 ∣ 
[  epoch 0007/0030] 4190/4800, lr:5.0e-05 ∣ avg_100 : 6.030485 ∣ l2loss : 5.821138 ∣ 
[  epoch 0007/0030] 4200/4800, lr:5.0e-05 ∣ avg_100 : 6.026547 ∣ l2loss : 5.876213 ∣ 
[  epoch 0007/0030] 4210/4800, lr:5.0e-05 ∣ avg_100 : 6.022033 ∣ l2loss : 5.838194 ∣ 
[  epoch 0007/0030] 4220/4800, lr:5.0e-05 ∣ avg_100 : 6.025710 ∣ l2loss : 6.207817 ∣ 
[  epoch 0007/0030] 4230/4800, lr:5.0e-05 ∣ avg_100 : 6.026096 ∣ l2loss : 6.078411 ∣ 
[  epoch 0007/0030] 4240/4800, lr:5.0e-05 ∣ avg_100 : 6.021585 ∣ l2loss : 5.886123 ∣ 
[  epoch 0007/0030] 4250/4800, lr:5.0e-05 ∣ avg_100 : 6.024742 ∣ l2loss : 6.191857 ∣ 
[  epoch 0007/0030] 4260/4800, lr:5.0e-05 ∣ avg_100 : 6.018198 ∣ l2loss : 5.551622 ∣ 
[  epoch 0007/0030] 4270/4800, lr:5.0e-05 ∣ avg_100 : 6.019926 ∣ l2loss : 6.222487 ∣ 
[  epoch 0007/0030] 4280/4800, lr:5.0e-05 ∣ avg_100 : 6.017629 ∣ l2loss : 5.921344 ∣ 
[  epoch 0007/0030] 4290/4800, lr:5.0e-05 ∣ avg_100 : 6.020328 ∣ l2loss : 6.160550 ∣ 
[  epoch 0007/0030] 4300/4800, lr:5.0e-05 ∣ avg_100 : 6.020929 ∣ l2loss : 6.092635 ∣ 
[  epoch 0007/0030] 4310/4800, lr:5.0e-05 ∣ avg_100 : 6.018690 ∣ l2loss : 5.895778 ∣ 
[  epoch 0007/0030] 4320/4800, lr:5.0e-05 ∣ avg_100 : 6.017432 ∣ l2loss : 5.867478 ∣ 
[  epoch 0007/0030] 4330/4800, lr:5.0e-05 ∣ avg_100 : 6.016649 ∣ l2loss : 5.953745 ∣ 
[  epoch 0007/0030] 4340/4800, lr:5.0e-05 ∣ avg_100 : 6.019139 ∣ l2loss : 5.966189 ∣ 
[  epoch 0007/0030] 4350/4800, lr:5.0e-05 ∣ avg_100 : 6.016651 ∣ l2loss : 5.819897 ∣ 
[  epoch 0007/0030] 4360/4800, lr:5.0e-05 ∣ avg_100 : 6.013633 ∣ l2loss : 6.038440 ∣ 
[  epoch 0007/0030] 4370/4800, lr:5.0e-05 ∣ avg_100 : 6.011762 ∣ l2loss : 5.875851 ∣ 
[  epoch 0007/0030] 4380/4800, lr:5.0e-05 ∣ avg_100 : 6.009709 ∣ l2loss : 5.766845 ∣ 
[  epoch 0007/0030] 4390/4800, lr:5.0e-05 ∣ avg_100 : 6.009827 ∣ l2loss : 5.854228 ∣ 
[  epoch 0007/0030] 4400/4800, lr:5.0e-05 ∣ avg_100 : 6.010059 ∣ l2loss : 5.754083 ∣ 
[  epoch 0007/0030] 4410/4800, lr:5.0e-05 ∣ avg_100 : 6.005314 ∣ l2loss : 5.783566 ∣ 
[  epoch 0007/0030] 4420/4800, lr:5.0e-05 ∣ avg_100 : 6.004941 ∣ l2loss : 5.920726 ∣ 
[  epoch 0007/0030] 4430/4800, lr:5.0e-05 ∣ avg_100 : 6.007320 ∣ l2loss : 6.042594 ∣ 
[  epoch 0007/0030] 4440/4800, lr:5.0e-05 ∣ avg_100 : 6.007915 ∣ l2loss : 6.114045 ∣ 
[  epoch 0007/0030] 4450/4800, lr:5.0e-05 ∣ avg_100 : 6.006724 ∣ l2loss : 6.276177 ∣ 
[  epoch 0007/0030] 4460/4800, lr:5.0e-05 ∣ avg_100 : 6.004813 ∣ l2loss : 6.204842 ∣ 
[  epoch 0007/0030] 4470/4800, lr:5.0e-05 ∣ avg_100 : 6.007327 ∣ l2loss : 6.203304 ∣ 
[  epoch 0007/0030] 4480/4800, lr:5.0e-05 ∣ avg_100 : 6.009654 ∣ l2loss : 6.076520 ∣ 
[  epoch 0007/0030] 4490/4800, lr:5.0e-05 ∣ avg_100 : 6.010079 ∣ l2loss : 6.090346 ∣ 
[  epoch 0007/0030] 4500/4800, lr:5.0e-05 ∣ avg_100 : 6.005748 ∣ l2loss : 5.728113 ∣ 
[  epoch 0007/0030] 4510/4800, lr:5.0e-05 ∣ avg_100 : 6.007887 ∣ l2loss : 6.207452 ∣ 
[  epoch 0007/0030] 4520/4800, lr:5.0e-05 ∣ avg_100 : 6.006894 ∣ l2loss : 5.818562 ∣ 
[  epoch 0007/0030] 4530/4800, lr:5.0e-05 ∣ avg_100 : 6.009214 ∣ l2loss : 5.857711 ∣ 
[  epoch 0007/0030] 4540/4800, lr:5.0e-05 ∣ avg_100 : 6.006524 ∣ l2loss : 5.805070 ∣ 
[  epoch 0007/0030] 4550/4800, lr:5.0e-05 ∣ avg_100 : 6.008052 ∣ l2loss : 6.046378 ∣ 
[  epoch 0007/0030] 4560/4800, lr:5.0e-05 ∣ avg_100 : 6.008876 ∣ l2loss : 6.126109 ∣ 
[  epoch 0007/0030] 4570/4800, lr:5.0e-05 ∣ avg_100 : 6.005844 ∣ l2loss : 5.896669 ∣ 
[  epoch 0007/0030] 4580/4800, lr:5.0e-05 ∣ avg_100 : 6.005641 ∣ l2loss : 5.930186 ∣ 
[  epoch 0007/0030] 4590/4800, lr:5.0e-05 ∣ avg_100 : 6.006380 ∣ l2loss : 6.204855 ∣ 
[  epoch 0007/0030] 4600/4800, lr:5.0e-05 ∣ avg_100 : 6.007134 ∣ l2loss : 6.172127 ∣ 
[  epoch 0007/0030] 4610/4800, lr:5.0e-05 ∣ avg_100 : 6.009022 ∣ l2loss : 6.174303 ∣ 
[  epoch 0007/0030] 4620/4800, lr:5.0e-05 ∣ avg_100 : 6.006411 ∣ l2loss : 5.838913 ∣ 
[  epoch 0007/0030] 4630/4800, lr:5.0e-05 ∣ avg_100 : 6.006367 ∣ l2loss : 6.041146 ∣ 
[  epoch 0007/0030] 4640/4800, lr:5.0e-05 ∣ avg_100 : 6.007444 ∣ l2loss : 5.981803 ∣ 
[  epoch 0007/0030] 4650/4800, lr:5.0e-05 ∣ avg_100 : 6.008178 ∣ l2loss : 6.145124 ∣ 
[  epoch 0007/0030] 4660/4800, lr:5.0e-05 ∣ avg_100 : 6.005038 ∣ l2loss : 5.752170 ∣ 
[  epoch 0007/0030] 4670/4800, lr:5.0e-05 ∣ avg_100 : 6.003005 ∣ l2loss : 6.016087 ∣ 
[  epoch 0007/0030] 4680/4800, lr:5.0e-05 ∣ avg_100 : 5.999088 ∣ l2loss : 5.803146 ∣ 
[  epoch 0007/0030] 4690/4800, lr:5.0e-05 ∣ avg_100 : 5.999809 ∣ l2loss : 6.082482 ∣ 
[  epoch 0007/0030] 4700/4800, lr:5.0e-05 ∣ avg_100 : 5.999524 ∣ l2loss : 5.957864 ∣ 
[  epoch 0007/0030] 4710/4800, lr:5.0e-05 ∣ avg_100 : 5.999670 ∣ l2loss : 6.041863 ∣ 
[  epoch 0007/0030] 4720/4800, lr:5.0e-05 ∣ avg_100 : 5.993594 ∣ l2loss : 5.924253 ∣ 
[  epoch 0007/0030] 4730/4800, lr:5.0e-05 ∣ avg_100 : 5.986736 ∣ l2loss : 5.620988 ∣ 
[  epoch 0007/0030] 4740/4800, lr:5.0e-05 ∣ avg_100 : 5.985622 ∣ l2loss : 6.057915 ∣ 
[  epoch 0007/0030] 4750/4800, lr:5.0e-05 ∣ avg_100 : 5.984886 ∣ l2loss : 6.103943 ∣ 
[  epoch 0007/0030] 4760/4800, lr:5.0e-05 ∣ avg_100 : 5.984056 ∣ l2loss : 5.895894 ∣ 
[  epoch 0007/0030] 4770/4800, lr:5.0e-05 ∣ avg_100 : 5.981179 ∣ l2loss : 5.839545 ∣ 
[  epoch 0007/0030] 4780/4800, lr:5.0e-05 ∣ avg_100 : 5.980970 ∣ l2loss : 5.976197 ∣ 
[  epoch 0007/0030] 4790/4800, lr:5.0e-05 ∣ avg_100 : 5.981726 ∣ l2loss : 6.010487 ∣ 
[  epoch 0007/0030] 4800/4800, lr:5.0e-05 ∣ avg_100 : 5.979178 ∣ l2loss : 5.969524 ∣ 
[    val 007    ] Done! PSNR : 36.69 dB, SSIM : 0.928total: 22:42:04                    
[  epoch 0008/0030] 0010/4800, lr:5.0e-05 ∣ avg_100 : 5.979774 ∣ l2loss : 5.739807 ∣ 
[  epoch 0008/0030] 0020/4800, lr:5.0e-05 ∣ avg_100 : 5.977627 ∣ l2loss : 5.812686 ∣ 
[  epoch 0008/0030] 0030/4800, lr:5.0e-05 ∣ avg_100 : 5.979193 ∣ l2loss : 6.049393 ∣ 
[  epoch 0008/0030] 0040/4800, lr:5.0e-05 ∣ avg_100 : 5.980623 ∣ l2loss : 5.992665 ∣ 
[  epoch 0008/0030] 0050/4800, lr:5.0e-05 ∣ avg_100 : 5.978194 ∣ l2loss : 5.899196 ∣ 
[  epoch 0008/0030] 0060/4800, lr:5.0e-05 ∣ avg_100 : 5.977476 ∣ l2loss : 6.001791 ∣ 
[  epoch 0008/0030] 0070/4800, lr:5.0e-05 ∣ avg_100 : 5.976508 ∣ l2loss : 6.005757 ∣ 
[  epoch 0008/0030] 0080/4800, lr:5.0e-05 ∣ avg_100 : 5.976795 ∣ l2loss : 5.879512 ∣ 
[  epoch 0008/0030] 0090/4800, lr:5.0e-05 ∣ avg_100 : 5.976048 ∣ l2loss : 6.054431 ∣ 
[  epoch 0008/0030] 0100/4800, lr:5.0e-05 ∣ avg_100 : 5.979349 ∣ l2loss : 6.260592 ∣ 
[  epoch 0008/0030] 0110/4800, lr:5.0e-05 ∣ avg_100 : 5.980182 ∣ l2loss : 6.246288 ∣ 
[  epoch 0008/0030] 0120/4800, lr:5.0e-05 ∣ avg_100 : 5.981909 ∣ l2loss : 6.161609 ∣ 
[  epoch 0008/0030] 0130/4800, lr:5.0e-05 ∣ avg_100 : 5.979888 ∣ l2loss : 5.963934 ∣ 
[  epoch 0008/0030] 0140/4800, lr:5.0e-05 ∣ avg_100 : 5.976796 ∣ l2loss : 5.962742 ∣ 
[  epoch 0008/0030] 0150/4800, lr:5.0e-05 ∣ avg_100 : 5.978642 ∣ l2loss : 5.963207 ∣ 
[  epoch 0008/0030] 0160/4800, lr:5.0e-05 ∣ avg_100 : 5.978944 ∣ l2loss : 5.954284 ∣ 
[  epoch 0008/0030] 0170/4800, lr:5.0e-05 ∣ avg_100 : 5.977854 ∣ l2loss : 5.885626 ∣ 
[  epoch 0008/0030] 0180/4800, lr:5.0e-05 ∣ avg_100 : 5.977730 ∣ l2loss : 5.776129 ∣ 
[  epoch 0008/0030] 0190/4800, lr:5.0e-05 ∣ avg_100 : 5.974969 ∣ l2loss : 5.699849 ∣ 
[  epoch 0008/0030] 0200/4800, lr:5.0e-05 ∣ avg_100 : 5.975752 ∣ l2loss : 5.980062 ∣ 
[  epoch 0008/0030] 0210/4800, lr:5.0e-05 ∣ avg_100 : 5.973049 ∣ l2loss : 5.885474 ∣ 
[  epoch 0008/0030] 0220/4800, lr:5.0e-05 ∣ avg_100 : 5.972022 ∣ l2loss : 5.851564 ∣ 
[  epoch 0008/0030] 0230/4800, lr:5.0e-05 ∣ avg_100 : 5.972276 ∣ l2loss : 6.093291 ∣ 
[  epoch 0008/0030] 0240/4800, lr:5.0e-05 ∣ avg_100 : 5.970251 ∣ l2loss : 5.845846 ∣ 
[  epoch 0008/0030] 0250/4800, lr:5.0e-05 ∣ avg_100 : 5.968700 ∣ l2loss : 5.759810 ∣ 
[  epoch 0008/0030] 0260/4800, lr:5.0e-05 ∣ avg_100 : 5.970914 ∣ l2loss : 6.153702 ∣ 
[  epoch 0008/0030] 0270/4800, lr:5.0e-05 ∣ avg_100 : 5.970588 ∣ l2loss : 5.854479 ∣ 
[  epoch 0008/0030] 0280/4800, lr:5.0e-05 ∣ avg_100 : 5.971185 ∣ l2loss : 5.896851 ∣ 
[  epoch 0008/0030] 0290/4800, lr:5.0e-05 ∣ avg_100 : 5.971050 ∣ l2loss : 6.139359 ∣ 
[  epoch 0008/0030] 0300/4800, lr:5.0e-05 ∣ avg_100 : 5.972981 ∣ l2loss : 6.063564 ∣ 
[  epoch 0008/0030] 0310/4800, lr:5.0e-05 ∣ avg_100 : 5.969880 ∣ l2loss : 5.880232 ∣ 
[  epoch 0008/0030] 0320/4800, lr:5.0e-05 ∣ avg_100 : 5.969506 ∣ l2loss : 5.869505 ∣ 
[  epoch 0008/0030] 0330/4800, lr:5.0e-05 ∣ avg_100 : 5.969364 ∣ l2loss : 5.914450 ∣ 
[  epoch 0008/0030] 0340/4800, lr:5.0e-05 ∣ avg_100 : 5.967691 ∣ l2loss : 5.896736 ∣ 
[  epoch 0008/0030] 0350/4800, lr:5.0e-05 ∣ avg_100 : 5.966428 ∣ l2loss : 5.852159 ∣ 
[  epoch 0008/0030] 0360/4800, lr:5.0e-05 ∣ avg_100 : 5.969802 ∣ l2loss : 6.281479 ∣ 
[  epoch 0008/0030] 0370/4800, lr:5.0e-05 ∣ avg_100 : 5.972669 ∣ l2loss : 6.228986 ∣ 
[  epoch 0008/0030] 0380/4800, lr:5.0e-05 ∣ avg_100 : 5.970483 ∣ l2loss : 5.911335 ∣ 
[  epoch 0008/0030] 0390/4800, lr:5.0e-05 ∣ avg_100 : 5.970943 ∣ l2loss : 5.867165 ∣ 
[  epoch 0008/0030] 0400/4800, lr:5.0e-05 ∣ avg_100 : 5.969231 ∣ l2loss : 5.705007 ∣ 
[  epoch 0008/0030] 0410/4800, lr:5.0e-05 ∣ avg_100 : 5.970690 ∣ l2loss : 5.984032 ∣ 
[  epoch 0008/0030] 0420/4800, lr:5.0e-05 ∣ avg_100 : 5.967357 ∣ l2loss : 5.874546 ∣ 
[  epoch 0008/0030] 0430/4800, lr:5.0e-05 ∣ avg_100 : 5.966975 ∣ l2loss : 6.040247 ∣ 
[  epoch 0008/0030] 0440/4800, lr:5.0e-05 ∣ avg_100 : 5.966677 ∣ l2loss : 5.856272 ∣ 
[  epoch 0008/0030] 0450/4800, lr:5.0e-05 ∣ avg_100 : 5.964151 ∣ l2loss : 5.939246 ∣ 
[  epoch 0008/0030] 0460/4800, lr:5.0e-05 ∣ avg_100 : 5.966510 ∣ l2loss : 5.787526 ∣ 
[  epoch 0008/0030] 0470/4800, lr:5.0e-05 ∣ avg_100 : 5.968164 ∣ l2loss : 6.387942 ∣ 
[  epoch 0008/0030] 0480/4800, lr:5.0e-05 ∣ avg_100 : 5.970087 ∣ l2loss : 6.113599 ∣ 
[  epoch 0008/0030] 0490/4800, lr:5.0e-05 ∣ avg_100 : 5.970380 ∣ l2loss : 6.189874 ∣ 
[  epoch 0008/0030] 0500/4800, lr:5.0e-05 ∣ avg_100 : 5.968146 ∣ l2loss : 5.869185 ∣ 
[  epoch 0008/0030] 0510/4800, lr:5.0e-05 ∣ avg_100 : 5.967391 ∣ l2loss : 5.820342 ∣ 
[  epoch 0008/0030] 0520/4800, lr:5.0e-05 ∣ avg_100 : 5.969081 ∣ l2loss : 6.036422 ∣ 
[  epoch 0008/0030] 0530/4800, lr:5.0e-05 ∣ avg_100 : 5.966670 ∣ l2loss : 5.712709 ∣ 
[  epoch 0008/0030] 0540/4800, lr:5.0e-05 ∣ avg_100 : 5.968151 ∣ l2loss : 6.114271 ∣ 
[  epoch 0008/0030] 0550/4800, lr:5.0e-05 ∣ avg_100 : 5.968595 ∣ l2loss : 5.864296 ∣ 
[  epoch 0008/0030] 0560/4800, lr:5.0e-05 ∣ avg_100 : 5.969097 ∣ l2loss : 6.088616 ∣ 
[  epoch 0008/0030] 0570/4800, lr:5.0e-05 ∣ avg_100 : 5.966225 ∣ l2loss : 5.588651 ∣ 
[  epoch 0008/0030] 0580/4800, lr:5.0e-05 ∣ avg_100 : 5.969564 ∣ l2loss : 6.100711 ∣ 
[  epoch 0008/0030] 0590/4800, lr:5.0e-05 ∣ avg_100 : 5.971521 ∣ l2loss : 6.049933 ∣ 
[  epoch 0008/0030] 0600/4800, lr:5.0e-05 ∣ avg_100 : 5.974083 ∣ l2loss : 6.010280 ∣ 
[  epoch 0008/0030] 0610/4800, lr:5.0e-05 ∣ avg_100 : 5.973777 ∣ l2loss : 5.753034 ∣ 
[  epoch 0008/0030] 0620/4800, lr:5.0e-05 ∣ avg_100 : 5.975448 ∣ l2loss : 6.087803 ∣ 
[  epoch 0008/0030] 0630/4800, lr:5.0e-05 ∣ avg_100 : 5.975291 ∣ l2loss : 6.026892 ∣ 
[  epoch 0008/0030] 0640/4800, lr:5.0e-05 ∣ avg_100 : 5.973950 ∣ l2loss : 5.979962 ∣ 
[  epoch 0008/0030] 0650/4800, lr:5.0e-05 ∣ avg_100 : 5.971075 ∣ l2loss : 5.988693 ∣ 
[  epoch 0008/0030] 0660/4800, lr:5.0e-05 ∣ avg_100 : 5.969392 ∣ l2loss : 6.036518 ∣ 
[  epoch 0008/0030] 0670/4800, lr:5.0e-05 ∣ avg_100 : 5.967950 ∣ l2loss : 6.059101 ∣ 
[  epoch 0008/0030] 0680/4800, lr:5.0e-05 ∣ avg_100 : 5.968535 ∣ l2loss : 6.134970 ∣ 
[  epoch 0008/0030] 0690/4800, lr:5.0e-05 ∣ avg_100 : 5.963482 ∣ l2loss : 5.585062 ∣ 
[  epoch 0008/0030] 0700/4800, lr:5.0e-05 ∣ avg_100 : 5.967239 ∣ l2loss : 6.103850 ∣ 
[  epoch 0008/0030] 0710/4800, lr:5.0e-05 ∣ avg_100 : 5.965472 ∣ l2loss : 6.030776 ∣ 
[  epoch 0008/0030] 0720/4800, lr:5.0e-05 ∣ avg_100 : 5.970202 ∣ l2loss : 6.291507 ∣ 
[  epoch 0008/0030] 0730/4800, lr:5.0e-05 ∣ avg_100 : 5.970555 ∣ l2loss : 5.893018 ∣ 
[  epoch 0008/0030] 0740/4800, lr:5.0e-05 ∣ avg_100 : 5.972845 ∣ l2loss : 6.034138 ∣ 
[  epoch 0008/0030] 0750/4800, lr:5.0e-05 ∣ avg_100 : 5.974423 ∣ l2loss : 6.204173 ∣ 
[  epoch 0008/0030] 0760/4800, lr:5.0e-05 ∣ avg_100 : 5.975116 ∣ l2loss : 6.195362 ∣ 
[  epoch 0008/0030] 0770/4800, lr:5.0e-05 ∣ avg_100 : 5.978579 ∣ l2loss : 6.242926 ∣ 
[  epoch 0008/0030] 0780/4800, lr:5.0e-05 ∣ avg_100 : 5.979698 ∣ l2loss : 6.042146 ∣ 
[  epoch 0008/0030] 0790/4800, lr:5.0e-05 ∣ avg_100 : 5.979421 ∣ l2loss : 6.177155 ∣ 
[  epoch 0008/0030] 0800/4800, lr:5.0e-05 ∣ avg_100 : 5.978105 ∣ l2loss : 6.040514 ∣ 
[  epoch 0008/0030] 0810/4800, lr:5.0e-05 ∣ avg_100 : 5.973988 ∣ l2loss : 5.762570 ∣ 
[  epoch 0008/0030] 0820/4800, lr:5.0e-05 ∣ avg_100 : 5.978465 ∣ l2loss : 6.286662 ∣ 
[  epoch 0008/0030] 0830/4800, lr:5.0e-05 ∣ avg_100 : 5.976221 ∣ l2loss : 5.816738 ∣ 
[  epoch 0008/0030] 0840/4800, lr:5.0e-05 ∣ avg_100 : 5.977053 ∣ l2loss : 6.064990 ∣ 
[  epoch 0008/0030] 0850/4800, lr:5.0e-05 ∣ avg_100 : 5.976200 ∣ l2loss : 6.059845 ∣ 
[  epoch 0008/0030] 0860/4800, lr:5.0e-05 ∣ avg_100 : 5.978430 ∣ l2loss : 5.975144 ∣ 
[  epoch 0008/0030] 0870/4800, lr:5.0e-05 ∣ avg_100 : 5.978395 ∣ l2loss : 6.012564 ∣ 
[  epoch 0008/0030] 0880/4800, lr:5.0e-05 ∣ avg_100 : 5.979731 ∣ l2loss : 5.936753 ∣ 
[  epoch 0008/0030] 0890/4800, lr:5.0e-05 ∣ avg_100 : 5.979534 ∣ l2loss : 6.062761 ∣ 
[  epoch 0008/0030] 0900/4800, lr:5.0e-05 ∣ avg_100 : 5.979357 ∣ l2loss : 5.940229 ∣ 
[  epoch 0008/0030] 0910/4800, lr:5.0e-05 ∣ avg_100 : 5.977275 ∣ l2loss : 5.833685 ∣ 
[  epoch 0008/0030] 0920/4800, lr:5.0e-05 ∣ avg_100 : 5.977685 ∣ l2loss : 5.965179 ∣ 
[  epoch 0008/0030] 0930/4800, lr:5.0e-05 ∣ avg_100 : 5.982902 ∣ l2loss : 6.142685 ∣ 
[  epoch 0008/0030] 0940/4800, lr:5.0e-05 ∣ avg_100 : 5.982667 ∣ l2loss : 6.034487 ∣ 
[  epoch 0008/0030] 0950/4800, lr:5.0e-05 ∣ avg_100 : 5.980677 ∣ l2loss : 5.904876 ∣ 
[  epoch 0008/0030] 0960/4800, lr:5.0e-05 ∣ avg_100 : 5.982018 ∣ l2loss : 6.030063 ∣ 
[  epoch 0008/0030] 0970/4800, lr:5.0e-05 ∣ avg_100 : 5.983723 ∣ l2loss : 6.010036 ∣ 
[  epoch 0008/0030] 0980/4800, lr:5.0e-05 ∣ avg_100 : 5.981923 ∣ l2loss : 5.796201 ∣ 
[  epoch 0008/0030] 0990/4800, lr:5.0e-05 ∣ avg_100 : 5.980265 ∣ l2loss : 5.844609 ∣ 
[  epoch 0008/0030] 1000/4800, lr:5.0e-05 ∣ avg_100 : 5.981046 ∣ l2loss : 6.047682 ∣ 
[  epoch 0008/0030] 1010/4800, lr:5.0e-05 ∣ avg_100 : 5.984257 ∣ l2loss : 6.060928 ∣ 
[  epoch 0008/0030] 1020/4800, lr:5.0e-05 ∣ avg_100 : 5.986320 ∣ l2loss : 6.018937 ∣ 
[  epoch 0008/0030] 1030/4800, lr:5.0e-05 ∣ avg_100 : 5.984903 ∣ l2loss : 5.907734 ∣ 
[  epoch 0008/0030] 1040/4800, lr:5.0e-05 ∣ avg_100 : 5.984343 ∣ l2loss : 5.936609 ∣ 
[  epoch 0008/0030] 1050/4800, lr:5.0e-05 ∣ avg_100 : 5.985865 ∣ l2loss : 6.051465 ∣ 
[  epoch 0008/0030] 1060/4800, lr:5.0e-05 ∣ avg_100 : 5.986466 ∣ l2loss : 6.061822 ∣ 
[  epoch 0008/0030] 1070/4800, lr:5.0e-05 ∣ avg_100 : 5.984851 ∣ l2loss : 5.844265 ∣ 
[  epoch 0008/0030] 1080/4800, lr:5.0e-05 ∣ avg_100 : 5.987471 ∣ l2loss : 6.141542 ∣ 
[  epoch 0008/0030] 1090/4800, lr:5.0e-05 ∣ avg_100 : 5.987116 ∣ l2loss : 6.018902 ∣ 
[  epoch 0008/0030] 1100/4800, lr:5.0e-05 ∣ avg_100 : 5.982918 ∣ l2loss : 5.840844 ∣ 
[  epoch 0008/0030] 1110/4800, lr:5.0e-05 ∣ avg_100 : 5.979939 ∣ l2loss : 5.948330 ∣ 
[  epoch 0008/0030] 1120/4800, lr:5.0e-05 ∣ avg_100 : 5.979647 ∣ l2loss : 6.132438 ∣ 
[  epoch 0008/0030] 1130/4800, lr:5.0e-05 ∣ avg_100 : 5.981544 ∣ l2loss : 6.153622 ∣ 
[  epoch 0008/0030] 1140/4800, lr:5.0e-05 ∣ avg_100 : 5.979682 ∣ l2loss : 5.776528 ∣ 
[  epoch 0008/0030] 1150/4800, lr:5.0e-05 ∣ avg_100 : 5.976013 ∣ l2loss : 5.596355 ∣ 
[  epoch 0008/0030] 1160/4800, lr:5.0e-05 ∣ avg_100 : 5.979465 ∣ l2loss : 6.299505 ∣ 
[  epoch 0008/0030] 1170/4800, lr:5.0e-05 ∣ avg_100 : 5.980289 ∣ l2loss : 5.967957 ∣ 
[  epoch 0008/0030] 1180/4800, lr:5.0e-05 ∣ avg_100 : 5.983038 ∣ l2loss : 6.051050 ∣ 
[  epoch 0008/0030] 1190/4800, lr:5.0e-05 ∣ avg_100 : 5.985992 ∣ l2loss : 5.995256 ∣ 
[  epoch 0008/0030] 1200/4800, lr:5.0e-05 ∣ avg_100 : 5.988105 ∣ l2loss : 6.191370 ∣ 
[  epoch 0008/0030] 1210/4800, lr:5.0e-05 ∣ avg_100 : 5.988762 ∣ l2loss : 5.951131 ∣ 
[  epoch 0008/0030] 1220/4800, lr:5.0e-05 ∣ avg_100 : 5.989648 ∣ l2loss : 5.940213 ∣ 
[  epoch 0008/0030] 1230/4800, lr:5.0e-05 ∣ avg_100 : 5.990747 ∣ l2loss : 6.203212 ∣ 
[  epoch 0008/0030] 1240/4800, lr:5.0e-05 ∣ avg_100 : 5.991507 ∣ l2loss : 5.921814 ∣ 
[  epoch 0008/0030] 1250/4800, lr:5.0e-05 ∣ avg_100 : 5.992416 ∣ l2loss : 5.850745 ∣ 
[  epoch 0008/0030] 1260/4800, lr:5.0e-05 ∣ avg_100 : 5.986472 ∣ l2loss : 5.559280 ∣ 
[  epoch 0008/0030] 1270/4800, lr:5.0e-05 ∣ avg_100 : 5.987757 ∣ l2loss : 5.982909 ∣ 
[  epoch 0008/0030] 1280/4800, lr:5.0e-05 ∣ avg_100 : 5.986790 ∣ l2loss : 5.800193 ∣ 
[  epoch 0008/0030] 1290/4800, lr:5.0e-05 ∣ avg_100 : 5.983415 ∣ l2loss : 5.801880 ∣ 
[  epoch 0008/0030] 1300/4800, lr:5.0e-05 ∣ avg_100 : 5.981327 ∣ l2loss : 5.854778 ∣ 
[  epoch 0008/0030] 1310/4800, lr:5.0e-05 ∣ avg_100 : 5.985238 ∣ l2loss : 6.271279 ∣ 
[  epoch 0008/0030] 1320/4800, lr:5.0e-05 ∣ avg_100 : 5.983887 ∣ l2loss : 5.734413 ∣ 
[  epoch 0008/0030] 1330/4800, lr:5.0e-05 ∣ avg_100 : 5.987124 ∣ l2loss : 6.238172 ∣ 
[  epoch 0008/0030] 1340/4800, lr:5.0e-05 ∣ avg_100 : 5.987164 ∣ l2loss : 5.900730 ∣ 
[  epoch 0008/0030] 1350/4800, lr:5.0e-05 ∣ avg_100 : 5.988593 ∣ l2loss : 5.995097 ∣ 
[  epoch 0008/0030] 1360/4800, lr:5.0e-05 ∣ avg_100 : 5.985448 ∣ l2loss : 5.966986 ∣ 
[  epoch 0008/0030] 1370/4800, lr:5.0e-05 ∣ avg_100 : 5.983320 ∣ l2loss : 6.016092 ∣ 
[  epoch 0008/0030] 1380/4800, lr:5.0e-05 ∣ avg_100 : 5.983168 ∣ l2loss : 5.896185 ∣ 
[  epoch 0008/0030] 1390/4800, lr:5.0e-05 ∣ avg_100 : 5.985805 ∣ l2loss : 6.130876 ∣ 
[  epoch 0008/0030] 1400/4800, lr:5.0e-05 ∣ avg_100 : 5.988701 ∣ l2loss : 5.994616 ∣ 
[  epoch 0008/0030] 1410/4800, lr:5.0e-05 ∣ avg_100 : 5.988779 ∣ l2loss : 5.991782 ∣ 
[  epoch 0008/0030] 1420/4800, lr:5.0e-05 ∣ avg_100 : 5.987067 ∣ l2loss : 5.703342 ∣ 
[  epoch 0008/0030] 1430/4800, lr:5.0e-05 ∣ avg_100 : 5.985975 ∣ l2loss : 5.931034 ∣ 
[  epoch 0008/0030] 1440/4800, lr:5.0e-05 ∣ avg_100 : 5.986935 ∣ l2loss : 5.952332 ∣ 
[  epoch 0008/0030] 1450/4800, lr:5.0e-05 ∣ avg_100 : 5.988474 ∣ l2loss : 6.093177 ∣ 
[  epoch 0008/0030] 1460/4800, lr:5.0e-05 ∣ avg_100 : 5.992599 ∣ l2loss : 6.199996 ∣ 
[  epoch 0008/0030] 1470/4800, lr:5.0e-05 ∣ avg_100 : 5.990628 ∣ l2loss : 6.190855 ∣ 
[  epoch 0008/0030] 1480/4800, lr:5.0e-05 ∣ avg_100 : 5.988112 ∣ l2loss : 5.861922 ∣ 
[  epoch 0008/0030] 1490/4800, lr:5.0e-05 ∣ avg_100 : 5.987341 ∣ l2loss : 6.112822 ∣ 
[  epoch 0008/0030] 1500/4800, lr:5.0e-05 ∣ avg_100 : 5.986900 ∣ l2loss : 5.825076 ∣ 
[  epoch 0008/0030] 1510/4800, lr:5.0e-05 ∣ avg_100 : 5.987136 ∣ l2loss : 5.843997 ∣ 
[  epoch 0008/0030] 1520/4800, lr:5.0e-05 ∣ avg_100 : 5.985008 ∣ l2loss : 5.823570 ∣ 
[  epoch 0008/0030] 1530/4800, lr:5.0e-05 ∣ avg_100 : 5.988814 ∣ l2loss : 6.093282 ∣ 
[  epoch 0008/0030] 1540/4800, lr:5.0e-05 ∣ avg_100 : 5.987606 ∣ l2loss : 5.993496 ∣ 
[  epoch 0008/0030] 1550/4800, lr:5.0e-05 ∣ avg_100 : 5.989046 ∣ l2loss : 6.008274 ∣ 
[  epoch 0008/0030] 1560/4800, lr:5.0e-05 ∣ avg_100 : 5.988180 ∣ l2loss : 6.002008 ∣ 
[  epoch 0008/0030] 1570/4800, lr:5.0e-05 ∣ avg_100 : 5.994398 ∣ l2loss : 6.210445 ∣ 
[  epoch 0008/0030] 1580/4800, lr:5.0e-05 ∣ avg_100 : 5.993136 ∣ l2loss : 5.974523 ∣ 
[  epoch 0008/0030] 1590/4800, lr:5.0e-05 ∣ avg_100 : 5.987229 ∣ l2loss : 5.459240 ∣ 
[  epoch 0008/0030] 1600/4800, lr:5.0e-05 ∣ avg_100 : 5.986267 ∣ l2loss : 5.914118 ∣ 
[  epoch 0008/0030] 1610/4800, lr:5.0e-05 ∣ avg_100 : 5.987519 ∣ l2loss : 5.878223 ∣ 
[  epoch 0008/0030] 1620/4800, lr:5.0e-05 ∣ avg_100 : 5.986519 ∣ l2loss : 5.987784 ∣ 
[  epoch 0008/0030] 1630/4800, lr:5.0e-05 ∣ avg_100 : 5.986562 ∣ l2loss : 6.031217 ∣ 
[  epoch 0008/0030] 1640/4800, lr:5.0e-05 ∣ avg_100 : 5.986535 ∣ l2loss : 5.977285 ∣ 
[  epoch 0008/0030] 1650/4800, lr:5.0e-05 ∣ avg_100 : 5.985265 ∣ l2loss : 5.861629 ∣ 
[  epoch 0008/0030] 1660/4800, lr:5.0e-05 ∣ avg_100 : 5.982290 ∣ l2loss : 5.739039 ∣ 
[  epoch 0008/0030] 1670/4800, lr:5.0e-05 ∣ avg_100 : 5.982208 ∣ l2loss : 6.050924 ∣ 
[  epoch 0008/0030] 1680/4800, lr:5.0e-05 ∣ avg_100 : 5.979362 ∣ l2loss : 5.850351 ∣ 
[  epoch 0008/0030] 1690/4800, lr:5.0e-05 ∣ avg_100 : 5.984826 ∣ l2loss : 6.131451 ∣ 
[  epoch 0008/0030] 1700/4800, lr:5.0e-05 ∣ avg_100 : 5.983099 ∣ l2loss : 5.931208 ∣ 
[  epoch 0008/0030] 1710/4800, lr:5.0e-05 ∣ avg_100 : 5.984108 ∣ l2loss : 6.131626 ∣ 
[  epoch 0008/0030] 1720/4800, lr:5.0e-05 ∣ avg_100 : 5.978932 ∣ l2loss : 5.773901 ∣ 
[  epoch 0008/0030] 1730/4800, lr:5.0e-05 ∣ avg_100 : 5.979691 ∣ l2loss : 5.968929 ∣ 
[  epoch 0008/0030] 1740/4800, lr:5.0e-05 ∣ avg_100 : 5.978509 ∣ l2loss : 5.915927 ∣ 
[  epoch 0008/0030] 1750/4800, lr:5.0e-05 ∣ avg_100 : 5.977336 ∣ l2loss : 6.086912 ∣ 
[  epoch 0008/0030] 1760/4800, lr:5.0e-05 ∣ avg_100 : 5.972815 ∣ l2loss : 5.743291 ∣ 
[  epoch 0008/0030] 1770/4800, lr:5.0e-05 ∣ avg_100 : 5.967515 ∣ l2loss : 5.712885 ∣ 
[  epoch 0008/0030] 1780/4800, lr:5.0e-05 ∣ avg_100 : 5.967006 ∣ l2loss : 5.991246 ∣ 
[  epoch 0008/0030] 1790/4800, lr:5.0e-05 ∣ avg_100 : 5.968378 ∣ l2loss : 6.314315 ∣ 
[  epoch 0008/0030] 1800/4800, lr:5.0e-05 ∣ avg_100 : 5.965050 ∣ l2loss : 5.707709 ∣ 
[  epoch 0008/0030] 1810/4800, lr:5.0e-05 ∣ avg_100 : 5.967157 ∣ l2loss : 5.973306 ∣ 
[  epoch 0008/0030] 1820/4800, lr:5.0e-05 ∣ avg_100 : 5.962438 ∣ l2loss : 5.814784 ∣ 
[  epoch 0008/0030] 1830/4800, lr:5.0e-05 ∣ avg_100 : 5.961645 ∣ l2loss : 5.737388 ∣ 
[  epoch 0008/0030] 1840/4800, lr:5.0e-05 ∣ avg_100 : 5.960146 ∣ l2loss : 5.915154 ∣ 
[  epoch 0008/0030] 1850/4800, lr:5.0e-05 ∣ avg_100 : 5.956017 ∣ l2loss : 5.646896 ∣ 
[  epoch 0008/0030] 1860/4800, lr:5.0e-05 ∣ avg_100 : 5.953385 ∣ l2loss : 5.711934 ∣ 
[  epoch 0008/0030] 1870/4800, lr:5.0e-05 ∣ avg_100 : 5.950107 ∣ l2loss : 5.684773 ∣ 
[  epoch 0008/0030] 1880/4800, lr:5.0e-05 ∣ avg_100 : 5.948325 ∣ l2loss : 5.758531 ∣ 
[  epoch 0008/0030] 1890/4800, lr:5.0e-05 ∣ avg_100 : 5.945570 ∣ l2loss : 5.787265 ∣ 
[  epoch 0008/0030] 1900/4800, lr:5.0e-05 ∣ avg_100 : 5.946074 ∣ l2loss : 5.990667 ∣ 
[  epoch 0008/0030] 1910/4800, lr:5.0e-05 ∣ avg_100 : 5.946357 ∣ l2loss : 5.861964 ∣ 
[  epoch 0008/0030] 1920/4800, lr:5.0e-05 ∣ avg_100 : 5.945786 ∣ l2loss : 5.908082 ∣ 
[  epoch 0008/0030] 1930/4800, lr:5.0e-05 ∣ avg_100 : 5.941305 ∣ l2loss : 5.694587 ∣ 
[  epoch 0008/0030] 1940/4800, lr:5.0e-05 ∣ avg_100 : 5.941894 ∣ l2loss : 6.093429 ∣ 
[  epoch 0008/0030] 1950/4800, lr:5.0e-05 ∣ avg_100 : 5.943746 ∣ l2loss : 6.089997 ∣ 
[  epoch 0008/0030] 1960/4800, lr:5.0e-05 ∣ avg_100 : 5.942997 ∣ l2loss : 5.955164 ∣ 
[  epoch 0008/0030] 1970/4800, lr:5.0e-05 ∣ avg_100 : 5.943876 ∣ l2loss : 6.097997 ∣ 
[  epoch 0008/0030] 1980/4800, lr:5.0e-05 ∣ avg_100 : 5.945005 ∣ l2loss : 5.909107 ∣ 
[  epoch 0008/0030] 1990/4800, lr:5.0e-05 ∣ avg_100 : 5.946276 ∣ l2loss : 5.971711 ∣ 
[  epoch 0008/0030] 2000/4800, lr:5.0e-05 ∣ avg_100 : 5.946870 ∣ l2loss : 6.107066 ∣ 
[  epoch 0008/0030] 2010/4800, lr:5.0e-05 ∣ avg_100 : 5.947382 ∣ l2loss : 6.112079 ∣ 
[  epoch 0008/0030] 2020/4800, lr:5.0e-05 ∣ avg_100 : 5.948863 ∣ l2loss : 6.167129 ∣ 
[  epoch 0008/0030] 2030/4800, lr:5.0e-05 ∣ avg_100 : 5.946415 ∣ l2loss : 5.662849 ∣ 
[  epoch 0008/0030] 2040/4800, lr:5.0e-05 ∣ avg_100 : 5.946974 ∣ l2loss : 5.992564 ∣ 
[  epoch 0008/0030] 2050/4800, lr:5.0e-05 ∣ avg_100 : 5.945264 ∣ l2loss : 5.880454 ∣ 
[  epoch 0008/0030] 2060/4800, lr:5.0e-05 ∣ avg_100 : 5.942627 ∣ l2loss : 5.798130 ∣ 
[  epoch 0008/0030] 2070/4800, lr:5.0e-05 ∣ avg_100 : 5.943069 ∣ l2loss : 5.888463 ∣ 
[  epoch 0008/0030] 2080/4800, lr:5.0e-05 ∣ avg_100 : 5.939487 ∣ l2loss : 5.783376 ∣ 
[  epoch 0008/0030] 2090/4800, lr:5.0e-05 ∣ avg_100 : 5.938422 ∣ l2loss : 5.912391 ∣ 
[  epoch 0008/0030] 2100/4800, lr:5.0e-05 ∣ avg_100 : 5.939906 ∣ l2loss : 5.989242 ∣ 
[  epoch 0008/0030] 2110/4800, lr:5.0e-05 ∣ avg_100 : 5.937945 ∣ l2loss : 5.752223 ∣ 
[  epoch 0008/0030] 2120/4800, lr:5.0e-05 ∣ avg_100 : 5.932962 ∣ l2loss : 5.634159 ∣ 
[  epoch 0008/0030] 2130/4800, lr:5.0e-05 ∣ avg_100 : 5.932266 ∣ l2loss : 6.083981 ∣ 
[  epoch 0008/0030] 2140/4800, lr:5.0e-05 ∣ avg_100 : 5.934468 ∣ l2loss : 5.996765 ∣ 
[  epoch 0008/0030] 2150/4800, lr:5.0e-05 ∣ avg_100 : 5.937428 ∣ l2loss : 5.892331 ∣ 
[  epoch 0008/0030] 2160/4800, lr:5.0e-05 ∣ avg_100 : 5.935755 ∣ l2loss : 6.132148 ∣ 
[  epoch 0008/0030] 2170/4800, lr:5.0e-05 ∣ avg_100 : 5.931994 ∣ l2loss : 5.591850 ∣ 
[  epoch 0008/0030] 2180/4800, lr:5.0e-05 ∣ avg_100 : 5.931740 ∣ l2loss : 6.025682 ∣ 
[  epoch 0008/0030] 2190/4800, lr:5.0e-05 ∣ avg_100 : 5.930553 ∣ l2loss : 5.876599 ∣ 
[  epoch 0008/0030] 2200/4800, lr:5.0e-05 ∣ avg_100 : 5.927637 ∣ l2loss : 5.899746 ∣ 
[  epoch 0008/0030] 2210/4800, lr:5.0e-05 ∣ avg_100 : 5.927219 ∣ l2loss : 5.909289 ∣ 
[  epoch 0008/0030] 2220/4800, lr:5.0e-05 ∣ avg_100 : 5.925856 ∣ l2loss : 5.803950 ∣ 
[  epoch 0008/0030] 2230/4800, lr:5.0e-05 ∣ avg_100 : 5.921744 ∣ l2loss : 5.792026 ∣ 
[  epoch 0008/0030] 2240/4800, lr:5.0e-05 ∣ avg_100 : 5.923899 ∣ l2loss : 6.137299 ∣ 
[  epoch 0008/0030] 2250/4800, lr:5.0e-05 ∣ avg_100 : 5.924931 ∣ l2loss : 5.953917 ∣ 
[  epoch 0008/0030] 2260/4800, lr:5.0e-05 ∣ avg_100 : 5.925660 ∣ l2loss : 5.632254 ∣ 
[  epoch 0008/0030] 2270/4800, lr:5.0e-05 ∣ avg_100 : 5.924193 ∣ l2loss : 5.836176 ∣ 
[  epoch 0008/0030] 2280/4800, lr:5.0e-05 ∣ avg_100 : 5.925030 ∣ l2loss : 5.883832 ∣ 
[  epoch 0008/0030] 2290/4800, lr:5.0e-05 ∣ avg_100 : 5.925397 ∣ l2loss : 5.838636 ∣ 
[  epoch 0008/0030] 2300/4800, lr:5.0e-05 ∣ avg_100 : 5.925997 ∣ l2loss : 5.914777 ∣ 
[  epoch 0008/0030] 2310/4800, lr:5.0e-05 ∣ avg_100 : 5.924690 ∣ l2loss : 6.140610 ∣ 
[  epoch 0008/0030] 2320/4800, lr:5.0e-05 ∣ avg_100 : 5.926261 ∣ l2loss : 5.891477 ∣ 
[  epoch 0008/0030] 2330/4800, lr:5.0e-05 ∣ avg_100 : 5.922041 ∣ l2loss : 5.816194 ∣ 
[  epoch 0008/0030] 2340/4800, lr:5.0e-05 ∣ avg_100 : 5.919939 ∣ l2loss : 5.690459 ∣ 
[  epoch 0008/0030] 2350/4800, lr:5.0e-05 ∣ avg_100 : 5.919833 ∣ l2loss : 5.984558 ∣ 
[  epoch 0008/0030] 2360/4800, lr:5.0e-05 ∣ avg_100 : 5.919945 ∣ l2loss : 5.978142 ∣ 
[  epoch 0008/0030] 2370/4800, lr:5.0e-05 ∣ avg_100 : 5.918527 ∣ l2loss : 5.874370 ∣ 
[  epoch 0008/0030] 2380/4800, lr:5.0e-05 ∣ avg_100 : 5.918440 ∣ l2loss : 5.887482 ∣ 
[  epoch 0008/0030] 2390/4800, lr:5.0e-05 ∣ avg_100 : 5.914630 ∣ l2loss : 5.749815 ∣ 
[  epoch 0008/0030] 2400/4800, lr:5.0e-05 ∣ avg_100 : 5.912121 ∣ l2loss : 5.743776 ∣ 
[  epoch 0008/0030] 2410/4800, lr:5.0e-05 ∣ avg_100 : 5.912549 ∣ l2loss : 6.034499 ∣ 
[  epoch 0008/0030] 2420/4800, lr:5.0e-05 ∣ avg_100 : 5.913328 ∣ l2loss : 5.781329 ∣ 
[  epoch 0008/0030] 2430/4800, lr:5.0e-05 ∣ avg_100 : 5.913040 ∣ l2loss : 5.902221 ∣ 
[  epoch 0008/0030] 2440/4800, lr:5.0e-05 ∣ avg_100 : 5.911821 ∣ l2loss : 5.830369 ∣ 
[  epoch 0008/0030] 2450/4800, lr:5.0e-05 ∣ avg_100 : 5.910889 ∣ l2loss : 6.000035 ∣ 
[  epoch 0008/0030] 2460/4800, lr:5.0e-05 ∣ avg_100 : 5.908226 ∣ l2loss : 5.933668 ∣ 
[  epoch 0008/0030] 2470/4800, lr:5.0e-05 ∣ avg_100 : 5.905126 ∣ l2loss : 5.880821 ∣ 
[  epoch 0008/0030] 2480/4800, lr:5.0e-05 ∣ avg_100 : 5.904114 ∣ l2loss : 5.760765 ∣ 
[  epoch 0008/0030] 2490/4800, lr:5.0e-05 ∣ avg_100 : 5.903924 ∣ l2loss : 6.093800 ∣ 
[  epoch 0008/0030] 2500/4800, lr:5.0e-05 ∣ avg_100 : 5.903696 ∣ l2loss : 5.802318 ∣ 
[  epoch 0008/0030] 2510/4800, lr:5.0e-05 ∣ avg_100 : 5.906447 ∣ l2loss : 6.119075 ∣ 
[  epoch 0008/0030] 2520/4800, lr:5.0e-05 ∣ avg_100 : 5.905233 ∣ l2loss : 5.702154 ∣ 
[  epoch 0008/0030] 2530/4800, lr:5.0e-05 ∣ avg_100 : 5.905749 ∣ l2loss : 6.144916 ∣ 
[  epoch 0008/0030] 2540/4800, lr:5.0e-05 ∣ avg_100 : 5.904994 ∣ l2loss : 5.917944 ∣ 
[  epoch 0008/0030] 2550/4800, lr:5.0e-05 ∣ avg_100 : 5.906081 ∣ l2loss : 6.116958 ∣ 
[  epoch 0008/0030] 2560/4800, lr:5.0e-05 ∣ avg_100 : 5.905202 ∣ l2loss : 5.914163 ∣ 
[  epoch 0008/0030] 2570/4800, lr:5.0e-05 ∣ avg_100 : 5.903815 ∣ l2loss : 6.071707 ∣ 
[  epoch 0008/0030] 2580/4800, lr:5.0e-05 ∣ avg_100 : 5.902630 ∣ l2loss : 5.856084 ∣ 
[  epoch 0008/0030] 2590/4800, lr:5.0e-05 ∣ avg_100 : 5.907145 ∣ l2loss : 5.910677 ∣ 
[  epoch 0008/0030] 2600/4800, lr:5.0e-05 ∣ avg_100 : 5.907910 ∣ l2loss : 5.990610 ∣ 
[  epoch 0008/0030] 2610/4800, lr:5.0e-05 ∣ avg_100 : 5.909606 ∣ l2loss : 6.047827 ∣ 
[  epoch 0008/0030] 2620/4800, lr:5.0e-05 ∣ avg_100 : 5.906930 ∣ l2loss : 5.720255 ∣ 
[  epoch 0008/0030] 2630/4800, lr:5.0e-05 ∣ avg_100 : 5.905037 ∣ l2loss : 5.841837 ∣ 
[  epoch 0008/0030] 2640/4800, lr:5.0e-05 ∣ avg_100 : 5.904582 ∣ l2loss : 5.931818 ∣ 
[  epoch 0008/0030] 2650/4800, lr:5.0e-05 ∣ avg_100 : 5.903787 ∣ l2loss : 5.782094 ∣ 
[  epoch 0008/0030] 2660/4800, lr:5.0e-05 ∣ avg_100 : 5.903206 ∣ l2loss : 5.680998 ∣ 
[  epoch 0008/0030] 2670/4800, lr:5.0e-05 ∣ avg_100 : 5.901188 ∣ l2loss : 5.849134 ∣ 
[  epoch 0008/0030] 2680/4800, lr:5.0e-05 ∣ avg_100 : 5.900079 ∣ l2loss : 5.739471 ∣ 
[  epoch 0008/0030] 2690/4800, lr:5.0e-05 ∣ avg_100 : 5.896749 ∣ l2loss : 5.798390 ∣ 
[  epoch 0008/0030] 2700/4800, lr:5.0e-05 ∣ avg_100 : 5.896075 ∣ l2loss : 5.863825 ∣ 
[  epoch 0008/0030] 2710/4800, lr:5.0e-05 ∣ avg_100 : 5.893439 ∣ l2loss : 5.867994 ∣ 
[  epoch 0008/0030] 2720/4800, lr:5.0e-05 ∣ avg_100 : 5.893814 ∣ l2loss : 5.811475 ∣ 
[  epoch 0008/0030] 2730/4800, lr:5.0e-05 ∣ avg_100 : 5.891709 ∣ l2loss : 5.758393 ∣ 
[  epoch 0008/0030] 2740/4800, lr:5.0e-05 ∣ avg_100 : 5.892628 ∣ l2loss : 6.007792 ∣ 
[  epoch 0008/0030] 2750/4800, lr:5.0e-05 ∣ avg_100 : 5.888722 ∣ l2loss : 5.696370 ∣ 
[  epoch 0008/0030] 2760/4800, lr:5.0e-05 ∣ avg_100 : 5.891020 ∣ l2loss : 5.973079 ∣ 
[  epoch 0008/0030] 2770/4800, lr:5.0e-05 ∣ avg_100 : 5.893971 ∣ l2loss : 6.007976 ∣ 
[  epoch 0008/0030] 2780/4800, lr:5.0e-05 ∣ avg_100 : 5.893049 ∣ l2loss : 5.899060 ∣ 
[  epoch 0008/0030] 2790/4800, lr:5.0e-05 ∣ avg_100 : 5.889245 ∣ l2loss : 5.933914 ∣ 
[  epoch 0008/0030] 2800/4800, lr:5.0e-05 ∣ avg_100 : 5.891638 ∣ l2loss : 5.946939 ∣ 
[  epoch 0008/0030] 2810/4800, lr:5.0e-05 ∣ avg_100 : 5.892829 ∣ l2loss : 6.092439 ∣ 
[  epoch 0008/0030] 2820/4800, lr:5.0e-05 ∣ avg_100 : 5.893223 ∣ l2loss : 5.854173 ∣ 
[  epoch 0008/0030] 2830/4800, lr:5.0e-05 ∣ avg_100 : 5.895015 ∣ l2loss : 5.916611 ∣ 
[  epoch 0008/0030] 2840/4800, lr:5.0e-05 ∣ avg_100 : 5.896513 ∣ l2loss : 6.064988 ∣ 
[  epoch 0008/0030] 2850/4800, lr:5.0e-05 ∣ avg_100 : 5.902798 ∣ l2loss : 6.275333 ∣ 
[  epoch 0008/0030] 2860/4800, lr:5.0e-05 ∣ avg_100 : 5.903292 ∣ l2loss : 5.761360 ∣ 
[  epoch 0008/0030] 2870/4800, lr:5.0e-05 ∣ avg_100 : 5.905139 ∣ l2loss : 5.869498 ∣ 
[  epoch 0008/0030] 2880/4800, lr:5.0e-05 ∣ avg_100 : 5.906980 ∣ l2loss : 5.942594 ∣ 
[  epoch 0008/0030] 2890/4800, lr:5.0e-05 ∣ avg_100 : 5.910065 ∣ l2loss : 6.095782 ∣ 
[  epoch 0008/0030] 2900/4800, lr:5.0e-05 ∣ avg_100 : 5.909732 ∣ l2loss : 5.957389 ∣ 
[  epoch 0008/0030] 2910/4800, lr:5.0e-05 ∣ avg_100 : 5.910139 ∣ l2loss : 5.902653 ∣ 
[  epoch 0008/0030] 2920/4800, lr:5.0e-05 ∣ avg_100 : 5.909765 ∣ l2loss : 5.870713 ∣ 
[  epoch 0008/0030] 2930/4800, lr:5.0e-05 ∣ avg_100 : 5.910461 ∣ l2loss : 5.764173 ∣ 
[  epoch 0008/0030] 2940/4800, lr:5.0e-05 ∣ avg_100 : 5.906347 ∣ l2loss : 5.682025 ∣ 
[  epoch 0008/0030] 2950/4800, lr:5.0e-05 ∣ avg_100 : 5.905777 ∣ l2loss : 6.032962 ∣ 
[  epoch 0008/0030] 2960/4800, lr:5.0e-05 ∣ avg_100 : 5.905594 ∣ l2loss : 5.936838 ∣ 
[  epoch 0008/0030] 2970/4800, lr:5.0e-05 ∣ avg_100 : 5.903292 ∣ l2loss : 5.867837 ∣ 
[  epoch 0008/0030] 2980/4800, lr:5.0e-05 ∣ avg_100 : 5.903687 ∣ l2loss : 5.948605 ∣ 
[  epoch 0008/0030] 2990/4800, lr:5.0e-05 ∣ avg_100 : 5.902832 ∣ l2loss : 5.886173 ∣ 
[  epoch 0008/0030] 3000/4800, lr:5.0e-05 ∣ avg_100 : 5.902476 ∣ l2loss : 6.071469 ∣ 
[  epoch 0008/0030] 3010/4800, lr:5.0e-05 ∣ avg_100 : 5.900883 ∣ l2loss : 5.952826 ∣ 
[  epoch 0008/0030] 3020/4800, lr:5.0e-05 ∣ avg_100 : 5.897001 ∣ l2loss : 5.778918 ∣ 
[  epoch 0008/0030] 3030/4800, lr:5.0e-05 ∣ avg_100 : 5.899527 ∣ l2loss : 5.915445 ∣ 
[  epoch 0008/0030] 3040/4800, lr:5.0e-05 ∣ avg_100 : 5.898768 ∣ l2loss : 5.916659 ∣ 
[  epoch 0008/0030] 3050/4800, lr:5.0e-05 ∣ avg_100 : 5.898419 ∣ l2loss : 5.845522 ∣ 
[  epoch 0008/0030] 3060/4800, lr:5.0e-05 ∣ avg_100 : 5.905163 ∣ l2loss : 6.472567 ∣ 
[  epoch 0008/0030] 3070/4800, lr:5.0e-05 ∣ avg_100 : 5.905687 ∣ l2loss : 5.940863 ∣ 
[  epoch 0008/0030] 3080/4800, lr:5.0e-05 ∣ avg_100 : 5.906357 ∣ l2loss : 5.850357 ∣ 
[  epoch 0008/0030] 3090/4800, lr:5.0e-05 ∣ avg_100 : 5.905487 ∣ l2loss : 5.825415 ∣ 
[  epoch 0008/0030] 3100/4800, lr:5.0e-05 ∣ avg_100 : 5.903517 ∣ l2loss : 5.792224 ∣ 
[  epoch 0008/0030] 3110/4800, lr:5.0e-05 ∣ avg_100 : 5.905256 ∣ l2loss : 5.926112 ∣ 
[  epoch 0008/0030] 3120/4800, lr:5.0e-05 ∣ avg_100 : 5.908894 ∣ l2loss : 5.998011 ∣ 
[  epoch 0008/0030] 3130/4800, lr:5.0e-05 ∣ avg_100 : 5.905057 ∣ l2loss : 5.700268 ∣ 
[  epoch 0008/0030] 3140/4800, lr:5.0e-05 ∣ avg_100 : 5.904494 ∣ l2loss : 5.940439 ∣ 
[  epoch 0008/0030] 3150/4800, lr:5.0e-05 ∣ avg_100 : 5.904200 ∣ l2loss : 5.862947 ∣ 
[  epoch 0008/0030] 3160/4800, lr:5.0e-05 ∣ avg_100 : 5.900919 ∣ l2loss : 5.804001 ∣ 
[  epoch 0008/0030] 3170/4800, lr:5.0e-05 ∣ avg_100 : 5.904907 ∣ l2loss : 5.990685 ∣ 
[  epoch 0008/0030] 3180/4800, lr:5.0e-05 ∣ avg_100 : 5.904321 ∣ l2loss : 5.967054 ∣ 
[  epoch 0008/0030] 3190/4800, lr:5.0e-05 ∣ avg_100 : 5.901021 ∣ l2loss : 5.546684 ∣ 
[  epoch 0008/0030] 3200/4800, lr:5.0e-05 ∣ avg_100 : 5.898937 ∣ l2loss : 5.691340 ∣ 
[  epoch 0008/0030] 3210/4800, lr:5.0e-05 ∣ avg_100 : 5.899631 ∣ l2loss : 5.978661 ∣ 
[  epoch 0008/0030] 3220/4800, lr:5.0e-05 ∣ avg_100 : 5.899639 ∣ l2loss : 5.804716 ∣ 
[  epoch 0008/0030] 3230/4800, lr:5.0e-05 ∣ avg_100 : 5.900844 ∣ l2loss : 5.912586 ∣ 
[  epoch 0008/0030] 3240/4800, lr:5.0e-05 ∣ avg_100 : 5.897765 ∣ l2loss : 5.829401 ∣ 
[  epoch 0008/0030] 3250/4800, lr:5.0e-05 ∣ avg_100 : 5.898929 ∣ l2loss : 6.070317 ∣ 
[  epoch 0008/0030] 3260/4800, lr:5.0e-05 ∣ avg_100 : 5.906038 ∣ l2loss : 6.343067 ∣ 
[  epoch 0008/0030] 3270/4800, lr:5.0e-05 ∣ avg_100 : 5.905350 ∣ l2loss : 5.767459 ∣ 
[  epoch 0008/0030] 3280/4800, lr:5.0e-05 ∣ avg_100 : 5.904789 ∣ l2loss : 5.827664 ∣ 
[  epoch 0008/0030] 3290/4800, lr:5.0e-05 ∣ avg_100 : 5.907244 ∣ l2loss : 6.084169 ∣ 
[  epoch 0008/0030] 3300/4800, lr:5.0e-05 ∣ avg_100 : 5.907798 ∣ l2loss : 5.970173 ∣ 
[  epoch 0008/0030] 3310/4800, lr:5.0e-05 ∣ avg_100 : 5.902663 ∣ l2loss : 5.627128 ∣ 
[  epoch 0008/0030] 3320/4800, lr:5.0e-05 ∣ avg_100 : 5.900689 ∣ l2loss : 5.694022 ∣ 
[  epoch 0008/0030] 3330/4800, lr:5.0e-05 ∣ avg_100 : 5.900692 ∣ l2loss : 5.816576 ∣ 
[  epoch 0008/0030] 3340/4800, lr:5.0e-05 ∣ avg_100 : 5.902662 ∣ l2loss : 5.887373 ∣ 
[  epoch 0008/0030] 3350/4800, lr:5.0e-05 ∣ avg_100 : 5.900680 ∣ l2loss : 5.786401 ∣ 
[  epoch 0008/0030] 3360/4800, lr:5.0e-05 ∣ avg_100 : 5.900926 ∣ l2loss : 6.002714 ∣ 
[  epoch 0008/0030] 3370/4800, lr:5.0e-05 ∣ avg_100 : 5.904953 ∣ l2loss : 6.277090 ∣ 
[  epoch 0008/0030] 3380/4800, lr:5.0e-05 ∣ avg_100 : 5.904490 ∣ l2loss : 5.841193 ∣ 
[  epoch 0008/0030] 3390/4800, lr:5.0e-05 ∣ avg_100 : 5.904801 ∣ l2loss : 5.780885 ∣ 
[  epoch 0008/0030] 3400/4800, lr:5.0e-05 ∣ avg_100 : 5.909524 ∣ l2loss : 6.216131 ∣ 
[  epoch 0008/0030] 3410/4800, lr:5.0e-05 ∣ avg_100 : 5.909059 ∣ l2loss : 5.987972 ∣ 
[  epoch 0008/0030] 3420/4800, lr:5.0e-05 ∣ avg_100 : 5.911201 ∣ l2loss : 5.995483 ∣ 
[  epoch 0008/0030] 3430/4800, lr:5.0e-05 ∣ avg_100 : 5.908385 ∣ l2loss : 5.620619 ∣ 
[  epoch 0008/0030] 3440/4800, lr:5.0e-05 ∣ avg_100 : 5.908387 ∣ l2loss : 5.830630 ∣ 
[  epoch 0008/0030] 3450/4800, lr:5.0e-05 ∣ avg_100 : 5.905854 ∣ l2loss : 5.746704 ∣ 
[  epoch 0008/0030] 3460/4800, lr:5.0e-05 ∣ avg_100 : 5.900733 ∣ l2loss : 5.421553 ∣ 
[  epoch 0008/0030] 3470/4800, lr:5.0e-05 ∣ avg_100 : 5.899187 ∣ l2loss : 5.726252 ∣ 
[  epoch 0008/0030] 3480/4800, lr:5.0e-05 ∣ avg_100 : 5.900785 ∣ l2loss : 5.920605 ∣ 
[  epoch 0008/0030] 3490/4800, lr:5.0e-05 ∣ avg_100 : 5.899117 ∣ l2loss : 5.926940 ∣ 
[  epoch 0008/0030] 3500/4800, lr:5.0e-05 ∣ avg_100 : 5.900977 ∣ l2loss : 5.988327 ∣ 
[  epoch 0008/0030] 3510/4800, lr:5.0e-05 ∣ avg_100 : 5.900232 ∣ l2loss : 6.044630 ∣ 
[  epoch 0008/0030] 3520/4800, lr:5.0e-05 ∣ avg_100 : 5.901846 ∣ l2loss : 5.863507 ∣ 
[  epoch 0008/0030] 3530/4800, lr:5.0e-05 ∣ avg_100 : 5.900199 ∣ l2loss : 5.980194 ∣ 
[  epoch 0008/0030] 3540/4800, lr:5.0e-05 ∣ avg_100 : 5.899623 ∣ l2loss : 5.860419 ∣ 
[  epoch 0008/0030] 3550/4800, lr:5.0e-05 ∣ avg_100 : 5.896633 ∣ l2loss : 5.817896 ∣ 
[  epoch 0008/0030] 3560/4800, lr:5.0e-05 ∣ avg_100 : 5.899484 ∣ l2loss : 6.199226 ∣ 
[  epoch 0008/0030] 3570/4800, lr:5.0e-05 ∣ avg_100 : 5.898587 ∣ l2loss : 5.982050 ∣ 
[  epoch 0008/0030] 3580/4800, lr:5.0e-05 ∣ avg_100 : 5.896637 ∣ l2loss : 5.661062 ∣ 
[  epoch 0008/0030] 3590/4800, lr:5.0e-05 ∣ avg_100 : 5.894746 ∣ l2loss : 5.721633 ∣ 
[  epoch 0008/0030] 3600/4800, lr:5.0e-05 ∣ avg_100 : 5.893405 ∣ l2loss : 5.856436 ∣ 
[  epoch 0008/0030] 3610/4800, lr:5.0e-05 ∣ avg_100 : 5.892490 ∣ l2loss : 5.956360 ∣ 
[  epoch 0008/0030] 3620/4800, lr:5.0e-05 ∣ avg_100 : 5.894605 ∣ l2loss : 5.931787 ∣ 
[  epoch 0008/0030] 3630/4800, lr:5.0e-05 ∣ avg_100 : 5.892908 ∣ l2loss : 5.672148 ∣ 
[  epoch 0008/0030] 3640/4800, lr:5.0e-05 ∣ avg_100 : 5.889336 ∣ l2loss : 5.574545 ∣ 
[  epoch 0008/0030] 3650/4800, lr:5.0e-05 ∣ avg_100 : 5.890262 ∣ l2loss : 5.874706 ∣ 
[  epoch 0008/0030] 3660/4800, lr:5.0e-05 ∣ avg_100 : 5.892455 ∣ l2loss : 5.900288 ∣ 
[  epoch 0008/0030] 3670/4800, lr:5.0e-05 ∣ avg_100 : 5.890866 ∣ l2loss : 5.690249 ∣ 
[  epoch 0008/0030] 3680/4800, lr:5.0e-05 ∣ avg_100 : 5.891022 ∣ l2loss : 5.755053 ∣ 
[  epoch 0008/0030] 3690/4800, lr:5.0e-05 ∣ avg_100 : 5.893334 ∣ l2loss : 6.029648 ∣ 
[  epoch 0008/0030] 3700/4800, lr:5.0e-05 ∣ avg_100 : 5.894320 ∣ l2loss : 5.962364 ∣ 
[  epoch 0008/0030] 3710/4800, lr:5.0e-05 ∣ avg_100 : 5.895272 ∣ l2loss : 5.963250 ∣ 
[  epoch 0008/0030] 3720/4800, lr:5.0e-05 ∣ avg_100 : 5.894066 ∣ l2loss : 5.690832 ∣ 
[  epoch 0008/0030] 3730/4800, lr:5.0e-05 ∣ avg_100 : 5.896724 ∣ l2loss : 6.024233 ∣ 
[  epoch 0008/0030] 3740/4800, lr:5.0e-05 ∣ avg_100 : 5.893552 ∣ l2loss : 5.690601 ∣ 
[  epoch 0008/0030] 3750/4800, lr:5.0e-05 ∣ avg_100 : 5.896679 ∣ l2loss : 6.009088 ∣ 
[  epoch 0008/0030] 3760/4800, lr:5.0e-05 ∣ avg_100 : 5.898552 ∣ l2loss : 6.160312 ∣ 
[  epoch 0008/0030] 3770/4800, lr:5.0e-05 ∣ avg_100 : 5.896647 ∣ l2loss : 5.817527 ∣ 
[  epoch 0008/0030] 3780/4800, lr:5.0e-05 ∣ avg_100 : 5.898028 ∣ l2loss : 6.037091 ∣ 
[  epoch 0008/0030] 3790/4800, lr:5.0e-05 ∣ avg_100 : 5.898464 ∣ l2loss : 5.977554 ∣ 
[  epoch 0008/0030] 3800/4800, lr:5.0e-05 ∣ avg_100 : 5.896103 ∣ l2loss : 5.710862 ∣ 
[  epoch 0008/0030] 3810/4800, lr:5.0e-05 ∣ avg_100 : 5.893806 ∣ l2loss : 5.862766 ∣ 
[  epoch 0008/0030] 3820/4800, lr:5.0e-05 ∣ avg_100 : 5.891268 ∣ l2loss : 5.600356 ∣ 
[  epoch 0008/0030] 3830/4800, lr:5.0e-05 ∣ avg_100 : 5.891623 ∣ l2loss : 5.952132 ∣ 
[  epoch 0008/0030] 3840/4800, lr:5.0e-05 ∣ avg_100 : 5.891936 ∣ l2loss : 6.096201 ∣ 
[  epoch 0008/0030] 3850/4800, lr:5.0e-05 ∣ avg_100 : 5.885965 ∣ l2loss : 5.678237 ∣ 
[  epoch 0008/0030] 3860/4800, lr:5.0e-05 ∣ avg_100 : 5.885809 ∣ l2loss : 5.745835 ∣ 
[  epoch 0008/0030] 3870/4800, lr:5.0e-05 ∣ avg_100 : 5.884601 ∣ l2loss : 5.748698 ∣ 
[  epoch 0008/0030] 3880/4800, lr:5.0e-05 ∣ avg_100 : 5.882175 ∣ l2loss : 5.699936 ∣ 
[  epoch 0008/0030] 3890/4800, lr:5.0e-05 ∣ avg_100 : 5.877781 ∣ l2loss : 5.656389 ∣ 
[  epoch 0008/0030] 3900/4800, lr:5.0e-05 ∣ avg_100 : 5.878099 ∣ l2loss : 5.989217 ∣ 
[  epoch 0008/0030] 3910/4800, lr:5.0e-05 ∣ avg_100 : 5.879236 ∣ l2loss : 6.016386 ∣ 
[  epoch 0008/0030] 3920/4800, lr:5.0e-05 ∣ avg_100 : 5.879168 ∣ l2loss : 5.863889 ∣ 
[  epoch 0008/0030] 3930/4800, lr:5.0e-05 ∣ avg_100 : 5.880393 ∣ l2loss : 5.886671 ∣ 
[  epoch 0008/0030] 3940/4800, lr:5.0e-05 ∣ avg_100 : 5.882639 ∣ l2loss : 5.906582 ∣ 
[  epoch 0008/0030] 3950/4800, lr:5.0e-05 ∣ avg_100 : 5.881328 ∣ l2loss : 5.901929 ∣ 
[  epoch 0008/0030] 3960/4800, lr:5.0e-05 ∣ avg_100 : 5.881973 ∣ l2loss : 6.001319 ∣ 
[  epoch 0008/0030] 3970/4800, lr:5.0e-05 ∣ avg_100 : 5.882209 ∣ l2loss : 5.891437 ∣ 
[  epoch 0008/0030] 3980/4800, lr:5.0e-05 ∣ avg_100 : 5.886710 ∣ l2loss : 6.398690 ∣ 
[  epoch 0008/0030] 3990/4800, lr:5.0e-05 ∣ avg_100 : 5.890085 ∣ l2loss : 6.223699 ∣ 
[  epoch 0008/0030] 4000/4800, lr:5.0e-05 ∣ avg_100 : 5.886373 ∣ l2loss : 5.700244 ∣ 
[  epoch 0008/0030] 4010/4800, lr:5.0e-05 ∣ avg_100 : 5.884740 ∣ l2loss : 5.789495 ∣ 
[  epoch 0008/0030] 4020/4800, lr:5.0e-05 ∣ avg_100 : 5.884770 ∣ l2loss : 5.781941 ∣ 
[  epoch 0008/0030] 4030/4800, lr:5.0e-05 ∣ avg_100 : 5.884051 ∣ l2loss : 5.843553 ∣ 
[  epoch 0008/0030] 4040/4800, lr:5.0e-05 ∣ avg_100 : 5.884937 ∣ l2loss : 6.005260 ∣ 
[  epoch 0008/0030] 4050/4800, lr:5.0e-05 ∣ avg_100 : 5.883620 ∣ l2loss : 5.713812 ∣ 
[  epoch 0008/0030] 4060/4800, lr:5.0e-05 ∣ avg_100 : 5.879024 ∣ l2loss : 6.013009 ∣ 
[  epoch 0008/0030] 4070/4800, lr:5.0e-05 ∣ avg_100 : 5.877230 ∣ l2loss : 5.761384 ∣ 
[  epoch 0008/0030] 4080/4800, lr:5.0e-05 ∣ avg_100 : 5.877563 ∣ l2loss : 5.883716 ∣ 
[  epoch 0008/0030] 4090/4800, lr:5.0e-05 ∣ avg_100 : 5.877501 ∣ l2loss : 5.819234 ∣ 
[  epoch 0008/0030] 4100/4800, lr:5.0e-05 ∣ avg_100 : 5.878820 ∣ l2loss : 5.924097 ∣ 
[  epoch 0008/0030] 4110/4800, lr:5.0e-05 ∣ avg_100 : 5.880348 ∣ l2loss : 6.078850 ∣ 
[  epoch 0008/0030] 4120/4800, lr:5.0e-05 ∣ avg_100 : 5.879180 ∣ l2loss : 5.881256 ∣ 
[  epoch 0008/0030] 4130/4800, lr:5.0e-05 ∣ avg_100 : 5.880329 ∣ l2loss : 5.815161 ∣ 
[  epoch 0008/0030] 4140/4800, lr:5.0e-05 ∣ avg_100 : 5.881978 ∣ l2loss : 6.105384 ∣ 
[  epoch 0008/0030] 4150/4800, lr:5.0e-05 ∣ avg_100 : 5.883617 ∣ l2loss : 6.026763 ∣ 
[  epoch 0008/0030] 4160/4800, lr:5.0e-05 ∣ avg_100 : 5.886314 ∣ l2loss : 6.073705 ∣ 
[  epoch 0008/0030] 4170/4800, lr:5.0e-05 ∣ avg_100 : 5.885539 ∣ l2loss : 5.913184 ∣ 
[  epoch 0008/0030] 4180/4800, lr:5.0e-05 ∣ avg_100 : 5.883562 ∣ l2loss : 5.769436 ∣ 
[  epoch 0008/0030] 4190/4800, lr:5.0e-05 ∣ avg_100 : 5.884929 ∣ l2loss : 5.683353 ∣ 
[  epoch 0008/0030] 4200/4800, lr:5.0e-05 ∣ avg_100 : 5.890444 ∣ l2loss : 6.242824 ∣ 
[  epoch 0008/0030] 4210/4800, lr:5.0e-05 ∣ avg_100 : 5.890071 ∣ l2loss : 5.941344 ∣ 
[  epoch 0008/0030] 4220/4800, lr:5.0e-05 ∣ avg_100 : 5.890666 ∣ l2loss : 5.864231 ∣ 
[  epoch 0008/0030] 4230/4800, lr:5.0e-05 ∣ avg_100 : 5.890784 ∣ l2loss : 5.924396 ∣ 
[  epoch 0008/0030] 4240/4800, lr:5.0e-05 ∣ avg_100 : 5.893087 ∣ l2loss : 6.059715 ∣ 
[  epoch 0008/0030] 4250/4800, lr:5.0e-05 ∣ avg_100 : 5.893092 ∣ l2loss : 6.070801 ∣ 
[  epoch 0008/0030] 4260/4800, lr:5.0e-05 ∣ avg_100 : 5.890228 ∣ l2loss : 6.056701 ∣ 
[  epoch 0008/0030] 4270/4800, lr:5.0e-05 ∣ avg_100 : 5.892580 ∣ l2loss : 6.002667 ∣ 
[  epoch 0008/0030] 4280/4800, lr:5.0e-05 ∣ avg_100 : 5.892526 ∣ l2loss : 5.822221 ∣ 
[  epoch 0008/0030] 4290/4800, lr:5.0e-05 ∣ avg_100 : 5.892050 ∣ l2loss : 6.036555 ∣ 
[  epoch 0008/0030] 4300/4800, lr:5.0e-05 ∣ avg_100 : 5.889923 ∣ l2loss : 5.757481 ∣ 
[  epoch 0008/0030] 4310/4800, lr:5.0e-05 ∣ avg_100 : 5.895086 ∣ l2loss : 6.143475 ∣ 
[  epoch 0008/0030] 4320/4800, lr:5.0e-05 ∣ avg_100 : 5.898393 ∣ l2loss : 6.024675 ∣ 
[  epoch 0008/0030] 4330/4800, lr:5.0e-05 ∣ avg_100 : 5.898173 ∣ l2loss : 5.794538 ∣ 
[  epoch 0008/0030] 4340/4800, lr:5.0e-05 ∣ avg_100 : 5.896084 ∣ l2loss : 5.678519 ∣ 
[  epoch 0008/0030] 4350/4800, lr:5.0e-05 ∣ avg_100 : 5.895813 ∣ l2loss : 5.759339 ∣ 
[  epoch 0008/0030] 4360/4800, lr:5.0e-05 ∣ avg_100 : 5.895851 ∣ l2loss : 6.006516 ∣ 
[  epoch 0008/0030] 4370/4800, lr:5.0e-05 ∣ avg_100 : 5.889482 ∣ l2loss : 5.640117 ∣ 
[  epoch 0008/0030] 4380/4800, lr:5.0e-05 ∣ avg_100 : 5.891243 ∣ l2loss : 6.017362 ∣ 
[  epoch 0008/0030] 4390/4800, lr:5.0e-05 ∣ avg_100 : 5.894314 ∣ l2loss : 6.087898 ∣ 
[  epoch 0008/0030] 4400/4800, lr:5.0e-05 ∣ avg_100 : 5.891705 ∣ l2loss : 5.955310 ∣ 
[  epoch 0008/0030] 4410/4800, lr:5.0e-05 ∣ avg_100 : 5.890303 ∣ l2loss : 5.847774 ∣ 
[  epoch 0008/0030] 4420/4800, lr:5.0e-05 ∣ avg_100 : 5.889732 ∣ l2loss : 5.938311 ∣ 
[  epoch 0008/0030] 4430/4800, lr:5.0e-05 ∣ avg_100 : 5.893838 ∣ l2loss : 6.031230 ∣ 
[  epoch 0008/0030] 4440/4800, lr:5.0e-05 ∣ avg_100 : 5.895442 ∣ l2loss : 5.991074 ∣ 
[  epoch 0008/0030] 4450/4800, lr:5.0e-05 ∣ avg_100 : 5.897954 ∣ l2loss : 5.997913 ∣ 
[  epoch 0008/0030] 4460/4800, lr:5.0e-05 ∣ avg_100 : 5.902763 ∣ l2loss : 5.902445 ∣ 
[  epoch 0008/0030] 4470/4800, lr:5.0e-05 ∣ avg_100 : 5.907476 ∣ l2loss : 6.197515 ∣ 
[  epoch 0008/0030] 4480/4800, lr:5.0e-05 ∣ avg_100 : 5.905792 ∣ l2loss : 5.752235 ∣ 
[  epoch 0008/0030] 4490/4800, lr:5.0e-05 ∣ avg_100 : 5.903476 ∣ l2loss : 5.695294 ∣ 
[  epoch 0008/0030] 4500/4800, lr:5.0e-05 ∣ avg_100 : 5.901949 ∣ l2loss : 5.835646 ∣ 
[  epoch 0008/0030] 4510/4800, lr:5.0e-05 ∣ avg_100 : 5.902075 ∣ l2loss : 6.057201 ∣ 
[  epoch 0008/0030] 4520/4800, lr:5.0e-05 ∣ avg_100 : 5.900205 ∣ l2loss : 5.676511 ∣ 
[  epoch 0008/0030] 4530/4800, lr:5.0e-05 ∣ avg_100 : 5.900043 ∣ l2loss : 5.964004 ∣ 
[  epoch 0008/0030] 4540/4800, lr:5.0e-05 ∣ avg_100 : 5.898894 ∣ l2loss : 5.745551 ∣ 
[  epoch 0008/0030] 4550/4800, lr:5.0e-05 ∣ avg_100 : 5.899856 ∣ l2loss : 5.914090 ∣ 
[  epoch 0008/0030] 4560/4800, lr:5.0e-05 ∣ avg_100 : 5.898168 ∣ l2loss : 6.030456 ∣ 
[  epoch 0008/0030] 4570/4800, lr:5.0e-05 ∣ avg_100 : 5.894751 ∣ l2loss : 5.640348 ∣ 
[  epoch 0008/0030] 4580/4800, lr:5.0e-05 ∣ avg_100 : 5.894457 ∣ l2loss : 5.631614 ∣ 
[  epoch 0008/0030] 4590/4800, lr:5.0e-05 ∣ avg_100 : 5.894611 ∣ l2loss : 5.737087 ∣ 
[  epoch 0008/0030] 4600/4800, lr:5.0e-05 ∣ avg_100 : 5.890785 ∣ l2loss : 5.473803 ∣ 
[  epoch 0008/0030] 4610/4800, lr:5.0e-05 ∣ avg_100 : 5.891981 ∣ l2loss : 6.075996 ∣ 
[  epoch 0008/0030] 4620/4800, lr:5.0e-05 ∣ avg_100 : 5.892819 ∣ l2loss : 6.015604 ∣ 
[  epoch 0008/0030] 4630/4800, lr:5.0e-05 ∣ avg_100 : 5.895795 ∣ l2loss : 5.969727 ∣ 
[  epoch 0008/0030] 4640/4800, lr:5.0e-05 ∣ avg_100 : 5.897488 ∣ l2loss : 5.743792 ∣ 
[  epoch 0008/0030] 4650/4800, lr:5.0e-05 ∣ avg_100 : 5.901388 ∣ l2loss : 6.264783 ∣ 
[  epoch 0008/0030] 4660/4800, lr:5.0e-05 ∣ avg_100 : 5.902644 ∣ l2loss : 6.025835 ∣ 
[  epoch 0008/0030] 4670/4800, lr:5.0e-05 ∣ avg_100 : 5.907001 ∣ l2loss : 6.125928 ∣ 
[  epoch 0008/0030] 4680/4800, lr:5.0e-05 ∣ avg_100 : 5.909952 ∣ l2loss : 6.050174 ∣ 
[  epoch 0008/0030] 4690/4800, lr:5.0e-05 ∣ avg_100 : 5.907244 ∣ l2loss : 5.758819 ∣ 
[  epoch 0008/0030] 4700/4800, lr:5.0e-05 ∣ avg_100 : 5.904353 ∣ l2loss : 5.673320 ∣ 
[  epoch 0008/0030] 4710/4800, lr:5.0e-05 ∣ avg_100 : 5.901959 ∣ l2loss : 5.723851 ∣ 
[  epoch 0008/0030] 4720/4800, lr:5.0e-05 ∣ avg_100 : 5.906584 ∣ l2loss : 6.153286 ∣ 
[  epoch 0008/0030] 4730/4800, lr:5.0e-05 ∣ avg_100 : 5.907372 ∣ l2loss : 6.103038 ∣ 
[  epoch 0008/0030] 4740/4800, lr:5.0e-05 ∣ avg_100 : 5.908848 ∣ l2loss : 5.838208 ∣ 
[  epoch 0008/0030] 4750/4800, lr:5.0e-05 ∣ avg_100 : 5.904989 ∣ l2loss : 5.623183 ∣ 
[  epoch 0008/0030] 4760/4800, lr:5.0e-05 ∣ avg_100 : 5.902329 ∣ l2loss : 5.894347 ∣ 
[  epoch 0008/0030] 4770/4800, lr:5.0e-05 ∣ avg_100 : 5.904548 ∣ l2loss : 6.039448 ∣ 
[  epoch 0008/0030] 4780/4800, lr:5.0e-05 ∣ avg_100 : 5.901242 ∣ l2loss : 5.706451 ∣ 
[  epoch 0008/0030] 4790/4800, lr:5.0e-05 ∣ avg_100 : 5.900580 ∣ l2loss : 5.911369 ∣ 
[  epoch 0008/0030] 4800/4800, lr:5.0e-05 ∣ avg_100 : 5.901189 ∣ l2loss : 5.771698 ∣ 
[    val 008    ] Done! PSNR : 36.78 dB, SSIM : 0.930total: 22:48:39                    
[  epoch 0009/0030] 0010/4800, lr:5.0e-05 ∣ avg_100 : 5.903171 ∣ l2loss : 6.060984 ∣ 
[  epoch 0009/0030] 0020/4800, lr:5.0e-05 ∣ avg_100 : 5.906391 ∣ l2loss : 5.922425 ∣ 
[  epoch 0009/0030] 0030/4800, lr:5.0e-05 ∣ avg_100 : 5.905565 ∣ l2loss : 5.869517 ∣ 
[  epoch 0009/0030] 0040/4800, lr:5.0e-05 ∣ avg_100 : 5.902342 ∣ l2loss : 5.773914 ∣ 
[  epoch 0009/0030] 0050/4800, lr:5.0e-05 ∣ avg_100 : 5.905018 ∣ l2loss : 5.945799 ∣ 
[  epoch 0009/0030] 0060/4800, lr:5.0e-05 ∣ avg_100 : 5.907082 ∣ l2loss : 5.952240 ∣ 
[  epoch 0009/0030] 0070/4800, lr:5.0e-05 ∣ avg_100 : 5.907928 ∣ l2loss : 5.833250 ∣ 
[  epoch 0009/0030] 0080/4800, lr:5.0e-05 ∣ avg_100 : 5.907685 ∣ l2loss : 5.675711 ∣ 
[  epoch 0009/0030] 0090/4800, lr:5.0e-05 ∣ avg_100 : 5.908255 ∣ l2loss : 5.713387 ∣ 
[  epoch 0009/0030] 0100/4800, lr:5.0e-05 ∣ avg_100 : 5.907569 ∣ l2loss : 5.920601 ∣ 
[  epoch 0009/0030] 0110/4800, lr:5.0e-05 ∣ avg_100 : 5.904601 ∣ l2loss : 5.719570 ∣ 
[  epoch 0009/0030] 0120/4800, lr:5.0e-05 ∣ avg_100 : 5.905452 ∣ l2loss : 5.948956 ∣ 
[  epoch 0009/0030] 0130/4800, lr:5.0e-05 ∣ avg_100 : 5.904765 ∣ l2loss : 5.817976 ∣ 
[  epoch 0009/0030] 0140/4800, lr:5.0e-05 ∣ avg_100 : 5.903616 ∣ l2loss : 5.791684 ∣ 
[  epoch 0009/0030] 0150/4800, lr:5.0e-05 ∣ avg_100 : 5.903808 ∣ l2loss : 5.921197 ∣ 
[  epoch 0009/0030] 0160/4800, lr:5.0e-05 ∣ avg_100 : 5.900702 ∣ l2loss : 5.690639 ∣ 
[  epoch 0009/0030] 0170/4800, lr:5.0e-05 ∣ avg_100 : 5.898189 ∣ l2loss : 5.640132 ∣ 
[  epoch 0009/0030] 0180/4800, lr:5.0e-05 ∣ avg_100 : 5.891928 ∣ l2loss : 5.772628 ∣ 
[  epoch 0009/0030] 0190/4800, lr:5.0e-05 ∣ avg_100 : 5.888686 ∣ l2loss : 5.899472 ∣ 
[  epoch 0009/0030] 0200/4800, lr:5.0e-05 ∣ avg_100 : 5.887968 ∣ l2loss : 5.628527 ∣ 
[  epoch 0009/0030] 0210/4800, lr:5.0e-05 ∣ avg_100 : 5.888950 ∣ l2loss : 5.887642 ∣ 
[  epoch 0009/0030] 0220/4800, lr:5.0e-05 ∣ avg_100 : 5.890763 ∣ l2loss : 5.963261 ∣ 
[  epoch 0009/0030] 0230/4800, lr:5.0e-05 ∣ avg_100 : 5.891328 ∣ l2loss : 5.900019 ∣ 
[  epoch 0009/0030] 0240/4800, lr:5.0e-05 ∣ avg_100 : 5.889559 ∣ l2loss : 5.828423 ∣ 
[  epoch 0009/0030] 0250/4800, lr:5.0e-05 ∣ avg_100 : 5.888253 ∣ l2loss : 5.583191 ∣ 
[  epoch 0009/0030] 0260/4800, lr:5.0e-05 ∣ avg_100 : 5.883770 ∣ l2loss : 5.564737 ∣ 
[  epoch 0009/0030] 0270/4800, lr:5.0e-05 ∣ avg_100 : 5.885382 ∣ l2loss : 5.922585 ∣ 
[  epoch 0009/0030] 0280/4800, lr:5.0e-05 ∣ avg_100 : 5.886282 ∣ l2loss : 5.973657 ∣ 
[  epoch 0009/0030] 0290/4800, lr:5.0e-05 ∣ avg_100 : 5.886776 ∣ l2loss : 5.868693 ∣ 
[  epoch 0009/0030] 0300/4800, lr:5.0e-05 ∣ avg_100 : 5.885200 ∣ l2loss : 5.766432 ∣ 
[  epoch 0009/0030] 0310/4800, lr:5.0e-05 ∣ avg_100 : 5.881309 ∣ l2loss : 5.689737 ∣ 
[  epoch 0009/0030] 0320/4800, lr:5.0e-05 ∣ avg_100 : 5.879691 ∣ l2loss : 5.719463 ∣ 
[  epoch 0009/0030] 0330/4800, lr:5.0e-05 ∣ avg_100 : 5.879197 ∣ l2loss : 5.765794 ∣ 
[  epoch 0009/0030] 0340/4800, lr:5.0e-05 ∣ avg_100 : 5.874045 ∣ l2loss : 5.590177 ∣ 
[  epoch 0009/0030] 0350/4800, lr:5.0e-05 ∣ avg_100 : 5.872034 ∣ l2loss : 5.825642 ∣ 
[  epoch 0009/0030] 0360/4800, lr:5.0e-05 ∣ avg_100 : 5.873024 ∣ l2loss : 6.172714 ∣ 
[  epoch 0009/0030] 0370/4800, lr:5.0e-05 ∣ avg_100 : 5.870819 ∣ l2loss : 5.692677 ∣ 
[  epoch 0009/0030] 0380/4800, lr:5.0e-05 ∣ avg_100 : 5.871355 ∣ l2loss : 5.823026 ∣ 
[  epoch 0009/0030] 0390/4800, lr:5.0e-05 ∣ avg_100 : 5.871926 ∣ l2loss : 5.740526 ∣ 
[  epoch 0009/0030] 0400/4800, lr:5.0e-05 ∣ avg_100 : 5.869027 ∣ l2loss : 5.952874 ∣ 
[  epoch 0009/0030] 0410/4800, lr:5.0e-05 ∣ avg_100 : 5.868945 ∣ l2loss : 5.933144 ∣ 
[  epoch 0009/0030] 0420/4800, lr:5.0e-05 ∣ avg_100 : 5.869051 ∣ l2loss : 5.874857 ∣ 
[  epoch 0009/0030] 0430/4800, lr:5.0e-05 ∣ avg_100 : 5.869522 ∣ l2loss : 5.971438 ∣ 
[  epoch 0009/0030] 0440/4800, lr:5.0e-05 ∣ avg_100 : 5.866053 ∣ l2loss : 5.712850 ∣ 
[  epoch 0009/0030] 0450/4800, lr:5.0e-05 ∣ avg_100 : 5.865372 ∣ l2loss : 6.002668 ∣ 
[  epoch 0009/0030] 0460/4800, lr:5.0e-05 ∣ avg_100 : 5.864397 ∣ l2loss : 5.959211 ∣ 
[  epoch 0009/0030] 0470/4800, lr:5.0e-05 ∣ avg_100 : 5.863099 ∣ l2loss : 5.872878 ∣ 
[  epoch 0009/0030] 0480/4800, lr:5.0e-05 ∣ avg_100 : 5.862815 ∣ l2loss : 5.793795 ∣ 
[  epoch 0009/0030] 0490/4800, lr:5.0e-05 ∣ avg_100 : 5.863736 ∣ l2loss : 6.128666 ∣ 
[  epoch 0009/0030] 0500/4800, lr:5.0e-05 ∣ avg_100 : 5.867851 ∣ l2loss : 6.168975 ∣ 
[  epoch 0009/0030] 0510/4800, lr:5.0e-05 ∣ avg_100 : 5.865077 ∣ l2loss : 5.866116 ∣ 
[  epoch 0009/0030] 0520/4800, lr:5.0e-05 ∣ avg_100 : 5.865641 ∣ l2loss : 6.081039 ∣ 
[  epoch 0009/0030] 0530/4800, lr:5.0e-05 ∣ avg_100 : 5.864968 ∣ l2loss : 5.727297 ∣ 
[  epoch 0009/0030] 0540/4800, lr:5.0e-05 ∣ avg_100 : 5.863787 ∣ l2loss : 5.560410 ∣ 
[  epoch 0009/0030] 0550/4800, lr:5.0e-05 ∣ avg_100 : 5.864400 ∣ l2loss : 5.820660 ∣ 
[  epoch 0009/0030] 0560/4800, lr:5.0e-05 ∣ avg_100 : 5.862505 ∣ l2loss : 5.816953 ∣ 
[  epoch 0009/0030] 0570/4800, lr:5.0e-05 ∣ avg_100 : 5.866285 ∣ l2loss : 6.018120 ∣ 
[  epoch 0009/0030] 0580/4800, lr:5.0e-05 ∣ avg_100 : 5.863342 ∣ l2loss : 5.723122 ∣ 
[  epoch 0009/0030] 0590/4800, lr:5.0e-05 ∣ avg_100 : 5.859581 ∣ l2loss : 5.711725 ∣ 
[  epoch 0009/0030] 0600/4800, lr:5.0e-05 ∣ avg_100 : 5.859633 ∣ l2loss : 5.960504 ∣ 
[  epoch 0009/0030] 0610/4800, lr:5.0e-05 ∣ avg_100 : 5.858899 ∣ l2loss : 5.774420 ∣ 
[  epoch 0009/0030] 0620/4800, lr:5.0e-05 ∣ avg_100 : 5.860538 ∣ l2loss : 6.102197 ∣ 
[  epoch 0009/0030] 0630/4800, lr:5.0e-05 ∣ avg_100 : 5.857346 ∣ l2loss : 5.712051 ∣ 
[  epoch 0009/0030] 0640/4800, lr:5.0e-05 ∣ avg_100 : 5.857799 ∣ l2loss : 6.036364 ∣ 
[  epoch 0009/0030] 0650/4800, lr:5.0e-05 ∣ avg_100 : 5.857875 ∣ l2loss : 6.005507 ∣ 
[  epoch 0009/0030] 0660/4800, lr:5.0e-05 ∣ avg_100 : 5.853284 ∣ l2loss : 5.443370 ∣ 
[  epoch 0009/0030] 0670/4800, lr:5.0e-05 ∣ avg_100 : 5.851815 ∣ l2loss : 6.050633 ∣ 
[  epoch 0009/0030] 0680/4800, lr:5.0e-05 ∣ avg_100 : 5.852640 ∣ l2loss : 5.834706 ∣ 
[  epoch 0009/0030] 0690/4800, lr:5.0e-05 ∣ avg_100 : 5.855804 ∣ l2loss : 6.011686 ∣ 
[  epoch 0009/0030] 0700/4800, lr:5.0e-05 ∣ avg_100 : 5.853341 ∣ l2loss : 5.589293 ∣ 
[  epoch 0009/0030] 0710/4800, lr:5.0e-05 ∣ avg_100 : 5.849989 ∣ l2loss : 5.722093 ∣ 
[  epoch 0009/0030] 0720/4800, lr:5.0e-05 ∣ avg_100 : 5.852082 ∣ l2loss : 5.885775 ∣ 
[  epoch 0009/0030] 0730/4800, lr:5.0e-05 ∣ avg_100 : 5.852008 ∣ l2loss : 5.956635 ∣ 
[  epoch 0009/0030] 0740/4800, lr:5.0e-05 ∣ avg_100 : 5.852771 ∣ l2loss : 5.821829 ∣ 
[  epoch 0009/0030] 0750/4800, lr:5.0e-05 ∣ avg_100 : 5.851132 ∣ l2loss : 5.750136 ∣ 
[  epoch 0009/0030] 0760/4800, lr:5.0e-05 ∣ avg_100 : 5.848840 ∣ l2loss : 5.801256 ∣ 
[  epoch 0009/0030] 0770/4800, lr:5.0e-05 ∣ avg_100 : 5.850857 ∣ l2loss : 5.842083 ∣ 
[  epoch 0009/0030] 0780/4800, lr:5.0e-05 ∣ avg_100 : 5.853884 ∣ l2loss : 5.934286 ∣ 
[  epoch 0009/0030] 0790/4800, lr:5.0e-05 ∣ avg_100 : 5.857383 ∣ l2loss : 6.086974 ∣ 
[  epoch 0009/0030] 0800/4800, lr:5.0e-05 ∣ avg_100 : 5.861732 ∣ l2loss : 5.908718 ∣ 
[  epoch 0009/0030] 0810/4800, lr:5.0e-05 ∣ avg_100 : 5.859537 ∣ l2loss : 5.856559 ∣ 
[  epoch 0009/0030] 0820/4800, lr:5.0e-05 ∣ avg_100 : 5.859337 ∣ l2loss : 5.995551 ∣ 
[  epoch 0009/0030] 0830/4800, lr:5.0e-05 ∣ avg_100 : 5.858984 ∣ l2loss : 5.934434 ∣ 
[  epoch 0009/0030] 0840/4800, lr:5.0e-05 ∣ avg_100 : 5.860745 ∣ l2loss : 5.919930 ∣ 
[  epoch 0009/0030] 0850/4800, lr:5.0e-05 ∣ avg_100 : 5.856264 ∣ l2loss : 5.816688 ∣ 
[  epoch 0009/0030] 0860/4800, lr:5.0e-05 ∣ avg_100 : 5.855371 ∣ l2loss : 5.936496 ∣ 
[  epoch 0009/0030] 0870/4800, lr:5.0e-05 ∣ avg_100 : 5.852508 ∣ l2loss : 5.839639 ∣ 
[  epoch 0009/0030] 0880/4800, lr:5.0e-05 ∣ avg_100 : 5.848698 ∣ l2loss : 5.669213 ∣ 
[  epoch 0009/0030] 0890/4800, lr:5.0e-05 ∣ avg_100 : 5.849269 ∣ l2loss : 5.815902 ∣ 
[  epoch 0009/0030] 0900/4800, lr:5.0e-05 ∣ avg_100 : 5.850367 ∣ l2loss : 5.783096 ∣ 
[  epoch 0009/0030] 0910/4800, lr:5.0e-05 ∣ avg_100 : 5.848780 ∣ l2loss : 5.565195 ∣ 
[  epoch 0009/0030] 0920/4800, lr:5.0e-05 ∣ avg_100 : 5.844065 ∣ l2loss : 5.681750 ∣ 
[  epoch 0009/0030] 0930/4800, lr:5.0e-05 ∣ avg_100 : 5.843968 ∣ l2loss : 6.093370 ∣ 
[  epoch 0009/0030] 0940/4800, lr:5.0e-05 ∣ avg_100 : 5.842238 ∣ l2loss : 5.665169 ∣ 
[  epoch 0009/0030] 0950/4800, lr:5.0e-05 ∣ avg_100 : 5.843324 ∣ l2loss : 5.731799 ∣ 
[  epoch 0009/0030] 0960/4800, lr:5.0e-05 ∣ avg_100 : 5.840427 ∣ l2loss : 5.604653 ∣ 
[  epoch 0009/0030] 0970/4800, lr:5.0e-05 ∣ avg_100 : 5.838598 ∣ l2loss : 5.856519 ∣ 
[  epoch 0009/0030] 0980/4800, lr:5.0e-05 ∣ avg_100 : 5.839936 ∣ l2loss : 5.840284 ∣ 
[  epoch 0009/0030] 0990/4800, lr:5.0e-05 ∣ avg_100 : 5.839739 ∣ l2loss : 5.891592 ∣ 
[  epoch 0009/0030] 1000/4800, lr:5.0e-05 ∣ avg_100 : 5.838775 ∣ l2loss : 5.675332 ∣ 
[  epoch 0009/0030] 1010/4800, lr:5.0e-05 ∣ avg_100 : 5.836896 ∣ l2loss : 5.873130 ∣ 
[  epoch 0009/0030] 1020/4800, lr:5.0e-05 ∣ avg_100 : 5.834960 ∣ l2loss : 5.728833 ∣ 
[  epoch 0009/0030] 1030/4800, lr:5.0e-05 ∣ avg_100 : 5.833524 ∣ l2loss : 5.725855 ∣ 
[  epoch 0009/0030] 1040/4800, lr:5.0e-05 ∣ avg_100 : 5.835101 ∣ l2loss : 5.931653 ∣ 
[  epoch 0009/0030] 1050/4800, lr:5.0e-05 ∣ avg_100 : 5.833252 ∣ l2loss : 5.760885 ∣ 
[  epoch 0009/0030] 1060/4800, lr:5.0e-05 ∣ avg_100 : 5.830374 ∣ l2loss : 5.664433 ∣ 
[  epoch 0009/0030] 1070/4800, lr:5.0e-05 ∣ avg_100 : 5.830423 ∣ l2loss : 5.838184 ∣ 
[  epoch 0009/0030] 1080/4800, lr:5.0e-05 ∣ avg_100 : 5.832153 ∣ l2loss : 5.848655 ∣ 
[  epoch 0009/0030] 1090/4800, lr:5.0e-05 ∣ avg_100 : 5.833530 ∣ l2loss : 5.851085 ∣ 
[  epoch 0009/0030] 1100/4800, lr:5.0e-05 ∣ avg_100 : 5.831596 ∣ l2loss : 5.727236 ∣ 
[  epoch 0009/0030] 1110/4800, lr:5.0e-05 ∣ avg_100 : 5.831205 ∣ l2loss : 5.680457 ∣ 
[  epoch 0009/0030] 1120/4800, lr:5.0e-05 ∣ avg_100 : 5.828366 ∣ l2loss : 5.665043 ∣ 
[  epoch 0009/0030] 1130/4800, lr:5.0e-05 ∣ avg_100 : 5.829203 ∣ l2loss : 5.901734 ∣ 
[  epoch 0009/0030] 1140/4800, lr:5.0e-05 ∣ avg_100 : 5.830781 ∣ l2loss : 5.949438 ∣ 
[  epoch 0009/0030] 1150/4800, lr:5.0e-05 ∣ avg_100 : 5.829816 ∣ l2loss : 5.824724 ∣ 
[  epoch 0009/0030] 1160/4800, lr:5.0e-05 ∣ avg_100 : 5.830398 ∣ l2loss : 5.748779 ∣ 
[  epoch 0009/0030] 1170/4800, lr:5.0e-05 ∣ avg_100 : 5.833692 ∣ l2loss : 5.969550 ∣ 
[  epoch 0009/0030] 1180/4800, lr:5.0e-05 ∣ avg_100 : 5.832859 ∣ l2loss : 5.689316 ∣ 
[  epoch 0009/0030] 1190/4800, lr:5.0e-05 ∣ avg_100 : 5.831918 ∣ l2loss : 5.805437 ∣ 
[  epoch 0009/0030] 1200/4800, lr:5.0e-05 ∣ avg_100 : 5.835064 ∣ l2loss : 5.943112 ∣ 
[  epoch 0009/0030] 1210/4800, lr:5.0e-05 ∣ avg_100 : 5.833627 ∣ l2loss : 5.743961 ∣ 
[  epoch 0009/0030] 1220/4800, lr:5.0e-05 ∣ avg_100 : 5.833927 ∣ l2loss : 5.993243 ∣ 
[  epoch 0009/0030] 1230/4800, lr:5.0e-05 ∣ avg_100 : 5.835183 ∣ l2loss : 6.025591 ∣ 
[  epoch 0009/0030] 1240/4800, lr:5.0e-05 ∣ avg_100 : 5.836005 ∣ l2loss : 5.910674 ∣ 
[  epoch 0009/0030] 1250/4800, lr:5.0e-05 ∣ avg_100 : 5.837720 ∣ l2loss : 5.754653 ∣ 
[  epoch 0009/0030] 1260/4800, lr:5.0e-05 ∣ avg_100 : 5.839932 ∣ l2loss : 5.785944 ∣ 
[  epoch 0009/0030] 1270/4800, lr:5.0e-05 ∣ avg_100 : 5.837917 ∣ l2loss : 5.721106 ∣ 
[  epoch 0009/0030] 1280/4800, lr:5.0e-05 ∣ avg_100 : 5.835515 ∣ l2loss : 5.733473 ∣ 
[  epoch 0009/0030] 1290/4800, lr:5.0e-05 ∣ avg_100 : 5.836705 ∣ l2loss : 5.987647 ∣ 
[  epoch 0009/0030] 1300/4800, lr:5.0e-05 ∣ avg_100 : 5.836067 ∣ l2loss : 5.702622 ∣ 
[  epoch 0009/0030] 1310/4800, lr:5.0e-05 ∣ avg_100 : 5.837627 ∣ l2loss : 5.845709 ∣ 
[  epoch 0009/0030] 1320/4800, lr:5.0e-05 ∣ avg_100 : 5.834875 ∣ l2loss : 5.444252 ∣ 
[  epoch 0009/0030] 1330/4800, lr:5.0e-05 ∣ avg_100 : 5.835869 ∣ l2loss : 5.865202 ∣ 
[  epoch 0009/0030] 1340/4800, lr:5.0e-05 ∣ avg_100 : 5.839758 ∣ l2loss : 5.979080 ∣ 
[  epoch 0009/0030] 1350/4800, lr:5.0e-05 ∣ avg_100 : 5.839776 ∣ l2loss : 5.827487 ∣ 
[  epoch 0009/0030] 1360/4800, lr:5.0e-05 ∣ avg_100 : 5.833407 ∣ l2loss : 5.535831 ∣ 
[  epoch 0009/0030] 1370/4800, lr:5.0e-05 ∣ avg_100 : 5.836358 ∣ l2loss : 5.987711 ∣ 
[  epoch 0009/0030] 1380/4800, lr:5.0e-05 ∣ avg_100 : 5.836617 ∣ l2loss : 5.848931 ∣ 
[  epoch 0009/0030] 1390/4800, lr:5.0e-05 ∣ avg_100 : 5.838298 ∣ l2loss : 5.908693 ∣ 
[  epoch 0009/0030] 1400/4800, lr:5.0e-05 ∣ avg_100 : 5.839158 ∣ l2loss : 6.038877 ∣ 
[  epoch 0009/0030] 1410/4800, lr:5.0e-05 ∣ avg_100 : 5.838265 ∣ l2loss : 5.843842 ∣ 
[  epoch 0009/0030] 1420/4800, lr:5.0e-05 ∣ avg_100 : 5.837215 ∣ l2loss : 5.769862 ∣ 
[  epoch 0009/0030] 1430/4800, lr:5.0e-05 ∣ avg_100 : 5.835014 ∣ l2loss : 5.751266 ∣ 
[  epoch 0009/0030] 1440/4800, lr:5.0e-05 ∣ avg_100 : 5.834367 ∣ l2loss : 5.648207 ∣ 
[  epoch 0009/0030] 1450/4800, lr:5.0e-05 ∣ avg_100 : 5.833682 ∣ l2loss : 5.934113 ∣ 
[  epoch 0009/0030] 1460/4800, lr:5.0e-05 ∣ avg_100 : 5.833176 ∣ l2loss : 5.908600 ∣ 
[  epoch 0009/0030] 1470/4800, lr:5.0e-05 ∣ avg_100 : 5.832660 ∣ l2loss : 5.821349 ∣ 
[  epoch 0009/0030] 1480/4800, lr:5.0e-05 ∣ avg_100 : 5.833089 ∣ l2loss : 5.836707 ∣ 
[  epoch 0009/0030] 1490/4800, lr:5.0e-05 ∣ avg_100 : 5.831463 ∣ l2loss : 5.965971 ∣ 
[  epoch 0009/0030] 1500/4800, lr:5.0e-05 ∣ avg_100 : 5.827290 ∣ l2loss : 5.751698 ∣ 
[  epoch 0009/0030] 1510/4800, lr:5.0e-05 ∣ avg_100 : 5.825821 ∣ l2loss : 5.719258 ∣ 
[  epoch 0009/0030] 1520/4800, lr:5.0e-05 ∣ avg_100 : 5.820293 ∣ l2loss : 5.528193 ∣ 
[  epoch 0009/0030] 1530/4800, lr:5.0e-05 ∣ avg_100 : 5.824411 ∣ l2loss : 6.139149 ∣ 
[  epoch 0009/0030] 1540/4800, lr:5.0e-05 ∣ avg_100 : 5.826983 ∣ l2loss : 5.817596 ∣ 
[  epoch 0009/0030] 1550/4800, lr:5.0e-05 ∣ avg_100 : 5.825900 ∣ l2loss : 5.712397 ∣ 
[  epoch 0009/0030] 1560/4800, lr:5.0e-05 ∣ avg_100 : 5.826229 ∣ l2loss : 5.849768 ∣ 
[  epoch 0009/0030] 1570/4800, lr:5.0e-05 ∣ avg_100 : 5.825578 ∣ l2loss : 5.953038 ∣ 
[  epoch 0009/0030] 1580/4800, lr:5.0e-05 ∣ avg_100 : 5.826037 ∣ l2loss : 5.769046 ∣ 
[  epoch 0009/0030] 1590/4800, lr:5.0e-05 ∣ avg_100 : 5.825823 ∣ l2loss : 5.690353 ∣ 
[  epoch 0009/0030] 1600/4800, lr:5.0e-05 ∣ avg_100 : 5.821662 ∣ l2loss : 5.544383 ∣ 
[  epoch 0009/0030] 1610/4800, lr:5.0e-05 ∣ avg_100 : 5.821128 ∣ l2loss : 5.720965 ∣ 
[  epoch 0009/0030] 1620/4800, lr:5.0e-05 ∣ avg_100 : 5.817772 ∣ l2loss : 5.766607 ∣ 
[  epoch 0009/0030] 1630/4800, lr:5.0e-05 ∣ avg_100 : 5.817330 ∣ l2loss : 5.667853 ∣ 
[  epoch 0009/0030] 1640/4800, lr:5.0e-05 ∣ avg_100 : 5.816331 ∣ l2loss : 5.936543 ∣ 
[  epoch 0009/0030] 1650/4800, lr:5.0e-05 ∣ avg_100 : 5.815172 ∣ l2loss : 5.889524 ∣ 
[  epoch 0009/0030] 1660/4800, lr:5.0e-05 ∣ avg_100 : 5.816117 ∣ l2loss : 5.537920 ∣ 
[  epoch 0009/0030] 1670/4800, lr:5.0e-05 ∣ avg_100 : 5.814011 ∣ l2loss : 5.840045 ∣ 
[  epoch 0009/0030] 1680/4800, lr:5.0e-05 ∣ avg_100 : 5.812881 ∣ l2loss : 5.721722 ∣ 
[  epoch 0009/0030] 1690/4800, lr:5.0e-05 ∣ avg_100 : 5.810644 ∣ l2loss : 5.787908 ∣ 
[  epoch 0009/0030] 1700/4800, lr:5.0e-05 ∣ avg_100 : 5.811180 ∣ l2loss : 5.642892 ∣ 
[  epoch 0009/0030] 1710/4800, lr:5.0e-05 ∣ avg_100 : 5.810792 ∣ l2loss : 5.683381 ∣ 
[  epoch 0009/0030] 1720/4800, lr:5.0e-05 ∣ avg_100 : 5.809909 ∣ l2loss : 5.797419 ∣ 
[  epoch 0009/0030] 1730/4800, lr:5.0e-05 ∣ avg_100 : 5.808118 ∣ l2loss : 5.777554 ∣ 
[  epoch 0009/0030] 1740/4800, lr:5.0e-05 ∣ avg_100 : 5.811151 ∣ l2loss : 6.125137 ∣ 
[  epoch 0009/0030] 1750/4800, lr:5.0e-05 ∣ avg_100 : 5.816444 ∣ l2loss : 6.279370 ∣ 
[  epoch 0009/0030] 1760/4800, lr:5.0e-05 ∣ avg_100 : 5.815159 ∣ l2loss : 5.672848 ∣ 
[  epoch 0009/0030] 1770/4800, lr:5.0e-05 ∣ avg_100 : 5.814959 ∣ l2loss : 5.822033 ∣ 
[  epoch 0009/0030] 1780/4800, lr:5.0e-05 ∣ avg_100 : 5.814352 ∣ l2loss : 5.873633 ∣ 
[  epoch 0009/0030] 1790/4800, lr:5.0e-05 ∣ avg_100 : 5.811057 ∣ l2loss : 5.757394 ∣ 
[  epoch 0009/0030] 1800/4800, lr:5.0e-05 ∣ avg_100 : 5.811377 ∣ l2loss : 5.940751 ∣ 
[  epoch 0009/0030] 1810/4800, lr:5.0e-05 ∣ avg_100 : 5.808273 ∣ l2loss : 5.546213 ∣ 
[  epoch 0009/0030] 1820/4800, lr:5.0e-05 ∣ avg_100 : 5.806908 ∣ l2loss : 5.858951 ∣ 
[  epoch 0009/0030] 1830/4800, lr:5.0e-05 ∣ avg_100 : 5.805614 ∣ l2loss : 5.805059 ∣ 
[  epoch 0009/0030] 1840/4800, lr:5.0e-05 ∣ avg_100 : 5.806854 ∣ l2loss : 6.044000 ∣ 
[  epoch 0009/0030] 1850/4800, lr:5.0e-05 ∣ avg_100 : 5.807463 ∣ l2loss : 5.877548 ∣ 
[  epoch 0009/0030] 1860/4800, lr:5.0e-05 ∣ avg_100 : 5.806245 ∣ l2loss : 5.814669 ∣ 
[  epoch 0009/0030] 1870/4800, lr:5.0e-05 ∣ avg_100 : 5.806095 ∣ l2loss : 5.824670 ∣ 
[  epoch 0009/0030] 1880/4800, lr:5.0e-05 ∣ avg_100 : 5.807703 ∣ l2loss : 5.830012 ∣ 
[  epoch 0009/0030] 1890/4800, lr:5.0e-05 ∣ avg_100 : 5.808309 ∣ l2loss : 5.876463 ∣ 
[  epoch 0009/0030] 1900/4800, lr:5.0e-05 ∣ avg_100 : 5.810603 ∣ l2loss : 6.012547 ∣ 
[  epoch 0009/0030] 1910/4800, lr:5.0e-05 ∣ avg_100 : 5.814372 ∣ l2loss : 5.942046 ∣ 
[  epoch 0009/0030] 1920/4800, lr:5.0e-05 ∣ avg_100 : 5.816435 ∣ l2loss : 5.888129 ∣ 
[  epoch 0009/0030] 1930/4800, lr:5.0e-05 ∣ avg_100 : 5.812159 ∣ l2loss : 5.665677 ∣ 
[  epoch 0009/0030] 1940/4800, lr:5.0e-05 ∣ avg_100 : 5.811808 ∣ l2loss : 5.630104 ∣ 
[  epoch 0009/0030] 1950/4800, lr:5.0e-05 ∣ avg_100 : 5.812172 ∣ l2loss : 5.768243 ∣ 
[  epoch 0009/0030] 1960/4800, lr:5.0e-05 ∣ avg_100 : 5.812364 ∣ l2loss : 5.623834 ∣ 
[  epoch 0009/0030] 1970/4800, lr:5.0e-05 ∣ avg_100 : 5.811960 ∣ l2loss : 5.816114 ∣ 
[  epoch 0009/0030] 1980/4800, lr:5.0e-05 ∣ avg_100 : 5.814497 ∣ l2loss : 6.093923 ∣ 
[  epoch 0009/0030] 1990/4800, lr:5.0e-05 ∣ avg_100 : 5.813624 ∣ l2loss : 5.804292 ∣ 
[  epoch 0009/0030] 2000/4800, lr:5.0e-05 ∣ avg_100 : 5.814673 ∣ l2loss : 5.780313 ∣ 
[  epoch 0009/0030] 2010/4800, lr:5.0e-05 ∣ avg_100 : 5.815667 ∣ l2loss : 5.972481 ∣ 
[  epoch 0009/0030] 2020/4800, lr:5.0e-05 ∣ avg_100 : 5.815879 ∣ l2loss : 5.750027 ∣ 
[  epoch 0009/0030] 2030/4800, lr:5.0e-05 ∣ avg_100 : 5.818855 ∣ l2loss : 6.023438 ∣ 
[  epoch 0009/0030] 2040/4800, lr:5.0e-05 ∣ avg_100 : 5.816505 ∣ l2loss : 5.696694 ∣ 
[  epoch 0009/0030] 2050/4800, lr:5.0e-05 ∣ avg_100 : 5.814407 ∣ l2loss : 5.551088 ∣ 
[  epoch 0009/0030] 2060/4800, lr:5.0e-05 ∣ avg_100 : 5.816751 ∣ l2loss : 5.898847 ∣ 
[  epoch 0009/0030] 2070/4800, lr:5.0e-05 ∣ avg_100 : 5.816691 ∣ l2loss : 5.832142 ∣ 
[  epoch 0009/0030] 2080/4800, lr:5.0e-05 ∣ avg_100 : 5.816927 ∣ l2loss : 5.872329 ∣ 
[  epoch 0009/0030] 2090/4800, lr:5.0e-05 ∣ avg_100 : 5.816675 ∣ l2loss : 5.825858 ∣ 
[  epoch 0009/0030] 2100/4800, lr:5.0e-05 ∣ avg_100 : 5.818947 ∣ l2loss : 5.954449 ∣ 
[  epoch 0009/0030] 2110/4800, lr:5.0e-05 ∣ avg_100 : 5.818913 ∣ l2loss : 5.676980 ∣ 
[  epoch 0009/0030] 2120/4800, lr:5.0e-05 ∣ avg_100 : 5.821091 ∣ l2loss : 5.882884 ∣ 
[  epoch 0009/0030] 2130/4800, lr:5.0e-05 ∣ avg_100 : 5.819883 ∣ l2loss : 5.780961 ∣ 
[  epoch 0009/0030] 2140/4800, lr:5.0e-05 ∣ avg_100 : 5.817501 ∣ l2loss : 5.711237 ∣ 
[  epoch 0009/0030] 2150/4800, lr:5.0e-05 ∣ avg_100 : 5.817982 ∣ l2loss : 5.872775 ∣ 
[  epoch 0009/0030] 2160/4800, lr:5.0e-05 ∣ avg_100 : 5.819832 ∣ l2loss : 5.933845 ∣ 
[  epoch 0009/0030] 2170/4800, lr:5.0e-05 ∣ avg_100 : 5.818557 ∣ l2loss : 5.841980 ∣ 
[  epoch 0009/0030] 2180/4800, lr:5.0e-05 ∣ avg_100 : 5.818811 ∣ l2loss : 5.714758 ∣ 
[  epoch 0009/0030] 2190/4800, lr:5.0e-05 ∣ avg_100 : 5.817147 ∣ l2loss : 5.639016 ∣ 
[  epoch 0009/0030] 2200/4800, lr:5.0e-05 ∣ avg_100 : 5.816253 ∣ l2loss : 5.853753 ∣ 
[  epoch 0009/0030] 2210/4800, lr:5.0e-05 ∣ avg_100 : 5.817169 ∣ l2loss : 5.835505 ∣ 
[  epoch 0009/0030] 2220/4800, lr:5.0e-05 ∣ avg_100 : 5.816107 ∣ l2loss : 5.887066 ∣ 
[  epoch 0009/0030] 2230/4800, lr:5.0e-05 ∣ avg_100 : 5.814564 ∣ l2loss : 5.871271 ∣ 
[  epoch 0009/0030] 2240/4800, lr:5.0e-05 ∣ avg_100 : 5.814812 ∣ l2loss : 5.935540 ∣ 
[  epoch 0009/0030] 2250/4800, lr:5.0e-05 ∣ avg_100 : 5.816804 ∣ l2loss : 5.953779 ∣ 
[  epoch 0009/0030] 2260/4800, lr:5.0e-05 ∣ avg_100 : 5.815227 ∣ l2loss : 5.628320 ∣ 
[  epoch 0009/0030] 2270/4800, lr:5.0e-05 ∣ avg_100 : 5.816728 ∣ l2loss : 5.871175 ∣ 
[  epoch 0009/0030] 2280/4800, lr:5.0e-05 ∣ avg_100 : 5.821211 ∣ l2loss : 6.181742 ∣ 
[  epoch 0009/0030] 2290/4800, lr:5.0e-05 ∣ avg_100 : 5.818638 ∣ l2loss : 5.730406 ∣ 
[  epoch 0009/0030] 2300/4800, lr:5.0e-05 ∣ avg_100 : 5.818242 ∣ l2loss : 5.662966 ∣ 
[  epoch 0009/0030] 2310/4800, lr:5.0e-05 ∣ avg_100 : 5.817545 ∣ l2loss : 5.776014 ∣ 
[  epoch 0009/0030] 2320/4800, lr:5.0e-05 ∣ avg_100 : 5.819697 ∣ l2loss : 5.659502 ∣ 
[  epoch 0009/0030] 2330/4800, lr:5.0e-05 ∣ avg_100 : 5.820303 ∣ l2loss : 5.925765 ∣ 
[  epoch 0009/0030] 2340/4800, lr:5.0e-05 ∣ avg_100 : 5.817667 ∣ l2loss : 5.715522 ∣ 
[  epoch 0009/0030] 2350/4800, lr:5.0e-05 ∣ avg_100 : 5.818772 ∣ l2loss : 5.937909 ∣ 
[  epoch 0009/0030] 2360/4800, lr:5.0e-05 ∣ avg_100 : 5.822178 ∣ l2loss : 5.876486 ∣ 
[  epoch 0009/0030] 2370/4800, lr:5.0e-05 ∣ avg_100 : 5.820009 ∣ l2loss : 5.770818 ∣ 
[  epoch 0009/0030] 2380/4800, lr:5.0e-05 ∣ avg_100 : 5.818625 ∣ l2loss : 5.710534 ∣ 
[  epoch 0009/0030] 2390/4800, lr:5.0e-05 ∣ avg_100 : 5.816712 ∣ l2loss : 5.717375 ∣ 
[  epoch 0009/0030] 2400/4800, lr:5.0e-05 ∣ avg_100 : 5.814132 ∣ l2loss : 5.780855 ∣ 
[  epoch 0009/0030] 2410/4800, lr:5.0e-05 ∣ avg_100 : 5.812986 ∣ l2loss : 5.729291 ∣ 
[  epoch 0009/0030] 2420/4800, lr:5.0e-05 ∣ avg_100 : 5.813922 ∣ l2loss : 5.863412 ∣ 
[  epoch 0009/0030] 2430/4800, lr:5.0e-05 ∣ avg_100 : 5.812149 ∣ l2loss : 5.573928 ∣ 
[  epoch 0009/0030] 2440/4800, lr:5.0e-05 ∣ avg_100 : 5.816112 ∣ l2loss : 6.044558 ∣ 
[  epoch 0009/0030] 2450/4800, lr:5.0e-05 ∣ avg_100 : 5.813776 ∣ l2loss : 5.700503 ∣ 
[  epoch 0009/0030] 2460/4800, lr:5.0e-05 ∣ avg_100 : 5.811606 ∣ l2loss : 5.691643 ∣ 
[  epoch 0009/0030] 2470/4800, lr:5.0e-05 ∣ avg_100 : 5.810112 ∣ l2loss : 5.671932 ∣ 
[  epoch 0009/0030] 2480/4800, lr:5.0e-05 ∣ avg_100 : 5.810776 ∣ l2loss : 5.903088 ∣ 
[  epoch 0009/0030] 2490/4800, lr:5.0e-05 ∣ avg_100 : 5.809876 ∣ l2loss : 5.875927 ∣ 
[  epoch 0009/0030] 2500/4800, lr:5.0e-05 ∣ avg_100 : 5.811384 ∣ l2loss : 5.902517 ∣ 
[  epoch 0009/0030] 2510/4800, lr:5.0e-05 ∣ avg_100 : 5.812244 ∣ l2loss : 5.805325 ∣ 
[  epoch 0009/0030] 2520/4800, lr:5.0e-05 ∣ avg_100 : 5.814427 ∣ l2loss : 5.746417 ∣ 
[  epoch 0009/0030] 2530/4800, lr:5.0e-05 ∣ avg_100 : 5.808805 ∣ l2loss : 5.576995 ∣ 
[  epoch 0009/0030] 2540/4800, lr:5.0e-05 ∣ avg_100 : 5.810035 ∣ l2loss : 5.940542 ∣ 
[  epoch 0009/0030] 2550/4800, lr:5.0e-05 ∣ avg_100 : 5.814655 ∣ l2loss : 6.174456 ∣ 
[  epoch 0009/0030] 2560/4800, lr:5.0e-05 ∣ avg_100 : 5.813670 ∣ l2loss : 5.751283 ∣ 
[  epoch 0009/0030] 2570/4800, lr:5.0e-05 ∣ avg_100 : 5.812921 ∣ l2loss : 5.878098 ∣ 
[  epoch 0009/0030] 2580/4800, lr:5.0e-05 ∣ avg_100 : 5.811397 ∣ l2loss : 5.616655 ∣ 
[  epoch 0009/0030] 2590/4800, lr:5.0e-05 ∣ avg_100 : 5.810448 ∣ l2loss : 5.595494 ∣ 
[  epoch 0009/0030] 2600/4800, lr:5.0e-05 ∣ avg_100 : 5.812452 ∣ l2loss : 5.744733 ∣ 
[  epoch 0009/0030] 2610/4800, lr:5.0e-05 ∣ avg_100 : 5.812980 ∣ l2loss : 5.773790 ∣ 
[  epoch 0009/0030] 2620/4800, lr:5.0e-05 ∣ avg_100 : 5.813211 ∣ l2loss : 5.789645 ∣ 
[  epoch 0009/0030] 2630/4800, lr:5.0e-05 ∣ avg_100 : 5.814644 ∣ l2loss : 5.811239 ∣ 
[  epoch 0009/0030] 2640/4800, lr:5.0e-05 ∣ avg_100 : 5.812926 ∣ l2loss : 5.764729 ∣ 
[  epoch 0009/0030] 2650/4800, lr:5.0e-05 ∣ avg_100 : 5.814665 ∣ l2loss : 6.063360 ∣ 
[  epoch 0009/0030] 2660/4800, lr:5.0e-05 ∣ avg_100 : 5.815089 ∣ l2loss : 5.580372 ∣ 
[  epoch 0009/0030] 2670/4800, lr:5.0e-05 ∣ avg_100 : 5.816166 ∣ l2loss : 5.947764 ∣ 
[  epoch 0009/0030] 2680/4800, lr:5.0e-05 ∣ avg_100 : 5.819443 ∣ l2loss : 6.049381 ∣ 
[  epoch 0009/0030] 2690/4800, lr:5.0e-05 ∣ avg_100 : 5.818697 ∣ l2loss : 5.713279 ∣ 
[  epoch 0009/0030] 2700/4800, lr:5.0e-05 ∣ avg_100 : 5.820355 ∣ l2loss : 5.808738 ∣ 
[  epoch 0009/0030] 2710/4800, lr:5.0e-05 ∣ avg_100 : 5.821370 ∣ l2loss : 5.784842 ∣ 
[  epoch 0009/0030] 2720/4800, lr:5.0e-05 ∣ avg_100 : 5.819226 ∣ l2loss : 5.583039 ∣ 
[  epoch 0009/0030] 2730/4800, lr:5.0e-05 ∣ avg_100 : 5.819932 ∣ l2loss : 5.848203 ∣ 
[  epoch 0009/0030] 2740/4800, lr:5.0e-05 ∣ avg_100 : 5.814966 ∣ l2loss : 5.628448 ∣ 
[  epoch 0009/0030] 2750/4800, lr:5.0e-05 ∣ avg_100 : 5.808324 ∣ l2loss : 5.615166 ∣ 
[  epoch 0009/0030] 2760/4800, lr:5.0e-05 ∣ avg_100 : 5.807671 ∣ l2loss : 5.607608 ∣ 
[  epoch 0009/0030] 2770/4800, lr:5.0e-05 ∣ avg_100 : 5.806639 ∣ l2loss : 5.718776 ∣ 
[  epoch 0009/0030] 2780/4800, lr:5.0e-05 ∣ avg_100 : 5.806322 ∣ l2loss : 5.842017 ∣ 
[  epoch 0009/0030] 2790/4800, lr:5.0e-05 ∣ avg_100 : 5.804265 ∣ l2loss : 5.551656 ∣ 
[  epoch 0009/0030] 2800/4800, lr:5.0e-05 ∣ avg_100 : 5.802045 ∣ l2loss : 5.718768 ∣ 
[  epoch 0009/0030] 2810/4800, lr:5.0e-05 ∣ avg_100 : 5.807257 ∣ l2loss : 6.067408 ∣ 
[  epoch 0009/0030] 2820/4800, lr:5.0e-05 ∣ avg_100 : 5.807107 ∣ l2loss : 5.843942 ∣ 
[  epoch 0009/0030] 2830/4800, lr:5.0e-05 ∣ avg_100 : 5.808023 ∣ l2loss : 5.896665 ∣ 
[  epoch 0009/0030] 2840/4800, lr:5.0e-05 ∣ avg_100 : 5.804772 ∣ l2loss : 5.718933 ∣ 
[  epoch 0009/0030] 2850/4800, lr:5.0e-05 ∣ avg_100 : 5.807450 ∣ l2loss : 6.145321 ∣ 
[  epoch 0009/0030] 2860/4800, lr:5.0e-05 ∣ avg_100 : 5.806748 ∣ l2loss : 5.744481 ∣ 
[  epoch 0009/0030] 2870/4800, lr:5.0e-05 ∣ avg_100 : 5.806239 ∣ l2loss : 5.773732 ∣ 
[  epoch 0009/0030] 2880/4800, lr:5.0e-05 ∣ avg_100 : 5.805102 ∣ l2loss : 5.716285 ∣ 
[  epoch 0009/0030] 2890/4800, lr:5.0e-05 ∣ avg_100 : 5.805840 ∣ l2loss : 5.950275 ∣ 
[  epoch 0009/0030] 2900/4800, lr:5.0e-05 ∣ avg_100 : 5.802531 ∣ l2loss : 5.681658 ∣ 
[  epoch 0009/0030] 2910/4800, lr:5.0e-05 ∣ avg_100 : 5.800031 ∣ l2loss : 5.692013 ∣ 
[  epoch 0009/0030] 2920/4800, lr:5.0e-05 ∣ avg_100 : 5.800779 ∣ l2loss : 5.962928 ∣ 
[  epoch 0009/0030] 2930/4800, lr:5.0e-05 ∣ avg_100 : 5.803533 ∣ l2loss : 5.941116 ∣ 
[  epoch 0009/0030] 2940/4800, lr:5.0e-05 ∣ avg_100 : 5.803346 ∣ l2loss : 5.611383 ∣ 
[  epoch 0009/0030] 2950/4800, lr:5.0e-05 ∣ avg_100 : 5.803083 ∣ l2loss : 5.741997 ∣ 
[  epoch 0009/0030] 2960/4800, lr:5.0e-05 ∣ avg_100 : 5.806797 ∣ l2loss : 5.995205 ∣ 
[  epoch 0009/0030] 2970/4800, lr:5.0e-05 ∣ avg_100 : 5.806787 ∣ l2loss : 5.815096 ∣ 
[  epoch 0009/0030] 2980/4800, lr:5.0e-05 ∣ avg_100 : 5.803914 ∣ l2loss : 5.806603 ∣ 
[  epoch 0009/0030] 2990/4800, lr:5.0e-05 ∣ avg_100 : 5.805325 ∣ l2loss : 5.945394 ∣ 
[  epoch 0009/0030] 3000/4800, lr:5.0e-05 ∣ avg_100 : 5.805708 ∣ l2loss : 5.818685 ∣ 
[  epoch 0009/0030] 3010/4800, lr:5.0e-05 ∣ avg_100 : 5.803884 ∣ l2loss : 5.790089 ∣ 
[  epoch 0009/0030] 3020/4800, lr:5.0e-05 ∣ avg_100 : 5.805130 ∣ l2loss : 5.874624 ∣ 
[  epoch 0009/0030] 3030/4800, lr:5.0e-05 ∣ avg_100 : 5.805099 ∣ l2loss : 6.020320 ∣ 
[  epoch 0009/0030] 3040/4800, lr:5.0e-05 ∣ avg_100 : 5.806041 ∣ l2loss : 5.790858 ∣ 
[  epoch 0009/0030] 3050/4800, lr:5.0e-05 ∣ avg_100 : 5.809831 ∣ l2loss : 5.930099 ∣ 
[  epoch 0009/0030] 3060/4800, lr:5.0e-05 ∣ avg_100 : 5.810366 ∣ l2loss : 5.952325 ∣ 
[  epoch 0009/0030] 3070/4800, lr:5.0e-05 ∣ avg_100 : 5.810577 ∣ l2loss : 5.853289 ∣ 
[  epoch 0009/0030] 3080/4800, lr:5.0e-05 ∣ avg_100 : 5.809445 ∣ l2loss : 5.759066 ∣ 
[  epoch 0009/0030] 3090/4800, lr:5.0e-05 ∣ avg_100 : 5.809768 ∣ l2loss : 5.858213 ∣ 
[  epoch 0009/0030] 3100/4800, lr:5.0e-05 ∣ avg_100 : 5.808189 ∣ l2loss : 5.796580 ∣ 
[  epoch 0009/0030] 3110/4800, lr:5.0e-05 ∣ avg_100 : 5.809681 ∣ l2loss : 5.826097 ∣ 
[  epoch 0009/0030] 3120/4800, lr:5.0e-05 ∣ avg_100 : 5.810279 ∣ l2loss : 5.942772 ∣ 
[  epoch 0009/0030] 3130/4800, lr:5.0e-05 ∣ avg_100 : 5.810007 ∣ l2loss : 5.753709 ∣ 
[  epoch 0009/0030] 3140/4800, lr:5.0e-05 ∣ avg_100 : 5.811134 ∣ l2loss : 5.823967 ∣ 
[  epoch 0009/0030] 3150/4800, lr:5.0e-05 ∣ avg_100 : 5.810357 ∣ l2loss : 5.795081 ∣ 
[  epoch 0009/0030] 3160/4800, lr:5.0e-05 ∣ avg_100 : 5.805760 ∣ l2loss : 5.474078 ∣ 
[  epoch 0009/0030] 3170/4800, lr:5.0e-05 ∣ avg_100 : 5.806455 ∣ l2loss : 5.911506 ∣ 
[  epoch 0009/0030] 3180/4800, lr:5.0e-05 ∣ avg_100 : 5.807854 ∣ l2loss : 5.854643 ∣ 
[  epoch 0009/0030] 3190/4800, lr:5.0e-05 ∣ avg_100 : 5.809912 ∣ l2loss : 5.844842 ∣ 
[  epoch 0009/0030] 3200/4800, lr:5.0e-05 ∣ avg_100 : 5.810225 ∣ l2loss : 5.885079 ∣ 
[  epoch 0009/0030] 3210/4800, lr:5.0e-05 ∣ avg_100 : 5.809097 ∣ l2loss : 5.722726 ∣ 
[  epoch 0009/0030] 3220/4800, lr:5.0e-05 ∣ avg_100 : 5.811204 ∣ l2loss : 6.097728 ∣ 
[  epoch 0009/0030] 3230/4800, lr:5.0e-05 ∣ avg_100 : 5.811929 ∣ l2loss : 5.943807 ∣ 
[  epoch 0009/0030] 3240/4800, lr:5.0e-05 ∣ avg_100 : 5.809843 ∣ l2loss : 5.726875 ∣ 
[  epoch 0009/0030] 3250/4800, lr:5.0e-05 ∣ avg_100 : 5.808004 ∣ l2loss : 5.769941 ∣ 
[  epoch 0009/0030] 3260/4800, lr:5.0e-05 ∣ avg_100 : 5.810023 ∣ l2loss : 5.830156 ∣ 
[  epoch 0009/0030] 3270/4800, lr:5.0e-05 ∣ avg_100 : 5.808492 ∣ l2loss : 5.718140 ∣ 
[  epoch 0009/0030] 3280/4800, lr:5.0e-05 ∣ avg_100 : 5.803159 ∣ l2loss : 5.648443 ∣ 
[  epoch 0009/0030] 3290/4800, lr:5.0e-05 ∣ avg_100 : 5.804203 ∣ l2loss : 5.834797 ∣ 
[  epoch 0009/0030] 3300/4800, lr:5.0e-05 ∣ avg_100 : 5.802719 ∣ l2loss : 5.514511 ∣ 
[  epoch 0009/0030] 3310/4800, lr:5.0e-05 ∣ avg_100 : 5.801821 ∣ l2loss : 5.686193 ∣ 
[  epoch 0009/0030] 3320/4800, lr:5.0e-05 ∣ avg_100 : 5.801171 ∣ l2loss : 5.594595 ∣ 
[  epoch 0009/0030] 3330/4800, lr:5.0e-05 ∣ avg_100 : 5.800055 ∣ l2loss : 5.814080 ∣ 
[  epoch 0009/0030] 3340/4800, lr:5.0e-05 ∣ avg_100 : 5.800497 ∣ l2loss : 5.759748 ∣ 
[  epoch 0009/0030] 3350/4800, lr:5.0e-05 ∣ avg_100 : 5.797916 ∣ l2loss : 5.679787 ∣ 
[  epoch 0009/0030] 3360/4800, lr:5.0e-05 ∣ avg_100 : 5.793480 ∣ l2loss : 5.432915 ∣ 
[  epoch 0009/0030] 3370/4800, lr:5.0e-05 ∣ avg_100 : 5.792533 ∣ l2loss : 5.676162 ∣ 
[  epoch 0009/0030] 3380/4800, lr:5.0e-05 ∣ avg_100 : 5.792412 ∣ l2loss : 5.698421 ∣ 
[  epoch 0009/0030] 3390/4800, lr:5.0e-05 ∣ avg_100 : 5.795073 ∣ l2loss : 5.983428 ∣ 
[  epoch 0009/0030] 3400/4800, lr:5.0e-05 ∣ avg_100 : 5.795220 ∣ l2loss : 5.795602 ∣ 
[  epoch 0009/0030] 3410/4800, lr:5.0e-05 ∣ avg_100 : 5.795254 ∣ l2loss : 5.732642 ∣ 
[  epoch 0009/0030] 3420/4800, lr:5.0e-05 ∣ avg_100 : 5.793100 ∣ l2loss : 5.648032 ∣ 
[  epoch 0009/0030] 3430/4800, lr:5.0e-05 ∣ avg_100 : 5.793048 ∣ l2loss : 5.568698 ∣ 
[  epoch 0009/0030] 3440/4800, lr:5.0e-05 ∣ avg_100 : 5.790709 ∣ l2loss : 5.810706 ∣ 
[  epoch 0009/0030] 3450/4800, lr:5.0e-05 ∣ avg_100 : 5.794075 ∣ l2loss : 6.037103 ∣ 
[  epoch 0009/0030] 3460/4800, lr:5.0e-05 ∣ avg_100 : 5.794919 ∣ l2loss : 5.776029 ∣ 
[  epoch 0009/0030] 3470/4800, lr:5.0e-05 ∣ avg_100 : 5.795635 ∣ l2loss : 5.743564 ∣ 
[  epoch 0009/0030] 3480/4800, lr:5.0e-05 ∣ avg_100 : 5.792180 ∣ l2loss : 5.557512 ∣ 
[  epoch 0009/0030] 3490/4800, lr:5.0e-05 ∣ avg_100 : 5.790290 ∣ l2loss : 5.686939 ∣ 
[  epoch 0009/0030] 3500/4800, lr:5.0e-05 ∣ avg_100 : 5.789594 ∣ l2loss : 5.832928 ∣ 
[  epoch 0009/0030] 3510/4800, lr:5.0e-05 ∣ avg_100 : 5.790235 ∣ l2loss : 5.869479 ∣ 
[  epoch 0009/0030] 3520/4800, lr:5.0e-05 ∣ avg_100 : 5.791199 ∣ l2loss : 5.842754 ∣ 
[  epoch 0009/0030] 3530/4800, lr:5.0e-05 ∣ avg_100 : 5.792925 ∣ l2loss : 5.749595 ∣ 
[  epoch 0009/0030] 3540/4800, lr:5.0e-05 ∣ avg_100 : 5.791612 ∣ l2loss : 5.809302 ∣ 
[  epoch 0009/0030] 3550/4800, lr:5.0e-05 ∣ avg_100 : 5.788082 ∣ l2loss : 5.821419 ∣ 
[  epoch 0009/0030] 3560/4800, lr:5.0e-05 ∣ avg_100 : 5.789042 ∣ l2loss : 5.847247 ∣ 
[  epoch 0009/0030] 3570/4800, lr:5.0e-05 ∣ avg_100 : 5.787621 ∣ l2loss : 5.736064 ∣ 
[  epoch 0009/0030] 3580/4800, lr:5.0e-05 ∣ avg_100 : 5.790965 ∣ l2loss : 5.951010 ∣ 
[  epoch 0009/0030] 3590/4800, lr:5.0e-05 ∣ avg_100 : 5.793142 ∣ l2loss : 5.813202 ∣ 
[  epoch 0009/0030] 3600/4800, lr:5.0e-05 ∣ avg_100 : 5.793960 ∣ l2loss : 5.826506 ∣ 
[  epoch 0009/0030] 3610/4800, lr:5.0e-05 ∣ avg_100 : 5.792310 ∣ l2loss : 5.608839 ∣ 
[  epoch 0009/0030] 3620/4800, lr:5.0e-05 ∣ avg_100 : 5.791687 ∣ l2loss : 5.727370 ∣ 
[  epoch 0009/0030] 3630/4800, lr:5.0e-05 ∣ avg_100 : 5.792618 ∣ l2loss : 5.904340 ∣ 
[  epoch 0009/0030] 3640/4800, lr:5.0e-05 ∣ avg_100 : 5.790698 ∣ l2loss : 5.572664 ∣ 
[  epoch 0009/0030] 3650/4800, lr:5.0e-05 ∣ avg_100 : 5.786626 ∣ l2loss : 5.656229 ∣ 
[  epoch 0009/0030] 3660/4800, lr:5.0e-05 ∣ avg_100 : 5.788649 ∣ l2loss : 5.782599 ∣ 
[  epoch 0009/0030] 3670/4800, lr:5.0e-05 ∣ avg_100 : 5.785943 ∣ l2loss : 5.677170 ∣ 
[  epoch 0009/0030] 3680/4800, lr:5.0e-05 ∣ avg_100 : 5.783813 ∣ l2loss : 5.836421 ∣ 
[  epoch 0009/0030] 3690/4800, lr:5.0e-05 ∣ avg_100 : 5.783929 ∣ l2loss : 5.724854 ∣ 
[  epoch 0009/0030] 3700/4800, lr:5.0e-05 ∣ avg_100 : 5.785991 ∣ l2loss : 6.014953 ∣ 
[  epoch 0009/0030] 3710/4800, lr:5.0e-05 ∣ avg_100 : 5.784246 ∣ l2loss : 5.610361 ∣ 
[  epoch 0009/0030] 3720/4800, lr:5.0e-05 ∣ avg_100 : 5.785123 ∣ l2loss : 5.670768 ∣ 
[  epoch 0009/0030] 3730/4800, lr:5.0e-05 ∣ avg_100 : 5.787414 ∣ l2loss : 6.077247 ∣ 
[  epoch 0009/0030] 3740/4800, lr:5.0e-05 ∣ avg_100 : 5.790478 ∣ l2loss : 5.934857 ∣ 
[  epoch 0009/0030] 3750/4800, lr:5.0e-05 ∣ avg_100 : 5.791213 ∣ l2loss : 5.688688 ∣ 
[  epoch 0009/0030] 3760/4800, lr:5.0e-05 ∣ avg_100 : 5.792994 ∣ l2loss : 5.785704 ∣ 
[  epoch 0009/0030] 3770/4800, lr:5.0e-05 ∣ avg_100 : 5.793547 ∣ l2loss : 5.774099 ∣ 
[  epoch 0009/0030] 3780/4800, lr:5.0e-05 ∣ avg_100 : 5.789268 ∣ l2loss : 5.414051 ∣ 
[  epoch 0009/0030] 3790/4800, lr:5.0e-05 ∣ avg_100 : 5.791433 ∣ l2loss : 5.768140 ∣ 
[  epoch 0009/0030] 3800/4800, lr:5.0e-05 ∣ avg_100 : 5.791561 ∣ l2loss : 5.731586 ∣ 
[  epoch 0009/0030] 3810/4800, lr:5.0e-05 ∣ avg_100 : 5.787150 ∣ l2loss : 5.626297 ∣ 
[  epoch 0009/0030] 3820/4800, lr:5.0e-05 ∣ avg_100 : 5.788318 ∣ l2loss : 5.960805 ∣ 
[  epoch 0009/0030] 3830/4800, lr:5.0e-05 ∣ avg_100 : 5.786782 ∣ l2loss : 5.743084 ∣ 
[  epoch 0009/0030] 3840/4800, lr:5.0e-05 ∣ avg_100 : 5.787730 ∣ l2loss : 5.813708 ∣ 
[  epoch 0009/0030] 3850/4800, lr:5.0e-05 ∣ avg_100 : 5.783856 ∣ l2loss : 5.757887 ∣ 
[  epoch 0009/0030] 3860/4800, lr:5.0e-05 ∣ avg_100 : 5.782077 ∣ l2loss : 5.566547 ∣ 
[  epoch 0009/0030] 3870/4800, lr:5.0e-05 ∣ avg_100 : 5.781143 ∣ l2loss : 5.680368 ∣ 
[  epoch 0009/0030] 3880/4800, lr:5.0e-05 ∣ avg_100 : 5.782065 ∣ l2loss : 5.808460 ∣ 
[  epoch 0009/0030] 3890/4800, lr:5.0e-05 ∣ avg_100 : 5.782439 ∣ l2loss : 5.987738 ∣ 
[  epoch 0009/0030] 3900/4800, lr:5.0e-05 ∣ avg_100 : 5.785034 ∣ l2loss : 5.941091 ∣ 
[  epoch 0009/0030] 3910/4800, lr:5.0e-05 ∣ avg_100 : 5.784511 ∣ l2loss : 5.639766 ∣ 
[  epoch 0009/0030] 3920/4800, lr:5.0e-05 ∣ avg_100 : 5.783855 ∣ l2loss : 5.897334 ∣ 
[  epoch 0009/0030] 3930/4800, lr:5.0e-05 ∣ avg_100 : 5.781560 ∣ l2loss : 5.711582 ∣ 
[  epoch 0009/0030] 3940/4800, lr:5.0e-05 ∣ avg_100 : 5.782181 ∣ l2loss : 5.673511 ∣ 
[  epoch 0009/0030] 3950/4800, lr:5.0e-05 ∣ avg_100 : 5.782807 ∣ l2loss : 5.804576 ∣ 
[  epoch 0009/0030] 3960/4800, lr:5.0e-05 ∣ avg_100 : 5.780333 ∣ l2loss : 5.747763 ∣ 
[  epoch 0009/0030] 3970/4800, lr:5.0e-05 ∣ avg_100 : 5.781707 ∣ l2loss : 5.952561 ∣ 
[  epoch 0009/0030] 3980/4800, lr:5.0e-05 ∣ avg_100 : 5.782280 ∣ l2loss : 5.863918 ∣ 
[  epoch 0009/0030] 3990/4800, lr:5.0e-05 ∣ avg_100 : 5.779464 ∣ l2loss : 5.663753 ∣ 
[  epoch 0009/0030] 4000/4800, lr:5.0e-05 ∣ avg_100 : 5.779405 ∣ l2loss : 5.812744 ∣ 
[  epoch 0009/0030] 4010/4800, lr:5.0e-05 ∣ avg_100 : 5.780002 ∣ l2loss : 5.849829 ∣ 
[  epoch 0009/0030] 4020/4800, lr:5.0e-05 ∣ avg_100 : 5.777118 ∣ l2loss : 5.586190 ∣ 
[  epoch 0009/0030] 4030/4800, lr:5.0e-05 ∣ avg_100 : 5.775102 ∣ l2loss : 5.818753 ∣ 
[  epoch 0009/0030] 4040/4800, lr:5.0e-05 ∣ avg_100 : 5.775521 ∣ l2loss : 5.832815 ∣ 
[  epoch 0009/0030] 4050/4800, lr:5.0e-05 ∣ avg_100 : 5.771676 ∣ l2loss : 5.545577 ∣ 
[  epoch 0009/0030] 4060/4800, lr:5.0e-05 ∣ avg_100 : 5.766475 ∣ l2loss : 5.432192 ∣ 
[  epoch 0009/0030] 4070/4800, lr:5.0e-05 ∣ avg_100 : 5.766258 ∣ l2loss : 5.831549 ∣ 
[  epoch 0009/0030] 4080/4800, lr:5.0e-05 ∣ avg_100 : 5.767601 ∣ l2loss : 5.893365 ∣ 
[  epoch 0009/0030] 4090/4800, lr:5.0e-05 ∣ avg_100 : 5.765509 ∣ l2loss : 5.649045 ∣ 
[  epoch 0009/0030] 4100/4800, lr:5.0e-05 ∣ avg_100 : 5.766066 ∣ l2loss : 5.852345 ∣ 
[  epoch 0009/0030] 4110/4800, lr:5.0e-05 ∣ avg_100 : 5.766405 ∣ l2loss : 5.859922 ∣ 
[  epoch 0009/0030] 4120/4800, lr:5.0e-05 ∣ avg_100 : 5.765093 ∣ l2loss : 5.811645 ∣ 
[  epoch 0009/0030] 4130/4800, lr:5.0e-05 ∣ avg_100 : 5.765439 ∣ l2loss : 5.788279 ∣ 
[  epoch 0009/0030] 4140/4800, lr:5.0e-05 ∣ avg_100 : 5.764282 ∣ l2loss : 5.708289 ∣ 
[  epoch 0009/0030] 4150/4800, lr:5.0e-05 ∣ avg_100 : 5.765927 ∣ l2loss : 5.959524 ∣ 
[  epoch 0009/0030] 4160/4800, lr:5.0e-05 ∣ avg_100 : 5.768997 ∣ l2loss : 5.781140 ∣ 
[  epoch 0009/0030] 4170/4800, lr:5.0e-05 ∣ avg_100 : 5.767260 ∣ l2loss : 5.737715 ∣ 
[  epoch 0009/0030] 4180/4800, lr:5.0e-05 ∣ avg_100 : 5.765734 ∣ l2loss : 5.702072 ∣ 
[  epoch 0009/0030] 4190/4800, lr:5.0e-05 ∣ avg_100 : 5.766100 ∣ l2loss : 5.881496 ∣ 
[  epoch 0009/0030] 4200/4800, lr:5.0e-05 ∣ avg_100 : 5.764725 ∣ l2loss : 5.747508 ∣ 
[  epoch 0009/0030] 4210/4800, lr:5.0e-05 ∣ avg_100 : 5.768643 ∣ l2loss : 6.114526 ∣ 
[  epoch 0009/0030] 4220/4800, lr:5.0e-05 ∣ avg_100 : 5.764364 ∣ l2loss : 5.669898 ∣ 
[  epoch 0009/0030] 4230/4800, lr:5.0e-05 ∣ avg_100 : 5.761534 ∣ l2loss : 5.660808 ∣ 
[  epoch 0009/0030] 4240/4800, lr:5.0e-05 ∣ avg_100 : 5.761559 ∣ l2loss : 5.729379 ∣ 
[  epoch 0009/0030] 4250/4800, lr:5.0e-05 ∣ avg_100 : 5.763127 ∣ l2loss : 5.926679 ∣ 
[  epoch 0009/0030] 4260/4800, lr:5.0e-05 ∣ avg_100 : 5.763768 ∣ l2loss : 5.894310 ∣ 
[  epoch 0009/0030] 4270/4800, lr:5.0e-05 ∣ avg_100 : 5.762853 ∣ l2loss : 5.626604 ∣ 
[  epoch 0009/0030] 4280/4800, lr:5.0e-05 ∣ avg_100 : 5.763011 ∣ l2loss : 5.664227 ∣ 
[  epoch 0009/0030] 4290/4800, lr:5.0e-05 ∣ avg_100 : 5.762133 ∣ l2loss : 5.747059 ∣ 
[  epoch 0009/0030] 4300/4800, lr:5.0e-05 ∣ avg_100 : 5.765674 ∣ l2loss : 5.868593 ∣ 
[  epoch 0009/0030] 4310/4800, lr:5.0e-05 ∣ avg_100 : 5.770239 ∣ l2loss : 6.142662 ∣ 
[  epoch 0009/0030] 4320/4800, lr:5.0e-05 ∣ avg_100 : 5.773945 ∣ l2loss : 5.965227 ∣ 
[  epoch 0009/0030] 4330/4800, lr:5.0e-05 ∣ avg_100 : 5.775091 ∣ l2loss : 5.928652 ∣ 
[  epoch 0009/0030] 4340/4800, lr:5.0e-05 ∣ avg_100 : 5.776108 ∣ l2loss : 5.861416 ∣ 
[  epoch 0009/0030] 4350/4800, lr:5.0e-05 ∣ avg_100 : 5.776051 ∣ l2loss : 5.674105 ∣ 
[  epoch 0009/0030] 4360/4800, lr:5.0e-05 ∣ avg_100 : 5.780663 ∣ l2loss : 5.894087 ∣ 
[  epoch 0009/0030] 4370/4800, lr:5.0e-05 ∣ avg_100 : 5.778386 ∣ l2loss : 5.448479 ∣ 
[  epoch 0009/0030] 4380/4800, lr:5.0e-05 ∣ avg_100 : 5.781846 ∣ l2loss : 6.044492 ∣ 
[  epoch 0009/0030] 4390/4800, lr:5.0e-05 ∣ avg_100 : 5.777855 ∣ l2loss : 5.584310 ∣ 
[  epoch 0009/0030] 4400/4800, lr:5.0e-05 ∣ avg_100 : 5.778298 ∣ l2loss : 5.839911 ∣ 
[  epoch 0009/0030] 4410/4800, lr:5.0e-05 ∣ avg_100 : 5.776186 ∣ l2loss : 5.521433 ∣ 
[  epoch 0009/0030] 4420/4800, lr:5.0e-05 ∣ avg_100 : 5.778645 ∣ l2loss : 5.893902 ∣ 
[  epoch 0009/0030] 4430/4800, lr:5.0e-05 ∣ avg_100 : 5.781437 ∣ l2loss : 5.847873 ∣ 
[  epoch 0009/0030] 4440/4800, lr:5.0e-05 ∣ avg_100 : 5.779378 ∣ l2loss : 5.604823 ∣ 
[  epoch 0009/0030] 4450/4800, lr:5.0e-05 ∣ avg_100 : 5.777652 ∣ l2loss : 5.864545 ∣ 
[  epoch 0009/0030] 4460/4800, lr:5.0e-05 ∣ avg_100 : 5.777592 ∣ l2loss : 5.769980 ∣ 
[  epoch 0009/0030] 4470/4800, lr:5.0e-05 ∣ avg_100 : 5.778757 ∣ l2loss : 5.860115 ∣ 
[  epoch 0009/0030] 4480/4800, lr:5.0e-05 ∣ avg_100 : 5.776968 ∣ l2loss : 5.378555 ∣ 
[  epoch 0009/0030] 4490/4800, lr:5.0e-05 ∣ avg_100 : 5.778250 ∣ l2loss : 5.815120 ∣ 
[  epoch 0009/0030] 4500/4800, lr:5.0e-05 ∣ avg_100 : 5.774659 ∣ l2loss : 5.473897 ∣ 
[  epoch 0009/0030] 4510/4800, lr:5.0e-05 ∣ avg_100 : 5.773297 ∣ l2loss : 5.733246 ∣ 
[  epoch 0009/0030] 4520/4800, lr:5.0e-05 ∣ avg_100 : 5.770575 ∣ l2loss : 5.570560 ∣ 
[  epoch 0009/0030] 4530/4800, lr:5.0e-05 ∣ avg_100 : 5.769674 ∣ l2loss : 5.659474 ∣ 
[  epoch 0009/0030] 4540/4800, lr:5.0e-05 ∣ avg_100 : 5.768739 ∣ l2loss : 5.715833 ∣ 
[  epoch 0009/0030] 4550/4800, lr:5.0e-05 ∣ avg_100 : 5.769414 ∣ l2loss : 5.888928 ∣ 
[  epoch 0009/0030] 4560/4800, lr:5.0e-05 ∣ avg_100 : 5.767321 ∣ l2loss : 5.637961 ∣ 
[  epoch 0009/0030] 4570/4800, lr:5.0e-05 ∣ avg_100 : 5.769885 ∣ l2loss : 5.992425 ∣ 
[  epoch 0009/0030] 4580/4800, lr:5.0e-05 ∣ avg_100 : 5.770224 ∣ l2loss : 5.984877 ∣ 
[  epoch 0009/0030] 4590/4800, lr:5.0e-05 ∣ avg_100 : 5.768690 ∣ l2loss : 5.659877 ∣ 
[  epoch 0009/0030] 4600/4800, lr:5.0e-05 ∣ avg_100 : 5.769579 ∣ l2loss : 5.915402 ∣ 
[  epoch 0009/0030] 4610/4800, lr:5.0e-05 ∣ avg_100 : 5.772064 ∣ l2loss : 5.857348 ∣ 
[  epoch 0009/0030] 4620/4800, lr:5.0e-05 ∣ avg_100 : 5.772632 ∣ l2loss : 5.784085 ∣ 
[  epoch 0009/0030] 4630/4800, lr:5.0e-05 ∣ avg_100 : 5.770665 ∣ l2loss : 5.707645 ∣ 
[  epoch 0009/0030] 4640/4800, lr:5.0e-05 ∣ avg_100 : 5.771897 ∣ l2loss : 5.695893 ∣ 
[  epoch 0009/0030] 4650/4800, lr:5.0e-05 ∣ avg_100 : 5.773067 ∣ l2loss : 5.773184 ∣ 
[  epoch 0009/0030] 4660/4800, lr:5.0e-05 ∣ avg_100 : 5.772945 ∣ l2loss : 5.770427 ∣ 
[  epoch 0009/0030] 4670/4800, lr:5.0e-05 ∣ avg_100 : 5.770909 ∣ l2loss : 5.473581 ∣ 
[  epoch 0009/0030] 4680/4800, lr:5.0e-05 ∣ avg_100 : 5.770587 ∣ l2loss : 5.804226 ∣ 
[  epoch 0009/0030] 4690/4800, lr:5.0e-05 ∣ avg_100 : 5.771021 ∣ l2loss : 5.768266 ∣ 
[  epoch 0009/0030] 4700/4800, lr:5.0e-05 ∣ avg_100 : 5.767623 ∣ l2loss : 5.675119 ∣ 
[  epoch 0009/0030] 4710/4800, lr:5.0e-05 ∣ avg_100 : 5.772218 ∣ l2loss : 6.069864 ∣ 
[  epoch 0009/0030] 4720/4800, lr:5.0e-05 ∣ avg_100 : 5.772784 ∣ l2loss : 5.727389 ∣ 
[  epoch 0009/0030] 4730/4800, lr:5.0e-05 ∣ avg_100 : 5.769557 ∣ l2loss : 5.754562 ∣ 
[  epoch 0009/0030] 4740/4800, lr:5.0e-05 ∣ avg_100 : 5.767469 ∣ l2loss : 5.726057 ∣ 
[  epoch 0009/0030] 4750/4800, lr:5.0e-05 ∣ avg_100 : 5.765655 ∣ l2loss : 5.507296 ∣ 
[  epoch 0009/0030] 4760/4800, lr:5.0e-05 ∣ avg_100 : 5.766676 ∣ l2loss : 5.887741 ∣ 
[  epoch 0009/0030] 4770/4800, lr:5.0e-05 ∣ avg_100 : 5.768443 ∣ l2loss : 5.950858 ∣ 
[  epoch 0009/0030] 4780/4800, lr:5.0e-05 ∣ avg_100 : 5.774055 ∣ l2loss : 5.975225 ∣ 
[  epoch 0009/0030] 4790/4800, lr:5.0e-05 ∣ avg_100 : 5.772252 ∣ l2loss : 5.587876 ∣ 
[  epoch 0009/0030] 4800/4800, lr:5.0e-05 ∣ avg_100 : 5.774178 ∣ l2loss : 5.924206 ∣ 
[    val 009    ] Done! PSNR : 36.70 dB, SSIM : 0.928total: 22:53:56                    
[  epoch 0010/0030] 0010/4800, lr:5.0e-05 ∣ avg_100 : 5.773585 ∣ l2loss : 5.566949 ∣ 
[  epoch 0010/0030] 0020/4800, lr:5.0e-05 ∣ avg_100 : 5.771220 ∣ l2loss : 5.724284 ∣ 
[  epoch 0010/0030] 0030/4800, lr:5.0e-05 ∣ avg_100 : 5.772991 ∣ l2loss : 5.920170 ∣ 
[  epoch 0010/0030] 0040/4800, lr:5.0e-05 ∣ avg_100 : 5.769073 ∣ l2loss : 5.421947 ∣ 
[  epoch 0010/0030] 0050/4800, lr:5.0e-05 ∣ avg_100 : 5.767757 ∣ l2loss : 5.626257 ∣ 
[  epoch 0010/0030] 0060/4800, lr:5.0e-05 ∣ avg_100 : 5.771168 ∣ l2loss : 5.907686 ∣ 
[  epoch 0010/0030] 0070/4800, lr:5.0e-05 ∣ avg_100 : 5.772356 ∣ l2loss : 5.799190 ∣ 
[  epoch 0010/0030] 0080/4800, lr:5.0e-05 ∣ avg_100 : 5.772024 ∣ l2loss : 5.775241 ∣ 
[  epoch 0010/0030] 0090/4800, lr:5.0e-05 ∣ avg_100 : 5.768790 ∣ l2loss : 5.664288 ∣ 
[  epoch 0010/0030] 0100/4800, lr:5.0e-05 ∣ avg_100 : 5.764495 ∣ l2loss : 5.511638 ∣ 
[  epoch 0010/0030] 0110/4800, lr:5.0e-05 ∣ avg_100 : 5.763506 ∣ l2loss : 5.540896 ∣ 
[  epoch 0010/0030] 0120/4800, lr:5.0e-05 ∣ avg_100 : 5.762002 ∣ l2loss : 5.746885 ∣ 
[  epoch 0010/0030] 0130/4800, lr:5.0e-05 ∣ avg_100 : 5.761216 ∣ l2loss : 5.632982 ∣ 
[  epoch 0010/0030] 0140/4800, lr:5.0e-05 ∣ avg_100 : 5.762294 ∣ l2loss : 5.781355 ∣ 
[  epoch 0010/0030] 0150/4800, lr:5.0e-05 ∣ avg_100 : 5.762325 ∣ l2loss : 5.807671 ∣ 
[  epoch 0010/0030] 0160/4800, lr:5.0e-05 ∣ avg_100 : 5.764527 ∣ l2loss : 5.967884 ∣ 
[  epoch 0010/0030] 0170/4800, lr:5.0e-05 ∣ avg_100 : 5.761406 ∣ l2loss : 5.640516 ∣ 
[  epoch 0010/0030] 0180/4800, lr:5.0e-05 ∣ avg_100 : 5.762784 ∣ l2loss : 6.001679 ∣ 
[  epoch 0010/0030] 0190/4800, lr:5.0e-05 ∣ avg_100 : 5.761505 ∣ l2loss : 5.535895 ∣ 
[  epoch 0010/0030] 0200/4800, lr:5.0e-05 ∣ avg_100 : 5.759251 ∣ l2loss : 5.587336 ∣ 
[  epoch 0010/0030] 0210/4800, lr:5.0e-05 ∣ avg_100 : 5.758919 ∣ l2loss : 5.816675 ∣ 
[  epoch 0010/0030] 0220/4800, lr:5.0e-05 ∣ avg_100 : 5.758656 ∣ l2loss : 5.559838 ∣ 
[  epoch 0010/0030] 0230/4800, lr:5.0e-05 ∣ avg_100 : 5.757063 ∣ l2loss : 5.659423 ∣ 
[  epoch 0010/0030] 0240/4800, lr:5.0e-05 ∣ avg_100 : 5.754203 ∣ l2loss : 5.546887 ∣ 
[  epoch 0010/0030] 0250/4800, lr:5.0e-05 ∣ avg_100 : 5.756202 ∣ l2loss : 5.745405 ∣ 
[  epoch 0010/0030] 0260/4800, lr:5.0e-05 ∣ avg_100 : 5.757860 ∣ l2loss : 5.597976 ∣ 
[  epoch 0010/0030] 0270/4800, lr:5.0e-05 ∣ avg_100 : 5.758843 ∣ l2loss : 5.929934 ∣ 
[  epoch 0010/0030] 0280/4800, lr:5.0e-05 ∣ avg_100 : 5.757037 ∣ l2loss : 5.712722 ∣ 
[  epoch 0010/0030] 0290/4800, lr:5.0e-05 ∣ avg_100 : 5.758419 ∣ l2loss : 5.787242 ∣ 
[  epoch 0010/0030] 0300/4800, lr:5.0e-05 ∣ avg_100 : 5.755683 ∣ l2loss : 5.578776 ∣ 
[  epoch 0010/0030] 0310/4800, lr:5.0e-05 ∣ avg_100 : 5.753639 ∣ l2loss : 5.655486 ∣ 
[  epoch 0010/0030] 0320/4800, lr:5.0e-05 ∣ avg_100 : 5.752753 ∣ l2loss : 5.723064 ∣ 
[  epoch 0010/0030] 0330/4800, lr:5.0e-05 ∣ avg_100 : 5.752635 ∣ l2loss : 5.776464 ∣ 
[  epoch 0010/0030] 0340/4800, lr:5.0e-05 ∣ avg_100 : 5.750150 ∣ l2loss : 5.459812 ∣ 
[  epoch 0010/0030] 0350/4800, lr:5.0e-05 ∣ avg_100 : 5.749717 ∣ l2loss : 5.916205 ∣ 
[  epoch 0010/0030] 0360/4800, lr:5.0e-05 ∣ avg_100 : 5.747473 ∣ l2loss : 5.556777 ∣ 
[  epoch 0010/0030] 0370/4800, lr:5.0e-05 ∣ avg_100 : 5.748469 ∣ l2loss : 5.837329 ∣ 
[  epoch 0010/0030] 0380/4800, lr:5.0e-05 ∣ avg_100 : 5.749256 ∣ l2loss : 5.780759 ∣ 
[  epoch 0010/0030] 0390/4800, lr:5.0e-05 ∣ avg_100 : 5.751332 ∣ l2loss : 6.089023 ∣ 
[  epoch 0010/0030] 0400/4800, lr:5.0e-05 ∣ avg_100 : 5.755196 ∣ l2loss : 6.133987 ∣ 
[  epoch 0010/0030] 0410/4800, lr:5.0e-05 ∣ avg_100 : 5.751895 ∣ l2loss : 5.784385 ∣ 
[  epoch 0010/0030] 0420/4800, lr:5.0e-05 ∣ avg_100 : 5.754149 ∣ l2loss : 5.895337 ∣ 
[  epoch 0010/0030] 0430/4800, lr:5.0e-05 ∣ avg_100 : 5.754418 ∣ l2loss : 5.687675 ∣ 
[  epoch 0010/0030] 0440/4800, lr:5.0e-05 ∣ avg_100 : 5.753429 ∣ l2loss : 5.630476 ∣ 
[  epoch 0010/0030] 0450/4800, lr:5.0e-05 ∣ avg_100 : 5.751993 ∣ l2loss : 5.783069 ∣ 
[  epoch 0010/0030] 0460/4800, lr:5.0e-05 ∣ avg_100 : 5.750539 ∣ l2loss : 5.748972 ∣ 
[  epoch 0010/0030] 0470/4800, lr:5.0e-05 ∣ avg_100 : 5.752988 ∣ l2loss : 5.871430 ∣ 
[  epoch 0010/0030] 0480/4800, lr:5.0e-05 ∣ avg_100 : 5.753367 ∣ l2loss : 5.702172 ∣ 
[  epoch 0010/0030] 0490/4800, lr:5.0e-05 ∣ avg_100 : 5.753987 ∣ l2loss : 5.809036 ∣ 
[  epoch 0010/0030] 0500/4800, lr:5.0e-05 ∣ avg_100 : 5.750048 ∣ l2loss : 5.474715 ∣ 
[  epoch 0010/0030] 0510/4800, lr:5.0e-05 ∣ avg_100 : 5.748304 ∣ l2loss : 5.968196 ∣ 
[  epoch 0010/0030] 0520/4800, lr:5.0e-05 ∣ avg_100 : 5.746791 ∣ l2loss : 5.813961 ∣ 
[  epoch 0010/0030] 0530/4800, lr:5.0e-05 ∣ avg_100 : 5.747737 ∣ l2loss : 6.023253 ∣ 
[  epoch 0010/0030] 0540/4800, lr:5.0e-05 ∣ avg_100 : 5.746722 ∣ l2loss : 5.759955 ∣ 
[  epoch 0010/0030] 0550/4800, lr:5.0e-05 ∣ avg_100 : 5.746688 ∣ l2loss : 5.670723 ∣ 
[  epoch 0010/0030] 0560/4800, lr:5.0e-05 ∣ avg_100 : 5.745768 ∣ l2loss : 5.802046 ∣ 
[  epoch 0010/0030] 0570/4800, lr:5.0e-05 ∣ avg_100 : 5.749178 ∣ l2loss : 5.789493 ∣ 
[  epoch 0010/0030] 0580/4800, lr:5.0e-05 ∣ avg_100 : 5.748735 ∣ l2loss : 6.000168 ∣ 
[  epoch 0010/0030] 0590/4800, lr:5.0e-05 ∣ avg_100 : 5.750402 ∣ l2loss : 5.751003 ∣ 
[  epoch 0010/0030] 0600/4800, lr:5.0e-05 ∣ avg_100 : 5.749792 ∣ l2loss : 5.778931 ∣ 
[  epoch 0010/0030] 0610/4800, lr:5.0e-05 ∣ avg_100 : 5.752929 ∣ l2loss : 5.835141 ∣ 
[  epoch 0010/0030] 0620/4800, lr:5.0e-05 ∣ avg_100 : 5.751070 ∣ l2loss : 5.707994 ∣ 
[  epoch 0010/0030] 0630/4800, lr:5.0e-05 ∣ avg_100 : 5.750596 ∣ l2loss : 5.800435 ∣ 
[  epoch 0010/0030] 0640/4800, lr:5.0e-05 ∣ avg_100 : 5.752842 ∣ l2loss : 5.829414 ∣ 
[  epoch 0010/0030] 0650/4800, lr:5.0e-05 ∣ avg_100 : 5.751725 ∣ l2loss : 5.752904 ∣ 
[  epoch 0010/0030] 0660/4800, lr:5.0e-05 ∣ avg_100 : 5.751460 ∣ l2loss : 5.743483 ∣ 
[  epoch 0010/0030] 0670/4800, lr:5.0e-05 ∣ avg_100 : 5.752067 ∣ l2loss : 5.920837 ∣ 
[  epoch 0010/0030] 0680/4800, lr:5.0e-05 ∣ avg_100 : 5.756057 ∣ l2loss : 5.777545 ∣ 
[  epoch 0010/0030] 0690/4800, lr:5.0e-05 ∣ avg_100 : 5.756272 ∣ l2loss : 5.836579 ∣ 
[  epoch 0010/0030] 0700/4800, lr:5.0e-05 ∣ avg_100 : 5.755631 ∣ l2loss : 5.409833 ∣ 
[  epoch 0010/0030] 0710/4800, lr:5.0e-05 ∣ avg_100 : 5.757167 ∣ l2loss : 5.886803 ∣ 
[  epoch 0010/0030] 0720/4800, lr:5.0e-05 ∣ avg_100 : 5.755940 ∣ l2loss : 5.447854 ∣ 
[  epoch 0010/0030] 0730/4800, lr:5.0e-05 ∣ avg_100 : 5.754467 ∣ l2loss : 5.512222 ∣ 
[  epoch 0010/0030] 0740/4800, lr:5.0e-05 ∣ avg_100 : 5.755225 ∣ l2loss : 5.791604 ∣ 
[  epoch 0010/0030] 0750/4800, lr:5.0e-05 ∣ avg_100 : 5.755530 ∣ l2loss : 5.919408 ∣ 
[  epoch 0010/0030] 0760/4800, lr:5.0e-05 ∣ avg_100 : 5.755829 ∣ l2loss : 5.667918 ∣ 
[  epoch 0010/0030] 0770/4800, lr:5.0e-05 ∣ avg_100 : 5.755787 ∣ l2loss : 5.988183 ∣ 
[  epoch 0010/0030] 0780/4800, lr:5.0e-05 ∣ avg_100 : 5.753105 ∣ l2loss : 5.716723 ∣ 
[  epoch 0010/0030] 0790/4800, lr:5.0e-05 ∣ avg_100 : 5.754944 ∣ l2loss : 5.843793 ∣ 
[  epoch 0010/0030] 0800/4800, lr:5.0e-05 ∣ avg_100 : 5.752004 ∣ l2loss : 5.621330 ∣ 
[  epoch 0010/0030] 0810/4800, lr:5.0e-05 ∣ avg_100 : 5.749666 ∣ l2loss : 5.623544 ∣ 
[  epoch 0010/0030] 0820/4800, lr:5.0e-05 ∣ avg_100 : 5.749061 ∣ l2loss : 5.723607 ∣ 
[  epoch 0010/0030] 0830/4800, lr:5.0e-05 ∣ avg_100 : 5.747977 ∣ l2loss : 5.599292 ∣ 
[  epoch 0010/0030] 0840/4800, lr:5.0e-05 ∣ avg_100 : 5.748881 ∣ l2loss : 5.786214 ∣ 
[  epoch 0010/0030] 0850/4800, lr:5.0e-05 ∣ avg_100 : 5.748610 ∣ l2loss : 5.746166 ∣ 
[  epoch 0010/0030] 0860/4800, lr:5.0e-05 ∣ avg_100 : 5.748509 ∣ l2loss : 5.760291 ∣ 
[  epoch 0010/0030] 0870/4800, lr:5.0e-05 ∣ avg_100 : 5.750610 ∣ l2loss : 5.683659 ∣ 
[  epoch 0010/0030] 0880/4800, lr:5.0e-05 ∣ avg_100 : 5.747303 ∣ l2loss : 5.473580 ∣ 
[  epoch 0010/0030] 0890/4800, lr:5.0e-05 ∣ avg_100 : 5.746671 ∣ l2loss : 5.705074 ∣ 
[  epoch 0010/0030] 0900/4800, lr:5.0e-05 ∣ avg_100 : 5.746463 ∣ l2loss : 5.654247 ∣ 
[  epoch 0010/0030] 0910/4800, lr:5.0e-05 ∣ avg_100 : 5.741112 ∣ l2loss : 5.534756 ∣ 
[  epoch 0010/0030] 0920/4800, lr:5.0e-05 ∣ avg_100 : 5.743074 ∣ l2loss : 5.923585 ∣ 
[  epoch 0010/0030] 0930/4800, lr:5.0e-05 ∣ avg_100 : 5.743693 ∣ l2loss : 5.816471 ∣ 
[  epoch 0010/0030] 0940/4800, lr:5.0e-05 ∣ avg_100 : 5.742571 ∣ l2loss : 5.613864 ∣ 
[  epoch 0010/0030] 0950/4800, lr:5.0e-05 ∣ avg_100 : 5.745769 ∣ l2loss : 5.827148 ∣ 
[  epoch 0010/0030] 0960/4800, lr:5.0e-05 ∣ avg_100 : 5.744850 ∣ l2loss : 5.795805 ∣ 
[  epoch 0010/0030] 0970/4800, lr:5.0e-05 ∣ avg_100 : 5.741882 ∣ l2loss : 5.654013 ∣ 
[  epoch 0010/0030] 0980/4800, lr:5.0e-05 ∣ avg_100 : 5.738305 ∣ l2loss : 5.617589 ∣ 
[  epoch 0010/0030] 0990/4800, lr:5.0e-05 ∣ avg_100 : 5.739709 ∣ l2loss : 5.728214 ∣ 
[  epoch 0010/0030] 1000/4800, lr:5.0e-05 ∣ avg_100 : 5.735976 ∣ l2loss : 5.550928 ∣ 
[  epoch 0010/0030] 1010/4800, lr:5.0e-05 ∣ avg_100 : 5.737531 ∣ l2loss : 5.722422 ∣ 
[  epoch 0010/0030] 1020/4800, lr:5.0e-05 ∣ avg_100 : 5.735860 ∣ l2loss : 5.557262 ∣ 
[  epoch 0010/0030] 1030/4800, lr:5.0e-05 ∣ avg_100 : 5.733811 ∣ l2loss : 5.715197 ∣ 
[  epoch 0010/0030] 1040/4800, lr:5.0e-05 ∣ avg_100 : 5.736574 ∣ l2loss : 5.698312 ∣ 
[  epoch 0010/0030] 1050/4800, lr:5.0e-05 ∣ avg_100 : 5.737025 ∣ l2loss : 5.671362 ∣ 
[  epoch 0010/0030] 1060/4800, lr:5.0e-05 ∣ avg_100 : 5.736863 ∣ l2loss : 5.891490 ∣ 
[  epoch 0010/0030] 1070/4800, lr:5.0e-05 ∣ avg_100 : 5.735598 ∣ l2loss : 5.672675 ∣ 
[  epoch 0010/0030] 1080/4800, lr:5.0e-05 ∣ avg_100 : 5.736165 ∣ l2loss : 5.831964 ∣ 
[  epoch 0010/0030] 1090/4800, lr:5.0e-05 ∣ avg_100 : 5.737851 ∣ l2loss : 5.832806 ∣ 
[  epoch 0010/0030] 1100/4800, lr:5.0e-05 ∣ avg_100 : 5.739171 ∣ l2loss : 5.643636 ∣ 
[  epoch 0010/0030] 1110/4800, lr:5.0e-05 ∣ avg_100 : 5.741362 ∣ l2loss : 5.760033 ∣ 
[  epoch 0010/0030] 1120/4800, lr:5.0e-05 ∣ avg_100 : 5.741862 ∣ l2loss : 5.796931 ∣ 
[  epoch 0010/0030] 1130/4800, lr:5.0e-05 ∣ avg_100 : 5.743023 ∣ l2loss : 5.749027 ∣ 
[  epoch 0010/0030] 1140/4800, lr:5.0e-05 ∣ avg_100 : 5.742519 ∣ l2loss : 5.730933 ∣ 
[  epoch 0010/0030] 1150/4800, lr:5.0e-05 ∣ avg_100 : 5.743154 ∣ l2loss : 5.871200 ∣ 
[  epoch 0010/0030] 1160/4800, lr:5.0e-05 ∣ avg_100 : 5.743202 ∣ l2loss : 5.972716 ∣ 
[  epoch 0010/0030] 1170/4800, lr:5.0e-05 ∣ avg_100 : 5.740343 ∣ l2loss : 5.354612 ∣ 
[  epoch 0010/0030] 1180/4800, lr:5.0e-05 ∣ avg_100 : 5.740942 ∣ l2loss : 6.061577 ∣ 
[  epoch 0010/0030] 1190/4800, lr:5.0e-05 ∣ avg_100 : 5.742404 ∣ l2loss : 5.682078 ∣ 
[  epoch 0010/0030] 1200/4800, lr:5.0e-05 ∣ avg_100 : 5.744006 ∣ l2loss : 5.747532 ∣ 
[  epoch 0010/0030] 1210/4800, lr:5.0e-05 ∣ avg_100 : 5.743375 ∣ l2loss : 5.753592 ∣ 
[  epoch 0010/0030] 1220/4800, lr:5.0e-05 ∣ avg_100 : 5.744845 ∣ l2loss : 5.706871 ∣ 
[  epoch 0010/0030] 1230/4800, lr:5.0e-05 ∣ avg_100 : 5.745295 ∣ l2loss : 5.704363 ∣ 
[  epoch 0010/0030] 1240/4800, lr:5.0e-05 ∣ avg_100 : 5.745740 ∣ l2loss : 5.591363 ∣ 
[  epoch 0010/0030] 1250/4800, lr:5.0e-05 ∣ avg_100 : 5.744570 ∣ l2loss : 5.628423 ∣ 
[  epoch 0010/0030] 1260/4800, lr:5.0e-05 ∣ avg_100 : 5.746239 ∣ l2loss : 5.764922 ∣ 
[  epoch 0010/0030] 1270/4800, lr:5.0e-05 ∣ avg_100 : 5.741553 ∣ l2loss : 5.461330 ∣ 
[  epoch 0010/0030] 1280/4800, lr:5.0e-05 ∣ avg_100 : 5.741156 ∣ l2loss : 5.673005 ∣ 
[  epoch 0010/0030] 1290/4800, lr:5.0e-05 ∣ avg_100 : 5.742105 ∣ l2loss : 5.882187 ∣ 
[  epoch 0010/0030] 1300/4800, lr:5.0e-05 ∣ avg_100 : 5.744934 ∣ l2loss : 5.861610 ∣ 
[  epoch 0010/0030] 1310/4800, lr:5.0e-05 ∣ avg_100 : 5.747179 ∣ l2loss : 5.880028 ∣ 
[  epoch 0010/0030] 1320/4800, lr:5.0e-05 ∣ avg_100 : 5.746126 ∣ l2loss : 5.617707 ∣ 
[  epoch 0010/0030] 1330/4800, lr:5.0e-05 ∣ avg_100 : 5.744353 ∣ l2loss : 5.599174 ∣ 
[  epoch 0010/0030] 1340/4800, lr:5.0e-05 ∣ avg_100 : 5.747163 ∣ l2loss : 5.740873 ∣ 
[  epoch 0010/0030] 1350/4800, lr:5.0e-05 ∣ avg_100 : 5.745678 ∣ l2loss : 5.767665 ∣ 
[  epoch 0010/0030] 1360/4800, lr:5.0e-05 ∣ avg_100 : 5.744897 ∣ l2loss : 5.478712 ∣ 
[  epoch 0010/0030] 1370/4800, lr:5.0e-05 ∣ avg_100 : 5.741994 ∣ l2loss : 5.546973 ∣ 
[  epoch 0010/0030] 1380/4800, lr:5.0e-05 ∣ avg_100 : 5.742205 ∣ l2loss : 5.801884 ∣ 
[  epoch 0010/0030] 1390/4800, lr:5.0e-05 ∣ avg_100 : 5.740159 ∣ l2loss : 5.884413 ∣ 
[  epoch 0010/0030] 1400/4800, lr:5.0e-05 ∣ avg_100 : 5.737463 ∣ l2loss : 5.864440 ∣ 
[  epoch 0010/0030] 1410/4800, lr:5.0e-05 ∣ avg_100 : 5.738171 ∣ l2loss : 5.855114 ∣ 
[  epoch 0010/0030] 1420/4800, lr:5.0e-05 ∣ avg_100 : 5.735900 ∣ l2loss : 5.668271 ∣ 
[  epoch 0010/0030] 1430/4800, lr:5.0e-05 ∣ avg_100 : 5.737079 ∣ l2loss : 5.805522 ∣ 
[  epoch 0010/0030] 1440/4800, lr:5.0e-05 ∣ avg_100 : 5.737692 ∣ l2loss : 5.691830 ∣ 
[  epoch 0010/0030] 1450/4800, lr:5.0e-05 ∣ avg_100 : 5.736752 ∣ l2loss : 5.689101 ∣ 
[  epoch 0010/0030] 1460/4800, lr:5.0e-05 ∣ avg_100 : 5.735105 ∣ l2loss : 5.584276 ∣ 
[  epoch 0010/0030] 1470/4800, lr:5.0e-05 ∣ avg_100 : 5.733718 ∣ l2loss : 5.732663 ∣ 
[  epoch 0010/0030] 1480/4800, lr:5.0e-05 ∣ avg_100 : 5.733734 ∣ l2loss : 5.703783 ∣ 
[  epoch 0010/0030] 1490/4800, lr:5.0e-05 ∣ avg_100 : 5.732031 ∣ l2loss : 5.638719 ∣ 
[  epoch 0010/0030] 1500/4800, lr:5.0e-05 ∣ avg_100 : 5.734951 ∣ l2loss : 5.766780 ∣ 
[  epoch 0010/0030] 1510/4800, lr:5.0e-05 ∣ avg_100 : 5.732796 ∣ l2loss : 5.752641 ∣ 
[  epoch 0010/0030] 1520/4800, lr:5.0e-05 ∣ avg_100 : 5.730755 ∣ l2loss : 5.609859 ∣ 
[  epoch 0010/0030] 1530/4800, lr:5.0e-05 ∣ avg_100 : 5.727980 ∣ l2loss : 5.745753 ∣ 
[  epoch 0010/0030] 1540/4800, lr:5.0e-05 ∣ avg_100 : 5.726140 ∣ l2loss : 5.575941 ∣ 
[  epoch 0010/0030] 1550/4800, lr:5.0e-05 ∣ avg_100 : 5.726585 ∣ l2loss : 5.715247 ∣ 
[  epoch 0010/0030] 1560/4800, lr:5.0e-05 ∣ avg_100 : 5.725725 ∣ l2loss : 5.716018 ∣ 
[  epoch 0010/0030] 1570/4800, lr:5.0e-05 ∣ avg_100 : 5.724067 ∣ l2loss : 5.623752 ∣ 
[  epoch 0010/0030] 1580/4800, lr:5.0e-05 ∣ avg_100 : 5.718802 ∣ l2loss : 5.473656 ∣ 
[  epoch 0010/0030] 1590/4800, lr:5.0e-05 ∣ avg_100 : 5.719086 ∣ l2loss : 5.779392 ∣ 
[  epoch 0010/0030] 1600/4800, lr:5.0e-05 ∣ avg_100 : 5.717977 ∣ l2loss : 5.668071 ∣ 
[  epoch 0010/0030] 1610/4800, lr:5.0e-05 ∣ avg_100 : 5.716973 ∣ l2loss : 5.734712 ∣ 
[  epoch 0010/0030] 1620/4800, lr:5.0e-05 ∣ avg_100 : 5.715286 ∣ l2loss : 5.539233 ∣ 
[  epoch 0010/0030] 1630/4800, lr:5.0e-05 ∣ avg_100 : 5.716391 ∣ l2loss : 5.911000 ∣ 
[  epoch 0010/0030] 1640/4800, lr:5.0e-05 ∣ avg_100 : 5.717520 ∣ l2loss : 5.942278 ∣ 
[  epoch 0010/0030] 1650/4800, lr:5.0e-05 ∣ avg_100 : 5.716439 ∣ l2loss : 5.644780 ∣ 
[  epoch 0010/0030] 1660/4800, lr:5.0e-05 ∣ avg_100 : 5.716642 ∣ l2loss : 5.763857 ∣ 
[  epoch 0010/0030] 1670/4800, lr:5.0e-05 ∣ avg_100 : 5.712461 ∣ l2loss : 5.502731 ∣ 
[  epoch 0010/0030] 1680/4800, lr:5.0e-05 ∣ avg_100 : 5.713155 ∣ l2loss : 5.846915 ∣ 
[  epoch 0010/0030] 1690/4800, lr:5.0e-05 ∣ avg_100 : 5.710748 ∣ l2loss : 5.595883 ∣ 
[  epoch 0010/0030] 1700/4800, lr:5.0e-05 ∣ avg_100 : 5.713437 ∣ l2loss : 5.678779 ∣ 
[  epoch 0010/0030] 1710/4800, lr:5.0e-05 ∣ avg_100 : 5.713980 ∣ l2loss : 5.941049 ∣ 
[  epoch 0010/0030] 1720/4800, lr:5.0e-05 ∣ avg_100 : 5.717272 ∣ l2loss : 5.777045 ∣ 
[  epoch 0010/0030] 1730/4800, lr:5.0e-05 ∣ avg_100 : 5.719598 ∣ l2loss : 5.744796 ∣ 
[  epoch 0010/0030] 1740/4800, lr:5.0e-05 ∣ avg_100 : 5.718657 ∣ l2loss : 5.697588 ∣ 
[  epoch 0010/0030] 1750/4800, lr:5.0e-05 ∣ avg_100 : 5.714074 ∣ l2loss : 5.461027 ∣ 
[  epoch 0010/0030] 1760/4800, lr:5.0e-05 ∣ avg_100 : 5.712998 ∣ l2loss : 5.560353 ∣ 
[  epoch 0010/0030] 1770/4800, lr:5.0e-05 ∣ avg_100 : 5.712618 ∣ l2loss : 5.950159 ∣ 
[  epoch 0010/0030] 1780/4800, lr:5.0e-05 ∣ avg_100 : 5.711415 ∣ l2loss : 5.596469 ∣ 
[  epoch 0010/0030] 1790/4800, lr:5.0e-05 ∣ avg_100 : 5.710968 ∣ l2loss : 5.799108 ∣ 
[  epoch 0010/0030] 1800/4800, lr:5.0e-05 ∣ avg_100 : 5.711738 ∣ l2loss : 5.698268 ∣ 
[  epoch 0010/0030] 1810/4800, lr:5.0e-05 ∣ avg_100 : 5.709901 ∣ l2loss : 5.439842 ∣ 
[  epoch 0010/0030] 1820/4800, lr:5.0e-05 ∣ avg_100 : 5.708646 ∣ l2loss : 5.598190 ∣ 
[  epoch 0010/0030] 1830/4800, lr:5.0e-05 ∣ avg_100 : 5.710949 ∣ l2loss : 5.829561 ∣ 
[  epoch 0010/0030] 1840/4800, lr:5.0e-05 ∣ avg_100 : 5.709331 ∣ l2loss : 5.624396 ∣ 
[  epoch 0010/0030] 1850/4800, lr:5.0e-05 ∣ avg_100 : 5.708523 ∣ l2loss : 5.665400 ∣ 
[  epoch 0010/0030] 1860/4800, lr:5.0e-05 ∣ avg_100 : 5.707758 ∣ l2loss : 5.683750 ∣ 
[  epoch 0010/0030] 1870/4800, lr:5.0e-05 ∣ avg_100 : 5.707067 ∣ l2loss : 5.614566 ∣ 
[  epoch 0010/0030] 1880/4800, lr:5.0e-05 ∣ avg_100 : 5.709163 ∣ l2loss : 5.683160 ∣ 
[  epoch 0010/0030] 1890/4800, lr:5.0e-05 ∣ avg_100 : 5.710977 ∣ l2loss : 5.886529 ∣ 
[  epoch 0010/0030] 1900/4800, lr:5.0e-05 ∣ avg_100 : 5.713024 ∣ l2loss : 5.858864 ∣ 
[  epoch 0010/0030] 1910/4800, lr:5.0e-05 ∣ avg_100 : 5.716397 ∣ l2loss : 5.872140 ∣ 
[  epoch 0010/0030] 1920/4800, lr:5.0e-05 ∣ avg_100 : 5.714926 ∣ l2loss : 5.776480 ∣ 
[  epoch 0010/0030] 1930/4800, lr:5.0e-05 ∣ avg_100 : 5.710858 ∣ l2loss : 5.409672 ∣ 
[  epoch 0010/0030] 1940/4800, lr:5.0e-05 ∣ avg_100 : 5.709669 ∣ l2loss : 5.494969 ∣ 
[  epoch 0010/0030] 1950/4800, lr:5.0e-05 ∣ avg_100 : 5.706519 ∣ l2loss : 5.512159 ∣ 
[  epoch 0010/0030] 1960/4800, lr:5.0e-05 ∣ avg_100 : 5.706134 ∣ l2loss : 5.757280 ∣ 
[  epoch 0010/0030] 1970/4800, lr:5.0e-05 ∣ avg_100 : 5.705691 ∣ l2loss : 5.609702 ∣ 
[  epoch 0010/0030] 1980/4800, lr:5.0e-05 ∣ avg_100 : 5.704589 ∣ l2loss : 5.507425 ∣ 
[  epoch 0010/0030] 1990/4800, lr:5.0e-05 ∣ avg_100 : 5.703644 ∣ l2loss : 5.633636 ∣ 
[  epoch 0010/0030] 2000/4800, lr:5.0e-05 ∣ avg_100 : 5.702566 ∣ l2loss : 5.443114 ∣ 
[  epoch 0010/0030] 2010/4800, lr:5.0e-05 ∣ avg_100 : 5.701187 ∣ l2loss : 5.584614 ∣ 
[  epoch 0010/0030] 2020/4800, lr:5.0e-05 ∣ avg_100 : 5.704435 ∣ l2loss : 5.881972 ∣ 
[  epoch 0010/0030] 2030/4800, lr:5.0e-05 ∣ avg_100 : 5.703779 ∣ l2loss : 5.649615 ∣ 
[  epoch 0010/0030] 2040/4800, lr:5.0e-05 ∣ avg_100 : 5.704147 ∣ l2loss : 5.735181 ∣ 
[  epoch 0010/0030] 2050/4800, lr:5.0e-05 ∣ avg_100 : 5.705794 ∣ l2loss : 5.836062 ∣ 
[  epoch 0010/0030] 2060/4800, lr:5.0e-05 ∣ avg_100 : 5.703524 ∣ l2loss : 5.664421 ∣ 
[  epoch 0010/0030] 2070/4800, lr:5.0e-05 ∣ avg_100 : 5.702438 ∣ l2loss : 5.564120 ∣ 
[  epoch 0010/0030] 2080/4800, lr:5.0e-05 ∣ avg_100 : 5.704123 ∣ l2loss : 6.000460 ∣ 
[  epoch 0010/0030] 2090/4800, lr:5.0e-05 ∣ avg_100 : 5.702497 ∣ l2loss : 5.670164 ∣ 
[  epoch 0010/0030] 2100/4800, lr:5.0e-05 ∣ avg_100 : 5.704385 ∣ l2loss : 5.832490 ∣ 
[  epoch 0010/0030] 2110/4800, lr:5.0e-05 ∣ avg_100 : 5.703444 ∣ l2loss : 5.665890 ∣ 
[  epoch 0010/0030] 2120/4800, lr:5.0e-05 ∣ avg_100 : 5.701329 ∣ l2loss : 5.585486 ∣ 
[  epoch 0010/0030] 2130/4800, lr:5.0e-05 ∣ avg_100 : 5.700095 ∣ l2loss : 5.625545 ∣ 
[  epoch 0010/0030] 2140/4800, lr:5.0e-05 ∣ avg_100 : 5.700906 ∣ l2loss : 5.812046 ∣ 
[  epoch 0010/0030] 2150/4800, lr:5.0e-05 ∣ avg_100 : 5.697804 ∣ l2loss : 5.560995 ∣ 
[  epoch 0010/0030] 2160/4800, lr:5.0e-05 ∣ avg_100 : 5.696053 ∣ l2loss : 5.797603 ∣ 
[  epoch 0010/0030] 2170/4800, lr:5.0e-05 ∣ avg_100 : 5.699093 ∣ l2loss : 5.658672 ∣ 
[  epoch 0010/0030] 2180/4800, lr:5.0e-05 ∣ avg_100 : 5.696361 ∣ l2loss : 5.788318 ∣ 
[  epoch 0010/0030] 2190/4800, lr:5.0e-05 ∣ avg_100 : 5.697604 ∣ l2loss : 5.806443 ∣ 
[  epoch 0010/0030] 2200/4800, lr:5.0e-05 ∣ avg_100 : 5.697269 ∣ l2loss : 5.714061 ∣ 
[  epoch 0010/0030] 2210/4800, lr:5.0e-05 ∣ avg_100 : 5.697788 ∣ l2loss : 5.805416 ∣ 
[  epoch 0010/0030] 2220/4800, lr:5.0e-05 ∣ avg_100 : 5.698164 ∣ l2loss : 5.744518 ∣ 
[  epoch 0010/0030] 2230/4800, lr:5.0e-05 ∣ avg_100 : 5.698412 ∣ l2loss : 5.729169 ∣ 
[  epoch 0010/0030] 2240/4800, lr:5.0e-05 ∣ avg_100 : 5.700367 ∣ l2loss : 5.786811 ∣ 
[  epoch 0010/0030] 2250/4800, lr:5.0e-05 ∣ avg_100 : 5.699778 ∣ l2loss : 5.569504 ∣ 
[  epoch 0010/0030] 2260/4800, lr:5.0e-05 ∣ avg_100 : 5.699300 ∣ l2loss : 5.717156 ∣ 
[  epoch 0010/0030] 2270/4800, lr:5.0e-05 ∣ avg_100 : 5.698901 ∣ l2loss : 5.421468 ∣ 
[  epoch 0010/0030] 2280/4800, lr:5.0e-05 ∣ avg_100 : 5.698197 ∣ l2loss : 5.602586 ∣ 
[  epoch 0010/0030] 2290/4800, lr:5.0e-05 ∣ avg_100 : 5.694644 ∣ l2loss : 5.526902 ∣ 
[  epoch 0010/0030] 2300/4800, lr:5.0e-05 ∣ avg_100 : 5.691718 ∣ l2loss : 5.569031 ∣ 
[  epoch 0010/0030] 2310/4800, lr:5.0e-05 ∣ avg_100 : 5.691569 ∣ l2loss : 5.865122 ∣ 
[  epoch 0010/0030] 2320/4800, lr:5.0e-05 ∣ avg_100 : 5.691940 ∣ l2loss : 5.654772 ∣ 
[  epoch 0010/0030] 2330/4800, lr:5.0e-05 ∣ avg_100 : 5.688752 ∣ l2loss : 5.280326 ∣ 
[  epoch 0010/0030] 2340/4800, lr:5.0e-05 ∣ avg_100 : 5.688584 ∣ l2loss : 5.724071 ∣ 
[  epoch 0010/0030] 2350/4800, lr:5.0e-05 ∣ avg_100 : 5.686425 ∣ l2loss : 5.551842 ∣ 
[  epoch 0010/0030] 2360/4800, lr:5.0e-05 ∣ avg_100 : 5.688884 ∣ l2loss : 5.724552 ∣ 
[  epoch 0010/0030] 2370/4800, lr:5.0e-05 ∣ avg_100 : 5.688888 ∣ l2loss : 5.547407 ∣ 
[  epoch 0010/0030] 2380/4800, lr:5.0e-05 ∣ avg_100 : 5.689049 ∣ l2loss : 5.818011 ∣ 
[  epoch 0010/0030] 2390/4800, lr:5.0e-05 ∣ avg_100 : 5.684632 ∣ l2loss : 5.442724 ∣ 
[  epoch 0010/0030] 2400/4800, lr:5.0e-05 ∣ avg_100 : 5.682036 ∣ l2loss : 5.604824 ∣ 
[  epoch 0010/0030] 2410/4800, lr:5.0e-05 ∣ avg_100 : 5.679425 ∣ l2loss : 5.593947 ∣ 
[  epoch 0010/0030] 2420/4800, lr:5.0e-05 ∣ avg_100 : 5.677633 ∣ l2loss : 5.489106 ∣ 
[  epoch 0010/0030] 2430/4800, lr:5.0e-05 ∣ avg_100 : 5.675601 ∣ l2loss : 5.602345 ∣ 
[  epoch 0010/0030] 2440/4800, lr:5.0e-05 ∣ avg_100 : 5.675743 ∣ l2loss : 5.706006 ∣ 
[  epoch 0010/0030] 2450/4800, lr:5.0e-05 ∣ avg_100 : 5.677513 ∣ l2loss : 5.866085 ∣ 
[  epoch 0010/0030] 2460/4800, lr:5.0e-05 ∣ avg_100 : 5.676445 ∣ l2loss : 5.477455 ∣ 
[  epoch 0010/0030] 2470/4800, lr:5.0e-05 ∣ avg_100 : 5.674799 ∣ l2loss : 5.568108 ∣ 
[  epoch 0010/0030] 2480/4800, lr:5.0e-05 ∣ avg_100 : 5.676073 ∣ l2loss : 5.831135 ∣ 
[  epoch 0010/0030] 2490/4800, lr:5.0e-05 ∣ avg_100 : 5.679486 ∣ l2loss : 5.980092 ∣ 
[  epoch 0010/0030] 2500/4800, lr:5.0e-05 ∣ avg_100 : 5.678430 ∣ l2loss : 5.661136 ∣ 
[  epoch 0010/0030] 2510/4800, lr:5.0e-05 ∣ avg_100 : 5.675687 ∣ l2loss : 5.478378 ∣ 
[  epoch 0010/0030] 2520/4800, lr:5.0e-05 ∣ avg_100 : 5.674960 ∣ l2loss : 5.537099 ∣ 
[  epoch 0010/0030] 2530/4800, lr:5.0e-05 ∣ avg_100 : 5.677918 ∣ l2loss : 6.041619 ∣ 
[  epoch 0010/0030] 2540/4800, lr:5.0e-05 ∣ avg_100 : 5.678367 ∣ l2loss : 5.620786 ∣ 
[  epoch 0010/0030] 2550/4800, lr:5.0e-05 ∣ avg_100 : 5.679988 ∣ l2loss : 5.877363 ∣ 
[  epoch 0010/0030] 2560/4800, lr:5.0e-05 ∣ avg_100 : 5.678280 ∣ l2loss : 5.545220 ∣ 
[  epoch 0010/0030] 2570/4800, lr:5.0e-05 ∣ avg_100 : 5.682394 ∣ l2loss : 6.035166 ∣ 
[  epoch 0010/0030] 2580/4800, lr:5.0e-05 ∣ avg_100 : 5.686014 ∣ l2loss : 5.835636 ∣ 
[  epoch 0010/0030] 2590/4800, lr:5.0e-05 ∣ avg_100 : 5.686678 ∣ l2loss : 5.845790 ∣ 
[  epoch 0010/0030] 2600/4800, lr:5.0e-05 ∣ avg_100 : 5.685341 ∣ l2loss : 5.534382 ∣ 
[  epoch 0010/0030] 2610/4800, lr:5.0e-05 ∣ avg_100 : 5.685879 ∣ l2loss : 5.788566 ∣ 
[  epoch 0010/0030] 2620/4800, lr:5.0e-05 ∣ avg_100 : 5.687155 ∣ l2loss : 5.666750 ∣ 
[  epoch 0010/0030] 2630/4800, lr:5.0e-05 ∣ avg_100 : 5.684384 ∣ l2loss : 5.633955 ∣ 
[  epoch 0010/0030] 2640/4800, lr:5.0e-05 ∣ avg_100 : 5.680904 ∣ l2loss : 5.594244 ∣ 
[  epoch 0010/0030] 2650/4800, lr:5.0e-05 ∣ avg_100 : 5.683314 ∣ l2loss : 5.885759 ∣ 
[  epoch 0010/0030] 2660/4800, lr:5.0e-05 ∣ avg_100 : 5.686843 ∣ l2loss : 6.116795 ∣ 
[  epoch 0010/0030] 2670/4800, lr:5.0e-05 ∣ avg_100 : 5.689558 ∣ l2loss : 5.774245 ∣ 
[  epoch 0010/0030] 2680/4800, lr:5.0e-05 ∣ avg_100 : 5.689319 ∣ l2loss : 5.822985 ∣ 
[  epoch 0010/0030] 2690/4800, lr:5.0e-05 ∣ avg_100 : 5.689970 ∣ l2loss : 5.661041 ∣ 
[  epoch 0010/0030] 2700/4800, lr:5.0e-05 ∣ avg_100 : 5.693752 ∣ l2loss : 6.056963 ∣ 
[  epoch 0010/0030] 2710/4800, lr:5.0e-05 ∣ avg_100 : 5.690691 ∣ l2loss : 5.634973 ∣ 
[  epoch 0010/0030] 2720/4800, lr:5.0e-05 ∣ avg_100 : 5.687898 ∣ l2loss : 5.497707 ∣ 
[  epoch 0010/0030] 2730/4800, lr:5.0e-05 ∣ avg_100 : 5.687122 ∣ l2loss : 5.667136 ∣ 
[  epoch 0010/0030] 2740/4800, lr:5.0e-05 ∣ avg_100 : 5.688322 ∣ l2loss : 5.817594 ∣ 
[  epoch 0010/0030] 2750/4800, lr:5.0e-05 ∣ avg_100 : 5.692054 ∣ l2loss : 5.834296 ∣ 
[  epoch 0010/0030] 2760/4800, lr:5.0e-05 ∣ avg_100 : 5.693172 ∣ l2loss : 5.672080 ∣ 
[  epoch 0010/0030] 2770/4800, lr:5.0e-05 ∣ avg_100 : 5.689125 ∣ l2loss : 5.545526 ∣ 
[  epoch 0010/0030] 2780/4800, lr:5.0e-05 ∣ avg_100 : 5.689046 ∣ l2loss : 5.588535 ∣ 
[  epoch 0010/0030] 2790/4800, lr:5.0e-05 ∣ avg_100 : 5.688009 ∣ l2loss : 5.695456 ∣ 
[  epoch 0010/0030] 2800/4800, lr:5.0e-05 ∣ avg_100 : 5.685992 ∣ l2loss : 5.496575 ∣ 
[  epoch 0010/0030] 2810/4800, lr:5.0e-05 ∣ avg_100 : 5.690232 ∣ l2loss : 5.863772 ∣ 
[  epoch 0010/0030] 2820/4800, lr:5.0e-05 ∣ avg_100 : 5.691724 ∣ l2loss : 5.747468 ∣ 
[  epoch 0010/0030] 2830/4800, lr:5.0e-05 ∣ avg_100 : 5.691290 ∣ l2loss : 5.786111 ∣ 
[  epoch 0010/0030] 2840/4800, lr:5.0e-05 ∣ avg_100 : 5.692608 ∣ l2loss : 5.756217 ∣ 
[  epoch 0010/0030] 2850/4800, lr:5.0e-05 ∣ avg_100 : 5.692924 ∣ l2loss : 5.697014 ∣ 
[  epoch 0010/0030] 2860/4800, lr:5.0e-05 ∣ avg_100 : 5.693892 ∣ l2loss : 5.780561 ∣ 
[  epoch 0010/0030] 2870/4800, lr:5.0e-05 ∣ avg_100 : 5.694542 ∣ l2loss : 5.679501 ∣ 
[  epoch 0010/0030] 2880/4800, lr:5.0e-05 ∣ avg_100 : 5.691037 ∣ l2loss : 5.332646 ∣ 
[  epoch 0010/0030] 2890/4800, lr:5.0e-05 ∣ avg_100 : 5.688959 ∣ l2loss : 5.678776 ∣ 
[  epoch 0010/0030] 2900/4800, lr:5.0e-05 ∣ avg_100 : 5.686064 ∣ l2loss : 5.569399 ∣ 
[  epoch 0010/0030] 2910/4800, lr:5.0e-05 ∣ avg_100 : 5.683950 ∣ l2loss : 5.660721 ∣ 
[  epoch 0010/0030] 2920/4800, lr:5.0e-05 ∣ avg_100 : 5.685478 ∣ l2loss : 5.929213 ∣ 
[  epoch 0010/0030] 2930/4800, lr:5.0e-05 ∣ avg_100 : 5.688865 ∣ l2loss : 5.748420 ∣ 
[  epoch 0010/0030] 2940/4800, lr:5.0e-05 ∣ avg_100 : 5.690347 ∣ l2loss : 5.643146 ∣ 
[  epoch 0010/0030] 2950/4800, lr:5.0e-05 ∣ avg_100 : 5.692344 ∣ l2loss : 5.711850 ∣ 
[  epoch 0010/0030] 2960/4800, lr:5.0e-05 ∣ avg_100 : 5.692761 ∣ l2loss : 5.798966 ∣ 
[  epoch 0010/0030] 2970/4800, lr:5.0e-05 ∣ avg_100 : 5.693867 ∣ l2loss : 5.720307 ∣ 
[  epoch 0010/0030] 2980/4800, lr:5.0e-05 ∣ avg_100 : 5.695993 ∣ l2loss : 5.720032 ∣ 
[  epoch 0010/0030] 2990/4800, lr:5.0e-05 ∣ avg_100 : 5.699557 ∣ l2loss : 5.990077 ∣ 
[  epoch 0010/0030] 3000/4800, lr:5.0e-05 ∣ avg_100 : 5.704489 ∣ l2loss : 5.936300 ∣ 
[  epoch 0010/0030] 3010/4800, lr:5.0e-05 ∣ avg_100 : 5.707396 ∣ l2loss : 5.875279 ∣ 
[  epoch 0010/0030] 3020/4800, lr:5.0e-05 ∣ avg_100 : 5.706597 ∣ l2loss : 5.802113 ∣ 
[  epoch 0010/0030] 3030/4800, lr:5.0e-05 ∣ avg_100 : 5.708043 ∣ l2loss : 5.794249 ∣ 
[  epoch 0010/0030] 3040/4800, lr:5.0e-05 ∣ avg_100 : 5.708816 ∣ l2loss : 5.812482 ∣ 
[  epoch 0010/0030] 3050/4800, lr:5.0e-05 ∣ avg_100 : 5.704611 ∣ l2loss : 5.415561 ∣ 
[  epoch 0010/0030] 3060/4800, lr:5.0e-05 ∣ avg_100 : 5.703209 ∣ l2loss : 5.524191 ∣ 
[  epoch 0010/0030] 3070/4800, lr:5.0e-05 ∣ avg_100 : 5.703752 ∣ l2loss : 5.618414 ∣ 
[  epoch 0010/0030] 3080/4800, lr:5.0e-05 ∣ avg_100 : 5.697577 ∣ l2loss : 5.382956 ∣ 
[  epoch 0010/0030] 3090/4800, lr:5.0e-05 ∣ avg_100 : 5.697311 ∣ l2loss : 5.643584 ∣ 
[  epoch 0010/0030] 3100/4800, lr:5.0e-05 ∣ avg_100 : 5.694800 ∣ l2loss : 5.581366 ∣ 
[  epoch 0010/0030] 3110/4800, lr:5.0e-05 ∣ avg_100 : 5.697392 ∣ l2loss : 5.925050 ∣ 
[  epoch 0010/0030] 3120/4800, lr:5.0e-05 ∣ avg_100 : 5.697159 ∣ l2loss : 5.562196 ∣ 
[  epoch 0010/0030] 3130/4800, lr:5.0e-05 ∣ avg_100 : 5.699942 ∣ l2loss : 5.903885 ∣ 
[  epoch 0010/0030] 3140/4800, lr:5.0e-05 ∣ avg_100 : 5.697908 ∣ l2loss : 5.608648 ∣ 
[  epoch 0010/0030] 3150/4800, lr:5.0e-05 ∣ avg_100 : 5.699485 ∣ l2loss : 5.718657 ∣ 
[  epoch 0010/0030] 3160/4800, lr:5.0e-05 ∣ avg_100 : 5.697476 ∣ l2loss : 5.596678 ∣ 
[  epoch 0010/0030] 3170/4800, lr:5.0e-05 ∣ avg_100 : 5.694116 ∣ l2loss : 5.322753 ∣ 
[  epoch 0010/0030] 3180/4800, lr:5.0e-05 ∣ avg_100 : 5.692914 ∣ l2loss : 5.668107 ∣ 
[  epoch 0010/0030] 3190/4800, lr:5.0e-05 ∣ avg_100 : 5.690361 ∣ l2loss : 5.551087 ∣ 
[  epoch 0010/0030] 3200/4800, lr:5.0e-05 ∣ avg_100 : 5.692382 ∣ l2loss : 5.916181 ∣ 
[  epoch 0010/0030] 3210/4800, lr:5.0e-05 ∣ avg_100 : 5.691412 ∣ l2loss : 5.708390 ∣ 
[  epoch 0010/0030] 3220/4800, lr:5.0e-05 ∣ avg_100 : 5.695945 ∣ l2loss : 6.197878 ∣ 
[  epoch 0010/0030] 3230/4800, lr:5.0e-05 ∣ avg_100 : 5.692982 ∣ l2loss : 5.432858 ∣ 
[  epoch 0010/0030] 3240/4800, lr:5.0e-05 ∣ avg_100 : 5.694106 ∣ l2loss : 5.899190 ∣ 
[  epoch 0010/0030] 3250/4800, lr:5.0e-05 ∣ avg_100 : 5.697592 ∣ l2loss : 5.918137 ∣ 
[  epoch 0010/0030] 3260/4800, lr:5.0e-05 ∣ avg_100 : 5.697986 ∣ l2loss : 5.756536 ∣ 
[  epoch 0010/0030] 3270/4800, lr:5.0e-05 ∣ avg_100 : 5.701973 ∣ l2loss : 5.820198 ∣ 
[  epoch 0010/0030] 3280/4800, lr:5.0e-05 ∣ avg_100 : 5.700962 ∣ l2loss : 5.501498 ∣ 
[  epoch 0010/0030] 3290/4800, lr:5.0e-05 ∣ avg_100 : 5.701736 ∣ l2loss : 5.604286 ∣ 
[  epoch 0010/0030] 3300/4800, lr:5.0e-05 ∣ avg_100 : 5.699728 ∣ l2loss : 5.368172 ∣ 
[  epoch 0010/0030] 3310/4800, lr:5.0e-05 ∣ avg_100 : 5.698135 ∣ l2loss : 5.705837 ∣ 
[  epoch 0010/0030] 3320/4800, lr:5.0e-05 ∣ avg_100 : 5.697414 ∣ l2loss : 5.582716 ∣ 
[  epoch 0010/0030] 3330/4800, lr:5.0e-05 ∣ avg_100 : 5.699664 ∣ l2loss : 5.505299 ∣ 
[  epoch 0010/0030] 3340/4800, lr:5.0e-05 ∣ avg_100 : 5.700551 ∣ l2loss : 5.812750 ∣ 
[  epoch 0010/0030] 3350/4800, lr:5.0e-05 ∣ avg_100 : 5.700354 ∣ l2loss : 5.532119 ∣ 
[  epoch 0010/0030] 3360/4800, lr:5.0e-05 ∣ avg_100 : 5.701271 ∣ l2loss : 5.816341 ∣ 
[  epoch 0010/0030] 3370/4800, lr:5.0e-05 ∣ avg_100 : 5.700343 ∣ l2loss : 5.454609 ∣ 
[  epoch 0010/0030] 3380/4800, lr:5.0e-05 ∣ avg_100 : 5.698083 ∣ l2loss : 5.591920 ∣ 
[  epoch 0010/0030] 3390/4800, lr:5.0e-05 ∣ avg_100 : 5.700766 ∣ l2loss : 5.711117 ∣ 
[  epoch 0010/0030] 3400/4800, lr:5.0e-05 ∣ avg_100 : 5.699956 ∣ l2loss : 5.523755 ∣ 
[  epoch 0010/0030] 3410/4800, lr:5.0e-05 ∣ avg_100 : 5.700380 ∣ l2loss : 5.636363 ∣ 
[  epoch 0010/0030] 3420/4800, lr:5.0e-05 ∣ avg_100 : 5.701431 ∣ l2loss : 5.594236 ∣ 
[  epoch 0010/0030] 3430/4800, lr:5.0e-05 ∣ avg_100 : 5.702271 ∣ l2loss : 5.686344 ∣ 
[  epoch 0010/0030] 3440/4800, lr:5.0e-05 ∣ avg_100 : 5.699250 ∣ l2loss : 5.403889 ∣ 
[  epoch 0010/0030] 3450/4800, lr:5.0e-05 ∣ avg_100 : 5.696825 ∣ l2loss : 5.623537 ∣ 
[  epoch 0010/0030] 3460/4800, lr:5.0e-05 ∣ avg_100 : 5.698290 ∣ l2loss : 5.624027 ∣ 
[  epoch 0010/0030] 3470/4800, lr:5.0e-05 ∣ avg_100 : 5.699912 ∣ l2loss : 5.730232 ∣ 
[  epoch 0010/0030] 3480/4800, lr:5.0e-05 ∣ avg_100 : 5.697247 ∣ l2loss : 5.564706 ∣ 
[  epoch 0010/0030] 3490/4800, lr:5.0e-05 ∣ avg_100 : 5.693332 ∣ l2loss : 5.588530 ∣ 
[  epoch 0010/0030] 3500/4800, lr:5.0e-05 ∣ avg_100 : 5.694685 ∣ l2loss : 5.796452 ∣ 
[  epoch 0010/0030] 3510/4800, lr:5.0e-05 ∣ avg_100 : 5.694808 ∣ l2loss : 5.490700 ∣ 
[  epoch 0010/0030] 3520/4800, lr:5.0e-05 ∣ avg_100 : 5.696837 ∣ l2loss : 5.739948 ∣ 
[  epoch 0010/0030] 3530/4800, lr:5.0e-05 ∣ avg_100 : 5.693758 ∣ l2loss : 5.733789 ∣ 
[  epoch 0010/0030] 3540/4800, lr:5.0e-05 ∣ avg_100 : 5.697886 ∣ l2loss : 6.033545 ∣ 
[  epoch 0010/0030] 3550/4800, lr:5.0e-05 ∣ avg_100 : 5.694390 ∣ l2loss : 5.527739 ∣ 
[  epoch 0010/0030] 3560/4800, lr:5.0e-05 ∣ avg_100 : 5.696080 ∣ l2loss : 5.714297 ∣ 
[  epoch 0010/0030] 3570/4800, lr:5.0e-05 ∣ avg_100 : 5.690966 ∣ l2loss : 5.523688 ∣ 
[  epoch 0010/0030] 3580/4800, lr:5.0e-05 ∣ avg_100 : 5.687082 ∣ l2loss : 5.447293 ∣ 
[  epoch 0010/0030] 3590/4800, lr:5.0e-05 ∣ avg_100 : 5.683271 ∣ l2loss : 5.464645 ∣ 
[  epoch 0010/0030] 3600/4800, lr:5.0e-05 ∣ avg_100 : 5.686527 ∣ l2loss : 5.860056 ∣ 
[  epoch 0010/0030] 3610/4800, lr:5.0e-05 ∣ avg_100 : 5.683708 ∣ l2loss : 5.506598 ∣ 
[  epoch 0010/0030] 3620/4800, lr:5.0e-05 ∣ avg_100 : 5.688264 ∣ l2loss : 6.122412 ∣ 
[  epoch 0010/0030] 3630/4800, lr:5.0e-05 ∣ avg_100 : 5.687452 ∣ l2loss : 5.552751 ∣ 
[  epoch 0010/0030] 3640/4800, lr:5.0e-05 ∣ avg_100 : 5.691467 ∣ l2loss : 5.995715 ∣ 
[  epoch 0010/0030] 3650/4800, lr:5.0e-05 ∣ avg_100 : 5.691999 ∣ l2loss : 5.938967 ∣ 
[  epoch 0010/0030] 3660/4800, lr:5.0e-05 ∣ avg_100 : 5.689189 ∣ l2loss : 5.835762 ∣ 
[  epoch 0010/0030] 3670/4800, lr:5.0e-05 ∣ avg_100 : 5.684592 ∣ l2loss : 5.314561 ∣ 
[  epoch 0010/0030] 3680/4800, lr:5.0e-05 ∣ avg_100 : 5.684949 ∣ l2loss : 5.858647 ∣ 
[  epoch 0010/0030] 3690/4800, lr:5.0e-05 ∣ avg_100 : 5.684438 ∣ l2loss : 5.610004 ∣ 
[  epoch 0010/0030] 3700/4800, lr:5.0e-05 ∣ avg_100 : 5.684176 ∣ l2loss : 6.030723 ∣ 
[  epoch 0010/0030] 3710/4800, lr:5.0e-05 ∣ avg_100 : 5.685014 ∣ l2loss : 5.718803 ∣ 
[  epoch 0010/0030] 3720/4800, lr:5.0e-05 ∣ avg_100 : 5.685766 ∣ l2loss : 5.572900 ∣ 
[  epoch 0010/0030] 3730/4800, lr:5.0e-05 ∣ avg_100 : 5.686606 ∣ l2loss : 5.751094 ∣ 
[  epoch 0010/0030] 3740/4800, lr:5.0e-05 ∣ avg_100 : 5.686982 ∣ l2loss : 5.855200 ∣ 
[  epoch 0010/0030] 3750/4800, lr:5.0e-05 ∣ avg_100 : 5.683988 ∣ l2loss : 5.534912 ∣ 
[  epoch 0010/0030] 3760/4800, lr:5.0e-05 ∣ avg_100 : 5.682202 ∣ l2loss : 5.493491 ∣ 
[  epoch 0010/0030] 3770/4800, lr:5.0e-05 ∣ avg_100 : 5.682187 ∣ l2loss : 5.544067 ∣ 
[  epoch 0010/0030] 3780/4800, lr:5.0e-05 ∣ avg_100 : 5.681567 ∣ l2loss : 5.526507 ∣ 
[  epoch 0010/0030] 3790/4800, lr:5.0e-05 ∣ avg_100 : 5.679566 ∣ l2loss : 5.495330 ∣ 
[  epoch 0010/0030] 3800/4800, lr:5.0e-05 ∣ avg_100 : 5.681323 ∣ l2loss : 5.672249 ∣ 
[  epoch 0010/0030] 3810/4800, lr:5.0e-05 ∣ avg_100 : 5.680038 ∣ l2loss : 5.735332 ∣ 
[  epoch 0010/0030] 3820/4800, lr:5.0e-05 ∣ avg_100 : 5.678285 ∣ l2loss : 5.572148 ∣ 
[  epoch 0010/0030] 3830/4800, lr:5.0e-05 ∣ avg_100 : 5.676150 ∣ l2loss : 5.572567 ∣ 
[  epoch 0010/0030] 3840/4800, lr:5.0e-05 ∣ avg_100 : 5.677284 ∣ l2loss : 5.869621 ∣ 
[  epoch 0010/0030] 3850/4800, lr:5.0e-05 ∣ avg_100 : 5.679228 ∣ l2loss : 5.891462 ∣ 
[  epoch 0010/0030] 3860/4800, lr:5.0e-05 ∣ avg_100 : 5.676210 ∣ l2loss : 5.478730 ∣ 
[  epoch 0010/0030] 3870/4800, lr:5.0e-05 ∣ avg_100 : 5.676656 ∣ l2loss : 5.724162 ∣ 
[  epoch 0010/0030] 3880/4800, lr:5.0e-05 ∣ avg_100 : 5.677690 ∣ l2loss : 5.435966 ∣ 
[  epoch 0010/0030] 3890/4800, lr:5.0e-05 ∣ avg_100 : 5.677510 ∣ l2loss : 5.660844 ∣ 
[  epoch 0010/0030] 3900/4800, lr:5.0e-05 ∣ avg_100 : 5.678913 ∣ l2loss : 5.709627 ∣ 
[  epoch 0010/0030] 3910/4800, lr:5.0e-05 ∣ avg_100 : 5.679747 ∣ l2loss : 5.744210 ∣ 
[  epoch 0010/0030] 3920/4800, lr:5.0e-05 ∣ avg_100 : 5.678847 ∣ l2loss : 5.839124 ∣ 
[  epoch 0010/0030] 3930/4800, lr:5.0e-05 ∣ avg_100 : 5.678819 ∣ l2loss : 5.745666 ∣ 
[  epoch 0010/0030] 3940/4800, lr:5.0e-05 ∣ avg_100 : 5.678700 ∣ l2loss : 5.631291 ∣ 
[  epoch 0010/0030] 3950/4800, lr:5.0e-05 ∣ avg_100 : 5.679902 ∣ l2loss : 5.832037 ∣ 
[  epoch 0010/0030] 3960/4800, lr:5.0e-05 ∣ avg_100 : 5.678058 ∣ l2loss : 5.614496 ∣ 
[  epoch 0010/0030] 3970/4800, lr:5.0e-05 ∣ avg_100 : 5.677144 ∣ l2loss : 5.628905 ∣ 
[  epoch 0010/0030] 3980/4800, lr:5.0e-05 ∣ avg_100 : 5.678787 ∣ l2loss : 5.884417 ∣ 
[  epoch 0010/0030] 3990/4800, lr:5.0e-05 ∣ avg_100 : 5.674580 ∣ l2loss : 5.569324 ∣ 
[  epoch 0010/0030] 4000/4800, lr:5.0e-05 ∣ avg_100 : 5.669024 ∣ l2loss : 5.380743 ∣ 
[  epoch 0010/0030] 4010/4800, lr:5.0e-05 ∣ avg_100 : 5.666922 ∣ l2loss : 5.665044 ∣ 
[  epoch 0010/0030] 4020/4800, lr:5.0e-05 ∣ avg_100 : 5.662450 ∣ l2loss : 5.354882 ∣ 
[  epoch 0010/0030] 4030/4800, lr:5.0e-05 ∣ avg_100 : 5.661584 ∣ l2loss : 5.707642 ∣ 
[  epoch 0010/0030] 4040/4800, lr:5.0e-05 ∣ avg_100 : 5.659258 ∣ l2loss : 5.579939 ∣ 
[  epoch 0010/0030] 4050/4800, lr:5.0e-05 ∣ avg_100 : 5.662362 ∣ l2loss : 5.725959 ∣ 
[  epoch 0010/0030] 4060/4800, lr:5.0e-05 ∣ avg_100 : 5.663609 ∣ l2loss : 5.648880 ∣ 
[  epoch 0010/0030] 4070/4800, lr:5.0e-05 ∣ avg_100 : 5.665691 ∣ l2loss : 5.826599 ∣ 
[  epoch 0010/0030] 4080/4800, lr:5.0e-05 ∣ avg_100 : 5.667937 ∣ l2loss : 5.607567 ∣ 
[  epoch 0010/0030] 4090/4800, lr:5.0e-05 ∣ avg_100 : 5.669548 ∣ l2loss : 5.804645 ∣ 
[  epoch 0010/0030] 4100/4800, lr:5.0e-05 ∣ avg_100 : 5.671488 ∣ l2loss : 5.775364 ∣ 
[  epoch 0010/0030] 4110/4800, lr:5.0e-05 ∣ avg_100 : 5.669018 ∣ l2loss : 5.678050 ∣ 
[  epoch 0010/0030] 4120/4800, lr:5.0e-05 ∣ avg_100 : 5.669044 ∣ l2loss : 5.564872 ∣ 
[  epoch 0010/0030] 4130/4800, lr:5.0e-05 ∣ avg_100 : 5.664882 ∣ l2loss : 5.487609 ∣ 
[  epoch 0010/0030] 4140/4800, lr:5.0e-05 ∣ avg_100 : 5.668298 ∣ l2loss : 5.950311 ∣ 
[  epoch 0010/0030] 4150/4800, lr:5.0e-05 ∣ avg_100 : 5.667683 ∣ l2loss : 5.657155 ∣ 
[  epoch 0010/0030] 4160/4800, lr:5.0e-05 ∣ avg_100 : 5.667187 ∣ l2loss : 5.547111 ∣ 
[  epoch 0010/0030] 4170/4800, lr:5.0e-05 ∣ avg_100 : 5.671850 ∣ l2loss : 5.788960 ∣ 
[  epoch 0010/0030] 4180/4800, lr:5.0e-05 ∣ avg_100 : 5.671026 ∣ l2loss : 5.585789 ∣ 
[  epoch 0010/0030] 4190/4800, lr:5.0e-05 ∣ avg_100 : 5.672406 ∣ l2loss : 5.689047 ∣ 
[  epoch 0010/0030] 4200/4800, lr:5.0e-05 ∣ avg_100 : 5.669628 ∣ l2loss : 5.638353 ∣ 
[  epoch 0010/0030] 4210/4800, lr:5.0e-05 ∣ avg_100 : 5.668168 ∣ l2loss : 5.562407 ∣ 
[  epoch 0010/0030] 4220/4800, lr:5.0e-05 ∣ avg_100 : 5.661826 ∣ l2loss : 5.563672 ∣ 
[  epoch 0010/0030] 4230/4800, lr:5.0e-05 ∣ avg_100 : 5.663995 ∣ l2loss : 5.649738 ∣ 
[  epoch 0010/0030] 4240/4800, lr:5.0e-05 ∣ avg_100 : 5.661980 ∣ l2loss : 5.697684 ∣ 
[  epoch 0010/0030] 4250/4800, lr:5.0e-05 ∣ avg_100 : 5.660629 ∣ l2loss : 5.783112 ∣ 
[  epoch 0010/0030] 4260/4800, lr:5.0e-05 ∣ avg_100 : 5.658835 ∣ l2loss : 5.577072 ∣ 
[  epoch 0010/0030] 4270/4800, lr:5.0e-05 ∣ avg_100 : 5.656266 ∣ l2loss : 5.563378 ∣ 
[  epoch 0010/0030] 4280/4800, lr:5.0e-05 ∣ avg_100 : 5.657314 ∣ l2loss : 5.606288 ∣ 
[  epoch 0010/0030] 4290/4800, lr:5.0e-05 ∣ avg_100 : 5.658240 ∣ l2loss : 5.696902 ∣ 
[  epoch 0010/0030] 4300/4800, lr:5.0e-05 ∣ avg_100 : 5.660638 ∣ l2loss : 5.607904 ∣ 
[  epoch 0010/0030] 4310/4800, lr:5.0e-05 ∣ avg_100 : 5.661743 ∣ l2loss : 5.816370 ∣ 
[  epoch 0010/0030] 4320/4800, lr:5.0e-05 ∣ avg_100 : 5.661471 ∣ l2loss : 5.555527 ∣ 
[  epoch 0010/0030] 4330/4800, lr:5.0e-05 ∣ avg_100 : 5.660933 ∣ l2loss : 5.451505 ∣ 
[  epoch 0010/0030] 4340/4800, lr:5.0e-05 ∣ avg_100 : 5.656970 ∣ l2loss : 5.416431 ∣ 
[  epoch 0010/0030] 4350/4800, lr:5.0e-05 ∣ avg_100 : 5.659630 ∣ l2loss : 5.798104 ∣ 
[  epoch 0010/0030] 4360/4800, lr:5.0e-05 ∣ avg_100 : 5.658347 ∣ l2loss : 5.688025 ∣ 
[  epoch 0010/0030] 4370/4800, lr:5.0e-05 ∣ avg_100 : 5.662815 ∣ l2loss : 5.901423 ∣ 
[  epoch 0010/0030] 4380/4800, lr:5.0e-05 ∣ avg_100 : 5.662264 ∣ l2loss : 5.536850 ∣ 
[  epoch 0010/0030] 4390/4800, lr:5.0e-05 ∣ avg_100 : 5.664061 ∣ l2loss : 5.890807 ∣ 
[  epoch 0010/0030] 4400/4800, lr:5.0e-05 ∣ avg_100 : 5.666908 ∣ l2loss : 5.808470 ∣ 
[  epoch 0010/0030] 4410/4800, lr:5.0e-05 ∣ avg_100 : 5.666920 ∣ l2loss : 5.637549 ∣ 
[  epoch 0010/0030] 4420/4800, lr:5.0e-05 ∣ avg_100 : 5.669869 ∣ l2loss : 5.889133 ∣ 
[  epoch 0010/0030] 4430/4800, lr:5.0e-05 ∣ avg_100 : 5.671519 ∣ l2loss : 5.851348 ∣ 
[  epoch 0010/0030] 4440/4800, lr:5.0e-05 ∣ avg_100 : 5.676098 ∣ l2loss : 5.861820 ∣ 
[  epoch 0010/0030] 4450/4800, lr:5.0e-05 ∣ avg_100 : 5.675598 ∣ l2loss : 5.573469 ∣ 
[  epoch 0010/0030] 4460/4800, lr:5.0e-05 ∣ avg_100 : 5.674834 ∣ l2loss : 5.547625 ∣ 
[  epoch 0010/0030] 4470/4800, lr:5.0e-05 ∣ avg_100 : 5.673293 ∣ l2loss : 5.576129 ∣ 
[  epoch 0010/0030] 4480/4800, lr:5.0e-05 ∣ avg_100 : 5.675908 ∣ l2loss : 5.826275 ∣ 
[  epoch 0010/0030] 4490/4800, lr:5.0e-05 ∣ avg_100 : 5.672174 ∣ l2loss : 5.215074 ∣ 
[  epoch 0010/0030] 4500/4800, lr:5.0e-05 ∣ avg_100 : 5.669052 ∣ l2loss : 5.484267 ∣ 
[  epoch 0010/0030] 4510/4800, lr:5.0e-05 ∣ avg_100 : 5.671905 ∣ l2loss : 5.776030 ∣ 
[  epoch 0010/0030] 4520/4800, lr:5.0e-05 ∣ avg_100 : 5.670218 ∣ l2loss : 5.571240 ∣ 
[  epoch 0010/0030] 4530/4800, lr:5.0e-05 ∣ avg_100 : 5.668507 ∣ l2loss : 5.562636 ∣ 
[  epoch 0010/0030] 4540/4800, lr:5.0e-05 ∣ avg_100 : 5.666014 ∣ l2loss : 5.784291 ∣ 
[  epoch 0010/0030] 4550/4800, lr:5.0e-05 ∣ avg_100 : 5.664843 ∣ l2loss : 5.410650 ∣ 
[  epoch 0010/0030] 4560/4800, lr:5.0e-05 ∣ avg_100 : 5.664541 ∣ l2loss : 5.684061 ∣ 
[  epoch 0010/0030] 4570/4800, lr:5.0e-05 ∣ avg_100 : 5.665273 ∣ l2loss : 5.596896 ∣ 
[  epoch 0010/0030] 4580/4800, lr:5.0e-05 ∣ avg_100 : 5.668139 ∣ l2loss : 5.733915 ∣ 
[  epoch 0010/0030] 4590/4800, lr:5.0e-05 ∣ avg_100 : 5.669536 ∣ l2loss : 5.604357 ∣ 
[  epoch 0010/0030] 4600/4800, lr:5.0e-05 ∣ avg_100 : 5.665904 ∣ l2loss : 5.496781 ∣ 
[  epoch 0010/0030] 4610/4800, lr:5.0e-05 ∣ avg_100 : 5.667015 ∣ l2loss : 5.617738 ∣ 
[  epoch 0010/0030] 4620/4800, lr:5.0e-05 ∣ avg_100 : 5.662435 ∣ l2loss : 5.664462 ∣ 
[  epoch 0010/0030] 4630/4800, lr:5.0e-05 ∣ avg_100 : 5.662501 ∣ l2loss : 5.559294 ∣ 
[  epoch 0010/0030] 4640/4800, lr:5.0e-05 ∣ avg_100 : 5.661309 ∣ l2loss : 5.876481 ∣ 
[  epoch 0010/0030] 4650/4800, lr:5.0e-05 ∣ avg_100 : 5.656163 ∣ l2loss : 5.424451 ∣ 
[  epoch 0010/0030] 4660/4800, lr:5.0e-05 ∣ avg_100 : 5.657275 ∣ l2loss : 5.946940 ∣ 
[  epoch 0010/0030] 4670/4800, lr:5.0e-05 ∣ avg_100 : 5.658596 ∣ l2loss : 5.446652 ∣ 
[  epoch 0010/0030] 4680/4800, lr:5.0e-05 ∣ avg_100 : 5.658064 ∣ l2loss : 5.805437 ∣ 
[  epoch 0010/0030] 4690/4800, lr:5.0e-05 ∣ avg_100 : 5.656430 ∣ l2loss : 5.446649 ∣ 
[  epoch 0010/0030] 4700/4800, lr:5.0e-05 ∣ avg_100 : 5.651293 ∣ l2loss : 5.516958 ∣ 
[  epoch 0010/0030] 4710/4800, lr:5.0e-05 ∣ avg_100 : 5.652111 ∣ l2loss : 5.800636 ∣ 
[  epoch 0010/0030] 4720/4800, lr:5.0e-05 ∣ avg_100 : 5.654386 ∣ l2loss : 5.800428 ∣ 
[  epoch 0010/0030] 4730/4800, lr:5.0e-05 ∣ avg_100 : 5.653502 ∣ l2loss : 5.662705 ∣ 
[  epoch 0010/0030] 4740/4800, lr:5.0e-05 ∣ avg_100 : 5.650177 ∣ l2loss : 5.522696 ∣ 
[  epoch 0010/0030] 4750/4800, lr:5.0e-05 ∣ avg_100 : 5.652080 ∣ l2loss : 5.725211 ∣ 
[  epoch 0010/0030] 4760/4800, lr:5.0e-05 ∣ avg_100 : 5.653671 ∣ l2loss : 5.652517 ∣ 
[  epoch 0010/0030] 4770/4800, lr:5.0e-05 ∣ avg_100 : 5.658281 ∣ l2loss : 6.005131 ∣ 
[  epoch 0010/0030] 4780/4800, lr:5.0e-05 ∣ avg_100 : 5.657599 ∣ l2loss : 5.458273 ∣ 
[  epoch 0010/0030] 4790/4800, lr:5.0e-05 ∣ avg_100 : 5.659026 ∣ l2loss : 5.638051 ∣ 
[  epoch 0010/0030] 4800/4800, lr:2.5e-05 ∣ avg_100 : 5.657810 ∣ l2loss : 5.550605 ∣ 
[    val 010    ] Done! PSNR : 36.43 dB, SSIM : 0.925total: 22:57:58                    
[  epoch 0011/0030] 0010/4800, lr:2.5e-05 ∣ avg_100 : 5.656478 ∣ l2loss : 5.602164 ∣ 
[  epoch 0011/0030] 0020/4800, lr:2.5e-05 ∣ avg_100 : 5.656703 ∣ l2loss : 5.594666 ∣ 
[  epoch 0011/0030] 0030/4800, lr:2.5e-05 ∣ avg_100 : 5.658724 ∣ l2loss : 5.774617 ∣ 
[  epoch 0011/0030] 0040/4800, lr:2.5e-05 ∣ avg_100 : 5.658360 ∣ l2loss : 5.833194 ∣ 
[  epoch 0011/0030] 0050/4800, lr:2.5e-05 ∣ avg_100 : 5.654642 ∣ l2loss : 5.519694 ∣ 
[  epoch 0011/0030] 0060/4800, lr:2.5e-05 ∣ avg_100 : 5.658921 ∣ l2loss : 5.906646 ∣ 
[  epoch 0011/0030] 0070/4800, lr:2.5e-05 ∣ avg_100 : 5.657716 ∣ l2loss : 5.603674 ∣ 
[  epoch 0011/0030] 0080/4800, lr:2.5e-05 ∣ avg_100 : 5.656574 ∣ l2loss : 5.321747 ∣ 
[  epoch 0011/0030] 0090/4800, lr:2.5e-05 ∣ avg_100 : 5.655848 ∣ l2loss : 5.588258 ∣ 
[  epoch 0011/0030] 0100/4800, lr:2.5e-05 ∣ avg_100 : 5.652778 ∣ l2loss : 5.402661 ∣ 
[  epoch 0011/0030] 0110/4800, lr:2.5e-05 ∣ avg_100 : 5.651233 ∣ l2loss : 5.589648 ∣ 
[  epoch 0011/0030] 0120/4800, lr:2.5e-05 ∣ avg_100 : 5.647317 ∣ l2loss : 5.447519 ∣ 
[  epoch 0011/0030] 0130/4800, lr:2.5e-05 ∣ avg_100 : 5.646730 ∣ l2loss : 5.686944 ∣ 
[  epoch 0011/0030] 0140/4800, lr:2.5e-05 ∣ avg_100 : 5.649917 ∣ l2loss : 5.950077 ∣ 
[  epoch 0011/0030] 0150/4800, lr:2.5e-05 ∣ avg_100 : 5.647604 ∣ l2loss : 5.600685 ∣ 
[  epoch 0011/0030] 0160/4800, lr:2.5e-05 ∣ avg_100 : 5.647491 ∣ l2loss : 5.603216 ∣ 
[  epoch 0011/0030] 0170/4800, lr:2.5e-05 ∣ avg_100 : 5.646469 ∣ l2loss : 5.526726 ∣ 
[  epoch 0011/0030] 0180/4800, lr:2.5e-05 ∣ avg_100 : 5.643526 ∣ l2loss : 5.590123 ∣ 
[  epoch 0011/0030] 0190/4800, lr:2.5e-05 ∣ avg_100 : 5.645059 ∣ l2loss : 5.722562 ∣ 
[  epoch 0011/0030] 0200/4800, lr:2.5e-05 ∣ avg_100 : 5.649207 ∣ l2loss : 5.795580 ∣ 
[  epoch 0011/0030] 0210/4800, lr:2.5e-05 ∣ avg_100 : 5.649492 ∣ l2loss : 5.693547 ∣ 
[  epoch 0011/0030] 0220/4800, lr:2.5e-05 ∣ avg_100 : 5.653103 ∣ l2loss : 5.715953 ∣ 
[  epoch 0011/0030] 0230/4800, lr:2.5e-05 ∣ avg_100 : 5.652624 ∣ l2loss : 5.659753 ∣ 
[  epoch 0011/0030] 0240/4800, lr:2.5e-05 ∣ avg_100 : 5.653224 ∣ l2loss : 5.639980 ∣ 
[  epoch 0011/0030] 0250/4800, lr:2.5e-05 ∣ avg_100 : 5.653459 ∣ l2loss : 5.749450 ∣ 
[  epoch 0011/0030] 0260/4800, lr:2.5e-05 ∣ avg_100 : 5.652606 ∣ l2loss : 5.563534 ∣ 
[  epoch 0011/0030] 0270/4800, lr:2.5e-05 ∣ avg_100 : 5.650537 ∣ l2loss : 5.619767 ∣ 
[  epoch 0011/0030] 0280/4800, lr:2.5e-05 ∣ avg_100 : 5.649989 ∣ l2loss : 5.552744 ∣ 
[  epoch 0011/0030] 0290/4800, lr:2.5e-05 ∣ avg_100 : 5.646544 ∣ l2loss : 5.460143 ∣ 
[  epoch 0011/0030] 0300/4800, lr:2.5e-05 ∣ avg_100 : 5.646132 ∣ l2loss : 5.734160 ∣ 
[  epoch 0011/0030] 0310/4800, lr:2.5e-05 ∣ avg_100 : 5.645811 ∣ l2loss : 5.645905 ∣ 
[  epoch 0011/0030] 0320/4800, lr:2.5e-05 ∣ avg_100 : 5.644216 ∣ l2loss : 5.405435 ∣ 
[  epoch 0011/0030] 0330/4800, lr:2.5e-05 ∣ avg_100 : 5.643988 ∣ l2loss : 5.464726 ∣ 
[  epoch 0011/0030] 0340/4800, lr:2.5e-05 ∣ avg_100 : 5.639003 ∣ l2loss : 5.451833 ∣ 
[  epoch 0011/0030] 0350/4800, lr:2.5e-05 ∣ avg_100 : 5.639091 ∣ l2loss : 5.665937 ∣ 
[  epoch 0011/0030] 0360/4800, lr:2.5e-05 ∣ avg_100 : 5.638740 ∣ l2loss : 5.512087 ∣ 
[  epoch 0011/0030] 0370/4800, lr:2.5e-05 ∣ avg_100 : 5.639179 ∣ l2loss : 5.832803 ∣ 
[  epoch 0011/0030] 0380/4800, lr:2.5e-05 ∣ avg_100 : 5.640498 ∣ l2loss : 5.717760 ∣ 
[  epoch 0011/0030] 0390/4800, lr:2.5e-05 ∣ avg_100 : 5.640319 ∣ l2loss : 5.671121 ∣ 
[  epoch 0011/0030] 0400/4800, lr:2.5e-05 ∣ avg_100 : 5.638842 ∣ l2loss : 5.490666 ∣ 
[  epoch 0011/0030] 0410/4800, lr:2.5e-05 ∣ avg_100 : 5.639385 ∣ l2loss : 5.616666 ∣ 
[  epoch 0011/0030] 0420/4800, lr:2.5e-05 ∣ avg_100 : 5.639271 ∣ l2loss : 5.552260 ∣ 
[  epoch 0011/0030] 0430/4800, lr:2.5e-05 ∣ avg_100 : 5.638457 ∣ l2loss : 5.568323 ∣ 
[  epoch 0011/0030] 0440/4800, lr:2.5e-05 ∣ avg_100 : 5.637769 ∣ l2loss : 5.628897 ∣ 
[  epoch 0011/0030] 0450/4800, lr:2.5e-05 ∣ avg_100 : 5.636462 ∣ l2loss : 5.652476 ∣ 
[  epoch 0011/0030] 0460/4800, lr:2.5e-05 ∣ avg_100 : 5.636801 ∣ l2loss : 5.610979 ∣ 
[  epoch 0011/0030] 0470/4800, lr:2.5e-05 ∣ avg_100 : 5.637438 ∣ l2loss : 5.626993 ∣ 
[  epoch 0011/0030] 0480/4800, lr:2.5e-05 ∣ avg_100 : 5.640403 ∣ l2loss : 5.902794 ∣ 
[  epoch 0011/0030] 0490/4800, lr:2.5e-05 ∣ avg_100 : 5.636398 ∣ l2loss : 5.296464 ∣ 
[  epoch 0011/0030] 0500/4800, lr:2.5e-05 ∣ avg_100 : 5.635110 ∣ l2loss : 5.479107 ∣ 
[  epoch 0011/0030] 0510/4800, lr:2.5e-05 ∣ avg_100 : 5.635672 ∣ l2loss : 5.872542 ∣ 
[  epoch 0011/0030] 0520/4800, lr:2.5e-05 ∣ avg_100 : 5.636732 ∣ l2loss : 5.661471 ∣ 
[  epoch 0011/0030] 0530/4800, lr:2.5e-05 ∣ avg_100 : 5.635724 ∣ l2loss : 5.350715 ∣ 
[  epoch 0011/0030] 0540/4800, lr:2.5e-05 ∣ avg_100 : 5.638628 ∣ l2loss : 5.706836 ∣ 
[  epoch 0011/0030] 0550/4800, lr:2.5e-05 ∣ avg_100 : 5.632912 ∣ l2loss : 5.226580 ∣ 
[  epoch 0011/0030] 0560/4800, lr:2.5e-05 ∣ avg_100 : 5.630328 ∣ l2loss : 5.429579 ∣ 
[  epoch 0011/0030] 0570/4800, lr:2.5e-05 ∣ avg_100 : 5.627735 ∣ l2loss : 5.642112 ∣ 
[  epoch 0011/0030] 0580/4800, lr:2.5e-05 ∣ avg_100 : 5.628332 ∣ l2loss : 5.596564 ∣ 
[  epoch 0011/0030] 0590/4800, lr:2.5e-05 ∣ avg_100 : 5.623782 ∣ l2loss : 5.435766 ∣ 
[  epoch 0011/0030] 0600/4800, lr:2.5e-05 ∣ avg_100 : 5.619996 ∣ l2loss : 5.429872 ∣ 
[  epoch 0011/0030] 0610/4800, lr:2.5e-05 ∣ avg_100 : 5.619769 ∣ l2loss : 5.614920 ∣ 
[  epoch 0011/0030] 0620/4800, lr:2.5e-05 ∣ avg_100 : 5.617044 ∣ l2loss : 5.616586 ∣ 
[  epoch 0011/0030] 0630/4800, lr:2.5e-05 ∣ avg_100 : 5.612903 ∣ l2loss : 5.437270 ∣ 
[  epoch 0011/0030] 0640/4800, lr:2.5e-05 ∣ avg_100 : 5.605760 ∣ l2loss : 5.147528 ∣ 
[  epoch 0011/0030] 0650/4800, lr:2.5e-05 ∣ avg_100 : 5.606844 ∣ l2loss : 5.681897 ∣ 
[  epoch 0011/0030] 0660/4800, lr:2.5e-05 ∣ avg_100 : 5.607192 ∣ l2loss : 5.582365 ∣ 
[  epoch 0011/0030] 0670/4800, lr:2.5e-05 ∣ avg_100 : 5.608784 ∣ l2loss : 5.735297 ∣ 
[  epoch 0011/0030] 0680/4800, lr:2.5e-05 ∣ avg_100 : 5.607103 ∣ l2loss : 5.658244 ∣ 
[  epoch 0011/0030] 0690/4800, lr:2.5e-05 ∣ avg_100 : 5.610965 ∣ l2loss : 5.601245 ∣ 
[  epoch 0011/0030] 0700/4800, lr:2.5e-05 ∣ avg_100 : 5.612282 ∣ l2loss : 5.615936 ∣ 
[  epoch 0011/0030] 0710/4800, lr:2.5e-05 ∣ avg_100 : 5.608700 ∣ l2loss : 5.417842 ∣ 
[  epoch 0011/0030] 0720/4800, lr:2.5e-05 ∣ avg_100 : 5.609568 ∣ l2loss : 5.658053 ∣ 
[  epoch 0011/0030] 0730/4800, lr:2.5e-05 ∣ avg_100 : 5.608295 ∣ l2loss : 5.435373 ∣ 
[  epoch 0011/0030] 0740/4800, lr:2.5e-05 ∣ avg_100 : 5.604094 ∣ l2loss : 5.364144 ∣ 
[  epoch 0011/0030] 0750/4800, lr:2.5e-05 ∣ avg_100 : 5.605583 ∣ l2loss : 5.559553 ∣ 
[  epoch 0011/0030] 0760/4800, lr:2.5e-05 ∣ avg_100 : 5.602443 ∣ l2loss : 5.370090 ∣ 
[  epoch 0011/0030] 0770/4800, lr:2.5e-05 ∣ avg_100 : 5.603474 ∣ l2loss : 5.699948 ∣ 
[  epoch 0011/0030] 0780/4800, lr:2.5e-05 ∣ avg_100 : 5.601853 ∣ l2loss : 5.571850 ∣ 
[  epoch 0011/0030] 0790/4800, lr:2.5e-05 ∣ avg_100 : 5.600155 ∣ l2loss : 5.434519 ∣ 
[  epoch 0011/0030] 0800/4800, lr:2.5e-05 ∣ avg_100 : 5.601209 ∣ l2loss : 5.602190 ∣ 
[  epoch 0011/0030] 0810/4800, lr:2.5e-05 ∣ avg_100 : 5.599193 ∣ l2loss : 5.416212 ∣ 
[  epoch 0011/0030] 0820/4800, lr:2.5e-05 ∣ avg_100 : 5.596490 ∣ l2loss : 5.394128 ∣ 
[  epoch 0011/0030] 0830/4800, lr:2.5e-05 ∣ avg_100 : 5.596799 ∣ l2loss : 5.590201 ∣ 
[  epoch 0011/0030] 0840/4800, lr:2.5e-05 ∣ avg_100 : 5.593593 ∣ l2loss : 5.555825 ∣ 
[  epoch 0011/0030] 0850/4800, lr:2.5e-05 ∣ avg_100 : 5.595258 ∣ l2loss : 5.590996 ∣ 
[  epoch 0011/0030] 0860/4800, lr:2.5e-05 ∣ avg_100 : 5.593110 ∣ l2loss : 5.732124 ∣ 
[  epoch 0011/0030] 0870/4800, lr:2.5e-05 ∣ avg_100 : 5.596248 ∣ l2loss : 5.760508 ∣ 
[  epoch 0011/0030] 0880/4800, lr:2.5e-05 ∣ avg_100 : 5.596319 ∣ l2loss : 5.812509 ∣ 
[  epoch 0011/0030] 0890/4800, lr:2.5e-05 ∣ avg_100 : 5.596498 ∣ l2loss : 5.464583 ∣ 
[  epoch 0011/0030] 0900/4800, lr:2.5e-05 ∣ avg_100 : 5.597517 ∣ l2loss : 5.618827 ∣ 
[  epoch 0011/0030] 0910/4800, lr:2.5e-05 ∣ avg_100 : 5.595349 ∣ l2loss : 5.583768 ∣ 
[  epoch 0011/0030] 0920/4800, lr:2.5e-05 ∣ avg_100 : 5.592845 ∣ l2loss : 5.550054 ∣ 
[  epoch 0011/0030] 0930/4800, lr:2.5e-05 ∣ avg_100 : 5.590586 ∣ l2loss : 5.436854 ∣ 
[  epoch 0011/0030] 0940/4800, lr:2.5e-05 ∣ avg_100 : 5.590877 ∣ l2loss : 5.551819 ∣ 
[  epoch 0011/0030] 0950/4800, lr:2.5e-05 ∣ avg_100 : 5.588364 ∣ l2loss : 5.473881 ∣ 
[  epoch 0011/0030] 0960/4800, lr:2.5e-05 ∣ avg_100 : 5.589856 ∣ l2loss : 5.801744 ∣ 
[  epoch 0011/0030] 0970/4800, lr:2.5e-05 ∣ avg_100 : 5.587765 ∣ l2loss : 5.796008 ∣ 
[  epoch 0011/0030] 0980/4800, lr:2.5e-05 ∣ avg_100 : 5.588484 ∣ l2loss : 5.530121 ∣ 
[  epoch 0011/0030] 0990/4800, lr:2.5e-05 ∣ avg_100 : 5.590127 ∣ l2loss : 5.802400 ∣ 
[  epoch 0011/0030] 1000/4800, lr:2.5e-05 ∣ avg_100 : 5.589806 ∣ l2loss : 5.518497 ∣ 
[  epoch 0011/0030] 1010/4800, lr:2.5e-05 ∣ avg_100 : 5.586669 ∣ l2loss : 5.288503 ∣ 
[  epoch 0011/0030] 1020/4800, lr:2.5e-05 ∣ avg_100 : 5.587958 ∣ l2loss : 5.723483 ∣ 
[  epoch 0011/0030] 1030/4800, lr:2.5e-05 ∣ avg_100 : 5.586250 ∣ l2loss : 5.603886 ∣ 
[  epoch 0011/0030] 1040/4800, lr:2.5e-05 ∣ avg_100 : 5.582328 ∣ l2loss : 5.440982 ∣ 
[  epoch 0011/0030] 1050/4800, lr:2.5e-05 ∣ avg_100 : 5.579492 ∣ l2loss : 5.236055 ∣ 
[  epoch 0011/0030] 1060/4800, lr:2.5e-05 ∣ avg_100 : 5.577967 ∣ l2loss : 5.754140 ∣ 
[  epoch 0011/0030] 1070/4800, lr:2.5e-05 ∣ avg_100 : 5.576851 ∣ l2loss : 5.492057 ∣ 
[  epoch 0011/0030] 1080/4800, lr:2.5e-05 ∣ avg_100 : 5.578032 ∣ l2loss : 5.439912 ∣ 
[  epoch 0011/0030] 1090/4800, lr:2.5e-05 ∣ avg_100 : 5.580969 ∣ l2loss : 5.881912 ∣ 
[  epoch 0011/0030] 1100/4800, lr:2.5e-05 ∣ avg_100 : 5.582355 ∣ l2loss : 5.541307 ∣ 
[  epoch 0011/0030] 1110/4800, lr:2.5e-05 ∣ avg_100 : 5.582279 ∣ l2loss : 5.582029 ∣ 
[  epoch 0011/0030] 1120/4800, lr:2.5e-05 ∣ avg_100 : 5.583514 ∣ l2loss : 5.571037 ∣ 
[  epoch 0011/0030] 1130/4800, lr:2.5e-05 ∣ avg_100 : 5.583808 ∣ l2loss : 5.716279 ∣ 
[  epoch 0011/0030] 1140/4800, lr:2.5e-05 ∣ avg_100 : 5.580176 ∣ l2loss : 5.586922 ∣ 
[  epoch 0011/0030] 1150/4800, lr:2.5e-05 ∣ avg_100 : 5.576559 ∣ l2loss : 5.239028 ∣ 
[  epoch 0011/0030] 1160/4800, lr:2.5e-05 ∣ avg_100 : 5.576008 ∣ l2loss : 5.548088 ∣ 
[  epoch 0011/0030] 1170/4800, lr:2.5e-05 ∣ avg_100 : 5.576452 ∣ l2loss : 5.571130 ∣ 
[  epoch 0011/0030] 1180/4800, lr:2.5e-05 ∣ avg_100 : 5.575771 ∣ l2loss : 5.522021 ∣ 
[  epoch 0011/0030] 1190/4800, lr:2.5e-05 ∣ avg_100 : 5.575886 ∣ l2loss : 5.734061 ∣ 
[  epoch 0011/0030] 1200/4800, lr:2.5e-05 ∣ avg_100 : 5.573161 ∣ l2loss : 5.523072 ∣ 
[  epoch 0011/0030] 1210/4800, lr:2.5e-05 ∣ avg_100 : 5.569522 ∣ l2loss : 5.329680 ∣ 
[  epoch 0011/0030] 1220/4800, lr:2.5e-05 ∣ avg_100 : 5.565644 ∣ l2loss : 5.328070 ∣ 
[  epoch 0011/0030] 1230/4800, lr:2.5e-05 ∣ avg_100 : 5.562981 ∣ l2loss : 5.393502 ∣ 
[  epoch 0011/0030] 1240/4800, lr:2.5e-05 ∣ avg_100 : 5.560789 ∣ l2loss : 5.420772 ∣ 
[  epoch 0011/0030] 1250/4800, lr:2.5e-05 ∣ avg_100 : 5.558304 ∣ l2loss : 5.500971 ∣ 
[  epoch 0011/0030] 1260/4800, lr:2.5e-05 ∣ avg_100 : 5.558417 ∣ l2loss : 5.574842 ∣ 
[  epoch 0011/0030] 1270/4800, lr:2.5e-05 ∣ avg_100 : 5.558641 ∣ l2loss : 5.642094 ∣ 
[  epoch 0011/0030] 1280/4800, lr:2.5e-05 ∣ avg_100 : 5.557856 ∣ l2loss : 5.474244 ∣ 
[  epoch 0011/0030] 1290/4800, lr:2.5e-05 ∣ avg_100 : 5.562351 ∣ l2loss : 5.909670 ∣ 
[  epoch 0011/0030] 1300/4800, lr:2.5e-05 ∣ avg_100 : 5.560150 ∣ l2loss : 5.514075 ∣ 
[  epoch 0011/0030] 1310/4800, lr:2.5e-05 ∣ avg_100 : 5.560092 ∣ l2loss : 5.640060 ∣ 
[  epoch 0011/0030] 1320/4800, lr:2.5e-05 ∣ avg_100 : 5.560188 ∣ l2loss : 5.415076 ∣ 
[  epoch 0011/0030] 1330/4800, lr:2.5e-05 ∣ avg_100 : 5.563836 ∣ l2loss : 5.829478 ∣ 
[  epoch 0011/0030] 1340/4800, lr:2.5e-05 ∣ avg_100 : 5.566142 ∣ l2loss : 5.682435 ∣ 
[  epoch 0011/0030] 1350/4800, lr:2.5e-05 ∣ avg_100 : 5.564098 ∣ l2loss : 5.461594 ∣ 
[  epoch 0011/0030] 1360/4800, lr:2.5e-05 ∣ avg_100 : 5.562421 ∣ l2loss : 5.344348 ∣ 
[  epoch 0011/0030] 1370/4800, lr:2.5e-05 ∣ avg_100 : 5.560482 ∣ l2loss : 5.638937 ∣ 
[  epoch 0011/0030] 1380/4800, lr:2.5e-05 ∣ avg_100 : 5.559757 ∣ l2loss : 5.645254 ∣ 
[  epoch 0011/0030] 1390/4800, lr:2.5e-05 ∣ avg_100 : 5.560172 ∣ l2loss : 5.712600 ∣ 
[  epoch 0011/0030] 1400/4800, lr:2.5e-05 ∣ avg_100 : 5.560935 ∣ l2loss : 5.566961 ∣ 
[  epoch 0011/0030] 1410/4800, lr:2.5e-05 ∣ avg_100 : 5.556793 ∣ l2loss : 5.202446 ∣ 
[  epoch 0011/0030] 1420/4800, lr:2.5e-05 ∣ avg_100 : 5.557691 ∣ l2loss : 5.642128 ∣ 
[  epoch 0011/0030] 1430/4800, lr:2.5e-05 ∣ avg_100 : 5.556884 ∣ l2loss : 5.487575 ∣ 
[  epoch 0011/0030] 1440/4800, lr:2.5e-05 ∣ avg_100 : 5.554772 ∣ l2loss : 5.417682 ∣ 
[  epoch 0011/0030] 1450/4800, lr:2.5e-05 ∣ avg_100 : 5.554109 ∣ l2loss : 5.586266 ∣ 
[  epoch 0011/0030] 1460/4800, lr:2.5e-05 ∣ avg_100 : 5.554724 ∣ l2loss : 5.672411 ∣ 
[  epoch 0011/0030] 1470/4800, lr:2.5e-05 ∣ avg_100 : 5.554436 ∣ l2loss : 5.598212 ∣ 
[  epoch 0011/0030] 1480/4800, lr:2.5e-05 ∣ avg_100 : 5.552914 ∣ l2loss : 5.750620 ∣ 
[  epoch 0011/0030] 1490/4800, lr:2.5e-05 ∣ avg_100 : 5.557195 ∣ l2loss : 5.724503 ∣ 
[  epoch 0011/0030] 1500/4800, lr:2.5e-05 ∣ avg_100 : 5.557468 ∣ l2loss : 5.506424 ∣ 
[  epoch 0011/0030] 1510/4800, lr:2.5e-05 ∣ avg_100 : 5.552687 ∣ l2loss : 5.394449 ∣ 
[  epoch 0011/0030] 1520/4800, lr:2.5e-05 ∣ avg_100 : 5.553270 ∣ l2loss : 5.719777 ∣ 
[  epoch 0011/0030] 1530/4800, lr:2.5e-05 ∣ avg_100 : 5.555240 ∣ l2loss : 5.547679 ∣ 
[  epoch 0011/0030] 1540/4800, lr:2.5e-05 ∣ avg_100 : 5.554432 ∣ l2loss : 5.626100 ∣ 
[  epoch 0011/0030] 1550/4800, lr:2.5e-05 ∣ avg_100 : 5.556470 ∣ l2loss : 5.430376 ∣ 
[  epoch 0011/0030] 1560/4800, lr:2.5e-05 ∣ avg_100 : 5.556533 ∣ l2loss : 5.435852 ∣ 
[  epoch 0011/0030] 1570/4800, lr:2.5e-05 ∣ avg_100 : 5.555895 ∣ l2loss : 5.578367 ∣ 
[  epoch 0011/0030] 1580/4800, lr:2.5e-05 ∣ avg_100 : 5.555958 ∣ l2loss : 5.602803 ∣ 
[  epoch 0011/0030] 1590/4800, lr:2.5e-05 ∣ avg_100 : 5.556758 ∣ l2loss : 5.515750 ∣ 
[  epoch 0011/0030] 1600/4800, lr:2.5e-05 ∣ avg_100 : 5.559989 ∣ l2loss : 5.752981 ∣ 
[  epoch 0011/0030] 1610/4800, lr:2.5e-05 ∣ avg_100 : 5.557559 ∣ l2loss : 5.371915 ∣ 
[  epoch 0011/0030] 1620/4800, lr:2.5e-05 ∣ avg_100 : 5.554658 ∣ l2loss : 5.326523 ∣ 
[  epoch 0011/0030] 1630/4800, lr:2.5e-05 ∣ avg_100 : 5.553277 ∣ l2loss : 5.299204 ∣ 
[  epoch 0011/0030] 1640/4800, lr:2.5e-05 ∣ avg_100 : 5.559193 ∣ l2loss : 5.739061 ∣ 
[  epoch 0011/0030] 1650/4800, lr:2.5e-05 ∣ avg_100 : 5.557875 ∣ l2loss : 5.550161 ∣ 
[  epoch 0011/0030] 1660/4800, lr:2.5e-05 ∣ avg_100 : 5.558400 ∣ l2loss : 5.634865 ∣ 
[  epoch 0011/0030] 1670/4800, lr:2.5e-05 ∣ avg_100 : 5.556380 ∣ l2loss : 5.533276 ∣ 
[  epoch 0011/0030] 1680/4800, lr:2.5e-05 ∣ avg_100 : 5.557519 ∣ l2loss : 5.772144 ∣ 
[  epoch 0011/0030] 1690/4800, lr:2.5e-05 ∣ avg_100 : 5.556513 ∣ l2loss : 5.500637 ∣ 
[  epoch 0011/0030] 1700/4800, lr:2.5e-05 ∣ avg_100 : 5.554300 ∣ l2loss : 5.394669 ∣ 
[  epoch 0011/0030] 1710/4800, lr:2.5e-05 ∣ avg_100 : 5.553194 ∣ l2loss : 5.307183 ∣ 
[  epoch 0011/0030] 1720/4800, lr:2.5e-05 ∣ avg_100 : 5.550107 ∣ l2loss : 5.349414 ∣ 
[  epoch 0011/0030] 1730/4800, lr:2.5e-05 ∣ avg_100 : 5.553370 ∣ l2loss : 5.761601 ∣ 
[  epoch 0011/0030] 1740/4800, lr:2.5e-05 ∣ avg_100 : 5.555566 ∣ l2loss : 5.583793 ∣ 
[  epoch 0011/0030] 1750/4800, lr:2.5e-05 ∣ avg_100 : 5.555269 ∣ l2loss : 5.529804 ∣ 
[  epoch 0011/0030] 1760/4800, lr:2.5e-05 ∣ avg_100 : 5.557907 ∣ l2loss : 5.633863 ∣ 
[  epoch 0011/0030] 1770/4800, lr:2.5e-05 ∣ avg_100 : 5.554434 ∣ l2loss : 5.352655 ∣ 
[  epoch 0011/0030] 1780/4800, lr:2.5e-05 ∣ avg_100 : 5.556484 ∣ l2loss : 5.776875 ∣ 
[  epoch 0011/0030] 1790/4800, lr:2.5e-05 ∣ avg_100 : 5.559606 ∣ l2loss : 5.746739 ∣ 
[  epoch 0011/0030] 1800/4800, lr:2.5e-05 ∣ avg_100 : 5.557461 ∣ l2loss : 5.387675 ∣ 
[  epoch 0011/0030] 1810/4800, lr:2.5e-05 ∣ avg_100 : 5.557623 ∣ l2loss : 5.432400 ∣ 
[  epoch 0011/0030] 1820/4800, lr:2.5e-05 ∣ avg_100 : 5.558772 ∣ l2loss : 5.509017 ∣ 
[  epoch 0011/0030] 1830/4800, lr:2.5e-05 ∣ avg_100 : 5.558356 ∣ l2loss : 5.548635 ∣ 
[  epoch 0011/0030] 1840/4800, lr:2.5e-05 ∣ avg_100 : 5.559280 ∣ l2loss : 5.648178 ∣ 
[  epoch 0011/0030] 1850/4800, lr:2.5e-05 ∣ avg_100 : 5.556689 ∣ l2loss : 5.331980 ∣ 
[  epoch 0011/0030] 1860/4800, lr:2.5e-05 ∣ avg_100 : 5.553141 ∣ l2loss : 5.377297 ∣ 
[  epoch 0011/0030] 1870/4800, lr:2.5e-05 ∣ avg_100 : 5.551579 ∣ l2loss : 5.604343 ∣ 
[  epoch 0011/0030] 1880/4800, lr:2.5e-05 ∣ avg_100 : 5.547490 ∣ l2loss : 5.403600 ∣ 
[  epoch 0011/0030] 1890/4800, lr:2.5e-05 ∣ avg_100 : 5.548222 ∣ l2loss : 5.537763 ∣ 
[  epoch 0011/0030] 1900/4800, lr:2.5e-05 ∣ avg_100 : 5.549824 ∣ l2loss : 5.779036 ∣ 
[  epoch 0011/0030] 1910/4800, lr:2.5e-05 ∣ avg_100 : 5.551030 ∣ l2loss : 5.704379 ∣ 
[  epoch 0011/0030] 1920/4800, lr:2.5e-05 ∣ avg_100 : 5.550080 ∣ l2loss : 5.455054 ∣ 
[  epoch 0011/0030] 1930/4800, lr:2.5e-05 ∣ avg_100 : 5.551096 ∣ l2loss : 5.538411 ∣ 
[  epoch 0011/0030] 1940/4800, lr:2.5e-05 ∣ avg_100 : 5.548805 ∣ l2loss : 5.322759 ∣ 
[  epoch 0011/0030] 1950/4800, lr:2.5e-05 ∣ avg_100 : 5.553259 ∣ l2loss : 5.919252 ∣ 
[  epoch 0011/0030] 1960/4800, lr:2.5e-05 ∣ avg_100 : 5.551636 ∣ l2loss : 5.639453 ∣ 
[  epoch 0011/0030] 1970/4800, lr:2.5e-05 ∣ avg_100 : 5.547998 ∣ l2loss : 5.432171 ∣ 
[  epoch 0011/0030] 1980/4800, lr:2.5e-05 ∣ avg_100 : 5.548047 ∣ l2loss : 5.535014 ∣ 
[  epoch 0011/0030] 1990/4800, lr:2.5e-05 ∣ avg_100 : 5.548609 ∣ l2loss : 5.858613 ∣ 
[  epoch 0011/0030] 2000/4800, lr:2.5e-05 ∣ avg_100 : 5.549575 ∣ l2loss : 5.615100 ∣ 
[  epoch 0011/0030] 2010/4800, lr:2.5e-05 ∣ avg_100 : 5.548527 ∣ l2loss : 5.183749 ∣ 
[  epoch 0011/0030] 2020/4800, lr:2.5e-05 ∣ avg_100 : 5.547809 ∣ l2loss : 5.651676 ∣ 
[  epoch 0011/0030] 2030/4800, lr:2.5e-05 ∣ avg_100 : 5.549834 ∣ l2loss : 5.806356 ∣ 
[  epoch 0011/0030] 2040/4800, lr:2.5e-05 ∣ avg_100 : 5.551086 ∣ l2loss : 5.566145 ∣ 
[  epoch 0011/0030] 2050/4800, lr:2.5e-05 ∣ avg_100 : 5.552380 ∣ l2loss : 5.365539 ∣ 
[  epoch 0011/0030] 2060/4800, lr:2.5e-05 ∣ avg_100 : 5.549612 ∣ l2loss : 5.477304 ∣ 
[  epoch 0011/0030] 2070/4800, lr:2.5e-05 ∣ avg_100 : 5.551221 ∣ l2loss : 5.652947 ∣ 
[  epoch 0011/0030] 2080/4800, lr:2.5e-05 ∣ avg_100 : 5.553156 ∣ l2loss : 5.633424 ∣ 
[  epoch 0011/0030] 2090/4800, lr:2.5e-05 ∣ avg_100 : 5.551955 ∣ l2loss : 5.761828 ∣ 
[  epoch 0011/0030] 2100/4800, lr:2.5e-05 ∣ avg_100 : 5.552163 ∣ l2loss : 5.562079 ∣ 
[  epoch 0011/0030] 2110/4800, lr:2.5e-05 ∣ avg_100 : 5.554119 ∣ l2loss : 5.777604 ∣ 
[  epoch 0011/0030] 2120/4800, lr:2.5e-05 ∣ avg_100 : 5.553583 ∣ l2loss : 5.517438 ∣ 
[  epoch 0011/0030] 2130/4800, lr:2.5e-05 ∣ avg_100 : 5.550639 ∣ l2loss : 5.421907 ∣ 
[  epoch 0011/0030] 2140/4800, lr:2.5e-05 ∣ avg_100 : 5.546888 ∣ l2loss : 5.211800 ∣ 
[  epoch 0011/0030] 2150/4800, lr:2.5e-05 ∣ avg_100 : 5.552491 ∣ l2loss : 5.799349 ∣ 
[  epoch 0011/0030] 2160/4800, lr:2.5e-05 ∣ avg_100 : 5.553688 ∣ l2loss : 5.667791 ∣ 
[  epoch 0011/0030] 2170/4800, lr:2.5e-05 ∣ avg_100 : 5.551913 ∣ l2loss : 5.393657 ∣ 
[  epoch 0011/0030] 2180/4800, lr:2.5e-05 ∣ avg_100 : 5.552434 ∣ l2loss : 5.574049 ∣ 
[  epoch 0011/0030] 2190/4800, lr:2.5e-05 ∣ avg_100 : 5.551554 ∣ l2loss : 5.646131 ∣ 
[  epoch 0011/0030] 2200/4800, lr:2.5e-05 ∣ avg_100 : 5.551490 ∣ l2loss : 5.516669 ∣ 
[  epoch 0011/0030] 2210/4800, lr:2.5e-05 ∣ avg_100 : 5.553045 ∣ l2loss : 5.485161 ∣ 
[  epoch 0011/0030] 2220/4800, lr:2.5e-05 ∣ avg_100 : 5.554376 ∣ l2loss : 5.461147 ∣ 
[  epoch 0011/0030] 2230/4800, lr:2.5e-05 ∣ avg_100 : 5.557218 ∣ l2loss : 5.677719 ∣ 
[  epoch 0011/0030] 2240/4800, lr:2.5e-05 ∣ avg_100 : 5.558944 ∣ l2loss : 5.593376 ∣ 
[  epoch 0011/0030] 2250/4800, lr:2.5e-05 ∣ avg_100 : 5.557093 ∣ l2loss : 5.315889 ∣ 
[  epoch 0011/0030] 2260/4800, lr:2.5e-05 ∣ avg_100 : 5.557715 ∣ l2loss : 5.637023 ∣ 
[  epoch 0011/0030] 2270/4800, lr:2.5e-05 ∣ avg_100 : 5.555333 ∣ l2loss : 5.403923 ∣ 
[  epoch 0011/0030] 2280/4800, lr:2.5e-05 ∣ avg_100 : 5.556732 ∣ l2loss : 5.614077 ∣ 
[  epoch 0011/0030] 2290/4800, lr:2.5e-05 ∣ avg_100 : 5.553438 ∣ l2loss : 5.580338 ∣ 
[  epoch 0011/0030] 2300/4800, lr:2.5e-05 ∣ avg_100 : 5.555006 ∣ l2loss : 5.670871 ∣ 
[  epoch 0011/0030] 2310/4800, lr:2.5e-05 ∣ avg_100 : 5.555318 ∣ l2loss : 5.671268 ∣ 
[  epoch 0011/0030] 2320/4800, lr:2.5e-05 ∣ avg_100 : 5.558438 ∣ l2loss : 5.727051 ∣ 
[  epoch 0011/0030] 2330/4800, lr:2.5e-05 ∣ avg_100 : 5.555825 ∣ l2loss : 5.568172 ∣ 
[  epoch 0011/0030] 2340/4800, lr:2.5e-05 ∣ avg_100 : 5.554677 ∣ l2loss : 5.567646 ∣ 
[  epoch 0011/0030] 2350/4800, lr:2.5e-05 ∣ avg_100 : 5.554529 ∣ l2loss : 5.446802 ∣ 
[  epoch 0011/0030] 2360/4800, lr:2.5e-05 ∣ avg_100 : 5.556474 ∣ l2loss : 5.538870 ∣ 
[  epoch 0011/0030] 2370/4800, lr:2.5e-05 ∣ avg_100 : 5.556299 ∣ l2loss : 5.621376 ∣ 
[  epoch 0011/0030] 2380/4800, lr:2.5e-05 ∣ avg_100 : 5.555074 ∣ l2loss : 5.522745 ∣ 
[  epoch 0011/0030] 2390/4800, lr:2.5e-05 ∣ avg_100 : 5.552917 ∣ l2loss : 5.496916 ∣ 
[  epoch 0011/0030] 2400/4800, lr:2.5e-05 ∣ avg_100 : 5.552826 ∣ l2loss : 5.557886 ∣ 
[  epoch 0011/0030] 2410/4800, lr:2.5e-05 ∣ avg_100 : 5.556004 ∣ l2loss : 5.520274 ∣ 
[  epoch 0011/0030] 2420/4800, lr:2.5e-05 ∣ avg_100 : 5.556946 ∣ l2loss : 5.736324 ∣ 
[  epoch 0011/0030] 2430/4800, lr:2.5e-05 ∣ avg_100 : 5.555629 ∣ l2loss : 5.355787 ∣ 
[  epoch 0011/0030] 2440/4800, lr:2.5e-05 ∣ avg_100 : 5.556640 ∣ l2loss : 5.518784 ∣ 
[  epoch 0011/0030] 2450/4800, lr:2.5e-05 ∣ avg_100 : 5.554617 ∣ l2loss : 5.384061 ∣ 
[  epoch 0011/0030] 2460/4800, lr:2.5e-05 ∣ avg_100 : 5.552230 ∣ l2loss : 5.433678 ∣ 
[  epoch 0011/0030] 2470/4800, lr:2.5e-05 ∣ avg_100 : 5.552808 ∣ l2loss : 5.656006 ∣ 
[  epoch 0011/0030] 2480/4800, lr:2.5e-05 ∣ avg_100 : 5.550958 ∣ l2loss : 5.565610 ∣ 
[  epoch 0011/0030] 2490/4800, lr:2.5e-05 ∣ avg_100 : 5.550271 ∣ l2loss : 5.655814 ∣ 
[  epoch 0011/0030] 2500/4800, lr:2.5e-05 ∣ avg_100 : 5.551505 ∣ l2loss : 5.629839 ∣ 
[  epoch 0011/0030] 2510/4800, lr:2.5e-05 ∣ avg_100 : 5.553505 ∣ l2loss : 5.594433 ∣ 
[  epoch 0011/0030] 2520/4800, lr:2.5e-05 ∣ avg_100 : 5.549114 ∣ l2loss : 5.280695 ∣ 
[  epoch 0011/0030] 2530/4800, lr:2.5e-05 ∣ avg_100 : 5.548097 ∣ l2loss : 5.446002 ∣ 
[  epoch 0011/0030] 2540/4800, lr:2.5e-05 ∣ avg_100 : 5.548327 ∣ l2loss : 5.649033 ∣ 
[  epoch 0011/0030] 2550/4800, lr:2.5e-05 ∣ avg_100 : 5.551106 ∣ l2loss : 5.708338 ∣ 
[  epoch 0011/0030] 2560/4800, lr:2.5e-05 ∣ avg_100 : 5.551089 ∣ l2loss : 5.434129 ∣ 
[  epoch 0011/0030] 2570/4800, lr:2.5e-05 ∣ avg_100 : 5.550782 ∣ l2loss : 5.547674 ∣ 
[  epoch 0011/0030] 2580/4800, lr:2.5e-05 ∣ avg_100 : 5.550096 ∣ l2loss : 5.534191 ∣ 
[  epoch 0011/0030] 2590/4800, lr:2.5e-05 ∣ avg_100 : 5.550114 ∣ l2loss : 5.517514 ∣ 
[  epoch 0011/0030] 2600/4800, lr:2.5e-05 ∣ avg_100 : 5.547910 ∣ l2loss : 5.532633 ∣ 
[  epoch 0011/0030] 2610/4800, lr:2.5e-05 ∣ avg_100 : 5.547977 ∣ l2loss : 5.378570 ∣ 
[  epoch 0011/0030] 2620/4800, lr:2.5e-05 ∣ avg_100 : 5.552436 ∣ l2loss : 5.772460 ∣ 
[  epoch 0011/0030] 2630/4800, lr:2.5e-05 ∣ avg_100 : 5.552205 ∣ l2loss : 5.276038 ∣ 
[  epoch 0011/0030] 2640/4800, lr:2.5e-05 ∣ avg_100 : 5.550560 ∣ l2loss : 5.574584 ∣ 
[  epoch 0011/0030] 2650/4800, lr:2.5e-05 ∣ avg_100 : 5.549197 ∣ l2loss : 5.413859 ∣ 
[  epoch 0011/0030] 2660/4800, lr:2.5e-05 ∣ avg_100 : 5.548842 ∣ l2loss : 5.599341 ∣ 
[  epoch 0011/0030] 2670/4800, lr:2.5e-05 ∣ avg_100 : 5.552107 ∣ l2loss : 5.859841 ∣ 
[  epoch 0011/0030] 2680/4800, lr:2.5e-05 ∣ avg_100 : 5.550595 ∣ l2loss : 5.620923 ∣ 
[  epoch 0011/0030] 2690/4800, lr:2.5e-05 ∣ avg_100 : 5.552992 ∣ l2loss : 5.740301 ∣ 
[  epoch 0011/0030] 2700/4800, lr:2.5e-05 ∣ avg_100 : 5.554715 ∣ l2loss : 5.567033 ∣ 
[  epoch 0011/0030] 2710/4800, lr:2.5e-05 ∣ avg_100 : 5.558361 ∣ l2loss : 5.671791 ∣ 
[  epoch 0011/0030] 2720/4800, lr:2.5e-05 ∣ avg_100 : 5.560815 ∣ l2loss : 5.594813 ∣ 
[  epoch 0011/0030] 2730/4800, lr:2.5e-05 ∣ avg_100 : 5.560821 ∣ l2loss : 5.762125 ∣ 
[  epoch 0011/0030] 2740/4800, lr:2.5e-05 ∣ avg_100 : 5.559398 ∣ l2loss : 5.441521 ∣ 
[  epoch 0011/0030] 2750/4800, lr:2.5e-05 ∣ avg_100 : 5.560967 ∣ l2loss : 5.686669 ∣ 
[  epoch 0011/0030] 2760/4800, lr:2.5e-05 ∣ avg_100 : 5.560204 ∣ l2loss : 5.557617 ∣ 
[  epoch 0011/0030] 2770/4800, lr:2.5e-05 ∣ avg_100 : 5.561784 ∣ l2loss : 5.510602 ∣ 
[  epoch 0011/0030] 2780/4800, lr:2.5e-05 ∣ avg_100 : 5.558199 ∣ l2loss : 5.418418 ∣ 
[  epoch 0011/0030] 2790/4800, lr:2.5e-05 ∣ avg_100 : 5.553667 ∣ l2loss : 5.293542 ∣ 
[  epoch 0011/0030] 2800/4800, lr:2.5e-05 ∣ avg_100 : 5.553966 ∣ l2loss : 5.417545 ∣ 
[  epoch 0011/0030] 2810/4800, lr:2.5e-05 ∣ avg_100 : 5.553800 ∣ l2loss : 5.415810 ∣ 
[  epoch 0011/0030] 2820/4800, lr:2.5e-05 ∣ avg_100 : 5.551646 ∣ l2loss : 5.293629 ∣ 
[  epoch 0011/0030] 2830/4800, lr:2.5e-05 ∣ avg_100 : 5.550930 ∣ l2loss : 5.477033 ∣ 
[  epoch 0011/0030] 2840/4800, lr:2.5e-05 ∣ avg_100 : 5.549539 ∣ l2loss : 5.509055 ∣ 
[  epoch 0011/0030] 2850/4800, lr:2.5e-05 ∣ avg_100 : 5.551643 ∣ l2loss : 5.542415 ∣ 
[  epoch 0011/0030] 2860/4800, lr:2.5e-05 ∣ avg_100 : 5.553137 ∣ l2loss : 5.526672 ∣ 
[  epoch 0011/0030] 2870/4800, lr:2.5e-05 ∣ avg_100 : 5.554580 ∣ l2loss : 5.748657 ∣ 
[  epoch 0011/0030] 2880/4800, lr:2.5e-05 ∣ avg_100 : 5.558119 ∣ l2loss : 5.757479 ∣ 
[  epoch 0011/0030] 2890/4800, lr:2.5e-05 ∣ avg_100 : 5.559082 ∣ l2loss : 5.634055 ∣ 
[  epoch 0011/0030] 2900/4800, lr:2.5e-05 ∣ avg_100 : 5.557667 ∣ l2loss : 5.637568 ∣ 
[  epoch 0011/0030] 2910/4800, lr:2.5e-05 ∣ avg_100 : 5.554552 ∣ l2loss : 5.392843 ∣ 
[  epoch 0011/0030] 2920/4800, lr:2.5e-05 ∣ avg_100 : 5.555903 ∣ l2loss : 5.590172 ∣ 
[  epoch 0011/0030] 2930/4800, lr:2.5e-05 ∣ avg_100 : 5.556207 ∣ l2loss : 5.568793 ∣ 
[  epoch 0011/0030] 2940/4800, lr:2.5e-05 ∣ avg_100 : 5.556993 ∣ l2loss : 5.401383 ∣ 
[  epoch 0011/0030] 2950/4800, lr:2.5e-05 ∣ avg_100 : 5.552399 ∣ l2loss : 5.459873 ∣ 
[  epoch 0011/0030] 2960/4800, lr:2.5e-05 ∣ avg_100 : 5.548240 ∣ l2loss : 5.223580 ∣ 
[  epoch 0011/0030] 2970/4800, lr:2.5e-05 ∣ avg_100 : 5.549335 ∣ l2loss : 5.541603 ∣ 
[  epoch 0011/0030] 2980/4800, lr:2.5e-05 ∣ avg_100 : 5.548583 ∣ l2loss : 5.459822 ∣ 
[  epoch 0011/0030] 2990/4800, lr:2.5e-05 ∣ avg_100 : 5.541920 ∣ l2loss : 5.192316 ∣ 
[  epoch 0011/0030] 3000/4800, lr:2.5e-05 ∣ avg_100 : 5.541050 ∣ l2loss : 5.528173 ∣ 
[  epoch 0011/0030] 3010/4800, lr:2.5e-05 ∣ avg_100 : 5.543516 ∣ l2loss : 5.430298 ∣ 
[  epoch 0011/0030] 3020/4800, lr:2.5e-05 ∣ avg_100 : 5.541585 ∣ l2loss : 5.458543 ∣ 
[  epoch 0011/0030] 3030/4800, lr:2.5e-05 ∣ avg_100 : 5.539875 ∣ l2loss : 5.635348 ∣ 
[  epoch 0011/0030] 3040/4800, lr:2.5e-05 ∣ avg_100 : 5.539334 ∣ l2loss : 5.512064 ∣ 
[  epoch 0011/0030] 3050/4800, lr:2.5e-05 ∣ avg_100 : 5.540394 ∣ l2loss : 5.471522 ∣ 
[  epoch 0011/0030] 3060/4800, lr:2.5e-05 ∣ avg_100 : 5.541018 ∣ l2loss : 5.539765 ∣ 
[  epoch 0011/0030] 3070/4800, lr:2.5e-05 ∣ avg_100 : 5.538534 ∣ l2loss : 5.404534 ∣ 
[  epoch 0011/0030] 3080/4800, lr:2.5e-05 ∣ avg_100 : 5.535439 ∣ l2loss : 5.323888 ∣ 
[  epoch 0011/0030] 3090/4800, lr:2.5e-05 ∣ avg_100 : 5.531678 ∣ l2loss : 5.385786 ∣ 
[  epoch 0011/0030] 3100/4800, lr:2.5e-05 ∣ avg_100 : 5.531920 ∣ l2loss : 5.586209 ∣ 
[  epoch 0011/0030] 3110/4800, lr:2.5e-05 ∣ avg_100 : 5.533253 ∣ l2loss : 5.910998 ∣ 
[  epoch 0011/0030] 3120/4800, lr:2.5e-05 ∣ avg_100 : 5.532490 ∣ l2loss : 5.441119 ∣ 
[  epoch 0011/0030] 3130/4800, lr:2.5e-05 ∣ avg_100 : 5.535259 ∣ l2loss : 5.698784 ∣ 
[  epoch 0011/0030] 3140/4800, lr:2.5e-05 ∣ avg_100 : 5.539851 ∣ l2loss : 5.670945 ∣ 
[  epoch 0011/0030] 3150/4800, lr:2.5e-05 ∣ avg_100 : 5.538834 ∣ l2loss : 5.697695 ∣ 
[  epoch 0011/0030] 3160/4800, lr:2.5e-05 ∣ avg_100 : 5.538241 ∣ l2loss : 5.608522 ∣ 
[  epoch 0011/0030] 3170/4800, lr:2.5e-05 ∣ avg_100 : 5.538969 ∣ l2loss : 5.466467 ∣ 
[  epoch 0011/0030] 3180/4800, lr:2.5e-05 ∣ avg_100 : 5.538733 ∣ l2loss : 5.550373 ∣ 
[  epoch 0011/0030] 3190/4800, lr:2.5e-05 ∣ avg_100 : 5.539371 ∣ l2loss : 5.709925 ∣ 
[  epoch 0011/0030] 3200/4800, lr:2.5e-05 ∣ avg_100 : 5.541008 ∣ l2loss : 5.680365 ∣ 
[  epoch 0011/0030] 3210/4800, lr:2.5e-05 ∣ avg_100 : 5.541806 ∣ l2loss : 5.564962 ∣ 
[  epoch 0011/0030] 3220/4800, lr:2.5e-05 ∣ avg_100 : 5.542419 ∣ l2loss : 5.522543 ∣ 
[  epoch 0011/0030] 3230/4800, lr:2.5e-05 ∣ avg_100 : 5.541417 ∣ l2loss : 5.577437 ∣ 
[  epoch 0011/0030] 3240/4800, lr:2.5e-05 ∣ avg_100 : 5.542504 ∣ l2loss : 5.702133 ∣ 
[  epoch 0011/0030] 3250/4800, lr:2.5e-05 ∣ avg_100 : 5.544925 ∣ l2loss : 5.557931 ∣ 
[  epoch 0011/0030] 3260/4800, lr:2.5e-05 ∣ avg_100 : 5.545437 ∣ l2loss : 5.688229 ∣ 
[  epoch 0011/0030] 3270/4800, lr:2.5e-05 ∣ avg_100 : 5.547617 ∣ l2loss : 5.621904 ∣ 
[  epoch 0011/0030] 3280/4800, lr:2.5e-05 ∣ avg_100 : 5.544006 ∣ l2loss : 5.253052 ∣ 
[  epoch 0011/0030] 3290/4800, lr:2.5e-05 ∣ avg_100 : 5.544023 ∣ l2loss : 5.582047 ∣ 
[  epoch 0011/0030] 3300/4800, lr:2.5e-05 ∣ avg_100 : 5.541998 ∣ l2loss : 5.468332 ∣ 
[  epoch 0011/0030] 3310/4800, lr:2.5e-05 ∣ avg_100 : 5.539256 ∣ l2loss : 5.397038 ∣ 
[  epoch 0011/0030] 3320/4800, lr:2.5e-05 ∣ avg_100 : 5.535573 ∣ l2loss : 5.358753 ∣ 
[  epoch 0011/0030] 3330/4800, lr:2.5e-05 ∣ avg_100 : 5.534344 ∣ l2loss : 5.445338 ∣ 
[  epoch 0011/0030] 3340/4800, lr:2.5e-05 ∣ avg_100 : 5.530865 ∣ l2loss : 5.219670 ∣ 
[  epoch 0011/0030] 3350/4800, lr:2.5e-05 ∣ avg_100 : 5.530318 ∣ l2loss : 5.392158 ∣ 
[  epoch 0011/0030] 3360/4800, lr:2.5e-05 ∣ avg_100 : 5.531009 ∣ l2loss : 5.607970 ∣ 
[  epoch 0011/0030] 3370/4800, lr:2.5e-05 ∣ avg_100 : 5.530050 ∣ l2loss : 5.525456 ∣ 
[  epoch 0011/0030] 3380/4800, lr:2.5e-05 ∣ avg_100 : 5.527041 ∣ l2loss : 5.221889 ∣ 
[  epoch 0011/0030] 3390/4800, lr:2.5e-05 ∣ avg_100 : 5.525013 ∣ l2loss : 5.294041 ∣ 
[  epoch 0011/0030] 3400/4800, lr:2.5e-05 ∣ avg_100 : 5.525653 ∣ l2loss : 5.621897 ∣ 
[  epoch 0011/0030] 3410/4800, lr:2.5e-05 ∣ avg_100 : 5.526892 ∣ l2loss : 5.644244 ∣ 
[  epoch 0011/0030] 3420/4800, lr:2.5e-05 ∣ avg_100 : 5.522499 ∣ l2loss : 5.296956 ∣ 
[  epoch 0011/0030] 3430/4800, lr:2.5e-05 ∣ avg_100 : 5.523103 ∣ l2loss : 5.416239 ∣ 
[  epoch 0011/0030] 3440/4800, lr:2.5e-05 ∣ avg_100 : 5.522671 ∣ l2loss : 5.475591 ∣ 
[  epoch 0011/0030] 3450/4800, lr:2.5e-05 ∣ avg_100 : 5.526781 ∣ l2loss : 5.794999 ∣ 
[  epoch 0011/0030] 3460/4800, lr:2.5e-05 ∣ avg_100 : 5.528604 ∣ l2loss : 5.616038 ∣ 
[  epoch 0011/0030] 3470/4800, lr:2.5e-05 ∣ avg_100 : 5.526718 ∣ l2loss : 5.467348 ∣ 
[  epoch 0011/0030] 3480/4800, lr:2.5e-05 ∣ avg_100 : 5.525287 ∣ l2loss : 5.422538 ∣ 
[  epoch 0011/0030] 3490/4800, lr:2.5e-05 ∣ avg_100 : 5.524701 ∣ l2loss : 5.597175 ∣ 
[  epoch 0011/0030] 3500/4800, lr:2.5e-05 ∣ avg_100 : 5.524602 ∣ l2loss : 5.619988 ∣ 
[  epoch 0011/0030] 3510/4800, lr:2.5e-05 ∣ avg_100 : 5.524245 ∣ l2loss : 5.558765 ∣ 
[  epoch 0011/0030] 3520/4800, lr:2.5e-05 ∣ avg_100 : 5.528345 ∣ l2loss : 5.690693 ∣ 
[  epoch 0011/0030] 3530/4800, lr:2.5e-05 ∣ avg_100 : 5.528099 ∣ l2loss : 5.421321 ∣ 
[  epoch 0011/0030] 3540/4800, lr:2.5e-05 ∣ avg_100 : 5.526689 ∣ l2loss : 5.508073 ∣ 
[  epoch 0011/0030] 3550/4800, lr:2.5e-05 ∣ avg_100 : 5.526328 ∣ l2loss : 5.672212 ∣ 
[  epoch 0011/0030] 3560/4800, lr:2.5e-05 ∣ avg_100 : 5.526186 ∣ l2loss : 5.420004 ∣ 
[  epoch 0011/0030] 3570/4800, lr:2.5e-05 ∣ avg_100 : 5.525644 ∣ l2loss : 5.493402 ∣ 
[  epoch 0011/0030] 3580/4800, lr:2.5e-05 ∣ avg_100 : 5.527405 ∣ l2loss : 5.710283 ∣ 
[  epoch 0011/0030] 3590/4800, lr:2.5e-05 ∣ avg_100 : 5.527299 ∣ l2loss : 5.506898 ∣ 
[  epoch 0011/0030] 3600/4800, lr:2.5e-05 ∣ avg_100 : 5.527565 ∣ l2loss : 5.559291 ∣ 
[  epoch 0011/0030] 3610/4800, lr:2.5e-05 ∣ avg_100 : 5.529768 ∣ l2loss : 5.598859 ∣ 
[  epoch 0011/0030] 3620/4800, lr:2.5e-05 ∣ avg_100 : 5.529175 ∣ l2loss : 5.713164 ∣ 
[  epoch 0011/0030] 3630/4800, lr:2.5e-05 ∣ avg_100 : 5.534581 ∣ l2loss : 5.816619 ∣ 
[  epoch 0011/0030] 3640/4800, lr:2.5e-05 ∣ avg_100 : 5.534678 ∣ l2loss : 5.584261 ∣ 
[  epoch 0011/0030] 3650/4800, lr:2.5e-05 ∣ avg_100 : 5.535900 ∣ l2loss : 5.536096 ∣ 
[  epoch 0011/0030] 3660/4800, lr:2.5e-05 ∣ avg_100 : 5.536074 ∣ l2loss : 5.616782 ∣ 
[  epoch 0011/0030] 3670/4800, lr:2.5e-05 ∣ avg_100 : 5.533545 ∣ l2loss : 5.606919 ∣ 
[  epoch 0011/0030] 3680/4800, lr:2.5e-05 ∣ avg_100 : 5.532651 ∣ l2loss : 5.531458 ∣ 
[  epoch 0011/0030] 3690/4800, lr:2.5e-05 ∣ avg_100 : 5.531726 ∣ l2loss : 5.647873 ∣ 
[  epoch 0011/0030] 3700/4800, lr:2.5e-05 ∣ avg_100 : 5.533312 ∣ l2loss : 5.725587 ∣ 
[  epoch 0011/0030] 3710/4800, lr:2.5e-05 ∣ avg_100 : 5.531318 ∣ l2loss : 5.472457 ∣ 
[  epoch 0011/0030] 3720/4800, lr:2.5e-05 ∣ avg_100 : 5.530669 ∣ l2loss : 5.529883 ∣ 
[  epoch 0011/0030] 3730/4800, lr:2.5e-05 ∣ avg_100 : 5.527876 ∣ l2loss : 5.482767 ∣ 
[  epoch 0011/0030] 3740/4800, lr:2.5e-05 ∣ avg_100 : 5.527216 ∣ l2loss : 5.375587 ∣ 
[  epoch 0011/0030] 3750/4800, lr:2.5e-05 ∣ avg_100 : 5.525777 ∣ l2loss : 5.542716 ∣ 
[  epoch 0011/0030] 3760/4800, lr:2.5e-05 ∣ avg_100 : 5.524863 ∣ l2loss : 5.466238 ∣ 
[  epoch 0011/0030] 3770/4800, lr:2.5e-05 ∣ avg_100 : 5.525475 ∣ l2loss : 5.571772 ∣ 
[  epoch 0011/0030] 3780/4800, lr:2.5e-05 ∣ avg_100 : 5.526764 ∣ l2loss : 5.547363 ∣ 
[  epoch 0011/0030] 3790/4800, lr:2.5e-05 ∣ avg_100 : 5.529349 ∣ l2loss : 5.552013 ∣ 
[  epoch 0011/0030] 3800/4800, lr:2.5e-05 ∣ avg_100 : 5.529280 ∣ l2loss : 5.410649 ∣ 
[  epoch 0011/0030] 3810/4800, lr:2.5e-05 ∣ avg_100 : 5.528299 ∣ l2loss : 5.317759 ∣ 
[  epoch 0011/0030] 3820/4800, lr:2.5e-05 ∣ avg_100 : 5.527622 ∣ l2loss : 5.225938 ∣ 
[  epoch 0011/0030] 3830/4800, lr:2.5e-05 ∣ avg_100 : 5.526676 ∣ l2loss : 5.382428 ∣ 
[  epoch 0011/0030] 3840/4800, lr:2.5e-05 ∣ avg_100 : 5.528736 ∣ l2loss : 5.715005 ∣ 
[  epoch 0011/0030] 3850/4800, lr:2.5e-05 ∣ avg_100 : 5.529342 ∣ l2loss : 5.603030 ∣ 
[  epoch 0011/0030] 3860/4800, lr:2.5e-05 ∣ avg_100 : 5.527367 ∣ l2loss : 5.329219 ∣ 
[  epoch 0011/0030] 3870/4800, lr:2.5e-05 ∣ avg_100 : 5.522989 ∣ l2loss : 5.310830 ∣ 
[  epoch 0011/0030] 3880/4800, lr:2.5e-05 ∣ avg_100 : 5.519591 ∣ l2loss : 5.417670 ∣ 
[  epoch 0011/0030] 3890/4800, lr:2.5e-05 ∣ avg_100 : 5.519350 ∣ l2loss : 5.609915 ∣ 
[  epoch 0011/0030] 3900/4800, lr:2.5e-05 ∣ avg_100 : 5.518144 ∣ l2loss : 5.516946 ∣ 
[  epoch 0011/0030] 3910/4800, lr:2.5e-05 ∣ avg_100 : 5.520105 ∣ l2loss : 5.589040 ∣ 
[  epoch 0011/0030] 3920/4800, lr:2.5e-05 ∣ avg_100 : 5.521116 ∣ l2loss : 5.691199 ∣ 
[  epoch 0011/0030] 3930/4800, lr:2.5e-05 ∣ avg_100 : 5.520580 ∣ l2loss : 5.515238 ∣ 
[  epoch 0011/0030] 3940/4800, lr:2.5e-05 ∣ avg_100 : 5.523676 ∣ l2loss : 5.710917 ∣ 
[  epoch 0011/0030] 3950/4800, lr:2.5e-05 ∣ avg_100 : 5.523295 ∣ l2loss : 5.421862 ∣ 
[  epoch 0011/0030] 3960/4800, lr:2.5e-05 ∣ avg_100 : 5.524364 ∣ l2loss : 5.330450 ∣ 
[  epoch 0011/0030] 3970/4800, lr:2.5e-05 ∣ avg_100 : 5.524551 ∣ l2loss : 5.560326 ∣ 
[  epoch 0011/0030] 3980/4800, lr:2.5e-05 ∣ avg_100 : 5.525046 ∣ l2loss : 5.509333 ∣ 
[  epoch 0011/0030] 3990/4800, lr:2.5e-05 ∣ avg_100 : 5.526330 ∣ l2loss : 5.320625 ∣ 
[  epoch 0011/0030] 4000/4800, lr:2.5e-05 ∣ avg_100 : 5.528295 ∣ l2loss : 5.724746 ∣ 
[  epoch 0011/0030] 4010/4800, lr:2.5e-05 ∣ avg_100 : 5.529115 ∣ l2loss : 5.512320 ∣ 
[  epoch 0011/0030] 4020/4800, lr:2.5e-05 ∣ avg_100 : 5.532275 ∣ l2loss : 5.774469 ∣ 
[  epoch 0011/0030] 4030/4800, lr:2.5e-05 ∣ avg_100 : 5.530417 ∣ l2loss : 5.449563 ∣ 
[  epoch 0011/0030] 4040/4800, lr:2.5e-05 ∣ avg_100 : 5.530706 ∣ l2loss : 5.540930 ∣ 
[  epoch 0011/0030] 4050/4800, lr:2.5e-05 ∣ avg_100 : 5.531806 ∣ l2loss : 5.581605 ∣ 
[  epoch 0011/0030] 4060/4800, lr:2.5e-05 ∣ avg_100 : 5.529466 ∣ l2loss : 5.305681 ∣ 
[  epoch 0011/0030] 4070/4800, lr:2.5e-05 ∣ avg_100 : 5.528015 ∣ l2loss : 5.259507 ∣ 
[  epoch 0011/0030] 4080/4800, lr:2.5e-05 ∣ avg_100 : 5.531251 ∣ l2loss : 5.647457 ∣ 
[  epoch 0011/0030] 4090/4800, lr:2.5e-05 ∣ avg_100 : 5.534712 ∣ l2loss : 5.731887 ∣ 
[  epoch 0011/0030] 4100/4800, lr:2.5e-05 ∣ avg_100 : 5.535038 ∣ l2loss : 5.618852 ∣ 
[  epoch 0011/0030] 4110/4800, lr:2.5e-05 ∣ avg_100 : 5.529962 ∣ l2loss : 5.403395 ∣ 
[  epoch 0011/0030] 4120/4800, lr:2.5e-05 ∣ avg_100 : 5.529194 ∣ l2loss : 5.364322 ∣ 
[  epoch 0011/0030] 4130/4800, lr:2.5e-05 ∣ avg_100 : 5.526252 ∣ l2loss : 5.404507 ∣ 
[  epoch 0011/0030] 4140/4800, lr:2.5e-05 ∣ avg_100 : 5.526081 ∣ l2loss : 5.653863 ∣ 
[  epoch 0011/0030] 4150/4800, lr:2.5e-05 ∣ avg_100 : 5.522508 ∣ l2loss : 5.340408 ∣ 
[  epoch 0011/0030] 4160/4800, lr:2.5e-05 ∣ avg_100 : 5.521475 ∣ l2loss : 5.505264 ∣ 
[  epoch 0011/0030] 4170/4800, lr:2.5e-05 ∣ avg_100 : 5.520833 ∣ l2loss : 5.402248 ∣ 
[  epoch 0011/0030] 4180/4800, lr:2.5e-05 ∣ avg_100 : 5.518527 ∣ l2loss : 5.319767 ∣ 
[  epoch 0011/0030] 4190/4800, lr:2.5e-05 ∣ avg_100 : 5.517305 ∣ l2loss : 5.587678 ∣ 
[  epoch 0011/0030] 4200/4800, lr:2.5e-05 ∣ avg_100 : 5.516926 ∣ l2loss : 5.642544 ∣ 
[  epoch 0011/0030] 4210/4800, lr:2.5e-05 ∣ avg_100 : 5.515535 ∣ l2loss : 5.425826 ∣ 
[  epoch 0011/0030] 4220/4800, lr:2.5e-05 ∣ avg_100 : 5.516145 ∣ l2loss : 5.583511 ∣ 
[  epoch 0011/0030] 4230/4800, lr:2.5e-05 ∣ avg_100 : 5.514902 ∣ l2loss : 5.453146 ∣ 
[  epoch 0011/0030] 4240/4800, lr:2.5e-05 ∣ avg_100 : 5.513344 ∣ l2loss : 5.546369 ∣ 
[  epoch 0011/0030] 4250/4800, lr:2.5e-05 ∣ avg_100 : 5.514846 ∣ l2loss : 5.708083 ∣ 
[  epoch 0011/0030] 4260/4800, lr:2.5e-05 ∣ avg_100 : 5.513605 ∣ l2loss : 5.564134 ∣ 
[  epoch 0011/0030] 4270/4800, lr:2.5e-05 ∣ avg_100 : 5.513497 ∣ l2loss : 5.611111 ∣ 
[  epoch 0011/0030] 4280/4800, lr:2.5e-05 ∣ avg_100 : 5.516712 ∣ l2loss : 5.574544 ∣ 
[  epoch 0011/0030] 4290/4800, lr:2.5e-05 ∣ avg_100 : 5.517275 ∣ l2loss : 5.638410 ∣ 
[  epoch 0011/0030] 4300/4800, lr:2.5e-05 ∣ avg_100 : 5.516227 ∣ l2loss : 5.363490 ∣ 
[  epoch 0011/0030] 4310/4800, lr:2.5e-05 ∣ avg_100 : 5.517510 ∣ l2loss : 5.525306 ∣ 
[  epoch 0011/0030] 4320/4800, lr:2.5e-05 ∣ avg_100 : 5.520654 ∣ l2loss : 5.673201 ∣ 
[  epoch 0011/0030] 4330/4800, lr:2.5e-05 ∣ avg_100 : 5.518193 ∣ l2loss : 5.199254 ∣ 
[  epoch 0011/0030] 4340/4800, lr:2.5e-05 ∣ avg_100 : 5.523319 ∣ l2loss : 5.732284 ∣ 
[  epoch 0011/0030] 4350/4800, lr:2.5e-05 ∣ avg_100 : 5.526155 ∣ l2loss : 5.675677 ∣ 
[  epoch 0011/0030] 4360/4800, lr:2.5e-05 ∣ avg_100 : 5.523818 ∣ l2loss : 5.374332 ∣ 
[  epoch 0011/0030] 4370/4800, lr:2.5e-05 ∣ avg_100 : 5.525240 ∣ l2loss : 5.667660 ∣ 
[  epoch 0011/0030] 4380/4800, lr:2.5e-05 ∣ avg_100 : 5.528517 ∣ l2loss : 5.549524 ∣ 
[  epoch 0011/0030] 4390/4800, lr:2.5e-05 ∣ avg_100 : 5.532762 ∣ l2loss : 5.718563 ∣ 
[  epoch 0011/0030] 4400/4800, lr:2.5e-05 ∣ avg_100 : 5.533939 ∣ l2loss : 5.739572 ∣ 
[  epoch 0011/0030] 4410/4800, lr:2.5e-05 ∣ avg_100 : 5.530033 ∣ l2loss : 5.253642 ∣ 
[  epoch 0011/0030] 4420/4800, lr:2.5e-05 ∣ avg_100 : 5.530871 ∣ l2loss : 5.380763 ∣ 
[  epoch 0011/0030] 4430/4800, lr:2.5e-05 ∣ avg_100 : 5.531719 ∣ l2loss : 5.501077 ∣ 
[  epoch 0011/0030] 4440/4800, lr:2.5e-05 ∣ avg_100 : 5.533477 ∣ l2loss : 5.651366 ∣ 
[  epoch 0011/0030] 4450/4800, lr:2.5e-05 ∣ avg_100 : 5.531320 ∣ l2loss : 5.579343 ∣ 
[  epoch 0011/0030] 4460/4800, lr:2.5e-05 ∣ avg_100 : 5.531957 ∣ l2loss : 5.679728 ∣ 
[  epoch 0011/0030] 4470/4800, lr:2.5e-05 ∣ avg_100 : 5.532906 ∣ l2loss : 5.562238 ∣ 
[  epoch 0011/0030] 4480/4800, lr:2.5e-05 ∣ avg_100 : 5.534004 ∣ l2loss : 5.532356 ∣ 
[  epoch 0011/0030] 4490/4800, lr:2.5e-05 ∣ avg_100 : 5.532643 ∣ l2loss : 5.461023 ∣ 
[  epoch 0011/0030] 4500/4800, lr:2.5e-05 ∣ avg_100 : 5.530885 ∣ l2loss : 5.444257 ∣ 
[  epoch 0011/0030] 4510/4800, lr:2.5e-05 ∣ avg_100 : 5.530090 ∣ l2loss : 5.479187 ∣ 
[  epoch 0011/0030] 4520/4800, lr:2.5e-05 ∣ avg_100 : 5.530705 ∣ l2loss : 5.752264 ∣ 
[  epoch 0011/0030] 4530/4800, lr:2.5e-05 ∣ avg_100 : 5.531519 ∣ l2loss : 5.502693 ∣ 
[  epoch 0011/0030] 4540/4800, lr:2.5e-05 ∣ avg_100 : 5.532917 ∣ l2loss : 5.647900 ∣ 
[  epoch 0011/0030] 4550/4800, lr:2.5e-05 ∣ avg_100 : 5.534454 ∣ l2loss : 5.825873 ∣ 
[  epoch 0011/0030] 4560/4800, lr:2.5e-05 ∣ avg_100 : 5.537940 ∣ l2loss : 5.768640 ∣ 
[  epoch 0011/0030] 4570/4800, lr:2.5e-05 ∣ avg_100 : 5.536603 ∣ l2loss : 5.359657 ∣ 
[  epoch 0011/0030] 4580/4800, lr:2.5e-05 ∣ avg_100 : 5.536601 ∣ l2loss : 5.710128 ∣ 
[  epoch 0011/0030] 4590/4800, lr:2.5e-05 ∣ avg_100 : 5.536038 ∣ l2loss : 5.450541 ∣ 
[  epoch 0011/0030] 4600/4800, lr:2.5e-05 ∣ avg_100 : 5.536872 ∣ l2loss : 5.642669 ∣ 
[  epoch 0011/0030] 4610/4800, lr:2.5e-05 ∣ avg_100 : 5.536032 ∣ l2loss : 5.514925 ∣ 
[  epoch 0011/0030] 4620/4800, lr:2.5e-05 ∣ avg_100 : 5.535367 ∣ l2loss : 5.646669 ∣ 
[  epoch 0011/0030] 4630/4800, lr:2.5e-05 ∣ avg_100 : 5.531158 ∣ l2loss : 5.395734 ∣ 
[  epoch 0011/0030] 4640/4800, lr:2.5e-05 ∣ avg_100 : 5.530186 ∣ l2loss : 5.487053 ∣ 
[  epoch 0011/0030] 4650/4800, lr:2.5e-05 ∣ avg_100 : 5.527911 ∣ l2loss : 5.308569 ∣ 
[  epoch 0011/0030] 4660/4800, lr:2.5e-05 ∣ avg_100 : 5.526048 ∣ l2loss : 5.430484 ∣ 
[  epoch 0011/0030] 4670/4800, lr:2.5e-05 ∣ avg_100 : 5.524692 ∣ l2loss : 5.471290 ∣ 
[  epoch 0011/0030] 4680/4800, lr:2.5e-05 ∣ avg_100 : 5.525345 ∣ l2loss : 5.596731 ∣ 
[  epoch 0011/0030] 4690/4800, lr:2.5e-05 ∣ avg_100 : 5.522570 ∣ l2loss : 5.370399 ∣ 
[  epoch 0011/0030] 4700/4800, lr:2.5e-05 ∣ avg_100 : 5.519657 ∣ l2loss : 5.434336 ∣ 
[  epoch 0011/0030] 4710/4800, lr:2.5e-05 ∣ avg_100 : 5.518909 ∣ l2loss : 5.397652 ∣ 
[  epoch 0011/0030] 4720/4800, lr:2.5e-05 ∣ avg_100 : 5.518352 ∣ l2loss : 5.474144 ∣ 
[  epoch 0011/0030] 4730/4800, lr:2.5e-05 ∣ avg_100 : 5.520598 ∣ l2loss : 5.707365 ∣ 
[  epoch 0011/0030] 4740/4800, lr:2.5e-05 ∣ avg_100 : 5.524589 ∣ l2loss : 5.774732 ∣ 
[  epoch 0011/0030] 4750/4800, lr:2.5e-05 ∣ avg_100 : 5.526727 ∣ l2loss : 5.756456 ∣ 
[  epoch 0011/0030] 4760/4800, lr:2.5e-05 ∣ avg_100 : 5.528320 ∣ l2loss : 5.625607 ∣ 
[  epoch 0011/0030] 4770/4800, lr:2.5e-05 ∣ avg_100 : 5.530503 ∣ l2loss : 5.789991 ∣ 
[  epoch 0011/0030] 4780/4800, lr:2.5e-05 ∣ avg_100 : 5.529373 ∣ l2loss : 5.434448 ∣ 
[  epoch 0011/0030] 4790/4800, lr:2.5e-05 ∣ avg_100 : 5.528982 ∣ l2loss : 5.512826 ∣ 
[  epoch 0011/0030] 4800/4800, lr:2.5e-05 ∣ avg_100 : 5.529885 ∣ l2loss : 5.500965 ∣ 
[    val 011    ] Done! PSNR : 36.65 dB, SSIM : 0.928total: 23:01:20                    
[  epoch 0012/0030] 0010/4800, lr:2.5e-05 ∣ avg_100 : 5.530886 ∣ l2loss : 5.417910 ∣ 
[  epoch 0012/0030] 0020/4800, lr:2.5e-05 ∣ avg_100 : 5.534975 ∣ l2loss : 5.634833 ∣ 
[  epoch 0012/0030] 0030/4800, lr:2.5e-05 ∣ avg_100 : 5.535391 ∣ l2loss : 5.424020 ∣ 
[  epoch 0012/0030] 0040/4800, lr:2.5e-05 ∣ avg_100 : 5.531877 ∣ l2loss : 5.363626 ∣ 
[  epoch 0012/0030] 0050/4800, lr:2.5e-05 ∣ avg_100 : 5.532352 ∣ l2loss : 5.650518 ∣ 
[  epoch 0012/0030] 0060/4800, lr:2.5e-05 ∣ avg_100 : 5.532441 ∣ l2loss : 5.338109 ∣ 
[  epoch 0012/0030] 0070/4800, lr:2.5e-05 ∣ avg_100 : 5.533156 ∣ l2loss : 5.382287 ∣ 
[  epoch 0012/0030] 0080/4800, lr:2.5e-05 ∣ avg_100 : 5.532378 ∣ l2loss : 5.339877 ∣ 
[  epoch 0012/0030] 0090/4800, lr:2.5e-05 ∣ avg_100 : 5.530535 ∣ l2loss : 5.425695 ∣ 
[  epoch 0012/0030] 0100/4800, lr:2.5e-05 ∣ avg_100 : 5.530829 ∣ l2loss : 5.546304 ∣ 
[  epoch 0012/0030] 0110/4800, lr:2.5e-05 ∣ avg_100 : 5.530847 ∣ l2loss : 5.590816 ∣ 
[  epoch 0012/0030] 0120/4800, lr:2.5e-05 ∣ avg_100 : 5.530100 ∣ l2loss : 5.616482 ∣ 
[  epoch 0012/0030] 0130/4800, lr:2.5e-05 ∣ avg_100 : 5.531436 ∣ l2loss : 5.648832 ∣ 
[  epoch 0012/0030] 0140/4800, lr:2.5e-05 ∣ avg_100 : 5.527618 ∣ l2loss : 5.329207 ∣ 
[  epoch 0012/0030] 0150/4800, lr:2.5e-05 ∣ avg_100 : 5.527600 ∣ l2loss : 5.419970 ∣ 
[  epoch 0012/0030] 0160/4800, lr:2.5e-05 ∣ avg_100 : 5.531159 ∣ l2loss : 5.686423 ∣ 
[  epoch 0012/0030] 0170/4800, lr:2.5e-05 ∣ avg_100 : 5.530047 ∣ l2loss : 5.449115 ∣ 
[  epoch 0012/0030] 0180/4800, lr:2.5e-05 ∣ avg_100 : 5.530488 ∣ l2loss : 5.553459 ∣ 
[  epoch 0012/0030] 0190/4800, lr:2.5e-05 ∣ avg_100 : 5.534584 ∣ l2loss : 5.730221 ∣ 
[  epoch 0012/0030] 0200/4800, lr:2.5e-05 ∣ avg_100 : 5.531899 ∣ l2loss : 5.456167 ∣ 
[  epoch 0012/0030] 0210/4800, lr:2.5e-05 ∣ avg_100 : 5.531383 ∣ l2loss : 5.460806 ∣ 
[  epoch 0012/0030] 0220/4800, lr:2.5e-05 ∣ avg_100 : 5.529233 ∣ l2loss : 5.559415 ∣ 
[  epoch 0012/0030] 0230/4800, lr:2.5e-05 ∣ avg_100 : 5.530530 ∣ l2loss : 5.579262 ∣ 
[  epoch 0012/0030] 0240/4800, lr:2.5e-05 ∣ avg_100 : 5.531800 ∣ l2loss : 5.667927 ∣ 
[  epoch 0012/0030] 0250/4800, lr:2.5e-05 ∣ avg_100 : 5.532453 ∣ l2loss : 5.646874 ∣ 
[  epoch 0012/0030] 0260/4800, lr:2.5e-05 ∣ avg_100 : 5.535418 ∣ l2loss : 5.602265 ∣ 
[  epoch 0012/0030] 0270/4800, lr:2.5e-05 ∣ avg_100 : 5.539240 ∣ l2loss : 5.641682 ∣ 
[  epoch 0012/0030] 0280/4800, lr:2.5e-05 ∣ avg_100 : 5.538855 ∣ l2loss : 5.608964 ∣ 
[  epoch 0012/0030] 0290/4800, lr:2.5e-05 ∣ avg_100 : 5.538234 ∣ l2loss : 5.669743 ∣ 
[  epoch 0012/0030] 0300/4800, lr:2.5e-05 ∣ avg_100 : 5.535947 ∣ l2loss : 5.390126 ∣ 
[  epoch 0012/0030] 0310/4800, lr:2.5e-05 ∣ avg_100 : 5.536920 ∣ l2loss : 5.500727 ∣ 
[  epoch 0012/0030] 0320/4800, lr:2.5e-05 ∣ avg_100 : 5.537903 ∣ l2loss : 5.462678 ∣ 
[  epoch 0012/0030] 0330/4800, lr:2.5e-05 ∣ avg_100 : 5.540176 ∣ l2loss : 5.631813 ∣ 
[  epoch 0012/0030] 0340/4800, lr:2.5e-05 ∣ avg_100 : 5.538819 ∣ l2loss : 5.518096 ∣ 
[  epoch 0012/0030] 0350/4800, lr:2.5e-05 ∣ avg_100 : 5.540986 ∣ l2loss : 5.557087 ∣ 
[  epoch 0012/0030] 0360/4800, lr:2.5e-05 ∣ avg_100 : 5.542619 ∣ l2loss : 5.668637 ∣ 
[  epoch 0012/0030] 0370/4800, lr:2.5e-05 ∣ avg_100 : 5.544767 ∣ l2loss : 5.616993 ∣ 
[  epoch 0012/0030] 0380/4800, lr:2.5e-05 ∣ avg_100 : 5.546922 ∣ l2loss : 5.535257 ∣ 
[  epoch 0012/0030] 0390/4800, lr:2.5e-05 ∣ avg_100 : 5.546004 ∣ l2loss : 5.495873 ∣ 
[  epoch 0012/0030] 0400/4800, lr:2.5e-05 ∣ avg_100 : 5.546689 ∣ l2loss : 5.711038 ∣ 
[  epoch 0012/0030] 0410/4800, lr:2.5e-05 ∣ avg_100 : 5.549023 ∣ l2loss : 5.659234 ∣ 
[  epoch 0012/0030] 0420/4800, lr:2.5e-05 ∣ avg_100 : 5.549253 ∣ l2loss : 5.606563 ∣ 
[  epoch 0012/0030] 0430/4800, lr:2.5e-05 ∣ avg_100 : 5.552873 ∣ l2loss : 5.815139 ∣ 
[  epoch 0012/0030] 0440/4800, lr:2.5e-05 ∣ avg_100 : 5.551589 ∣ l2loss : 5.418000 ∣ 
[  epoch 0012/0030] 0450/4800, lr:2.5e-05 ∣ avg_100 : 5.547239 ∣ l2loss : 5.273041 ∣ 
[  epoch 0012/0030] 0460/4800, lr:2.5e-05 ∣ avg_100 : 5.550311 ∣ l2loss : 5.871371 ∣ 
[  epoch 0012/0030] 0470/4800, lr:2.5e-05 ∣ avg_100 : 5.550907 ∣ l2loss : 5.670695 ∣ 
[  epoch 0012/0030] 0480/4800, lr:2.5e-05 ∣ avg_100 : 5.548883 ∣ l2loss : 5.372147 ∣ 
[  epoch 0012/0030] 0490/4800, lr:2.5e-05 ∣ avg_100 : 5.547968 ∣ l2loss : 5.546873 ∣ 
[  epoch 0012/0030] 0500/4800, lr:2.5e-05 ∣ avg_100 : 5.549339 ∣ l2loss : 5.500574 ∣ 
[  epoch 0012/0030] 0510/4800, lr:2.5e-05 ∣ avg_100 : 5.549374 ∣ l2loss : 5.528809 ∣ 
[  epoch 0012/0030] 0520/4800, lr:2.5e-05 ∣ avg_100 : 5.547461 ∣ l2loss : 5.481899 ∣ 
[  epoch 0012/0030] 0530/4800, lr:2.5e-05 ∣ avg_100 : 5.550215 ∣ l2loss : 5.474688 ∣ 
[  epoch 0012/0030] 0540/4800, lr:2.5e-05 ∣ avg_100 : 5.545344 ∣ l2loss : 5.245175 ∣ 
[  epoch 0012/0030] 0550/4800, lr:2.5e-05 ∣ avg_100 : 5.545364 ∣ l2loss : 5.677732 ∣ 
[  epoch 0012/0030] 0560/4800, lr:2.5e-05 ∣ avg_100 : 5.545666 ∣ l2loss : 5.404505 ∣ 
[  epoch 0012/0030] 0570/4800, lr:2.5e-05 ∣ avg_100 : 5.540118 ∣ l2loss : 5.112856 ∣ 
[  epoch 0012/0030] 0580/4800, lr:2.5e-05 ∣ avg_100 : 5.541291 ∣ l2loss : 5.666823 ∣ 
[  epoch 0012/0030] 0590/4800, lr:2.5e-05 ∣ avg_100 : 5.540540 ∣ l2loss : 5.643398 ∣ 
[  epoch 0012/0030] 0600/4800, lr:2.5e-05 ∣ avg_100 : 5.538872 ∣ l2loss : 5.572843 ∣ 
[  epoch 0012/0030] 0610/4800, lr:2.5e-05 ∣ avg_100 : 5.540368 ∣ l2loss : 5.403243 ∣ 
[  epoch 0012/0030] 0620/4800, lr:2.5e-05 ∣ avg_100 : 5.539979 ∣ l2loss : 5.341856 ∣ 
[  epoch 0012/0030] 0630/4800, lr:2.5e-05 ∣ avg_100 : 5.540257 ∣ l2loss : 5.528906 ∣ 
[  epoch 0012/0030] 0640/4800, lr:2.5e-05 ∣ avg_100 : 5.537197 ∣ l2loss : 5.345342 ∣ 
[  epoch 0012/0030] 0650/4800, lr:2.5e-05 ∣ avg_100 : 5.536244 ∣ l2loss : 5.484002 ∣ 
[  epoch 0012/0030] 0660/4800, lr:2.5e-05 ∣ avg_100 : 5.536354 ∣ l2loss : 5.690738 ∣ 
[  epoch 0012/0030] 0670/4800, lr:2.5e-05 ∣ avg_100 : 5.535016 ∣ l2loss : 5.428414 ∣ 
[  epoch 0012/0030] 0680/4800, lr:2.5e-05 ∣ avg_100 : 5.536186 ∣ l2loss : 5.649405 ∣ 
[  epoch 0012/0030] 0690/4800, lr:2.5e-05 ∣ avg_100 : 5.540075 ∣ l2loss : 5.849868 ∣ 
[  epoch 0012/0030] 0700/4800, lr:2.5e-05 ∣ avg_100 : 5.539304 ∣ l2loss : 5.367210 ∣ 
[  epoch 0012/0030] 0710/4800, lr:2.5e-05 ∣ avg_100 : 5.538439 ∣ l2loss : 5.392631 ∣ 
[  epoch 0012/0030] 0720/4800, lr:2.5e-05 ∣ avg_100 : 5.536169 ∣ l2loss : 5.525337 ∣ 
[  epoch 0012/0030] 0730/4800, lr:2.5e-05 ∣ avg_100 : 5.535281 ∣ l2loss : 5.413839 ∣ 
[  epoch 0012/0030] 0740/4800, lr:2.5e-05 ∣ avg_100 : 5.533772 ∣ l2loss : 5.497020 ∣ 
[  epoch 0012/0030] 0750/4800, lr:2.5e-05 ∣ avg_100 : 5.529137 ∣ l2loss : 5.362369 ∣ 
[  epoch 0012/0030] 0760/4800, lr:2.5e-05 ∣ avg_100 : 5.523604 ∣ l2loss : 5.215375 ∣ 
[  epoch 0012/0030] 0770/4800, lr:2.5e-05 ∣ avg_100 : 5.523820 ∣ l2loss : 5.381261 ∣ 
[  epoch 0012/0030] 0780/4800, lr:2.5e-05 ∣ avg_100 : 5.526327 ∣ l2loss : 5.960816 ∣ 
[  epoch 0012/0030] 0790/4800, lr:2.5e-05 ∣ avg_100 : 5.530251 ∣ l2loss : 5.842970 ∣ 
[  epoch 0012/0030] 0800/4800, lr:2.5e-05 ∣ avg_100 : 5.527437 ∣ l2loss : 5.361258 ∣ 
[  epoch 0012/0030] 0810/4800, lr:2.5e-05 ∣ avg_100 : 5.526020 ∣ l2loss : 5.373211 ∣ 
[  epoch 0012/0030] 0820/4800, lr:2.5e-05 ∣ avg_100 : 5.524673 ∣ l2loss : 5.511926 ∣ 
[  epoch 0012/0030] 0830/4800, lr:2.5e-05 ∣ avg_100 : 5.526933 ∣ l2loss : 5.621775 ∣ 
[  epoch 0012/0030] 0840/4800, lr:2.5e-05 ∣ avg_100 : 5.524950 ∣ l2loss : 5.288761 ∣ 
[  epoch 0012/0030] 0850/4800, lr:2.5e-05 ∣ avg_100 : 5.529210 ∣ l2loss : 5.734494 ∣ 
[  epoch 0012/0030] 0860/4800, lr:2.5e-05 ∣ avg_100 : 5.531000 ∣ l2loss : 5.609541 ∣ 
[  epoch 0012/0030] 0870/4800, lr:2.5e-05 ∣ avg_100 : 5.532567 ∣ l2loss : 5.627943 ∣ 
[  epoch 0012/0030] 0880/4800, lr:2.5e-05 ∣ avg_100 : 5.530326 ∣ l2loss : 5.372617 ∣ 
[  epoch 0012/0030] 0890/4800, lr:2.5e-05 ∣ avg_100 : 5.531889 ∣ l2loss : 5.526770 ∣ 
[  epoch 0012/0030] 0900/4800, lr:2.5e-05 ∣ avg_100 : 5.532845 ∣ l2loss : 5.529879 ∣ 
[  epoch 0012/0030] 0910/4800, lr:2.5e-05 ∣ avg_100 : 5.535021 ∣ l2loss : 5.615259 ∣ 
[  epoch 0012/0030] 0920/4800, lr:2.5e-05 ∣ avg_100 : 5.532310 ∣ l2loss : 5.203046 ∣ 
[  epoch 0012/0030] 0930/4800, lr:2.5e-05 ∣ avg_100 : 5.530228 ∣ l2loss : 5.499159 ∣ 
[  epoch 0012/0030] 0940/4800, lr:2.5e-05 ∣ avg_100 : 5.527158 ∣ l2loss : 5.467760 ∣ 
[  epoch 0012/0030] 0950/4800, lr:2.5e-05 ∣ avg_100 : 5.525226 ∣ l2loss : 5.563249 ∣ 
[  epoch 0012/0030] 0960/4800, lr:2.5e-05 ∣ avg_100 : 5.522033 ∣ l2loss : 5.306353 ∣ 
[  epoch 0012/0030] 0970/4800, lr:2.5e-05 ∣ avg_100 : 5.519681 ∣ l2loss : 5.554719 ∣ 
[  epoch 0012/0030] 0980/4800, lr:2.5e-05 ∣ avg_100 : 5.520348 ∣ l2loss : 5.501218 ∣ 
[  epoch 0012/0030] 0990/4800, lr:2.5e-05 ∣ avg_100 : 5.521224 ∣ l2loss : 5.600395 ∣ 
[  epoch 0012/0030] 1000/4800, lr:2.5e-05 ∣ avg_100 : 5.520686 ∣ l2loss : 5.447153 ∣ 
[  epoch 0012/0030] 1010/4800, lr:2.5e-05 ∣ avg_100 : 5.522261 ∣ l2loss : 5.575440 ∣ 
[  epoch 0012/0030] 1020/4800, lr:2.5e-05 ∣ avg_100 : 5.523410 ∣ l2loss : 5.749720 ∣ 
[  epoch 0012/0030] 1030/4800, lr:2.5e-05 ∣ avg_100 : 5.525513 ∣ l2loss : 5.634335 ∣ 
[  epoch 0012/0030] 1040/4800, lr:2.5e-05 ∣ avg_100 : 5.526175 ∣ l2loss : 5.429767 ∣ 
[  epoch 0012/0030] 1050/4800, lr:2.5e-05 ∣ avg_100 : 5.524638 ∣ l2loss : 5.496896 ∣ 
[  epoch 0012/0030] 1060/4800, lr:2.5e-05 ∣ avg_100 : 5.527124 ∣ l2loss : 5.586646 ∣ 
[  epoch 0012/0030] 1070/4800, lr:2.5e-05 ∣ avg_100 : 5.528884 ∣ l2loss : 5.558276 ∣ 
[  epoch 0012/0030] 1080/4800, lr:2.5e-05 ∣ avg_100 : 5.531837 ∣ l2loss : 5.635200 ∣ 
[  epoch 0012/0030] 1090/4800, lr:2.5e-05 ∣ avg_100 : 5.532265 ∣ l2loss : 5.468503 ∣ 
[  epoch 0012/0030] 1100/4800, lr:2.5e-05 ∣ avg_100 : 5.532678 ∣ l2loss : 5.587614 ∣ 
[  epoch 0012/0030] 1110/4800, lr:2.5e-05 ∣ avg_100 : 5.531391 ∣ l2loss : 5.462069 ∣ 
[  epoch 0012/0030] 1120/4800, lr:2.5e-05 ∣ avg_100 : 5.531228 ∣ l2loss : 5.600208 ∣ 
[  epoch 0012/0030] 1130/4800, lr:2.5e-05 ∣ avg_100 : 5.531501 ∣ l2loss : 5.676178 ∣ 
[  epoch 0012/0030] 1140/4800, lr:2.5e-05 ∣ avg_100 : 5.534781 ∣ l2loss : 5.657214 ∣ 
[  epoch 0012/0030] 1150/4800, lr:2.5e-05 ∣ avg_100 : 5.534350 ∣ l2loss : 5.376793 ∣ 
[  epoch 0012/0030] 1160/4800, lr:2.5e-05 ∣ avg_100 : 5.533954 ∣ l2loss : 5.646903 ∣ 
[  epoch 0012/0030] 1170/4800, lr:2.5e-05 ∣ avg_100 : 5.533922 ∣ l2loss : 5.445892 ∣ 
[  epoch 0012/0030] 1180/4800, lr:2.5e-05 ∣ avg_100 : 5.534589 ∣ l2loss : 5.620126 ∣ 
[  epoch 0012/0030] 1190/4800, lr:2.5e-05 ∣ avg_100 : 5.529855 ∣ l2loss : 5.256863 ∣ 
[  epoch 0012/0030] 1200/4800, lr:2.5e-05 ∣ avg_100 : 5.531327 ∣ l2loss : 5.603300 ∣ 
[  epoch 0012/0030] 1210/4800, lr:2.5e-05 ∣ avg_100 : 5.532703 ∣ l2loss : 5.598401 ∣ 
[  epoch 0012/0030] 1220/4800, lr:2.5e-05 ∣ avg_100 : 5.530531 ∣ l2loss : 5.342231 ∣ 
[  epoch 0012/0030] 1230/4800, lr:2.5e-05 ∣ avg_100 : 5.532354 ∣ l2loss : 5.761587 ∣ 
[  epoch 0012/0030] 1240/4800, lr:2.5e-05 ∣ avg_100 : 5.531091 ∣ l2loss : 5.541643 ∣ 
[  epoch 0012/0030] 1250/4800, lr:2.5e-05 ∣ avg_100 : 5.530677 ∣ l2loss : 5.605468 ∣ 
[  epoch 0012/0030] 1260/4800, lr:2.5e-05 ∣ avg_100 : 5.527874 ∣ l2loss : 5.321918 ∣ 
[  epoch 0012/0030] 1270/4800, lr:2.5e-05 ∣ avg_100 : 5.525198 ∣ l2loss : 5.374089 ∣ 
[  epoch 0012/0030] 1280/4800, lr:2.5e-05 ∣ avg_100 : 5.523526 ∣ l2loss : 5.441762 ∣ 
[  epoch 0012/0030] 1290/4800, lr:2.5e-05 ∣ avg_100 : 5.522855 ∣ l2loss : 5.602700 ∣ 
[  epoch 0012/0030] 1300/4800, lr:2.5e-05 ∣ avg_100 : 5.525491 ∣ l2loss : 5.653718 ∣ 
[  epoch 0012/0030] 1310/4800, lr:2.5e-05 ∣ avg_100 : 5.525642 ∣ l2loss : 5.515778 ∣ 
[  epoch 0012/0030] 1320/4800, lr:2.5e-05 ∣ avg_100 : 5.525498 ∣ l2loss : 5.448304 ∣ 
[  epoch 0012/0030] 1330/4800, lr:2.5e-05 ∣ avg_100 : 5.526636 ∣ l2loss : 5.745667 ∣ 
[  epoch 0012/0030] 1340/4800, lr:2.5e-05 ∣ avg_100 : 5.526727 ∣ l2loss : 5.527159 ∣ 
[  epoch 0012/0030] 1350/4800, lr:2.5e-05 ∣ avg_100 : 5.526793 ∣ l2loss : 5.563625 ∣ 
[  epoch 0012/0030] 1360/4800, lr:2.5e-05 ∣ avg_100 : 5.523946 ∣ l2loss : 5.384013 ∣ 
[  epoch 0012/0030] 1370/4800, lr:2.5e-05 ∣ avg_100 : 5.521163 ∣ l2loss : 5.338666 ∣ 
[  epoch 0012/0030] 1380/4800, lr:2.5e-05 ∣ avg_100 : 5.519661 ∣ l2loss : 5.385089 ∣ 
[  epoch 0012/0030] 1390/4800, lr:2.5e-05 ∣ avg_100 : 5.519519 ∣ l2loss : 5.481639 ∣ 
[  epoch 0012/0030] 1400/4800, lr:2.5e-05 ∣ avg_100 : 5.516097 ∣ l2loss : 5.368868 ∣ 
[  epoch 0012/0030] 1410/4800, lr:2.5e-05 ∣ avg_100 : 5.513691 ∣ l2loss : 5.418622 ∣ 
[  epoch 0012/0030] 1420/4800, lr:2.5e-05 ∣ avg_100 : 5.509479 ∣ l2loss : 5.185357 ∣ 
[  epoch 0012/0030] 1430/4800, lr:2.5e-05 ∣ avg_100 : 5.504948 ∣ l2loss : 5.362042 ∣ 
[  epoch 0012/0030] 1440/4800, lr:2.5e-05 ∣ avg_100 : 5.506170 ∣ l2loss : 5.540177 ∣ 
[  epoch 0012/0030] 1450/4800, lr:2.5e-05 ∣ avg_100 : 5.507402 ∣ l2loss : 5.396263 ∣ 
[  epoch 0012/0030] 1460/4800, lr:2.5e-05 ∣ avg_100 : 5.501167 ∣ l2loss : 5.247837 ∣ 
[  epoch 0012/0030] 1470/4800, lr:2.5e-05 ∣ avg_100 : 5.500346 ∣ l2loss : 5.588603 ∣ 
[  epoch 0012/0030] 1480/4800, lr:2.5e-05 ∣ avg_100 : 5.503959 ∣ l2loss : 5.733481 ∣ 
[  epoch 0012/0030] 1490/4800, lr:2.5e-05 ∣ avg_100 : 5.501496 ∣ l2loss : 5.300567 ∣ 
[  epoch 0012/0030] 1500/4800, lr:2.5e-05 ∣ avg_100 : 5.501773 ∣ l2loss : 5.528248 ∣ 
[  epoch 0012/0030] 1510/4800, lr:2.5e-05 ∣ avg_100 : 5.502159 ∣ l2loss : 5.567450 ∣ 
[  epoch 0012/0030] 1520/4800, lr:2.5e-05 ∣ avg_100 : 5.501412 ∣ l2loss : 5.407131 ∣ 
[  epoch 0012/0030] 1530/4800, lr:2.5e-05 ∣ avg_100 : 5.501057 ∣ l2loss : 5.439196 ∣ 
[  epoch 0012/0030] 1540/4800, lr:2.5e-05 ∣ avg_100 : 5.504209 ∣ l2loss : 5.560362 ∣ 
[  epoch 0012/0030] 1550/4800, lr:2.5e-05 ∣ avg_100 : 5.504108 ∣ l2loss : 5.667719 ∣ 
[  epoch 0012/0030] 1560/4800, lr:2.5e-05 ∣ avg_100 : 5.508436 ∣ l2loss : 5.837221 ∣ 
[  epoch 0012/0030] 1570/4800, lr:2.5e-05 ∣ avg_100 : 5.512179 ∣ l2loss : 5.487148 ∣ 
[  epoch 0012/0030] 1580/4800, lr:2.5e-05 ∣ avg_100 : 5.508123 ∣ l2loss : 5.261302 ∣ 
[  epoch 0012/0030] 1590/4800, lr:2.5e-05 ∣ avg_100 : 5.505017 ∣ l2loss : 5.332781 ∣ 
[  epoch 0012/0030] 1600/4800, lr:2.5e-05 ∣ avg_100 : 5.503808 ∣ l2loss : 5.451919 ∣ 
[  epoch 0012/0030] 1610/4800, lr:2.5e-05 ∣ avg_100 : 5.506617 ∣ l2loss : 5.684151 ∣ 
[  epoch 0012/0030] 1620/4800, lr:2.5e-05 ∣ avg_100 : 5.507889 ∣ l2loss : 5.469028 ∣ 
[  epoch 0012/0030] 1630/4800, lr:2.5e-05 ∣ avg_100 : 5.504420 ∣ l2loss : 5.182044 ∣ 
[  epoch 0012/0030] 1640/4800, lr:2.5e-05 ∣ avg_100 : 5.508424 ∣ l2loss : 5.745742 ∣ 
[  epoch 0012/0030] 1650/4800, lr:2.5e-05 ∣ avg_100 : 5.508260 ∣ l2loss : 5.467643 ∣ 
[  epoch 0012/0030] 1660/4800, lr:2.5e-05 ∣ avg_100 : 5.507627 ∣ l2loss : 5.627346 ∣ 
[  epoch 0012/0030] 1670/4800, lr:2.5e-05 ∣ avg_100 : 5.508048 ∣ l2loss : 5.470584 ∣ 
[  epoch 0012/0030] 1680/4800, lr:2.5e-05 ∣ avg_100 : 5.506491 ∣ l2loss : 5.493713 ∣ 
[  epoch 0012/0030] 1690/4800, lr:2.5e-05 ∣ avg_100 : 5.502212 ∣ l2loss : 5.421899 ∣ 
[  epoch 0012/0030] 1700/4800, lr:2.5e-05 ∣ avg_100 : 5.500982 ∣ l2loss : 5.244230 ∣ 
[  epoch 0012/0030] 1710/4800, lr:2.5e-05 ∣ avg_100 : 5.501468 ∣ l2loss : 5.441196 ∣ 
[  epoch 0012/0030] 1720/4800, lr:2.5e-05 ∣ avg_100 : 5.504653 ∣ l2loss : 5.843840 ∣ 
[  epoch 0012/0030] 1730/4800, lr:2.5e-05 ∣ avg_100 : 5.504672 ∣ l2loss : 5.415786 ∣ 
[  epoch 0012/0030] 1740/4800, lr:2.5e-05 ∣ avg_100 : 5.501699 ∣ l2loss : 5.199764 ∣ 
[  epoch 0012/0030] 1750/4800, lr:2.5e-05 ∣ avg_100 : 5.500842 ∣ l2loss : 5.276665 ∣ 
[  epoch 0012/0030] 1760/4800, lr:2.5e-05 ∣ avg_100 : 5.504183 ∣ l2loss : 5.549391 ∣ 
[  epoch 0012/0030] 1770/4800, lr:2.5e-05 ∣ avg_100 : 5.506458 ∣ l2loss : 5.608766 ∣ 
[  epoch 0012/0030] 1780/4800, lr:2.5e-05 ∣ avg_100 : 5.500157 ∣ l2loss : 5.330765 ∣ 
[  epoch 0012/0030] 1790/4800, lr:2.5e-05 ∣ avg_100 : 5.498461 ∣ l2loss : 5.673333 ∣ 
[  epoch 0012/0030] 1800/4800, lr:2.5e-05 ∣ avg_100 : 5.498931 ∣ l2loss : 5.408304 ∣ 
[  epoch 0012/0030] 1810/4800, lr:2.5e-05 ∣ avg_100 : 5.498925 ∣ l2loss : 5.372580 ∣ 
[  epoch 0012/0030] 1820/4800, lr:2.5e-05 ∣ avg_100 : 5.499031 ∣ l2loss : 5.522527 ∣ 
[  epoch 0012/0030] 1830/4800, lr:2.5e-05 ∣ avg_100 : 5.497591 ∣ l2loss : 5.477801 ∣ 
[  epoch 0012/0030] 1840/4800, lr:2.5e-05 ∣ avg_100 : 5.499691 ∣ l2loss : 5.498700 ∣ 
[  epoch 0012/0030] 1850/4800, lr:2.5e-05 ∣ avg_100 : 5.495353 ∣ l2loss : 5.300755 ∣ 
[  epoch 0012/0030] 1860/4800, lr:2.5e-05 ∣ avg_100 : 5.492405 ∣ l2loss : 5.314727 ∣ 
[  epoch 0012/0030] 1870/4800, lr:2.5e-05 ∣ avg_100 : 5.491410 ∣ l2loss : 5.528454 ∣ 
[  epoch 0012/0030] 1880/4800, lr:2.5e-05 ∣ avg_100 : 5.493613 ∣ l2loss : 5.592909 ∣ 
[  epoch 0012/0030] 1890/4800, lr:2.5e-05 ∣ avg_100 : 5.495139 ∣ l2loss : 5.679382 ∣ 
[  epoch 0012/0030] 1900/4800, lr:2.5e-05 ∣ avg_100 : 5.496066 ∣ l2loss : 5.622525 ∣ 
[  epoch 0012/0030] 1910/4800, lr:2.5e-05 ∣ avg_100 : 5.496580 ∣ l2loss : 5.666746 ∣ 
[  epoch 0012/0030] 1920/4800, lr:2.5e-05 ∣ avg_100 : 5.501753 ∣ l2loss : 5.720293 ∣ 
[  epoch 0012/0030] 1930/4800, lr:2.5e-05 ∣ avg_100 : 5.503524 ∣ l2loss : 5.676244 ∣ 
[  epoch 0012/0030] 1940/4800, lr:2.5e-05 ∣ avg_100 : 5.504583 ∣ l2loss : 5.573660 ∣ 
[  epoch 0012/0030] 1950/4800, lr:2.5e-05 ∣ avg_100 : 5.501735 ∣ l2loss : 5.278436 ∣ 
[  epoch 0012/0030] 1960/4800, lr:2.5e-05 ∣ avg_100 : 5.505944 ∣ l2loss : 5.727294 ∣ 
[  epoch 0012/0030] 1970/4800, lr:2.5e-05 ∣ avg_100 : 5.506468 ∣ l2loss : 5.607139 ∣ 
[  epoch 0012/0030] 1980/4800, lr:2.5e-05 ∣ avg_100 : 5.505336 ∣ l2loss : 5.388038 ∣ 
[  epoch 0012/0030] 1990/4800, lr:2.5e-05 ∣ avg_100 : 5.507289 ∣ l2loss : 5.795635 ∣ 
[  epoch 0012/0030] 2000/4800, lr:2.5e-05 ∣ avg_100 : 5.509302 ∣ l2loss : 5.648453 ∣ 
[  epoch 0012/0030] 2010/4800, lr:2.5e-05 ∣ avg_100 : 5.510696 ∣ l2loss : 5.714835 ∣ 
[  epoch 0012/0030] 2020/4800, lr:2.5e-05 ∣ avg_100 : 5.506684 ∣ l2loss : 5.348579 ∣ 
[  epoch 0012/0030] 2030/4800, lr:2.5e-05 ∣ avg_100 : 5.506320 ∣ l2loss : 5.597862 ∣ 
[  epoch 0012/0030] 2040/4800, lr:2.5e-05 ∣ avg_100 : 5.509247 ∣ l2loss : 5.722531 ∣ 
[  epoch 0012/0030] 2050/4800, lr:2.5e-05 ∣ avg_100 : 5.506963 ∣ l2loss : 5.268424 ∣ 
[  epoch 0012/0030] 2060/4800, lr:2.5e-05 ∣ avg_100 : 5.506770 ∣ l2loss : 5.567345 ∣ 
[  epoch 0012/0030] 2070/4800, lr:2.5e-05 ∣ avg_100 : 5.505066 ∣ l2loss : 5.387908 ∣ 
[  epoch 0012/0030] 2080/4800, lr:2.5e-05 ∣ avg_100 : 5.503679 ∣ l2loss : 5.496464 ∣ 
[  epoch 0012/0030] 2090/4800, lr:2.5e-05 ∣ avg_100 : 5.501694 ∣ l2loss : 5.270022 ∣ 
[  epoch 0012/0030] 2100/4800, lr:2.5e-05 ∣ avg_100 : 5.501319 ∣ l2loss : 5.550103 ∣ 
[  epoch 0012/0030] 2110/4800, lr:2.5e-05 ∣ avg_100 : 5.498671 ∣ l2loss : 5.197299 ∣ 
[  epoch 0012/0030] 2120/4800, lr:2.5e-05 ∣ avg_100 : 5.496074 ∣ l2loss : 5.340563 ∣ 
[  epoch 0012/0030] 2130/4800, lr:2.5e-05 ∣ avg_100 : 5.494799 ∣ l2loss : 5.548612 ∣ 
[  epoch 0012/0030] 2140/4800, lr:2.5e-05 ∣ avg_100 : 5.494037 ∣ l2loss : 5.581005 ∣ 
[  epoch 0012/0030] 2150/4800, lr:2.5e-05 ∣ avg_100 : 5.495058 ∣ l2loss : 5.478893 ∣ 
[  epoch 0012/0030] 2160/4800, lr:2.5e-05 ∣ avg_100 : 5.492664 ∣ l2loss : 5.407563 ∣ 
[  epoch 0012/0030] 2170/4800, lr:2.5e-05 ∣ avg_100 : 5.494444 ∣ l2loss : 5.623840 ∣ 
[  epoch 0012/0030] 2180/4800, lr:2.5e-05 ∣ avg_100 : 5.492087 ∣ l2loss : 5.384441 ∣ 
[  epoch 0012/0030] 2190/4800, lr:2.5e-05 ∣ avg_100 : 5.494598 ∣ l2loss : 5.507919 ∣ 
[  epoch 0012/0030] 2200/4800, lr:2.5e-05 ∣ avg_100 : 5.493649 ∣ l2loss : 5.508461 ∣ 
[  epoch 0012/0030] 2210/4800, lr:2.5e-05 ∣ avg_100 : 5.489750 ∣ l2loss : 5.208526 ∣ 
[  epoch 0012/0030] 2220/4800, lr:2.5e-05 ∣ avg_100 : 5.492282 ∣ l2loss : 5.595398 ∣ 
[  epoch 0012/0030] 2230/4800, lr:2.5e-05 ∣ avg_100 : 5.489417 ∣ l2loss : 5.475107 ∣ 
[  epoch 0012/0030] 2240/4800, lr:2.5e-05 ∣ avg_100 : 5.491681 ∣ l2loss : 5.767974 ∣ 
[  epoch 0012/0030] 2250/4800, lr:2.5e-05 ∣ avg_100 : 5.490750 ∣ l2loss : 5.512455 ∣ 
[  epoch 0012/0030] 2260/4800, lr:2.5e-05 ∣ avg_100 : 5.492355 ∣ l2loss : 5.482368 ∣ 
[  epoch 0012/0030] 2270/4800, lr:2.5e-05 ∣ avg_100 : 5.494618 ∣ l2loss : 5.600416 ∣ 
[  epoch 0012/0030] 2280/4800, lr:2.5e-05 ∣ avg_100 : 5.495875 ∣ l2loss : 5.567424 ∣ 
[  epoch 0012/0030] 2290/4800, lr:2.5e-05 ∣ avg_100 : 5.493784 ∣ l2loss : 5.393640 ∣ 
[  epoch 0012/0030] 2300/4800, lr:2.5e-05 ∣ avg_100 : 5.493264 ∣ l2loss : 5.601670 ∣ 
[  epoch 0012/0030] 2310/4800, lr:2.5e-05 ∣ avg_100 : 5.494579 ∣ l2loss : 5.647320 ∣ 
[  epoch 0012/0030] 2320/4800, lr:2.5e-05 ∣ avg_100 : 5.493393 ∣ l2loss : 5.329671 ∣ 
[  epoch 0012/0030] 2330/4800, lr:2.5e-05 ∣ avg_100 : 5.490656 ∣ l2loss : 5.471949 ∣ 
[  epoch 0012/0030] 2340/4800, lr:2.5e-05 ∣ avg_100 : 5.489981 ∣ l2loss : 5.459695 ∣ 
[  epoch 0012/0030] 2350/4800, lr:2.5e-05 ∣ avg_100 : 5.490928 ∣ l2loss : 5.658340 ∣ 
[  epoch 0012/0030] 2360/4800, lr:2.5e-05 ∣ avg_100 : 5.492702 ∣ l2loss : 5.561400 ∣ 
[  epoch 0012/0030] 2370/4800, lr:2.5e-05 ∣ avg_100 : 5.495547 ∣ l2loss : 5.623206 ∣ 
[  epoch 0012/0030] 2380/4800, lr:2.5e-05 ∣ avg_100 : 5.495281 ∣ l2loss : 5.358441 ∣ 
[  epoch 0012/0030] 2390/4800, lr:2.5e-05 ∣ avg_100 : 5.493986 ∣ l2loss : 5.352105 ∣ 
[  epoch 0012/0030] 2400/4800, lr:2.5e-05 ∣ avg_100 : 5.498957 ∣ l2loss : 5.865961 ∣ 
[  epoch 0012/0030] 2410/4800, lr:2.5e-05 ∣ avg_100 : 5.501803 ∣ l2loss : 5.703297 ∣ 
[  epoch 0012/0030] 2420/4800, lr:2.5e-05 ∣ avg_100 : 5.503787 ∣ l2loss : 5.383730 ∣ 
[  epoch 0012/0030] 2430/4800, lr:2.5e-05 ∣ avg_100 : 5.502385 ∣ l2loss : 5.221841 ∣ 
[  epoch 0012/0030] 2440/4800, lr:2.5e-05 ∣ avg_100 : 5.502372 ∣ l2loss : 5.538899 ∣ 
[  epoch 0012/0030] 2450/4800, lr:2.5e-05 ∣ avg_100 : 5.504831 ∣ l2loss : 5.642143 ∣ 
[  epoch 0012/0030] 2460/4800, lr:2.5e-05 ∣ avg_100 : 5.507875 ∣ l2loss : 5.552261 ∣ 
[  epoch 0012/0030] 2470/4800, lr:2.5e-05 ∣ avg_100 : 5.507130 ∣ l2loss : 5.514114 ∣ 
[  epoch 0012/0030] 2480/4800, lr:2.5e-05 ∣ avg_100 : 5.506539 ∣ l2loss : 5.674351 ∣ 
[  epoch 0012/0030] 2490/4800, lr:2.5e-05 ∣ avg_100 : 5.506783 ∣ l2loss : 5.324924 ∣ 
[  epoch 0012/0030] 2500/4800, lr:2.5e-05 ∣ avg_100 : 5.502779 ∣ l2loss : 5.127886 ∣ 
[  epoch 0012/0030] 2510/4800, lr:2.5e-05 ∣ avg_100 : 5.500181 ∣ l2loss : 5.307660 ∣ 
[  epoch 0012/0030] 2520/4800, lr:2.5e-05 ∣ avg_100 : 5.501301 ∣ l2loss : 5.519116 ∣ 
[  epoch 0012/0030] 2530/4800, lr:2.5e-05 ∣ avg_100 : 5.500737 ∣ l2loss : 5.382786 ∣ 
[  epoch 0012/0030] 2540/4800, lr:2.5e-05 ∣ avg_100 : 5.500025 ∣ l2loss : 5.489169 ∣ 
[  epoch 0012/0030] 2550/4800, lr:2.5e-05 ∣ avg_100 : 5.496328 ∣ l2loss : 5.298011 ∣ 
[  epoch 0012/0030] 2560/4800, lr:2.5e-05 ∣ avg_100 : 5.489774 ∣ l2loss : 5.181829 ∣ 
[  epoch 0012/0030] 2570/4800, lr:2.5e-05 ∣ avg_100 : 5.490318 ∣ l2loss : 5.541527 ∣ 
[  epoch 0012/0030] 2580/4800, lr:2.5e-05 ∣ avg_100 : 5.490844 ∣ l2loss : 5.313919 ∣ 
[  epoch 0012/0030] 2590/4800, lr:2.5e-05 ∣ avg_100 : 5.493177 ∣ l2loss : 5.566051 ∣ 
[  epoch 0012/0030] 2600/4800, lr:2.5e-05 ∣ avg_100 : 5.495519 ∣ l2loss : 5.686178 ∣ 
[  epoch 0012/0030] 2610/4800, lr:2.5e-05 ∣ avg_100 : 5.493854 ∣ l2loss : 5.517662 ∣ 
[  epoch 0012/0030] 2620/4800, lr:2.5e-05 ∣ avg_100 : 5.496464 ∣ l2loss : 5.729973 ∣ 
[  epoch 0012/0030] 2630/4800, lr:2.5e-05 ∣ avg_100 : 5.502422 ∣ l2loss : 5.777848 ∣ 
[  epoch 0012/0030] 2640/4800, lr:2.5e-05 ∣ avg_100 : 5.500250 ∣ l2loss : 5.528541 ∣ 
[  epoch 0012/0030] 2650/4800, lr:2.5e-05 ∣ avg_100 : 5.499975 ∣ l2loss : 5.440147 ∣ 
[  epoch 0012/0030] 2660/4800, lr:2.5e-05 ∣ avg_100 : 5.500942 ∣ l2loss : 5.724102 ∣ 
[  epoch 0012/0030] 2670/4800, lr:2.5e-05 ∣ avg_100 : 5.500760 ∣ l2loss : 5.452395 ∣ 
[  epoch 0012/0030] 2680/4800, lr:2.5e-05 ∣ avg_100 : 5.499096 ∣ l2loss : 5.327310 ∣ 
[  epoch 0012/0030] 2690/4800, lr:2.5e-05 ∣ avg_100 : 5.497472 ∣ l2loss : 5.259416 ∣ 
[  epoch 0012/0030] 2700/4800, lr:2.5e-05 ∣ avg_100 : 5.499740 ∣ l2loss : 5.471034 ∣ 
[  epoch 0012/0030] 2710/4800, lr:2.5e-05 ∣ avg_100 : 5.501487 ∣ l2loss : 5.615943 ∣ 
[  epoch 0012/0030] 2720/4800, lr:2.5e-05 ∣ avg_100 : 5.499921 ∣ l2loss : 5.687238 ∣ 
[  epoch 0012/0030] 2730/4800, lr:2.5e-05 ∣ avg_100 : 5.498059 ∣ l2loss : 5.229594 ∣ 
[  epoch 0012/0030] 2740/4800, lr:2.5e-05 ∣ avg_100 : 5.502754 ∣ l2loss : 5.669216 ∣ 
[  epoch 0012/0030] 2750/4800, lr:2.5e-05 ∣ avg_100 : 5.506209 ∣ l2loss : 5.622174 ∣ 
[  epoch 0012/0030] 2760/4800, lr:2.5e-05 ∣ avg_100 : 5.508215 ∣ l2loss : 5.750046 ∣ 
[  epoch 0012/0030] 2770/4800, lr:2.5e-05 ∣ avg_100 : 5.507470 ∣ l2loss : 5.534252 ∣ 
[  epoch 0012/0030] 2780/4800, lr:2.5e-05 ∣ avg_100 : 5.508506 ∣ l2loss : 5.434317 ∣ 
[  epoch 0012/0030] 2790/4800, lr:2.5e-05 ∣ avg_100 : 5.505833 ∣ l2loss : 5.406072 ∣ 
[  epoch 0012/0030] 2800/4800, lr:2.5e-05 ∣ avg_100 : 5.508190 ∣ l2loss : 5.644029 ∣ 
[  epoch 0012/0030] 2810/4800, lr:2.5e-05 ∣ avg_100 : 5.510142 ∣ l2loss : 5.567746 ∣ 
[  epoch 0012/0030] 2820/4800, lr:2.5e-05 ∣ avg_100 : 5.509012 ∣ l2loss : 5.409553 ∣ 
[  epoch 0012/0030] 2830/4800, lr:2.5e-05 ∣ avg_100 : 5.508519 ∣ l2loss : 5.428448 ∣ 
[  epoch 0012/0030] 2840/4800, lr:2.5e-05 ∣ avg_100 : 5.508861 ∣ l2loss : 5.532950 ∣ 
[  epoch 0012/0030] 2850/4800, lr:2.5e-05 ∣ avg_100 : 5.510155 ∣ l2loss : 5.430130 ∣ 
[  epoch 0012/0030] 2860/4800, lr:2.5e-05 ∣ avg_100 : 5.510722 ∣ l2loss : 5.371447 ∣ 
[  epoch 0012/0030] 2870/4800, lr:2.5e-05 ∣ avg_100 : 5.508967 ∣ l2loss : 5.352986 ∣ 
[  epoch 0012/0030] 2880/4800, lr:2.5e-05 ∣ avg_100 : 5.508341 ∣ l2loss : 5.530232 ∣ 
[  epoch 0012/0030] 2890/4800, lr:2.5e-05 ∣ avg_100 : 5.505493 ∣ l2loss : 5.394571 ∣ 
[  epoch 0012/0030] 2900/4800, lr:2.5e-05 ∣ avg_100 : 5.502941 ∣ l2loss : 5.367327 ∣ 
[  epoch 0012/0030] 2910/4800, lr:2.5e-05 ∣ avg_100 : 5.499020 ∣ l2loss : 5.274670 ∣ 
[  epoch 0012/0030] 2920/4800, lr:2.5e-05 ∣ avg_100 : 5.496774 ∣ l2loss : 5.495687 ∣ 
[  epoch 0012/0030] 2930/4800, lr:2.5e-05 ∣ avg_100 : 5.493532 ∣ l2loss : 5.352041 ∣ 
[  epoch 0012/0030] 2940/4800, lr:2.5e-05 ∣ avg_100 : 5.492278 ∣ l2loss : 5.448255 ∣ 
[  epoch 0012/0030] 2950/4800, lr:2.5e-05 ∣ avg_100 : 5.493138 ∣ l2loss : 5.364426 ∣ 
[  epoch 0012/0030] 2960/4800, lr:2.5e-05 ∣ avg_100 : 5.487927 ∣ l2loss : 5.206186 ∣ 
[  epoch 0012/0030] 2970/4800, lr:2.5e-05 ∣ avg_100 : 5.489010 ∣ l2loss : 5.715456 ∣ 
[  epoch 0012/0030] 2980/4800, lr:2.5e-05 ∣ avg_100 : 5.488452 ∣ l2loss : 5.332300 ∣ 
[  epoch 0012/0030] 2990/4800, lr:2.5e-05 ∣ avg_100 : 5.486666 ∣ l2loss : 5.616974 ∣ 
[  epoch 0012/0030] 3000/4800, lr:2.5e-05 ∣ avg_100 : 5.485790 ∣ l2loss : 5.560919 ∣ 
[  epoch 0012/0030] 3010/4800, lr:2.5e-05 ∣ avg_100 : 5.484496 ∣ l2loss : 5.585358 ∣ 
[  epoch 0012/0030] 3020/4800, lr:2.5e-05 ∣ avg_100 : 5.488390 ∣ l2loss : 5.737969 ∣ 
[  epoch 0012/0030] 3030/4800, lr:2.5e-05 ∣ avg_100 : 5.489135 ∣ l2loss : 5.672359 ∣ 
[  epoch 0012/0030] 3040/4800, lr:2.5e-05 ∣ avg_100 : 5.489181 ∣ l2loss : 5.727161 ∣ 
[  epoch 0012/0030] 3050/4800, lr:2.5e-05 ∣ avg_100 : 5.489115 ∣ l2loss : 5.261854 ∣ 
[  epoch 0012/0030] 3060/4800, lr:2.5e-05 ∣ avg_100 : 5.489343 ∣ l2loss : 5.590160 ∣ 
[  epoch 0012/0030] 3070/4800, lr:2.5e-05 ∣ avg_100 : 5.490883 ∣ l2loss : 5.541890 ∣ 
[  epoch 0012/0030] 3080/4800, lr:2.5e-05 ∣ avg_100 : 5.492432 ∣ l2loss : 5.651336 ∣ 
[  epoch 0012/0030] 3090/4800, lr:2.5e-05 ∣ avg_100 : 5.495603 ∣ l2loss : 5.587178 ∣ 
[  epoch 0012/0030] 3100/4800, lr:2.5e-05 ∣ avg_100 : 5.496380 ∣ l2loss : 5.627740 ∣ 
[  epoch 0012/0030] 3110/4800, lr:2.5e-05 ∣ avg_100 : 5.500454 ∣ l2loss : 5.604707 ∣ 
[  epoch 0012/0030] 3120/4800, lr:2.5e-05 ∣ avg_100 : 5.501761 ∣ l2loss : 5.471332 ∣ 
[  epoch 0012/0030] 3130/4800, lr:2.5e-05 ∣ avg_100 : 5.502531 ∣ l2loss : 5.625522 ∣ 
[  epoch 0012/0030] 3140/4800, lr:2.5e-05 ∣ avg_100 : 5.502947 ∣ l2loss : 5.622688 ∣ 
[  epoch 0012/0030] 3150/4800, lr:2.5e-05 ∣ avg_100 : 5.501946 ∣ l2loss : 5.378702 ∣ 
[  epoch 0012/0030] 3160/4800, lr:2.5e-05 ∣ avg_100 : 5.504496 ∣ l2loss : 5.662628 ∣ 
[  epoch 0012/0030] 3170/4800, lr:2.5e-05 ∣ avg_100 : 5.505447 ∣ l2loss : 5.718920 ∣ 
[  epoch 0012/0030] 3180/4800, lr:2.5e-05 ∣ avg_100 : 5.507552 ∣ l2loss : 5.594917 ∣ 
[  epoch 0012/0030] 3190/4800, lr:2.5e-05 ∣ avg_100 : 5.507663 ∣ l2loss : 5.519071 ∣ 
[  epoch 0012/0030] 3200/4800, lr:2.5e-05 ∣ avg_100 : 5.508115 ∣ l2loss : 5.553600 ∣ 
[  epoch 0012/0030] 3210/4800, lr:2.5e-05 ∣ avg_100 : 5.510913 ∣ l2loss : 5.488349 ∣ 
[  epoch 0012/0030] 3220/4800, lr:2.5e-05 ∣ avg_100 : 5.512783 ∣ l2loss : 5.782409 ∣ 
[  epoch 0012/0030] 3230/4800, lr:2.5e-05 ∣ avg_100 : 5.514074 ∣ l2loss : 5.604207 ∣ 
[  epoch 0012/0030] 3240/4800, lr:2.5e-05 ∣ avg_100 : 5.513266 ∣ l2loss : 5.687187 ∣ 
[  epoch 0012/0030] 3250/4800, lr:2.5e-05 ∣ avg_100 : 5.513363 ∣ l2loss : 5.522169 ∣ 
[  epoch 0012/0030] 3260/4800, lr:2.5e-05 ∣ avg_100 : 5.514212 ∣ l2loss : 5.567247 ∣ 
[  epoch 0012/0030] 3270/4800, lr:2.5e-05 ∣ avg_100 : 5.511511 ∣ l2loss : 5.330264 ∣ 
[  epoch 0012/0030] 3280/4800, lr:2.5e-05 ∣ avg_100 : 5.510833 ∣ l2loss : 5.499689 ∣ 
[  epoch 0012/0030] 3290/4800, lr:2.5e-05 ∣ avg_100 : 5.513134 ∣ l2loss : 5.623702 ∣ 
[  epoch 0012/0030] 3300/4800, lr:2.5e-05 ∣ avg_100 : 5.513658 ∣ l2loss : 5.654100 ∣ 
[  epoch 0012/0030] 3310/4800, lr:2.5e-05 ∣ avg_100 : 5.513127 ∣ l2loss : 5.594196 ∣ 
[  epoch 0012/0030] 3320/4800, lr:2.5e-05 ∣ avg_100 : 5.512836 ∣ l2loss : 5.300588 ∣ 
[  epoch 0012/0030] 3330/4800, lr:2.5e-05 ∣ avg_100 : 5.512324 ∣ l2loss : 5.420735 ∣ 
[  epoch 0012/0030] 3340/4800, lr:2.5e-05 ∣ avg_100 : 5.512324 ∣ l2loss : 5.459668 ∣ 
[  epoch 0012/0030] 3350/4800, lr:2.5e-05 ∣ avg_100 : 5.508873 ∣ l2loss : 5.313272 ∣ 
[  epoch 0012/0030] 3360/4800, lr:2.5e-05 ∣ avg_100 : 5.509138 ∣ l2loss : 5.587916 ∣ 
[  epoch 0012/0030] 3370/4800, lr:2.5e-05 ∣ avg_100 : 5.506229 ∣ l2loss : 5.332300 ∣ 
[  epoch 0012/0030] 3380/4800, lr:2.5e-05 ∣ avg_100 : 5.509204 ∣ l2loss : 5.655895 ∣ 
[  epoch 0012/0030] 3390/4800, lr:2.5e-05 ∣ avg_100 : 5.510651 ∣ l2loss : 5.496800 ∣ 
[  epoch 0012/0030] 3400/4800, lr:2.5e-05 ∣ avg_100 : 5.507014 ∣ l2loss : 5.502356 ∣ 
[  epoch 0012/0030] 3410/4800, lr:2.5e-05 ∣ avg_100 : 5.505987 ∣ l2loss : 5.600557 ∣ 
[  epoch 0012/0030] 3420/4800, lr:2.5e-05 ∣ avg_100 : 5.505864 ∣ l2loss : 5.371373 ∣ 
[  epoch 0012/0030] 3430/4800, lr:2.5e-05 ∣ avg_100 : 5.507685 ∣ l2loss : 5.404004 ∣ 
[  epoch 0012/0030] 3440/4800, lr:2.5e-05 ∣ avg_100 : 5.507133 ∣ l2loss : 5.483690 ∣ 
[  epoch 0012/0030] 3450/4800, lr:2.5e-05 ∣ avg_100 : 5.504805 ∣ l2loss : 5.409318 ∣ 
[  epoch 0012/0030] 3460/4800, lr:2.5e-05 ∣ avg_100 : 5.504691 ∣ l2loss : 5.540837 ∣ 
[  epoch 0012/0030] 3470/4800, lr:2.5e-05 ∣ avg_100 : 5.503867 ∣ l2loss : 5.431781 ∣ 
[  epoch 0012/0030] 3480/4800, lr:2.5e-05 ∣ avg_100 : 5.502203 ∣ l2loss : 5.507954 ∣ 
[  epoch 0012/0030] 3490/4800, lr:2.5e-05 ∣ avg_100 : 5.504222 ∣ l2loss : 5.526750 ∣ 
[  epoch 0012/0030] 3500/4800, lr:2.5e-05 ∣ avg_100 : 5.507287 ∣ l2loss : 5.434406 ∣ 
[  epoch 0012/0030] 3510/4800, lr:2.5e-05 ∣ avg_100 : 5.508816 ∣ l2loss : 5.460600 ∣ 
[  epoch 0012/0030] 3520/4800, lr:2.5e-05 ∣ avg_100 : 5.507471 ∣ l2loss : 5.384602 ∣ 
[  epoch 0012/0030] 3530/4800, lr:2.5e-05 ∣ avg_100 : 5.508413 ∣ l2loss : 5.476993 ∣ 
[  epoch 0012/0030] 3540/4800, lr:2.5e-05 ∣ avg_100 : 5.507085 ∣ l2loss : 5.356391 ∣ 
[  epoch 0012/0030] 3550/4800, lr:2.5e-05 ∣ avg_100 : 5.508367 ∣ l2loss : 5.426175 ∣ 
[  epoch 0012/0030] 3560/4800, lr:2.5e-05 ∣ avg_100 : 5.511044 ∣ l2loss : 5.449507 ∣ 
[  epoch 0012/0030] 3570/4800, lr:2.5e-05 ∣ avg_100 : 5.510329 ∣ l2loss : 5.470034 ∣ 
[  epoch 0012/0030] 3580/4800, lr:2.5e-05 ∣ avg_100 : 5.512013 ∣ l2loss : 5.482321 ∣ 
[  epoch 0012/0030] 3590/4800, lr:2.5e-05 ∣ avg_100 : 5.512025 ∣ l2loss : 5.567256 ∣ 
[  epoch 0012/0030] 3600/4800, lr:2.5e-05 ∣ avg_100 : 5.508106 ∣ l2loss : 5.294326 ∣ 
[  epoch 0012/0030] 3610/4800, lr:2.5e-05 ∣ avg_100 : 5.508980 ∣ l2loss : 5.605072 ∣ 
[  epoch 0012/0030] 3620/4800, lr:2.5e-05 ∣ avg_100 : 5.506225 ∣ l2loss : 5.454444 ∣ 
[  epoch 0012/0030] 3630/4800, lr:2.5e-05 ∣ avg_100 : 5.502531 ∣ l2loss : 5.408408 ∣ 
[  epoch 0012/0030] 3640/4800, lr:2.5e-05 ∣ avg_100 : 5.502094 ∣ l2loss : 5.484834 ∣ 
[  epoch 0012/0030] 3650/4800, lr:2.5e-05 ∣ avg_100 : 5.506041 ∣ l2loss : 5.834862 ∣ 
[  epoch 0012/0030] 3660/4800, lr:2.5e-05 ∣ avg_100 : 5.503580 ∣ l2loss : 5.478051 ∣ 
[  epoch 0012/0030] 3670/4800, lr:2.5e-05 ∣ avg_100 : 5.504213 ∣ l2loss : 5.515670 ∣ 
[  epoch 0012/0030] 3680/4800, lr:2.5e-05 ∣ avg_100 : 5.506679 ∣ l2loss : 5.573944 ∣ 
[  epoch 0012/0030] 3690/4800, lr:2.5e-05 ∣ avg_100 : 5.507649 ∣ l2loss : 5.356408 ∣ 
[  epoch 0012/0030] 3700/4800, lr:2.5e-05 ∣ avg_100 : 5.506819 ∣ l2loss : 5.387985 ∣ 
[  epoch 0012/0030] 3710/4800, lr:2.5e-05 ∣ avg_100 : 5.504588 ∣ l2loss : 5.392850 ∣ 
[  epoch 0012/0030] 3720/4800, lr:2.5e-05 ∣ avg_100 : 5.501128 ∣ l2loss : 5.341262 ∣ 
[  epoch 0012/0030] 3730/4800, lr:2.5e-05 ∣ avg_100 : 5.504282 ∣ l2loss : 5.544974 ∣ 
[  epoch 0012/0030] 3740/4800, lr:2.5e-05 ∣ avg_100 : 5.503924 ∣ l2loss : 5.633449 ∣ 
[  epoch 0012/0030] 3750/4800, lr:2.5e-05 ∣ avg_100 : 5.501950 ∣ l2loss : 5.424722 ∣ 
[  epoch 0012/0030] 3760/4800, lr:2.5e-05 ∣ avg_100 : 5.499880 ∣ l2loss : 5.543097 ∣ 
[  epoch 0012/0030] 3770/4800, lr:2.5e-05 ∣ avg_100 : 5.500926 ∣ l2loss : 5.638857 ∣ 
[  epoch 0012/0030] 3780/4800, lr:2.5e-05 ∣ avg_100 : 5.499743 ∣ l2loss : 5.315996 ∣ 
[  epoch 0012/0030] 3790/4800, lr:2.5e-05 ∣ avg_100 : 5.502037 ∣ l2loss : 5.635482 ∣ 
[  epoch 0012/0030] 3800/4800, lr:2.5e-05 ∣ avg_100 : 5.499968 ∣ l2loss : 5.437111 ∣ 
[  epoch 0012/0030] 3810/4800, lr:2.5e-05 ∣ avg_100 : 5.501786 ∣ l2loss : 5.749498 ∣ 
[  epoch 0012/0030] 3820/4800, lr:2.5e-05 ∣ avg_100 : 5.502210 ∣ l2loss : 5.451952 ∣ 
[  epoch 0012/0030] 3830/4800, lr:2.5e-05 ∣ avg_100 : 5.502166 ∣ l2loss : 5.424054 ∣ 
[  epoch 0012/0030] 3840/4800, lr:2.5e-05 ∣ avg_100 : 5.502522 ∣ l2loss : 5.568587 ∣ 
[  epoch 0012/0030] 3850/4800, lr:2.5e-05 ∣ avg_100 : 5.505906 ∣ l2loss : 5.768542 ∣ 
[  epoch 0012/0030] 3860/4800, lr:2.5e-05 ∣ avg_100 : 5.505463 ∣ l2loss : 5.327180 ∣ 
[  epoch 0012/0030] 3870/4800, lr:2.5e-05 ∣ avg_100 : 5.507740 ∣ l2loss : 5.580650 ∣ 
[  epoch 0012/0030] 3880/4800, lr:2.5e-05 ∣ avg_100 : 5.508748 ∣ l2loss : 5.630997 ∣ 
[  epoch 0012/0030] 3890/4800, lr:2.5e-05 ∣ avg_100 : 5.508432 ∣ l2loss : 5.363004 ∣ 
[  epoch 0012/0030] 3900/4800, lr:2.5e-05 ∣ avg_100 : 5.509493 ∣ l2loss : 5.473407 ∣ 
[  epoch 0012/0030] 3910/4800, lr:2.5e-05 ∣ avg_100 : 5.510517 ∣ l2loss : 5.377111 ∣ 
[  epoch 0012/0030] 3920/4800, lr:2.5e-05 ∣ avg_100 : 5.512886 ∣ l2loss : 5.732536 ∣ 
[  epoch 0012/0030] 3930/4800, lr:2.5e-05 ∣ avg_100 : 5.515645 ∣ l2loss : 5.627955 ∣ 
[  epoch 0012/0030] 3940/4800, lr:2.5e-05 ∣ avg_100 : 5.515296 ∣ l2loss : 5.413402 ∣ 
[  epoch 0012/0030] 3950/4800, lr:2.5e-05 ∣ avg_100 : 5.518534 ∣ l2loss : 5.688143 ∣ 
[  epoch 0012/0030] 3960/4800, lr:2.5e-05 ∣ avg_100 : 5.522727 ∣ l2loss : 5.625557 ∣ 
[  epoch 0012/0030] 3970/4800, lr:2.5e-05 ∣ avg_100 : 5.518577 ∣ l2loss : 5.300469 ∣ 
[  epoch 0012/0030] 3980/4800, lr:2.5e-05 ∣ avg_100 : 5.519483 ∣ l2loss : 5.422831 ∣ 
[  epoch 0012/0030] 3990/4800, lr:2.5e-05 ∣ avg_100 : 5.515277 ∣ l2loss : 5.196394 ∣ 
[  epoch 0012/0030] 4000/4800, lr:2.5e-05 ∣ avg_100 : 5.517106 ∣ l2loss : 5.743816 ∣ 
[  epoch 0012/0030] 4010/4800, lr:2.5e-05 ∣ avg_100 : 5.516658 ∣ l2loss : 5.540532 ∣ 
[  epoch 0012/0030] 4020/4800, lr:2.5e-05 ∣ avg_100 : 5.515212 ∣ l2loss : 5.593366 ∣ 
[  epoch 0012/0030] 4030/4800, lr:2.5e-05 ∣ avg_100 : 5.513121 ∣ l2loss : 5.463306 ∣ 
[  epoch 0012/0030] 4040/4800, lr:2.5e-05 ∣ avg_100 : 5.510167 ∣ l2loss : 5.431780 ∣ 
[  epoch 0012/0030] 4050/4800, lr:2.5e-05 ∣ avg_100 : 5.512816 ∣ l2loss : 5.526717 ∣ 
[  epoch 0012/0030] 4060/4800, lr:2.5e-05 ∣ avg_100 : 5.512496 ∣ l2loss : 5.558147 ∣ 
[  epoch 0012/0030] 4070/4800, lr:2.5e-05 ∣ avg_100 : 5.508661 ∣ l2loss : 5.158450 ∣ 
[  epoch 0012/0030] 4080/4800, lr:2.5e-05 ∣ avg_100 : 5.503391 ∣ l2loss : 5.124260 ∣ 
[  epoch 0012/0030] 4090/4800, lr:2.5e-05 ∣ avg_100 : 5.498460 ∣ l2loss : 5.094098 ∣ 
[  epoch 0012/0030] 4100/4800, lr:2.5e-05 ∣ avg_100 : 5.499145 ∣ l2loss : 5.696247 ∣ 
[  epoch 0012/0030] 4110/4800, lr:2.5e-05 ∣ avg_100 : 5.496816 ∣ l2loss : 5.371851 ∣ 
[  epoch 0012/0030] 4120/4800, lr:2.5e-05 ∣ avg_100 : 5.497347 ∣ l2loss : 5.524369 ∣ 
[  epoch 0012/0030] 4130/4800, lr:2.5e-05 ∣ avg_100 : 5.494893 ∣ l2loss : 5.380133 ∣ 
[  epoch 0012/0030] 4140/4800, lr:2.5e-05 ∣ avg_100 : 5.491497 ∣ l2loss : 5.283159 ∣ 
[  epoch 0012/0030] 4150/4800, lr:2.5e-05 ∣ avg_100 : 5.494597 ∣ l2loss : 5.688639 ∣ 
[  epoch 0012/0030] 4160/4800, lr:2.5e-05 ∣ avg_100 : 5.494250 ∣ l2loss : 5.627900 ∣ 
[  epoch 0012/0030] 4170/4800, lr:2.5e-05 ∣ avg_100 : 5.490891 ∣ l2loss : 5.383111 ∣ 
[  epoch 0012/0030] 4180/4800, lr:2.5e-05 ∣ avg_100 : 5.490682 ∣ l2loss : 5.573955 ∣ 
[  epoch 0012/0030] 4190/4800, lr:2.5e-05 ∣ avg_100 : 5.490317 ∣ l2loss : 5.482564 ∣ 
[  epoch 0012/0030] 4200/4800, lr:2.5e-05 ∣ avg_100 : 5.488047 ∣ l2loss : 5.326645 ∣ 
[  epoch 0012/0030] 4210/4800, lr:2.5e-05 ∣ avg_100 : 5.488299 ∣ l2loss : 5.513494 ∣ 
[  epoch 0012/0030] 4220/4800, lr:2.5e-05 ∣ avg_100 : 5.482235 ∣ l2loss : 5.176070 ∣ 
[  epoch 0012/0030] 4230/4800, lr:2.5e-05 ∣ avg_100 : 5.482626 ∣ l2loss : 5.643276 ∣ 
[  epoch 0012/0030] 4240/4800, lr:2.5e-05 ∣ avg_100 : 5.479537 ∣ l2loss : 5.378275 ∣ 
[  epoch 0012/0030] 4250/4800, lr:2.5e-05 ∣ avg_100 : 5.481528 ∣ l2loss : 5.721333 ∣ 
[  epoch 0012/0030] 4260/4800, lr:2.5e-05 ∣ avg_100 : 5.480655 ∣ l2loss : 5.479908 ∣ 
[  epoch 0012/0030] 4270/4800, lr:2.5e-05 ∣ avg_100 : 5.480956 ∣ l2loss : 5.360322 ∣ 
[  epoch 0012/0030] 4280/4800, lr:2.5e-05 ∣ avg_100 : 5.482547 ∣ l2loss : 5.658829 ∣ 
[  epoch 0012/0030] 4290/4800, lr:2.5e-05 ∣ avg_100 : 5.479463 ∣ l2loss : 5.315335 ∣ 
[  epoch 0012/0030] 4300/4800, lr:2.5e-05 ∣ avg_100 : 5.477416 ∣ l2loss : 5.449357 ∣ 
[  epoch 0012/0030] 4310/4800, lr:2.5e-05 ∣ avg_100 : 5.476536 ∣ l2loss : 5.506198 ∣ 
[  epoch 0012/0030] 4320/4800, lr:2.5e-05 ∣ avg_100 : 5.477268 ∣ l2loss : 5.373835 ∣ 
[  epoch 0012/0030] 4330/4800, lr:2.5e-05 ∣ avg_100 : 5.480353 ∣ l2loss : 5.729192 ∣ 
[  epoch 0012/0030] 4340/4800, lr:2.5e-05 ∣ avg_100 : 5.479467 ∣ l2loss : 5.371082 ∣ 
[  epoch 0012/0030] 4350/4800, lr:2.5e-05 ∣ avg_100 : 5.480982 ∣ l2loss : 5.464806 ∣ 
[  epoch 0012/0030] 4360/4800, lr:2.5e-05 ∣ avg_100 : 5.479336 ∣ l2loss : 5.423292 ∣ 
[  epoch 0012/0030] 4370/4800, lr:2.5e-05 ∣ avg_100 : 5.478567 ∣ l2loss : 5.255379 ∣ 
[  epoch 0012/0030] 4380/4800, lr:2.5e-05 ∣ avg_100 : 5.477887 ∣ l2loss : 5.587861 ∣ 
[  epoch 0012/0030] 4390/4800, lr:2.5e-05 ∣ avg_100 : 5.479229 ∣ l2loss : 5.631047 ∣ 
[  epoch 0012/0030] 4400/4800, lr:2.5e-05 ∣ avg_100 : 5.477093 ∣ l2loss : 5.288767 ∣ 
[  epoch 0012/0030] 4410/4800, lr:2.5e-05 ∣ avg_100 : 5.475553 ∣ l2loss : 5.446512 ∣ 
[  epoch 0012/0030] 4420/4800, lr:2.5e-05 ∣ avg_100 : 5.476325 ∣ l2loss : 5.448622 ∣ 
[  epoch 0012/0030] 4430/4800, lr:2.5e-05 ∣ avg_100 : 5.476078 ∣ l2loss : 5.379284 ∣ 
[  epoch 0012/0030] 4440/4800, lr:2.5e-05 ∣ avg_100 : 5.477197 ∣ l2loss : 5.595573 ∣ 
[  epoch 0012/0030] 4450/4800, lr:2.5e-05 ∣ avg_100 : 5.478130 ∣ l2loss : 5.502661 ∣ 
[  epoch 0012/0030] 4460/4800, lr:2.5e-05 ∣ avg_100 : 5.475769 ∣ l2loss : 5.304743 ∣ 
[  epoch 0012/0030] 4470/4800, lr:2.5e-05 ∣ avg_100 : 5.472543 ∣ l2loss : 5.109162 ∣ 
[  epoch 0012/0030] 4480/4800, lr:2.5e-05 ∣ avg_100 : 5.471906 ∣ l2loss : 5.444239 ∣ 
[  epoch 0012/0030] 4490/4800, lr:2.5e-05 ∣ avg_100 : 5.471555 ∣ l2loss : 5.491641 ∣ 
[  epoch 0012/0030] 4500/4800, lr:2.5e-05 ∣ avg_100 : 5.470862 ∣ l2loss : 5.365063 ∣ 
[  epoch 0012/0030] 4510/4800, lr:2.5e-05 ∣ avg_100 : 5.470694 ∣ l2loss : 5.443804 ∣ 
[  epoch 0012/0030] 4520/4800, lr:2.5e-05 ∣ avg_100 : 5.471607 ∣ l2loss : 5.475941 ∣ 
[  epoch 0012/0030] 4530/4800, lr:2.5e-05 ∣ avg_100 : 5.473813 ∣ l2loss : 5.697636 ∣ 
[  epoch 0012/0030] 4540/4800, lr:2.5e-05 ∣ avg_100 : 5.473759 ∣ l2loss : 5.350955 ∣ 
[  epoch 0012/0030] 4550/4800, lr:2.5e-05 ∣ avg_100 : 5.472458 ∣ l2loss : 5.296100 ∣ 
[  epoch 0012/0030] 4560/4800, lr:2.5e-05 ∣ avg_100 : 5.474543 ∣ l2loss : 5.658001 ∣ 
[  epoch 0012/0030] 4570/4800, lr:2.5e-05 ∣ avg_100 : 5.477082 ∣ l2loss : 5.723905 ∣ 
[  epoch 0012/0030] 4580/4800, lr:2.5e-05 ∣ avg_100 : 5.476590 ∣ l2loss : 5.433136 ∣ 
[  epoch 0012/0030] 4590/4800, lr:2.5e-05 ∣ avg_100 : 5.473616 ∣ l2loss : 5.269833 ∣ 
[  epoch 0012/0030] 4600/4800, lr:2.5e-05 ∣ avg_100 : 5.477710 ∣ l2loss : 5.703707 ∣ 
[  epoch 0012/0030] 4610/4800, lr:2.5e-05 ∣ avg_100 : 5.476359 ∣ l2loss : 5.469988 ∣ 
[  epoch 0012/0030] 4620/4800, lr:2.5e-05 ∣ avg_100 : 5.475680 ∣ l2loss : 5.386535 ∣ 
[  epoch 0012/0030] 4630/4800, lr:2.5e-05 ∣ avg_100 : 5.476498 ∣ l2loss : 5.490216 ∣ 
[  epoch 0012/0030] 4640/4800, lr:2.5e-05 ∣ avg_100 : 5.474046 ∣ l2loss : 5.239651 ∣ 
[  epoch 0012/0030] 4650/4800, lr:2.5e-05 ∣ avg_100 : 5.471586 ∣ l2loss : 5.588905 ∣ 
[  epoch 0012/0030] 4660/4800, lr:2.5e-05 ∣ avg_100 : 5.470980 ∣ l2loss : 5.417417 ∣ 
[  epoch 0012/0030] 4670/4800, lr:2.5e-05 ∣ avg_100 : 5.468854 ∣ l2loss : 5.303050 ∣ 
[  epoch 0012/0030] 4680/4800, lr:2.5e-05 ∣ avg_100 : 5.466969 ∣ l2loss : 5.385482 ∣ 
[  epoch 0012/0030] 4690/4800, lr:2.5e-05 ∣ avg_100 : 5.468571 ∣ l2loss : 5.516605 ∣ 
[  epoch 0012/0030] 4700/4800, lr:2.5e-05 ∣ avg_100 : 5.469752 ∣ l2loss : 5.506034 ∣ 
[  epoch 0012/0030] 4710/4800, lr:2.5e-05 ∣ avg_100 : 5.470947 ∣ l2loss : 5.512333 ∣ 
[  epoch 0012/0030] 4720/4800, lr:2.5e-05 ∣ avg_100 : 5.471175 ∣ l2loss : 5.364089 ∣ 
[  epoch 0012/0030] 4730/4800, lr:2.5e-05 ∣ avg_100 : 5.469822 ∣ l2loss : 5.409717 ∣ 
[  epoch 0012/0030] 4740/4800, lr:2.5e-05 ∣ avg_100 : 5.468351 ∣ l2loss : 5.486302 ∣ 
[  epoch 0012/0030] 4750/4800, lr:2.5e-05 ∣ avg_100 : 5.469054 ∣ l2loss : 5.495057 ∣ 
[  epoch 0012/0030] 4760/4800, lr:2.5e-05 ∣ avg_100 : 5.467558 ∣ l2loss : 5.393436 ∣ 
[  epoch 0012/0030] 4770/4800, lr:2.5e-05 ∣ avg_100 : 5.465806 ∣ l2loss : 5.463723 ∣ 
[  epoch 0012/0030] 4780/4800, lr:2.5e-05 ∣ avg_100 : 5.469714 ∣ l2loss : 5.706777 ∣ 
[  epoch 0012/0030] 4790/4800, lr:2.5e-05 ∣ avg_100 : 5.466764 ∣ l2loss : 5.340525 ∣ 
[  epoch 0012/0030] 4800/4800, lr:2.5e-05 ∣ avg_100 : 5.469112 ∣ l2loss : 5.671895 ∣ 
[    val 012    ] Done! PSNR : 36.49 dB, SSIM : 0.925total: 23:04:31                    
[  epoch 0013/0030] 0010/4800, lr:2.5e-05 ∣ avg_100 : 5.466250 ∣ l2loss : 5.463245 ∣ 
[  epoch 0013/0030] 0020/4800, lr:2.5e-05 ∣ avg_100 : 5.465242 ∣ l2loss : 5.351222 ∣ 
[  epoch 0013/0030] 0030/4800, lr:2.5e-05 ∣ avg_100 : 5.467291 ∣ l2loss : 5.628887 ∣ 
[  epoch 0013/0030] 0040/4800, lr:2.5e-05 ∣ avg_100 : 5.468539 ∣ l2loss : 5.693397 ∣ 
[  epoch 0013/0030] 0050/4800, lr:2.5e-05 ∣ avg_100 : 5.466493 ∣ l2loss : 5.563943 ∣ 
[  epoch 0013/0030] 0060/4800, lr:2.5e-05 ∣ avg_100 : 5.468213 ∣ l2loss : 5.499204 ∣ 
[  epoch 0013/0030] 0070/4800, lr:2.5e-05 ∣ avg_100 : 5.465355 ∣ l2loss : 5.294803 ∣ 
[  epoch 0013/0030] 0080/4800, lr:2.5e-05 ∣ avg_100 : 5.463379 ∣ l2loss : 5.433440 ∣ 
[  epoch 0013/0030] 0090/4800, lr:2.5e-05 ∣ avg_100 : 5.463896 ∣ l2loss : 5.414652 ∣ 
[  epoch 0013/0030] 0100/4800, lr:2.5e-05 ∣ avg_100 : 5.464002 ∣ l2loss : 5.484094 ∣ 
[  epoch 0013/0030] 0110/4800, lr:2.5e-05 ∣ avg_100 : 5.465054 ∣ l2loss : 5.482292 ∣ 
[  epoch 0013/0030] 0120/4800, lr:2.5e-05 ∣ avg_100 : 5.461581 ∣ l2loss : 5.385236 ∣ 
[  epoch 0013/0030] 0130/4800, lr:2.5e-05 ∣ avg_100 : 5.460812 ∣ l2loss : 5.551011 ∣ 
[  epoch 0013/0030] 0140/4800, lr:2.5e-05 ∣ avg_100 : 5.460551 ∣ l2loss : 5.387290 ∣ 
[  epoch 0013/0030] 0150/4800, lr:2.5e-05 ∣ avg_100 : 5.459695 ∣ l2loss : 5.602575 ∣ 
[  epoch 0013/0030] 0160/4800, lr:2.5e-05 ∣ avg_100 : 5.458803 ∣ l2loss : 5.536312 ∣ 
[  epoch 0013/0030] 0170/4800, lr:2.5e-05 ∣ avg_100 : 5.458652 ∣ l2loss : 5.285395 ∣ 
[  epoch 0013/0030] 0180/4800, lr:2.5e-05 ∣ avg_100 : 5.458855 ∣ l2loss : 5.443142 ∣ 
[  epoch 0013/0030] 0190/4800, lr:2.5e-05 ∣ avg_100 : 5.462373 ∣ l2loss : 5.548224 ∣ 
[  epoch 0013/0030] 0200/4800, lr:2.5e-05 ∣ avg_100 : 5.458927 ∣ l2loss : 5.399161 ∣ 
[  epoch 0013/0030] 0210/4800, lr:2.5e-05 ∣ avg_100 : 5.455936 ∣ l2loss : 5.241437 ∣ 
[  epoch 0013/0030] 0220/4800, lr:2.5e-05 ∣ avg_100 : 5.454567 ∣ l2loss : 5.456522 ∣ 
[  epoch 0013/0030] 0230/4800, lr:2.5e-05 ∣ avg_100 : 5.454790 ∣ l2loss : 5.485622 ∣ 
[  epoch 0013/0030] 0240/4800, lr:2.5e-05 ∣ avg_100 : 5.455837 ∣ l2loss : 5.536474 ∣ 
[  epoch 0013/0030] 0250/4800, lr:2.5e-05 ∣ avg_100 : 5.456707 ∣ l2loss : 5.613660 ∣ 
[  epoch 0013/0030] 0260/4800, lr:2.5e-05 ∣ avg_100 : 5.455366 ∣ l2loss : 5.424093 ∣ 
[  epoch 0013/0030] 0270/4800, lr:2.5e-05 ∣ avg_100 : 5.459454 ∣ l2loss : 5.567232 ∣ 
[  epoch 0013/0030] 0280/4800, lr:2.5e-05 ∣ avg_100 : 5.462120 ∣ l2loss : 5.390804 ∣ 
[  epoch 0013/0030] 0290/4800, lr:2.5e-05 ∣ avg_100 : 5.464516 ∣ l2loss : 5.333733 ∣ 
[  epoch 0013/0030] 0300/4800, lr:2.5e-05 ∣ avg_100 : 5.460653 ∣ l2loss : 5.309998 ∣ 
[  epoch 0013/0030] 0310/4800, lr:2.5e-05 ∣ avg_100 : 5.463100 ∣ l2loss : 5.616527 ∣ 
[  epoch 0013/0030] 0320/4800, lr:2.5e-05 ∣ avg_100 : 5.464895 ∣ l2loss : 5.703874 ∣ 
[  epoch 0013/0030] 0330/4800, lr:2.5e-05 ∣ avg_100 : 5.466297 ∣ l2loss : 5.520338 ∣ 
[  epoch 0013/0030] 0340/4800, lr:2.5e-05 ∣ avg_100 : 5.465351 ∣ l2loss : 5.188577 ∣ 
[  epoch 0013/0030] 0350/4800, lr:2.5e-05 ∣ avg_100 : 5.464761 ∣ l2loss : 5.629630 ∣ 
[  epoch 0013/0030] 0360/4800, lr:2.5e-05 ∣ avg_100 : 5.464186 ∣ l2loss : 5.570328 ∣ 
[  epoch 0013/0030] 0370/4800, lr:2.5e-05 ∣ avg_100 : 5.465712 ∣ l2loss : 5.535778 ∣ 
[  epoch 0013/0030] 0380/4800, lr:2.5e-05 ∣ avg_100 : 5.464392 ∣ l2loss : 5.441961 ∣ 
[  epoch 0013/0030] 0390/4800, lr:2.5e-05 ∣ avg_100 : 5.462698 ∣ l2loss : 5.313147 ∣ 
[  epoch 0013/0030] 0400/4800, lr:2.5e-05 ∣ avg_100 : 5.463290 ∣ l2loss : 5.385780 ∣ 
[  epoch 0013/0030] 0410/4800, lr:2.5e-05 ∣ avg_100 : 5.462123 ∣ l2loss : 5.396798 ∣ 
[  epoch 0013/0030] 0420/4800, lr:2.5e-05 ∣ avg_100 : 5.464282 ∣ l2loss : 5.391989 ∣ 
[  epoch 0013/0030] 0430/4800, lr:2.5e-05 ∣ avg_100 : 5.464915 ∣ l2loss : 5.706552 ∣ 
[  epoch 0013/0030] 0440/4800, lr:2.5e-05 ∣ avg_100 : 5.467475 ∣ l2loss : 5.634280 ∣ 
[  epoch 0013/0030] 0450/4800, lr:2.5e-05 ∣ avg_100 : 5.465324 ∣ l2loss : 5.506254 ∣ 
[  epoch 0013/0030] 0460/4800, lr:2.5e-05 ∣ avg_100 : 5.465160 ∣ l2loss : 5.463526 ∣ 
[  epoch 0013/0030] 0470/4800, lr:2.5e-05 ∣ avg_100 : 5.464070 ∣ l2loss : 5.251345 ∣ 
[  epoch 0013/0030] 0480/4800, lr:2.5e-05 ∣ avg_100 : 5.461346 ∣ l2loss : 5.386388 ∣ 
[  epoch 0013/0030] 0490/4800, lr:2.5e-05 ∣ avg_100 : 5.463017 ∣ l2loss : 5.482482 ∣ 
[  epoch 0013/0030] 0500/4800, lr:2.5e-05 ∣ avg_100 : 5.465392 ∣ l2loss : 5.686839 ∣ 
[  epoch 0013/0030] 0510/4800, lr:2.5e-05 ∣ avg_100 : 5.465908 ∣ l2loss : 5.557741 ∣ 
[  epoch 0013/0030] 0520/4800, lr:2.5e-05 ∣ avg_100 : 5.465449 ∣ l2loss : 5.328026 ∣ 
[  epoch 0013/0030] 0530/4800, lr:2.5e-05 ∣ avg_100 : 5.465232 ∣ l2loss : 5.707463 ∣ 
[  epoch 0013/0030] 0540/4800, lr:2.5e-05 ∣ avg_100 : 5.466782 ∣ l2loss : 5.526091 ∣ 
[  epoch 0013/0030] 0550/4800, lr:2.5e-05 ∣ avg_100 : 5.467569 ∣ l2loss : 5.543501 ∣ 
[  epoch 0013/0030] 0560/4800, lr:2.5e-05 ∣ avg_100 : 5.467226 ∣ l2loss : 5.388991 ∣ 
[  epoch 0013/0030] 0570/4800, lr:2.5e-05 ∣ avg_100 : 5.468698 ∣ l2loss : 5.402577 ∣ 
[  epoch 0013/0030] 0580/4800, lr:2.5e-05 ∣ avg_100 : 5.468359 ∣ l2loss : 5.553924 ∣ 
[  epoch 0013/0030] 0590/4800, lr:2.5e-05 ∣ avg_100 : 5.468004 ∣ l2loss : 5.595601 ∣ 
[  epoch 0013/0030] 0600/4800, lr:2.5e-05 ∣ avg_100 : 5.470815 ∣ l2loss : 5.569861 ∣ 
[  epoch 0013/0030] 0610/4800, lr:2.5e-05 ∣ avg_100 : 5.470909 ∣ l2loss : 5.455865 ∣ 
[  epoch 0013/0030] 0620/4800, lr:2.5e-05 ∣ avg_100 : 5.471420 ∣ l2loss : 5.499752 ∣ 
[  epoch 0013/0030] 0630/4800, lr:2.5e-05 ∣ avg_100 : 5.472333 ∣ l2loss : 5.470605 ∣ 
[  epoch 0013/0030] 0640/4800, lr:2.5e-05 ∣ avg_100 : 5.471291 ∣ l2loss : 5.491379 ∣ 
[  epoch 0013/0030] 0650/4800, lr:2.5e-05 ∣ avg_100 : 5.469599 ∣ l2loss : 5.333451 ∣ 
[  epoch 0013/0030] 0660/4800, lr:2.5e-05 ∣ avg_100 : 5.472814 ∣ l2loss : 5.626179 ∣ 
[  epoch 0013/0030] 0670/4800, lr:2.5e-05 ∣ avg_100 : 5.477186 ∣ l2loss : 5.546436 ∣ 
[  epoch 0013/0030] 0680/4800, lr:2.5e-05 ∣ avg_100 : 5.477150 ∣ l2loss : 5.440610 ∣ 
[  epoch 0013/0030] 0690/4800, lr:2.5e-05 ∣ avg_100 : 5.474414 ∣ l2loss : 5.218067 ∣ 
[  epoch 0013/0030] 0700/4800, lr:2.5e-05 ∣ avg_100 : 5.475914 ∣ l2loss : 5.515050 ∣ 
[  epoch 0013/0030] 0710/4800, lr:2.5e-05 ∣ avg_100 : 5.472797 ∣ l2loss : 5.132070 ∣ 
[  epoch 0013/0030] 0720/4800, lr:2.5e-05 ∣ avg_100 : 5.474579 ∣ l2loss : 5.654198 ∣ 
[  epoch 0013/0030] 0730/4800, lr:2.5e-05 ∣ avg_100 : 5.472451 ∣ l2loss : 5.484830 ∣ 
[  epoch 0013/0030] 0740/4800, lr:2.5e-05 ∣ avg_100 : 5.474069 ∣ l2loss : 5.512737 ∣ 
[  epoch 0013/0030] 0750/4800, lr:2.5e-05 ∣ avg_100 : 5.473222 ∣ l2loss : 5.211418 ∣ 
[  epoch 0013/0030] 0760/4800, lr:2.5e-05 ∣ avg_100 : 5.470050 ∣ l2loss : 5.340789 ∣ 
[  epoch 0013/0030] 0770/4800, lr:2.5e-05 ∣ avg_100 : 5.465576 ∣ l2loss : 5.276511 ∣ 
[  epoch 0013/0030] 0780/4800, lr:2.5e-05 ∣ avg_100 : 5.465243 ∣ l2loss : 5.399791 ∣ 
[  epoch 0013/0030] 0790/4800, lr:2.5e-05 ∣ avg_100 : 5.468268 ∣ l2loss : 5.572354 ∣ 
[  epoch 0013/0030] 0800/4800, lr:2.5e-05 ∣ avg_100 : 5.466758 ∣ l2loss : 5.552707 ∣ 
[  epoch 0013/0030] 0810/4800, lr:2.5e-05 ∣ avg_100 : 5.467156 ∣ l2loss : 5.509809 ∣ 
[  epoch 0013/0030] 0820/4800, lr:2.5e-05 ∣ avg_100 : 5.467769 ∣ l2loss : 5.447855 ∣ 
[  epoch 0013/0030] 0830/4800, lr:2.5e-05 ∣ avg_100 : 5.467678 ∣ l2loss : 5.481030 ∣ 
[  epoch 0013/0030] 0840/4800, lr:2.5e-05 ∣ avg_100 : 5.470110 ∣ l2loss : 5.482867 ∣ 
[  epoch 0013/0030] 0850/4800, lr:2.5e-05 ∣ avg_100 : 5.467838 ∣ l2loss : 5.361700 ∣ 
[  epoch 0013/0030] 0860/4800, lr:2.5e-05 ∣ avg_100 : 5.466136 ∣ l2loss : 5.247263 ∣ 
[  epoch 0013/0030] 0870/4800, lr:2.5e-05 ∣ avg_100 : 5.466450 ∣ l2loss : 5.334478 ∣ 
[  epoch 0013/0030] 0880/4800, lr:2.5e-05 ∣ avg_100 : 5.466252 ∣ l2loss : 5.365651 ∣ 
[  epoch 0013/0030] 0890/4800, lr:2.5e-05 ∣ avg_100 : 5.465468 ∣ l2loss : 5.438197 ∣ 
[  epoch 0013/0030] 0900/4800, lr:2.5e-05 ∣ avg_100 : 5.466783 ∣ l2loss : 5.637535 ∣ 
[  epoch 0013/0030] 0910/4800, lr:2.5e-05 ∣ avg_100 : 5.465701 ∣ l2loss : 5.404090 ∣ 
[  epoch 0013/0030] 0920/4800, lr:2.5e-05 ∣ avg_100 : 5.468525 ∣ l2loss : 5.646561 ∣ 
[  epoch 0013/0030] 0930/4800, lr:2.5e-05 ∣ avg_100 : 5.467783 ∣ l2loss : 5.335467 ∣ 
[  epoch 0013/0030] 0940/4800, lr:2.5e-05 ∣ avg_100 : 5.468614 ∣ l2loss : 5.569444 ∣ 
[  epoch 0013/0030] 0950/4800, lr:2.5e-05 ∣ avg_100 : 5.470703 ∣ l2loss : 5.703969 ∣ 
[  epoch 0013/0030] 0960/4800, lr:2.5e-05 ∣ avg_100 : 5.470414 ∣ l2loss : 5.364542 ∣ 
[  epoch 0013/0030] 0970/4800, lr:2.5e-05 ∣ avg_100 : 5.471227 ∣ l2loss : 5.544980 ∣ 
[  epoch 0013/0030] 0980/4800, lr:2.5e-05 ∣ avg_100 : 5.467794 ∣ l2loss : 5.363454 ∣ 
[  epoch 0013/0030] 0990/4800, lr:2.5e-05 ∣ avg_100 : 5.468308 ∣ l2loss : 5.391969 ∣ 
[  epoch 0013/0030] 1000/4800, lr:2.5e-05 ∣ avg_100 : 5.464395 ∣ l2loss : 5.280579 ∣ 
[  epoch 0013/0030] 1010/4800, lr:2.5e-05 ∣ avg_100 : 5.464863 ∣ l2loss : 5.510034 ∣ 
[  epoch 0013/0030] 1020/4800, lr:2.5e-05 ∣ avg_100 : 5.465790 ∣ l2loss : 5.443962 ∣ 
[  epoch 0013/0030] 1030/4800, lr:2.5e-05 ∣ avg_100 : 5.464873 ∣ l2loss : 5.537167 ∣ 
[  epoch 0013/0030] 1040/4800, lr:2.5e-05 ∣ avg_100 : 5.462387 ∣ l2loss : 5.444789 ∣ 
[  epoch 0013/0030] 1050/4800, lr:2.5e-05 ∣ avg_100 : 5.459057 ∣ l2loss : 5.230902 ∣ 
[  epoch 0013/0030] 1060/4800, lr:2.5e-05 ∣ avg_100 : 5.455655 ∣ l2loss : 5.158998 ∣ 
[  epoch 0013/0030] 1070/4800, lr:2.5e-05 ∣ avg_100 : 5.455556 ∣ l2loss : 5.284915 ∣ 
[  epoch 0013/0030] 1080/4800, lr:2.5e-05 ∣ avg_100 : 5.455270 ∣ l2loss : 5.404843 ∣ 
[  epoch 0013/0030] 1090/4800, lr:2.5e-05 ∣ avg_100 : 5.455544 ∣ l2loss : 5.442054 ∣ 
[  epoch 0013/0030] 1100/4800, lr:2.5e-05 ∣ avg_100 : 5.454273 ∣ l2loss : 5.356977 ∣ 
[  epoch 0013/0030] 1110/4800, lr:2.5e-05 ∣ avg_100 : 5.452573 ∣ l2loss : 5.312354 ∣ 
[  epoch 0013/0030] 1120/4800, lr:2.5e-05 ∣ avg_100 : 5.452263 ∣ l2loss : 5.354217 ∣ 
[  epoch 0013/0030] 1130/4800, lr:2.5e-05 ∣ avg_100 : 5.451353 ∣ l2loss : 5.460053 ∣ 
[  epoch 0013/0030] 1140/4800, lr:2.5e-05 ∣ avg_100 : 5.451474 ∣ l2loss : 5.399382 ∣ 
[  epoch 0013/0030] 1150/4800, lr:2.5e-05 ∣ avg_100 : 5.450675 ∣ l2loss : 5.522657 ∣ 
[  epoch 0013/0030] 1160/4800, lr:2.5e-05 ∣ avg_100 : 5.450627 ∣ l2loss : 5.531510 ∣ 
[  epoch 0013/0030] 1170/4800, lr:2.5e-05 ∣ avg_100 : 5.449236 ∣ l2loss : 5.146273 ∣ 
[  epoch 0013/0030] 1180/4800, lr:2.5e-05 ∣ avg_100 : 5.449553 ∣ l2loss : 5.474864 ∣ 
[  epoch 0013/0030] 1190/4800, lr:2.5e-05 ∣ avg_100 : 5.449034 ∣ l2loss : 5.496336 ∣ 
[  epoch 0013/0030] 1200/4800, lr:2.5e-05 ∣ avg_100 : 5.451505 ∣ l2loss : 5.646208 ∣ 
[  epoch 0013/0030] 1210/4800, lr:2.5e-05 ∣ avg_100 : 5.452919 ∣ l2loss : 5.382860 ∣ 
[  epoch 0013/0030] 1220/4800, lr:2.5e-05 ∣ avg_100 : 5.453340 ∣ l2loss : 5.498650 ∣ 
[  epoch 0013/0030] 1230/4800, lr:2.5e-05 ∣ avg_100 : 5.453143 ∣ l2loss : 5.465887 ∣ 
[  epoch 0013/0030] 1240/4800, lr:2.5e-05 ∣ avg_100 : 5.451611 ∣ l2loss : 5.383273 ∣ 
[  epoch 0013/0030] 1250/4800, lr:2.5e-05 ∣ avg_100 : 5.450143 ∣ l2loss : 5.466892 ∣ 
[  epoch 0013/0030] 1260/4800, lr:2.5e-05 ∣ avg_100 : 5.452657 ∣ l2loss : 5.675429 ∣ 
[  epoch 0013/0030] 1270/4800, lr:2.5e-05 ∣ avg_100 : 5.451869 ∣ l2loss : 5.488453 ∣ 
[  epoch 0013/0030] 1280/4800, lr:2.5e-05 ∣ avg_100 : 5.453457 ∣ l2loss : 5.549655 ∣ 
[  epoch 0013/0030] 1290/4800, lr:2.5e-05 ∣ avg_100 : 5.455558 ∣ l2loss : 5.543779 ∣ 
[  epoch 0013/0030] 1300/4800, lr:2.5e-05 ∣ avg_100 : 5.458440 ∣ l2loss : 5.598207 ∣ 
[  epoch 0013/0030] 1310/4800, lr:2.5e-05 ∣ avg_100 : 5.455906 ∣ l2loss : 5.363168 ∣ 
[  epoch 0013/0030] 1320/4800, lr:2.5e-05 ∣ avg_100 : 5.453468 ∣ l2loss : 5.459999 ∣ 
[  epoch 0013/0030] 1330/4800, lr:2.5e-05 ∣ avg_100 : 5.453528 ∣ l2loss : 5.526345 ∣ 
[  epoch 0013/0030] 1340/4800, lr:2.5e-05 ∣ avg_100 : 5.452558 ∣ l2loss : 5.091629 ∣ 
[  epoch 0013/0030] 1350/4800, lr:2.5e-05 ∣ avg_100 : 5.448133 ∣ l2loss : 5.187139 ∣ 
[  epoch 0013/0030] 1360/4800, lr:2.5e-05 ∣ avg_100 : 5.448963 ∣ l2loss : 5.653325 ∣ 
[  epoch 0013/0030] 1370/4800, lr:2.5e-05 ∣ avg_100 : 5.447664 ∣ l2loss : 5.405890 ∣ 
[  epoch 0013/0030] 1380/4800, lr:2.5e-05 ∣ avg_100 : 5.448598 ∣ l2loss : 5.535359 ∣ 
[  epoch 0013/0030] 1390/4800, lr:2.5e-05 ∣ avg_100 : 5.450794 ∣ l2loss : 5.532694 ∣ 
[  epoch 0013/0030] 1400/4800, lr:2.5e-05 ∣ avg_100 : 5.453689 ∣ l2loss : 5.675323 ∣ 
[  epoch 0013/0030] 1410/4800, lr:2.5e-05 ∣ avg_100 : 5.453521 ∣ l2loss : 5.379958 ∣ 
[  epoch 0013/0030] 1420/4800, lr:2.5e-05 ∣ avg_100 : 5.457418 ∣ l2loss : 5.781721 ∣ 
[  epoch 0013/0030] 1430/4800, lr:2.5e-05 ∣ avg_100 : 5.451963 ∣ l2loss : 5.161068 ∣ 
[  epoch 0013/0030] 1440/4800, lr:2.5e-05 ∣ avg_100 : 5.449852 ∣ l2loss : 5.423104 ∣ 
[  epoch 0013/0030] 1450/4800, lr:2.5e-05 ∣ avg_100 : 5.448906 ∣ l2loss : 5.411687 ∣ 
[  epoch 0013/0030] 1460/4800, lr:2.5e-05 ∣ avg_100 : 5.450098 ∣ l2loss : 5.582749 ∣ 
[  epoch 0013/0030] 1470/4800, lr:2.5e-05 ∣ avg_100 : 5.454088 ∣ l2loss : 5.650296 ∣ 
[  epoch 0013/0030] 1480/4800, lr:2.5e-05 ∣ avg_100 : 5.455765 ∣ l2loss : 5.554092 ∣ 
[  epoch 0013/0030] 1490/4800, lr:2.5e-05 ∣ avg_100 : 5.454491 ∣ l2loss : 5.355084 ∣ 
[  epoch 0013/0030] 1500/4800, lr:2.5e-05 ∣ avg_100 : 5.451786 ∣ l2loss : 5.416368 ∣ 
[  epoch 0013/0030] 1510/4800, lr:2.5e-05 ∣ avg_100 : 5.452947 ∣ l2loss : 5.673876 ∣ 
[  epoch 0013/0030] 1520/4800, lr:2.5e-05 ∣ avg_100 : 5.453788 ∣ l2loss : 5.412086 ∣ 
[  epoch 0013/0030] 1530/4800, lr:2.5e-05 ∣ avg_100 : 5.451097 ∣ l2loss : 5.438404 ∣ 
[  epoch 0013/0030] 1540/4800, lr:2.5e-05 ∣ avg_100 : 5.450087 ∣ l2loss : 5.425089 ∣ 
[  epoch 0013/0030] 1550/4800, lr:2.5e-05 ∣ avg_100 : 5.450941 ∣ l2loss : 5.628898 ∣ 
[  epoch 0013/0030] 1560/4800, lr:2.5e-05 ∣ avg_100 : 5.451264 ∣ l2loss : 5.421225 ∣ 
[  epoch 0013/0030] 1570/4800, lr:2.5e-05 ∣ avg_100 : 5.452564 ∣ l2loss : 5.532655 ∣ 
[  epoch 0013/0030] 1580/4800, lr:2.5e-05 ∣ avg_100 : 5.452380 ∣ l2loss : 5.535495 ∣ 
[  epoch 0013/0030] 1590/4800, lr:2.5e-05 ∣ avg_100 : 5.449478 ∣ l2loss : 5.305404 ∣ 
[  epoch 0013/0030] 1600/4800, lr:2.5e-05 ∣ avg_100 : 5.450025 ∣ l2loss : 5.624579 ∣ 
[  epoch 0013/0030] 1610/4800, lr:2.5e-05 ∣ avg_100 : 5.449312 ∣ l2loss : 5.384514 ∣ 
[  epoch 0013/0030] 1620/4800, lr:2.5e-05 ∣ avg_100 : 5.448055 ∣ l2loss : 5.374126 ∣ 
[  epoch 0013/0030] 1630/4800, lr:2.5e-05 ∣ avg_100 : 5.449159 ∣ l2loss : 5.580989 ∣ 
[  epoch 0013/0030] 1640/4800, lr:2.5e-05 ∣ avg_100 : 5.448199 ∣ l2loss : 5.395341 ∣ 
[  epoch 0013/0030] 1650/4800, lr:2.5e-05 ∣ avg_100 : 5.448646 ∣ l2loss : 5.378165 ∣ 
[  epoch 0013/0030] 1660/4800, lr:2.5e-05 ∣ avg_100 : 5.446753 ∣ l2loss : 5.436820 ∣ 
[  epoch 0013/0030] 1670/4800, lr:2.5e-05 ∣ avg_100 : 5.446287 ∣ l2loss : 5.499840 ∣ 
[  epoch 0013/0030] 1680/4800, lr:2.5e-05 ∣ avg_100 : 5.447359 ∣ l2loss : 5.547835 ∣ 
[  epoch 0013/0030] 1690/4800, lr:2.5e-05 ∣ avg_100 : 5.450438 ∣ l2loss : 5.525947 ∣ 
[  epoch 0013/0030] 1700/4800, lr:2.5e-05 ∣ avg_100 : 5.453908 ∣ l2loss : 5.862098 ∣ 
[  epoch 0013/0030] 1710/4800, lr:2.5e-05 ∣ avg_100 : 5.457544 ∣ l2loss : 5.495693 ∣ 
[  epoch 0013/0030] 1720/4800, lr:2.5e-05 ∣ avg_100 : 5.454470 ∣ l2loss : 5.346798 ∣ 
[  epoch 0013/0030] 1730/4800, lr:2.5e-05 ∣ avg_100 : 5.455850 ∣ l2loss : 5.622772 ∣ 
[  epoch 0013/0030] 1740/4800, lr:2.5e-05 ∣ avg_100 : 5.452962 ∣ l2loss : 5.223961 ∣ 
[  epoch 0013/0030] 1750/4800, lr:2.5e-05 ∣ avg_100 : 5.456322 ∣ l2loss : 5.547468 ∣ 
[  epoch 0013/0030] 1760/4800, lr:2.5e-05 ∣ avg_100 : 5.458072 ∣ l2loss : 5.515793 ∣ 
[  epoch 0013/0030] 1770/4800, lr:2.5e-05 ∣ avg_100 : 5.459599 ∣ l2loss : 5.429116 ∣ 
[  epoch 0013/0030] 1780/4800, lr:2.5e-05 ∣ avg_100 : 5.460409 ∣ l2loss : 5.480886 ∣ 
[  epoch 0013/0030] 1790/4800, lr:2.5e-05 ∣ avg_100 : 5.460298 ∣ l2loss : 5.561234 ∣ 
[  epoch 0013/0030] 1800/4800, lr:2.5e-05 ∣ avg_100 : 5.458811 ∣ l2loss : 5.404000 ∣ 
[  epoch 0013/0030] 1810/4800, lr:2.5e-05 ∣ avg_100 : 5.458578 ∣ l2loss : 5.486452 ∣ 
[  epoch 0013/0030] 1820/4800, lr:2.5e-05 ∣ avg_100 : 5.459586 ∣ l2loss : 5.548664 ∣ 
[  epoch 0013/0030] 1830/4800, lr:2.5e-05 ∣ avg_100 : 5.459326 ∣ l2loss : 5.455009 ∣ 
[  epoch 0013/0030] 1840/4800, lr:2.5e-05 ∣ avg_100 : 5.459248 ∣ l2loss : 5.475084 ∣ 
[  epoch 0013/0030] 1850/4800, lr:2.5e-05 ∣ avg_100 : 5.459166 ∣ l2loss : 5.353509 ∣ 
[  epoch 0013/0030] 1860/4800, lr:2.5e-05 ∣ avg_100 : 5.460318 ∣ l2loss : 5.362469 ∣ 
[  epoch 0013/0030] 1870/4800, lr:2.5e-05 ∣ avg_100 : 5.459066 ∣ l2loss : 5.209292 ∣ 
[  epoch 0013/0030] 1880/4800, lr:2.5e-05 ∣ avg_100 : 5.461781 ∣ l2loss : 5.637135 ∣ 
[  epoch 0013/0030] 1890/4800, lr:2.5e-05 ∣ avg_100 : 5.466184 ∣ l2loss : 5.878475 ∣ 
[  epoch 0013/0030] 1900/4800, lr:2.5e-05 ∣ avg_100 : 5.465953 ∣ l2loss : 5.614478 ∣ 
[  epoch 0013/0030] 1910/4800, lr:2.5e-05 ∣ avg_100 : 5.467294 ∣ l2loss : 5.538165 ∣ 
[  epoch 0013/0030] 1920/4800, lr:2.5e-05 ∣ avg_100 : 5.465858 ∣ l2loss : 5.503002 ∣ 
[  epoch 0013/0030] 1930/4800, lr:2.5e-05 ∣ avg_100 : 5.467744 ∣ l2loss : 5.524056 ∣ 
[  epoch 0013/0030] 1940/4800, lr:2.5e-05 ∣ avg_100 : 5.467362 ∣ l2loss : 5.531241 ∣ 
[  epoch 0013/0030] 1950/4800, lr:2.5e-05 ∣ avg_100 : 5.463311 ∣ l2loss : 5.298885 ∣ 
[  epoch 0013/0030] 1960/4800, lr:2.5e-05 ∣ avg_100 : 5.464343 ∣ l2loss : 5.467686 ∣ 
[  epoch 0013/0030] 1970/4800, lr:2.5e-05 ∣ avg_100 : 5.464576 ∣ l2loss : 5.568298 ∣ 
[  epoch 0013/0030] 1980/4800, lr:2.5e-05 ∣ avg_100 : 5.466865 ∣ l2loss : 5.592358 ∣ 
[  epoch 0013/0030] 1990/4800, lr:2.5e-05 ∣ avg_100 : 5.469770 ∣ l2loss : 5.682466 ∣ 
[  epoch 0013/0030] 2000/4800, lr:2.5e-05 ∣ avg_100 : 5.470289 ∣ l2loss : 5.332450 ∣ 
[  epoch 0013/0030] 2010/4800, lr:2.5e-05 ∣ avg_100 : 5.469768 ∣ l2loss : 5.458023 ∣ 
[  epoch 0013/0030] 2020/4800, lr:2.5e-05 ∣ avg_100 : 5.470148 ∣ l2loss : 5.481958 ∣ 
[  epoch 0013/0030] 2030/4800, lr:2.5e-05 ∣ avg_100 : 5.466875 ∣ l2loss : 5.209842 ∣ 
[  epoch 0013/0030] 2040/4800, lr:2.5e-05 ∣ avg_100 : 5.466820 ∣ l2loss : 5.439305 ∣ 
[  epoch 0013/0030] 2050/4800, lr:2.5e-05 ∣ avg_100 : 5.468275 ∣ l2loss : 5.376409 ∣ 
[  epoch 0013/0030] 2060/4800, lr:2.5e-05 ∣ avg_100 : 5.470650 ∣ l2loss : 5.396411 ∣ 
[  epoch 0013/0030] 2070/4800, lr:2.5e-05 ∣ avg_100 : 5.472635 ∣ l2loss : 5.483445 ∣ 
[  epoch 0013/0030] 2080/4800, lr:2.5e-05 ∣ avg_100 : 5.472504 ∣ l2loss : 5.391721 ∣ 
[  epoch 0013/0030] 2090/4800, lr:2.5e-05 ∣ avg_100 : 5.472810 ∣ l2loss : 5.472668 ∣ 
[  epoch 0013/0030] 2100/4800, lr:2.5e-05 ∣ avg_100 : 5.472371 ∣ l2loss : 5.313079 ∣ 
[  epoch 0013/0030] 2110/4800, lr:2.5e-05 ∣ avg_100 : 5.474381 ∣ l2loss : 5.513349 ∣ 
[  epoch 0013/0030] 2120/4800, lr:2.5e-05 ∣ avg_100 : 5.474346 ∣ l2loss : 5.350770 ∣ 
[  epoch 0013/0030] 2130/4800, lr:2.5e-05 ∣ avg_100 : 5.472795 ∣ l2loss : 5.304926 ∣ 
[  epoch 0013/0030] 2140/4800, lr:2.5e-05 ∣ avg_100 : 5.476096 ∣ l2loss : 5.729529 ∣ 
[  epoch 0013/0030] 2150/4800, lr:2.5e-05 ∣ avg_100 : 5.476588 ∣ l2loss : 5.571809 ∣ 
[  epoch 0013/0030] 2160/4800, lr:2.5e-05 ∣ avg_100 : 5.474278 ∣ l2loss : 5.300539 ∣ 
[  epoch 0013/0030] 2170/4800, lr:2.5e-05 ∣ avg_100 : 5.475016 ∣ l2loss : 5.220034 ∣ 
[  epoch 0013/0030] 2180/4800, lr:2.5e-05 ∣ avg_100 : 5.473998 ∣ l2loss : 5.373050 ∣ 
[  epoch 0013/0030] 2190/4800, lr:2.5e-05 ∣ avg_100 : 5.471453 ∣ l2loss : 5.241885 ∣ 
[  epoch 0013/0030] 2200/4800, lr:2.5e-05 ∣ avg_100 : 5.470740 ∣ l2loss : 5.574909 ∣ 
[  epoch 0013/0030] 2210/4800, lr:2.5e-05 ∣ avg_100 : 5.472051 ∣ l2loss : 5.513961 ∣ 
[  epoch 0013/0030] 2220/4800, lr:2.5e-05 ∣ avg_100 : 5.471499 ∣ l2loss : 5.443386 ∣ 
[  epoch 0013/0030] 2230/4800, lr:2.5e-05 ∣ avg_100 : 5.472345 ∣ l2loss : 5.550569 ∣ 
[  epoch 0013/0030] 2240/4800, lr:2.5e-05 ∣ avg_100 : 5.472253 ∣ l2loss : 5.374035 ∣ 
[  epoch 0013/0030] 2250/4800, lr:2.5e-05 ∣ avg_100 : 5.470804 ∣ l2loss : 5.322002 ∣ 
[  epoch 0013/0030] 2260/4800, lr:2.5e-05 ∣ avg_100 : 5.467893 ∣ l2loss : 5.384364 ∣ 
[  epoch 0013/0030] 2270/4800, lr:2.5e-05 ∣ avg_100 : 5.466869 ∣ l2loss : 5.385963 ∣ 
[  epoch 0013/0030] 2280/4800, lr:2.5e-05 ∣ avg_100 : 5.466286 ∣ l2loss : 5.491350 ∣ 
[  epoch 0013/0030] 2290/4800, lr:2.5e-05 ∣ avg_100 : 5.464420 ∣ l2loss : 5.357227 ∣ 
[  epoch 0013/0030] 2300/4800, lr:2.5e-05 ∣ avg_100 : 5.463038 ∣ l2loss : 5.460013 ∣ 
[  epoch 0013/0030] 2310/4800, lr:2.5e-05 ∣ avg_100 : 5.463154 ∣ l2loss : 5.374790 ∣ 
[  epoch 0013/0030] 2320/4800, lr:2.5e-05 ∣ avg_100 : 5.464762 ∣ l2loss : 5.620750 ∣ 
[  epoch 0013/0030] 2330/4800, lr:2.5e-05 ∣ avg_100 : 5.465949 ∣ l2loss : 5.645032 ∣ 
[  epoch 0013/0030] 2340/4800, lr:2.5e-05 ∣ avg_100 : 5.468971 ∣ l2loss : 5.393873 ∣ 
[  epoch 0013/0030] 2350/4800, lr:2.5e-05 ∣ avg_100 : 5.470758 ∣ l2loss : 5.365837 ∣ 
[  epoch 0013/0030] 2360/4800, lr:2.5e-05 ∣ avg_100 : 5.468064 ∣ l2loss : 5.383868 ∣ 
[  epoch 0013/0030] 2370/4800, lr:2.5e-05 ∣ avg_100 : 5.468831 ∣ l2loss : 5.482654 ∣ 
[  epoch 0013/0030] 2380/4800, lr:2.5e-05 ∣ avg_100 : 5.466406 ∣ l2loss : 5.292810 ∣ 
[  epoch 0013/0030] 2390/4800, lr:2.5e-05 ∣ avg_100 : 5.466583 ∣ l2loss : 5.550467 ∣ 
[  epoch 0013/0030] 2400/4800, lr:2.5e-05 ∣ avg_100 : 5.463267 ∣ l2loss : 5.343699 ∣ 
[  epoch 0013/0030] 2410/4800, lr:2.5e-05 ∣ avg_100 : 5.461809 ∣ l2loss : 5.234120 ∣ 
[  epoch 0013/0030] 2420/4800, lr:2.5e-05 ∣ avg_100 : 5.458611 ∣ l2loss : 5.461931 ∣ 
[  epoch 0013/0030] 2430/4800, lr:2.5e-05 ∣ avg_100 : 5.462347 ∣ l2loss : 5.534691 ∣ 
[  epoch 0013/0030] 2440/4800, lr:2.5e-05 ∣ avg_100 : 5.462809 ∣ l2loss : 5.469283 ∣ 
[  epoch 0013/0030] 2450/4800, lr:2.5e-05 ∣ avg_100 : 5.462841 ∣ l2loss : 5.414946 ∣ 
[  epoch 0013/0030] 2460/4800, lr:2.5e-05 ∣ avg_100 : 5.460521 ∣ l2loss : 5.350708 ∣ 
[  epoch 0013/0030] 2470/4800, lr:2.5e-05 ∣ avg_100 : 5.458713 ∣ l2loss : 5.469459 ∣ 
[  epoch 0013/0030] 2480/4800, lr:2.5e-05 ∣ avg_100 : 5.458375 ∣ l2loss : 5.520280 ∣ 
[  epoch 0013/0030] 2490/4800, lr:2.5e-05 ∣ avg_100 : 5.461208 ∣ l2loss : 5.638436 ∣ 
[  epoch 0013/0030] 2500/4800, lr:2.5e-05 ∣ avg_100 : 5.461380 ∣ l2loss : 5.433592 ∣ 
[  epoch 0013/0030] 2510/4800, lr:2.5e-05 ∣ avg_100 : 5.457722 ∣ l2loss : 5.308052 ∣ 
[  epoch 0013/0030] 2520/4800, lr:2.5e-05 ∣ avg_100 : 5.458244 ∣ l2loss : 5.464320 ∣ 
[  epoch 0013/0030] 2530/4800, lr:2.5e-05 ∣ avg_100 : 5.457436 ∣ l2loss : 5.357546 ∣ 
[  epoch 0013/0030] 2540/4800, lr:2.5e-05 ∣ avg_100 : 5.456752 ∣ l2loss : 5.356692 ∣ 
[  epoch 0013/0030] 2550/4800, lr:2.5e-05 ∣ avg_100 : 5.453769 ∣ l2loss : 5.330578 ∣ 
[  epoch 0013/0030] 2560/4800, lr:2.5e-05 ∣ avg_100 : 5.452389 ∣ l2loss : 5.283251 ∣ 
[  epoch 0013/0030] 2570/4800, lr:2.5e-05 ∣ avg_100 : 5.450271 ∣ l2loss : 5.320896 ∣ 
[  epoch 0013/0030] 2580/4800, lr:2.5e-05 ∣ avg_100 : 5.449799 ∣ l2loss : 5.488254 ∣ 
[  epoch 0013/0030] 2590/4800, lr:2.5e-05 ∣ avg_100 : 5.451261 ∣ l2loss : 5.451622 ∣ 
[  epoch 0013/0030] 2600/4800, lr:2.5e-05 ∣ avg_100 : 5.447012 ∣ l2loss : 5.199633 ∣ 
[  epoch 0013/0030] 2610/4800, lr:2.5e-05 ∣ avg_100 : 5.447150 ∣ l2loss : 5.398305 ∣ 
[  epoch 0013/0030] 2620/4800, lr:2.5e-05 ∣ avg_100 : 5.448854 ∣ l2loss : 5.544590 ∣ 
[  epoch 0013/0030] 2630/4800, lr:2.5e-05 ∣ avg_100 : 5.448921 ∣ l2loss : 5.587628 ∣ 
[  epoch 0013/0030] 2640/4800, lr:2.5e-05 ∣ avg_100 : 5.447896 ∣ l2loss : 5.292876 ∣ 
[  epoch 0013/0030] 2650/4800, lr:2.5e-05 ∣ avg_100 : 5.448311 ∣ l2loss : 5.419691 ∣ 
[  epoch 0013/0030] 2660/4800, lr:2.5e-05 ∣ avg_100 : 5.449443 ∣ l2loss : 5.549977 ∣ 
[  epoch 0013/0030] 2670/4800, lr:2.5e-05 ∣ avg_100 : 5.449025 ∣ l2loss : 5.458083 ∣ 
[  epoch 0013/0030] 2680/4800, lr:2.5e-05 ∣ avg_100 : 5.444775 ∣ l2loss : 5.122773 ∣ 
[  epoch 0013/0030] 2690/4800, lr:2.5e-05 ∣ avg_100 : 5.444783 ∣ l2loss : 5.526795 ∣ 
[  epoch 0013/0030] 2700/4800, lr:2.5e-05 ∣ avg_100 : 5.440496 ∣ l2loss : 5.433401 ∣ 
[  epoch 0013/0030] 2710/4800, lr:2.5e-05 ∣ avg_100 : 5.440893 ∣ l2loss : 5.535386 ∣ 
[  epoch 0013/0030] 2720/4800, lr:2.5e-05 ∣ avg_100 : 5.442807 ∣ l2loss : 5.538157 ∣ 
[  epoch 0013/0030] 2730/4800, lr:2.5e-05 ∣ avg_100 : 5.437418 ∣ l2loss : 5.083953 ∣ 
[  epoch 0013/0030] 2740/4800, lr:2.5e-05 ∣ avg_100 : 5.439780 ∣ l2loss : 5.460125 ∣ 
[  epoch 0013/0030] 2750/4800, lr:2.5e-05 ∣ avg_100 : 5.438075 ∣ l2loss : 5.376971 ∣ 
[  epoch 0013/0030] 2760/4800, lr:2.5e-05 ∣ avg_100 : 5.438633 ∣ l2loss : 5.571562 ∣ 
[  epoch 0013/0030] 2770/4800, lr:2.5e-05 ∣ avg_100 : 5.438026 ∣ l2loss : 5.368386 ∣ 
[  epoch 0013/0030] 2780/4800, lr:2.5e-05 ∣ avg_100 : 5.439003 ∣ l2loss : 5.578600 ∣ 
[  epoch 0013/0030] 2790/4800, lr:2.5e-05 ∣ avg_100 : 5.436678 ∣ l2loss : 5.328726 ∣ 
[  epoch 0013/0030] 2800/4800, lr:2.5e-05 ∣ avg_100 : 5.436165 ∣ l2loss : 5.352747 ∣ 
[  epoch 0013/0030] 2810/4800, lr:2.5e-05 ∣ avg_100 : 5.434137 ∣ l2loss : 5.283613 ∣ 
[  epoch 0013/0030] 2820/4800, lr:2.5e-05 ∣ avg_100 : 5.433108 ∣ l2loss : 5.445807 ∣ 
[  epoch 0013/0030] 2830/4800, lr:2.5e-05 ∣ avg_100 : 5.432887 ∣ l2loss : 5.432864 ∣ 
[  epoch 0013/0030] 2840/4800, lr:2.5e-05 ∣ avg_100 : 5.430222 ∣ l2loss : 5.208607 ∣ 
[  epoch 0013/0030] 2850/4800, lr:2.5e-05 ∣ avg_100 : 5.431008 ∣ l2loss : 5.432129 ∣ 
[  epoch 0013/0030] 2860/4800, lr:2.5e-05 ∣ avg_100 : 5.430787 ∣ l2loss : 5.340318 ∣ 
[  epoch 0013/0030] 2870/4800, lr:2.5e-05 ∣ avg_100 : 5.433006 ∣ l2loss : 5.431188 ∣ 
[  epoch 0013/0030] 2880/4800, lr:2.5e-05 ∣ avg_100 : 5.432922 ∣ l2loss : 5.628767 ∣ 
[  epoch 0013/0030] 2890/4800, lr:2.5e-05 ∣ avg_100 : 5.427692 ∣ l2loss : 5.355506 ∣ 
[  epoch 0013/0030] 2900/4800, lr:2.5e-05 ∣ avg_100 : 5.425390 ∣ l2loss : 5.384269 ∣ 
[  epoch 0013/0030] 2910/4800, lr:2.5e-05 ∣ avg_100 : 5.423758 ∣ l2loss : 5.374912 ∣ 
[  epoch 0013/0030] 2920/4800, lr:2.5e-05 ∣ avg_100 : 5.422857 ∣ l2loss : 5.412903 ∣ 
[  epoch 0013/0030] 2930/4800, lr:2.5e-05 ∣ avg_100 : 5.421617 ∣ l2loss : 5.400148 ∣ 
[  epoch 0013/0030] 2940/4800, lr:2.5e-05 ∣ avg_100 : 5.419797 ∣ l2loss : 5.349165 ∣ 
[  epoch 0013/0030] 2950/4800, lr:2.5e-05 ∣ avg_100 : 5.420877 ∣ l2loss : 5.406909 ∣ 
[  epoch 0013/0030] 2960/4800, lr:2.5e-05 ∣ avg_100 : 5.421296 ∣ l2loss : 5.509552 ∣ 
[  epoch 0013/0030] 2970/4800, lr:2.5e-05 ∣ avg_100 : 5.421391 ∣ l2loss : 5.577849 ∣ 
[  epoch 0013/0030] 2980/4800, lr:2.5e-05 ∣ avg_100 : 5.420915 ∣ l2loss : 5.544775 ∣ 
[  epoch 0013/0030] 2990/4800, lr:2.5e-05 ∣ avg_100 : 5.420652 ∣ l2loss : 5.656114 ∣ 
[  epoch 0013/0030] 3000/4800, lr:2.5e-05 ∣ avg_100 : 5.419659 ∣ l2loss : 5.233184 ∣ 
[  epoch 0013/0030] 3010/4800, lr:2.5e-05 ∣ avg_100 : 5.419702 ∣ l2loss : 5.462259 ∣ 
[  epoch 0013/0030] 3020/4800, lr:2.5e-05 ∣ avg_100 : 5.419073 ∣ l2loss : 5.419066 ∣ 
[  epoch 0013/0030] 3030/4800, lr:2.5e-05 ∣ avg_100 : 5.422262 ∣ l2loss : 5.528809 ∣ 
[  epoch 0013/0030] 3040/4800, lr:2.5e-05 ∣ avg_100 : 5.419464 ∣ l2loss : 5.159473 ∣ 
[  epoch 0013/0030] 3050/4800, lr:2.5e-05 ∣ avg_100 : 5.418131 ∣ l2loss : 5.243160 ∣ 
[  epoch 0013/0030] 3060/4800, lr:2.5e-05 ∣ avg_100 : 5.420112 ∣ l2loss : 5.594468 ∣ 
[  epoch 0013/0030] 3070/4800, lr:2.5e-05 ∣ avg_100 : 5.420415 ∣ l2loss : 5.513749 ∣ 
[  epoch 0013/0030] 3080/4800, lr:2.5e-05 ∣ avg_100 : 5.418471 ∣ l2loss : 5.197315 ∣ 
[  epoch 0013/0030] 3090/4800, lr:2.5e-05 ∣ avg_100 : 5.416067 ∣ l2loss : 5.232252 ∣ 
[  epoch 0013/0030] 3100/4800, lr:2.5e-05 ∣ avg_100 : 5.419347 ∣ l2loss : 5.641111 ∣ 
[  epoch 0013/0030] 3110/4800, lr:2.5e-05 ∣ avg_100 : 5.417035 ∣ l2loss : 5.282126 ∣ 
[  epoch 0013/0030] 3120/4800, lr:2.5e-05 ∣ avg_100 : 5.416457 ∣ l2loss : 5.293018 ∣ 
[  epoch 0013/0030] 3130/4800, lr:2.5e-05 ∣ avg_100 : 5.417787 ∣ l2loss : 5.437896 ∣ 
[  epoch 0013/0030] 3140/4800, lr:2.5e-05 ∣ avg_100 : 5.412947 ∣ l2loss : 5.245565 ∣ 
[  epoch 0013/0030] 3150/4800, lr:2.5e-05 ∣ avg_100 : 5.411437 ∣ l2loss : 5.420734 ∣ 
[  epoch 0013/0030] 3160/4800, lr:2.5e-05 ∣ avg_100 : 5.415901 ∣ l2loss : 5.746950 ∣ 
[  epoch 0013/0030] 3170/4800, lr:2.5e-05 ∣ avg_100 : 5.417237 ∣ l2loss : 5.353635 ∣ 
[  epoch 0013/0030] 3180/4800, lr:2.5e-05 ∣ avg_100 : 5.417606 ∣ l2loss : 5.409979 ∣ 
[  epoch 0013/0030] 3190/4800, lr:2.5e-05 ∣ avg_100 : 5.417857 ∣ l2loss : 5.266990 ∣ 
[  epoch 0013/0030] 3200/4800, lr:2.5e-05 ∣ avg_100 : 5.416535 ∣ l2loss : 5.442672 ∣ 
[  epoch 0013/0030] 3210/4800, lr:2.5e-05 ∣ avg_100 : 5.417982 ∣ l2loss : 5.658690 ∣ 
[  epoch 0013/0030] 3220/4800, lr:2.5e-05 ∣ avg_100 : 5.418162 ∣ l2loss : 5.461332 ∣ 
[  epoch 0013/0030] 3230/4800, lr:2.5e-05 ∣ avg_100 : 5.417279 ∣ l2loss : 5.462343 ∣ 
[  epoch 0013/0030] 3240/4800, lr:2.5e-05 ∣ avg_100 : 5.418159 ∣ l2loss : 5.461984 ∣ 
[  epoch 0013/0030] 3250/4800, lr:2.5e-05 ∣ avg_100 : 5.420896 ∣ l2loss : 5.595730 ∣ 
[  epoch 0013/0030] 3260/4800, lr:2.5e-05 ∣ avg_100 : 5.423551 ∣ l2loss : 5.649844 ∣ 
[  epoch 0013/0030] 3270/4800, lr:2.5e-05 ∣ avg_100 : 5.422258 ∣ l2loss : 5.256676 ∣ 
[  epoch 0013/0030] 3280/4800, lr:2.5e-05 ∣ avg_100 : 5.422310 ∣ l2loss : 5.496552 ∣ 
[  epoch 0013/0030] 3290/4800, lr:2.5e-05 ∣ avg_100 : 5.423918 ∣ l2loss : 5.518040 ∣ 
[  epoch 0013/0030] 3300/4800, lr:2.5e-05 ∣ avg_100 : 5.422904 ∣ l2loss : 5.358593 ∣ 
[  epoch 0013/0030] 3310/4800, lr:2.5e-05 ∣ avg_100 : 5.422141 ∣ l2loss : 5.298517 ∣ 
[  epoch 0013/0030] 3320/4800, lr:2.5e-05 ∣ avg_100 : 5.421408 ∣ l2loss : 5.547425 ∣ 
[  epoch 0013/0030] 3330/4800, lr:2.5e-05 ∣ avg_100 : 5.419030 ∣ l2loss : 5.407229 ∣ 
[  epoch 0013/0030] 3340/4800, lr:2.5e-05 ∣ avg_100 : 5.418927 ∣ l2loss : 5.383619 ∣ 
[  epoch 0013/0030] 3350/4800, lr:2.5e-05 ∣ avg_100 : 5.422675 ∣ l2loss : 5.740619 ∣ 
[  epoch 0013/0030] 3360/4800, lr:2.5e-05 ∣ avg_100 : 5.423351 ∣ l2loss : 5.451448 ∣ 
[  epoch 0013/0030] 3370/4800, lr:2.5e-05 ∣ avg_100 : 5.424569 ∣ l2loss : 5.604433 ∣ 
[  epoch 0013/0030] 3380/4800, lr:2.5e-05 ∣ avg_100 : 5.423656 ∣ l2loss : 5.201536 ∣ 
[  epoch 0013/0030] 3390/4800, lr:2.5e-05 ∣ avg_100 : 5.423490 ∣ l2loss : 5.533861 ∣ 
[  epoch 0013/0030] 3400/4800, lr:2.5e-05 ∣ avg_100 : 5.426145 ∣ l2loss : 5.609237 ∣ 
[  epoch 0013/0030] 3410/4800, lr:2.5e-05 ∣ avg_100 : 5.428790 ∣ l2loss : 5.498548 ∣ 
[  epoch 0013/0030] 3420/4800, lr:2.5e-05 ∣ avg_100 : 5.428557 ∣ l2loss : 5.438646 ∣ 
[  epoch 0013/0030] 3430/4800, lr:2.5e-05 ∣ avg_100 : 5.426147 ∣ l2loss : 5.293679 ∣ 
[  epoch 0013/0030] 3440/4800, lr:2.5e-05 ∣ avg_100 : 5.427867 ∣ l2loss : 5.641278 ∣ 
[  epoch 0013/0030] 3450/4800, lr:2.5e-05 ∣ avg_100 : 5.428039 ∣ l2loss : 5.432169 ∣ 
[  epoch 0013/0030] 3460/4800, lr:2.5e-05 ∣ avg_100 : 5.428648 ∣ l2loss : 5.411669 ∣ 
[  epoch 0013/0030] 3470/4800, lr:2.5e-05 ∣ avg_100 : 5.431138 ∣ l2loss : 5.718381 ∣ 
[  epoch 0013/0030] 3480/4800, lr:2.5e-05 ∣ avg_100 : 5.429640 ∣ l2loss : 5.370553 ∣ 
[  epoch 0013/0030] 3490/4800, lr:2.5e-05 ∣ avg_100 : 5.426679 ∣ l2loss : 5.342242 ∣ 
[  epoch 0013/0030] 3500/4800, lr:2.5e-05 ∣ avg_100 : 5.427289 ∣ l2loss : 5.494666 ∣ 
[  epoch 0013/0030] 3510/4800, lr:2.5e-05 ∣ avg_100 : 5.427516 ∣ l2loss : 5.330744 ∣ 
[  epoch 0013/0030] 3520/4800, lr:2.5e-05 ∣ avg_100 : 5.427745 ∣ l2loss : 5.487216 ∣ 
[  epoch 0013/0030] 3530/4800, lr:2.5e-05 ∣ avg_100 : 5.430144 ∣ l2loss : 5.597465 ∣ 
[  epoch 0013/0030] 3540/4800, lr:2.5e-05 ∣ avg_100 : 5.430003 ∣ l2loss : 5.342560 ∣ 
[  epoch 0013/0030] 3550/4800, lr:2.5e-05 ∣ avg_100 : 5.434322 ∣ l2loss : 5.762485 ∣ 
[  epoch 0013/0030] 3560/4800, lr:2.5e-05 ∣ avg_100 : 5.433923 ∣ l2loss : 5.243376 ∣ 
[  epoch 0013/0030] 3570/4800, lr:2.5e-05 ∣ avg_100 : 5.433541 ∣ l2loss : 5.282619 ∣ 
[  epoch 0013/0030] 3580/4800, lr:2.5e-05 ∣ avg_100 : 5.434561 ∣ l2loss : 5.590319 ∣ 
[  epoch 0013/0030] 3590/4800, lr:2.5e-05 ∣ avg_100 : 5.434396 ∣ l2loss : 5.435141 ∣ 
[  epoch 0013/0030] 3600/4800, lr:2.5e-05 ∣ avg_100 : 5.434594 ∣ l2loss : 5.219383 ∣ 
[  epoch 0013/0030] 3610/4800, lr:2.5e-05 ∣ avg_100 : 5.435564 ∣ l2loss : 5.495281 ∣ 
[  epoch 0013/0030] 3620/4800, lr:2.5e-05 ∣ avg_100 : 5.433166 ∣ l2loss : 5.304864 ∣ 
[  epoch 0013/0030] 3630/4800, lr:2.5e-05 ∣ avg_100 : 5.432209 ∣ l2loss : 5.491879 ∣ 
[  epoch 0013/0030] 3640/4800, lr:2.5e-05 ∣ avg_100 : 5.434137 ∣ l2loss : 5.485730 ∣ 
[  epoch 0013/0030] 3650/4800, lr:2.5e-05 ∣ avg_100 : 5.433913 ∣ l2loss : 5.397242 ∣ 
[  epoch 0013/0030] 3660/4800, lr:2.5e-05 ∣ avg_100 : 5.432932 ∣ l2loss : 5.451871 ∣ 
[  epoch 0013/0030] 3670/4800, lr:2.5e-05 ∣ avg_100 : 5.433344 ∣ l2loss : 5.499282 ∣ 
[  epoch 0013/0030] 3680/4800, lr:2.5e-05 ∣ avg_100 : 5.437340 ∣ l2loss : 5.522426 ∣ 
[  epoch 0013/0030] 3690/4800, lr:2.5e-05 ∣ avg_100 : 5.434400 ∣ l2loss : 5.232767 ∣ 
[  epoch 0013/0030] 3700/4800, lr:2.5e-05 ∣ avg_100 : 5.435654 ∣ l2loss : 5.558827 ∣ 
[  epoch 0013/0030] 3710/4800, lr:2.5e-05 ∣ avg_100 : 5.433159 ∣ l2loss : 5.285856 ∣ 
[  epoch 0013/0030] 3720/4800, lr:2.5e-05 ∣ avg_100 : 5.430082 ∣ l2loss : 5.230451 ∣ 
[  epoch 0013/0030] 3730/4800, lr:2.5e-05 ∣ avg_100 : 5.431439 ∣ l2loss : 5.219685 ∣ 
[  epoch 0013/0030] 3740/4800, lr:2.5e-05 ∣ avg_100 : 5.429504 ∣ l2loss : 5.266553 ∣ 
[  epoch 0013/0030] 3750/4800, lr:2.5e-05 ∣ avg_100 : 5.432360 ∣ l2loss : 5.662621 ∣ 
[  epoch 0013/0030] 3760/4800, lr:2.5e-05 ∣ avg_100 : 5.429080 ∣ l2loss : 5.243585 ∣ 
[  epoch 0013/0030] 3770/4800, lr:2.5e-05 ∣ avg_100 : 5.429913 ∣ l2loss : 5.451643 ∣ 
[  epoch 0013/0030] 3780/4800, lr:2.5e-05 ∣ avg_100 : 5.427122 ∣ l2loss : 5.299537 ∣ 
[  epoch 0013/0030] 3790/4800, lr:2.5e-05 ∣ avg_100 : 5.429659 ∣ l2loss : 5.582414 ∣ 
[  epoch 0013/0030] 3800/4800, lr:2.5e-05 ∣ avg_100 : 5.430170 ∣ l2loss : 5.403838 ∣ 
[  epoch 0013/0030] 3810/4800, lr:2.5e-05 ∣ avg_100 : 5.435936 ∣ l2loss : 5.860242 ∣ 
[  epoch 0013/0030] 3820/4800, lr:2.5e-05 ∣ avg_100 : 5.434173 ∣ l2loss : 5.269441 ∣ 
[  epoch 0013/0030] 3830/4800, lr:2.5e-05 ∣ avg_100 : 5.433133 ∣ l2loss : 5.328897 ∣ 
[  epoch 0013/0030] 3840/4800, lr:2.5e-05 ∣ avg_100 : 5.433769 ∣ l2loss : 5.272222 ∣ 
[  epoch 0013/0030] 3850/4800, lr:2.5e-05 ∣ avg_100 : 5.431624 ∣ l2loss : 5.217610 ∣ 
[  epoch 0013/0030] 3860/4800, lr:2.5e-05 ∣ avg_100 : 5.431570 ∣ l2loss : 5.334930 ∣ 
[  epoch 0013/0030] 3870/4800, lr:2.5e-05 ∣ avg_100 : 5.430274 ∣ l2loss : 5.301575 ∣ 
[  epoch 0013/0030] 3880/4800, lr:2.5e-05 ∣ avg_100 : 5.430469 ∣ l2loss : 5.648234 ∣ 
[  epoch 0013/0030] 3890/4800, lr:2.5e-05 ∣ avg_100 : 5.430455 ∣ l2loss : 5.354160 ∣ 
[  epoch 0013/0030] 3900/4800, lr:2.5e-05 ∣ avg_100 : 5.430713 ∣ l2loss : 5.410026 ∣ 
[  epoch 0013/0030] 3910/4800, lr:2.5e-05 ∣ avg_100 : 5.431091 ∣ l2loss : 5.412709 ∣ 
[  epoch 0013/0030] 3920/4800, lr:2.5e-05 ∣ avg_100 : 5.430969 ∣ l2loss : 5.400761 ∣ 
[  epoch 0013/0030] 3930/4800, lr:2.5e-05 ∣ avg_100 : 5.432379 ∣ l2loss : 5.541115 ∣ 
[  epoch 0013/0030] 3940/4800, lr:2.5e-05 ∣ avg_100 : 5.434220 ∣ l2loss : 5.533227 ∣ 
[  epoch 0013/0030] 3950/4800, lr:2.5e-05 ∣ avg_100 : 5.435874 ∣ l2loss : 5.572374 ∣ 
[  epoch 0013/0030] 3960/4800, lr:2.5e-05 ∣ avg_100 : 5.433375 ∣ l2loss : 5.259668 ∣ 
[  epoch 0013/0030] 3970/4800, lr:2.5e-05 ∣ avg_100 : 5.429928 ∣ l2loss : 5.233110 ∣ 
[  epoch 0013/0030] 3980/4800, lr:2.5e-05 ∣ avg_100 : 5.427655 ∣ l2loss : 5.317520 ∣ 
[  epoch 0013/0030] 3990/4800, lr:2.5e-05 ∣ avg_100 : 5.425523 ∣ l2loss : 5.442898 ∣ 
[  epoch 0013/0030] 4000/4800, lr:2.5e-05 ∣ avg_100 : 5.425036 ∣ l2loss : 5.184427 ∣ 
[  epoch 0013/0030] 4010/4800, lr:2.5e-05 ∣ avg_100 : 5.424817 ∣ l2loss : 5.440381 ∣ 
[  epoch 0013/0030] 4020/4800, lr:2.5e-05 ∣ avg_100 : 5.423947 ∣ l2loss : 5.332084 ∣ 
[  epoch 0013/0030] 4030/4800, lr:2.5e-05 ∣ avg_100 : 5.421065 ∣ l2loss : 5.240606 ∣ 
[  epoch 0013/0030] 4040/4800, lr:2.5e-05 ∣ avg_100 : 5.426129 ∣ l2loss : 5.665836 ∣ 
[  epoch 0013/0030] 4050/4800, lr:2.5e-05 ∣ avg_100 : 5.428405 ∣ l2loss : 5.470755 ∣ 
[  epoch 0013/0030] 4060/4800, lr:2.5e-05 ∣ avg_100 : 5.426972 ∣ l2loss : 5.451198 ∣ 
[  epoch 0013/0030] 4070/4800, lr:2.5e-05 ∣ avg_100 : 5.427034 ∣ l2loss : 5.519951 ∣ 
[  epoch 0013/0030] 4080/4800, lr:2.5e-05 ∣ avg_100 : 5.429033 ∣ l2loss : 5.397243 ∣ 
[  epoch 0013/0030] 4090/4800, lr:2.5e-05 ∣ avg_100 : 5.432448 ∣ l2loss : 5.573687 ∣ 
[  epoch 0013/0030] 4100/4800, lr:2.5e-05 ∣ avg_100 : 5.429184 ∣ l2loss : 5.314727 ∣ 
[  epoch 0013/0030] 4110/4800, lr:2.5e-05 ∣ avg_100 : 5.429859 ∣ l2loss : 5.349635 ∣ 
[  epoch 0013/0030] 4120/4800, lr:2.5e-05 ∣ avg_100 : 5.429753 ∣ l2loss : 5.282420 ∣ 
[  epoch 0013/0030] 4130/4800, lr:2.5e-05 ∣ avg_100 : 5.429855 ∣ l2loss : 5.448150 ∣ 
[  epoch 0013/0030] 4140/4800, lr:2.5e-05 ∣ avg_100 : 5.432607 ∣ l2loss : 5.520753 ∣ 
[  epoch 0013/0030] 4150/4800, lr:2.5e-05 ∣ avg_100 : 5.435140 ∣ l2loss : 5.674017 ∣ 
[  epoch 0013/0030] 4160/4800, lr:2.5e-05 ∣ avg_100 : 5.431944 ∣ l2loss : 5.427323 ∣ 
[  epoch 0013/0030] 4170/4800, lr:2.5e-05 ∣ avg_100 : 5.433713 ∣ l2loss : 5.530554 ∣ 
[  epoch 0013/0030] 4180/4800, lr:2.5e-05 ∣ avg_100 : 5.434843 ∣ l2loss : 5.522943 ∣ 
[  epoch 0013/0030] 4190/4800, lr:2.5e-05 ∣ avg_100 : 5.434408 ∣ l2loss : 5.223554 ∣ 
[  epoch 0013/0030] 4200/4800, lr:2.5e-05 ∣ avg_100 : 5.433799 ∣ l2loss : 5.381700 ∣ 
[  epoch 0013/0030] 4210/4800, lr:2.5e-05 ∣ avg_100 : 5.430814 ∣ l2loss : 5.360246 ∣ 
[  epoch 0013/0030] 4220/4800, lr:2.5e-05 ∣ avg_100 : 5.429514 ∣ l2loss : 5.331273 ∣ 
[  epoch 0013/0030] 4230/4800, lr:2.5e-05 ∣ avg_100 : 5.425507 ∣ l2loss : 5.061679 ∣ 
[  epoch 0013/0030] 4240/4800, lr:2.5e-05 ∣ avg_100 : 5.426062 ∣ l2loss : 5.517538 ∣ 
[  epoch 0013/0030] 4250/4800, lr:2.5e-05 ∣ avg_100 : 5.425488 ∣ l2loss : 5.538302 ∣ 
[  epoch 0013/0030] 4260/4800, lr:2.5e-05 ∣ avg_100 : 5.419929 ∣ l2loss : 5.093951 ∣ 
[  epoch 0013/0030] 4270/4800, lr:2.5e-05 ∣ avg_100 : 5.419761 ∣ l2loss : 5.239814 ∣ 
[  epoch 0013/0030] 4280/4800, lr:2.5e-05 ∣ avg_100 : 5.419276 ∣ l2loss : 5.448055 ∣ 
[  epoch 0013/0030] 4290/4800, lr:2.5e-05 ∣ avg_100 : 5.416744 ∣ l2loss : 5.264841 ∣ 
[  epoch 0013/0030] 4300/4800, lr:2.5e-05 ∣ avg_100 : 5.416008 ∣ l2loss : 5.285011 ∣ 
[  epoch 0013/0030] 4310/4800, lr:2.5e-05 ∣ avg_100 : 5.417459 ∣ l2loss : 5.443633 ∣ 
[  epoch 0013/0030] 4320/4800, lr:2.5e-05 ∣ avg_100 : 5.419603 ∣ l2loss : 5.761806 ∣ 
[  epoch 0013/0030] 4330/4800, lr:2.5e-05 ∣ avg_100 : 5.419401 ∣ l2loss : 5.387055 ∣ 
[  epoch 0013/0030] 4340/4800, lr:2.5e-05 ∣ avg_100 : 5.418179 ∣ l2loss : 5.261378 ∣ 
[  epoch 0013/0030] 4350/4800, lr:2.5e-05 ∣ avg_100 : 5.415267 ∣ l2loss : 5.449465 ∣ 
[  epoch 0013/0030] 4360/4800, lr:2.5e-05 ∣ avg_100 : 5.414519 ∣ l2loss : 5.376633 ∣ 
[  epoch 0013/0030] 4370/4800, lr:2.5e-05 ∣ avg_100 : 5.413467 ∣ l2loss : 5.499236 ∣ 
[  epoch 0013/0030] 4380/4800, lr:2.5e-05 ∣ avg_100 : 5.416150 ∣ l2loss : 5.469806 ∣ 
[  epoch 0013/0030] 4390/4800, lr:2.5e-05 ∣ avg_100 : 5.415770 ∣ l2loss : 5.495900 ∣ 
[  epoch 0013/0030] 4400/4800, lr:2.5e-05 ∣ avg_100 : 5.413123 ∣ l2loss : 5.344556 ∣ 
[  epoch 0013/0030] 4410/4800, lr:2.5e-05 ∣ avg_100 : 5.409033 ∣ l2loss : 5.089510 ∣ 
[  epoch 0013/0030] 4420/4800, lr:2.5e-05 ∣ avg_100 : 5.409978 ∣ l2loss : 5.533142 ∣ 
[  epoch 0013/0030] 4430/4800, lr:2.5e-05 ∣ avg_100 : 5.415301 ∣ l2loss : 5.825967 ∣ 
[  epoch 0013/0030] 4440/4800, lr:2.5e-05 ∣ avg_100 : 5.414204 ∣ l2loss : 5.531604 ∣ 
[  epoch 0013/0030] 4450/4800, lr:2.5e-05 ∣ avg_100 : 5.413839 ∣ l2loss : 5.395671 ∣ 
[  epoch 0013/0030] 4460/4800, lr:2.5e-05 ∣ avg_100 : 5.413050 ∣ l2loss : 5.332733 ∣ 
[  epoch 0013/0030] 4470/4800, lr:2.5e-05 ∣ avg_100 : 5.408104 ∣ l2loss : 5.223859 ∣ 
[  epoch 0013/0030] 4480/4800, lr:2.5e-05 ∣ avg_100 : 5.410821 ∣ l2loss : 5.642226 ∣ 
[  epoch 0013/0030] 4490/4800, lr:2.5e-05 ∣ avg_100 : 5.411555 ∣ l2loss : 5.415649 ∣ 
[  epoch 0013/0030] 4500/4800, lr:2.5e-05 ∣ avg_100 : 5.409867 ∣ l2loss : 5.325805 ∣ 
[  epoch 0013/0030] 4510/4800, lr:2.5e-05 ∣ avg_100 : 5.412267 ∣ l2loss : 5.570765 ∣ 
[  epoch 0013/0030] 4520/4800, lr:2.5e-05 ∣ avg_100 : 5.411442 ∣ l2loss : 5.404746 ∣ 
[  epoch 0013/0030] 4530/4800, lr:2.5e-05 ∣ avg_100 : 5.412296 ∣ l2loss : 5.682868 ∣ 
[  epoch 0013/0030] 4540/4800, lr:2.5e-05 ∣ avg_100 : 5.413161 ∣ l2loss : 5.429052 ∣ 
[  epoch 0013/0030] 4550/4800, lr:2.5e-05 ∣ avg_100 : 5.410982 ∣ l2loss : 5.544579 ∣ 
[  epoch 0013/0030] 4560/4800, lr:2.5e-05 ∣ avg_100 : 5.412862 ∣ l2loss : 5.431408 ∣ 
[  epoch 0013/0030] 4570/4800, lr:2.5e-05 ∣ avg_100 : 5.415519 ∣ l2loss : 5.548314 ∣ 
[  epoch 0013/0030] 4580/4800, lr:2.5e-05 ∣ avg_100 : 5.415626 ∣ l2loss : 5.600989 ∣ 
[  epoch 0013/0030] 4590/4800, lr:2.5e-05 ∣ avg_100 : 5.416184 ∣ l2loss : 5.490942 ∣ 
[  epoch 0013/0030] 4600/4800, lr:2.5e-05 ∣ avg_100 : 5.419123 ∣ l2loss : 5.513319 ∣ 
[  epoch 0013/0030] 4610/4800, lr:2.5e-05 ∣ avg_100 : 5.420121 ∣ l2loss : 5.595075 ∣ 
[  epoch 0013/0030] 4620/4800, lr:2.5e-05 ∣ avg_100 : 5.421120 ∣ l2loss : 5.404770 ∣ 
[  epoch 0013/0030] 4630/4800, lr:2.5e-05 ∣ avg_100 : 5.419908 ∣ l2loss : 5.370658 ∣ 
[  epoch 0013/0030] 4640/4800, lr:2.5e-05 ∣ avg_100 : 5.421297 ∣ l2loss : 5.624633 ∣ 
[  epoch 0013/0030] 4650/4800, lr:2.5e-05 ∣ avg_100 : 5.421950 ∣ l2loss : 5.462558 ∣ 
[  epoch 0013/0030] 4660/4800, lr:2.5e-05 ∣ avg_100 : 5.421833 ∣ l2loss : 5.440108 ∣ 
[  epoch 0013/0030] 4670/4800, lr:2.5e-05 ∣ avg_100 : 5.420995 ∣ l2loss : 5.415472 ∣ 
[  epoch 0013/0030] 4680/4800, lr:2.5e-05 ∣ avg_100 : 5.419940 ∣ l2loss : 5.416912 ∣ 
[  epoch 0013/0030] 4690/4800, lr:2.5e-05 ∣ avg_100 : 5.421442 ∣ l2loss : 5.382998 ∣ 
[  epoch 0013/0030] 4700/4800, lr:2.5e-05 ∣ avg_100 : 5.419462 ∣ l2loss : 5.360836 ∣ 
[  epoch 0013/0030] 4710/4800, lr:2.5e-05 ∣ avg_100 : 5.419470 ∣ l2loss : 5.286666 ∣ 
[  epoch 0013/0030] 4720/4800, lr:2.5e-05 ∣ avg_100 : 5.421954 ∣ l2loss : 5.478878 ∣ 
[  epoch 0013/0030] 4730/4800, lr:2.5e-05 ∣ avg_100 : 5.427127 ∣ l2loss : 5.736927 ∣ 
[  epoch 0013/0030] 4740/4800, lr:2.5e-05 ∣ avg_100 : 5.429404 ∣ l2loss : 5.494315 ∣ 
[  epoch 0013/0030] 4750/4800, lr:2.5e-05 ∣ avg_100 : 5.429134 ∣ l2loss : 5.635566 ∣ 
[  epoch 0013/0030] 4760/4800, lr:2.5e-05 ∣ avg_100 : 5.431264 ∣ l2loss : 5.456626 ∣ 
[  epoch 0013/0030] 4770/4800, lr:2.5e-05 ∣ avg_100 : 5.431206 ∣ l2loss : 5.445773 ∣ 
[  epoch 0013/0030] 4780/4800, lr:2.5e-05 ∣ avg_100 : 5.433070 ∣ l2loss : 5.485978 ∣ 
[  epoch 0013/0030] 4790/4800, lr:2.5e-05 ∣ avg_100 : 5.432053 ∣ l2loss : 5.480753 ∣ 
[  epoch 0013/0030] 4800/4800, lr:2.5e-05 ∣ avg_100 : 5.431350 ∣ l2loss : 5.333455 ∣ 
[    val 013    ] Done! PSNR : 36.39 dB, SSIM : 0.925 total: 23:08:06                   
[  epoch 0014/0030] 0010/4800, lr:2.5e-05 ∣ avg_100 : 5.427375 ∣ l2loss : 5.462790 ∣ 
[  epoch 0014/0030] 0020/4800, lr:2.5e-05 ∣ avg_100 : 5.428302 ∣ l2loss : 5.362186 ∣ 
[  epoch 0014/0030] 0030/4800, lr:2.5e-05 ∣ avg_100 : 5.428036 ∣ l2loss : 5.302251 ∣ 
[  epoch 0014/0030] 0040/4800, lr:2.5e-05 ∣ avg_100 : 5.430163 ∣ l2loss : 5.484962 ∣ 
[  epoch 0014/0030] 0050/4800, lr:2.5e-05 ∣ avg_100 : 5.431165 ∣ l2loss : 5.317800 ∣ 
[  epoch 0014/0030] 0060/4800, lr:2.5e-05 ∣ avg_100 : 5.432457 ∣ l2loss : 5.464060 ∣ 
[  epoch 0014/0030] 0070/4800, lr:2.5e-05 ∣ avg_100 : 5.435530 ∣ l2loss : 5.608904 ∣ 
[  epoch 0014/0030] 0080/4800, lr:2.5e-05 ∣ avg_100 : 5.434230 ∣ l2loss : 5.518244 ∣ 
[  epoch 0014/0030] 0090/4800, lr:2.5e-05 ∣ avg_100 : 5.434500 ∣ l2loss : 5.381124 ∣ 
[  epoch 0014/0030] 0100/4800, lr:2.5e-05 ∣ avg_100 : 5.435439 ∣ l2loss : 5.503996 ∣ 
[  epoch 0014/0030] 0110/4800, lr:2.5e-05 ∣ avg_100 : 5.436633 ∣ l2loss : 5.532026 ∣ 
[  epoch 0014/0030] 0120/4800, lr:2.5e-05 ∣ avg_100 : 5.436535 ∣ l2loss : 5.391048 ∣ 
[  epoch 0014/0030] 0130/4800, lr:2.5e-05 ∣ avg_100 : 5.436353 ∣ l2loss : 5.522915 ∣ 
[  epoch 0014/0030] 0140/4800, lr:2.5e-05 ∣ avg_100 : 5.437489 ∣ l2loss : 5.646824 ∣ 
[  epoch 0014/0030] 0150/4800, lr:2.5e-05 ∣ avg_100 : 5.434670 ∣ l2loss : 5.290414 ∣ 
[  epoch 0014/0030] 0160/4800, lr:2.5e-05 ∣ avg_100 : 5.435653 ∣ l2loss : 5.357953 ∣ 
[  epoch 0014/0030] 0170/4800, lr:2.5e-05 ∣ avg_100 : 5.437234 ∣ l2loss : 5.391281 ∣ 
[  epoch 0014/0030] 0180/4800, lr:2.5e-05 ∣ avg_100 : 5.436539 ∣ l2loss : 5.248032 ∣ 
[  epoch 0014/0030] 0190/4800, lr:2.5e-05 ∣ avg_100 : 5.435284 ∣ l2loss : 5.317340 ∣ 
[  epoch 0014/0030] 0200/4800, lr:2.5e-05 ∣ avg_100 : 5.439507 ∣ l2loss : 5.606724 ∣ 
[  epoch 0014/0030] 0210/4800, lr:2.5e-05 ∣ avg_100 : 5.442908 ∣ l2loss : 5.780482 ∣ 
[  epoch 0014/0030] 0220/4800, lr:2.5e-05 ∣ avg_100 : 5.445689 ∣ l2loss : 5.610221 ∣ 
[  epoch 0014/0030] 0230/4800, lr:2.5e-05 ∣ avg_100 : 5.447296 ∣ l2loss : 5.401243 ∣ 
[  epoch 0014/0030] 0240/4800, lr:2.5e-05 ∣ avg_100 : 5.444632 ∣ l2loss : 5.399484 ∣ 
[  epoch 0014/0030] 0250/4800, lr:2.5e-05 ∣ avg_100 : 5.443653 ∣ l2loss : 5.372840 ∣ 
[  epoch 0014/0030] 0260/4800, lr:2.5e-05 ∣ avg_100 : 5.441516 ∣ l2loss : 5.237543 ∣ 
[  epoch 0014/0030] 0270/4800, lr:2.5e-05 ∣ avg_100 : 5.441703 ∣ l2loss : 5.538636 ∣ 
[  epoch 0014/0030] 0280/4800, lr:2.5e-05 ∣ avg_100 : 5.441690 ∣ l2loss : 5.395912 ∣ 
[  epoch 0014/0030] 0290/4800, lr:2.5e-05 ∣ avg_100 : 5.439845 ∣ l2loss : 5.389231 ∣ 
[  epoch 0014/0030] 0300/4800, lr:2.5e-05 ∣ avg_100 : 5.441007 ∣ l2loss : 5.430902 ∣ 
[  epoch 0014/0030] 0310/4800, lr:2.5e-05 ∣ avg_100 : 5.441792 ∣ l2loss : 5.428174 ∣ 
[  epoch 0014/0030] 0320/4800, lr:2.5e-05 ∣ avg_100 : 5.442432 ∣ l2loss : 5.346397 ∣ 
[  epoch 0014/0030] 0330/4800, lr:2.5e-05 ∣ avg_100 : 5.441981 ∣ l2loss : 5.402984 ∣ 
[  epoch 0014/0030] 0340/4800, lr:2.5e-05 ∣ avg_100 : 5.439963 ∣ l2loss : 5.318995 ∣ 
[  epoch 0014/0030] 0350/4800, lr:2.5e-05 ∣ avg_100 : 5.436878 ∣ l2loss : 5.365488 ∣ 
[  epoch 0014/0030] 0360/4800, lr:2.5e-05 ∣ avg_100 : 5.434962 ∣ l2loss : 5.235789 ∣ 
[  epoch 0014/0030] 0370/4800, lr:2.5e-05 ∣ avg_100 : 5.435251 ∣ l2loss : 5.559416 ∣ 
[  epoch 0014/0030] 0380/4800, lr:2.5e-05 ∣ avg_100 : 5.436473 ∣ l2loss : 5.645125 ∣ 
[  epoch 0014/0030] 0390/4800, lr:2.5e-05 ∣ avg_100 : 5.438239 ∣ l2loss : 5.400173 ∣ 
[  epoch 0014/0030] 0400/4800, lr:2.5e-05 ∣ avg_100 : 5.437492 ∣ l2loss : 5.307046 ∣ 
[  epoch 0014/0030] 0410/4800, lr:2.5e-05 ∣ avg_100 : 5.438743 ∣ l2loss : 5.485313 ∣ 
[  epoch 0014/0030] 0420/4800, lr:2.5e-05 ∣ avg_100 : 5.439836 ∣ l2loss : 5.440542 ∣ 
[  epoch 0014/0030] 0430/4800, lr:2.5e-05 ∣ avg_100 : 5.442945 ∣ l2loss : 5.372597 ∣ 
[  epoch 0014/0030] 0440/4800, lr:2.5e-05 ∣ avg_100 : 5.443973 ∣ l2loss : 5.620384 ∣ 
[  epoch 0014/0030] 0450/4800, lr:2.5e-05 ∣ avg_100 : 5.443844 ∣ l2loss : 5.525365 ∣ 
[  epoch 0014/0030] 0460/4800, lr:2.5e-05 ∣ avg_100 : 5.445948 ∣ l2loss : 5.304314 ∣ 
[  epoch 0014/0030] 0470/4800, lr:2.5e-05 ∣ avg_100 : 5.448115 ∣ l2loss : 5.456541 ∣ 
[  epoch 0014/0030] 0480/4800, lr:2.5e-05 ∣ avg_100 : 5.449412 ∣ l2loss : 5.577762 ∣ 
[  epoch 0014/0030] 0490/4800, lr:2.5e-05 ∣ avg_100 : 5.448521 ∣ l2loss : 5.175712 ∣ 
[  epoch 0014/0030] 0500/4800, lr:2.5e-05 ∣ avg_100 : 5.450955 ∣ l2loss : 5.528457 ∣ 
[  epoch 0014/0030] 0510/4800, lr:2.5e-05 ∣ avg_100 : 5.449546 ∣ l2loss : 5.302702 ∣ 
[  epoch 0014/0030] 0520/4800, lr:2.5e-05 ∣ avg_100 : 5.446659 ∣ l2loss : 5.473107 ∣ 
[  epoch 0014/0030] 0530/4800, lr:2.5e-05 ∣ avg_100 : 5.448660 ∣ l2loss : 5.587143 ∣ 
[  epoch 0014/0030] 0540/4800, lr:2.5e-05 ∣ avg_100 : 5.452297 ∣ l2loss : 5.625092 ∣ 
[  epoch 0014/0030] 0550/4800, lr:2.5e-05 ∣ avg_100 : 5.452148 ∣ l2loss : 5.434541 ∣ 
[  epoch 0014/0030] 0560/4800, lr:2.5e-05 ∣ avg_100 : 5.451340 ∣ l2loss : 5.295848 ∣ 
[  epoch 0014/0030] 0570/4800, lr:2.5e-05 ∣ avg_100 : 5.451745 ∣ l2loss : 5.539718 ∣ 
[  epoch 0014/0030] 0580/4800, lr:2.5e-05 ∣ avg_100 : 5.452619 ∣ l2loss : 5.557241 ∣ 
[  epoch 0014/0030] 0590/4800, lr:2.5e-05 ∣ avg_100 : 5.450909 ∣ l2loss : 5.324853 ∣ 
[  epoch 0014/0030] 0600/4800, lr:2.5e-05 ∣ avg_100 : 5.451320 ∣ l2loss : 5.385662 ∣ 
[  epoch 0014/0030] 0610/4800, lr:2.5e-05 ∣ avg_100 : 5.452551 ∣ l2loss : 5.212694 ∣ 
[  epoch 0014/0030] 0620/4800, lr:2.5e-05 ∣ avg_100 : 5.452613 ∣ l2loss : 5.539322 ∣ 
[  epoch 0014/0030] 0630/4800, lr:2.5e-05 ∣ avg_100 : 5.446436 ∣ l2loss : 5.208233 ∣ 
[  epoch 0014/0030] 0640/4800, lr:2.5e-05 ∣ avg_100 : 5.445600 ∣ l2loss : 5.447967 ∣ 
[  epoch 0014/0030] 0650/4800, lr:2.5e-05 ∣ avg_100 : 5.445765 ∣ l2loss : 5.412173 ∣ 
[  epoch 0014/0030] 0660/4800, lr:2.5e-05 ∣ avg_100 : 5.444549 ∣ l2loss : 5.211169 ∣ 
[  epoch 0014/0030] 0670/4800, lr:2.5e-05 ∣ avg_100 : 5.448417 ∣ l2loss : 5.610621 ∣ 
[  epoch 0014/0030] 0680/4800, lr:2.5e-05 ∣ avg_100 : 5.443425 ∣ l2loss : 5.143100 ∣ 
[  epoch 0014/0030] 0690/4800, lr:2.5e-05 ∣ avg_100 : 5.441075 ∣ l2loss : 5.180667 ∣ 
[  epoch 0014/0030] 0700/4800, lr:2.5e-05 ∣ avg_100 : 5.436893 ∣ l2loss : 4.907554 ∣ 
[  epoch 0014/0030] 0710/4800, lr:2.5e-05 ∣ avg_100 : 5.434156 ∣ l2loss : 5.297034 ∣ 
[  epoch 0014/0030] 0720/4800, lr:2.5e-05 ∣ avg_100 : 5.434550 ∣ l2loss : 5.444153 ∣ 
[  epoch 0014/0030] 0730/4800, lr:2.5e-05 ∣ avg_100 : 5.431068 ∣ l2loss : 5.334736 ∣ 
[  epoch 0014/0030] 0740/4800, lr:2.5e-05 ∣ avg_100 : 5.430576 ∣ l2loss : 5.379788 ∣ 
[  epoch 0014/0030] 0750/4800, lr:2.5e-05 ∣ avg_100 : 5.429849 ∣ l2loss : 5.471940 ∣ 
[  epoch 0014/0030] 0760/4800, lr:2.5e-05 ∣ avg_100 : 5.427792 ∣ l2loss : 5.225652 ∣ 
[  epoch 0014/0030] 0770/4800, lr:2.5e-05 ∣ avg_100 : 5.426603 ∣ l2loss : 5.429390 ∣ 
[  epoch 0014/0030] 0780/4800, lr:2.5e-05 ∣ avg_100 : 5.422467 ∣ l2loss : 5.187449 ∣ 
[  epoch 0014/0030] 0790/4800, lr:2.5e-05 ∣ avg_100 : 5.419779 ∣ l2loss : 5.222148 ∣ 
[  epoch 0014/0030] 0800/4800, lr:2.5e-05 ∣ avg_100 : 5.418007 ∣ l2loss : 5.336133 ∣ 
[  epoch 0014/0030] 0810/4800, lr:2.5e-05 ∣ avg_100 : 5.415973 ∣ l2loss : 5.391677 ∣ 
[  epoch 0014/0030] 0820/4800, lr:2.5e-05 ∣ avg_100 : 5.416306 ∣ l2loss : 5.437988 ∣ 
[  epoch 0014/0030] 0830/4800, lr:2.5e-05 ∣ avg_100 : 5.416578 ∣ l2loss : 5.397862 ∣ 
[  epoch 0014/0030] 0840/4800, lr:2.5e-05 ∣ avg_100 : 5.414542 ∣ l2loss : 5.421112 ∣ 
[  epoch 0014/0030] 0850/4800, lr:2.5e-05 ∣ avg_100 : 5.413020 ∣ l2loss : 5.310309 ∣ 
[  epoch 0014/0030] 0860/4800, lr:2.5e-05 ∣ avg_100 : 5.411924 ∣ l2loss : 5.330514 ∣ 
[  epoch 0014/0030] 0870/4800, lr:2.5e-05 ∣ avg_100 : 5.411906 ∣ l2loss : 5.413715 ∣ 
[  epoch 0014/0030] 0880/4800, lr:2.5e-05 ∣ avg_100 : 5.414905 ∣ l2loss : 5.716791 ∣ 
[  epoch 0014/0030] 0890/4800, lr:2.5e-05 ∣ avg_100 : 5.417589 ∣ l2loss : 5.651395 ∣ 
[  epoch 0014/0030] 0900/4800, lr:2.5e-05 ∣ avg_100 : 5.418493 ∣ l2loss : 5.451188 ∣ 
[  epoch 0014/0030] 0910/4800, lr:2.5e-05 ∣ avg_100 : 5.419210 ∣ l2loss : 5.358446 ∣ 
[  epoch 0014/0030] 0920/4800, lr:2.5e-05 ∣ avg_100 : 5.417760 ∣ l2loss : 5.333792 ∣ 
[  epoch 0014/0030] 0930/4800, lr:2.5e-05 ∣ avg_100 : 5.415918 ∣ l2loss : 5.552791 ∣ 
[  epoch 0014/0030] 0940/4800, lr:2.5e-05 ∣ avg_100 : 5.416139 ∣ l2loss : 5.516364 ∣ 
[  epoch 0014/0030] 0950/4800, lr:2.5e-05 ∣ avg_100 : 5.413807 ∣ l2loss : 5.402394 ∣ 
[  epoch 0014/0030] 0960/4800, lr:2.5e-05 ∣ avg_100 : 5.413604 ∣ l2loss : 5.436325 ∣ 
[  epoch 0014/0030] 0970/4800, lr:2.5e-05 ∣ avg_100 : 5.413511 ∣ l2loss : 5.436454 ∣ 
[  epoch 0014/0030] 0980/4800, lr:2.5e-05 ∣ avg_100 : 5.412275 ∣ l2loss : 5.362422 ∣ 
[  epoch 0014/0030] 0990/4800, lr:2.5e-05 ∣ avg_100 : 5.411638 ∣ l2loss : 5.417052 ∣ 
[  epoch 0014/0030] 1000/4800, lr:2.5e-05 ∣ avg_100 : 5.411784 ∣ l2loss : 5.348002 ∣ 
[  epoch 0014/0030] 1010/4800, lr:2.5e-05 ∣ avg_100 : 5.410820 ∣ l2loss : 5.366413 ∣ 
[  epoch 0014/0030] 1020/4800, lr:2.5e-05 ∣ avg_100 : 5.409002 ∣ l2loss : 5.180356 ∣ 
[  epoch 0014/0030] 1030/4800, lr:2.5e-05 ∣ avg_100 : 5.410655 ∣ l2loss : 5.467552 ∣ 
[  epoch 0014/0030] 1040/4800, lr:2.5e-05 ∣ avg_100 : 5.407506 ∣ l2loss : 5.170052 ∣ 
[  epoch 0014/0030] 1050/4800, lr:2.5e-05 ∣ avg_100 : 5.406803 ∣ l2loss : 5.247579 ∣ 
[  epoch 0014/0030] 1060/4800, lr:2.5e-05 ∣ avg_100 : 5.407182 ∣ l2loss : 5.501942 ∣ 
[  epoch 0014/0030] 1070/4800, lr:2.5e-05 ∣ avg_100 : 5.404221 ∣ l2loss : 5.312779 ∣ 
[  epoch 0014/0030] 1080/4800, lr:2.5e-05 ∣ avg_100 : 5.404960 ∣ l2loss : 5.592200 ∣ 
[  epoch 0014/0030] 1090/4800, lr:2.5e-05 ∣ avg_100 : 5.401935 ∣ l2loss : 5.078559 ∣ 
[  epoch 0014/0030] 1100/4800, lr:2.5e-05 ∣ avg_100 : 5.401182 ∣ l2loss : 5.428748 ∣ 
[  epoch 0014/0030] 1110/4800, lr:2.5e-05 ∣ avg_100 : 5.397168 ∣ l2loss : 5.130563 ∣ 
[  epoch 0014/0030] 1120/4800, lr:2.5e-05 ∣ avg_100 : 5.397727 ∣ l2loss : 5.447026 ∣ 
[  epoch 0014/0030] 1130/4800, lr:2.5e-05 ∣ avg_100 : 5.397760 ∣ l2loss : 5.526209 ∣ 
[  epoch 0014/0030] 1140/4800, lr:2.5e-05 ∣ avg_100 : 5.395225 ∣ l2loss : 5.393289 ∣ 
[  epoch 0014/0030] 1150/4800, lr:2.5e-05 ∣ avg_100 : 5.399385 ∣ l2loss : 5.706428 ∣ 
[  epoch 0014/0030] 1160/4800, lr:2.5e-05 ∣ avg_100 : 5.401888 ∣ l2loss : 5.608207 ∣ 
[  epoch 0014/0030] 1170/4800, lr:2.5e-05 ∣ avg_100 : 5.405223 ∣ l2loss : 5.724816 ∣ 
[  epoch 0014/0030] 1180/4800, lr:2.5e-05 ∣ avg_100 : 5.410487 ∣ l2loss : 5.774393 ∣ 
[  epoch 0014/0030] 1190/4800, lr:2.5e-05 ∣ avg_100 : 5.409623 ∣ l2loss : 5.230921 ∣ 
[  epoch 0014/0030] 1200/4800, lr:2.5e-05 ∣ avg_100 : 5.404574 ∣ l2loss : 5.101908 ∣ 
[  epoch 0014/0030] 1210/4800, lr:2.5e-05 ∣ avg_100 : 5.403490 ∣ l2loss : 5.671996 ∣ 
[  epoch 0014/0030] 1220/4800, lr:2.5e-05 ∣ avg_100 : 5.403468 ∣ l2loss : 5.608062 ∣ 
[  epoch 0014/0030] 1230/4800, lr:2.5e-05 ∣ avg_100 : 5.403822 ∣ l2loss : 5.436631 ∣ 
[  epoch 0014/0030] 1240/4800, lr:2.5e-05 ∣ avg_100 : 5.406102 ∣ l2loss : 5.627463 ∣ 
[  epoch 0014/0030] 1250/4800, lr:2.5e-05 ∣ avg_100 : 5.406450 ∣ l2loss : 5.407641 ∣ 
[  epoch 0014/0030] 1260/4800, lr:2.5e-05 ∣ avg_100 : 5.410448 ∣ l2loss : 5.637355 ∣ 
[  epoch 0014/0030] 1270/4800, lr:2.5e-05 ∣ avg_100 : 5.411047 ∣ l2loss : 5.598515 ∣ 
[  epoch 0014/0030] 1280/4800, lr:2.5e-05 ∣ avg_100 : 5.409980 ∣ l2loss : 5.289212 ∣ 
[  epoch 0014/0030] 1290/4800, lr:2.5e-05 ∣ avg_100 : 5.409914 ∣ l2loss : 5.382671 ∣ 
[  epoch 0014/0030] 1300/4800, lr:2.5e-05 ∣ avg_100 : 5.414327 ∣ l2loss : 5.872210 ∣ 
[  epoch 0014/0030] 1310/4800, lr:2.5e-05 ∣ avg_100 : 5.416537 ∣ l2loss : 5.649162 ∣ 
[  epoch 0014/0030] 1320/4800, lr:2.5e-05 ∣ avg_100 : 5.419376 ∣ l2loss : 5.630303 ∣ 
[  epoch 0014/0030] 1330/4800, lr:2.5e-05 ∣ avg_100 : 5.420331 ∣ l2loss : 5.498446 ∣ 
[  epoch 0014/0030] 1340/4800, lr:2.5e-05 ∣ avg_100 : 5.424570 ∣ l2loss : 5.742903 ∣ 
[  epoch 0014/0030] 1350/4800, lr:2.5e-05 ∣ avg_100 : 5.427293 ∣ l2loss : 5.637844 ∣ 
[  epoch 0014/0030] 1360/4800, lr:2.5e-05 ∣ avg_100 : 5.427549 ∣ l2loss : 5.261375 ∣ 
[  epoch 0014/0030] 1370/4800, lr:2.5e-05 ∣ avg_100 : 5.425471 ∣ l2loss : 5.351627 ∣ 
[  epoch 0014/0030] 1380/4800, lr:2.5e-05 ∣ avg_100 : 5.424410 ∣ l2loss : 5.539062 ∣ 
[  epoch 0014/0030] 1390/4800, lr:2.5e-05 ∣ avg_100 : 5.422245 ∣ l2loss : 5.183656 ∣ 
[  epoch 0014/0030] 1400/4800, lr:2.5e-05 ∣ avg_100 : 5.422180 ∣ l2loss : 5.300543 ∣ 
[  epoch 0014/0030] 1410/4800, lr:2.5e-05 ∣ avg_100 : 5.421015 ∣ l2loss : 5.368794 ∣ 
[  epoch 0014/0030] 1420/4800, lr:2.5e-05 ∣ avg_100 : 5.423411 ∣ l2loss : 5.680171 ∣ 
[  epoch 0014/0030] 1430/4800, lr:2.5e-05 ∣ avg_100 : 5.424595 ∣ l2loss : 5.490917 ∣ 
[  epoch 0014/0030] 1440/4800, lr:2.5e-05 ∣ avg_100 : 5.422560 ∣ l2loss : 5.416931 ∣ 
[  epoch 0014/0030] 1450/4800, lr:2.5e-05 ∣ avg_100 : 5.421297 ∣ l2loss : 5.399064 ∣ 
[  epoch 0014/0030] 1460/4800, lr:2.5e-05 ∣ avg_100 : 5.423590 ∣ l2loss : 5.533625 ∣ 
[  epoch 0014/0030] 1470/4800, lr:2.5e-05 ∣ avg_100 : 5.423581 ∣ l2loss : 5.455634 ∣ 
[  epoch 0014/0030] 1480/4800, lr:2.5e-05 ∣ avg_100 : 5.418982 ∣ l2loss : 5.117859 ∣ 
[  epoch 0014/0030] 1490/4800, lr:2.5e-05 ∣ avg_100 : 5.420117 ∣ l2loss : 5.289227 ∣ 
[  epoch 0014/0030] 1500/4800, lr:2.5e-05 ∣ avg_100 : 5.416500 ∣ l2loss : 5.166717 ∣ 
[  epoch 0014/0030] 1510/4800, lr:2.5e-05 ∣ avg_100 : 5.417189 ∣ l2loss : 5.371593 ∣ 
[  epoch 0014/0030] 1520/4800, lr:2.5e-05 ∣ avg_100 : 5.415053 ∣ l2loss : 5.259517 ∣ 
[  epoch 0014/0030] 1530/4800, lr:2.5e-05 ∣ avg_100 : 5.413168 ∣ l2loss : 5.398639 ∣ 
[  epoch 0014/0030] 1540/4800, lr:2.5e-05 ∣ avg_100 : 5.414606 ∣ l2loss : 5.768963 ∣ 
[  epoch 0014/0030] 1550/4800, lr:2.5e-05 ∣ avg_100 : 5.415409 ∣ l2loss : 5.514798 ∣ 
[  epoch 0014/0030] 1560/4800, lr:2.5e-05 ∣ avg_100 : 5.416826 ∣ l2loss : 5.437522 ∣ 
[  epoch 0014/0030] 1570/4800, lr:2.5e-05 ∣ avg_100 : 5.415752 ∣ l2loss : 5.432334 ∣ 
[  epoch 0014/0030] 1580/4800, lr:2.5e-05 ∣ avg_100 : 5.413350 ∣ l2loss : 5.317074 ∣ 
[  epoch 0014/0030] 1590/4800, lr:2.5e-05 ∣ avg_100 : 5.414253 ∣ l2loss : 5.415086 ∣ 
[  epoch 0014/0030] 1600/4800, lr:2.5e-05 ∣ avg_100 : 5.415205 ∣ l2loss : 5.480883 ∣ 
[  epoch 0014/0030] 1610/4800, lr:2.5e-05 ∣ avg_100 : 5.415905 ∣ l2loss : 5.282700 ∣ 
[  epoch 0014/0030] 1620/4800, lr:2.5e-05 ∣ avg_100 : 5.416446 ∣ l2loss : 5.593420 ∣ 
[  epoch 0014/0030] 1630/4800, lr:2.5e-05 ∣ avg_100 : 5.419670 ∣ l2loss : 5.530640 ∣ 
[  epoch 0014/0030] 1640/4800, lr:2.5e-05 ∣ avg_100 : 5.417744 ∣ l2loss : 5.255371 ∣ 
[  epoch 0014/0030] 1650/4800, lr:2.5e-05 ∣ avg_100 : 5.418841 ∣ l2loss : 5.521849 ∣ 
[  epoch 0014/0030] 1660/4800, lr:2.5e-05 ∣ avg_100 : 5.421150 ∣ l2loss : 5.442135 ∣ 
[  epoch 0014/0030] 1670/4800, lr:2.5e-05 ∣ avg_100 : 5.417927 ∣ l2loss : 5.288328 ∣ 
[  epoch 0014/0030] 1680/4800, lr:2.5e-05 ∣ avg_100 : 5.420869 ∣ l2loss : 5.437274 ∣ 
[  epoch 0014/0030] 1690/4800, lr:2.5e-05 ∣ avg_100 : 5.422863 ∣ l2loss : 5.380033 ∣ 
[  epoch 0014/0030] 1700/4800, lr:2.5e-05 ∣ avg_100 : 5.428550 ∣ l2loss : 5.476299 ∣ 
[  epoch 0014/0030] 1710/4800, lr:2.5e-05 ∣ avg_100 : 5.429648 ∣ l2loss : 5.406844 ∣ 
[  epoch 0014/0030] 1720/4800, lr:2.5e-05 ∣ avg_100 : 5.429881 ∣ l2loss : 5.467396 ∣ 
[  epoch 0014/0030] 1730/4800, lr:2.5e-05 ∣ avg_100 : 5.429558 ∣ l2loss : 5.302438 ∣ 
[  epoch 0014/0030] 1740/4800, lr:2.5e-05 ∣ avg_100 : 5.430463 ∣ l2loss : 5.470325 ∣ 
[  epoch 0014/0030] 1750/4800, lr:2.5e-05 ∣ avg_100 : 5.431636 ∣ l2loss : 5.589236 ∣ 
[  epoch 0014/0030] 1760/4800, lr:2.5e-05 ∣ avg_100 : 5.432441 ∣ l2loss : 5.306107 ∣ 
[  epoch 0014/0030] 1770/4800, lr:2.5e-05 ∣ avg_100 : 5.432983 ∣ l2loss : 5.483654 ∣ 
[  epoch 0014/0030] 1780/4800, lr:2.5e-05 ∣ avg_100 : 5.432973 ∣ l2loss : 5.186430 ∣ 
[  epoch 0014/0030] 1790/4800, lr:2.5e-05 ∣ avg_100 : 5.436664 ∣ l2loss : 5.591201 ∣ 
[  epoch 0014/0030] 1800/4800, lr:2.5e-05 ∣ avg_100 : 5.437682 ∣ l2loss : 5.437997 ∣ 
[  epoch 0014/0030] 1810/4800, lr:2.5e-05 ∣ avg_100 : 5.437514 ∣ l2loss : 5.374837 ∣ 
[  epoch 0014/0030] 1820/4800, lr:2.5e-05 ∣ avg_100 : 5.434705 ∣ l2loss : 5.157064 ∣ 
[  epoch 0014/0030] 1830/4800, lr:2.5e-05 ∣ avg_100 : 5.434589 ∣ l2loss : 5.386283 ∣ 
[  epoch 0014/0030] 1840/4800, lr:2.5e-05 ∣ avg_100 : 5.434338 ∣ l2loss : 5.395982 ∣ 
[  epoch 0014/0030] 1850/4800, lr:2.5e-05 ∣ avg_100 : 5.435449 ∣ l2loss : 5.421426 ∣ 
[  epoch 0014/0030] 1860/4800, lr:2.5e-05 ∣ avg_100 : 5.435272 ∣ l2loss : 5.312853 ∣ 
[  epoch 0014/0030] 1870/4800, lr:2.5e-05 ∣ avg_100 : 5.435508 ∣ l2loss : 5.437304 ∣ 
[  epoch 0014/0030] 1880/4800, lr:2.5e-05 ∣ avg_100 : 5.430144 ∣ l2loss : 5.180396 ∣ 
[  epoch 0014/0030] 1890/4800, lr:2.5e-05 ∣ avg_100 : 5.430866 ∣ l2loss : 5.723575 ∣ 
[  epoch 0014/0030] 1900/4800, lr:2.5e-05 ∣ avg_100 : 5.429857 ∣ l2loss : 5.350261 ∣ 
[  epoch 0014/0030] 1910/4800, lr:2.5e-05 ∣ avg_100 : 5.435219 ∣ l2loss : 5.894703 ∣ 
[  epoch 0014/0030] 1920/4800, lr:2.5e-05 ∣ avg_100 : 5.434835 ∣ l2loss : 5.295360 ∣ 
[  epoch 0014/0030] 1930/4800, lr:2.5e-05 ∣ avg_100 : 5.432113 ∣ l2loss : 5.280578 ∣ 
[  epoch 0014/0030] 1940/4800, lr:2.5e-05 ∣ avg_100 : 5.432330 ∣ l2loss : 5.538113 ∣ 
[  epoch 0014/0030] 1950/4800, lr:2.5e-05 ∣ avg_100 : 5.431346 ∣ l2loss : 5.303972 ∣ 
[  epoch 0014/0030] 1960/4800, lr:2.5e-05 ∣ avg_100 : 5.433401 ∣ l2loss : 5.641840 ∣ 
[  epoch 0014/0030] 1970/4800, lr:2.5e-05 ∣ avg_100 : 5.434280 ∣ l2loss : 5.524328 ∣ 
[  epoch 0014/0030] 1980/4800, lr:2.5e-05 ∣ avg_100 : 5.436607 ∣ l2loss : 5.595134 ∣ 
[  epoch 0014/0030] 1990/4800, lr:2.5e-05 ∣ avg_100 : 5.435947 ∣ l2loss : 5.351074 ∣ 
[  epoch 0014/0030] 2000/4800, lr:2.5e-05 ∣ avg_100 : 5.437779 ∣ l2loss : 5.531170 ∣ 
[  epoch 0014/0030] 2010/4800, lr:2.5e-05 ∣ avg_100 : 5.437574 ∣ l2loss : 5.345887 ∣ 
[  epoch 0014/0030] 2020/4800, lr:2.5e-05 ∣ avg_100 : 5.440248 ∣ l2loss : 5.447767 ∣ 
[  epoch 0014/0030] 2030/4800, lr:2.5e-05 ∣ avg_100 : 5.438919 ∣ l2loss : 5.334674 ∣ 
[  epoch 0014/0030] 2040/4800, lr:2.5e-05 ∣ avg_100 : 5.440661 ∣ l2loss : 5.344217 ∣ 
[  epoch 0014/0030] 2050/4800, lr:2.5e-05 ∣ avg_100 : 5.442981 ∣ l2loss : 5.479601 ∣ 
[  epoch 0014/0030] 2060/4800, lr:2.5e-05 ∣ avg_100 : 5.442108 ∣ l2loss : 5.414613 ∣ 
[  epoch 0014/0030] 2070/4800, lr:2.5e-05 ∣ avg_100 : 5.443687 ∣ l2loss : 5.470691 ∣ 
[  epoch 0014/0030] 2080/4800, lr:2.5e-05 ∣ avg_100 : 5.440120 ∣ l2loss : 5.235540 ∣ 
[  epoch 0014/0030] 2090/4800, lr:2.5e-05 ∣ avg_100 : 5.444733 ∣ l2loss : 5.539800 ∣ 
[  epoch 0014/0030] 2100/4800, lr:2.5e-05 ∣ avg_100 : 5.445044 ∣ l2loss : 5.459904 ∣ 
[  epoch 0014/0030] 2110/4800, lr:2.5e-05 ∣ avg_100 : 5.448263 ∣ l2loss : 5.452420 ∣ 
[  epoch 0014/0030] 2120/4800, lr:2.5e-05 ∣ avg_100 : 5.448165 ∣ l2loss : 5.437303 ∣ 
[  epoch 0014/0030] 2130/4800, lr:2.5e-05 ∣ avg_100 : 5.447765 ∣ l2loss : 5.486133 ∣ 
[  epoch 0014/0030] 2140/4800, lr:2.5e-05 ∣ avg_100 : 5.450226 ∣ l2loss : 5.639418 ∣ 
[  epoch 0014/0030] 2150/4800, lr:2.5e-05 ∣ avg_100 : 5.446271 ∣ l2loss : 5.310946 ∣ 
[  epoch 0014/0030] 2160/4800, lr:2.5e-05 ∣ avg_100 : 5.443776 ∣ l2loss : 5.358710 ∣ 
[  epoch 0014/0030] 2170/4800, lr:2.5e-05 ∣ avg_100 : 5.437776 ∣ l2loss : 5.124815 ∣ 
[  epoch 0014/0030] 2180/4800, lr:2.5e-05 ∣ avg_100 : 5.433263 ∣ l2loss : 5.323112 ∣ 
[  epoch 0014/0030] 2190/4800, lr:2.5e-05 ∣ avg_100 : 5.434663 ∣ l2loss : 5.370888 ∣ 
[  epoch 0014/0030] 2200/4800, lr:2.5e-05 ∣ avg_100 : 5.438925 ∣ l2loss : 5.528101 ∣ 
[  epoch 0014/0030] 2210/4800, lr:2.5e-05 ∣ avg_100 : 5.437882 ∣ l2loss : 5.567656 ∣ 
[  epoch 0014/0030] 2220/4800, lr:2.5e-05 ∣ avg_100 : 5.432031 ∣ l2loss : 5.023043 ∣ 
[  epoch 0014/0030] 2230/4800, lr:2.5e-05 ∣ avg_100 : 5.430977 ∣ l2loss : 5.331237 ∣ 
[  epoch 0014/0030] 2240/4800, lr:2.5e-05 ∣ avg_100 : 5.427100 ∣ l2loss : 5.239719 ∣ 
[  epoch 0014/0030] 2250/4800, lr:2.5e-05 ∣ avg_100 : 5.425524 ∣ l2loss : 5.250059 ∣ 
[  epoch 0014/0030] 2260/4800, lr:2.5e-05 ∣ avg_100 : 5.422095 ∣ l2loss : 5.294418 ∣ 
[  epoch 0014/0030] 2270/4800, lr:2.5e-05 ∣ avg_100 : 5.421332 ∣ l2loss : 5.522272 ∣ 
[  epoch 0014/0030] 2280/4800, lr:2.5e-05 ∣ avg_100 : 5.424391 ∣ l2loss : 5.595099 ∣ 
[  epoch 0014/0030] 2290/4800, lr:2.5e-05 ∣ avg_100 : 5.423381 ∣ l2loss : 5.281603 ∣ 
[  epoch 0014/0030] 2300/4800, lr:2.5e-05 ∣ avg_100 : 5.420420 ∣ l2loss : 5.576178 ∣ 
[  epoch 0014/0030] 2310/4800, lr:2.5e-05 ∣ avg_100 : 5.419065 ∣ l2loss : 5.513645 ∣ 
[  epoch 0014/0030] 2320/4800, lr:2.5e-05 ∣ avg_100 : 5.418027 ∣ l2loss : 5.526480 ∣ 
[  epoch 0014/0030] 2330/4800, lr:2.5e-05 ∣ avg_100 : 5.417475 ∣ l2loss : 5.443304 ∣ 
[  epoch 0014/0030] 2340/4800, lr:2.5e-05 ∣ avg_100 : 5.410909 ∣ l2loss : 5.086217 ∣ 
[  epoch 0014/0030] 2350/4800, lr:2.5e-05 ∣ avg_100 : 5.409381 ∣ l2loss : 5.485111 ∣ 
[  epoch 0014/0030] 2360/4800, lr:2.5e-05 ∣ avg_100 : 5.410225 ∣ l2loss : 5.345702 ∣ 
[  epoch 0014/0030] 2370/4800, lr:2.5e-05 ∣ avg_100 : 5.409961 ∣ l2loss : 5.325298 ∣ 
[  epoch 0014/0030] 2380/4800, lr:2.5e-05 ∣ avg_100 : 5.408738 ∣ l2loss : 5.416749 ∣ 
[  epoch 0014/0030] 2390/4800, lr:2.5e-05 ∣ avg_100 : 5.410561 ∣ l2loss : 5.365926 ∣ 
[  epoch 0014/0030] 2400/4800, lr:2.5e-05 ∣ avg_100 : 5.412571 ∣ l2loss : 5.501565 ∣ 
[  epoch 0014/0030] 2410/4800, lr:2.5e-05 ∣ avg_100 : 5.412505 ∣ l2loss : 5.362241 ∣ 
[  epoch 0014/0030] 2420/4800, lr:2.5e-05 ∣ avg_100 : 5.407231 ∣ l2loss : 5.152693 ∣ 
[  epoch 0014/0030] 2430/4800, lr:2.5e-05 ∣ avg_100 : 5.406987 ∣ l2loss : 5.466548 ∣ 
[  epoch 0014/0030] 2440/4800, lr:2.5e-05 ∣ avg_100 : 5.407809 ∣ l2loss : 5.499088 ∣ 
[  epoch 0014/0030] 2450/4800, lr:2.5e-05 ∣ avg_100 : 5.408467 ∣ l2loss : 5.464868 ∣ 
[  epoch 0014/0030] 2460/4800, lr:2.5e-05 ∣ avg_100 : 5.408330 ∣ l2loss : 5.519980 ∣ 
[  epoch 0014/0030] 2470/4800, lr:2.5e-05 ∣ avg_100 : 5.407922 ∣ l2loss : 5.414831 ∣ 
[  epoch 0014/0030] 2480/4800, lr:2.5e-05 ∣ avg_100 : 5.411890 ∣ l2loss : 5.514633 ∣ 
[  epoch 0014/0030] 2490/4800, lr:2.5e-05 ∣ avg_100 : 5.410239 ∣ l2loss : 5.124184 ∣ 
[  epoch 0014/0030] 2500/4800, lr:2.5e-05 ∣ avg_100 : 5.412798 ∣ l2loss : 5.422574 ∣ 
[  epoch 0014/0030] 2510/4800, lr:2.5e-05 ∣ avg_100 : 5.413039 ∣ l2loss : 5.395701 ∣ 
[  epoch 0014/0030] 2520/4800, lr:2.5e-05 ∣ avg_100 : 5.415035 ∣ l2loss : 5.459061 ∣ 
[  epoch 0014/0030] 2530/4800, lr:2.5e-05 ∣ avg_100 : 5.416782 ∣ l2loss : 5.573345 ∣ 
[  epoch 0014/0030] 2540/4800, lr:2.5e-05 ∣ avg_100 : 5.411703 ∣ l2loss : 5.261085 ∣ 
[  epoch 0014/0030] 2550/4800, lr:2.5e-05 ∣ avg_100 : 5.412509 ∣ l2loss : 5.595452 ∣ 
[  epoch 0014/0030] 2560/4800, lr:2.5e-05 ∣ avg_100 : 5.411940 ∣ l2loss : 5.380598 ∣ 
[  epoch 0014/0030] 2570/4800, lr:2.5e-05 ∣ avg_100 : 5.414243 ∣ l2loss : 5.662663 ∣ 
[  epoch 0014/0030] 2580/4800, lr:2.5e-05 ∣ avg_100 : 5.413747 ∣ l2loss : 5.267399 ∣ 
[  epoch 0014/0030] 2590/4800, lr:2.5e-05 ∣ avg_100 : 5.413042 ∣ l2loss : 5.344669 ∣ 
[  epoch 0014/0030] 2600/4800, lr:2.5e-05 ∣ avg_100 : 5.412052 ∣ l2loss : 5.381835 ∣ 
[  epoch 0014/0030] 2610/4800, lr:2.5e-05 ∣ avg_100 : 5.412754 ∣ l2loss : 5.352860 ∣ 
[  epoch 0014/0030] 2620/4800, lr:2.5e-05 ∣ avg_100 : 5.411909 ∣ l2loss : 5.508968 ∣ 
[  epoch 0014/0030] 2630/4800, lr:2.5e-05 ∣ avg_100 : 5.408880 ∣ l2loss : 5.227742 ∣ 
[  epoch 0014/0030] 2640/4800, lr:2.5e-05 ∣ avg_100 : 5.411482 ∣ l2loss : 5.515595 ∣ 
[  epoch 0014/0030] 2650/4800, lr:2.5e-05 ∣ avg_100 : 5.409462 ∣ l2loss : 5.319821 ∣ 
[  epoch 0014/0030] 2660/4800, lr:2.5e-05 ∣ avg_100 : 5.408592 ∣ l2loss : 5.355112 ∣ 
[  epoch 0014/0030] 2670/4800, lr:2.5e-05 ∣ avg_100 : 5.407179 ∣ l2loss : 5.147030 ∣ 
[  epoch 0014/0030] 2680/4800, lr:2.5e-05 ∣ avg_100 : 5.409265 ∣ l2loss : 5.645874 ∣ 
[  epoch 0014/0030] 2690/4800, lr:2.5e-05 ∣ avg_100 : 5.412267 ∣ l2loss : 5.680249 ∣ 
[  epoch 0014/0030] 2700/4800, lr:2.5e-05 ∣ avg_100 : 5.410243 ∣ l2loss : 5.273875 ∣ 
[  epoch 0014/0030] 2710/4800, lr:2.5e-05 ∣ avg_100 : 5.408895 ∣ l2loss : 5.272069 ∣ 
[  epoch 0014/0030] 2720/4800, lr:2.5e-05 ∣ avg_100 : 5.406024 ∣ l2loss : 5.180330 ∣ 
[  epoch 0014/0030] 2730/4800, lr:2.5e-05 ∣ avg_100 : 5.407800 ∣ l2loss : 5.479973 ∣ 
[  epoch 0014/0030] 2740/4800, lr:2.5e-05 ∣ avg_100 : 5.405837 ∣ l2loss : 5.274055 ∣ 
[  epoch 0014/0030] 2750/4800, lr:2.5e-05 ∣ avg_100 : 5.403979 ∣ l2loss : 5.403427 ∣ 
[  epoch 0014/0030] 2760/4800, lr:2.5e-05 ∣ avg_100 : 5.402652 ∣ l2loss : 5.173395 ∣ 
[  epoch 0014/0030] 2770/4800, lr:2.5e-05 ∣ avg_100 : 5.402129 ∣ l2loss : 5.431348 ∣ 
[  epoch 0014/0030] 2780/4800, lr:2.5e-05 ∣ avg_100 : 5.404706 ∣ l2loss : 5.444170 ∣ 
[  epoch 0014/0030] 2790/4800, lr:2.5e-05 ∣ avg_100 : 5.403155 ∣ l2loss : 5.436062 ∣ 
[  epoch 0014/0030] 2800/4800, lr:2.5e-05 ∣ avg_100 : 5.402097 ∣ l2loss : 5.332266 ∣ 
[  epoch 0014/0030] 2810/4800, lr:2.5e-05 ∣ avg_100 : 5.402002 ∣ l2loss : 5.365299 ∣ 
[  epoch 0014/0030] 2820/4800, lr:2.5e-05 ∣ avg_100 : 5.405219 ∣ l2loss : 5.478734 ∣ 
[  epoch 0014/0030] 2830/4800, lr:2.5e-05 ∣ avg_100 : 5.403122 ∣ l2loss : 5.176579 ∣ 
[  epoch 0014/0030] 2840/4800, lr:2.5e-05 ∣ avg_100 : 5.403405 ∣ l2loss : 5.424348 ∣ 
[  epoch 0014/0030] 2850/4800, lr:2.5e-05 ∣ avg_100 : 5.401254 ∣ l2loss : 5.206315 ∣ 
[  epoch 0014/0030] 2860/4800, lr:2.5e-05 ∣ avg_100 : 5.400020 ∣ l2loss : 5.189454 ∣ 
[  epoch 0014/0030] 2870/4800, lr:2.5e-05 ∣ avg_100 : 5.400054 ∣ l2loss : 5.440642 ∣ 
[  epoch 0014/0030] 2880/4800, lr:2.5e-05 ∣ avg_100 : 5.403952 ∣ l2loss : 5.570201 ∣ 
[  epoch 0014/0030] 2890/4800, lr:2.5e-05 ∣ avg_100 : 5.401837 ∣ l2loss : 5.512152 ∣ 
[  epoch 0014/0030] 2900/4800, lr:2.5e-05 ∣ avg_100 : 5.401016 ∣ l2loss : 5.268096 ∣ 
[  epoch 0014/0030] 2910/4800, lr:2.5e-05 ∣ avg_100 : 5.396304 ∣ l2loss : 5.423542 ∣ 
[  epoch 0014/0030] 2920/4800, lr:2.5e-05 ∣ avg_100 : 5.397397 ∣ l2loss : 5.404614 ∣ 
[  epoch 0014/0030] 2930/4800, lr:2.5e-05 ∣ avg_100 : 5.398967 ∣ l2loss : 5.437578 ∣ 
[  epoch 0014/0030] 2940/4800, lr:2.5e-05 ∣ avg_100 : 5.400058 ∣ l2loss : 5.647210 ∣ 
[  epoch 0014/0030] 2950/4800, lr:2.5e-05 ∣ avg_100 : 5.403055 ∣ l2loss : 5.603713 ∣ 
[  epoch 0014/0030] 2960/4800, lr:2.5e-05 ∣ avg_100 : 5.403779 ∣ l2loss : 5.714258 ∣ 
[  epoch 0014/0030] 2970/4800, lr:2.5e-05 ∣ avg_100 : 5.403746 ∣ l2loss : 5.520957 ∣ 
[  epoch 0014/0030] 2980/4800, lr:2.5e-05 ∣ avg_100 : 5.402800 ∣ l2loss : 5.500614 ∣ 
[  epoch 0014/0030] 2990/4800, lr:2.5e-05 ∣ avg_100 : 5.403541 ∣ l2loss : 5.425126 ∣ 
[  epoch 0014/0030] 3000/4800, lr:2.5e-05 ∣ avg_100 : 5.402700 ∣ l2loss : 5.447109 ∣ 
[  epoch 0014/0030] 3010/4800, lr:2.5e-05 ∣ avg_100 : 5.404188 ∣ l2loss : 5.494681 ∣ 
[  epoch 0014/0030] 3020/4800, lr:2.5e-05 ∣ avg_100 : 5.404692 ∣ l2loss : 5.498099 ∣ 
[  epoch 0014/0030] 3030/4800, lr:2.5e-05 ∣ avg_100 : 5.402346 ∣ l2loss : 5.100151 ∣ 
[  epoch 0014/0030] 3040/4800, lr:2.5e-05 ∣ avg_100 : 5.405319 ∣ l2loss : 5.641437 ∣ 
[  epoch 0014/0030] 3050/4800, lr:2.5e-05 ∣ avg_100 : 5.407367 ∣ l2loss : 5.684455 ∣ 
[  epoch 0014/0030] 3060/4800, lr:2.5e-05 ∣ avg_100 : 5.407397 ∣ l2loss : 5.417611 ∣ 
[  epoch 0014/0030] 3070/4800, lr:2.5e-05 ∣ avg_100 : 5.406927 ∣ l2loss : 5.423660 ∣ 
[  epoch 0014/0030] 3080/4800, lr:2.5e-05 ∣ avg_100 : 5.410000 ∣ l2loss : 5.542863 ∣ 
[  epoch 0014/0030] 3090/4800, lr:2.5e-05 ∣ avg_100 : 5.409656 ∣ l2loss : 5.505372 ∣ 
[  epoch 0014/0030] 3100/4800, lr:2.5e-05 ∣ avg_100 : 5.407486 ∣ l2loss : 5.242908 ∣ 
[  epoch 0014/0030] 3110/4800, lr:2.5e-05 ∣ avg_100 : 5.405580 ∣ l2loss : 5.261827 ∣ 
[  epoch 0014/0030] 3120/4800, lr:2.5e-05 ∣ avg_100 : 5.405595 ∣ l2loss : 5.438781 ∣ 
[  epoch 0014/0030] 3130/4800, lr:2.5e-05 ∣ avg_100 : 5.404868 ∣ l2loss : 5.413494 ∣ 
[  epoch 0014/0030] 3140/4800, lr:2.5e-05 ∣ avg_100 : 5.401981 ∣ l2loss : 5.350660 ∣ 
[  epoch 0014/0030] 3150/4800, lr:2.5e-05 ∣ avg_100 : 5.402012 ∣ l2loss : 5.314089 ∣ 
[  epoch 0014/0030] 3160/4800, lr:2.5e-05 ∣ avg_100 : 5.401158 ∣ l2loss : 5.273325 ∣ 
[  epoch 0014/0030] 3170/4800, lr:2.5e-05 ∣ avg_100 : 5.401888 ∣ l2loss : 5.197794 ∣ 
[  epoch 0014/0030] 3180/4800, lr:2.5e-05 ∣ avg_100 : 5.404904 ∣ l2loss : 5.624735 ∣ 
[  epoch 0014/0030] 3190/4800, lr:2.5e-05 ∣ avg_100 : 5.407418 ∣ l2loss : 5.622245 ∣ 
[  epoch 0014/0030] 3200/4800, lr:2.5e-05 ∣ avg_100 : 5.406577 ∣ l2loss : 5.444059 ∣ 
[  epoch 0014/0030] 3210/4800, lr:2.5e-05 ∣ avg_100 : 5.402805 ∣ l2loss : 5.190386 ∣ 
[  epoch 0014/0030] 3220/4800, lr:2.5e-05 ∣ avg_100 : 5.402417 ∣ l2loss : 4.984245 ∣ 
[  epoch 0014/0030] 3230/4800, lr:2.5e-05 ∣ avg_100 : 5.402257 ∣ l2loss : 5.315308 ∣ 
[  epoch 0014/0030] 3240/4800, lr:2.5e-05 ∣ avg_100 : 5.403916 ∣ l2loss : 5.405628 ∣ 
[  epoch 0014/0030] 3250/4800, lr:2.5e-05 ∣ avg_100 : 5.404995 ∣ l2loss : 5.357890 ∣ 
[  epoch 0014/0030] 3260/4800, lr:2.5e-05 ∣ avg_100 : 5.405869 ∣ l2loss : 5.381805 ∣ 
[  epoch 0014/0030] 3270/4800, lr:2.5e-05 ∣ avg_100 : 5.402915 ∣ l2loss : 5.226944 ∣ 
[  epoch 0014/0030] 3280/4800, lr:2.5e-05 ∣ avg_100 : 5.399797 ∣ l2loss : 5.283249 ∣ 
[  epoch 0014/0030] 3290/4800, lr:2.5e-05 ∣ avg_100 : 5.399654 ∣ l2loss : 5.267336 ∣ 
[  epoch 0014/0030] 3300/4800, lr:2.5e-05 ∣ avg_100 : 5.399113 ∣ l2loss : 5.522063 ∣ 
[  epoch 0014/0030] 3310/4800, lr:2.5e-05 ∣ avg_100 : 5.397178 ∣ l2loss : 5.320135 ∣ 
[  epoch 0014/0030] 3320/4800, lr:2.5e-05 ∣ avg_100 : 5.395636 ∣ l2loss : 5.372266 ∣ 
[  epoch 0014/0030] 3330/4800, lr:2.5e-05 ∣ avg_100 : 5.393892 ∣ l2loss : 5.268896 ∣ 
[  epoch 0014/0030] 3340/4800, lr:2.5e-05 ∣ avg_100 : 5.399083 ∣ l2loss : 5.605329 ∣ 
[  epoch 0014/0030] 3350/4800, lr:2.5e-05 ∣ avg_100 : 5.398333 ∣ l2loss : 5.410164 ∣ 
[  epoch 0014/0030] 3360/4800, lr:2.5e-05 ∣ avg_100 : 5.397957 ∣ l2loss : 5.308058 ∣ 
[  epoch 0014/0030] 3370/4800, lr:2.5e-05 ∣ avg_100 : 5.400149 ∣ l2loss : 5.544479 ∣ 
[  epoch 0014/0030] 3380/4800, lr:2.5e-05 ∣ avg_100 : 5.398632 ∣ l2loss : 5.265103 ∣ 
[  epoch 0014/0030] 3390/4800, lr:2.5e-05 ∣ avg_100 : 5.398500 ∣ l2loss : 5.352651 ∣ 
[  epoch 0014/0030] 3400/4800, lr:2.5e-05 ∣ avg_100 : 5.395582 ∣ l2loss : 5.209833 ∣ 
[  epoch 0014/0030] 3410/4800, lr:2.5e-05 ∣ avg_100 : 5.398364 ∣ l2loss : 5.640455 ∣ 
[  epoch 0014/0030] 3420/4800, lr:2.5e-05 ∣ avg_100 : 5.402511 ∣ l2loss : 5.567375 ∣ 
[  epoch 0014/0030] 3430/4800, lr:2.5e-05 ∣ avg_100 : 5.400123 ∣ l2loss : 5.227742 ∣ 
[  epoch 0014/0030] 3440/4800, lr:2.5e-05 ∣ avg_100 : 5.399122 ∣ l2loss : 5.398962 ∣ 
[  epoch 0014/0030] 3450/4800, lr:2.5e-05 ∣ avg_100 : 5.398599 ∣ l2loss : 5.412588 ∣ 
[  epoch 0014/0030] 3460/4800, lr:2.5e-05 ∣ avg_100 : 5.395894 ∣ l2loss : 5.249449 ∣ 
[  epoch 0014/0030] 3470/4800, lr:2.5e-05 ∣ avg_100 : 5.396345 ∣ l2loss : 5.459934 ∣ 
[  epoch 0014/0030] 3480/4800, lr:2.5e-05 ∣ avg_100 : 5.395331 ∣ l2loss : 5.413252 ∣ 
[  epoch 0014/0030] 3490/4800, lr:2.5e-05 ∣ avg_100 : 5.396868 ∣ l2loss : 5.277907 ∣ 
[  epoch 0014/0030] 3500/4800, lr:2.5e-05 ∣ avg_100 : 5.395138 ∣ l2loss : 5.249596 ∣ 
[  epoch 0014/0030] 3510/4800, lr:2.5e-05 ∣ avg_100 : 5.395845 ∣ l2loss : 5.466332 ∣ 
[  epoch 0014/0030] 3520/4800, lr:2.5e-05 ∣ avg_100 : 5.392761 ∣ l2loss : 5.150663 ∣ 
[  epoch 0014/0030] 3530/4800, lr:2.5e-05 ∣ avg_100 : 5.389736 ∣ l2loss : 5.270864 ∣ 
[  epoch 0014/0030] 3540/4800, lr:2.5e-05 ∣ avg_100 : 5.388980 ∣ l2loss : 5.185528 ∣ 
[  epoch 0014/0030] 3550/4800, lr:2.5e-05 ∣ avg_100 : 5.389032 ∣ l2loss : 5.600639 ∣ 
[  epoch 0014/0030] 3560/4800, lr:2.5e-05 ∣ avg_100 : 5.388220 ∣ l2loss : 5.299353 ∣ 
[  epoch 0014/0030] 3570/4800, lr:2.5e-05 ∣ avg_100 : 5.384749 ∣ l2loss : 5.315604 ∣ 
[  epoch 0014/0030] 3580/4800, lr:2.5e-05 ∣ avg_100 : 5.384550 ∣ l2loss : 5.247466 ∣ 
[  epoch 0014/0030] 3590/4800, lr:2.5e-05 ∣ avg_100 : 5.384326 ∣ l2loss : 5.322239 ∣ 
[  epoch 0014/0030] 3600/4800, lr:2.5e-05 ∣ avg_100 : 5.384652 ∣ l2loss : 5.414520 ∣ 
[  epoch 0014/0030] 3610/4800, lr:2.5e-05 ∣ avg_100 : 5.387550 ∣ l2loss : 5.642603 ∣ 
[  epoch 0014/0030] 3620/4800, lr:2.5e-05 ∣ avg_100 : 5.388211 ∣ l2loss : 5.575109 ∣ 
[  epoch 0014/0030] 3630/4800, lr:2.5e-05 ∣ avg_100 : 5.387567 ∣ l2loss : 5.163343 ∣ 
[  epoch 0014/0030] 3640/4800, lr:2.5e-05 ∣ avg_100 : 5.388109 ∣ l2loss : 5.569733 ∣ 
[  epoch 0014/0030] 3650/4800, lr:2.5e-05 ∣ avg_100 : 5.389792 ∣ l2loss : 5.488195 ∣ 
[  epoch 0014/0030] 3660/4800, lr:2.5e-05 ∣ avg_100 : 5.390196 ∣ l2loss : 5.395472 ∣ 
[  epoch 0014/0030] 3670/4800, lr:2.5e-05 ∣ avg_100 : 5.393395 ∣ l2loss : 5.466922 ∣ 
[  epoch 0014/0030] 3680/4800, lr:2.5e-05 ∣ avg_100 : 5.391020 ∣ l2loss : 5.408364 ∣ 
[  epoch 0014/0030] 3690/4800, lr:2.5e-05 ∣ avg_100 : 5.387191 ∣ l2loss : 5.297320 ∣ 
[  epoch 0014/0030] 3700/4800, lr:2.5e-05 ∣ avg_100 : 5.386585 ∣ l2loss : 5.213342 ∣ 
[  epoch 0014/0030] 3710/4800, lr:2.5e-05 ∣ avg_100 : 5.389921 ∣ l2loss : 5.605627 ∣ 
[  epoch 0014/0030] 3720/4800, lr:2.5e-05 ∣ avg_100 : 5.391754 ∣ l2loss : 5.363681 ∣ 
[  epoch 0014/0030] 3730/4800, lr:2.5e-05 ∣ avg_100 : 5.390539 ∣ l2loss : 5.358468 ∣ 
[  epoch 0014/0030] 3740/4800, lr:2.5e-05 ∣ avg_100 : 5.388565 ∣ l2loss : 5.076653 ∣ 
[  epoch 0014/0030] 3750/4800, lr:2.5e-05 ∣ avg_100 : 5.390309 ∣ l2loss : 5.577763 ∣ 
[  epoch 0014/0030] 3760/4800, lr:2.5e-05 ∣ avg_100 : 5.393978 ∣ l2loss : 5.540316 ∣ 
[  epoch 0014/0030] 3770/4800, lr:2.5e-05 ∣ avg_100 : 5.392098 ∣ l2loss : 5.243369 ∣ 
[  epoch 0014/0030] 3780/4800, lr:2.5e-05 ∣ avg_100 : 5.391383 ∣ l2loss : 5.372701 ∣ 
[  epoch 0014/0030] 3790/4800, lr:2.5e-05 ∣ avg_100 : 5.392782 ∣ l2loss : 5.575901 ∣ 
[  epoch 0014/0030] 3800/4800, lr:2.5e-05 ∣ avg_100 : 5.395124 ∣ l2loss : 5.566527 ∣ 
[  epoch 0014/0030] 3810/4800, lr:2.5e-05 ∣ avg_100 : 5.394987 ∣ l2loss : 5.351566 ∣ 
[  epoch 0014/0030] 3820/4800, lr:2.5e-05 ∣ avg_100 : 5.397284 ∣ l2loss : 5.708399 ∣ 
[  epoch 0014/0030] 3830/4800, lr:2.5e-05 ∣ avg_100 : 5.398701 ∣ l2loss : 5.318323 ∣ 
[  epoch 0014/0030] 3840/4800, lr:2.5e-05 ∣ avg_100 : 5.397666 ∣ l2loss : 5.320816 ∣ 
[  epoch 0014/0030] 3850/4800, lr:2.5e-05 ∣ avg_100 : 5.400252 ∣ l2loss : 5.464919 ∣ 
[  epoch 0014/0030] 3860/4800, lr:2.5e-05 ∣ avg_100 : 5.401800 ∣ l2loss : 5.344238 ∣ 
[  epoch 0014/0030] 3870/4800, lr:2.5e-05 ∣ avg_100 : 5.400918 ∣ l2loss : 5.352496 ∣ 
[  epoch 0014/0030] 3880/4800, lr:2.5e-05 ∣ avg_100 : 5.396060 ∣ l2loss : 5.084404 ∣ 
[  epoch 0014/0030] 3890/4800, lr:2.5e-05 ∣ avg_100 : 5.394594 ∣ l2loss : 5.365580 ∣ 
[  epoch 0014/0030] 3900/4800, lr:2.5e-05 ∣ avg_100 : 5.394934 ∣ l2loss : 5.302086 ∣ 
[  epoch 0014/0030] 3910/4800, lr:2.5e-05 ∣ avg_100 : 5.391698 ∣ l2loss : 5.099940 ∣ 
[  epoch 0014/0030] 3920/4800, lr:2.5e-05 ∣ avg_100 : 5.389417 ∣ l2loss : 5.176489 ∣ 
[  epoch 0014/0030] 3930/4800, lr:2.5e-05 ∣ avg_100 : 5.388875 ∣ l2loss : 5.383360 ∣ 
[  epoch 0014/0030] 3940/4800, lr:2.5e-05 ∣ avg_100 : 5.387750 ∣ l2loss : 5.534765 ∣ 
[  epoch 0014/0030] 3950/4800, lr:2.5e-05 ∣ avg_100 : 5.384665 ∣ l2loss : 5.295126 ∣ 
[  epoch 0014/0030] 3960/4800, lr:2.5e-05 ∣ avg_100 : 5.378115 ∣ l2loss : 5.059346 ∣ 
[  epoch 0014/0030] 3970/4800, lr:2.5e-05 ∣ avg_100 : 5.378765 ∣ l2loss : 5.585955 ∣ 
[  epoch 0014/0030] 3980/4800, lr:2.5e-05 ∣ avg_100 : 5.374955 ∣ l2loss : 5.119543 ∣ 
[  epoch 0014/0030] 3990/4800, lr:2.5e-05 ∣ avg_100 : 5.373872 ∣ l2loss : 5.316891 ∣ 
[  epoch 0014/0030] 4000/4800, lr:2.5e-05 ∣ avg_100 : 5.370656 ∣ l2loss : 5.125434 ∣ 
[  epoch 0014/0030] 4010/4800, lr:2.5e-05 ∣ avg_100 : 5.370228 ∣ l2loss : 5.451866 ∣ 
[  epoch 0014/0030] 4020/4800, lr:2.5e-05 ∣ avg_100 : 5.368215 ∣ l2loss : 5.296863 ∣ 
[  epoch 0014/0030] 4030/4800, lr:2.5e-05 ∣ avg_100 : 5.370169 ∣ l2loss : 5.295496 ∣ 
[  epoch 0014/0030] 4040/4800, lr:2.5e-05 ∣ avg_100 : 5.368029 ∣ l2loss : 5.427480 ∣ 
[  epoch 0014/0030] 4050/4800, lr:2.5e-05 ∣ avg_100 : 5.366022 ∣ l2loss : 5.483769 ∣ 
[  epoch 0014/0030] 4060/4800, lr:2.5e-05 ∣ avg_100 : 5.366426 ∣ l2loss : 5.457994 ∣ 
[  epoch 0014/0030] 4070/4800, lr:2.5e-05 ∣ avg_100 : 5.367031 ∣ l2loss : 5.484147 ∣ 
[  epoch 0014/0030] 4080/4800, lr:2.5e-05 ∣ avg_100 : 5.365432 ∣ l2loss : 5.382950 ∣ 
[  epoch 0014/0030] 4090/4800, lr:2.5e-05 ∣ avg_100 : 5.364318 ∣ l2loss : 5.393983 ∣ 
[  epoch 0014/0030] 4100/4800, lr:2.5e-05 ∣ avg_100 : 5.364986 ∣ l2loss : 5.309699 ∣ 
[  epoch 0014/0030] 4110/4800, lr:2.5e-05 ∣ avg_100 : 5.367391 ∣ l2loss : 5.502341 ∣ 
[  epoch 0014/0030] 4120/4800, lr:2.5e-05 ∣ avg_100 : 5.365159 ∣ l2loss : 5.215599 ∣ 
[  epoch 0014/0030] 4130/4800, lr:2.5e-05 ∣ avg_100 : 5.363555 ∣ l2loss : 5.253067 ∣ 
[  epoch 0014/0030] 4140/4800, lr:2.5e-05 ∣ avg_100 : 5.363155 ∣ l2loss : 5.310683 ∣ 
[  epoch 0014/0030] 4150/4800, lr:2.5e-05 ∣ avg_100 : 5.364407 ∣ l2loss : 5.439322 ∣ 
[  epoch 0014/0030] 4160/4800, lr:2.5e-05 ∣ avg_100 : 5.364400 ∣ l2loss : 5.272575 ∣ 
[  epoch 0014/0030] 4170/4800, lr:2.5e-05 ∣ avg_100 : 5.366583 ∣ l2loss : 5.416150 ∣ 
[  epoch 0014/0030] 4180/4800, lr:2.5e-05 ∣ avg_100 : 5.363382 ∣ l2loss : 5.304600 ∣ 
[  epoch 0014/0030] 4190/4800, lr:2.5e-05 ∣ avg_100 : 5.362134 ∣ l2loss : 5.497431 ∣ 
[  epoch 0014/0030] 4200/4800, lr:2.5e-05 ∣ avg_100 : 5.358769 ∣ l2loss : 5.107586 ∣ 
[  epoch 0014/0030] 4210/4800, lr:2.5e-05 ∣ avg_100 : 5.364308 ∣ l2loss : 5.744248 ∣ 
[  epoch 0014/0030] 4220/4800, lr:2.5e-05 ∣ avg_100 : 5.366108 ∣ l2loss : 5.164262 ∣ 
[  epoch 0014/0030] 4230/4800, lr:2.5e-05 ∣ avg_100 : 5.367118 ∣ l2loss : 5.416272 ∣ 
[  epoch 0014/0030] 4240/4800, lr:2.5e-05 ∣ avg_100 : 5.368751 ∣ l2loss : 5.569009 ∣ 
[  epoch 0014/0030] 4250/4800, lr:2.5e-05 ∣ avg_100 : 5.366179 ∣ l2loss : 5.100668 ∣ 
[  epoch 0014/0030] 4260/4800, lr:2.5e-05 ∣ avg_100 : 5.367070 ∣ l2loss : 5.470906 ∣ 
[  epoch 0014/0030] 4270/4800, lr:2.5e-05 ∣ avg_100 : 5.370489 ∣ l2loss : 5.568783 ∣ 
[  epoch 0014/0030] 4280/4800, lr:2.5e-05 ∣ avg_100 : 5.371675 ∣ l2loss : 5.401882 ∣ 
[  epoch 0014/0030] 4290/4800, lr:2.5e-05 ∣ avg_100 : 5.373220 ∣ l2loss : 5.421885 ∣ 
[  epoch 0014/0030] 4300/4800, lr:2.5e-05 ∣ avg_100 : 5.374558 ∣ l2loss : 5.655809 ∣ 
[  epoch 0014/0030] 4310/4800, lr:2.5e-05 ∣ avg_100 : 5.372728 ∣ l2loss : 5.137159 ∣ 
[  epoch 0014/0030] 4320/4800, lr:2.5e-05 ∣ avg_100 : 5.373389 ∣ l2loss : 5.438400 ∣ 
[  epoch 0014/0030] 4330/4800, lr:2.5e-05 ∣ avg_100 : 5.375891 ∣ l2loss : 5.519048 ∣ 
[  epoch 0014/0030] 4340/4800, lr:2.5e-05 ∣ avg_100 : 5.374462 ∣ l2loss : 5.462451 ∣ 
[  epoch 0014/0030] 4350/4800, lr:2.5e-05 ∣ avg_100 : 5.375394 ∣ l2loss : 5.503360 ∣ 
[  epoch 0014/0030] 4360/4800, lr:2.5e-05 ∣ avg_100 : 5.377878 ∣ l2loss : 5.556453 ∣ 
[  epoch 0014/0030] 4370/4800, lr:2.5e-05 ∣ avg_100 : 5.376942 ∣ l2loss : 5.450845 ∣ 
[  epoch 0014/0030] 4380/4800, lr:2.5e-05 ∣ avg_100 : 5.378144 ∣ l2loss : 5.385309 ∣ 
[  epoch 0014/0030] 4390/4800, lr:2.5e-05 ∣ avg_100 : 5.377733 ∣ l2loss : 5.311613 ∣ 
[  epoch 0014/0030] 4400/4800, lr:2.5e-05 ∣ avg_100 : 5.378962 ∣ l2loss : 5.332730 ∣ 
[  epoch 0014/0030] 4410/4800, lr:2.5e-05 ∣ avg_100 : 5.375186 ∣ l2loss : 5.262802 ∣ 
[  epoch 0014/0030] 4420/4800, lr:2.5e-05 ∣ avg_100 : 5.375682 ∣ l2loss : 5.616965 ∣ 
[  epoch 0014/0030] 4430/4800, lr:2.5e-05 ∣ avg_100 : 5.376218 ∣ l2loss : 5.281376 ∣ 
[  epoch 0014/0030] 4440/4800, lr:2.5e-05 ∣ avg_100 : 5.376218 ∣ l2loss : 5.398977 ∣ 
[  epoch 0014/0030] 4450/4800, lr:2.5e-05 ∣ avg_100 : 5.374957 ∣ l2loss : 5.286426 ∣ 
[  epoch 0014/0030] 4460/4800, lr:2.5e-05 ∣ avg_100 : 5.375548 ∣ l2loss : 5.308567 ∣ 
[  epoch 0014/0030] 4470/4800, lr:2.5e-05 ∣ avg_100 : 5.371845 ∣ l2loss : 5.089625 ∣ 
[  epoch 0014/0030] 4480/4800, lr:2.5e-05 ∣ avg_100 : 5.370545 ∣ l2loss : 5.283264 ∣ 
[  epoch 0014/0030] 4490/4800, lr:2.5e-05 ∣ avg_100 : 5.368561 ∣ l2loss : 5.079495 ∣ 
[  epoch 0014/0030] 4500/4800, lr:2.5e-05 ∣ avg_100 : 5.368937 ∣ l2loss : 5.287261 ∣ 
[  epoch 0014/0030] 4510/4800, lr:2.5e-05 ∣ avg_100 : 5.365962 ∣ l2loss : 5.168804 ∣ 
[  epoch 0014/0030] 4520/4800, lr:2.5e-05 ∣ avg_100 : 5.367980 ∣ l2loss : 5.352488 ∣ 
[  epoch 0014/0030] 4530/4800, lr:2.5e-05 ∣ avg_100 : 5.370648 ∣ l2loss : 5.537658 ∣ 
[  epoch 0014/0030] 4540/4800, lr:2.5e-05 ∣ avg_100 : 5.369287 ∣ l2loss : 5.049350 ∣ 
[  epoch 0014/0030] 4550/4800, lr:2.5e-05 ∣ avg_100 : 5.367861 ∣ l2loss : 5.458101 ∣ 
[  epoch 0014/0030] 4560/4800, lr:2.5e-05 ∣ avg_100 : 5.370044 ∣ l2loss : 5.517640 ∣ 
[  epoch 0014/0030] 4570/4800, lr:2.5e-05 ∣ avg_100 : 5.371852 ∣ l2loss : 5.496429 ∣ 
[  epoch 0014/0030] 4580/4800, lr:2.5e-05 ∣ avg_100 : 5.371474 ∣ l2loss : 5.209607 ∣ 
[  epoch 0014/0030] 4590/4800, lr:2.5e-05 ∣ avg_100 : 5.372634 ∣ l2loss : 5.438283 ∣ 
[  epoch 0014/0030] 4600/4800, lr:2.5e-05 ∣ avg_100 : 5.372037 ∣ l2loss : 5.354795 ∣ 
[  epoch 0014/0030] 4610/4800, lr:2.5e-05 ∣ avg_100 : 5.374165 ∣ l2loss : 5.855371 ∣ 
[  epoch 0014/0030] 4620/4800, lr:2.5e-05 ∣ avg_100 : 5.372526 ∣ l2loss : 5.411220 ∣ 
[  epoch 0014/0030] 4630/4800, lr:2.5e-05 ∣ avg_100 : 5.374586 ∣ l2loss : 5.369329 ∣ 
[  epoch 0014/0030] 4640/4800, lr:2.5e-05 ∣ avg_100 : 5.371442 ∣ l2loss : 5.255334 ∣ 
[  epoch 0014/0030] 4650/4800, lr:2.5e-05 ∣ avg_100 : 5.372126 ∣ l2loss : 5.556679 ∣ 
[  epoch 0014/0030] 4660/4800, lr:2.5e-05 ∣ avg_100 : 5.373087 ∣ l2loss : 5.491540 ∣ 
[  epoch 0014/0030] 4670/4800, lr:2.5e-05 ∣ avg_100 : 5.371929 ∣ l2loss : 5.351092 ∣ 
[  epoch 0014/0030] 4680/4800, lr:2.5e-05 ∣ avg_100 : 5.372610 ∣ l2loss : 5.476453 ∣ 
[  epoch 0014/0030] 4690/4800, lr:2.5e-05 ∣ avg_100 : 5.373151 ∣ l2loss : 5.351481 ∣ 
[  epoch 0014/0030] 4700/4800, lr:2.5e-05 ∣ avg_100 : 5.377810 ∣ l2loss : 5.679169 ∣ 
[  epoch 0014/0030] 4710/4800, lr:2.5e-05 ∣ avg_100 : 5.375476 ∣ l2loss : 5.372258 ∣ 
[  epoch 0014/0030] 4720/4800, lr:2.5e-05 ∣ avg_100 : 5.376153 ∣ l2loss : 5.431411 ∣ 
[  epoch 0014/0030] 4730/4800, lr:2.5e-05 ∣ avg_100 : 5.377488 ∣ l2loss : 5.491937 ∣ 
[  epoch 0014/0030] 4740/4800, lr:2.5e-05 ∣ avg_100 : 5.379687 ∣ l2loss : 5.296535 ∣ 
[  epoch 0014/0030] 4750/4800, lr:2.5e-05 ∣ avg_100 : 5.376632 ∣ l2loss : 5.272281 ∣ 
[  epoch 0014/0030] 4760/4800, lr:2.5e-05 ∣ avg_100 : 5.375806 ∣ l2loss : 5.457693 ∣ 
[  epoch 0014/0030] 4770/4800, lr:2.5e-05 ∣ avg_100 : 5.377806 ∣ l2loss : 5.443449 ∣ 
[  epoch 0014/0030] 4780/4800, lr:2.5e-05 ∣ avg_100 : 5.380878 ∣ l2loss : 5.679888 ∣ 
[  epoch 0014/0030] 4790/4800, lr:2.5e-05 ∣ avg_100 : 5.379481 ∣ l2loss : 5.436158 ∣ 
[  epoch 0014/0030] 4800/4800, lr:2.5e-05 ∣ avg_100 : 5.375485 ∣ l2loss : 5.166896 ∣ 
[    val 014    ] Done! PSNR : 36.37 dB, SSIM : 0.923 total: 23:10:50                   
[  epoch 0015/0030] 0010/4800, lr:2.5e-05 ∣ avg_100 : 5.374990 ∣ l2loss : 5.302091 ∣ 
[  epoch 0015/0030] 0020/4800, lr:2.5e-05 ∣ avg_100 : 5.372057 ∣ l2loss : 5.415091 ∣ 
[  epoch 0015/0030] 0030/4800, lr:2.5e-05 ∣ avg_100 : 5.370228 ∣ l2loss : 5.135469 ∣ 
[  epoch 0015/0030] 0040/4800, lr:2.5e-05 ∣ avg_100 : 5.371242 ∣ l2loss : 5.422157 ∣ 
[  epoch 0015/0030] 0050/4800, lr:2.5e-05 ∣ avg_100 : 5.368347 ∣ l2loss : 5.175498 ∣ 
[  epoch 0015/0030] 0060/4800, lr:2.5e-05 ∣ avg_100 : 5.370952 ∣ l2loss : 5.604740 ∣ 
[  epoch 0015/0030] 0070/4800, lr:2.5e-05 ∣ avg_100 : 5.371484 ∣ l2loss : 5.405666 ∣ 
[  epoch 0015/0030] 0080/4800, lr:2.5e-05 ∣ avg_100 : 5.375603 ∣ l2loss : 5.496313 ∣ 
[  epoch 0015/0030] 0090/4800, lr:2.5e-05 ∣ avg_100 : 5.373699 ∣ l2loss : 5.175166 ∣ 
[  epoch 0015/0030] 0100/4800, lr:2.5e-05 ∣ avg_100 : 5.374991 ∣ l2loss : 5.431306 ∣ 
[  epoch 0015/0030] 0110/4800, lr:2.5e-05 ∣ avg_100 : 5.378769 ∣ l2loss : 5.477726 ∣ 
[  epoch 0015/0030] 0120/4800, lr:2.5e-05 ∣ avg_100 : 5.378546 ∣ l2loss : 5.154166 ∣ 
[  epoch 0015/0030] 0130/4800, lr:2.5e-05 ∣ avg_100 : 5.377272 ∣ l2loss : 5.255937 ∣ 
[  epoch 0015/0030] 0140/4800, lr:2.5e-05 ∣ avg_100 : 5.377296 ∣ l2loss : 5.537184 ∣ 
[  epoch 0015/0030] 0150/4800, lr:2.5e-05 ∣ avg_100 : 5.378429 ∣ l2loss : 5.408422 ∣ 
[  epoch 0015/0030] 0160/4800, lr:2.5e-05 ∣ avg_100 : 5.380625 ∣ l2loss : 5.278987 ∣ 
[  epoch 0015/0030] 0170/4800, lr:2.5e-05 ∣ avg_100 : 5.378266 ∣ l2loss : 5.350038 ∣ 
[  epoch 0015/0030] 0180/4800, lr:2.5e-05 ∣ avg_100 : 5.380982 ∣ l2loss : 5.391120 ∣ 
[  epoch 0015/0030] 0190/4800, lr:2.5e-05 ∣ avg_100 : 5.379336 ∣ l2loss : 5.152263 ∣ 
[  epoch 0015/0030] 0200/4800, lr:2.5e-05 ∣ avg_100 : 5.380843 ∣ l2loss : 5.276183 ∣ 
[  epoch 0015/0030] 0210/4800, lr:2.5e-05 ∣ avg_100 : 5.379221 ∣ l2loss : 5.289689 ∣ 
[  epoch 0015/0030] 0220/4800, lr:2.5e-05 ∣ avg_100 : 5.379800 ∣ l2loss : 5.354776 ∣ 
[  epoch 0015/0030] 0230/4800, lr:2.5e-05 ∣ avg_100 : 5.380489 ∣ l2loss : 5.364400 ∣ 
[  epoch 0015/0030] 0240/4800, lr:2.5e-05 ∣ avg_100 : 5.379739 ∣ l2loss : 5.352411 ∣ 
[  epoch 0015/0030] 0250/4800, lr:2.5e-05 ∣ avg_100 : 5.379225 ∣ l2loss : 5.432385 ∣ 
[  epoch 0015/0030] 0260/4800, lr:2.5e-05 ∣ avg_100 : 5.378595 ∣ l2loss : 5.395001 ∣ 
[  epoch 0015/0030] 0270/4800, lr:2.5e-05 ∣ avg_100 : 5.377610 ∣ l2loss : 5.385630 ∣ 
[  epoch 0015/0030] 0280/4800, lr:2.5e-05 ∣ avg_100 : 5.377105 ∣ l2loss : 5.332490 ∣ 
[  epoch 0015/0030] 0290/4800, lr:2.5e-05 ∣ avg_100 : 5.379393 ∣ l2loss : 5.622752 ∣ 
[  epoch 0015/0030] 0300/4800, lr:2.5e-05 ∣ avg_100 : 5.377682 ∣ l2loss : 5.138612 ∣ 
[  epoch 0015/0030] 0310/4800, lr:2.5e-05 ∣ avg_100 : 5.375343 ∣ l2loss : 5.268403 ∣ 
[  epoch 0015/0030] 0320/4800, lr:2.5e-05 ∣ avg_100 : 5.377342 ∣ l2loss : 5.415513 ∣ 
[  epoch 0015/0030] 0330/4800, lr:2.5e-05 ∣ avg_100 : 5.379307 ∣ l2loss : 5.449554 ∣ 
[  epoch 0015/0030] 0340/4800, lr:2.5e-05 ∣ avg_100 : 5.378437 ∣ l2loss : 5.223748 ∣ 
[  epoch 0015/0030] 0350/4800, lr:2.5e-05 ∣ avg_100 : 5.382065 ∣ l2loss : 5.802081 ∣ 
[  epoch 0015/0030] 0360/4800, lr:2.5e-05 ∣ avg_100 : 5.383450 ∣ l2loss : 5.411093 ∣ 
[  epoch 0015/0030] 0370/4800, lr:2.5e-05 ∣ avg_100 : 5.385414 ∣ l2loss : 5.612512 ∣ 
[  epoch 0015/0030] 0380/4800, lr:2.5e-05 ∣ avg_100 : 5.384945 ∣ l2loss : 5.257692 ∣ 
[  epoch 0015/0030] 0390/4800, lr:2.5e-05 ∣ avg_100 : 5.382280 ∣ l2loss : 5.230925 ∣ 
[  epoch 0015/0030] 0400/4800, lr:2.5e-05 ∣ avg_100 : 5.385260 ∣ l2loss : 5.405658 ∣ 
[  epoch 0015/0030] 0410/4800, lr:2.5e-05 ∣ avg_100 : 5.378622 ∣ l2loss : 5.080414 ∣ 
[  epoch 0015/0030] 0420/4800, lr:2.5e-05 ∣ avg_100 : 5.381460 ∣ l2loss : 5.448094 ∣ 
[  epoch 0015/0030] 0430/4800, lr:2.5e-05 ∣ avg_100 : 5.382061 ∣ l2loss : 5.476311 ∣ 
[  epoch 0015/0030] 0440/4800, lr:2.5e-05 ∣ avg_100 : 5.379821 ∣ l2loss : 5.345094 ∣ 
[  epoch 0015/0030] 0450/4800, lr:2.5e-05 ∣ avg_100 : 5.382517 ∣ l2loss : 5.370247 ∣ 
[  epoch 0015/0030] 0460/4800, lr:2.5e-05 ∣ avg_100 : 5.381286 ∣ l2loss : 5.347738 ∣ 
[  epoch 0015/0030] 0470/4800, lr:2.5e-05 ∣ avg_100 : 5.379441 ∣ l2loss : 5.384363 ∣ 
[  epoch 0015/0030] 0480/4800, lr:2.5e-05 ∣ avg_100 : 5.379077 ∣ l2loss : 5.365488 ∣ 
[  epoch 0015/0030] 0490/4800, lr:2.5e-05 ∣ avg_100 : 5.378266 ∣ l2loss : 5.340762 ∣ 
[  epoch 0015/0030] 0500/4800, lr:2.5e-05 ∣ avg_100 : 5.376531 ∣ l2loss : 5.482303 ∣ 
[  epoch 0015/0030] 0510/4800, lr:2.5e-05 ∣ avg_100 : 5.380750 ∣ l2loss : 5.559034 ∣ 
[  epoch 0015/0030] 0520/4800, lr:2.5e-05 ∣ avg_100 : 5.378522 ∣ l2loss : 5.215655 ∣ 
[  epoch 0015/0030] 0530/4800, lr:2.5e-05 ∣ avg_100 : 5.375850 ∣ l2loss : 5.251819 ∣ 
[  epoch 0015/0030] 0540/4800, lr:2.5e-05 ∣ avg_100 : 5.372720 ∣ l2loss : 5.149412 ∣ 
[  epoch 0015/0030] 0550/4800, lr:2.5e-05 ∣ avg_100 : 5.370937 ∣ l2loss : 5.325121 ∣ 
[  epoch 0015/0030] 0560/4800, lr:2.5e-05 ∣ avg_100 : 5.369132 ∣ l2loss : 5.375956 ∣ 
[  epoch 0015/0030] 0570/4800, lr:2.5e-05 ∣ avg_100 : 5.367142 ∣ l2loss : 5.251801 ∣ 
[  epoch 0015/0030] 0580/4800, lr:2.5e-05 ∣ avg_100 : 5.368517 ∣ l2loss : 5.522804 ∣ 
[  epoch 0015/0030] 0590/4800, lr:2.5e-05 ∣ avg_100 : 5.369735 ∣ l2loss : 5.433431 ∣ 
[  epoch 0015/0030] 0600/4800, lr:2.5e-05 ∣ avg_100 : 5.367398 ∣ l2loss : 5.099000 ∣ 
[  epoch 0015/0030] 0610/4800, lr:2.5e-05 ∣ avg_100 : 5.370316 ∣ l2loss : 5.554620 ∣ 
[  epoch 0015/0030] 0620/4800, lr:2.5e-05 ∣ avg_100 : 5.367998 ∣ l2loss : 5.385200 ∣ 
[  epoch 0015/0030] 0630/4800, lr:2.5e-05 ∣ avg_100 : 5.367743 ∣ l2loss : 5.255815 ∣ 
[  epoch 0015/0030] 0640/4800, lr:2.5e-05 ∣ avg_100 : 5.368646 ∣ l2loss : 5.489301 ∣ 
[  epoch 0015/0030] 0650/4800, lr:2.5e-05 ∣ avg_100 : 5.370452 ∣ l2loss : 5.466995 ∣ 
[  epoch 0015/0030] 0660/4800, lr:2.5e-05 ∣ avg_100 : 5.369652 ∣ l2loss : 5.228642 ∣ 
[  epoch 0015/0030] 0670/4800, lr:2.5e-05 ∣ avg_100 : 5.372309 ∣ l2loss : 5.355303 ∣ 
[  epoch 0015/0030] 0680/4800, lr:2.5e-05 ∣ avg_100 : 5.374821 ∣ l2loss : 5.534474 ∣ 
[  epoch 0015/0030] 0690/4800, lr:2.5e-05 ∣ avg_100 : 5.379240 ∣ l2loss : 5.521320 ∣ 
[  epoch 0015/0030] 0700/4800, lr:2.5e-05 ∣ avg_100 : 5.381842 ∣ l2loss : 5.547521 ∣ 
[  epoch 0015/0030] 0710/4800, lr:2.5e-05 ∣ avg_100 : 5.383868 ∣ l2loss : 5.371343 ∣ 
[  epoch 0015/0030] 0720/4800, lr:2.5e-05 ∣ avg_100 : 5.384323 ∣ l2loss : 5.398017 ∣ 
[  epoch 0015/0030] 0730/4800, lr:2.5e-05 ∣ avg_100 : 5.385306 ∣ l2loss : 5.635966 ∣ 
[  epoch 0015/0030] 0740/4800, lr:2.5e-05 ∣ avg_100 : 5.386776 ∣ l2loss : 5.196391 ∣ 
[  epoch 0015/0030] 0750/4800, lr:2.5e-05 ∣ avg_100 : 5.384453 ∣ l2loss : 5.225780 ∣ 
[  epoch 0015/0030] 0760/4800, lr:2.5e-05 ∣ avg_100 : 5.381287 ∣ l2loss : 5.201066 ∣ 
[  epoch 0015/0030] 0770/4800, lr:2.5e-05 ∣ avg_100 : 5.380549 ∣ l2loss : 5.422602 ∣ 
[  epoch 0015/0030] 0780/4800, lr:2.5e-05 ∣ avg_100 : 5.380656 ∣ l2loss : 5.220325 ∣ 
[  epoch 0015/0030] 0790/4800, lr:2.5e-05 ∣ avg_100 : 5.378617 ∣ l2loss : 5.234375 ∣ 
[  epoch 0015/0030] 0800/4800, lr:2.5e-05 ∣ avg_100 : 5.380177 ∣ l2loss : 5.510813 ∣ 
[  epoch 0015/0030] 0810/4800, lr:2.5e-05 ∣ avg_100 : 5.377417 ∣ l2loss : 5.579325 ∣ 
[  epoch 0015/0030] 0820/4800, lr:2.5e-05 ∣ avg_100 : 5.376186 ∣ l2loss : 5.288080 ∣ 
[  epoch 0015/0030] 0830/4800, lr:2.5e-05 ∣ avg_100 : 5.374007 ∣ l2loss : 5.151494 ∣ 
[  epoch 0015/0030] 0840/4800, lr:2.5e-05 ∣ avg_100 : 5.375110 ∣ l2loss : 5.365593 ∣ 
[  epoch 0015/0030] 0850/4800, lr:2.5e-05 ∣ avg_100 : 5.372758 ∣ l2loss : 5.321510 ∣ 
[  epoch 0015/0030] 0860/4800, lr:2.5e-05 ∣ avg_100 : 5.371201 ∣ l2loss : 5.335854 ∣ 
[  epoch 0015/0030] 0870/4800, lr:2.5e-05 ∣ avg_100 : 5.369535 ∣ l2loss : 5.184437 ∣ 
[  epoch 0015/0030] 0880/4800, lr:2.5e-05 ∣ avg_100 : 5.368468 ∣ l2loss : 5.369767 ∣ 
[  epoch 0015/0030] 0890/4800, lr:2.5e-05 ∣ avg_100 : 5.370291 ∣ l2loss : 5.533851 ∣ 
[  epoch 0015/0030] 0900/4800, lr:2.5e-05 ∣ avg_100 : 5.367229 ∣ l2loss : 5.372964 ∣ 
[  epoch 0015/0030] 0910/4800, lr:2.5e-05 ∣ avg_100 : 5.369562 ∣ l2loss : 5.605492 ∣ 
[  epoch 0015/0030] 0920/4800, lr:2.5e-05 ∣ avg_100 : 5.368345 ∣ l2loss : 5.309751 ∣ 
[  epoch 0015/0030] 0930/4800, lr:2.5e-05 ∣ avg_100 : 5.365559 ∣ l2loss : 5.213345 ∣ 
[  epoch 0015/0030] 0940/4800, lr:2.5e-05 ∣ avg_100 : 5.367048 ∣ l2loss : 5.445423 ∣ 
[  epoch 0015/0030] 0950/4800, lr:2.5e-05 ∣ avg_100 : 5.367390 ∣ l2loss : 5.306464 ∣ 
[  epoch 0015/0030] 0960/4800, lr:2.5e-05 ∣ avg_100 : 5.368752 ∣ l2loss : 5.593931 ∣ 
[  epoch 0015/0030] 0970/4800, lr:2.5e-05 ∣ avg_100 : 5.367549 ∣ l2loss : 5.323155 ∣ 
[  epoch 0015/0030] 0980/4800, lr:2.5e-05 ∣ avg_100 : 5.363668 ∣ l2loss : 5.291767 ∣ 
[  epoch 0015/0030] 0990/4800, lr:2.5e-05 ∣ avg_100 : 5.362181 ∣ l2loss : 5.287396 ∣ 
[  epoch 0015/0030] 1000/4800, lr:2.5e-05 ∣ avg_100 : 5.363869 ∣ l2loss : 5.335776 ∣ 
[  epoch 0015/0030] 1010/4800, lr:2.5e-05 ∣ avg_100 : 5.364527 ∣ l2loss : 5.367870 ∣ 
[  epoch 0015/0030] 1020/4800, lr:2.5e-05 ∣ avg_100 : 5.366501 ∣ l2loss : 5.612503 ∣ 
[  epoch 0015/0030] 1030/4800, lr:2.5e-05 ∣ avg_100 : 5.367027 ∣ l2loss : 5.188041 ∣ 
[  epoch 0015/0030] 1040/4800, lr:2.5e-05 ∣ avg_100 : 5.366757 ∣ l2loss : 5.395177 ∣ 
[  epoch 0015/0030] 1050/4800, lr:2.5e-05 ∣ avg_100 : 5.369645 ∣ l2loss : 5.464326 ∣ 
[  epoch 0015/0030] 1060/4800, lr:2.5e-05 ∣ avg_100 : 5.367266 ∣ l2loss : 5.366778 ∣ 
[  epoch 0015/0030] 1070/4800, lr:2.5e-05 ∣ avg_100 : 5.367621 ∣ l2loss : 5.441196 ∣ 
[  epoch 0015/0030] 1080/4800, lr:2.5e-05 ∣ avg_100 : 5.366942 ∣ l2loss : 5.428433 ∣ 
[  epoch 0015/0030] 1090/4800, lr:2.5e-05 ∣ avg_100 : 5.368545 ∣ l2loss : 5.335472 ∣ 
[  epoch 0015/0030] 1100/4800, lr:2.5e-05 ∣ avg_100 : 5.366238 ∣ l2loss : 5.200538 ∣ 
[  epoch 0015/0030] 1110/4800, lr:2.5e-05 ∣ avg_100 : 5.363164 ∣ l2loss : 5.170339 ∣ 
[  epoch 0015/0030] 1120/4800, lr:2.5e-05 ∣ avg_100 : 5.365807 ∣ l2loss : 5.418485 ∣ 
[  epoch 0015/0030] 1130/4800, lr:2.5e-05 ∣ avg_100 : 5.366217 ∣ l2loss : 5.296884 ∣ 
[  epoch 0015/0030] 1140/4800, lr:2.5e-05 ∣ avg_100 : 5.361791 ∣ l2loss : 5.094592 ∣ 
[  epoch 0015/0030] 1150/4800, lr:2.5e-05 ∣ avg_100 : 5.359872 ∣ l2loss : 5.216515 ∣ 
[  epoch 0015/0030] 1160/4800, lr:2.5e-05 ∣ avg_100 : 5.360192 ∣ l2loss : 5.311031 ∣ 
[  epoch 0015/0030] 1170/4800, lr:2.5e-05 ∣ avg_100 : 5.361741 ∣ l2loss : 5.504910 ∣ 
[  epoch 0015/0030] 1180/4800, lr:2.5e-05 ∣ avg_100 : 5.359537 ∣ l2loss : 5.170774 ∣ 
[  epoch 0015/0030] 1190/4800, lr:2.5e-05 ∣ avg_100 : 5.362444 ∣ l2loss : 5.442950 ∣ 
[  epoch 0015/0030] 1200/4800, lr:2.5e-05 ∣ avg_100 : 5.362201 ∣ l2loss : 5.251906 ∣ 
[  epoch 0015/0030] 1210/4800, lr:2.5e-05 ∣ avg_100 : 5.361762 ∣ l2loss : 5.245715 ∣ 
[  epoch 0015/0030] 1220/4800, lr:2.5e-05 ∣ avg_100 : 5.363132 ∣ l2loss : 5.491796 ∣ 
[  epoch 0015/0030] 1230/4800, lr:2.5e-05 ∣ avg_100 : 5.361706 ∣ l2loss : 5.221783 ∣ 
[  epoch 0015/0030] 1240/4800, lr:2.5e-05 ∣ avg_100 : 5.361993 ∣ l2loss : 5.381115 ∣ 
[  epoch 0015/0030] 1250/4800, lr:2.5e-05 ∣ avg_100 : 5.360035 ∣ l2loss : 5.236596 ∣ 
[  epoch 0015/0030] 1260/4800, lr:2.5e-05 ∣ avg_100 : 5.357991 ∣ l2loss : 5.190592 ∣ 
[  epoch 0015/0030] 1270/4800, lr:2.5e-05 ∣ avg_100 : 5.355240 ∣ l2loss : 5.110576 ∣ 
[  epoch 0015/0030] 1280/4800, lr:2.5e-05 ∣ avg_100 : 5.356773 ∣ l2loss : 5.485820 ∣ 
[  epoch 0015/0030] 1290/4800, lr:2.5e-05 ∣ avg_100 : 5.354483 ∣ l2loss : 5.393659 ∣ 
[  epoch 0015/0030] 1300/4800, lr:2.5e-05 ∣ avg_100 : 5.356867 ∣ l2loss : 5.377097 ∣ 
[  epoch 0015/0030] 1310/4800, lr:2.5e-05 ∣ avg_100 : 5.359844 ∣ l2loss : 5.566027 ∣ 
[  epoch 0015/0030] 1320/4800, lr:2.5e-05 ∣ avg_100 : 5.357265 ∣ l2loss : 5.157691 ∣ 
[  epoch 0015/0030] 1330/4800, lr:2.5e-05 ∣ avg_100 : 5.356165 ∣ l2loss : 5.339490 ∣ 
[  epoch 0015/0030] 1340/4800, lr:2.5e-05 ∣ avg_100 : 5.358489 ∣ l2loss : 5.456145 ∣ 
[  epoch 0015/0030] 1350/4800, lr:2.5e-05 ∣ avg_100 : 5.355351 ∣ l2loss : 5.488334 ∣ 
[  epoch 0015/0030] 1360/4800, lr:2.5e-05 ∣ avg_100 : 5.354199 ∣ l2loss : 5.295881 ∣ 
[  epoch 0015/0030] 1370/4800, lr:2.5e-05 ∣ avg_100 : 5.352559 ∣ l2loss : 5.448454 ∣ 
[  epoch 0015/0030] 1380/4800, lr:2.5e-05 ∣ avg_100 : 5.353292 ∣ l2loss : 5.331031 ∣ 
[  epoch 0015/0030] 1390/4800, lr:2.5e-05 ∣ avg_100 : 5.356364 ∣ l2loss : 5.538092 ∣ 
[  epoch 0015/0030] 1400/4800, lr:2.5e-05 ∣ avg_100 : 5.355886 ∣ l2loss : 5.357894 ∣ 
[  epoch 0015/0030] 1410/4800, lr:2.5e-05 ∣ avg_100 : 5.359674 ∣ l2loss : 5.459237 ∣ 
[  epoch 0015/0030] 1420/4800, lr:2.5e-05 ∣ avg_100 : 5.357895 ∣ l2loss : 5.270172 ∣ 
[  epoch 0015/0030] 1430/4800, lr:2.5e-05 ∣ avg_100 : 5.357315 ∣ l2loss : 5.418300 ∣ 
[  epoch 0015/0030] 1440/4800, lr:2.5e-05 ∣ avg_100 : 5.358897 ∣ l2loss : 5.503313 ∣ 
[  epoch 0015/0030] 1450/4800, lr:2.5e-05 ∣ avg_100 : 5.361218 ∣ l2loss : 5.602362 ∣ 
[  epoch 0015/0030] 1460/4800, lr:2.5e-05 ∣ avg_100 : 5.361624 ∣ l2loss : 5.388272 ∣ 
[  epoch 0015/0030] 1470/4800, lr:2.5e-05 ∣ avg_100 : 5.360194 ∣ l2loss : 5.241440 ∣ 
[  epoch 0015/0030] 1480/4800, lr:2.5e-05 ∣ avg_100 : 5.360661 ∣ l2loss : 5.412162 ∣ 
[  epoch 0015/0030] 1490/4800, lr:2.5e-05 ∣ avg_100 : 5.359479 ∣ l2loss : 5.222510 ∣ 
[  epoch 0015/0030] 1500/4800, lr:2.5e-05 ∣ avg_100 : 5.355798 ∣ l2loss : 5.114237 ∣ 
[  epoch 0015/0030] 1510/4800, lr:2.5e-05 ∣ avg_100 : 5.353584 ∣ l2loss : 5.337648 ∣ 
[  epoch 0015/0030] 1520/4800, lr:2.5e-05 ∣ avg_100 : 5.356069 ∣ l2loss : 5.464183 ∣ 
[  epoch 0015/0030] 1530/4800, lr:2.5e-05 ∣ avg_100 : 5.355498 ∣ l2loss : 5.194645 ∣ 
[  epoch 0015/0030] 1540/4800, lr:2.5e-05 ∣ avg_100 : 5.358370 ∣ l2loss : 5.436648 ∣ 
[  epoch 0015/0030] 1550/4800, lr:2.5e-05 ∣ avg_100 : 5.360109 ∣ l2loss : 5.499051 ∣ 
[  epoch 0015/0030] 1560/4800, lr:2.5e-05 ∣ avg_100 : 5.359592 ∣ l2loss : 5.324282 ∣ 
[  epoch 0015/0030] 1570/4800, lr:2.5e-05 ∣ avg_100 : 5.360609 ∣ l2loss : 5.353428 ∣ 
[  epoch 0015/0030] 1580/4800, lr:2.5e-05 ∣ avg_100 : 5.359497 ∣ l2loss : 5.411620 ∣ 
[  epoch 0015/0030] 1590/4800, lr:2.5e-05 ∣ avg_100 : 5.358811 ∣ l2loss : 5.364805 ∣ 
[  epoch 0015/0030] 1600/4800, lr:2.5e-05 ∣ avg_100 : 5.360879 ∣ l2loss : 5.305792 ∣ 
[  epoch 0015/0030] 1610/4800, lr:2.5e-05 ∣ avg_100 : 5.357757 ∣ l2loss : 5.242451 ∣ 
[  epoch 0015/0030] 1620/4800, lr:2.5e-05 ∣ avg_100 : 5.359585 ∣ l2loss : 5.567978 ∣ 
[  epoch 0015/0030] 1630/4800, lr:2.5e-05 ∣ avg_100 : 5.360235 ∣ l2loss : 5.320897 ∣ 
[  epoch 0015/0030] 1640/4800, lr:2.5e-05 ∣ avg_100 : 5.358009 ∣ l2loss : 5.266641 ∣ 
[  epoch 0015/0030] 1650/4800, lr:2.5e-05 ∣ avg_100 : 5.355700 ∣ l2loss : 5.236152 ∣ 
[  epoch 0015/0030] 1660/4800, lr:2.5e-05 ∣ avg_100 : 5.356936 ∣ l2loss : 5.352193 ∣ 
[  epoch 0015/0030] 1670/4800, lr:2.5e-05 ∣ avg_100 : 5.357155 ∣ l2loss : 5.377178 ∣ 
[  epoch 0015/0030] 1680/4800, lr:2.5e-05 ∣ avg_100 : 5.354394 ∣ l2loss : 5.258422 ∣ 
[  epoch 0015/0030] 1690/4800, lr:2.5e-05 ∣ avg_100 : 5.352607 ∣ l2loss : 5.342641 ∣ 
[  epoch 0015/0030] 1700/4800, lr:2.5e-05 ∣ avg_100 : 5.351720 ∣ l2loss : 5.458791 ∣ 
[  epoch 0015/0030] 1710/4800, lr:2.5e-05 ∣ avg_100 : 5.350498 ∣ l2loss : 5.249114 ∣ 
[  epoch 0015/0030] 1720/4800, lr:2.5e-05 ∣ avg_100 : 5.350488 ∣ l2loss : 5.397064 ∣ 
[  epoch 0015/0030] 1730/4800, lr:2.5e-05 ∣ avg_100 : 5.347248 ∣ l2loss : 5.311937 ∣ 
[  epoch 0015/0030] 1740/4800, lr:2.5e-05 ∣ avg_100 : 5.350520 ∣ l2loss : 5.523589 ∣ 
[  epoch 0015/0030] 1750/4800, lr:2.5e-05 ∣ avg_100 : 5.352615 ∣ l2loss : 5.435234 ∣ 
[  epoch 0015/0030] 1760/4800, lr:2.5e-05 ∣ avg_100 : 5.354309 ∣ l2loss : 5.370512 ∣ 
[  epoch 0015/0030] 1770/4800, lr:2.5e-05 ∣ avg_100 : 5.354377 ∣ l2loss : 5.429393 ∣ 
[  epoch 0015/0030] 1780/4800, lr:2.5e-05 ∣ avg_100 : 5.358399 ∣ l2loss : 5.622532 ∣ 
[  epoch 0015/0030] 1790/4800, lr:2.5e-05 ∣ avg_100 : 5.359624 ∣ l2loss : 5.356924 ∣ 
[  epoch 0015/0030] 1800/4800, lr:2.5e-05 ∣ avg_100 : 5.357079 ∣ l2loss : 5.256246 ∣ 
[  epoch 0015/0030] 1810/4800, lr:2.5e-05 ∣ avg_100 : 5.354899 ∣ l2loss : 5.361365 ∣ 
[  epoch 0015/0030] 1820/4800, lr:2.5e-05 ∣ avg_100 : 5.354906 ∣ l2loss : 5.288770 ∣ 
[  epoch 0015/0030] 1830/4800, lr:2.5e-05 ∣ avg_100 : 5.355530 ∣ l2loss : 5.213881 ∣ 
[  epoch 0015/0030] 1840/4800, lr:2.5e-05 ∣ avg_100 : 5.356236 ∣ l2loss : 5.436159 ∣ 
[  epoch 0015/0030] 1850/4800, lr:2.5e-05 ∣ avg_100 : 5.358343 ∣ l2loss : 5.532275 ∣ 
[  epoch 0015/0030] 1860/4800, lr:2.5e-05 ∣ avg_100 : 5.358263 ∣ l2loss : 5.327838 ∣ 
[  epoch 0015/0030] 1870/4800, lr:2.5e-05 ∣ avg_100 : 5.359468 ∣ l2loss : 5.304928 ∣ 
[  epoch 0015/0030] 1880/4800, lr:2.5e-05 ∣ avg_100 : 5.358036 ∣ l2loss : 5.226587 ∣ 
[  epoch 0015/0030] 1890/4800, lr:2.5e-05 ∣ avg_100 : 5.356652 ∣ l2loss : 5.395451 ∣ 
[  epoch 0015/0030] 1900/4800, lr:2.5e-05 ∣ avg_100 : 5.357712 ∣ l2loss : 5.478920 ∣ 
[  epoch 0015/0030] 1910/4800, lr:2.5e-05 ∣ avg_100 : 5.354772 ∣ l2loss : 5.311559 ∣ 
[  epoch 0015/0030] 1920/4800, lr:2.5e-05 ∣ avg_100 : 5.354642 ∣ l2loss : 5.296659 ∣ 
[  epoch 0015/0030] 1930/4800, lr:2.5e-05 ∣ avg_100 : 5.356169 ∣ l2loss : 5.366139 ∣ 
[  epoch 0015/0030] 1940/4800, lr:2.5e-05 ∣ avg_100 : 5.355947 ∣ l2loss : 5.423209 ∣ 
[  epoch 0015/0030] 1950/4800, lr:2.5e-05 ∣ avg_100 : 5.360115 ∣ l2loss : 5.723252 ∣ 
[  epoch 0015/0030] 1960/4800, lr:2.5e-05 ∣ avg_100 : 5.357976 ∣ l2loss : 5.380051 ∣ 
[  epoch 0015/0030] 1970/4800, lr:2.5e-05 ∣ avg_100 : 5.359422 ∣ l2loss : 5.467685 ∣ 
[  epoch 0015/0030] 1980/4800, lr:2.5e-05 ∣ avg_100 : 5.360318 ∣ l2loss : 5.381418 ∣ 
[  epoch 0015/0030] 1990/4800, lr:2.5e-05 ∣ avg_100 : 5.360944 ∣ l2loss : 5.349944 ∣ 
[  epoch 0015/0030] 2000/4800, lr:2.5e-05 ∣ avg_100 : 5.362303 ∣ l2loss : 5.471656 ∣ 
[  epoch 0015/0030] 2010/4800, lr:2.5e-05 ∣ avg_100 : 5.361646 ∣ l2loss : 5.302207 ∣ 
[  epoch 0015/0030] 2020/4800, lr:2.5e-05 ∣ avg_100 : 5.360704 ∣ l2loss : 5.518283 ∣ 
[  epoch 0015/0030] 2030/4800, lr:2.5e-05 ∣ avg_100 : 5.362821 ∣ l2loss : 5.399772 ∣ 
[  epoch 0015/0030] 2040/4800, lr:2.5e-05 ∣ avg_100 : 5.359579 ∣ l2loss : 5.070977 ∣ 
[  epoch 0015/0030] 2050/4800, lr:2.5e-05 ∣ avg_100 : 5.360303 ∣ l2loss : 5.536736 ∣ 
[  epoch 0015/0030] 2060/4800, lr:2.5e-05 ∣ avg_100 : 5.362977 ∣ l2loss : 5.634177 ∣ 
[  epoch 0015/0030] 2070/4800, lr:2.5e-05 ∣ avg_100 : 5.362985 ∣ l2loss : 5.441958 ∣ 
[  epoch 0015/0030] 2080/4800, lr:2.5e-05 ∣ avg_100 : 5.362447 ∣ l2loss : 5.374625 ∣ 
[  epoch 0015/0030] 2090/4800, lr:2.5e-05 ∣ avg_100 : 5.362853 ∣ l2loss : 5.376143 ∣ 
[  epoch 0015/0030] 2100/4800, lr:2.5e-05 ∣ avg_100 : 5.365037 ∣ l2loss : 5.418866 ∣ 
[  epoch 0015/0030] 2110/4800, lr:2.5e-05 ∣ avg_100 : 5.367874 ∣ l2loss : 5.454103 ∣ 
[  epoch 0015/0030] 2120/4800, lr:2.5e-05 ∣ avg_100 : 5.367176 ∣ l2loss : 5.348690 ∣ 
[  epoch 0015/0030] 2130/4800, lr:2.5e-05 ∣ avg_100 : 5.367475 ∣ l2loss : 5.326772 ∣ 
[  epoch 0015/0030] 2140/4800, lr:2.5e-05 ∣ avg_100 : 5.371169 ∣ l2loss : 5.463923 ∣ 
[  epoch 0015/0030] 2150/4800, lr:2.5e-05 ∣ avg_100 : 5.372215 ∣ l2loss : 5.321203 ∣ 
[  epoch 0015/0030] 2160/4800, lr:2.5e-05 ∣ avg_100 : 5.372476 ∣ l2loss : 5.337115 ∣ 
[  epoch 0015/0030] 2170/4800, lr:2.5e-05 ∣ avg_100 : 5.373034 ∣ l2loss : 5.560703 ∣ 
[  epoch 0015/0030] 2180/4800, lr:2.5e-05 ∣ avg_100 : 5.375838 ∣ l2loss : 5.451134 ∣ 
[  epoch 0015/0030] 2190/4800, lr:2.5e-05 ∣ avg_100 : 5.378048 ∣ l2loss : 5.663995 ∣ 
[  epoch 0015/0030] 2200/4800, lr:2.5e-05 ∣ avg_100 : 5.377142 ∣ l2loss : 5.161266 ∣ 
[  epoch 0015/0030] 2210/4800, lr:2.5e-05 ∣ avg_100 : 5.378269 ∣ l2loss : 5.358447 ∣ 
[  epoch 0015/0030] 2220/4800, lr:2.5e-05 ∣ avg_100 : 5.376383 ∣ l2loss : 5.303192 ∣ 
[  epoch 0015/0030] 2230/4800, lr:2.5e-05 ∣ avg_100 : 5.379327 ∣ l2loss : 5.516155 ∣ 
[  epoch 0015/0030] 2240/4800, lr:2.5e-05 ∣ avg_100 : 5.378697 ∣ l2loss : 5.318112 ∣ 
[  epoch 0015/0030] 2250/4800, lr:2.5e-05 ∣ avg_100 : 5.379936 ∣ l2loss : 5.360558 ∣ 
[  epoch 0015/0030] 2260/4800, lr:2.5e-05 ∣ avg_100 : 5.384119 ∣ l2loss : 5.608828 ∣ 
[  epoch 0015/0030] 2270/4800, lr:2.5e-05 ∣ avg_100 : 5.387151 ∣ l2loss : 5.413828 ∣ 
[  epoch 0015/0030] 2280/4800, lr:2.5e-05 ∣ avg_100 : 5.386675 ∣ l2loss : 5.438144 ∣ 
[  epoch 0015/0030] 2290/4800, lr:2.5e-05 ∣ avg_100 : 5.385790 ∣ l2loss : 5.305253 ∣ 
[  epoch 0015/0030] 2300/4800, lr:2.5e-05 ∣ avg_100 : 5.388238 ∣ l2loss : 5.621855 ∣ 
[  epoch 0015/0030] 2310/4800, lr:2.5e-05 ∣ avg_100 : 5.385082 ∣ l2loss : 5.250470 ∣ 
[  epoch 0015/0030] 2320/4800, lr:2.5e-05 ∣ avg_100 : 5.390170 ∣ l2loss : 5.666452 ∣ 
[  epoch 0015/0030] 2330/4800, lr:2.5e-05 ∣ avg_100 : 5.392445 ∣ l2loss : 5.566934 ∣ 
[  epoch 0015/0030] 2340/4800, lr:2.5e-05 ∣ avg_100 : 5.389518 ∣ l2loss : 5.163465 ∣ 
[  epoch 0015/0030] 2350/4800, lr:2.5e-05 ∣ avg_100 : 5.387734 ∣ l2loss : 5.309999 ∣ 
[  epoch 0015/0030] 2360/4800, lr:2.5e-05 ∣ avg_100 : 5.385747 ∣ l2loss : 5.097192 ∣ 
[  epoch 0015/0030] 2370/4800, lr:2.5e-05 ∣ avg_100 : 5.385577 ∣ l2loss : 5.431360 ∣ 
[  epoch 0015/0030] 2380/4800, lr:2.5e-05 ∣ avg_100 : 5.386269 ∣ l2loss : 5.400299 ∣ 
[  epoch 0015/0030] 2390/4800, lr:2.5e-05 ∣ avg_100 : 5.386203 ∣ l2loss : 5.531444 ∣ 
[  epoch 0015/0030] 2400/4800, lr:2.5e-05 ∣ avg_100 : 5.387786 ∣ l2loss : 5.516226 ∣ 
[  epoch 0015/0030] 2410/4800, lr:2.5e-05 ∣ avg_100 : 5.386965 ∣ l2loss : 5.377170 ∣ 
[  epoch 0015/0030] 2420/4800, lr:2.5e-05 ∣ avg_100 : 5.388552 ∣ l2loss : 5.428872 ∣ 
[  epoch 0015/0030] 2430/4800, lr:2.5e-05 ∣ avg_100 : 5.385609 ∣ l2loss : 5.123940 ∣ 
[  epoch 0015/0030] 2440/4800, lr:2.5e-05 ∣ avg_100 : 5.382065 ∣ l2loss : 5.148919 ∣ 
[  epoch 0015/0030] 2450/4800, lr:2.5e-05 ∣ avg_100 : 5.378618 ∣ l2loss : 5.257692 ∣ 
[  epoch 0015/0030] 2460/4800, lr:2.5e-05 ∣ avg_100 : 5.379002 ∣ l2loss : 5.426626 ∣ 
[  epoch 0015/0030] 2470/4800, lr:2.5e-05 ∣ avg_100 : 5.381898 ∣ l2loss : 5.531024 ∣ 
[  epoch 0015/0030] 2480/4800, lr:2.5e-05 ∣ avg_100 : 5.381753 ∣ l2loss : 5.397725 ∣ 
[  epoch 0015/0030] 2490/4800, lr:2.5e-05 ∣ avg_100 : 5.383779 ∣ l2loss : 5.425077 ∣ 
[  epoch 0015/0030] 2500/4800, lr:2.5e-05 ∣ avg_100 : 5.384553 ∣ l2loss : 5.191686 ∣ 
[  epoch 0015/0030] 2510/4800, lr:2.5e-05 ∣ avg_100 : 5.384767 ∣ l2loss : 5.358981 ∣ 
[  epoch 0015/0030] 2520/4800, lr:2.5e-05 ∣ avg_100 : 5.384196 ∣ l2loss : 5.407108 ∣ 
[  epoch 0015/0030] 2530/4800, lr:2.5e-05 ∣ avg_100 : 5.385925 ∣ l2loss : 5.367589 ∣ 
[  epoch 0015/0030] 2540/4800, lr:2.5e-05 ∣ avg_100 : 5.384982 ∣ l2loss : 5.342294 ∣ 
[  epoch 0015/0030] 2550/4800, lr:2.5e-05 ∣ avg_100 : 5.381463 ∣ l2loss : 5.147126 ∣ 
[  epoch 0015/0030] 2560/4800, lr:2.5e-05 ∣ avg_100 : 5.383503 ∣ l2loss : 5.528369 ∣ 
[  epoch 0015/0030] 2570/4800, lr:2.5e-05 ∣ avg_100 : 5.381293 ∣ l2loss : 5.132428 ∣ 
[  epoch 0015/0030] 2580/4800, lr:2.5e-05 ∣ avg_100 : 5.380461 ∣ l2loss : 5.328422 ∣ 
[  epoch 0015/0030] 2590/4800, lr:2.5e-05 ∣ avg_100 : 5.380981 ∣ l2loss : 5.416786 ∣ 
[  epoch 0015/0030] 2600/4800, lr:2.5e-05 ∣ avg_100 : 5.379734 ∣ l2loss : 5.181029 ∣ 
[  epoch 0015/0030] 2610/4800, lr:2.5e-05 ∣ avg_100 : 5.380790 ∣ l2loss : 5.348117 ∣ 
[  epoch 0015/0030] 2620/4800, lr:2.5e-05 ∣ avg_100 : 5.379610 ∣ l2loss : 5.449927 ∣ 
[  epoch 0015/0030] 2630/4800, lr:2.5e-05 ∣ avg_100 : 5.380653 ∣ l2loss : 5.425239 ∣ 
[  epoch 0015/0030] 2640/4800, lr:2.5e-05 ∣ avg_100 : 5.384485 ∣ l2loss : 5.649793 ∣ 
[  epoch 0015/0030] 2650/4800, lr:2.5e-05 ∣ avg_100 : 5.385665 ∣ l2loss : 5.354201 ∣ 
[  epoch 0015/0030] 2660/4800, lr:2.5e-05 ∣ avg_100 : 5.386419 ∣ l2loss : 5.427540 ∣ 
[  epoch 0015/0030] 2670/4800, lr:2.5e-05 ∣ avg_100 : 5.388542 ∣ l2loss : 5.589554 ∣ 
[  epoch 0015/0030] 2680/4800, lr:2.5e-05 ∣ avg_100 : 5.390121 ∣ l2loss : 5.416305 ∣ 
[  epoch 0015/0030] 2690/4800, lr:2.5e-05 ∣ avg_100 : 5.390026 ∣ l2loss : 5.333085 ∣ 
[  epoch 0015/0030] 2700/4800, lr:2.5e-05 ∣ avg_100 : 5.393725 ∣ l2loss : 5.828739 ∣ 
[  epoch 0015/0030] 2710/4800, lr:2.5e-05 ∣ avg_100 : 5.396139 ∣ l2loss : 5.490523 ∣ 
[  epoch 0015/0030] 2720/4800, lr:2.5e-05 ∣ avg_100 : 5.394554 ∣ l2loss : 5.238572 ∣ 
[  epoch 0015/0030] 2730/4800, lr:2.5e-05 ∣ avg_100 : 5.394709 ∣ l2loss : 5.327403 ∣ 
[  epoch 0015/0030] 2740/4800, lr:2.5e-05 ∣ avg_100 : 5.391775 ∣ l2loss : 5.230147 ∣ 
[  epoch 0015/0030] 2750/4800, lr:2.5e-05 ∣ avg_100 : 5.389693 ∣ l2loss : 5.227076 ∣ 
[  epoch 0015/0030] 2760/4800, lr:2.5e-05 ∣ avg_100 : 5.390390 ∣ l2loss : 5.440254 ∣ 
[  epoch 0015/0030] 2770/4800, lr:2.5e-05 ∣ avg_100 : 5.388273 ∣ l2loss : 5.217697 ∣ 
[  epoch 0015/0030] 2780/4800, lr:2.5e-05 ∣ avg_100 : 5.383419 ∣ l2loss : 5.137130 ∣ 
[  epoch 0015/0030] 2790/4800, lr:2.5e-05 ∣ avg_100 : 5.385707 ∣ l2loss : 5.585648 ∣ 
[  epoch 0015/0030] 2800/4800, lr:2.5e-05 ∣ avg_100 : 5.387182 ∣ l2loss : 5.403735 ∣ 
[  epoch 0015/0030] 2810/4800, lr:2.5e-05 ∣ avg_100 : 5.385433 ∣ l2loss : 5.186481 ∣ 
[  epoch 0015/0030] 2820/4800, lr:2.5e-05 ∣ avg_100 : 5.383316 ∣ l2loss : 5.077136 ∣ 
[  epoch 0015/0030] 2830/4800, lr:2.5e-05 ∣ avg_100 : 5.384393 ∣ l2loss : 5.321550 ∣ 
[  epoch 0015/0030] 2840/4800, lr:2.5e-05 ∣ avg_100 : 5.383636 ∣ l2loss : 5.360466 ∣ 
[  epoch 0015/0030] 2850/4800, lr:2.5e-05 ∣ avg_100 : 5.381925 ∣ l2loss : 5.361138 ∣ 
[  epoch 0015/0030] 2860/4800, lr:2.5e-05 ∣ avg_100 : 5.384178 ∣ l2loss : 5.553193 ∣ 
[  epoch 0015/0030] 2870/4800, lr:2.5e-05 ∣ avg_100 : 5.382909 ∣ l2loss : 5.178038 ∣ 
[  epoch 0015/0030] 2880/4800, lr:2.5e-05 ∣ avg_100 : 5.382936 ∣ l2loss : 5.229193 ∣ 
[  epoch 0015/0030] 2890/4800, lr:2.5e-05 ∣ avg_100 : 5.384440 ∣ l2loss : 5.545925 ∣ 
[  epoch 0015/0030] 2900/4800, lr:2.5e-05 ∣ avg_100 : 5.384284 ∣ l2loss : 5.463342 ∣ 
[  epoch 0015/0030] 2910/4800, lr:2.5e-05 ∣ avg_100 : 5.385095 ∣ l2loss : 5.392618 ∣ 
[  epoch 0015/0030] 2920/4800, lr:2.5e-05 ∣ avg_100 : 5.382666 ∣ l2loss : 5.053799 ∣ 
[  epoch 0015/0030] 2930/4800, lr:2.5e-05 ∣ avg_100 : 5.383324 ∣ l2loss : 5.431907 ∣ 
[  epoch 0015/0030] 2940/4800, lr:2.5e-05 ∣ avg_100 : 5.381129 ∣ l2loss : 5.203659 ∣ 
[  epoch 0015/0030] 2950/4800, lr:2.5e-05 ∣ avg_100 : 5.374289 ∣ l2loss : 5.039250 ∣ 
[  epoch 0015/0030] 2960/4800, lr:2.5e-05 ∣ avg_100 : 5.371065 ∣ l2loss : 5.057708 ∣ 
[  epoch 0015/0030] 2970/4800, lr:2.5e-05 ∣ avg_100 : 5.369926 ∣ l2loss : 5.353781 ∣ 
[  epoch 0015/0030] 2980/4800, lr:2.5e-05 ∣ avg_100 : 5.368200 ∣ l2loss : 5.208838 ∣ 
[  epoch 0015/0030] 2990/4800, lr:2.5e-05 ∣ avg_100 : 5.368115 ∣ l2loss : 5.341442 ∣ 
[  epoch 0015/0030] 3000/4800, lr:2.5e-05 ∣ avg_100 : 5.366464 ∣ l2loss : 5.306525 ∣ 
[  epoch 0015/0030] 3010/4800, lr:2.5e-05 ∣ avg_100 : 5.368999 ∣ l2loss : 5.555738 ∣ 
[  epoch 0015/0030] 3020/4800, lr:2.5e-05 ∣ avg_100 : 5.366943 ∣ l2loss : 5.312624 ∣ 
[  epoch 0015/0030] 3030/4800, lr:2.5e-05 ∣ avg_100 : 5.366478 ∣ l2loss : 5.353345 ∣ 
[  epoch 0015/0030] 3040/4800, lr:2.5e-05 ∣ avg_100 : 5.366996 ∣ l2loss : 5.122700 ∣ 
[  epoch 0015/0030] 3050/4800, lr:2.5e-05 ∣ avg_100 : 5.364941 ∣ l2loss : 5.331237 ∣ 
[  epoch 0015/0030] 3060/4800, lr:2.5e-05 ∣ avg_100 : 5.362835 ∣ l2loss : 5.423612 ∣ 
[  epoch 0015/0030] 3070/4800, lr:2.5e-05 ∣ avg_100 : 5.359136 ∣ l2loss : 5.072013 ∣ 
[  epoch 0015/0030] 3080/4800, lr:2.5e-05 ∣ avg_100 : 5.358359 ∣ l2loss : 5.296928 ∣ 
[  epoch 0015/0030] 3090/4800, lr:2.5e-05 ∣ avg_100 : 5.358494 ∣ l2loss : 5.389628 ∣ 
[  epoch 0015/0030] 3100/4800, lr:2.5e-05 ∣ avg_100 : 5.360061 ∣ l2loss : 5.575604 ∣ 
[  epoch 0015/0030] 3110/4800, lr:2.5e-05 ∣ avg_100 : 5.360770 ∣ l2loss : 5.524980 ∣ 
[  epoch 0015/0030] 3120/4800, lr:2.5e-05 ∣ avg_100 : 5.359441 ∣ l2loss : 5.215847 ∣ 
[  epoch 0015/0030] 3130/4800, lr:2.5e-05 ∣ avg_100 : 5.359756 ∣ l2loss : 5.358286 ∣ 
[  epoch 0015/0030] 3140/4800, lr:2.5e-05 ∣ avg_100 : 5.360925 ∣ l2loss : 5.580765 ∣ 
[  epoch 0015/0030] 3150/4800, lr:2.5e-05 ∣ avg_100 : 5.360632 ∣ l2loss : 5.291948 ∣ 
[  epoch 0015/0030] 3160/4800, lr:2.5e-05 ∣ avg_100 : 5.359922 ∣ l2loss : 5.266055 ∣ 
[  epoch 0015/0030] 3170/4800, lr:2.5e-05 ∣ avg_100 : 5.356836 ∣ l2loss : 5.252103 ∣ 
[  epoch 0015/0030] 3180/4800, lr:2.5e-05 ∣ avg_100 : 5.356784 ∣ l2loss : 5.445931 ∣ 
[  epoch 0015/0030] 3190/4800, lr:2.5e-05 ∣ avg_100 : 5.351484 ∣ l2loss : 5.133989 ∣ 
[  epoch 0015/0030] 3200/4800, lr:2.5e-05 ∣ avg_100 : 5.354012 ∣ l2loss : 5.414126 ∣ 
[  epoch 0015/0030] 3210/4800, lr:2.5e-05 ∣ avg_100 : 5.353179 ∣ l2loss : 5.275103 ∣ 
[  epoch 0015/0030] 3220/4800, lr:2.5e-05 ∣ avg_100 : 5.353294 ∣ l2loss : 5.314711 ∣ 
[  epoch 0015/0030] 3230/4800, lr:2.5e-05 ∣ avg_100 : 5.349966 ∣ l2loss : 5.183349 ∣ 
[  epoch 0015/0030] 3240/4800, lr:2.5e-05 ∣ avg_100 : 5.349942 ∣ l2loss : 5.315686 ∣ 
[  epoch 0015/0030] 3250/4800, lr:2.5e-05 ∣ avg_100 : 5.349732 ∣ l2loss : 5.339637 ∣ 
[  epoch 0015/0030] 3260/4800, lr:2.5e-05 ∣ avg_100 : 5.347269 ∣ l2loss : 5.362443 ∣ 
[  epoch 0015/0030] 3270/4800, lr:2.5e-05 ∣ avg_100 : 5.346761 ∣ l2loss : 5.363025 ∣ 
[  epoch 0015/0030] 3280/4800, lr:2.5e-05 ∣ avg_100 : 5.346145 ∣ l2loss : 5.376609 ∣ 
[  epoch 0015/0030] 3290/4800, lr:2.5e-05 ∣ avg_100 : 5.347926 ∣ l2loss : 5.483344 ∣ 
[  epoch 0015/0030] 3300/4800, lr:2.5e-05 ∣ avg_100 : 5.346082 ∣ l2loss : 5.437470 ∣ 
[  epoch 0015/0030] 3310/4800, lr:2.5e-05 ∣ avg_100 : 5.346302 ∣ l2loss : 5.272404 ∣ 
[  epoch 0015/0030] 3320/4800, lr:2.5e-05 ∣ avg_100 : 5.344188 ∣ l2loss : 5.455141 ∣ 
[  epoch 0015/0030] 3330/4800, lr:2.5e-05 ∣ avg_100 : 5.341545 ∣ l2loss : 5.302583 ∣ 
[  epoch 0015/0030] 3340/4800, lr:2.5e-05 ∣ avg_100 : 5.343635 ∣ l2loss : 5.372476 ∣ 
[  epoch 0015/0030] 3350/4800, lr:2.5e-05 ∣ avg_100 : 5.344199 ∣ l2loss : 5.366358 ∣ 
[  epoch 0015/0030] 3360/4800, lr:2.5e-05 ∣ avg_100 : 5.346980 ∣ l2loss : 5.375361 ∣ 
[  epoch 0015/0030] 3370/4800, lr:2.5e-05 ∣ avg_100 : 5.344144 ∣ l2loss : 5.147718 ∣ 
[  epoch 0015/0030] 3380/4800, lr:2.5e-05 ∣ avg_100 : 5.344722 ∣ l2loss : 5.458087 ∣ 
[  epoch 0015/0030] 3390/4800, lr:2.5e-05 ∣ avg_100 : 5.344584 ∣ l2loss : 5.517712 ∣ 
[  epoch 0015/0030] 3400/4800, lr:2.5e-05 ∣ avg_100 : 5.341184 ∣ l2loss : 5.176227 ∣ 
[  epoch 0015/0030] 3410/4800, lr:2.5e-05 ∣ avg_100 : 5.341907 ∣ l2loss : 5.449396 ∣ 
[  epoch 0015/0030] 3420/4800, lr:2.5e-05 ∣ avg_100 : 5.341491 ∣ l2loss : 5.387258 ∣ 
[  epoch 0015/0030] 3430/4800, lr:2.5e-05 ∣ avg_100 : 5.343603 ∣ l2loss : 5.335182 ∣ 
[  epoch 0015/0030] 3440/4800, lr:2.5e-05 ∣ avg_100 : 5.347447 ∣ l2loss : 5.533342 ∣ 
[  epoch 0015/0030] 3450/4800, lr:2.5e-05 ∣ avg_100 : 5.347146 ∣ l2loss : 5.227620 ∣ 
[  epoch 0015/0030] 3460/4800, lr:2.5e-05 ∣ avg_100 : 5.344679 ∣ l2loss : 5.179868 ∣ 
[  epoch 0015/0030] 3470/4800, lr:2.5e-05 ∣ avg_100 : 5.344608 ∣ l2loss : 5.523914 ∣ 
[  epoch 0015/0030] 3480/4800, lr:2.5e-05 ∣ avg_100 : 5.346401 ∣ l2loss : 5.577037 ∣ 
[  epoch 0015/0030] 3490/4800, lr:2.5e-05 ∣ avg_100 : 5.343783 ∣ l2loss : 5.163274 ∣ 
[  epoch 0015/0030] 3500/4800, lr:2.5e-05 ∣ avg_100 : 5.343472 ∣ l2loss : 5.160581 ∣ 
[  epoch 0015/0030] 3510/4800, lr:2.5e-05 ∣ avg_100 : 5.342220 ∣ l2loss : 5.233789 ∣ 
[  epoch 0015/0030] 3520/4800, lr:2.5e-05 ∣ avg_100 : 5.341370 ∣ l2loss : 5.322131 ∣ 
[  epoch 0015/0030] 3530/4800, lr:2.5e-05 ∣ avg_100 : 5.342225 ∣ l2loss : 5.453036 ∣ 
[  epoch 0015/0030] 3540/4800, lr:2.5e-05 ∣ avg_100 : 5.340805 ∣ l2loss : 5.200307 ∣ 
[  epoch 0015/0030] 3550/4800, lr:2.5e-05 ∣ avg_100 : 5.342379 ∣ l2loss : 5.304560 ∣ 
[  epoch 0015/0030] 3560/4800, lr:2.5e-05 ∣ avg_100 : 5.341009 ∣ l2loss : 5.391372 ∣ 
[  epoch 0015/0030] 3570/4800, lr:2.5e-05 ∣ avg_100 : 5.344563 ∣ l2loss : 5.487855 ∣ 
[  epoch 0015/0030] 3580/4800, lr:2.5e-05 ∣ avg_100 : 5.344962 ∣ l2loss : 5.368324 ∣ 
[  epoch 0015/0030] 3590/4800, lr:2.5e-05 ∣ avg_100 : 5.341797 ∣ l2loss : 5.100210 ∣ 
[  epoch 0015/0030] 3600/4800, lr:2.5e-05 ∣ avg_100 : 5.347285 ∣ l2loss : 5.729868 ∣ 
[  epoch 0015/0030] 3610/4800, lr:2.5e-05 ∣ avg_100 : 5.347690 ∣ l2loss : 5.388624 ∣ 
[  epoch 0015/0030] 3620/4800, lr:2.5e-05 ∣ avg_100 : 5.349672 ∣ l2loss : 5.648124 ∣ 
[  epoch 0015/0030] 3630/4800, lr:2.5e-05 ∣ avg_100 : 5.349915 ∣ l2loss : 5.449551 ∣ 
[  epoch 0015/0030] 3640/4800, lr:2.5e-05 ∣ avg_100 : 5.347103 ∣ l2loss : 5.368545 ∣ 
[  epoch 0015/0030] 3650/4800, lr:2.5e-05 ∣ avg_100 : 5.346852 ∣ l2loss : 5.329165 ∣ 
[  epoch 0015/0030] 3660/4800, lr:2.5e-05 ∣ avg_100 : 5.346942 ∣ l2loss : 5.436525 ∣ 
[  epoch 0015/0030] 3670/4800, lr:2.5e-05 ∣ avg_100 : 5.344341 ∣ l2loss : 5.329447 ∣ 
[  epoch 0015/0030] 3680/4800, lr:2.5e-05 ∣ avg_100 : 5.342420 ∣ l2loss : 5.224173 ∣ 
[  epoch 0015/0030] 3690/4800, lr:2.5e-05 ∣ avg_100 : 5.340600 ∣ l2loss : 5.151119 ∣ 
[  epoch 0015/0030] 3700/4800, lr:2.5e-05 ∣ avg_100 : 5.334996 ∣ l2loss : 5.268346 ∣ 
[  epoch 0015/0030] 3710/4800, lr:2.5e-05 ∣ avg_100 : 5.333348 ∣ l2loss : 5.325732 ∣ 
[  epoch 0015/0030] 3720/4800, lr:2.5e-05 ∣ avg_100 : 5.333168 ∣ l2loss : 5.220533 ∣ 
[  epoch 0015/0030] 3730/4800, lr:2.5e-05 ∣ avg_100 : 5.334245 ∣ l2loss : 5.435092 ∣ 
[  epoch 0015/0030] 3740/4800, lr:2.5e-05 ∣ avg_100 : 5.337677 ∣ l2loss : 5.573399 ∣ 
[  epoch 0015/0030] 3750/4800, lr:2.5e-05 ∣ avg_100 : 5.340760 ∣ l2loss : 5.535369 ∣ 
[  epoch 0015/0030] 3760/4800, lr:2.5e-05 ∣ avg_100 : 5.339385 ∣ l2loss : 5.302748 ∣ 
[  epoch 0015/0030] 3770/4800, lr:2.5e-05 ∣ avg_100 : 5.342144 ∣ l2loss : 5.493548 ∣ 
[  epoch 0015/0030] 3780/4800, lr:2.5e-05 ∣ avg_100 : 5.345782 ∣ l2loss : 5.501003 ∣ 
[  epoch 0015/0030] 3790/4800, lr:2.5e-05 ∣ avg_100 : 5.340335 ∣ l2loss : 5.040916 ∣ 
[  epoch 0015/0030] 3800/4800, lr:2.5e-05 ∣ avg_100 : 5.341603 ∣ l2loss : 5.530563 ∣ 
[  epoch 0015/0030] 3810/4800, lr:2.5e-05 ∣ avg_100 : 5.341948 ∣ l2loss : 5.220989 ∣ 
[  epoch 0015/0030] 3820/4800, lr:2.5e-05 ∣ avg_100 : 5.344052 ∣ l2loss : 5.287441 ∣ 
[  epoch 0015/0030] 3830/4800, lr:2.5e-05 ∣ avg_100 : 5.342525 ∣ l2loss : 5.168898 ∣ 
[  epoch 0015/0030] 3840/4800, lr:2.5e-05 ∣ avg_100 : 5.344691 ∣ l2loss : 5.577060 ∣ 
[  epoch 0015/0030] 3850/4800, lr:2.5e-05 ∣ avg_100 : 5.344868 ∣ l2loss : 5.378885 ∣ 
[  epoch 0015/0030] 3860/4800, lr:2.5e-05 ∣ avg_100 : 5.342338 ∣ l2loss : 5.300197 ∣ 
[  epoch 0015/0030] 3870/4800, lr:2.5e-05 ∣ avg_100 : 5.342305 ∣ l2loss : 5.174690 ∣ 
[  epoch 0015/0030] 3880/4800, lr:2.5e-05 ∣ avg_100 : 5.342961 ∣ l2loss : 5.294756 ∣ 
[  epoch 0015/0030] 3890/4800, lr:2.5e-05 ∣ avg_100 : 5.341677 ∣ l2loss : 5.417589 ∣ 
[  epoch 0015/0030] 3900/4800, lr:2.5e-05 ∣ avg_100 : 5.342236 ∣ l2loss : 5.519217 ∣ 
[  epoch 0015/0030] 3910/4800, lr:2.5e-05 ∣ avg_100 : 5.341331 ∣ l2loss : 5.302129 ∣ 
[  epoch 0015/0030] 3920/4800, lr:2.5e-05 ∣ avg_100 : 5.341893 ∣ l2loss : 5.109973 ∣ 
[  epoch 0015/0030] 3930/4800, lr:2.5e-05 ∣ avg_100 : 5.339245 ∣ l2loss : 5.167075 ∣ 
[  epoch 0015/0030] 3940/4800, lr:2.5e-05 ∣ avg_100 : 5.339953 ∣ l2loss : 5.274507 ∣ 
[  epoch 0015/0030] 3950/4800, lr:2.5e-05 ∣ avg_100 : 5.341761 ∣ l2loss : 5.220000 ∣ 
[  epoch 0015/0030] 3960/4800, lr:2.5e-05 ∣ avg_100 : 5.343836 ∣ l2loss : 5.265294 ∣ 
[  epoch 0015/0030] 3970/4800, lr:2.5e-05 ∣ avg_100 : 5.343064 ∣ l2loss : 5.276560 ∣ 
[  epoch 0015/0030] 3980/4800, lr:2.5e-05 ∣ avg_100 : 5.344870 ∣ l2loss : 5.389410 ∣ 
[  epoch 0015/0030] 3990/4800, lr:2.5e-05 ∣ avg_100 : 5.344685 ∣ l2loss : 5.322969 ∣ 
[  epoch 0015/0030] 4000/4800, lr:2.5e-05 ∣ avg_100 : 5.345395 ∣ l2loss : 5.377555 ∣ 
[  epoch 0015/0030] 4010/4800, lr:2.5e-05 ∣ avg_100 : 5.343089 ∣ l2loss : 5.325079 ∣ 
[  epoch 0015/0030] 4020/4800, lr:2.5e-05 ∣ avg_100 : 5.343784 ∣ l2loss : 5.382114 ∣ 
[  epoch 0015/0030] 4030/4800, lr:2.5e-05 ∣ avg_100 : 5.346385 ∣ l2loss : 5.613461 ∣ 
[  epoch 0015/0030] 4040/4800, lr:2.5e-05 ∣ avg_100 : 5.349449 ∣ l2loss : 5.429125 ∣ 
[  epoch 0015/0030] 4050/4800, lr:2.5e-05 ∣ avg_100 : 5.349698 ∣ l2loss : 5.356084 ∣ 
[  epoch 0015/0030] 4060/4800, lr:2.5e-05 ∣ avg_100 : 5.346343 ∣ l2loss : 5.088148 ∣ 
[  epoch 0015/0030] 4070/4800, lr:2.5e-05 ∣ avg_100 : 5.349096 ∣ l2loss : 5.347326 ∣ 
[  epoch 0015/0030] 4080/4800, lr:2.5e-05 ∣ avg_100 : 5.349693 ∣ l2loss : 5.356607 ∣ 
[  epoch 0015/0030] 4090/4800, lr:2.5e-05 ∣ avg_100 : 5.349175 ∣ l2loss : 5.337834 ∣ 
[  epoch 0015/0030] 4100/4800, lr:2.5e-05 ∣ avg_100 : 5.346503 ∣ l2loss : 5.308386 ∣ 
[  epoch 0015/0030] 4110/4800, lr:2.5e-05 ∣ avg_100 : 5.343136 ∣ l2loss : 5.188260 ∣ 
[  epoch 0015/0030] 4120/4800, lr:2.5e-05 ∣ avg_100 : 5.343938 ∣ l2loss : 5.296109 ∣ 
[  epoch 0015/0030] 4130/4800, lr:2.5e-05 ∣ avg_100 : 5.341345 ∣ l2loss : 5.098947 ∣ 
[  epoch 0015/0030] 4140/4800, lr:2.5e-05 ∣ avg_100 : 5.338645 ∣ l2loss : 5.310775 ∣ 
[  epoch 0015/0030] 4150/4800, lr:2.5e-05 ∣ avg_100 : 5.339131 ∣ l2loss : 5.340537 ∣ 
[  epoch 0015/0030] 4160/4800, lr:2.5e-05 ∣ avg_100 : 5.342512 ∣ l2loss : 5.604190 ∣ 
[  epoch 0015/0030] 4170/4800, lr:2.5e-05 ∣ avg_100 : 5.344752 ∣ l2loss : 5.476077 ∣ 
[  epoch 0015/0030] 4180/4800, lr:2.5e-05 ∣ avg_100 : 5.340775 ∣ l2loss : 5.048293 ∣ 
[  epoch 0015/0030] 4190/4800, lr:2.5e-05 ∣ avg_100 : 5.343356 ∣ l2loss : 5.392072 ∣ 
[  epoch 0015/0030] 4200/4800, lr:2.5e-05 ∣ avg_100 : 5.342987 ∣ l2loss : 5.377228 ∣ 
[  epoch 0015/0030] 4210/4800, lr:2.5e-05 ∣ avg_100 : 5.340506 ∣ l2loss : 5.026927 ∣ 
[  epoch 0015/0030] 4220/4800, lr:2.5e-05 ∣ avg_100 : 5.339251 ∣ l2loss : 5.189236 ∣ 
[  epoch 0015/0030] 4230/4800, lr:2.5e-05 ∣ avg_100 : 5.342345 ∣ l2loss : 5.492765 ∣ 
[  epoch 0015/0030] 4240/4800, lr:2.5e-05 ∣ avg_100 : 5.340823 ∣ l2loss : 5.163514 ∣ 
[  epoch 0015/0030] 4250/4800, lr:2.5e-05 ∣ avg_100 : 5.340014 ∣ l2loss : 5.258662 ∣ 
[  epoch 0015/0030] 4260/4800, lr:2.5e-05 ∣ avg_100 : 5.340711 ∣ l2loss : 5.432144 ∣ 
[  epoch 0015/0030] 4270/4800, lr:2.5e-05 ∣ avg_100 : 5.341370 ∣ l2loss : 5.428967 ∣ 
[  epoch 0015/0030] 4280/4800, lr:2.5e-05 ∣ avg_100 : 5.338829 ∣ l2loss : 5.122505 ∣ 
[  epoch 0015/0030] 4290/4800, lr:2.5e-05 ∣ avg_100 : 5.338614 ∣ l2loss : 5.461827 ∣ 
[  epoch 0015/0030] 4300/4800, lr:2.5e-05 ∣ avg_100 : 5.337167 ∣ l2loss : 5.292841 ∣ 
[  epoch 0015/0030] 4310/4800, lr:2.5e-05 ∣ avg_100 : 5.337580 ∣ l2loss : 5.313617 ∣ 
[  epoch 0015/0030] 4320/4800, lr:2.5e-05 ∣ avg_100 : 5.338329 ∣ l2loss : 5.530032 ∣ 
[  epoch 0015/0030] 4330/4800, lr:2.5e-05 ∣ avg_100 : 5.338811 ∣ l2loss : 5.350854 ∣ 
[  epoch 0015/0030] 4340/4800, lr:2.5e-05 ∣ avg_100 : 5.338263 ∣ l2loss : 5.317675 ∣ 
[  epoch 0015/0030] 4350/4800, lr:2.5e-05 ∣ avg_100 : 5.335342 ∣ l2loss : 5.074242 ∣ 
[  epoch 0015/0030] 4360/4800, lr:2.5e-05 ∣ avg_100 : 5.335945 ∣ l2loss : 5.435675 ∣ 
[  epoch 0015/0030] 4370/4800, lr:2.5e-05 ∣ avg_100 : 5.337655 ∣ l2loss : 5.318680 ∣ 
[  epoch 0015/0030] 4380/4800, lr:2.5e-05 ∣ avg_100 : 5.335078 ∣ l2loss : 5.200414 ∣ 
[  epoch 0015/0030] 4390/4800, lr:2.5e-05 ∣ avg_100 : 5.335007 ∣ l2loss : 5.510598 ∣ 
[  epoch 0015/0030] 4400/4800, lr:2.5e-05 ∣ avg_100 : 5.335843 ∣ l2loss : 5.259840 ∣ 
[  epoch 0015/0030] 4410/4800, lr:2.5e-05 ∣ avg_100 : 5.335015 ∣ l2loss : 5.366567 ∣ 
[  epoch 0015/0030] 4420/4800, lr:2.5e-05 ∣ avg_100 : 5.335500 ∣ l2loss : 5.435749 ∣ 
[  epoch 0015/0030] 4430/4800, lr:2.5e-05 ∣ avg_100 : 5.335654 ∣ l2loss : 5.350624 ∣ 
[  epoch 0015/0030] 4440/4800, lr:2.5e-05 ∣ avg_100 : 5.332067 ∣ l2loss : 5.174654 ∣ 
[  epoch 0015/0030] 4450/4800, lr:2.5e-05 ∣ avg_100 : 5.335228 ∣ l2loss : 5.543657 ∣ 
[  epoch 0015/0030] 4460/4800, lr:2.5e-05 ∣ avg_100 : 5.339258 ∣ l2loss : 5.582892 ∣ 
[  epoch 0015/0030] 4470/4800, lr:2.5e-05 ∣ avg_100 : 5.339080 ∣ l2loss : 5.506142 ∣ 
[  epoch 0015/0030] 4480/4800, lr:2.5e-05 ∣ avg_100 : 5.337450 ∣ l2loss : 5.413990 ∣ 
[  epoch 0015/0030] 4490/4800, lr:2.5e-05 ∣ avg_100 : 5.337918 ∣ l2loss : 5.210068 ∣ 
[  epoch 0015/0030] 4500/4800, lr:2.5e-05 ∣ avg_100 : 5.338001 ∣ l2loss : 5.168960 ∣ 
[  epoch 0015/0030] 4510/4800, lr:2.5e-05 ∣ avg_100 : 5.339067 ∣ l2loss : 5.340335 ∣ 
[  epoch 0015/0030] 4520/4800, lr:2.5e-05 ∣ avg_100 : 5.340297 ∣ l2loss : 5.445173 ∣ 
[  epoch 0015/0030] 4530/4800, lr:2.5e-05 ∣ avg_100 : 5.339494 ∣ l2loss : 5.372673 ∣ 
[  epoch 0015/0030] 4540/4800, lr:2.5e-05 ∣ avg_100 : 5.341014 ∣ l2loss : 5.352352 ∣ 
[  epoch 0015/0030] 4550/4800, lr:2.5e-05 ∣ avg_100 : 5.341576 ∣ l2loss : 5.360707 ∣ 
[  epoch 0015/0030] 4560/4800, lr:2.5e-05 ∣ avg_100 : 5.341780 ∣ l2loss : 5.411802 ∣ 
[  epoch 0015/0030] 4570/4800, lr:2.5e-05 ∣ avg_100 : 5.338850 ∣ l2loss : 5.194876 ∣ 
[  epoch 0015/0030] 4580/4800, lr:2.5e-05 ∣ avg_100 : 5.337441 ∣ l2loss : 5.227454 ∣ 
[  epoch 0015/0030] 4590/4800, lr:2.5e-05 ∣ avg_100 : 5.339504 ∣ l2loss : 5.306468 ∣ 
[  epoch 0015/0030] 4600/4800, lr:2.5e-05 ∣ avg_100 : 5.335636 ∣ l2loss : 5.343080 ∣ 
[  epoch 0015/0030] 4610/4800, lr:2.5e-05 ∣ avg_100 : 5.338096 ∣ l2loss : 5.634618 ∣ 
[  epoch 0015/0030] 4620/4800, lr:2.5e-05 ∣ avg_100 : 5.336333 ∣ l2loss : 5.471812 ∣ 
[  epoch 0015/0030] 4630/4800, lr:2.5e-05 ∣ avg_100 : 5.333943 ∣ l2loss : 5.210610 ∣ 
[  epoch 0015/0030] 4640/4800, lr:2.5e-05 ∣ avg_100 : 5.332586 ∣ l2loss : 5.232820 ∣ 
[  epoch 0015/0030] 4650/4800, lr:2.5e-05 ∣ avg_100 : 5.334082 ∣ l2loss : 5.478750 ∣ 
[  epoch 0015/0030] 4660/4800, lr:2.5e-05 ∣ avg_100 : 5.332392 ∣ l2loss : 5.267557 ∣ 
[  epoch 0015/0030] 4670/4800, lr:2.5e-05 ∣ avg_100 : 5.331162 ∣ l2loss : 5.206427 ∣ 
[  epoch 0015/0030] 4680/4800, lr:2.5e-05 ∣ avg_100 : 5.332664 ∣ l2loss : 5.374337 ∣ 
[  epoch 0015/0030] 4690/4800, lr:2.5e-05 ∣ avg_100 : 5.334035 ∣ l2loss : 5.288208 ∣ 
[  epoch 0015/0030] 4700/4800, lr:2.5e-05 ∣ avg_100 : 5.332951 ∣ l2loss : 5.160022 ∣ 
[  epoch 0015/0030] 4710/4800, lr:2.5e-05 ∣ avg_100 : 5.331689 ∣ l2loss : 5.199469 ∣ 
[  epoch 0015/0030] 4720/4800, lr:2.5e-05 ∣ avg_100 : 5.332106 ∣ l2loss : 5.262203 ∣ 
[  epoch 0015/0030] 4730/4800, lr:2.5e-05 ∣ avg_100 : 5.332679 ∣ l2loss : 5.492474 ∣ 
[  epoch 0015/0030] 4740/4800, lr:2.5e-05 ∣ avg_100 : 5.331442 ∣ l2loss : 5.449697 ∣ 
[  epoch 0015/0030] 4750/4800, lr:2.5e-05 ∣ avg_100 : 5.328819 ∣ l2loss : 5.273073 ∣ 
[  epoch 0015/0030] 4760/4800, lr:2.5e-05 ∣ avg_100 : 5.330795 ∣ l2loss : 5.500346 ∣ 
[  epoch 0015/0030] 4770/4800, lr:2.5e-05 ∣ avg_100 : 5.331198 ∣ l2loss : 5.533785 ∣ 
[  epoch 0015/0030] 4780/4800, lr:2.5e-05 ∣ avg_100 : 5.331189 ∣ l2loss : 5.500150 ∣ 
[  epoch 0015/0030] 4790/4800, lr:2.5e-05 ∣ avg_100 : 5.335385 ∣ l2loss : 5.460499 ∣ 
[  epoch 0015/0030] 4800/4800, lr:1.3e-05 ∣ avg_100 : 5.336952 ∣ l2loss : 5.687288 ∣ 
[    val 015    ] Done! PSNR : 36.47 dB, SSIM : 0.925 total: 23:13:33                   
[  epoch 0016/0030] 0010/4800, lr:1.3e-05 ∣ avg_100 : 5.336959 ∣ l2loss : 5.221674 ∣ 
[  epoch 0016/0030] 0020/4800, lr:1.3e-05 ∣ avg_100 : 5.335711 ∣ l2loss : 5.162604 ∣ 
[  epoch 0016/0030] 0030/4800, lr:1.3e-05 ∣ avg_100 : 5.336330 ∣ l2loss : 5.230772 ∣ 
[  epoch 0016/0030] 0040/4800, lr:1.3e-05 ∣ avg_100 : 5.331306 ∣ l2loss : 5.074686 ∣ 
[  epoch 0016/0030] 0050/4800, lr:1.3e-05 ∣ avg_100 : 5.330786 ∣ l2loss : 5.326916 ∣ 
[  epoch 0016/0030] 0060/4800, lr:1.3e-05 ∣ avg_100 : 5.333085 ∣ l2loss : 5.530123 ∣ 
[  epoch 0016/0030] 0070/4800, lr:1.3e-05 ∣ avg_100 : 5.333169 ∣ l2loss : 5.183056 ∣ 
[  epoch 0016/0030] 0080/4800, lr:1.3e-05 ∣ avg_100 : 5.334331 ∣ l2loss : 5.410925 ∣ 
[  epoch 0016/0030] 0090/4800, lr:1.3e-05 ∣ avg_100 : 5.333888 ∣ l2loss : 5.373345 ∣ 
[  epoch 0016/0030] 0100/4800, lr:1.3e-05 ∣ avg_100 : 5.329594 ∣ l2loss : 5.089806 ∣ 
[  epoch 0016/0030] 0110/4800, lr:1.3e-05 ∣ avg_100 : 5.328013 ∣ l2loss : 5.144013 ∣ 
[  epoch 0016/0030] 0120/4800, lr:1.3e-05 ∣ avg_100 : 5.329462 ∣ l2loss : 5.254848 ∣ 
[  epoch 0016/0030] 0130/4800, lr:1.3e-05 ∣ avg_100 : 5.330882 ∣ l2loss : 5.309109 ∣ 
[  epoch 0016/0030] 0140/4800, lr:1.3e-05 ∣ avg_100 : 5.329504 ∣ l2loss : 5.136742 ∣ 
[  epoch 0016/0030] 0150/4800, lr:1.3e-05 ∣ avg_100 : 5.331965 ∣ l2loss : 5.466088 ∣ 
[  epoch 0016/0030] 0160/4800, lr:1.3e-05 ∣ avg_100 : 5.332453 ∣ l2loss : 5.314048 ∣ 
[  epoch 0016/0030] 0170/4800, lr:1.3e-05 ∣ avg_100 : 5.331254 ∣ l2loss : 5.156661 ∣ 
[  epoch 0016/0030] 0180/4800, lr:1.3e-05 ∣ avg_100 : 5.331308 ∣ l2loss : 5.394854 ∣ 
[  epoch 0016/0030] 0190/4800, lr:1.3e-05 ∣ avg_100 : 5.329029 ∣ l2loss : 5.095079 ∣ 
[  epoch 0016/0030] 0200/4800, lr:1.3e-05 ∣ avg_100 : 5.327397 ∣ l2loss : 5.214316 ∣ 
[  epoch 0016/0030] 0210/4800, lr:1.3e-05 ∣ avg_100 : 5.326886 ∣ l2loss : 5.274014 ∣ 
[  epoch 0016/0030] 0220/4800, lr:1.3e-05 ∣ avg_100 : 5.326716 ∣ l2loss : 5.365053 ∣ 
[  epoch 0016/0030] 0230/4800, lr:1.3e-05 ∣ avg_100 : 5.323566 ∣ l2loss : 5.298524 ∣ 
[  epoch 0016/0030] 0240/4800, lr:1.3e-05 ∣ avg_100 : 5.321248 ∣ l2loss : 5.197311 ∣ 
[  epoch 0016/0030] 0250/4800, lr:1.3e-05 ∣ avg_100 : 5.319494 ∣ l2loss : 5.180671 ∣ 
[  epoch 0016/0030] 0260/4800, lr:1.3e-05 ∣ avg_100 : 5.322147 ∣ l2loss : 5.353411 ∣ 
[  epoch 0016/0030] 0270/4800, lr:1.3e-05 ∣ avg_100 : 5.320175 ∣ l2loss : 5.150184 ∣ 
[  epoch 0016/0030] 0280/4800, lr:1.3e-05 ∣ avg_100 : 5.321491 ∣ l2loss : 5.488226 ∣ 
[  epoch 0016/0030] 0290/4800, lr:1.3e-05 ∣ avg_100 : 5.321405 ∣ l2loss : 5.329191 ∣ 
[  epoch 0016/0030] 0300/4800, lr:1.3e-05 ∣ avg_100 : 5.320290 ∣ l2loss : 5.196864 ∣ 
[  epoch 0016/0030] 0310/4800, lr:1.3e-05 ∣ avg_100 : 5.320641 ∣ l2loss : 5.223357 ∣ 
[  epoch 0016/0030] 0320/4800, lr:1.3e-05 ∣ avg_100 : 5.317982 ∣ l2loss : 5.030260 ∣ 
[  epoch 0016/0030] 0330/4800, lr:1.3e-05 ∣ avg_100 : 5.319759 ∣ l2loss : 5.276587 ∣ 
[  epoch 0016/0030] 0340/4800, lr:1.3e-05 ∣ avg_100 : 5.320196 ∣ l2loss : 5.354541 ∣ 
[  epoch 0016/0030] 0350/4800, lr:1.3e-05 ∣ avg_100 : 5.318164 ∣ l2loss : 5.137306 ∣ 
[  epoch 0016/0030] 0360/4800, lr:1.3e-05 ∣ avg_100 : 5.314612 ∣ l2loss : 5.248966 ∣ 
[  epoch 0016/0030] 0370/4800, lr:1.3e-05 ∣ avg_100 : 5.312844 ∣ l2loss : 5.299268 ∣ 
[  epoch 0016/0030] 0380/4800, lr:1.3e-05 ∣ avg_100 : 5.314157 ∣ l2loss : 5.179660 ∣ 
[  epoch 0016/0030] 0390/4800, lr:1.3e-05 ∣ avg_100 : 5.313181 ∣ l2loss : 5.294402 ∣ 
[  epoch 0016/0030] 0400/4800, lr:1.3e-05 ∣ avg_100 : 5.312391 ∣ l2loss : 5.298303 ∣ 
[  epoch 0016/0030] 0410/4800, lr:1.3e-05 ∣ avg_100 : 5.312927 ∣ l2loss : 5.080440 ∣ 
[  epoch 0016/0030] 0420/4800, lr:1.3e-05 ∣ avg_100 : 5.312761 ∣ l2loss : 5.172718 ∣ 
[  epoch 0016/0030] 0430/4800, lr:1.3e-05 ∣ avg_100 : 5.314228 ∣ l2loss : 5.639392 ∣ 
[  epoch 0016/0030] 0440/4800, lr:1.3e-05 ∣ avg_100 : 5.314225 ∣ l2loss : 5.163259 ∣ 
[  epoch 0016/0030] 0450/4800, lr:1.3e-05 ∣ avg_100 : 5.311882 ∣ l2loss : 5.024336 ∣ 
[  epoch 0016/0030] 0460/4800, lr:1.3e-05 ∣ avg_100 : 5.309240 ∣ l2loss : 5.167925 ∣ 
[  epoch 0016/0030] 0470/4800, lr:1.3e-05 ∣ avg_100 : 5.308217 ∣ l2loss : 5.326700 ∣ 
[  epoch 0016/0030] 0480/4800, lr:1.3e-05 ∣ avg_100 : 5.309981 ∣ l2loss : 5.298948 ∣ 
[  epoch 0016/0030] 0490/4800, lr:1.3e-05 ∣ avg_100 : 5.307516 ∣ l2loss : 5.215299 ∣ 
[  epoch 0016/0030] 0500/4800, lr:1.3e-05 ∣ avg_100 : 5.307620 ∣ l2loss : 5.303275 ∣ 
[  epoch 0016/0030] 0510/4800, lr:1.3e-05 ∣ avg_100 : 5.311161 ∣ l2loss : 5.667654 ∣ 
[  epoch 0016/0030] 0520/4800, lr:1.3e-05 ∣ avg_100 : 5.308095 ∣ l2loss : 5.223480 ∣ 
[  epoch 0016/0030] 0530/4800, lr:1.3e-05 ∣ avg_100 : 5.306139 ∣ l2loss : 5.155212 ∣ 
[  epoch 0016/0030] 0540/4800, lr:1.3e-05 ∣ avg_100 : 5.305444 ∣ l2loss : 5.248155 ∣ 
[  epoch 0016/0030] 0550/4800, lr:1.3e-05 ∣ avg_100 : 5.307938 ∣ l2loss : 5.323705 ∣ 
[  epoch 0016/0030] 0560/4800, lr:1.3e-05 ∣ avg_100 : 5.304895 ∣ l2loss : 5.131301 ∣ 
[  epoch 0016/0030] 0570/4800, lr:1.3e-05 ∣ avg_100 : 5.304360 ∣ l2loss : 5.265202 ∣ 
[  epoch 0016/0030] 0580/4800, lr:1.3e-05 ∣ avg_100 : 5.307110 ∣ l2loss : 5.475475 ∣ 
[  epoch 0016/0030] 0590/4800, lr:1.3e-05 ∣ avg_100 : 5.305585 ∣ l2loss : 5.358070 ∣ 
[  epoch 0016/0030] 0600/4800, lr:1.3e-05 ∣ avg_100 : 5.303508 ∣ l2loss : 5.052153 ∣ 
[  epoch 0016/0030] 0610/4800, lr:1.3e-05 ∣ avg_100 : 5.301638 ∣ l2loss : 5.179498 ∣ 
[  epoch 0016/0030] 0620/4800, lr:1.3e-05 ∣ avg_100 : 5.298548 ∣ l2loss : 5.126776 ∣ 
[  epoch 0016/0030] 0630/4800, lr:1.3e-05 ∣ avg_100 : 5.297730 ∣ l2loss : 5.268792 ∣ 
[  epoch 0016/0030] 0640/4800, lr:1.3e-05 ∣ avg_100 : 5.298056 ∣ l2loss : 5.207267 ∣ 
[  epoch 0016/0030] 0650/4800, lr:1.3e-05 ∣ avg_100 : 5.295702 ∣ l2loss : 5.308332 ∣ 
[  epoch 0016/0030] 0660/4800, lr:1.3e-05 ∣ avg_100 : 5.294172 ∣ l2loss : 5.429892 ∣ 
[  epoch 0016/0030] 0670/4800, lr:1.3e-05 ∣ avg_100 : 5.292141 ∣ l2loss : 5.302972 ∣ 
[  epoch 0016/0030] 0680/4800, lr:1.3e-05 ∣ avg_100 : 5.291232 ∣ l2loss : 5.323152 ∣ 
[  epoch 0016/0030] 0690/4800, lr:1.3e-05 ∣ avg_100 : 5.290791 ∣ l2loss : 5.165930 ∣ 
[  epoch 0016/0030] 0700/4800, lr:1.3e-05 ∣ avg_100 : 5.292522 ∣ l2loss : 5.342036 ∣ 
[  epoch 0016/0030] 0710/4800, lr:1.3e-05 ∣ avg_100 : 5.291214 ∣ l2loss : 5.209575 ∣ 
[  epoch 0016/0030] 0720/4800, lr:1.3e-05 ∣ avg_100 : 5.290039 ∣ l2loss : 5.327686 ∣ 
[  epoch 0016/0030] 0730/4800, lr:1.3e-05 ∣ avg_100 : 5.288513 ∣ l2loss : 5.220076 ∣ 
[  epoch 0016/0030] 0740/4800, lr:1.3e-05 ∣ avg_100 : 5.289639 ∣ l2loss : 5.464905 ∣ 
[  epoch 0016/0030] 0750/4800, lr:1.3e-05 ∣ avg_100 : 5.286278 ∣ l2loss : 5.024592 ∣ 
[  epoch 0016/0030] 0760/4800, lr:1.3e-05 ∣ avg_100 : 5.284127 ∣ l2loss : 5.196781 ∣ 
[  epoch 0016/0030] 0770/4800, lr:1.3e-05 ∣ avg_100 : 5.285306 ∣ l2loss : 5.312691 ∣ 
[  epoch 0016/0030] 0780/4800, lr:1.3e-05 ∣ avg_100 : 5.284015 ∣ l2loss : 5.098439 ∣ 
[  epoch 0016/0030] 0790/4800, lr:1.3e-05 ∣ avg_100 : 5.284428 ∣ l2loss : 5.347758 ∣ 
[  epoch 0016/0030] 0800/4800, lr:1.3e-05 ∣ avg_100 : 5.280293 ∣ l2loss : 4.929592 ∣ 
[  epoch 0016/0030] 0810/4800, lr:1.3e-05 ∣ avg_100 : 5.275231 ∣ l2loss : 5.128361 ∣ 
[  epoch 0016/0030] 0820/4800, lr:1.3e-05 ∣ avg_100 : 5.273570 ∣ l2loss : 5.305699 ∣ 
[  epoch 0016/0030] 0830/4800, lr:1.3e-05 ∣ avg_100 : 5.275262 ∣ l2loss : 5.379830 ∣ 
[  epoch 0016/0030] 0840/4800, lr:1.3e-05 ∣ avg_100 : 5.272645 ∣ l2loss : 4.971158 ∣ 
[  epoch 0016/0030] 0850/4800, lr:1.3e-05 ∣ avg_100 : 5.271892 ∣ l2loss : 5.403440 ∣ 
[  epoch 0016/0030] 0860/4800, lr:1.3e-05 ∣ avg_100 : 5.271577 ∣ l2loss : 5.235996 ∣ 
[  epoch 0016/0030] 0870/4800, lr:1.3e-05 ∣ avg_100 : 5.271297 ∣ l2loss : 5.178464 ∣ 
[  epoch 0016/0030] 0880/4800, lr:1.3e-05 ∣ avg_100 : 5.271126 ∣ l2loss : 5.357272 ∣ 
[  epoch 0016/0030] 0890/4800, lr:1.3e-05 ∣ avg_100 : 5.271579 ∣ l2loss : 5.333466 ∣ 
[  epoch 0016/0030] 0900/4800, lr:1.3e-05 ∣ avg_100 : 5.271202 ∣ l2loss : 5.122290 ∣ 
[  epoch 0016/0030] 0910/4800, lr:1.3e-05 ∣ avg_100 : 5.273641 ∣ l2loss : 5.443391 ∣ 
[  epoch 0016/0030] 0920/4800, lr:1.3e-05 ∣ avg_100 : 5.271508 ∣ l2loss : 5.048874 ∣ 
[  epoch 0016/0030] 0930/4800, lr:1.3e-05 ∣ avg_100 : 5.267918 ∣ l2loss : 5.133505 ∣ 
[  epoch 0016/0030] 0940/4800, lr:1.3e-05 ∣ avg_100 : 5.265286 ∣ l2loss : 5.186513 ∣ 
[  epoch 0016/0030] 0950/4800, lr:1.3e-05 ∣ avg_100 : 5.266722 ∣ l2loss : 5.416686 ∣ 
[  epoch 0016/0030] 0960/4800, lr:1.3e-05 ∣ avg_100 : 5.263253 ∣ l2loss : 5.153405 ∣ 
[  epoch 0016/0030] 0970/4800, lr:1.3e-05 ∣ avg_100 : 5.258953 ∣ l2loss : 5.103816 ∣ 
[  epoch 0016/0030] 0980/4800, lr:1.3e-05 ∣ avg_100 : 5.255826 ∣ l2loss : 5.187479 ∣ 
[  epoch 0016/0030] 0990/4800, lr:1.3e-05 ∣ avg_100 : 5.253116 ∣ l2loss : 5.189437 ∣ 
[  epoch 0016/0030] 1000/4800, lr:1.3e-05 ∣ avg_100 : 5.248228 ∣ l2loss : 5.198524 ∣ 
[  epoch 0016/0030] 1010/4800, lr:1.3e-05 ∣ avg_100 : 5.251086 ∣ l2loss : 5.507482 ∣ 
[  epoch 0016/0030] 1020/4800, lr:1.3e-05 ∣ avg_100 : 5.253492 ∣ l2loss : 5.403167 ∣ 
[  epoch 0016/0030] 1030/4800, lr:1.3e-05 ∣ avg_100 : 5.255442 ∣ l2loss : 5.425758 ∣ 
[  epoch 0016/0030] 1040/4800, lr:1.3e-05 ∣ avg_100 : 5.257617 ∣ l2loss : 5.292201 ∣ 
[  epoch 0016/0030] 1050/4800, lr:1.3e-05 ∣ avg_100 : 5.256690 ∣ l2loss : 5.234278 ∣ 
[  epoch 0016/0030] 1060/4800, lr:1.3e-05 ∣ avg_100 : 5.252287 ∣ l2loss : 5.089804 ∣ 
[  epoch 0016/0030] 1070/4800, lr:1.3e-05 ∣ avg_100 : 5.255248 ∣ l2loss : 5.479083 ∣ 
[  epoch 0016/0030] 1080/4800, lr:1.3e-05 ∣ avg_100 : 5.253759 ∣ l2loss : 5.262052 ∣ 
[  epoch 0016/0030] 1090/4800, lr:1.3e-05 ∣ avg_100 : 5.253148 ∣ l2loss : 5.312214 ∣ 
[  epoch 0016/0030] 1100/4800, lr:1.3e-05 ∣ avg_100 : 5.256501 ∣ l2loss : 5.425172 ∣ 
[  epoch 0016/0030] 1110/4800, lr:1.3e-05 ∣ avg_100 : 5.258073 ∣ l2loss : 5.301202 ∣ 
[  epoch 0016/0030] 1120/4800, lr:1.3e-05 ∣ avg_100 : 5.259893 ∣ l2loss : 5.436845 ∣ 
[  epoch 0016/0030] 1130/4800, lr:1.3e-05 ∣ avg_100 : 5.259081 ∣ l2loss : 5.227935 ∣ 
[  epoch 0016/0030] 1140/4800, lr:1.3e-05 ∣ avg_100 : 5.261196 ∣ l2loss : 5.348223 ∣ 
[  epoch 0016/0030] 1150/4800, lr:1.3e-05 ∣ avg_100 : 5.260255 ∣ l2loss : 5.371993 ∣ 
[  epoch 0016/0030] 1160/4800, lr:1.3e-05 ∣ avg_100 : 5.260261 ∣ l2loss : 5.314638 ∣ 
[  epoch 0016/0030] 1170/4800, lr:1.3e-05 ∣ avg_100 : 5.264155 ∣ l2loss : 5.546102 ∣ 
[  epoch 0016/0030] 1180/4800, lr:1.3e-05 ∣ avg_100 : 5.262997 ∣ l2loss : 5.279001 ∣ 
[  epoch 0016/0030] 1190/4800, lr:1.3e-05 ∣ avg_100 : 5.267107 ∣ l2loss : 5.506072 ∣ 
[  epoch 0016/0030] 1200/4800, lr:1.3e-05 ∣ avg_100 : 5.267495 ∣ l2loss : 5.253155 ∣ 
[  epoch 0016/0030] 1210/4800, lr:1.3e-05 ∣ avg_100 : 5.268652 ∣ l2loss : 5.389735 ∣ 
[  epoch 0016/0030] 1220/4800, lr:1.3e-05 ∣ avg_100 : 5.269302 ∣ l2loss : 5.430029 ∣ 
[  epoch 0016/0030] 1230/4800, lr:1.3e-05 ∣ avg_100 : 5.266940 ∣ l2loss : 5.062257 ∣ 
[  epoch 0016/0030] 1240/4800, lr:1.3e-05 ∣ avg_100 : 5.267447 ∣ l2loss : 5.248103 ∣ 
[  epoch 0016/0030] 1250/4800, lr:1.3e-05 ∣ avg_100 : 5.268820 ∣ l2loss : 5.317884 ∣ 
[  epoch 0016/0030] 1260/4800, lr:1.3e-05 ∣ avg_100 : 5.266710 ∣ l2loss : 5.142425 ∣ 
[  epoch 0016/0030] 1270/4800, lr:1.3e-05 ∣ avg_100 : 5.269617 ∣ l2loss : 5.440900 ∣ 
[  epoch 0016/0030] 1280/4800, lr:1.3e-05 ∣ avg_100 : 5.267311 ∣ l2loss : 5.257621 ∣ 
[  epoch 0016/0030] 1290/4800, lr:1.3e-05 ∣ avg_100 : 5.264040 ∣ l2loss : 5.002092 ∣ 
[  epoch 0016/0030] 1300/4800, lr:1.3e-05 ∣ avg_100 : 5.265909 ∣ l2loss : 5.383817 ∣ 
[  epoch 0016/0030] 1310/4800, lr:1.3e-05 ∣ avg_100 : 5.266885 ∣ l2loss : 5.320959 ∣ 
[  epoch 0016/0030] 1320/4800, lr:1.3e-05 ∣ avg_100 : 5.271661 ∣ l2loss : 5.507796 ∣ 
[  epoch 0016/0030] 1330/4800, lr:1.3e-05 ∣ avg_100 : 5.270721 ∣ l2loss : 5.182627 ∣ 
[  epoch 0016/0030] 1340/4800, lr:1.3e-05 ∣ avg_100 : 5.270430 ∣ l2loss : 5.325468 ∣ 
[  epoch 0016/0030] 1350/4800, lr:1.3e-05 ∣ avg_100 : 5.273678 ∣ l2loss : 5.462022 ∣ 
[  epoch 0016/0030] 1360/4800, lr:1.3e-05 ∣ avg_100 : 5.274667 ∣ l2loss : 5.347916 ∣ 
[  epoch 0016/0030] 1370/4800, lr:1.3e-05 ∣ avg_100 : 5.275623 ∣ l2loss : 5.394902 ∣ 
[  epoch 0016/0030] 1380/4800, lr:1.3e-05 ∣ avg_100 : 5.278566 ∣ l2loss : 5.473937 ∣ 
[  epoch 0016/0030] 1390/4800, lr:1.3e-05 ∣ avg_100 : 5.278464 ∣ l2loss : 5.284135 ∣ 
[  epoch 0016/0030] 1400/4800, lr:1.3e-05 ∣ avg_100 : 5.279023 ∣ l2loss : 5.354245 ∣ 
[  epoch 0016/0030] 1410/4800, lr:1.3e-05 ∣ avg_100 : 5.281580 ∣ l2loss : 5.336186 ∣ 
[  epoch 0016/0030] 1420/4800, lr:1.3e-05 ∣ avg_100 : 5.282425 ∣ l2loss : 5.257135 ∣ 
[  epoch 0016/0030] 1430/4800, lr:1.3e-05 ∣ avg_100 : 5.280513 ∣ l2loss : 5.448268 ∣ 
[  epoch 0016/0030] 1440/4800, lr:1.3e-05 ∣ avg_100 : 5.281592 ∣ l2loss : 5.271121 ∣ 
[  epoch 0016/0030] 1450/4800, lr:1.3e-05 ∣ avg_100 : 5.282503 ∣ l2loss : 5.115398 ∣ 
[  epoch 0016/0030] 1460/4800, lr:1.3e-05 ∣ avg_100 : 5.282394 ∣ l2loss : 5.157056 ∣ 
[  epoch 0016/0030] 1470/4800, lr:1.3e-05 ∣ avg_100 : 5.283051 ∣ l2loss : 5.392363 ∣ 
[  epoch 0016/0030] 1480/4800, lr:1.3e-05 ∣ avg_100 : 5.280818 ∣ l2loss : 5.075667 ∣ 
[  epoch 0016/0030] 1490/4800, lr:1.3e-05 ∣ avg_100 : 5.281718 ∣ l2loss : 5.305288 ∣ 
[  epoch 0016/0030] 1500/4800, lr:1.3e-05 ∣ avg_100 : 5.283086 ∣ l2loss : 5.440068 ∣ 
[  epoch 0016/0030] 1510/4800, lr:1.3e-05 ∣ avg_100 : 5.278138 ∣ l2loss : 5.172920 ∣ 
[  epoch 0016/0030] 1520/4800, lr:1.3e-05 ∣ avg_100 : 5.281823 ∣ l2loss : 5.591915 ∣ 
[  epoch 0016/0030] 1530/4800, lr:1.3e-05 ∣ avg_100 : 5.283369 ∣ l2loss : 5.309839 ∣ 
[  epoch 0016/0030] 1540/4800, lr:1.3e-05 ∣ avg_100 : 5.284286 ∣ l2loss : 5.339863 ∣ 
[  epoch 0016/0030] 1550/4800, lr:1.3e-05 ∣ avg_100 : 5.283620 ∣ l2loss : 5.257096 ∣ 
[  epoch 0016/0030] 1560/4800, lr:1.3e-05 ∣ avg_100 : 5.283091 ∣ l2loss : 5.078435 ∣ 
[  epoch 0016/0030] 1570/4800, lr:1.3e-05 ∣ avg_100 : 5.283952 ∣ l2loss : 5.351274 ∣ 
[  epoch 0016/0030] 1580/4800, lr:1.3e-05 ∣ avg_100 : 5.282709 ∣ l2loss : 5.351172 ∣ 
[  epoch 0016/0030] 1590/4800, lr:1.3e-05 ∣ avg_100 : 5.283536 ∣ l2loss : 5.440736 ∣ 
[  epoch 0016/0030] 1600/4800, lr:1.3e-05 ∣ avg_100 : 5.285197 ∣ l2loss : 5.218257 ∣ 
[  epoch 0016/0030] 1610/4800, lr:1.3e-05 ∣ avg_100 : 5.286125 ∣ l2loss : 5.272332 ∣ 
[  epoch 0016/0030] 1620/4800, lr:1.3e-05 ∣ avg_100 : 5.285492 ∣ l2loss : 5.063439 ∣ 
[  epoch 0016/0030] 1630/4800, lr:1.3e-05 ∣ avg_100 : 5.285556 ∣ l2loss : 5.275236 ∣ 
[  epoch 0016/0030] 1640/4800, lr:1.3e-05 ∣ avg_100 : 5.284961 ∣ l2loss : 5.147776 ∣ 
[  epoch 0016/0030] 1650/4800, lr:1.3e-05 ∣ avg_100 : 5.285076 ∣ l2loss : 5.319821 ∣ 
[  epoch 0016/0030] 1660/4800, lr:1.3e-05 ∣ avg_100 : 5.283107 ∣ l2loss : 5.232998 ∣ 
[  epoch 0016/0030] 1670/4800, lr:1.3e-05 ∣ avg_100 : 5.283227 ∣ l2loss : 5.314983 ∣ 
[  epoch 0016/0030] 1680/4800, lr:1.3e-05 ∣ avg_100 : 5.286215 ∣ l2loss : 5.621957 ∣ 
[  epoch 0016/0030] 1690/4800, lr:1.3e-05 ∣ avg_100 : 5.285889 ∣ l2loss : 5.133338 ∣ 
[  epoch 0016/0030] 1700/4800, lr:1.3e-05 ∣ avg_100 : 5.286472 ∣ l2loss : 5.400284 ∣ 
[  epoch 0016/0030] 1710/4800, lr:1.3e-05 ∣ avg_100 : 5.284227 ∣ l2loss : 4.985148 ∣ 
[  epoch 0016/0030] 1720/4800, lr:1.3e-05 ∣ avg_100 : 5.282447 ∣ l2loss : 5.149644 ∣ 
[  epoch 0016/0030] 1730/4800, lr:1.3e-05 ∣ avg_100 : 5.282209 ∣ l2loss : 5.196279 ∣ 
[  epoch 0016/0030] 1740/4800, lr:1.3e-05 ∣ avg_100 : 5.280302 ∣ l2loss : 5.274205 ∣ 
[  epoch 0016/0030] 1750/4800, lr:1.3e-05 ∣ avg_100 : 5.285155 ∣ l2loss : 5.509865 ∣ 
[  epoch 0016/0030] 1760/4800, lr:1.3e-05 ∣ avg_100 : 5.287455 ∣ l2loss : 5.426837 ∣ 
[  epoch 0016/0030] 1770/4800, lr:1.3e-05 ∣ avg_100 : 5.288513 ∣ l2loss : 5.418433 ∣ 
[  epoch 0016/0030] 1780/4800, lr:1.3e-05 ∣ avg_100 : 5.289359 ∣ l2loss : 5.183032 ∣ 
[  epoch 0016/0030] 1790/4800, lr:1.3e-05 ∣ avg_100 : 5.289335 ∣ l2loss : 5.345353 ∣ 
[  epoch 0016/0030] 1800/4800, lr:1.3e-05 ∣ avg_100 : 5.293398 ∣ l2loss : 5.335894 ∣ 
[  epoch 0016/0030] 1810/4800, lr:1.3e-05 ∣ avg_100 : 5.294870 ∣ l2loss : 5.275621 ∣ 
[  epoch 0016/0030] 1820/4800, lr:1.3e-05 ∣ avg_100 : 5.295530 ∣ l2loss : 5.371661 ∣ 
[  epoch 0016/0030] 1830/4800, lr:1.3e-05 ∣ avg_100 : 5.295375 ∣ l2loss : 5.364383 ∣ 
[  epoch 0016/0030] 1840/4800, lr:1.3e-05 ∣ avg_100 : 5.298800 ∣ l2loss : 5.313582 ∣ 
[  epoch 0016/0030] 1850/4800, lr:1.3e-05 ∣ avg_100 : 5.298214 ∣ l2loss : 5.344835 ∣ 
[  epoch 0016/0030] 1860/4800, lr:1.3e-05 ∣ avg_100 : 5.297300 ∣ l2loss : 5.144610 ∣ 
[  epoch 0016/0030] 1870/4800, lr:1.3e-05 ∣ avg_100 : 5.297928 ∣ l2loss : 5.241315 ∣ 
[  epoch 0016/0030] 1880/4800, lr:1.3e-05 ∣ avg_100 : 5.299528 ∣ l2loss : 5.517260 ∣ 
[  epoch 0016/0030] 1890/4800, lr:1.3e-05 ∣ avg_100 : 5.300473 ∣ l2loss : 5.427943 ∣ 
[  epoch 0016/0030] 1900/4800, lr:1.3e-05 ∣ avg_100 : 5.302822 ∣ l2loss : 5.357238 ∣ 
[  epoch 0016/0030] 1910/4800, lr:1.3e-05 ∣ avg_100 : 5.299126 ∣ l2loss : 5.073790 ∣ 
[  epoch 0016/0030] 1920/4800, lr:1.3e-05 ∣ avg_100 : 5.301736 ∣ l2loss : 5.309818 ∣ 
[  epoch 0016/0030] 1930/4800, lr:1.3e-05 ∣ avg_100 : 5.303831 ∣ l2loss : 5.343028 ∣ 
[  epoch 0016/0030] 1940/4800, lr:1.3e-05 ∣ avg_100 : 5.307171 ∣ l2loss : 5.520486 ∣ 
[  epoch 0016/0030] 1950/4800, lr:1.3e-05 ∣ avg_100 : 5.305614 ∣ l2loss : 5.260959 ∣ 
[  epoch 0016/0030] 1960/4800, lr:1.3e-05 ∣ avg_100 : 5.308191 ∣ l2loss : 5.411133 ∣ 
[  epoch 0016/0030] 1970/4800, lr:1.3e-05 ∣ avg_100 : 5.310206 ∣ l2loss : 5.305306 ∣ 
[  epoch 0016/0030] 1980/4800, lr:1.3e-05 ∣ avg_100 : 5.309772 ∣ l2loss : 5.144108 ∣ 
[  epoch 0016/0030] 1990/4800, lr:1.3e-05 ∣ avg_100 : 5.312007 ∣ l2loss : 5.412972 ∣ 
[  epoch 0016/0030] 2000/4800, lr:1.3e-05 ∣ avg_100 : 5.312249 ∣ l2loss : 5.222704 ∣ 
[  epoch 0016/0030] 2010/4800, lr:1.3e-05 ∣ avg_100 : 5.308304 ∣ l2loss : 5.112981 ∣ 
[  epoch 0016/0030] 2020/4800, lr:1.3e-05 ∣ avg_100 : 5.305285 ∣ l2loss : 5.101305 ∣ 
[  epoch 0016/0030] 2030/4800, lr:1.3e-05 ∣ avg_100 : 5.302616 ∣ l2loss : 5.158798 ∣ 
[  epoch 0016/0030] 2040/4800, lr:1.3e-05 ∣ avg_100 : 5.303245 ∣ l2loss : 5.355140 ∣ 
[  epoch 0016/0030] 2050/4800, lr:1.3e-05 ∣ avg_100 : 5.303498 ∣ l2loss : 5.259591 ∣ 
[  epoch 0016/0030] 2060/4800, lr:1.3e-05 ∣ avg_100 : 5.306587 ∣ l2loss : 5.398658 ∣ 
[  epoch 0016/0030] 2070/4800, lr:1.3e-05 ∣ avg_100 : 5.303598 ∣ l2loss : 5.180224 ∣ 
[  epoch 0016/0030] 2080/4800, lr:1.3e-05 ∣ avg_100 : 5.304700 ∣ l2loss : 5.372171 ∣ 
[  epoch 0016/0030] 2090/4800, lr:1.3e-05 ∣ avg_100 : 5.304429 ∣ l2loss : 5.285162 ∣ 
[  epoch 0016/0030] 2100/4800, lr:1.3e-05 ∣ avg_100 : 5.302554 ∣ l2loss : 5.237660 ∣ 
[  epoch 0016/0030] 2110/4800, lr:1.3e-05 ∣ avg_100 : 5.302826 ∣ l2loss : 5.328365 ∣ 
[  epoch 0016/0030] 2120/4800, lr:1.3e-05 ∣ avg_100 : 5.300244 ∣ l2loss : 5.178699 ∣ 
[  epoch 0016/0030] 2130/4800, lr:1.3e-05 ∣ avg_100 : 5.301230 ∣ l2loss : 5.326489 ∣ 
[  epoch 0016/0030] 2140/4800, lr:1.3e-05 ∣ avg_100 : 5.301238 ∣ l2loss : 5.349068 ∣ 
[  epoch 0016/0030] 2150/4800, lr:1.3e-05 ∣ avg_100 : 5.299975 ∣ l2loss : 5.245678 ∣ 
[  epoch 0016/0030] 2160/4800, lr:1.3e-05 ∣ avg_100 : 5.299932 ∣ l2loss : 5.310337 ∣ 
[  epoch 0016/0030] 2170/4800, lr:1.3e-05 ∣ avg_100 : 5.297933 ∣ l2loss : 5.346208 ∣ 
[  epoch 0016/0030] 2180/4800, lr:1.3e-05 ∣ avg_100 : 5.298829 ∣ l2loss : 5.368614 ∣ 
[  epoch 0016/0030] 2190/4800, lr:1.3e-05 ∣ avg_100 : 5.295176 ∣ l2loss : 5.140732 ∣ 
[  epoch 0016/0030] 2200/4800, lr:1.3e-05 ∣ avg_100 : 5.297660 ∣ l2loss : 5.501603 ∣ 
[  epoch 0016/0030] 2210/4800, lr:1.3e-05 ∣ avg_100 : 5.298453 ∣ l2loss : 5.469011 ∣ 
[  epoch 0016/0030] 2220/4800, lr:1.3e-05 ∣ avg_100 : 5.297179 ∣ l2loss : 5.302612 ∣ 
[  epoch 0016/0030] 2230/4800, lr:1.3e-05 ∣ avg_100 : 5.299833 ∣ l2loss : 5.327694 ∣ 
[  epoch 0016/0030] 2240/4800, lr:1.3e-05 ∣ avg_100 : 5.300658 ∣ l2loss : 5.330628 ∣ 
[  epoch 0016/0030] 2250/4800, lr:1.3e-05 ∣ avg_100 : 5.300604 ∣ l2loss : 5.312486 ∣ 
[  epoch 0016/0030] 2260/4800, lr:1.3e-05 ∣ avg_100 : 5.302967 ∣ l2loss : 5.378690 ∣ 
[  epoch 0016/0030] 2270/4800, lr:1.3e-05 ∣ avg_100 : 5.301488 ∣ l2loss : 5.293032 ∣ 
[  epoch 0016/0030] 2280/4800, lr:1.3e-05 ∣ avg_100 : 5.303111 ∣ l2loss : 5.419874 ∣ 
[  epoch 0016/0030] 2290/4800, lr:1.3e-05 ∣ avg_100 : 5.307023 ∣ l2loss : 5.393326 ∣ 
[  epoch 0016/0030] 2300/4800, lr:1.3e-05 ∣ avg_100 : 5.304965 ∣ l2loss : 5.177963 ∣ 
[  epoch 0016/0030] 2310/4800, lr:1.3e-05 ∣ avg_100 : 5.306198 ∣ l2loss : 5.444289 ∣ 
[  epoch 0016/0030] 2320/4800, lr:1.3e-05 ∣ avg_100 : 5.305485 ∣ l2loss : 5.436506 ∣ 
[  epoch 0016/0030] 2330/4800, lr:1.3e-05 ∣ avg_100 : 5.309029 ∣ l2loss : 5.536992 ∣ 
[  epoch 0016/0030] 2340/4800, lr:1.3e-05 ∣ avg_100 : 5.308668 ∣ l2loss : 5.289384 ∣ 
[  epoch 0016/0030] 2350/4800, lr:1.3e-05 ∣ avg_100 : 5.305319 ∣ l2loss : 5.127163 ∣ 
[  epoch 0016/0030] 2360/4800, lr:1.3e-05 ∣ avg_100 : 5.304505 ∣ l2loss : 5.266513 ∣ 
[  epoch 0016/0030] 2370/4800, lr:1.3e-05 ∣ avg_100 : 5.301470 ∣ l2loss : 5.091406 ∣ 
[  epoch 0016/0030] 2380/4800, lr:1.3e-05 ∣ avg_100 : 5.299788 ∣ l2loss : 5.305681 ∣ 
[  epoch 0016/0030] 2390/4800, lr:1.3e-05 ∣ avg_100 : 5.300061 ∣ l2loss : 5.311435 ∣ 
[  epoch 0016/0030] 2400/4800, lr:1.3e-05 ∣ avg_100 : 5.299283 ∣ l2loss : 5.276517 ∣ 
[  epoch 0016/0030] 2410/4800, lr:1.3e-05 ∣ avg_100 : 5.299677 ∣ l2loss : 5.375574 ∣ 
[  epoch 0016/0030] 2420/4800, lr:1.3e-05 ∣ avg_100 : 5.300363 ∣ l2loss : 5.325681 ∣ 
[  epoch 0016/0030] 2430/4800, lr:1.3e-05 ∣ avg_100 : 5.297903 ∣ l2loss : 5.202329 ∣ 
[  epoch 0016/0030] 2440/4800, lr:1.3e-05 ∣ avg_100 : 5.296891 ∣ l2loss : 5.169890 ∣ 
[  epoch 0016/0030] 2450/4800, lr:1.3e-05 ∣ avg_100 : 5.301274 ∣ l2loss : 5.553657 ∣ 
[  epoch 0016/0030] 2460/4800, lr:1.3e-05 ∣ avg_100 : 5.302524 ∣ l2loss : 5.282101 ∣ 
[  epoch 0016/0030] 2470/4800, lr:1.3e-05 ∣ avg_100 : 5.303149 ∣ l2loss : 5.454875 ∣ 
[  epoch 0016/0030] 2480/4800, lr:1.3e-05 ∣ avg_100 : 5.303597 ∣ l2loss : 5.120466 ∣ 
[  epoch 0016/0030] 2490/4800, lr:1.3e-05 ∣ avg_100 : 5.301711 ∣ l2loss : 5.116671 ∣ 
[  epoch 0016/0030] 2500/4800, lr:1.3e-05 ∣ avg_100 : 5.298704 ∣ l2loss : 5.139318 ∣ 
[  epoch 0016/0030] 2510/4800, lr:1.3e-05 ∣ avg_100 : 5.298002 ∣ l2loss : 5.102808 ∣ 
[  epoch 0016/0030] 2520/4800, lr:1.3e-05 ∣ avg_100 : 5.295883 ∣ l2loss : 5.379929 ∣ 
[  epoch 0016/0030] 2530/4800, lr:1.3e-05 ∣ avg_100 : 5.296536 ∣ l2loss : 5.375141 ∣ 
[  epoch 0016/0030] 2540/4800, lr:1.3e-05 ∣ avg_100 : 5.294136 ∣ l2loss : 5.099892 ∣ 
[  epoch 0016/0030] 2550/4800, lr:1.3e-05 ∣ avg_100 : 5.294175 ∣ l2loss : 5.261030 ∣ 
[  epoch 0016/0030] 2560/4800, lr:1.3e-05 ∣ avg_100 : 5.295944 ∣ l2loss : 5.255268 ∣ 
[  epoch 0016/0030] 2570/4800, lr:1.3e-05 ∣ avg_100 : 5.295841 ∣ l2loss : 5.341028 ∣ 
[  epoch 0016/0030] 2580/4800, lr:1.3e-05 ∣ avg_100 : 5.295435 ∣ l2loss : 5.310523 ∣ 
[  epoch 0016/0030] 2590/4800, lr:1.3e-05 ∣ avg_100 : 5.292868 ∣ l2loss : 5.184103 ∣ 
[  epoch 0016/0030] 2600/4800, lr:1.3e-05 ∣ avg_100 : 5.293163 ∣ l2loss : 5.247768 ∣ 
[  epoch 0016/0030] 2610/4800, lr:1.3e-05 ∣ avg_100 : 5.291591 ∣ l2loss : 5.115077 ∣ 
[  epoch 0016/0030] 2620/4800, lr:1.3e-05 ∣ avg_100 : 5.294297 ∣ l2loss : 5.334050 ∣ 
[  epoch 0016/0030] 2630/4800, lr:1.3e-05 ∣ avg_100 : 5.296542 ∣ l2loss : 5.499718 ∣ 
[  epoch 0016/0030] 2640/4800, lr:1.3e-05 ∣ avg_100 : 5.298834 ∣ l2loss : 5.377013 ∣ 
[  epoch 0016/0030] 2650/4800, lr:1.3e-05 ∣ avg_100 : 5.300664 ∣ l2loss : 5.502800 ∣ 
[  epoch 0016/0030] 2660/4800, lr:1.3e-05 ∣ avg_100 : 5.302603 ∣ l2loss : 5.426922 ∣ 
[  epoch 0016/0030] 2670/4800, lr:1.3e-05 ∣ avg_100 : 5.302528 ∣ l2loss : 5.307421 ∣ 
[  epoch 0016/0030] 2680/4800, lr:1.3e-05 ∣ avg_100 : 5.299993 ∣ l2loss : 5.368521 ∣ 
[  epoch 0016/0030] 2690/4800, lr:1.3e-05 ∣ avg_100 : 5.302213 ∣ l2loss : 5.355283 ∣ 
[  epoch 0016/0030] 2700/4800, lr:1.3e-05 ∣ avg_100 : 5.299907 ∣ l2loss : 5.169674 ∣ 
[  epoch 0016/0030] 2710/4800, lr:1.3e-05 ∣ avg_100 : 5.301106 ∣ l2loss : 5.105080 ∣ 
[  epoch 0016/0030] 2720/4800, lr:1.3e-05 ∣ avg_100 : 5.302361 ∣ l2loss : 5.275179 ∣ 
[  epoch 0016/0030] 2730/4800, lr:1.3e-05 ∣ avg_100 : 5.303188 ∣ l2loss : 5.278935 ∣ 
[  epoch 0016/0030] 2740/4800, lr:1.3e-05 ∣ avg_100 : 5.304156 ∣ l2loss : 5.371042 ∣ 
[  epoch 0016/0030] 2750/4800, lr:1.3e-05 ∣ avg_100 : 5.301621 ∣ l2loss : 5.256338 ∣ 
[  epoch 0016/0030] 2760/4800, lr:1.3e-05 ∣ avg_100 : 5.299252 ∣ l2loss : 5.189943 ∣ 
[  epoch 0016/0030] 2770/4800, lr:1.3e-05 ∣ avg_100 : 5.298219 ∣ l2loss : 5.315120 ∣ 
[  epoch 0016/0030] 2780/4800, lr:1.3e-05 ∣ avg_100 : 5.298585 ∣ l2loss : 5.219667 ∣ 
[  epoch 0016/0030] 2790/4800, lr:1.3e-05 ∣ avg_100 : 5.298179 ∣ l2loss : 5.304719 ∣ 
[  epoch 0016/0030] 2800/4800, lr:1.3e-05 ∣ avg_100 : 5.297424 ∣ l2loss : 5.260434 ∣ 
[  epoch 0016/0030] 2810/4800, lr:1.3e-05 ∣ avg_100 : 5.298358 ∣ l2loss : 5.368988 ∣ 
[  epoch 0016/0030] 2820/4800, lr:1.3e-05 ∣ avg_100 : 5.297914 ∣ l2loss : 5.327293 ∣ 
[  epoch 0016/0030] 2830/4800, lr:1.3e-05 ∣ avg_100 : 5.298152 ∣ l2loss : 5.388128 ∣ 
[  epoch 0016/0030] 2840/4800, lr:1.3e-05 ∣ avg_100 : 5.299451 ∣ l2loss : 5.443508 ∣ 
[  epoch 0016/0030] 2850/4800, lr:1.3e-05 ∣ avg_100 : 5.299964 ∣ l2loss : 5.396120 ∣ 
[  epoch 0016/0030] 2860/4800, lr:1.3e-05 ∣ avg_100 : 5.303401 ∣ l2loss : 5.488318 ∣ 
[  epoch 0016/0030] 2870/4800, lr:1.3e-05 ∣ avg_100 : 5.303418 ∣ l2loss : 5.243080 ∣ 
[  epoch 0016/0030] 2880/4800, lr:1.3e-05 ∣ avg_100 : 5.301933 ∣ l2loss : 5.368710 ∣ 
[  epoch 0016/0030] 2890/4800, lr:1.3e-05 ∣ avg_100 : 5.304389 ∣ l2loss : 5.673544 ∣ 
[  epoch 0016/0030] 2900/4800, lr:1.3e-05 ∣ avg_100 : 5.302933 ∣ l2loss : 5.211649 ∣ 
[  epoch 0016/0030] 2910/4800, lr:1.3e-05 ∣ avg_100 : 5.305580 ∣ l2loss : 5.338520 ∣ 
[  epoch 0016/0030] 2920/4800, lr:1.3e-05 ∣ avg_100 : 5.305889 ∣ l2loss : 5.340663 ∣ 
[  epoch 0016/0030] 2930/4800, lr:1.3e-05 ∣ avg_100 : 5.306459 ∣ l2loss : 5.400002 ∣ 
[  epoch 0016/0030] 2940/4800, lr:1.3e-05 ∣ avg_100 : 5.304261 ∣ l2loss : 5.300694 ∣ 
[  epoch 0016/0030] 2950/4800, lr:1.3e-05 ∣ avg_100 : 5.303097 ∣ l2loss : 5.144630 ∣ 
[  epoch 0016/0030] 2960/4800, lr:1.3e-05 ∣ avg_100 : 5.298655 ∣ l2loss : 4.966920 ∣ 
[  epoch 0016/0030] 2970/4800, lr:1.3e-05 ∣ avg_100 : 5.296781 ∣ l2loss : 5.117833 ∣ 
[  epoch 0016/0030] 2980/4800, lr:1.3e-05 ∣ avg_100 : 5.296114 ∣ l2loss : 5.077475 ∣ 
[  epoch 0016/0030] 2990/4800, lr:1.3e-05 ∣ avg_100 : 5.293343 ∣ l2loss : 5.135863 ∣ 
[  epoch 0016/0030] 3000/4800, lr:1.3e-05 ∣ avg_100 : 5.293180 ∣ l2loss : 5.206361 ∣ 
[  epoch 0016/0030] 3010/4800, lr:1.3e-05 ∣ avg_100 : 5.297192 ∣ l2loss : 5.514197 ∣ 
[  epoch 0016/0030] 3020/4800, lr:1.3e-05 ∣ avg_100 : 5.300356 ∣ l2loss : 5.417732 ∣ 
[  epoch 0016/0030] 3030/4800, lr:1.3e-05 ∣ avg_100 : 5.299644 ∣ l2loss : 5.087588 ∣ 
[  epoch 0016/0030] 3040/4800, lr:1.3e-05 ∣ avg_100 : 5.299072 ∣ l2loss : 5.297972 ∣ 
[  epoch 0016/0030] 3050/4800, lr:1.3e-05 ∣ avg_100 : 5.299340 ∣ l2loss : 5.286326 ∣ 
[  epoch 0016/0030] 3060/4800, lr:1.3e-05 ∣ avg_100 : 5.296912 ∣ l2loss : 5.155911 ∣ 
[  epoch 0016/0030] 3070/4800, lr:1.3e-05 ∣ avg_100 : 5.297749 ∣ l2loss : 5.263943 ∣ 
[  epoch 0016/0030] 3080/4800, lr:1.3e-05 ∣ avg_100 : 5.296132 ∣ l2loss : 5.210438 ∣ 
[  epoch 0016/0030] 3090/4800, lr:1.3e-05 ∣ avg_100 : 5.294630 ∣ l2loss : 5.134964 ∣ 
[  epoch 0016/0030] 3100/4800, lr:1.3e-05 ∣ avg_100 : 5.294814 ∣ l2loss : 5.256072 ∣ 
[  epoch 0016/0030] 3110/4800, lr:1.3e-05 ∣ avg_100 : 5.294983 ∣ l2loss : 5.345236 ∣ 
[  epoch 0016/0030] 3120/4800, lr:1.3e-05 ∣ avg_100 : 5.295177 ∣ l2loss : 5.198140 ∣ 
[  epoch 0016/0030] 3130/4800, lr:1.3e-05 ∣ avg_100 : 5.294449 ∣ l2loss : 5.253694 ∣ 
[  epoch 0016/0030] 3140/4800, lr:1.3e-05 ∣ avg_100 : 5.294389 ∣ l2loss : 5.343069 ∣ 
[  epoch 0016/0030] 3150/4800, lr:1.3e-05 ∣ avg_100 : 5.294223 ∣ l2loss : 5.228993 ∣ 
[  epoch 0016/0030] 3160/4800, lr:1.3e-05 ∣ avg_100 : 5.294821 ∣ l2loss : 5.370178 ∣ 
[  epoch 0016/0030] 3170/4800, lr:1.3e-05 ∣ avg_100 : 5.292627 ∣ l2loss : 5.126861 ∣ 
[  epoch 0016/0030] 3180/4800, lr:1.3e-05 ∣ avg_100 : 5.292320 ∣ l2loss : 5.337917 ∣ 
[  epoch 0016/0030] 3190/4800, lr:1.3e-05 ∣ avg_100 : 5.292486 ∣ l2loss : 5.157291 ∣ 
[  epoch 0016/0030] 3200/4800, lr:1.3e-05 ∣ avg_100 : 5.292423 ∣ l2loss : 5.495294 ∣ 
[  epoch 0016/0030] 3210/4800, lr:1.3e-05 ∣ avg_100 : 5.289602 ∣ l2loss : 5.186926 ∣ 
[  epoch 0016/0030] 3220/4800, lr:1.3e-05 ∣ avg_100 : 5.288079 ∣ l2loss : 5.150257 ∣ 
[  epoch 0016/0030] 3230/4800, lr:1.3e-05 ∣ avg_100 : 5.289487 ∣ l2loss : 5.468498 ∣ 
[  epoch 0016/0030] 3240/4800, lr:1.3e-05 ∣ avg_100 : 5.290971 ∣ l2loss : 5.479051 ∣ 
[  epoch 0016/0030] 3250/4800, lr:1.3e-05 ∣ avg_100 : 5.291533 ∣ l2loss : 5.368727 ∣ 
[  epoch 0016/0030] 3260/4800, lr:1.3e-05 ∣ avg_100 : 5.291216 ∣ l2loss : 5.347011 ∣ 
[  epoch 0016/0030] 3270/4800, lr:1.3e-05 ∣ avg_100 : 5.288272 ∣ l2loss : 4.998623 ∣ 
[  epoch 0016/0030] 3280/4800, lr:1.3e-05 ∣ avg_100 : 5.287081 ∣ l2loss : 5.300703 ∣ 
[  epoch 0016/0030] 3290/4800, lr:1.3e-05 ∣ avg_100 : 5.286067 ∣ l2loss : 5.291936 ∣ 
[  epoch 0016/0030] 3300/4800, lr:1.3e-05 ∣ avg_100 : 5.286411 ∣ l2loss : 5.212349 ∣ 
[  epoch 0016/0030] 3310/4800, lr:1.3e-05 ∣ avg_100 : 5.284993 ∣ l2loss : 5.302538 ∣ 
[  epoch 0016/0030] 3320/4800, lr:1.3e-05 ∣ avg_100 : 5.286055 ∣ l2loss : 5.542645 ∣ 
[  epoch 0016/0030] 3330/4800, lr:1.3e-05 ∣ avg_100 : 5.284512 ∣ l2loss : 5.382773 ∣ 
[  epoch 0016/0030] 3340/4800, lr:1.3e-05 ∣ avg_100 : 5.283830 ∣ l2loss : 5.221198 ∣ 
[  epoch 0016/0030] 3350/4800, lr:1.3e-05 ∣ avg_100 : 5.283758 ∣ l2loss : 5.119893 ∣ 
[  epoch 0016/0030] 3360/4800, lr:1.3e-05 ∣ avg_100 : 5.283463 ∣ l2loss : 5.237044 ∣ 
[  epoch 0016/0030] 3370/4800, lr:1.3e-05 ∣ avg_100 : 5.286405 ∣ l2loss : 5.385618 ∣ 
[  epoch 0016/0030] 3380/4800, lr:1.3e-05 ∣ avg_100 : 5.288851 ∣ l2loss : 5.550292 ∣ 
[  epoch 0016/0030] 3390/4800, lr:1.3e-05 ∣ avg_100 : 5.286404 ∣ l2loss : 5.066712 ∣ 
[  epoch 0016/0030] 3400/4800, lr:1.3e-05 ∣ avg_100 : 5.286062 ∣ l2loss : 5.242324 ∣ 
[  epoch 0016/0030] 3410/4800, lr:1.3e-05 ∣ avg_100 : 5.284649 ∣ l2loss : 5.234260 ∣ 
[  epoch 0016/0030] 3420/4800, lr:1.3e-05 ∣ avg_100 : 5.284847 ∣ l2loss : 5.345454 ∣ 
[  epoch 0016/0030] 3430/4800, lr:1.3e-05 ∣ avg_100 : 5.284054 ∣ l2loss : 5.123038 ∣ 
[  epoch 0016/0030] 3440/4800, lr:1.3e-05 ∣ avg_100 : 5.286661 ∣ l2loss : 5.430607 ∣ 
[  epoch 0016/0030] 3450/4800, lr:1.3e-05 ∣ avg_100 : 5.286488 ∣ l2loss : 5.536396 ∣ 
[  epoch 0016/0030] 3460/4800, lr:1.3e-05 ∣ avg_100 : 5.290615 ∣ l2loss : 5.694780 ∣ 
[  epoch 0016/0030] 3470/4800, lr:1.3e-05 ∣ avg_100 : 5.286914 ∣ l2loss : 5.084714 ∣ 
[  epoch 0016/0030] 3480/4800, lr:1.3e-05 ∣ avg_100 : 5.287981 ∣ l2loss : 5.227161 ∣ 
[  epoch 0016/0030] 3490/4800, lr:1.3e-05 ∣ avg_100 : 5.291396 ∣ l2loss : 5.458264 ∣ 
[  epoch 0016/0030] 3500/4800, lr:1.3e-05 ∣ avg_100 : 5.295004 ∣ l2loss : 5.500076 ∣ 
[  epoch 0016/0030] 3510/4800, lr:1.3e-05 ∣ avg_100 : 5.298689 ∣ l2loss : 5.471271 ∣ 
[  epoch 0016/0030] 3520/4800, lr:1.3e-05 ∣ avg_100 : 5.298910 ∣ l2loss : 5.402052 ∣ 
[  epoch 0016/0030] 3530/4800, lr:1.3e-05 ∣ avg_100 : 5.298442 ∣ l2loss : 5.328351 ∣ 
[  epoch 0016/0030] 3540/4800, lr:1.3e-05 ∣ avg_100 : 5.298860 ∣ l2loss : 5.141726 ∣ 
[  epoch 0016/0030] 3550/4800, lr:1.3e-05 ∣ avg_100 : 5.299120 ∣ l2loss : 5.287034 ∣ 
[  epoch 0016/0030] 3560/4800, lr:1.3e-05 ∣ avg_100 : 5.298815 ∣ l2loss : 5.224742 ∣ 
[  epoch 0016/0030] 3570/4800, lr:1.3e-05 ∣ avg_100 : 5.297021 ∣ l2loss : 5.161611 ∣ 
[  epoch 0016/0030] 3580/4800, lr:1.3e-05 ∣ avg_100 : 5.295808 ∣ l2loss : 5.189240 ∣ 
[  epoch 0016/0030] 3590/4800, lr:1.3e-05 ∣ avg_100 : 5.296933 ∣ l2loss : 5.296611 ∣ 
[  epoch 0016/0030] 3600/4800, lr:1.3e-05 ∣ avg_100 : 5.297741 ∣ l2loss : 5.328539 ∣ 
[  epoch 0016/0030] 3610/4800, lr:1.3e-05 ∣ avg_100 : 5.299025 ∣ l2loss : 5.243504 ∣ 
[  epoch 0016/0030] 3620/4800, lr:1.3e-05 ∣ avg_100 : 5.297632 ∣ l2loss : 5.194712 ∣ 
[  epoch 0016/0030] 3630/4800, lr:1.3e-05 ∣ avg_100 : 5.293147 ∣ l2loss : 5.051218 ∣ 
[  epoch 0016/0030] 3640/4800, lr:1.3e-05 ∣ avg_100 : 5.293668 ∣ l2loss : 5.429122 ∣ 
[  epoch 0016/0030] 3650/4800, lr:1.3e-05 ∣ avg_100 : 5.291358 ∣ l2loss : 5.271785 ∣ 
[  epoch 0016/0030] 3660/4800, lr:1.3e-05 ∣ avg_100 : 5.288844 ∣ l2loss : 5.175527 ∣ 
[  epoch 0016/0030] 3670/4800, lr:1.3e-05 ∣ avg_100 : 5.288085 ∣ l2loss : 5.231530 ∣ 
[  epoch 0016/0030] 3680/4800, lr:1.3e-05 ∣ avg_100 : 5.286343 ∣ l2loss : 5.194283 ∣ 
[  epoch 0016/0030] 3690/4800, lr:1.3e-05 ∣ avg_100 : 5.286130 ∣ l2loss : 5.334048 ∣ 
[  epoch 0016/0030] 3700/4800, lr:1.3e-05 ∣ avg_100 : 5.287433 ∣ l2loss : 5.299924 ∣ 
[  epoch 0016/0030] 3710/4800, lr:1.3e-05 ∣ avg_100 : 5.286178 ∣ l2loss : 4.979618 ∣ 
[  epoch 0016/0030] 3720/4800, lr:1.3e-05 ∣ avg_100 : 5.288953 ∣ l2loss : 5.552693 ∣ 
[  epoch 0016/0030] 3730/4800, lr:1.3e-05 ∣ avg_100 : 5.286205 ∣ l2loss : 5.004147 ∣ 
[  epoch 0016/0030] 3740/4800, lr:1.3e-05 ∣ avg_100 : 5.284470 ∣ l2loss : 5.197490 ∣ 
[  epoch 0016/0030] 3750/4800, lr:1.3e-05 ∣ avg_100 : 5.285570 ∣ l2loss : 5.366343 ∣ 
[  epoch 0016/0030] 3760/4800, lr:1.3e-05 ∣ avg_100 : 5.286855 ∣ l2loss : 5.318415 ∣ 
[  epoch 0016/0030] 3770/4800, lr:1.3e-05 ∣ avg_100 : 5.285296 ∣ l2loss : 5.159231 ∣ 
[  epoch 0016/0030] 3780/4800, lr:1.3e-05 ∣ avg_100 : 5.286603 ∣ l2loss : 5.350415 ∣ 
[  epoch 0016/0030] 3790/4800, lr:1.3e-05 ∣ avg_100 : 5.286822 ∣ l2loss : 5.326621 ∣ 
[  epoch 0016/0030] 3800/4800, lr:1.3e-05 ∣ avg_100 : 5.286469 ∣ l2loss : 5.225104 ∣ 
[  epoch 0016/0030] 3810/4800, lr:1.3e-05 ∣ avg_100 : 5.285910 ∣ l2loss : 5.313138 ∣ 
[  epoch 0016/0030] 3820/4800, lr:1.3e-05 ∣ avg_100 : 5.287818 ∣ l2loss : 5.518072 ∣ 
[  epoch 0016/0030] 3830/4800, lr:1.3e-05 ∣ avg_100 : 5.287191 ∣ l2loss : 5.325403 ∣ 
[  epoch 0016/0030] 3840/4800, lr:1.3e-05 ∣ avg_100 : 5.285773 ∣ l2loss : 5.301725 ∣ 
[  epoch 0016/0030] 3850/4800, lr:1.3e-05 ∣ avg_100 : 5.283844 ∣ l2loss : 5.203233 ∣ 
[  epoch 0016/0030] 3860/4800, lr:1.3e-05 ∣ avg_100 : 5.280977 ∣ l2loss : 5.201584 ∣ 
[  epoch 0016/0030] 3870/4800, lr:1.3e-05 ∣ avg_100 : 5.282460 ∣ l2loss : 5.391424 ∣ 
[  epoch 0016/0030] 3880/4800, lr:1.3e-05 ∣ avg_100 : 5.281604 ∣ l2loss : 5.283123 ∣ 
[  epoch 0016/0030] 3890/4800, lr:1.3e-05 ∣ avg_100 : 5.279918 ∣ l2loss : 5.504889 ∣ 
[  epoch 0016/0030] 3900/4800, lr:1.3e-05 ∣ avg_100 : 5.279959 ∣ l2loss : 5.215722 ∣ 
[  epoch 0016/0030] 3910/4800, lr:1.3e-05 ∣ avg_100 : 5.277908 ∣ l2loss : 5.133445 ∣ 
[  epoch 0016/0030] 3920/4800, lr:1.3e-05 ∣ avg_100 : 5.277280 ∣ l2loss : 5.277837 ∣ 
[  epoch 0016/0030] 3930/4800, lr:1.3e-05 ∣ avg_100 : 5.277754 ∣ l2loss : 5.447454 ∣ 
[  epoch 0016/0030] 3940/4800, lr:1.3e-05 ∣ avg_100 : 5.277512 ∣ l2loss : 5.276474 ∣ 
[  epoch 0016/0030] 3950/4800, lr:1.3e-05 ∣ avg_100 : 5.279081 ∣ l2loss : 5.301545 ∣ 
[  epoch 0016/0030] 3960/4800, lr:1.3e-05 ∣ avg_100 : 5.283919 ∣ l2loss : 5.450713 ∣ 
[  epoch 0016/0030] 3970/4800, lr:1.3e-05 ∣ avg_100 : 5.283655 ∣ l2loss : 5.091444 ∣ 
[  epoch 0016/0030] 3980/4800, lr:1.3e-05 ∣ avg_100 : 5.283955 ∣ l2loss : 5.107446 ∣ 
[  epoch 0016/0030] 3990/4800, lr:1.3e-05 ∣ avg_100 : 5.285458 ∣ l2loss : 5.286166 ∣ 
[  epoch 0016/0030] 4000/4800, lr:1.3e-05 ∣ avg_100 : 5.286900 ∣ l2loss : 5.350617 ∣ 
[  epoch 0016/0030] 4010/4800, lr:1.3e-05 ∣ avg_100 : 5.286899 ∣ l2loss : 5.514087 ∣ 
[  epoch 0016/0030] 4020/4800, lr:1.3e-05 ∣ avg_100 : 5.283323 ∣ l2loss : 5.060101 ∣ 
[  epoch 0016/0030] 4030/4800, lr:1.3e-05 ∣ avg_100 : 5.286873 ∣ l2loss : 5.442549 ∣ 
[  epoch 0016/0030] 4040/4800, lr:1.3e-05 ∣ avg_100 : 5.285783 ∣ l2loss : 5.188989 ∣ 
[  epoch 0016/0030] 4050/4800, lr:1.3e-05 ∣ avg_100 : 5.287883 ∣ l2loss : 5.496378 ∣ 
[  epoch 0016/0030] 4060/4800, lr:1.3e-05 ∣ avg_100 : 5.289103 ∣ l2loss : 5.277854 ∣ 
[  epoch 0016/0030] 4070/4800, lr:1.3e-05 ∣ avg_100 : 5.287679 ∣ l2loss : 5.121556 ∣ 
[  epoch 0016/0030] 4080/4800, lr:1.3e-05 ∣ avg_100 : 5.287820 ∣ l2loss : 5.224586 ∣ 
[  epoch 0016/0030] 4090/4800, lr:1.3e-05 ∣ avg_100 : 5.290822 ∣ l2loss : 5.435118 ∣ 
[  epoch 0016/0030] 4100/4800, lr:1.3e-05 ∣ avg_100 : 5.292282 ∣ l2loss : 5.402064 ∣ 
[  epoch 0016/0030] 4110/4800, lr:1.3e-05 ∣ avg_100 : 5.291169 ∣ l2loss : 5.233901 ∣ 
[  epoch 0016/0030] 4120/4800, lr:1.3e-05 ∣ avg_100 : 5.289950 ∣ l2loss : 5.076273 ∣ 
[  epoch 0016/0030] 4130/4800, lr:1.3e-05 ∣ avg_100 : 5.290381 ∣ l2loss : 5.296849 ∣ 
[  epoch 0016/0030] 4140/4800, lr:1.3e-05 ∣ avg_100 : 5.289253 ∣ l2loss : 5.230216 ∣ 
[  epoch 0016/0030] 4150/4800, lr:1.3e-05 ∣ avg_100 : 5.287895 ∣ l2loss : 5.093228 ∣ 
[  epoch 0016/0030] 4160/4800, lr:1.3e-05 ∣ avg_100 : 5.288014 ∣ l2loss : 5.382045 ∣ 
[  epoch 0016/0030] 4170/4800, lr:1.3e-05 ∣ avg_100 : 5.289342 ∣ l2loss : 5.259686 ∣ 
[  epoch 0016/0030] 4180/4800, lr:1.3e-05 ∣ avg_100 : 5.291515 ∣ l2loss : 5.555225 ∣ 
[  epoch 0016/0030] 4190/4800, lr:1.3e-05 ∣ avg_100 : 5.293167 ∣ l2loss : 5.322482 ∣ 
[  epoch 0016/0030] 4200/4800, lr:1.3e-05 ∣ avg_100 : 5.289348 ∣ l2loss : 5.113343 ∣ 
[  epoch 0016/0030] 4210/4800, lr:1.3e-05 ∣ avg_100 : 5.290655 ∣ l2loss : 5.317636 ∣ 
[  epoch 0016/0030] 4220/4800, lr:1.3e-05 ∣ avg_100 : 5.289902 ∣ l2loss : 5.074952 ∣ 
[  epoch 0016/0030] 4230/4800, lr:1.3e-05 ∣ avg_100 : 5.287541 ∣ l2loss : 5.232387 ∣ 
[  epoch 0016/0030] 4240/4800, lr:1.3e-05 ∣ avg_100 : 5.286202 ∣ l2loss : 5.345182 ∣ 
[  epoch 0016/0030] 4250/4800, lr:1.3e-05 ∣ avg_100 : 5.287272 ∣ l2loss : 5.475754 ∣ 
[  epoch 0016/0030] 4260/4800, lr:1.3e-05 ∣ avg_100 : 5.286413 ∣ l2loss : 5.261091 ∣ 
[  epoch 0016/0030] 4270/4800, lr:1.3e-05 ∣ avg_100 : 5.287026 ∣ l2loss : 5.059940 ∣ 
[  epoch 0016/0030] 4280/4800, lr:1.3e-05 ∣ avg_100 : 5.288149 ∣ l2loss : 5.413030 ∣ 
[  epoch 0016/0030] 4290/4800, lr:1.3e-05 ∣ avg_100 : 5.289793 ∣ l2loss : 5.456292 ∣ 
[  epoch 0016/0030] 4300/4800, lr:1.3e-05 ∣ avg_100 : 5.291944 ∣ l2loss : 5.427408 ∣ 
[  epoch 0016/0030] 4310/4800, lr:1.3e-05 ∣ avg_100 : 5.292561 ∣ l2loss : 5.364280 ∣ 
[  epoch 0016/0030] 4320/4800, lr:1.3e-05 ∣ avg_100 : 5.289341 ∣ l2loss : 5.220661 ∣ 
[  epoch 0016/0030] 4330/4800, lr:1.3e-05 ∣ avg_100 : 5.286659 ∣ l2loss : 5.114551 ∣ 
[  epoch 0016/0030] 4340/4800, lr:1.3e-05 ∣ avg_100 : 5.286850 ∣ l2loss : 5.240314 ∣ 
[  epoch 0016/0030] 4350/4800, lr:1.3e-05 ∣ avg_100 : 5.288316 ∣ l2loss : 5.266446 ∣ 
[  epoch 0016/0030] 4360/4800, lr:1.3e-05 ∣ avg_100 : 5.287031 ∣ l2loss : 5.108598 ∣ 
[  epoch 0016/0030] 4370/4800, lr:1.3e-05 ∣ avg_100 : 5.284704 ∣ l2loss : 5.152858 ∣ 
[  epoch 0016/0030] 4380/4800, lr:1.3e-05 ∣ avg_100 : 5.282010 ∣ l2loss : 5.280955 ∣ 
[  epoch 0016/0030] 4390/4800, lr:1.3e-05 ∣ avg_100 : 5.282238 ∣ l2loss : 5.089543 ∣ 
[  epoch 0016/0030] 4400/4800, lr:1.3e-05 ∣ avg_100 : 5.281570 ∣ l2loss : 5.175472 ∣ 
[  epoch 0016/0030] 4410/4800, lr:1.3e-05 ∣ avg_100 : 5.282811 ∣ l2loss : 5.358362 ∣ 
[  epoch 0016/0030] 4420/4800, lr:1.3e-05 ∣ avg_100 : 5.280897 ∣ l2loss : 5.154100 ∣ 
[  epoch 0016/0030] 4430/4800, lr:1.3e-05 ∣ avg_100 : 5.283720 ∣ l2loss : 5.405328 ∣ 
[  epoch 0016/0030] 4440/4800, lr:1.3e-05 ∣ avg_100 : 5.285767 ∣ l2loss : 5.635283 ∣ 
[  epoch 0016/0030] 4450/4800, lr:1.3e-05 ∣ avg_100 : 5.283629 ∣ l2loss : 5.322557 ∣ 
[  epoch 0016/0030] 4460/4800, lr:1.3e-05 ∣ avg_100 : 5.279809 ∣ l2loss : 5.312769 ∣ 
[  epoch 0016/0030] 4470/4800, lr:1.3e-05 ∣ avg_100 : 5.280109 ∣ l2loss : 5.114758 ∣ 
[  epoch 0016/0030] 4480/4800, lr:1.3e-05 ∣ avg_100 : 5.279620 ∣ l2loss : 5.178299 ∣ 
[  epoch 0016/0030] 4490/4800, lr:1.3e-05 ∣ avg_100 : 5.277767 ∣ l2loss : 5.272959 ∣ 
[  epoch 0016/0030] 4500/4800, lr:1.3e-05 ∣ avg_100 : 5.276699 ∣ l2loss : 5.393212 ∣ 
[  epoch 0016/0030] 4510/4800, lr:1.3e-05 ∣ avg_100 : 5.273281 ∣ l2loss : 5.129452 ∣ 
[  epoch 0016/0030] 4520/4800, lr:1.3e-05 ∣ avg_100 : 5.271846 ∣ l2loss : 5.258557 ∣ 
[  epoch 0016/0030] 4530/4800, lr:1.3e-05 ∣ avg_100 : 5.270213 ∣ l2loss : 5.165143 ∣ 
[  epoch 0016/0030] 4540/4800, lr:1.3e-05 ∣ avg_100 : 5.269537 ∣ l2loss : 5.074031 ∣ 
[  epoch 0016/0030] 4550/4800, lr:1.3e-05 ∣ avg_100 : 5.270945 ∣ l2loss : 5.427842 ∣ 
[  epoch 0016/0030] 4560/4800, lr:1.3e-05 ∣ avg_100 : 5.272273 ∣ l2loss : 5.357602 ∣ 
[  epoch 0016/0030] 4570/4800, lr:1.3e-05 ∣ avg_100 : 5.272688 ∣ l2loss : 5.203069 ∣ 
[  epoch 0016/0030] 4580/4800, lr:1.3e-05 ∣ avg_100 : 5.274216 ∣ l2loss : 5.342082 ∣ 
[  epoch 0016/0030] 4590/4800, lr:1.3e-05 ∣ avg_100 : 5.272886 ∣ l2loss : 5.163615 ∣ 
[  epoch 0016/0030] 4600/4800, lr:1.3e-05 ∣ avg_100 : 5.272346 ∣ l2loss : 5.274554 ∣ 
[  epoch 0016/0030] 4610/4800, lr:1.3e-05 ∣ avg_100 : 5.274657 ∣ l2loss : 5.474584 ∣ 
[  epoch 0016/0030] 4620/4800, lr:1.3e-05 ∣ avg_100 : 5.276260 ∣ l2loss : 5.354995 ∣ 
[  epoch 0016/0030] 4630/4800, lr:1.3e-05 ∣ avg_100 : 5.277237 ∣ l2loss : 5.148949 ∣ 
[  epoch 0016/0030] 4640/4800, lr:1.3e-05 ∣ avg_100 : 5.275757 ∣ l2loss : 5.281124 ∣ 
[  epoch 0016/0030] 4650/4800, lr:1.3e-05 ∣ avg_100 : 5.277976 ∣ l2loss : 5.493685 ∣ 
[  epoch 0016/0030] 4660/4800, lr:1.3e-05 ∣ avg_100 : 5.278878 ∣ l2loss : 5.265681 ∣ 
[  epoch 0016/0030] 4670/4800, lr:1.3e-05 ∣ avg_100 : 5.278214 ∣ l2loss : 5.165091 ∣ 
[  epoch 0016/0030] 4680/4800, lr:1.3e-05 ∣ avg_100 : 5.278791 ∣ l2loss : 5.252019 ∣ 
[  epoch 0016/0030] 4690/4800, lr:1.3e-05 ∣ avg_100 : 5.278138 ∣ l2loss : 5.268775 ∣ 
[  epoch 0016/0030] 4700/4800, lr:1.3e-05 ∣ avg_100 : 5.279634 ∣ l2loss : 5.449479 ∣ 
[  epoch 0016/0030] 4710/4800, lr:1.3e-05 ∣ avg_100 : 5.282755 ∣ l2loss : 5.291737 ∣ 
[  epoch 0016/0030] 4720/4800, lr:1.3e-05 ∣ avg_100 : 5.279179 ∣ l2loss : 5.195116 ∣ 
[  epoch 0016/0030] 4730/4800, lr:1.3e-05 ∣ avg_100 : 5.283086 ∣ l2loss : 5.394866 ∣ 
[  epoch 0016/0030] 4740/4800, lr:1.3e-05 ∣ avg_100 : 5.284186 ∣ l2loss : 5.307468 ∣ 
[  epoch 0016/0030] 4750/4800, lr:1.3e-05 ∣ avg_100 : 5.281225 ∣ l2loss : 5.070193 ∣ 
[  epoch 0016/0030] 4760/4800, lr:1.3e-05 ∣ avg_100 : 5.282420 ∣ l2loss : 5.437912 ∣ 
[  epoch 0016/0030] 4770/4800, lr:1.3e-05 ∣ avg_100 : 5.284325 ∣ l2loss : 5.349753 ∣ 
[  epoch 0016/0030] 4780/4800, lr:1.3e-05 ∣ avg_100 : 5.281494 ∣ l2loss : 5.067345 ∣ 
[  epoch 0016/0030] 4790/4800, lr:1.3e-05 ∣ avg_100 : 5.283300 ∣ l2loss : 5.507196 ∣ 
[  epoch 0016/0030] 4800/4800, lr:1.3e-05 ∣ avg_100 : 5.283632 ∣ l2loss : 5.258275 ∣ 
[    val 016    ] Done! PSNR : 36.38 dB, SSIM : 0.923 total: 23:16:15                   
[  epoch 0017/0030] 0010/4800, lr:1.3e-05 ∣ avg_100 : 5.282308 ∣ l2loss : 5.180751 ∣ 
[  epoch 0017/0030] 0020/4800, lr:1.3e-05 ∣ avg_100 : 5.280216 ∣ l2loss : 5.308871 ∣ 
[  epoch 0017/0030] 0030/4800, lr:1.3e-05 ∣ avg_100 : 5.278350 ∣ l2loss : 5.138817 ∣ 
[  epoch 0017/0030] 0040/4800, lr:1.3e-05 ∣ avg_100 : 5.278328 ∣ l2loss : 5.299522 ∣ 
[  epoch 0017/0030] 0050/4800, lr:1.3e-05 ∣ avg_100 : 5.278913 ∣ l2loss : 5.261755 ∣ 
[  epoch 0017/0030] 0060/4800, lr:1.3e-05 ∣ avg_100 : 5.278157 ∣ l2loss : 5.125983 ∣ 
[  epoch 0017/0030] 0070/4800, lr:1.3e-05 ∣ avg_100 : 5.276163 ∣ l2loss : 5.192045 ∣ 
[  epoch 0017/0030] 0080/4800, lr:1.3e-05 ∣ avg_100 : 5.277071 ∣ l2loss : 5.373923 ∣ 
[  epoch 0017/0030] 0090/4800, lr:1.3e-05 ∣ avg_100 : 5.274858 ∣ l2loss : 5.283615 ∣ 
[  epoch 0017/0030] 0100/4800, lr:1.3e-05 ∣ avg_100 : 5.273743 ∣ l2loss : 5.104201 ∣ 
[  epoch 0017/0030] 0110/4800, lr:1.3e-05 ∣ avg_100 : 5.272425 ∣ l2loss : 5.001598 ∣ 
[  epoch 0017/0030] 0120/4800, lr:1.3e-05 ∣ avg_100 : 5.271735 ∣ l2loss : 5.208869 ∣ 
[  epoch 0017/0030] 0130/4800, lr:1.3e-05 ∣ avg_100 : 5.267818 ∣ l2loss : 5.055700 ∣ 
[  epoch 0017/0030] 0140/4800, lr:1.3e-05 ∣ avg_100 : 5.265035 ∣ l2loss : 4.998230 ∣ 
[  epoch 0017/0030] 0150/4800, lr:1.3e-05 ∣ avg_100 : 5.264897 ∣ l2loss : 5.287741 ∣ 
[  epoch 0017/0030] 0160/4800, lr:1.3e-05 ∣ avg_100 : 5.263835 ∣ l2loss : 5.344474 ∣ 
[  epoch 0017/0030] 0170/4800, lr:1.3e-05 ∣ avg_100 : 5.266777 ∣ l2loss : 5.385700 ∣ 
[  epoch 0017/0030] 0180/4800, lr:1.3e-05 ∣ avg_100 : 5.269964 ∣ l2loss : 5.426149 ∣ 
[  epoch 0017/0030] 0190/4800, lr:1.3e-05 ∣ avg_100 : 5.270700 ∣ l2loss : 5.359744 ∣ 
[  epoch 0017/0030] 0200/4800, lr:1.3e-05 ∣ avg_100 : 5.269313 ∣ l2loss : 5.211863 ∣ 
[  epoch 0017/0030] 0210/4800, lr:1.3e-05 ∣ avg_100 : 5.266031 ∣ l2loss : 5.185914 ∣ 
[  epoch 0017/0030] 0220/4800, lr:1.3e-05 ∣ avg_100 : 5.269030 ∣ l2loss : 5.359989 ∣ 
[  epoch 0017/0030] 0230/4800, lr:1.3e-05 ∣ avg_100 : 5.267719 ∣ l2loss : 5.311485 ∣ 
[  epoch 0017/0030] 0240/4800, lr:1.3e-05 ∣ avg_100 : 5.273199 ∣ l2loss : 5.736967 ∣ 
[  epoch 0017/0030] 0250/4800, lr:1.3e-05 ∣ avg_100 : 5.270911 ∣ l2loss : 5.267572 ∣ 
[  epoch 0017/0030] 0260/4800, lr:1.3e-05 ∣ avg_100 : 5.272526 ∣ l2loss : 5.439388 ∣ 
[  epoch 0017/0030] 0270/4800, lr:1.3e-05 ∣ avg_100 : 5.274616 ∣ l2loss : 5.330587 ∣ 
[  epoch 0017/0030] 0280/4800, lr:1.3e-05 ∣ avg_100 : 5.274453 ∣ l2loss : 5.208207 ∣ 
[  epoch 0017/0030] 0290/4800, lr:1.3e-05 ∣ avg_100 : 5.271780 ∣ l2loss : 5.167825 ∣ 
[  epoch 0017/0030] 0300/4800, lr:1.3e-05 ∣ avg_100 : 5.273254 ∣ l2loss : 5.549515 ∣ 
[  epoch 0017/0030] 0310/4800, lr:1.3e-05 ∣ avg_100 : 5.271390 ∣ l2loss : 5.047524 ∣ 
[  epoch 0017/0030] 0320/4800, lr:1.3e-05 ∣ avg_100 : 5.274987 ∣ l2loss : 5.435974 ∣ 
[  epoch 0017/0030] 0330/4800, lr:1.3e-05 ∣ avg_100 : 5.273803 ∣ l2loss : 5.178425 ∣ 
[  epoch 0017/0030] 0340/4800, lr:1.3e-05 ∣ avg_100 : 5.277670 ∣ l2loss : 5.616933 ∣ 
[  epoch 0017/0030] 0350/4800, lr:1.3e-05 ∣ avg_100 : 5.280037 ∣ l2loss : 5.329915 ∣ 
[  epoch 0017/0030] 0360/4800, lr:1.3e-05 ∣ avg_100 : 5.279112 ∣ l2loss : 5.289561 ∣ 
[  epoch 0017/0030] 0370/4800, lr:1.3e-05 ∣ avg_100 : 5.281618 ∣ l2loss : 5.510220 ∣ 
[  epoch 0017/0030] 0380/4800, lr:1.3e-05 ∣ avg_100 : 5.277761 ∣ l2loss : 5.169593 ∣ 
[  epoch 0017/0030] 0390/4800, lr:1.3e-05 ∣ avg_100 : 5.275369 ∣ l2loss : 5.083208 ∣ 
[  epoch 0017/0030] 0400/4800, lr:1.3e-05 ∣ avg_100 : 5.277250 ∣ l2loss : 5.301459 ∣ 
[  epoch 0017/0030] 0410/4800, lr:1.3e-05 ∣ avg_100 : 5.277874 ∣ l2loss : 5.380080 ∣ 
[  epoch 0017/0030] 0420/4800, lr:1.3e-05 ∣ avg_100 : 5.282680 ∣ l2loss : 5.555549 ∣ 
[  epoch 0017/0030] 0430/4800, lr:1.3e-05 ∣ avg_100 : 5.283462 ∣ l2loss : 5.310604 ∣ 
[  epoch 0017/0030] 0440/4800, lr:1.3e-05 ∣ avg_100 : 5.282213 ∣ l2loss : 5.220266 ∣ 
[  epoch 0017/0030] 0450/4800, lr:1.3e-05 ∣ avg_100 : 5.280693 ∣ l2loss : 5.323699 ∣ 
[  epoch 0017/0030] 0460/4800, lr:1.3e-05 ∣ avg_100 : 5.280222 ∣ l2loss : 5.214028 ∣ 
[  epoch 0017/0030] 0470/4800, lr:1.3e-05 ∣ avg_100 : 5.282908 ∣ l2loss : 5.328550 ∣ 
[  epoch 0017/0030] 0480/4800, lr:1.3e-05 ∣ avg_100 : 5.281110 ∣ l2loss : 5.233168 ∣ 
[  epoch 0017/0030] 0490/4800, lr:1.3e-05 ∣ avg_100 : 5.279970 ∣ l2loss : 5.342321 ∣ 
[  epoch 0017/0030] 0500/4800, lr:1.3e-05 ∣ avg_100 : 5.281637 ∣ l2loss : 5.594131 ∣ 
[  epoch 0017/0030] 0510/4800, lr:1.3e-05 ∣ avg_100 : 5.279383 ∣ l2loss : 5.138838 ∣ 
[  epoch 0017/0030] 0520/4800, lr:1.3e-05 ∣ avg_100 : 5.279708 ∣ l2loss : 5.253152 ∣ 
[  epoch 0017/0030] 0530/4800, lr:1.3e-05 ∣ avg_100 : 5.281343 ∣ l2loss : 5.278138 ∣ 
[  epoch 0017/0030] 0540/4800, lr:1.3e-05 ∣ avg_100 : 5.282092 ∣ l2loss : 5.315170 ∣ 
[  epoch 0017/0030] 0550/4800, lr:1.3e-05 ∣ avg_100 : 5.277926 ∣ l2loss : 4.849801 ∣ 
[  epoch 0017/0030] 0560/4800, lr:1.3e-05 ∣ avg_100 : 5.279886 ∣ l2loss : 5.304601 ∣ 
[  epoch 0017/0030] 0570/4800, lr:1.3e-05 ∣ avg_100 : 5.282547 ∣ l2loss : 5.419002 ∣ 
[  epoch 0017/0030] 0580/4800, lr:1.3e-05 ∣ avg_100 : 5.282626 ∣ l2loss : 5.288856 ∣ 
[  epoch 0017/0030] 0590/4800, lr:1.3e-05 ∣ avg_100 : 5.284556 ∣ l2loss : 5.282516 ∣ 
[  epoch 0017/0030] 0600/4800, lr:1.3e-05 ∣ avg_100 : 5.286873 ∣ l2loss : 5.407147 ∣ 
[  epoch 0017/0030] 0610/4800, lr:1.3e-05 ∣ avg_100 : 5.283838 ∣ l2loss : 5.054871 ∣ 
[  epoch 0017/0030] 0620/4800, lr:1.3e-05 ∣ avg_100 : 5.284880 ∣ l2loss : 5.258371 ∣ 
[  epoch 0017/0030] 0630/4800, lr:1.3e-05 ∣ avg_100 : 5.283289 ∣ l2loss : 5.246201 ∣ 
[  epoch 0017/0030] 0640/4800, lr:1.3e-05 ∣ avg_100 : 5.280130 ∣ l2loss : 5.319406 ∣ 
[  epoch 0017/0030] 0650/4800, lr:1.3e-05 ∣ avg_100 : 5.278686 ∣ l2loss : 5.178152 ∣ 
[  epoch 0017/0030] 0660/4800, lr:1.3e-05 ∣ avg_100 : 5.280381 ∣ l2loss : 5.482269 ∣ 
[  epoch 0017/0030] 0670/4800, lr:1.3e-05 ∣ avg_100 : 5.283242 ∣ l2loss : 5.400803 ∣ 
[  epoch 0017/0030] 0680/4800, lr:1.3e-05 ∣ avg_100 : 5.284609 ∣ l2loss : 5.315062 ∣ 
[  epoch 0017/0030] 0690/4800, lr:1.3e-05 ∣ avg_100 : 5.284913 ∣ l2loss : 5.303354 ∣ 
[  epoch 0017/0030] 0700/4800, lr:1.3e-05 ∣ avg_100 : 5.282611 ∣ l2loss : 5.162938 ∣ 
[  epoch 0017/0030] 0710/4800, lr:1.3e-05 ∣ avg_100 : 5.284037 ∣ l2loss : 5.272075 ∣ 
[  epoch 0017/0030] 0720/4800, lr:1.3e-05 ∣ avg_100 : 5.285143 ∣ l2loss : 5.369135 ∣ 
[  epoch 0017/0030] 0730/4800, lr:1.3e-05 ∣ avg_100 : 5.286865 ∣ l2loss : 5.337423 ∣ 
[  epoch 0017/0030] 0740/4800, lr:1.3e-05 ∣ avg_100 : 5.288817 ∣ l2loss : 5.269241 ∣ 
[  epoch 0017/0030] 0750/4800, lr:1.3e-05 ∣ avg_100 : 5.286373 ∣ l2loss : 5.183416 ∣ 
[  epoch 0017/0030] 0760/4800, lr:1.3e-05 ∣ avg_100 : 5.284114 ∣ l2loss : 5.131679 ∣ 
[  epoch 0017/0030] 0770/4800, lr:1.3e-05 ∣ avg_100 : 5.284003 ∣ l2loss : 5.191997 ∣ 
[  epoch 0017/0030] 0780/4800, lr:1.3e-05 ∣ avg_100 : 5.283125 ∣ l2loss : 5.254225 ∣ 
[  epoch 0017/0030] 0790/4800, lr:1.3e-05 ∣ avg_100 : 5.285264 ∣ l2loss : 5.377530 ∣ 
[  epoch 0017/0030] 0800/4800, lr:1.3e-05 ∣ avg_100 : 5.283647 ∣ l2loss : 5.112895 ∣ 
[  epoch 0017/0030] 0810/4800, lr:1.3e-05 ∣ avg_100 : 5.281279 ∣ l2loss : 5.237773 ∣ 
[  epoch 0017/0030] 0820/4800, lr:1.3e-05 ∣ avg_100 : 5.281666 ∣ l2loss : 5.393689 ∣ 
[  epoch 0017/0030] 0830/4800, lr:1.3e-05 ∣ avg_100 : 5.282466 ∣ l2loss : 5.228924 ∣ 
[  epoch 0017/0030] 0840/4800, lr:1.3e-05 ∣ avg_100 : 5.283390 ∣ l2loss : 5.373586 ∣ 
[  epoch 0017/0030] 0850/4800, lr:1.3e-05 ∣ avg_100 : 5.281107 ∣ l2loss : 5.265368 ∣ 
[  epoch 0017/0030] 0860/4800, lr:1.3e-05 ∣ avg_100 : 5.280677 ∣ l2loss : 5.222675 ∣ 
[  epoch 0017/0030] 0870/4800, lr:1.3e-05 ∣ avg_100 : 5.281091 ∣ l2loss : 5.206483 ∣ 
[  epoch 0017/0030] 0880/4800, lr:1.3e-05 ∣ avg_100 : 5.280757 ∣ l2loss : 5.218657 ∣ 
[  epoch 0017/0030] 0890/4800, lr:1.3e-05 ∣ avg_100 : 5.282870 ∣ l2loss : 5.479995 ∣ 
[  epoch 0017/0030] 0900/4800, lr:1.3e-05 ∣ avg_100 : 5.283548 ∣ l2loss : 5.517359 ∣ 
[  epoch 0017/0030] 0910/4800, lr:1.3e-05 ∣ avg_100 : 5.283942 ∣ l2loss : 5.331077 ∣ 
[  epoch 0017/0030] 0920/4800, lr:1.3e-05 ∣ avg_100 : 5.284779 ∣ l2loss : 5.278809 ∣ 
[  epoch 0017/0030] 0930/4800, lr:1.3e-05 ∣ avg_100 : 5.284654 ∣ l2loss : 5.382386 ∣ 
[  epoch 0017/0030] 0940/4800, lr:1.3e-05 ∣ avg_100 : 5.283634 ∣ l2loss : 5.205468 ∣ 
[  epoch 0017/0030] 0950/4800, lr:1.3e-05 ∣ avg_100 : 5.285480 ∣ l2loss : 5.254836 ∣ 
[  epoch 0017/0030] 0960/4800, lr:1.3e-05 ∣ avg_100 : 5.285185 ∣ l2loss : 5.408363 ∣ 
[  epoch 0017/0030] 0970/4800, lr:1.3e-05 ∣ avg_100 : 5.286931 ∣ l2loss : 5.524386 ∣ 
[  epoch 0017/0030] 0980/4800, lr:1.3e-05 ∣ avg_100 : 5.287284 ∣ l2loss : 5.102580 ∣ 
[  epoch 0017/0030] 0990/4800, lr:1.3e-05 ∣ avg_100 : 5.284472 ∣ l2loss : 5.226022 ∣ 
[  epoch 0017/0030] 1000/4800, lr:1.3e-05 ∣ avg_100 : 5.285529 ∣ l2loss : 5.363967 ∣ 
[  epoch 0017/0030] 1010/4800, lr:1.3e-05 ∣ avg_100 : 5.288858 ∣ l2loss : 5.513675 ∣ 
[  epoch 0017/0030] 1020/4800, lr:1.3e-05 ∣ avg_100 : 5.289800 ∣ l2loss : 5.403017 ∣ 
[  epoch 0017/0030] 1030/4800, lr:1.3e-05 ∣ avg_100 : 5.290129 ∣ l2loss : 5.171727 ∣ 
[  epoch 0017/0030] 1040/4800, lr:1.3e-05 ∣ avg_100 : 5.291019 ∣ l2loss : 5.388581 ∣ 
[  epoch 0017/0030] 1050/4800, lr:1.3e-05 ∣ avg_100 : 5.291892 ∣ l2loss : 5.349035 ∣ 
[  epoch 0017/0030] 1060/4800, lr:1.3e-05 ∣ avg_100 : 5.293651 ∣ l2loss : 5.301879 ∣ 
[  epoch 0017/0030] 1070/4800, lr:1.3e-05 ∣ avg_100 : 5.295181 ∣ l2loss : 5.345063 ∣ 
[  epoch 0017/0030] 1080/4800, lr:1.3e-05 ∣ avg_100 : 5.293767 ∣ l2loss : 5.232532 ∣ 
[  epoch 0017/0030] 1090/4800, lr:1.3e-05 ∣ avg_100 : 5.294761 ∣ l2loss : 5.382980 ∣ 
[  epoch 0017/0030] 1100/4800, lr:1.3e-05 ∣ avg_100 : 5.295453 ∣ l2loss : 5.173399 ∣ 
[  epoch 0017/0030] 1110/4800, lr:1.3e-05 ∣ avg_100 : 5.296393 ∣ l2loss : 5.095587 ∣ 
[  epoch 0017/0030] 1120/4800, lr:1.3e-05 ∣ avg_100 : 5.297497 ∣ l2loss : 5.319289 ∣ 
[  epoch 0017/0030] 1130/4800, lr:1.3e-05 ∣ avg_100 : 5.298936 ∣ l2loss : 5.199615 ∣ 
[  epoch 0017/0030] 1140/4800, lr:1.3e-05 ∣ avg_100 : 5.301477 ∣ l2loss : 5.252299 ∣ 
[  epoch 0017/0030] 1150/4800, lr:1.3e-05 ∣ avg_100 : 5.301539 ∣ l2loss : 5.293931 ∣ 
[  epoch 0017/0030] 1160/4800, lr:1.3e-05 ∣ avg_100 : 5.301404 ∣ l2loss : 5.330958 ∣ 
[  epoch 0017/0030] 1170/4800, lr:1.3e-05 ∣ avg_100 : 5.299520 ∣ l2loss : 5.197363 ∣ 
[  epoch 0017/0030] 1180/4800, lr:1.3e-05 ∣ avg_100 : 5.295987 ∣ l2loss : 5.072873 ∣ 
[  epoch 0017/0030] 1190/4800, lr:1.3e-05 ∣ avg_100 : 5.295663 ∣ l2loss : 5.327321 ∣ 
[  epoch 0017/0030] 1200/4800, lr:1.3e-05 ∣ avg_100 : 5.293394 ∣ l2loss : 4.984932 ∣ 
[  epoch 0017/0030] 1210/4800, lr:1.3e-05 ∣ avg_100 : 5.294293 ∣ l2loss : 5.275785 ∣ 
[  epoch 0017/0030] 1220/4800, lr:1.3e-05 ∣ avg_100 : 5.292417 ∣ l2loss : 5.172439 ∣ 
[  epoch 0017/0030] 1230/4800, lr:1.3e-05 ∣ avg_100 : 5.291206 ∣ l2loss : 5.190362 ∣ 
[  epoch 0017/0030] 1240/4800, lr:1.3e-05 ∣ avg_100 : 5.287606 ∣ l2loss : 5.376967 ∣ 
[  epoch 0017/0030] 1250/4800, lr:1.3e-05 ∣ avg_100 : 5.288373 ∣ l2loss : 5.344267 ∣ 
[  epoch 0017/0030] 1260/4800, lr:1.3e-05 ∣ avg_100 : 5.285722 ∣ l2loss : 5.174324 ∣ 
[  epoch 0017/0030] 1270/4800, lr:1.3e-05 ∣ avg_100 : 5.283935 ∣ l2loss : 5.151855 ∣ 
[  epoch 0017/0030] 1280/4800, lr:1.3e-05 ∣ avg_100 : 5.285724 ∣ l2loss : 5.387127 ∣ 
[  epoch 0017/0030] 1290/4800, lr:1.3e-05 ∣ avg_100 : 5.285398 ∣ l2loss : 5.135270 ∣ 
[  epoch 0017/0030] 1300/4800, lr:1.3e-05 ∣ avg_100 : 5.280761 ∣ l2loss : 5.085770 ∣ 
[  epoch 0017/0030] 1310/4800, lr:1.3e-05 ∣ avg_100 : 5.284144 ∣ l2loss : 5.385820 ∣ 
[  epoch 0017/0030] 1320/4800, lr:1.3e-05 ∣ avg_100 : 5.283477 ∣ l2loss : 5.369323 ∣ 
[  epoch 0017/0030] 1330/4800, lr:1.3e-05 ∣ avg_100 : 5.284855 ∣ l2loss : 5.316142 ∣ 
[  epoch 0017/0030] 1340/4800, lr:1.3e-05 ∣ avg_100 : 5.279836 ∣ l2loss : 5.115030 ∣ 
[  epoch 0017/0030] 1350/4800, lr:1.3e-05 ∣ avg_100 : 5.278608 ∣ l2loss : 5.207157 ∣ 
[  epoch 0017/0030] 1360/4800, lr:1.3e-05 ∣ avg_100 : 5.277336 ∣ l2loss : 5.162312 ∣ 
[  epoch 0017/0030] 1370/4800, lr:1.3e-05 ∣ avg_100 : 5.274969 ∣ l2loss : 5.273519 ∣ 
[  epoch 0017/0030] 1380/4800, lr:1.3e-05 ∣ avg_100 : 5.277767 ∣ l2loss : 5.449480 ∣ 
[  epoch 0017/0030] 1390/4800, lr:1.3e-05 ∣ avg_100 : 5.280079 ∣ l2loss : 5.314351 ∣ 
[  epoch 0017/0030] 1400/4800, lr:1.3e-05 ∣ avg_100 : 5.282397 ∣ l2loss : 5.533270 ∣ 
[  epoch 0017/0030] 1410/4800, lr:1.3e-05 ∣ avg_100 : 5.281577 ∣ l2loss : 5.298118 ∣ 
[  epoch 0017/0030] 1420/4800, lr:1.3e-05 ∣ avg_100 : 5.280236 ∣ l2loss : 5.421409 ∣ 
[  epoch 0017/0030] 1430/4800, lr:1.3e-05 ∣ avg_100 : 5.281523 ∣ l2loss : 5.439336 ∣ 
[  epoch 0017/0030] 1440/4800, lr:1.3e-05 ∣ avg_100 : 5.279617 ∣ l2loss : 5.029646 ∣ 
[  epoch 0017/0030] 1450/4800, lr:1.3e-05 ∣ avg_100 : 5.280101 ∣ l2loss : 5.372086 ∣ 
[  epoch 0017/0030] 1460/4800, lr:1.3e-05 ∣ avg_100 : 5.281480 ∣ l2loss : 5.351923 ∣ 
[  epoch 0017/0030] 1470/4800, lr:1.3e-05 ∣ avg_100 : 5.281891 ∣ l2loss : 5.369676 ∣ 
[  epoch 0017/0030] 1480/4800, lr:1.3e-05 ∣ avg_100 : 5.281946 ∣ l2loss : 5.238646 ∣ 
[  epoch 0017/0030] 1490/4800, lr:1.3e-05 ∣ avg_100 : 5.280463 ∣ l2loss : 5.193990 ∣ 
[  epoch 0017/0030] 1500/4800, lr:1.3e-05 ∣ avg_100 : 5.277754 ∣ l2loss : 5.323293 ∣ 
[  epoch 0017/0030] 1510/4800, lr:1.3e-05 ∣ avg_100 : 5.280199 ∣ l2loss : 5.383286 ∣ 
[  epoch 0017/0030] 1520/4800, lr:1.3e-05 ∣ avg_100 : 5.280456 ∣ l2loss : 5.278867 ∣ 
[  epoch 0017/0030] 1530/4800, lr:1.3e-05 ∣ avg_100 : 5.279939 ∣ l2loss : 5.226495 ∣ 
[  epoch 0017/0030] 1540/4800, lr:1.3e-05 ∣ avg_100 : 5.278770 ∣ l2loss : 5.198261 ∣ 
[  epoch 0017/0030] 1550/4800, lr:1.3e-05 ∣ avg_100 : 5.283453 ∣ l2loss : 5.318022 ∣ 
[  epoch 0017/0030] 1560/4800, lr:1.3e-05 ∣ avg_100 : 5.280143 ∣ l2loss : 4.973621 ∣ 
[  epoch 0017/0030] 1570/4800, lr:1.3e-05 ∣ avg_100 : 5.277631 ∣ l2loss : 5.167843 ∣ 
[  epoch 0017/0030] 1580/4800, lr:1.3e-05 ∣ avg_100 : 5.279170 ∣ l2loss : 5.442694 ∣ 
[  epoch 0017/0030] 1590/4800, lr:1.3e-05 ∣ avg_100 : 5.277422 ∣ l2loss : 5.107811 ∣ 
[  epoch 0017/0030] 1600/4800, lr:1.3e-05 ∣ avg_100 : 5.278918 ∣ l2loss : 5.556748 ∣ 
[  epoch 0017/0030] 1610/4800, lr:1.3e-05 ∣ avg_100 : 5.281733 ∣ l2loss : 5.336311 ∣ 
[  epoch 0017/0030] 1620/4800, lr:1.3e-05 ∣ avg_100 : 5.284809 ∣ l2loss : 5.565976 ∣ 
[  epoch 0017/0030] 1630/4800, lr:1.3e-05 ∣ avg_100 : 5.284496 ∣ l2loss : 5.214887 ∣ 
[  epoch 0017/0030] 1640/4800, lr:1.3e-05 ∣ avg_100 : 5.284858 ∣ l2loss : 5.355611 ∣ 
[  epoch 0017/0030] 1650/4800, lr:1.3e-05 ∣ avg_100 : 5.287121 ∣ l2loss : 5.404477 ∣ 
[  epoch 0017/0030] 1660/4800, lr:1.3e-05 ∣ avg_100 : 5.285420 ∣ l2loss : 5.312211 ∣ 
[  epoch 0017/0030] 1670/4800, lr:1.3e-05 ∣ avg_100 : 5.281056 ∣ l2loss : 4.964336 ∣ 
[  epoch 0017/0030] 1680/4800, lr:1.3e-05 ∣ avg_100 : 5.283730 ∣ l2loss : 5.582466 ∣ 
[  epoch 0017/0030] 1690/4800, lr:1.3e-05 ∣ avg_100 : 5.281773 ∣ l2loss : 5.107632 ∣ 
[  epoch 0017/0030] 1700/4800, lr:1.3e-05 ∣ avg_100 : 5.283280 ∣ l2loss : 5.313638 ∣ 
[  epoch 0017/0030] 1710/4800, lr:1.3e-05 ∣ avg_100 : 5.283512 ∣ l2loss : 5.295311 ∣ 
[  epoch 0017/0030] 1720/4800, lr:1.3e-05 ∣ avg_100 : 5.282425 ∣ l2loss : 5.260423 ∣ 
[  epoch 0017/0030] 1730/4800, lr:1.3e-05 ∣ avg_100 : 5.282599 ∣ l2loss : 5.354858 ∣ 
[  epoch 0017/0030] 1740/4800, lr:1.3e-05 ∣ avg_100 : 5.280764 ∣ l2loss : 5.085723 ∣ 
[  epoch 0017/0030] 1750/4800, lr:1.3e-05 ∣ avg_100 : 5.281315 ∣ l2loss : 5.238477 ∣ 
[  epoch 0017/0030] 1760/4800, lr:1.3e-05 ∣ avg_100 : 5.279935 ∣ l2loss : 4.993682 ∣ 
[  epoch 0017/0030] 1770/4800, lr:1.3e-05 ∣ avg_100 : 5.281926 ∣ l2loss : 5.391174 ∣ 
[  epoch 0017/0030] 1780/4800, lr:1.3e-05 ∣ avg_100 : 5.282278 ∣ l2loss : 5.289400 ∣ 
[  epoch 0017/0030] 1790/4800, lr:1.3e-05 ∣ avg_100 : 5.282752 ∣ l2loss : 5.424953 ∣ 
[  epoch 0017/0030] 1800/4800, lr:1.3e-05 ∣ avg_100 : 5.284284 ∣ l2loss : 5.266036 ∣ 
[  epoch 0017/0030] 1810/4800, lr:1.3e-05 ∣ avg_100 : 5.286622 ∣ l2loss : 5.471615 ∣ 
[  epoch 0017/0030] 1820/4800, lr:1.3e-05 ∣ avg_100 : 5.283311 ∣ l2loss : 5.062540 ∣ 
[  epoch 0017/0030] 1830/4800, lr:1.3e-05 ∣ avg_100 : 5.281838 ∣ l2loss : 5.081675 ∣ 
[  epoch 0017/0030] 1840/4800, lr:1.3e-05 ∣ avg_100 : 5.281157 ∣ l2loss : 5.305468 ∣ 
[  epoch 0017/0030] 1850/4800, lr:1.3e-05 ∣ avg_100 : 5.280771 ∣ l2loss : 5.226719 ∣ 
[  epoch 0017/0030] 1860/4800, lr:1.3e-05 ∣ avg_100 : 5.280256 ∣ l2loss : 5.171240 ∣ 
[  epoch 0017/0030] 1870/4800, lr:1.3e-05 ∣ avg_100 : 5.281901 ∣ l2loss : 5.370943 ∣ 
[  epoch 0017/0030] 1880/4800, lr:1.3e-05 ∣ avg_100 : 5.282705 ∣ l2loss : 5.299109 ∣ 
[  epoch 0017/0030] 1890/4800, lr:1.3e-05 ∣ avg_100 : 5.279349 ∣ l2loss : 5.144353 ∣ 
[  epoch 0017/0030] 1900/4800, lr:1.3e-05 ∣ avg_100 : 5.276320 ∣ l2loss : 5.214429 ∣ 
[  epoch 0017/0030] 1910/4800, lr:1.3e-05 ∣ avg_100 : 5.276243 ∣ l2loss : 5.323414 ∣ 
[  epoch 0017/0030] 1920/4800, lr:1.3e-05 ∣ avg_100 : 5.274631 ∣ l2loss : 5.117634 ∣ 
[  epoch 0017/0030] 1930/4800, lr:1.3e-05 ∣ avg_100 : 5.274128 ∣ l2loss : 5.332079 ∣ 
[  epoch 0017/0030] 1940/4800, lr:1.3e-05 ∣ avg_100 : 5.274923 ∣ l2loss : 5.284952 ∣ 
[  epoch 0017/0030] 1950/4800, lr:1.3e-05 ∣ avg_100 : 5.272029 ∣ l2loss : 4.965417 ∣ 
[  epoch 0017/0030] 1960/4800, lr:1.3e-05 ∣ avg_100 : 5.270776 ∣ l2loss : 5.283043 ∣ 
[  epoch 0017/0030] 1970/4800, lr:1.3e-05 ∣ avg_100 : 5.270158 ∣ l2loss : 5.462626 ∣ 
[  epoch 0017/0030] 1980/4800, lr:1.3e-05 ∣ avg_100 : 5.273200 ∣ l2loss : 5.406824 ∣ 
[  epoch 0017/0030] 1990/4800, lr:1.3e-05 ∣ avg_100 : 5.273982 ∣ l2loss : 5.304148 ∣ 
[  epoch 0017/0030] 2000/4800, lr:1.3e-05 ∣ avg_100 : 5.271093 ∣ l2loss : 5.075127 ∣ 
[  epoch 0017/0030] 2010/4800, lr:1.3e-05 ∣ avg_100 : 5.271645 ∣ l2loss : 5.568833 ∣ 
[  epoch 0017/0030] 2020/4800, lr:1.3e-05 ∣ avg_100 : 5.269149 ∣ l2loss : 5.153439 ∣ 
[  epoch 0017/0030] 2030/4800, lr:1.3e-05 ∣ avg_100 : 5.269969 ∣ l2loss : 5.253677 ∣ 
[  epoch 0017/0030] 2040/4800, lr:1.3e-05 ∣ avg_100 : 5.267892 ∣ l2loss : 5.180956 ∣ 
[  epoch 0017/0030] 2050/4800, lr:1.3e-05 ∣ avg_100 : 5.268339 ∣ l2loss : 5.393722 ∣ 
[  epoch 0017/0030] 2060/4800, lr:1.3e-05 ∣ avg_100 : 5.270413 ∣ l2loss : 5.509230 ∣ 
[  epoch 0017/0030] 2070/4800, lr:1.3e-05 ∣ avg_100 : 5.269459 ∣ l2loss : 5.249724 ∣ 
[  epoch 0017/0030] 2080/4800, lr:1.3e-05 ∣ avg_100 : 5.270892 ∣ l2loss : 5.375796 ∣ 
[  epoch 0017/0030] 2090/4800, lr:1.3e-05 ∣ avg_100 : 5.269779 ∣ l2loss : 5.271715 ∣ 
[  epoch 0017/0030] 2100/4800, lr:1.3e-05 ∣ avg_100 : 5.271037 ∣ l2loss : 5.299138 ∣ 
[  epoch 0017/0030] 2110/4800, lr:1.3e-05 ∣ avg_100 : 5.272836 ∣ l2loss : 5.275553 ∣ 
[  epoch 0017/0030] 2120/4800, lr:1.3e-05 ∣ avg_100 : 5.271604 ∣ l2loss : 5.196038 ∣ 
[  epoch 0017/0030] 2130/4800, lr:1.3e-05 ∣ avg_100 : 5.273309 ∣ l2loss : 5.370165 ∣ 
[  epoch 0017/0030] 2140/4800, lr:1.3e-05 ∣ avg_100 : 5.272216 ∣ l2loss : 5.142909 ∣ 
[  epoch 0017/0030] 2150/4800, lr:1.3e-05 ∣ avg_100 : 5.270252 ∣ l2loss : 5.097573 ∣ 
[  epoch 0017/0030] 2160/4800, lr:1.3e-05 ∣ avg_100 : 5.271303 ∣ l2loss : 5.436016 ∣ 
[  epoch 0017/0030] 2170/4800, lr:1.3e-05 ∣ avg_100 : 5.273011 ∣ l2loss : 5.368231 ∣ 
[  epoch 0017/0030] 2180/4800, lr:1.3e-05 ∣ avg_100 : 5.274942 ∣ l2loss : 5.265943 ∣ 
[  epoch 0017/0030] 2190/4800, lr:1.3e-05 ∣ avg_100 : 5.271912 ∣ l2loss : 5.024326 ∣ 
[  epoch 0017/0030] 2200/4800, lr:1.3e-05 ∣ avg_100 : 5.275043 ∣ l2loss : 5.298072 ∣ 
[  epoch 0017/0030] 2210/4800, lr:1.3e-05 ∣ avg_100 : 5.275622 ∣ l2loss : 5.333642 ∣ 
[  epoch 0017/0030] 2220/4800, lr:1.3e-05 ∣ avg_100 : 5.275737 ∣ l2loss : 5.183937 ∣ 
[  epoch 0017/0030] 2230/4800, lr:1.3e-05 ∣ avg_100 : 5.275912 ∣ l2loss : 5.207834 ∣ 
[  epoch 0017/0030] 2240/4800, lr:1.3e-05 ∣ avg_100 : 5.274486 ∣ l2loss : 5.234431 ∣ 
[  epoch 0017/0030] 2250/4800, lr:1.3e-05 ∣ avg_100 : 5.271025 ∣ l2loss : 4.998107 ∣ 
[  epoch 0017/0030] 2260/4800, lr:1.3e-05 ∣ avg_100 : 5.271385 ∣ l2loss : 5.210368 ∣ 
[  epoch 0017/0030] 2270/4800, lr:1.3e-05 ∣ avg_100 : 5.270678 ∣ l2loss : 5.081167 ∣ 
[  epoch 0017/0030] 2280/4800, lr:1.3e-05 ∣ avg_100 : 5.268809 ∣ l2loss : 5.200205 ∣ 
[  epoch 0017/0030] 2290/4800, lr:1.3e-05 ∣ avg_100 : 5.267477 ∣ l2loss : 5.002025 ∣ 
[  epoch 0017/0030] 2300/4800, lr:1.3e-05 ∣ avg_100 : 5.269495 ∣ l2loss : 5.287575 ∣ 
[  epoch 0017/0030] 2310/4800, lr:1.3e-05 ∣ avg_100 : 5.267524 ∣ l2loss : 5.188732 ∣ 
[  epoch 0017/0030] 2320/4800, lr:1.3e-05 ∣ avg_100 : 5.268809 ∣ l2loss : 5.497890 ∣ 
[  epoch 0017/0030] 2330/4800, lr:1.3e-05 ∣ avg_100 : 5.268465 ∣ l2loss : 5.281657 ∣ 
[  epoch 0017/0030] 2340/4800, lr:1.3e-05 ∣ avg_100 : 5.269253 ∣ l2loss : 5.193915 ∣ 
[  epoch 0017/0030] 2350/4800, lr:1.3e-05 ∣ avg_100 : 5.270877 ∣ l2loss : 5.369558 ∣ 
[  epoch 0017/0030] 2360/4800, lr:1.3e-05 ∣ avg_100 : 5.272253 ∣ l2loss : 5.299829 ∣ 
[  epoch 0017/0030] 2370/4800, lr:1.3e-05 ∣ avg_100 : 5.274043 ∣ l2loss : 5.452551 ∣ 
[  epoch 0017/0030] 2380/4800, lr:1.3e-05 ∣ avg_100 : 5.272448 ∣ l2loss : 5.289955 ∣ 
[  epoch 0017/0030] 2390/4800, lr:1.3e-05 ∣ avg_100 : 5.271903 ∣ l2loss : 5.259881 ∣ 
[  epoch 0017/0030] 2400/4800, lr:1.3e-05 ∣ avg_100 : 5.266952 ∣ l2loss : 5.038194 ∣ 
[  epoch 0017/0030] 2410/4800, lr:1.3e-05 ∣ avg_100 : 5.266576 ∣ l2loss : 5.260496 ∣ 
[  epoch 0017/0030] 2420/4800, lr:1.3e-05 ∣ avg_100 : 5.265511 ∣ l2loss : 5.314937 ∣ 
[  epoch 0017/0030] 2430/4800, lr:1.3e-05 ∣ avg_100 : 5.262919 ∣ l2loss : 5.180087 ∣ 
[  epoch 0017/0030] 2440/4800, lr:1.3e-05 ∣ avg_100 : 5.264280 ∣ l2loss : 5.165756 ∣ 
[  epoch 0017/0030] 2450/4800, lr:1.3e-05 ∣ avg_100 : 5.263174 ∣ l2loss : 5.261468 ∣ 
[  epoch 0017/0030] 2460/4800, lr:1.3e-05 ∣ avg_100 : 5.262853 ∣ l2loss : 5.319870 ∣ 
[  epoch 0017/0030] 2470/4800, lr:1.3e-05 ∣ avg_100 : 5.263426 ∣ l2loss : 5.426936 ∣ 
[  epoch 0017/0030] 2480/4800, lr:1.3e-05 ∣ avg_100 : 5.261224 ∣ l2loss : 5.018467 ∣ 
[  epoch 0017/0030] 2490/4800, lr:1.3e-05 ∣ avg_100 : 5.262542 ∣ l2loss : 5.325762 ∣ 
[  epoch 0017/0030] 2500/4800, lr:1.3e-05 ∣ avg_100 : 5.260902 ∣ l2loss : 5.159365 ∣ 
[  epoch 0017/0030] 2510/4800, lr:1.3e-05 ∣ avg_100 : 5.260810 ∣ l2loss : 5.374086 ∣ 
[  epoch 0017/0030] 2520/4800, lr:1.3e-05 ∣ avg_100 : 5.261261 ∣ l2loss : 5.323934 ∣ 
[  epoch 0017/0030] 2530/4800, lr:1.3e-05 ∣ avg_100 : 5.260836 ∣ l2loss : 5.184022 ∣ 
[  epoch 0017/0030] 2540/4800, lr:1.3e-05 ∣ avg_100 : 5.261738 ∣ l2loss : 5.288390 ∣ 
[  epoch 0017/0030] 2550/4800, lr:1.3e-05 ∣ avg_100 : 5.262341 ∣ l2loss : 5.378343 ∣ 
[  epoch 0017/0030] 2560/4800, lr:1.3e-05 ∣ avg_100 : 5.263152 ∣ l2loss : 5.054734 ∣ 
[  epoch 0017/0030] 2570/4800, lr:1.3e-05 ∣ avg_100 : 5.264185 ∣ l2loss : 5.271103 ∣ 
[  epoch 0017/0030] 2580/4800, lr:1.3e-05 ∣ avg_100 : 5.262881 ∣ l2loss : 5.312307 ∣ 
[  epoch 0017/0030] 2590/4800, lr:1.3e-05 ∣ avg_100 : 5.265265 ∣ l2loss : 5.346258 ∣ 
[  epoch 0017/0030] 2600/4800, lr:1.3e-05 ∣ avg_100 : 5.264529 ∣ l2loss : 5.483136 ∣ 
[  epoch 0017/0030] 2610/4800, lr:1.3e-05 ∣ avg_100 : 5.264902 ∣ l2loss : 5.373625 ∣ 
[  epoch 0017/0030] 2620/4800, lr:1.3e-05 ∣ avg_100 : 5.260738 ∣ l2loss : 5.149537 ∣ 
[  epoch 0017/0030] 2630/4800, lr:1.3e-05 ∣ avg_100 : 5.259840 ∣ l2loss : 5.125131 ∣ 
[  epoch 0017/0030] 2640/4800, lr:1.3e-05 ∣ avg_100 : 5.257709 ∣ l2loss : 5.142496 ∣ 
[  epoch 0017/0030] 2650/4800, lr:1.3e-05 ∣ avg_100 : 5.255294 ∣ l2loss : 5.162989 ∣ 
[  epoch 0017/0030] 2660/4800, lr:1.3e-05 ∣ avg_100 : 5.254009 ∣ l2loss : 5.183670 ∣ 
[  epoch 0017/0030] 2670/4800, lr:1.3e-05 ∣ avg_100 : 5.257228 ∣ l2loss : 5.286248 ∣ 
[  epoch 0017/0030] 2680/4800, lr:1.3e-05 ∣ avg_100 : 5.255647 ∣ l2loss : 5.424370 ∣ 
[  epoch 0017/0030] 2690/4800, lr:1.3e-05 ∣ avg_100 : 5.258279 ∣ l2loss : 5.370865 ∣ 
[  epoch 0017/0030] 2700/4800, lr:1.3e-05 ∣ avg_100 : 5.254586 ∣ l2loss : 4.944321 ∣ 
[  epoch 0017/0030] 2710/4800, lr:1.3e-05 ∣ avg_100 : 5.253699 ∣ l2loss : 5.206641 ∣ 
[  epoch 0017/0030] 2720/4800, lr:1.3e-05 ∣ avg_100 : 5.254345 ∣ l2loss : 5.325023 ∣ 
[  epoch 0017/0030] 2730/4800, lr:1.3e-05 ∣ avg_100 : 5.252805 ∣ l2loss : 5.200817 ∣ 
[  epoch 0017/0030] 2740/4800, lr:1.3e-05 ∣ avg_100 : 5.256308 ∣ l2loss : 5.435982 ∣ 
[  epoch 0017/0030] 2750/4800, lr:1.3e-05 ∣ avg_100 : 5.255653 ∣ l2loss : 5.173063 ∣ 
[  epoch 0017/0030] 2760/4800, lr:1.3e-05 ∣ avg_100 : 5.258863 ∣ l2loss : 5.314601 ∣ 
[  epoch 0017/0030] 2770/4800, lr:1.3e-05 ∣ avg_100 : 5.257291 ∣ l2loss : 5.233988 ∣ 
[  epoch 0017/0030] 2780/4800, lr:1.3e-05 ∣ avg_100 : 5.257973 ∣ l2loss : 5.357634 ∣ 
[  epoch 0017/0030] 2790/4800, lr:1.3e-05 ∣ avg_100 : 5.257872 ∣ l2loss : 5.414829 ∣ 
[  epoch 0017/0030] 2800/4800, lr:1.3e-05 ∣ avg_100 : 5.256958 ∣ l2loss : 5.174604 ∣ 
[  epoch 0017/0030] 2810/4800, lr:1.3e-05 ∣ avg_100 : 5.254288 ∣ l2loss : 5.204661 ∣ 
[  epoch 0017/0030] 2820/4800, lr:1.3e-05 ∣ avg_100 : 5.257690 ∣ l2loss : 5.402779 ∣ 
[  epoch 0017/0030] 2830/4800, lr:1.3e-05 ∣ avg_100 : 5.258372 ∣ l2loss : 5.149794 ∣ 
[  epoch 0017/0030] 2840/4800, lr:1.3e-05 ∣ avg_100 : 5.258667 ∣ l2loss : 5.335007 ∣ 
[  epoch 0017/0030] 2850/4800, lr:1.3e-05 ∣ avg_100 : 5.258862 ∣ l2loss : 5.246176 ∣ 
[  epoch 0017/0030] 2860/4800, lr:1.3e-05 ∣ avg_100 : 5.259953 ∣ l2loss : 5.280360 ∣ 
[  epoch 0017/0030] 2870/4800, lr:1.3e-05 ∣ avg_100 : 5.257741 ∣ l2loss : 5.149815 ∣ 
[  epoch 0017/0030] 2880/4800, lr:1.3e-05 ∣ avg_100 : 5.257538 ∣ l2loss : 5.278740 ∣ 
[  epoch 0017/0030] 2890/4800, lr:1.3e-05 ∣ avg_100 : 5.258393 ∣ l2loss : 5.229846 ∣ 
[  epoch 0017/0030] 2900/4800, lr:1.3e-05 ∣ avg_100 : 5.262547 ∣ l2loss : 5.629856 ∣ 
[  epoch 0017/0030] 2910/4800, lr:1.3e-05 ∣ avg_100 : 5.262629 ∣ l2loss : 5.331642 ∣ 
[  epoch 0017/0030] 2920/4800, lr:1.3e-05 ∣ avg_100 : 5.264414 ∣ l2loss : 5.296105 ∣ 
[  epoch 0017/0030] 2930/4800, lr:1.3e-05 ∣ avg_100 : 5.263181 ∣ l2loss : 5.208827 ∣ 
[  epoch 0017/0030] 2940/4800, lr:1.3e-05 ∣ avg_100 : 5.263266 ∣ l2loss : 5.293373 ∣ 
[  epoch 0017/0030] 2950/4800, lr:1.3e-05 ∣ avg_100 : 5.263844 ∣ l2loss : 5.023202 ∣ 
[  epoch 0017/0030] 2960/4800, lr:1.3e-05 ∣ avg_100 : 5.264465 ∣ l2loss : 5.345166 ∣ 
[  epoch 0017/0030] 2970/4800, lr:1.3e-05 ∣ avg_100 : 5.262836 ∣ l2loss : 5.299704 ∣ 
[  epoch 0017/0030] 2980/4800, lr:1.3e-05 ∣ avg_100 : 5.261281 ∣ l2loss : 5.251372 ∣ 
[  epoch 0017/0030] 2990/4800, lr:1.3e-05 ∣ avg_100 : 5.263647 ∣ l2loss : 5.540763 ∣ 
[  epoch 0017/0030] 3000/4800, lr:1.3e-05 ∣ avg_100 : 5.262881 ∣ l2loss : 4.998559 ∣ 
[  epoch 0017/0030] 3010/4800, lr:1.3e-05 ∣ avg_100 : 5.259920 ∣ l2loss : 5.272670 ∣ 
[  epoch 0017/0030] 3020/4800, lr:1.3e-05 ∣ avg_100 : 5.260790 ∣ l2loss : 5.240478 ∣ 
[  epoch 0017/0030] 3030/4800, lr:1.3e-05 ∣ avg_100 : 5.262452 ∣ l2loss : 5.419805 ∣ 
[  epoch 0017/0030] 3040/4800, lr:1.3e-05 ∣ avg_100 : 5.262471 ∣ l2loss : 5.182892 ∣ 
[  epoch 0017/0030] 3050/4800, lr:1.3e-05 ∣ avg_100 : 5.262524 ∣ l2loss : 5.398993 ∣ 
[  epoch 0017/0030] 3060/4800, lr:1.3e-05 ∣ avg_100 : 5.257372 ∣ l2loss : 4.994094 ∣ 
[  epoch 0017/0030] 3070/4800, lr:1.3e-05 ∣ avg_100 : 5.259956 ∣ l2loss : 5.508115 ∣ 
[  epoch 0017/0030] 3080/4800, lr:1.3e-05 ∣ avg_100 : 5.260065 ∣ l2loss : 5.386640 ∣ 
[  epoch 0017/0030] 3090/4800, lr:1.3e-05 ∣ avg_100 : 5.259395 ∣ l2loss : 5.204758 ∣ 
[  epoch 0017/0030] 3100/4800, lr:1.3e-05 ∣ avg_100 : 5.261397 ∣ l2loss : 5.499330 ∣ 
[  epoch 0017/0030] 3110/4800, lr:1.3e-05 ∣ avg_100 : 5.261127 ∣ l2loss : 5.248606 ∣ 
[  epoch 0017/0030] 3120/4800, lr:1.3e-05 ∣ avg_100 : 5.263427 ∣ l2loss : 5.426043 ∣ 
[  epoch 0017/0030] 3130/4800, lr:1.3e-05 ∣ avg_100 : 5.261454 ∣ l2loss : 5.172774 ∣ 
[  epoch 0017/0030] 3140/4800, lr:1.3e-05 ∣ avg_100 : 5.261967 ∣ l2loss : 5.194251 ∣ 
[  epoch 0017/0030] 3150/4800, lr:1.3e-05 ∣ avg_100 : 5.263245 ∣ l2loss : 5.225397 ∣ 
[  epoch 0017/0030] 3160/4800, lr:1.3e-05 ∣ avg_100 : 5.261697 ∣ l2loss : 5.281147 ∣ 
[  epoch 0017/0030] 3170/4800, lr:1.3e-05 ∣ avg_100 : 5.261535 ∣ l2loss : 5.352052 ∣ 
[  epoch 0017/0030] 3180/4800, lr:1.3e-05 ∣ avg_100 : 5.262769 ∣ l2loss : 5.389344 ∣ 
[  epoch 0017/0030] 3190/4800, lr:1.3e-05 ∣ avg_100 : 5.267060 ∣ l2loss : 5.453430 ∣ 
[  epoch 0017/0030] 3200/4800, lr:1.3e-05 ∣ avg_100 : 5.268927 ∣ l2loss : 5.484748 ∣ 
[  epoch 0017/0030] 3210/4800, lr:1.3e-05 ∣ avg_100 : 5.268718 ∣ l2loss : 5.312823 ∣ 
[  epoch 0017/0030] 3220/4800, lr:1.3e-05 ∣ avg_100 : 5.268067 ∣ l2loss : 5.118844 ∣ 
[  epoch 0017/0030] 3230/4800, lr:1.3e-05 ∣ avg_100 : 5.269981 ∣ l2loss : 5.399140 ∣ 
[  epoch 0017/0030] 3240/4800, lr:1.3e-05 ∣ avg_100 : 5.267497 ∣ l2loss : 4.986071 ∣ 
[  epoch 0017/0030] 3250/4800, lr:1.3e-05 ∣ avg_100 : 5.271660 ∣ l2loss : 5.414398 ∣ 
[  epoch 0017/0030] 3260/4800, lr:1.3e-05 ∣ avg_100 : 5.272138 ∣ l2loss : 5.258159 ∣ 
[  epoch 0017/0030] 3270/4800, lr:1.3e-05 ∣ avg_100 : 5.271569 ∣ l2loss : 5.024267 ∣ 
[  epoch 0017/0030] 3280/4800, lr:1.3e-05 ∣ avg_100 : 5.268958 ∣ l2loss : 4.939118 ∣ 
[  epoch 0017/0030] 3290/4800, lr:1.3e-05 ∣ avg_100 : 5.271903 ∣ l2loss : 5.296509 ∣ 
[  epoch 0017/0030] 3300/4800, lr:1.3e-05 ∣ avg_100 : 5.270775 ∣ l2loss : 5.174763 ∣ 
[  epoch 0017/0030] 3310/4800, lr:1.3e-05 ∣ avg_100 : 5.272506 ∣ l2loss : 5.361848 ∣ 
[  epoch 0017/0030] 3320/4800, lr:1.3e-05 ∣ avg_100 : 5.271023 ∣ l2loss : 5.349647 ∣ 
[  epoch 0017/0030] 3330/4800, lr:1.3e-05 ∣ avg_100 : 5.269038 ∣ l2loss : 5.083121 ∣ 
[  epoch 0017/0030] 3340/4800, lr:1.3e-05 ∣ avg_100 : 5.271435 ∣ l2loss : 5.433624 ∣ 
[  epoch 0017/0030] 3350/4800, lr:1.3e-05 ∣ avg_100 : 5.269977 ∣ l2loss : 5.223763 ∣ 
[  epoch 0017/0030] 3360/4800, lr:1.3e-05 ∣ avg_100 : 5.271407 ∣ l2loss : 5.442776 ∣ 
[  epoch 0017/0030] 3370/4800, lr:1.3e-05 ∣ avg_100 : 5.269314 ∣ l2loss : 5.243247 ∣ 
[  epoch 0017/0030] 3380/4800, lr:1.3e-05 ∣ avg_100 : 5.269773 ∣ l2loss : 5.335900 ∣ 
[  epoch 0017/0030] 3390/4800, lr:1.3e-05 ∣ avg_100 : 5.269442 ∣ l2loss : 5.226743 ∣ 
[  epoch 0017/0030] 3400/4800, lr:1.3e-05 ∣ avg_100 : 5.270615 ∣ l2loss : 5.155486 ∣ 
[  epoch 0017/0030] 3410/4800, lr:1.3e-05 ∣ avg_100 : 5.270075 ∣ l2loss : 5.206543 ∣ 
[  epoch 0017/0030] 3420/4800, lr:1.3e-05 ∣ avg_100 : 5.268242 ∣ l2loss : 5.131681 ∣ 
[  epoch 0017/0030] 3430/4800, lr:1.3e-05 ∣ avg_100 : 5.269758 ∣ l2loss : 5.331611 ∣ 
[  epoch 0017/0030] 3440/4800, lr:1.3e-05 ∣ avg_100 : 5.271156 ∣ l2loss : 5.305633 ∣ 
[  epoch 0017/0030] 3450/4800, lr:1.3e-05 ∣ avg_100 : 5.271497 ∣ l2loss : 5.295567 ∣ 
[  epoch 0017/0030] 3460/4800, lr:1.3e-05 ∣ avg_100 : 5.268440 ∣ l2loss : 5.014104 ∣ 
[  epoch 0017/0030] 3470/4800, lr:1.3e-05 ∣ avg_100 : 5.267155 ∣ l2loss : 5.298505 ∣ 
[  epoch 0017/0030] 3480/4800, lr:1.3e-05 ∣ avg_100 : 5.268432 ∣ l2loss : 5.146071 ∣ 
[  epoch 0017/0030] 3490/4800, lr:1.3e-05 ∣ avg_100 : 5.265315 ∣ l2loss : 5.014119 ∣ 
[  epoch 0017/0030] 3500/4800, lr:1.3e-05 ∣ avg_100 : 5.265254 ∣ l2loss : 5.153233 ∣ 
[  epoch 0017/0030] 3510/4800, lr:1.3e-05 ∣ avg_100 : 5.264635 ∣ l2loss : 5.312175 ∣ 
[  epoch 0017/0030] 3520/4800, lr:1.3e-05 ∣ avg_100 : 5.263619 ∣ l2loss : 5.222418 ∣ 
[  epoch 0017/0030] 3530/4800, lr:1.3e-05 ∣ avg_100 : 5.266843 ∣ l2loss : 5.506369 ∣ 
[  epoch 0017/0030] 3540/4800, lr:1.3e-05 ∣ avg_100 : 5.267814 ∣ l2loss : 5.385452 ∣ 
[  epoch 0017/0030] 3550/4800, lr:1.3e-05 ∣ avg_100 : 5.262645 ∣ l2loss : 4.861500 ∣ 
[  epoch 0017/0030] 3560/4800, lr:1.3e-05 ∣ avg_100 : 5.264578 ∣ l2loss : 5.248066 ∣ 
[  epoch 0017/0030] 3570/4800, lr:1.3e-05 ∣ avg_100 : 5.261203 ∣ l2loss : 4.933598 ∣ 
[  epoch 0017/0030] 3580/4800, lr:1.3e-05 ∣ avg_100 : 5.259968 ∣ l2loss : 5.188727 ∣ 
[  epoch 0017/0030] 3590/4800, lr:1.3e-05 ∣ avg_100 : 5.260955 ∣ l2loss : 5.445032 ∣ 
[  epoch 0017/0030] 3600/4800, lr:1.3e-05 ∣ avg_100 : 5.257468 ∣ l2loss : 5.134397 ∣ 
[  epoch 0017/0030] 3610/4800, lr:1.3e-05 ∣ avg_100 : 5.256682 ∣ l2loss : 5.295050 ∣ 
[  epoch 0017/0030] 3620/4800, lr:1.3e-05 ∣ avg_100 : 5.260454 ∣ l2loss : 5.526724 ∣ 
[  epoch 0017/0030] 3630/4800, lr:1.3e-05 ∣ avg_100 : 5.261471 ∣ l2loss : 5.226847 ∣ 
[  epoch 0017/0030] 3640/4800, lr:1.3e-05 ∣ avg_100 : 5.261718 ∣ l2loss : 5.167185 ∣ 
[  epoch 0017/0030] 3650/4800, lr:1.3e-05 ∣ avg_100 : 5.261300 ∣ l2loss : 5.121201 ∣ 
[  epoch 0017/0030] 3660/4800, lr:1.3e-05 ∣ avg_100 : 5.264471 ∣ l2loss : 5.500791 ∣ 
[  epoch 0017/0030] 3670/4800, lr:1.3e-05 ∣ avg_100 : 5.265716 ∣ l2loss : 5.410721 ∣ 
[  epoch 0017/0030] 3680/4800, lr:1.3e-05 ∣ avg_100 : 5.263629 ∣ l2loss : 5.215608 ∣ 
[  epoch 0017/0030] 3690/4800, lr:1.3e-05 ∣ avg_100 : 5.263940 ∣ l2loss : 5.401979 ∣ 
[  epoch 0017/0030] 3700/4800, lr:1.3e-05 ∣ avg_100 : 5.266542 ∣ l2loss : 5.204595 ∣ 
[  epoch 0017/0030] 3710/4800, lr:1.3e-05 ∣ avg_100 : 5.265839 ∣ l2loss : 5.136273 ∣ 
[  epoch 0017/0030] 3720/4800, lr:1.3e-05 ∣ avg_100 : 5.265176 ∣ l2loss : 5.258749 ∣ 
[  epoch 0017/0030] 3730/4800, lr:1.3e-05 ∣ avg_100 : 5.267909 ∣ l2loss : 5.474136 ∣ 
[  epoch 0017/0030] 3740/4800, lr:1.3e-05 ∣ avg_100 : 5.268299 ∣ l2loss : 5.474950 ∣ 
[  epoch 0017/0030] 3750/4800, lr:1.3e-05 ∣ avg_100 : 5.272056 ∣ l2loss : 5.548759 ∣ 
[  epoch 0017/0030] 3760/4800, lr:1.3e-05 ∣ avg_100 : 5.271640 ∣ l2loss : 5.273049 ∣ 
[  epoch 0017/0030] 3770/4800, lr:1.3e-05 ∣ avg_100 : 5.272864 ∣ l2loss : 5.356359 ∣ 
[  epoch 0017/0030] 3780/4800, lr:1.3e-05 ∣ avg_100 : 5.271645 ∣ l2loss : 5.235686 ∣ 
[  epoch 0017/0030] 3790/4800, lr:1.3e-05 ∣ avg_100 : 5.269670 ∣ l2loss : 5.217410 ∣ 
[  epoch 0017/0030] 3800/4800, lr:1.3e-05 ∣ avg_100 : 5.269929 ∣ l2loss : 5.200470 ∣ 
[  epoch 0017/0030] 3810/4800, lr:1.3e-05 ∣ avg_100 : 5.271088 ∣ l2loss : 5.320509 ∣ 
[  epoch 0017/0030] 3820/4800, lr:1.3e-05 ∣ avg_100 : 5.273096 ∣ l2loss : 5.603638 ∣ 
[  epoch 0017/0030] 3830/4800, lr:1.3e-05 ∣ avg_100 : 5.273929 ∣ l2loss : 5.233090 ∣ 
[  epoch 0017/0030] 3840/4800, lr:1.3e-05 ∣ avg_100 : 5.274201 ∣ l2loss : 5.362233 ∣ 
[  epoch 0017/0030] 3850/4800, lr:1.3e-05 ∣ avg_100 : 5.275642 ∣ l2loss : 5.390227 ∣ 
[  epoch 0017/0030] 3860/4800, lr:1.3e-05 ∣ avg_100 : 5.276952 ∣ l2loss : 5.411334 ∣ 
[  epoch 0017/0030] 3870/4800, lr:1.3e-05 ∣ avg_100 : 5.279667 ∣ l2loss : 5.421398 ∣ 
[  epoch 0017/0030] 3880/4800, lr:1.3e-05 ∣ avg_100 : 5.281660 ∣ l2loss : 5.478020 ∣ 
[  epoch 0017/0030] 3890/4800, lr:1.3e-05 ∣ avg_100 : 5.282056 ∣ l2loss : 5.269431 ∣ 
[  epoch 0017/0030] 3900/4800, lr:1.3e-05 ∣ avg_100 : 5.276900 ∣ l2loss : 5.114260 ∣ 
[  epoch 0017/0030] 3910/4800, lr:1.3e-05 ∣ avg_100 : 5.274660 ∣ l2loss : 5.107603 ∣ 
[  epoch 0017/0030] 3920/4800, lr:1.3e-05 ∣ avg_100 : 5.276084 ∣ l2loss : 5.438506 ∣ 
[  epoch 0017/0030] 3930/4800, lr:1.3e-05 ∣ avg_100 : 5.275597 ∣ l2loss : 5.160173 ∣ 
[  epoch 0017/0030] 3940/4800, lr:1.3e-05 ∣ avg_100 : 5.274186 ∣ l2loss : 5.152285 ∣ 
[  epoch 0017/0030] 3950/4800, lr:1.3e-05 ∣ avg_100 : 5.276406 ∣ l2loss : 5.245185 ∣ 
[  epoch 0017/0030] 3960/4800, lr:1.3e-05 ∣ avg_100 : 5.274540 ∣ l2loss : 5.158533 ∣ 
[  epoch 0017/0030] 3970/4800, lr:1.3e-05 ∣ avg_100 : 5.273405 ∣ l2loss : 5.186232 ∣ 
[  epoch 0017/0030] 3980/4800, lr:1.3e-05 ∣ avg_100 : 5.273297 ∣ l2loss : 5.240536 ∣ 
[  epoch 0017/0030] 3990/4800, lr:1.3e-05 ∣ avg_100 : 5.272420 ∣ l2loss : 5.453086 ∣ 
[  epoch 0017/0030] 4000/4800, lr:1.3e-05 ∣ avg_100 : 5.275586 ∣ l2loss : 5.315130 ∣ 
[  epoch 0017/0030] 4010/4800, lr:1.3e-05 ∣ avg_100 : 5.273779 ∣ l2loss : 5.091990 ∣ 
[  epoch 0017/0030] 4020/4800, lr:1.3e-05 ∣ avg_100 : 5.274375 ∣ l2loss : 5.300071 ∣ 
[  epoch 0017/0030] 4030/4800, lr:1.3e-05 ∣ avg_100 : 5.270448 ∣ l2loss : 5.027166 ∣ 
[  epoch 0017/0030] 4040/4800, lr:1.3e-05 ∣ avg_100 : 5.270386 ∣ l2loss : 5.176676 ∣ 
[  epoch 0017/0030] 4050/4800, lr:1.3e-05 ∣ avg_100 : 5.269747 ∣ l2loss : 5.335047 ∣ 
[  epoch 0017/0030] 4060/4800, lr:1.3e-05 ∣ avg_100 : 5.272734 ∣ l2loss : 5.292771 ∣ 
[  epoch 0017/0030] 4070/4800, lr:1.3e-05 ∣ avg_100 : 5.271139 ∣ l2loss : 5.348638 ∣ 
[  epoch 0017/0030] 4080/4800, lr:1.3e-05 ∣ avg_100 : 5.266571 ∣ l2loss : 4.929852 ∣ 
[  epoch 0017/0030] 4090/4800, lr:1.3e-05 ∣ avg_100 : 5.267318 ∣ l2loss : 5.279427 ∣ 
[  epoch 0017/0030] 4100/4800, lr:1.3e-05 ∣ avg_100 : 5.263206 ∣ l2loss : 5.088141 ∣ 
[  epoch 0017/0030] 4110/4800, lr:1.3e-05 ∣ avg_100 : 5.263931 ∣ l2loss : 5.321119 ∣ 
[  epoch 0017/0030] 4120/4800, lr:1.3e-05 ∣ avg_100 : 5.263050 ∣ l2loss : 5.337954 ∣ 
[  epoch 0017/0030] 4130/4800, lr:1.3e-05 ∣ avg_100 : 5.263524 ∣ l2loss : 5.220178 ∣ 
[  epoch 0017/0030] 4140/4800, lr:1.3e-05 ∣ avg_100 : 5.264947 ∣ l2loss : 5.336525 ∣ 
[  epoch 0017/0030] 4150/4800, lr:1.3e-05 ∣ avg_100 : 5.265260 ∣ l2loss : 5.256690 ∣ 
[  epoch 0017/0030] 4160/4800, lr:1.3e-05 ∣ avg_100 : 5.264172 ∣ l2loss : 5.172368 ∣ 
[  epoch 0017/0030] 4170/4800, lr:1.3e-05 ∣ avg_100 : 5.263530 ∣ l2loss : 5.287835 ∣ 
[  epoch 0017/0030] 4180/4800, lr:1.3e-05 ∣ avg_100 : 5.261817 ∣ l2loss : 5.218115 ∣ 
[  epoch 0017/0030] 4190/4800, lr:1.3e-05 ∣ avg_100 : 5.259073 ∣ l2loss : 5.178990 ∣ 
[  epoch 0017/0030] 4200/4800, lr:1.3e-05 ∣ avg_100 : 5.255284 ∣ l2loss : 5.105816 ∣ 
[  epoch 0017/0030] 4210/4800, lr:1.3e-05 ∣ avg_100 : 5.254920 ∣ l2loss : 5.276408 ∣ 
[  epoch 0017/0030] 4220/4800, lr:1.3e-05 ∣ avg_100 : 5.255121 ∣ l2loss : 5.138997 ∣ 
[  epoch 0017/0030] 4230/4800, lr:1.3e-05 ∣ avg_100 : 5.252869 ∣ l2loss : 5.173923 ∣ 
[  epoch 0017/0030] 4240/4800, lr:1.3e-05 ∣ avg_100 : 5.255083 ∣ l2loss : 5.207514 ∣ 
[  epoch 0017/0030] 4250/4800, lr:1.3e-05 ∣ avg_100 : 5.253193 ∣ l2loss : 5.225402 ∣ 
[  epoch 0017/0030] 4260/4800, lr:1.3e-05 ∣ avg_100 : 5.250992 ∣ l2loss : 5.038047 ∣ 
[  epoch 0017/0030] 4270/4800, lr:1.3e-05 ∣ avg_100 : 5.253406 ∣ l2loss : 5.265683 ∣ 
[  epoch 0017/0030] 4280/4800, lr:1.3e-05 ∣ avg_100 : 5.257358 ∣ l2loss : 5.334243 ∣ 
[  epoch 0017/0030] 4290/4800, lr:1.3e-05 ∣ avg_100 : 5.255415 ∣ l2loss : 5.102211 ∣ 
[  epoch 0017/0030] 4300/4800, lr:1.3e-05 ∣ avg_100 : 5.253639 ∣ l2loss : 4.997221 ∣ 
[  epoch 0017/0030] 4310/4800, lr:1.3e-05 ∣ avg_100 : 5.252525 ∣ l2loss : 5.250472 ∣ 
[  epoch 0017/0030] 4320/4800, lr:1.3e-05 ∣ avg_100 : 5.252501 ∣ l2loss : 5.347177 ∣ 
[  epoch 0017/0030] 4330/4800, lr:1.3e-05 ∣ avg_100 : 5.253872 ∣ l2loss : 5.220206 ∣ 
[  epoch 0017/0030] 4340/4800, lr:1.3e-05 ∣ avg_100 : 5.252203 ∣ l2loss : 5.266743 ∣ 
[  epoch 0017/0030] 4350/4800, lr:1.3e-05 ∣ avg_100 : 5.251559 ∣ l2loss : 5.159427 ∣ 
[  epoch 0017/0030] 4360/4800, lr:1.3e-05 ∣ avg_100 : 5.247594 ∣ l2loss : 5.046228 ∣ 
[  epoch 0017/0030] 4370/4800, lr:1.3e-05 ∣ avg_100 : 5.247500 ∣ l2loss : 5.233883 ∣ 
[  epoch 0017/0030] 4380/4800, lr:1.3e-05 ∣ avg_100 : 5.244785 ∣ l2loss : 5.064406 ∣ 
[  epoch 0017/0030] 4390/4800, lr:1.3e-05 ∣ avg_100 : 5.244360 ∣ l2loss : 5.184210 ∣ 
[  epoch 0017/0030] 4400/4800, lr:1.3e-05 ∣ avg_100 : 5.244466 ∣ l2loss : 5.166078 ∣ 
[  epoch 0017/0030] 4410/4800, lr:1.3e-05 ∣ avg_100 : 5.244930 ∣ l2loss : 5.252920 ∣ 
[  epoch 0017/0030] 4420/4800, lr:1.3e-05 ∣ avg_100 : 5.248029 ∣ l2loss : 5.441587 ∣ 
[  epoch 0017/0030] 4430/4800, lr:1.3e-05 ∣ avg_100 : 5.247711 ∣ l2loss : 5.299824 ∣ 
[  epoch 0017/0030] 4440/4800, lr:1.3e-05 ∣ avg_100 : 5.246008 ∣ l2loss : 5.135310 ∣ 
[  epoch 0017/0030] 4450/4800, lr:1.3e-05 ∣ avg_100 : 5.247130 ∣ l2loss : 5.407783 ∣ 
[  epoch 0017/0030] 4460/4800, lr:1.3e-05 ∣ avg_100 : 5.248909 ∣ l2loss : 5.191983 ∣ 
[  epoch 0017/0030] 4470/4800, lr:1.3e-05 ∣ avg_100 : 5.248991 ∣ l2loss : 5.306759 ∣ 
[  epoch 0017/0030] 4480/4800, lr:1.3e-05 ∣ avg_100 : 5.251681 ∣ l2loss : 5.415007 ∣ 
[  epoch 0017/0030] 4490/4800, lr:1.3e-05 ∣ avg_100 : 5.253161 ∣ l2loss : 5.162143 ∣ 
[  epoch 0017/0030] 4500/4800, lr:1.3e-05 ∣ avg_100 : 5.252834 ∣ l2loss : 5.120504 ∣ 
[  epoch 0017/0030] 4510/4800, lr:1.3e-05 ∣ avg_100 : 5.249856 ∣ l2loss : 5.014451 ∣ 
[  epoch 0017/0030] 4520/4800, lr:1.3e-05 ∣ avg_100 : 5.250143 ∣ l2loss : 5.251099 ∣ 
[  epoch 0017/0030] 4530/4800, lr:1.3e-05 ∣ avg_100 : 5.248320 ∣ l2loss : 5.324104 ∣ 
[  epoch 0017/0030] 4540/4800, lr:1.3e-05 ∣ avg_100 : 5.246858 ∣ l2loss : 5.239160 ∣ 
[  epoch 0017/0030] 4550/4800, lr:1.3e-05 ∣ avg_100 : 5.250443 ∣ l2loss : 5.220020 ∣ 
[  epoch 0017/0030] 4560/4800, lr:1.3e-05 ∣ avg_100 : 5.250526 ∣ l2loss : 5.256418 ∣ 
[  epoch 0017/0030] 4570/4800, lr:1.3e-05 ∣ avg_100 : 5.254613 ∣ l2loss : 5.342235 ∣ 
[  epoch 0017/0030] 4580/4800, lr:1.3e-05 ∣ avg_100 : 5.252052 ∣ l2loss : 4.932659 ∣ 
[  epoch 0017/0030] 4590/4800, lr:1.3e-05 ∣ avg_100 : 5.248665 ∣ l2loss : 5.106383 ∣ 
[  epoch 0017/0030] 4600/4800, lr:1.3e-05 ∣ avg_100 : 5.248265 ∣ l2loss : 5.094304 ∣ 
[  epoch 0017/0030] 4610/4800, lr:1.3e-05 ∣ avg_100 : 5.245793 ∣ l2loss : 5.047874 ∣ 
[  epoch 0017/0030] 4620/4800, lr:1.3e-05 ∣ avg_100 : 5.243002 ∣ l2loss : 5.247613 ∣ 
[  epoch 0017/0030] 4630/4800, lr:1.3e-05 ∣ avg_100 : 5.239622 ∣ l2loss : 4.888930 ∣ 
[  epoch 0017/0030] 4640/4800, lr:1.3e-05 ∣ avg_100 : 5.239918 ∣ l2loss : 5.196758 ∣ 
[  epoch 0017/0030] 4650/4800, lr:1.3e-05 ∣ avg_100 : 5.240792 ∣ l2loss : 5.208620 ∣ 
[  epoch 0017/0030] 4660/4800, lr:1.3e-05 ∣ avg_100 : 5.237745 ∣ l2loss : 5.196042 ∣ 
[  epoch 0017/0030] 4670/4800, lr:1.3e-05 ∣ avg_100 : 5.238788 ∣ l2loss : 5.515074 ∣ 
[  epoch 0017/0030] 4680/4800, lr:1.3e-05 ∣ avg_100 : 5.238245 ∣ l2loss : 5.161245 ∣ 
[  epoch 0017/0030] 4690/4800, lr:1.3e-05 ∣ avg_100 : 5.237225 ∣ l2loss : 5.300021 ∣ 
[  epoch 0017/0030] 4700/4800, lr:1.3e-05 ∣ avg_100 : 5.237725 ∣ l2loss : 5.254538 ∣ 
[  epoch 0017/0030] 4710/4800, lr:1.3e-05 ∣ avg_100 : 5.239010 ∣ l2loss : 5.264846 ∣ 
[  epoch 0017/0030] 4720/4800, lr:1.3e-05 ∣ avg_100 : 5.237331 ∣ l2loss : 5.090830 ∣ 
[  epoch 0017/0030] 4730/4800, lr:1.3e-05 ∣ avg_100 : 5.234159 ∣ l2loss : 5.156922 ∣ 
[  epoch 0017/0030] 4740/4800, lr:1.3e-05 ∣ avg_100 : 5.231352 ∣ l2loss : 5.194293 ∣ 
[  epoch 0017/0030] 4750/4800, lr:1.3e-05 ∣ avg_100 : 5.228999 ∣ l2loss : 5.313391 ∣ 
[  epoch 0017/0030] 4760/4800, lr:1.3e-05 ∣ avg_100 : 5.227466 ∣ l2loss : 5.119801 ∣ 
[  epoch 0017/0030] 4770/4800, lr:1.3e-05 ∣ avg_100 : 5.226533 ∣ l2loss : 5.263071 ∣ 
[  epoch 0017/0030] 4780/4800, lr:1.3e-05 ∣ avg_100 : 5.226821 ∣ l2loss : 5.264492 ∣ 
[  epoch 0017/0030] 4790/4800, lr:1.3e-05 ∣ avg_100 : 5.228185 ∣ l2loss : 5.353715 ∣ 
[  epoch 0017/0030] 4800/4800, lr:1.3e-05 ∣ avg_100 : 5.227549 ∣ l2loss : 5.136888 ∣ 
[    val 017    ] Done! PSNR : 36.30 dB, SSIM : 0.922 total: 23:18:26                   
[  epoch 0018/0030] 0010/4800, lr:1.3e-05 ∣ avg_100 : 5.224529 ∣ l2loss : 5.018576 ∣ 
[  epoch 0018/0030] 0020/4800, lr:1.3e-05 ∣ avg_100 : 5.221706 ∣ l2loss : 5.321301 ∣ 
[  epoch 0018/0030] 0030/4800, lr:1.3e-05 ∣ avg_100 : 5.221417 ∣ l2loss : 5.204189 ∣ 
[  epoch 0018/0030] 0040/4800, lr:1.3e-05 ∣ avg_100 : 5.218368 ∣ l2loss : 5.057368 ∣ 
[  epoch 0018/0030] 0050/4800, lr:1.3e-05 ∣ avg_100 : 5.218073 ∣ l2loss : 5.360677 ∣ 
[  epoch 0018/0030] 0060/4800, lr:1.3e-05 ∣ avg_100 : 5.214811 ∣ l2loss : 5.085131 ∣ 
[  epoch 0018/0030] 0070/4800, lr:1.3e-05 ∣ avg_100 : 5.214119 ∣ l2loss : 5.352187 ∣ 
[  epoch 0018/0030] 0080/4800, lr:1.3e-05 ∣ avg_100 : 5.213966 ∣ l2loss : 5.462722 ∣ 
[  epoch 0018/0030] 0090/4800, lr:1.3e-05 ∣ avg_100 : 5.217044 ∣ l2loss : 5.577220 ∣ 
[  epoch 0018/0030] 0100/4800, lr:1.3e-05 ∣ avg_100 : 5.219952 ∣ l2loss : 5.405060 ∣ 
[  epoch 0018/0030] 0110/4800, lr:1.3e-05 ∣ avg_100 : 5.220325 ∣ l2loss : 5.144929 ∣ 
[  epoch 0018/0030] 0120/4800, lr:1.3e-05 ∣ avg_100 : 5.216671 ∣ l2loss : 5.073076 ∣ 
[  epoch 0018/0030] 0130/4800, lr:1.3e-05 ∣ avg_100 : 5.216337 ∣ l2loss : 5.126838 ∣ 
[  epoch 0018/0030] 0140/4800, lr:1.3e-05 ∣ avg_100 : 5.217472 ∣ l2loss : 5.265764 ∣ 
[  epoch 0018/0030] 0150/4800, lr:1.3e-05 ∣ avg_100 : 5.219676 ∣ l2loss : 5.465620 ∣ 
[  epoch 0018/0030] 0160/4800, lr:1.3e-05 ∣ avg_100 : 5.221881 ∣ l2loss : 5.378975 ∣ 
[  epoch 0018/0030] 0170/4800, lr:1.3e-05 ∣ avg_100 : 5.223216 ∣ l2loss : 5.319764 ∣ 
[  epoch 0018/0030] 0180/4800, lr:1.3e-05 ∣ avg_100 : 5.220914 ∣ l2loss : 5.010304 ∣ 
[  epoch 0018/0030] 0190/4800, lr:1.3e-05 ∣ avg_100 : 5.216820 ∣ l2loss : 5.043675 ∣ 
[  epoch 0018/0030] 0200/4800, lr:1.3e-05 ∣ avg_100 : 5.217205 ∣ l2loss : 5.353709 ∣ 
[  epoch 0018/0030] 0210/4800, lr:1.3e-05 ∣ avg_100 : 5.216890 ∣ l2loss : 5.060390 ∣ 
[  epoch 0018/0030] 0220/4800, lr:1.3e-05 ∣ avg_100 : 5.214300 ∣ l2loss : 5.041147 ∣ 
[  epoch 0018/0030] 0230/4800, lr:1.3e-05 ∣ avg_100 : 5.217662 ∣ l2loss : 5.363289 ∣ 
[  epoch 0018/0030] 0240/4800, lr:1.3e-05 ∣ avg_100 : 5.218218 ∣ l2loss : 5.232317 ∣ 
[  epoch 0018/0030] 0250/4800, lr:1.3e-05 ∣ avg_100 : 5.217742 ∣ l2loss : 5.287417 ∣ 
[  epoch 0018/0030] 0260/4800, lr:1.3e-05 ∣ avg_100 : 5.216903 ∣ l2loss : 5.208869 ∣ 
[  epoch 0018/0030] 0270/4800, lr:1.3e-05 ∣ avg_100 : 5.215101 ∣ l2loss : 5.168522 ∣ 
[  epoch 0018/0030] 0280/4800, lr:1.3e-05 ∣ avg_100 : 5.217533 ∣ l2loss : 5.172966 ∣ 
[  epoch 0018/0030] 0290/4800, lr:1.3e-05 ∣ avg_100 : 5.219095 ∣ l2loss : 5.435631 ∣ 
[  epoch 0018/0030] 0300/4800, lr:1.3e-05 ∣ avg_100 : 5.220364 ∣ l2loss : 5.215065 ∣ 
[  epoch 0018/0030] 0310/4800, lr:1.3e-05 ∣ avg_100 : 5.220094 ∣ l2loss : 5.294116 ∣ 
[  epoch 0018/0030] 0320/4800, lr:1.3e-05 ∣ avg_100 : 5.220609 ∣ l2loss : 5.389447 ∣ 
[  epoch 0018/0030] 0330/4800, lr:1.3e-05 ∣ avg_100 : 5.223538 ∣ l2loss : 5.513124 ∣ 
[  epoch 0018/0030] 0340/4800, lr:1.3e-05 ∣ avg_100 : 5.222927 ∣ l2loss : 5.275382 ∣ 
[  epoch 0018/0030] 0350/4800, lr:1.3e-05 ∣ avg_100 : 5.222105 ∣ l2loss : 5.174511 ∣ 
[  epoch 0018/0030] 0360/4800, lr:1.3e-05 ∣ avg_100 : 5.224503 ∣ l2loss : 5.412151 ∣ 
[  epoch 0018/0030] 0370/4800, lr:1.3e-05 ∣ avg_100 : 5.221634 ∣ l2loss : 5.000934 ∣ 
[  epoch 0018/0030] 0380/4800, lr:1.3e-05 ∣ avg_100 : 5.222163 ∣ l2loss : 5.271060 ∣ 
[  epoch 0018/0030] 0390/4800, lr:1.3e-05 ∣ avg_100 : 5.221394 ∣ l2loss : 5.102071 ∣ 
[  epoch 0018/0030] 0400/4800, lr:1.3e-05 ∣ avg_100 : 5.224865 ∣ l2loss : 5.452931 ∣ 
[  epoch 0018/0030] 0410/4800, lr:1.3e-05 ∣ avg_100 : 5.225060 ∣ l2loss : 5.295885 ∣ 
[  epoch 0018/0030] 0420/4800, lr:1.3e-05 ∣ avg_100 : 5.227726 ∣ l2loss : 5.405553 ∣ 
[  epoch 0018/0030] 0430/4800, lr:1.3e-05 ∣ avg_100 : 5.229471 ∣ l2loss : 5.348466 ∣ 
[  epoch 0018/0030] 0440/4800, lr:1.3e-05 ∣ avg_100 : 5.229243 ∣ l2loss : 5.184673 ∣ 
[  epoch 0018/0030] 0450/4800, lr:1.3e-05 ∣ avg_100 : 5.230232 ∣ l2loss : 5.324321 ∣ 
[  epoch 0018/0030] 0460/4800, lr:1.3e-05 ∣ avg_100 : 5.233339 ∣ l2loss : 5.348772 ∣ 
[  epoch 0018/0030] 0470/4800, lr:1.3e-05 ∣ avg_100 : 5.232881 ∣ l2loss : 5.219835 ∣ 
[  epoch 0018/0030] 0480/4800, lr:1.3e-05 ∣ avg_100 : 5.232791 ∣ l2loss : 5.325244 ∣ 
[  epoch 0018/0030] 0490/4800, lr:1.3e-05 ∣ avg_100 : 5.235358 ∣ l2loss : 5.358983 ∣ 
[  epoch 0018/0030] 0500/4800, lr:1.3e-05 ∣ avg_100 : 5.235680 ∣ l2loss : 5.029417 ∣ 
[  epoch 0018/0030] 0510/4800, lr:1.3e-05 ∣ avg_100 : 5.234645 ∣ l2loss : 5.146962 ∣ 
[  epoch 0018/0030] 0520/4800, lr:1.3e-05 ∣ avg_100 : 5.236733 ∣ l2loss : 5.555944 ∣ 
[  epoch 0018/0030] 0530/4800, lr:1.3e-05 ∣ avg_100 : 5.236917 ∣ l2loss : 5.238584 ∣ 
[  epoch 0018/0030] 0540/4800, lr:1.3e-05 ∣ avg_100 : 5.236083 ∣ l2loss : 5.183381 ∣ 
[  epoch 0018/0030] 0550/4800, lr:1.3e-05 ∣ avg_100 : 5.238633 ∣ l2loss : 5.414418 ∣ 
[  epoch 0018/0030] 0560/4800, lr:1.3e-05 ∣ avg_100 : 5.239881 ∣ l2loss : 5.171058 ∣ 
[  epoch 0018/0030] 0570/4800, lr:1.3e-05 ∣ avg_100 : 5.242484 ∣ l2loss : 5.494168 ∣ 
[  epoch 0018/0030] 0580/4800, lr:1.3e-05 ∣ avg_100 : 5.244583 ∣ l2loss : 5.274349 ∣ 
[  epoch 0018/0030] 0590/4800, lr:1.3e-05 ∣ avg_100 : 5.247255 ∣ l2loss : 5.451328 ∣ 
[  epoch 0018/0030] 0600/4800, lr:1.3e-05 ∣ avg_100 : 5.247925 ∣ l2loss : 5.233069 ∣ 
[  epoch 0018/0030] 0610/4800, lr:1.3e-05 ∣ avg_100 : 5.248132 ∣ l2loss : 5.273702 ∣ 
[  epoch 0018/0030] 0620/4800, lr:1.3e-05 ∣ avg_100 : 5.244595 ∣ l2loss : 5.087881 ∣ 
[  epoch 0018/0030] 0630/4800, lr:1.3e-05 ∣ avg_100 : 5.245126 ∣ l2loss : 5.352881 ∣ 
[  epoch 0018/0030] 0640/4800, lr:1.3e-05 ∣ avg_100 : 5.248531 ∣ l2loss : 5.475829 ∣ 
[  epoch 0018/0030] 0650/4800, lr:1.3e-05 ∣ avg_100 : 5.247335 ∣ l2loss : 5.288168 ∣ 
[  epoch 0018/0030] 0660/4800, lr:1.3e-05 ∣ avg_100 : 5.248615 ∣ l2loss : 5.320023 ∣ 
[  epoch 0018/0030] 0670/4800, lr:1.3e-05 ∣ avg_100 : 5.246732 ∣ l2loss : 5.118435 ∣ 
[  epoch 0018/0030] 0680/4800, lr:1.3e-05 ∣ avg_100 : 5.245826 ∣ l2loss : 5.324441 ∣ 
[  epoch 0018/0030] 0690/4800, lr:1.3e-05 ∣ avg_100 : 5.244829 ∣ l2loss : 5.062409 ∣ 
[  epoch 0018/0030] 0700/4800, lr:1.3e-05 ∣ avg_100 : 5.245676 ∣ l2loss : 5.205209 ∣ 
[  epoch 0018/0030] 0710/4800, lr:1.3e-05 ∣ avg_100 : 5.245980 ∣ l2loss : 5.044795 ∣ 
[  epoch 0018/0030] 0720/4800, lr:1.3e-05 ∣ avg_100 : 5.247364 ∣ l2loss : 5.389541 ∣ 
[  epoch 0018/0030] 0730/4800, lr:1.3e-05 ∣ avg_100 : 5.246746 ∣ l2loss : 5.262264 ∣ 
[  epoch 0018/0030] 0740/4800, lr:1.3e-05 ∣ avg_100 : 5.245197 ∣ l2loss : 5.084296 ∣ 
[  epoch 0018/0030] 0750/4800, lr:1.3e-05 ∣ avg_100 : 5.246353 ∣ l2loss : 5.335593 ∣ 
[  epoch 0018/0030] 0760/4800, lr:1.3e-05 ∣ avg_100 : 5.245005 ∣ l2loss : 5.121681 ∣ 
[  epoch 0018/0030] 0770/4800, lr:1.3e-05 ∣ avg_100 : 5.242561 ∣ l2loss : 5.097812 ∣ 
[  epoch 0018/0030] 0780/4800, lr:1.3e-05 ∣ avg_100 : 5.244099 ∣ l2loss : 5.086481 ∣ 
[  epoch 0018/0030] 0790/4800, lr:1.3e-05 ∣ avg_100 : 5.245606 ∣ l2loss : 5.257046 ∣ 
[  epoch 0018/0030] 0800/4800, lr:1.3e-05 ∣ avg_100 : 5.243805 ∣ l2loss : 4.914229 ∣ 
[  epoch 0018/0030] 0810/4800, lr:1.3e-05 ∣ avg_100 : 5.246408 ∣ l2loss : 5.308186 ∣ 
[  epoch 0018/0030] 0820/4800, lr:1.3e-05 ∣ avg_100 : 5.246198 ∣ l2loss : 5.226618 ∣ 
[  epoch 0018/0030] 0830/4800, lr:1.3e-05 ∣ avg_100 : 5.251751 ∣ l2loss : 5.444154 ∣ 
[  epoch 0018/0030] 0840/4800, lr:1.3e-05 ∣ avg_100 : 5.252758 ∣ l2loss : 5.297488 ∣ 
[  epoch 0018/0030] 0850/4800, lr:1.3e-05 ∣ avg_100 : 5.251129 ∣ l2loss : 5.045771 ∣ 
[  epoch 0018/0030] 0860/4800, lr:1.3e-05 ∣ avg_100 : 5.251495 ∣ l2loss : 5.232554 ∣ 
[  epoch 0018/0030] 0870/4800, lr:1.3e-05 ∣ avg_100 : 5.249758 ∣ l2loss : 5.341390 ∣ 
[  epoch 0018/0030] 0880/4800, lr:1.3e-05 ∣ avg_100 : 5.250457 ∣ l2loss : 5.231134 ∣ 
[  epoch 0018/0030] 0890/4800, lr:1.3e-05 ∣ avg_100 : 5.249745 ∣ l2loss : 5.228862 ∣ 
[  epoch 0018/0030] 0900/4800, lr:1.3e-05 ∣ avg_100 : 5.250439 ∣ l2loss : 5.323961 ∣ 
[  epoch 0018/0030] 0910/4800, lr:1.3e-05 ∣ avg_100 : 5.249425 ∣ l2loss : 5.163449 ∣ 
[  epoch 0018/0030] 0920/4800, lr:1.3e-05 ∣ avg_100 : 5.250327 ∣ l2loss : 5.180977 ∣ 
[  epoch 0018/0030] 0930/4800, lr:1.3e-05 ∣ avg_100 : 5.251107 ∣ l2loss : 5.234953 ∣ 
[  epoch 0018/0030] 0940/4800, lr:1.3e-05 ∣ avg_100 : 5.252864 ∣ l2loss : 5.369952 ∣ 
[  epoch 0018/0030] 0950/4800, lr:1.3e-05 ∣ avg_100 : 5.252322 ∣ l2loss : 5.259279 ∣ 
[  epoch 0018/0030] 0960/4800, lr:1.3e-05 ∣ avg_100 : 5.254318 ∣ l2loss : 5.319397 ∣ 
[  epoch 0018/0030] 0970/4800, lr:1.3e-05 ∣ avg_100 : 5.254371 ∣ l2loss : 5.268291 ∣ 
[  epoch 0018/0030] 0980/4800, lr:1.3e-05 ∣ avg_100 : 5.255900 ∣ l2loss : 5.417477 ∣ 
[  epoch 0018/0030] 0990/4800, lr:1.3e-05 ∣ avg_100 : 5.254617 ∣ l2loss : 5.225380 ∣ 
[  epoch 0018/0030] 1000/4800, lr:1.3e-05 ∣ avg_100 : 5.255449 ∣ l2loss : 5.220047 ∣ 
[  epoch 0018/0030] 1010/4800, lr:1.3e-05 ∣ avg_100 : 5.257671 ∣ l2loss : 5.240780 ∣ 
[  epoch 0018/0030] 1020/4800, lr:1.3e-05 ∣ avg_100 : 5.257145 ∣ l2loss : 5.268760 ∣ 
[  epoch 0018/0030] 1030/4800, lr:1.3e-05 ∣ avg_100 : 5.256973 ∣ l2loss : 5.186939 ∣ 
[  epoch 0018/0030] 1040/4800, lr:1.3e-05 ∣ avg_100 : 5.261197 ∣ l2loss : 5.479734 ∣ 
[  epoch 0018/0030] 1050/4800, lr:1.3e-05 ∣ avg_100 : 5.261121 ∣ l2loss : 5.353158 ∣ 
[  epoch 0018/0030] 1060/4800, lr:1.3e-05 ∣ avg_100 : 5.263325 ∣ l2loss : 5.305487 ∣ 
[  epoch 0018/0030] 1070/4800, lr:1.3e-05 ∣ avg_100 : 5.261904 ∣ l2loss : 5.210071 ∣ 
[  epoch 0018/0030] 1080/4800, lr:1.3e-05 ∣ avg_100 : 5.259866 ∣ l2loss : 5.258954 ∣ 
[  epoch 0018/0030] 1090/4800, lr:1.3e-05 ∣ avg_100 : 5.252642 ∣ l2loss : 4.854800 ∣ 
[  epoch 0018/0030] 1100/4800, lr:1.3e-05 ∣ avg_100 : 5.252283 ∣ l2loss : 5.369160 ∣ 
[  epoch 0018/0030] 1110/4800, lr:1.3e-05 ∣ avg_100 : 5.253172 ∣ l2loss : 5.233868 ∣ 
[  epoch 0018/0030] 1120/4800, lr:1.3e-05 ∣ avg_100 : 5.252885 ∣ l2loss : 5.044386 ∣ 
[  epoch 0018/0030] 1130/4800, lr:1.3e-05 ∣ avg_100 : 5.254261 ∣ l2loss : 5.264390 ∣ 
[  epoch 0018/0030] 1140/4800, lr:1.3e-05 ∣ avg_100 : 5.254785 ∣ l2loss : 5.318212 ∣ 
[  epoch 0018/0030] 1150/4800, lr:1.3e-05 ∣ avg_100 : 5.253627 ∣ l2loss : 5.349799 ∣ 
[  epoch 0018/0030] 1160/4800, lr:1.3e-05 ∣ avg_100 : 5.253938 ∣ l2loss : 5.410087 ∣ 
[  epoch 0018/0030] 1170/4800, lr:1.3e-05 ∣ avg_100 : 5.253061 ∣ l2loss : 5.232037 ∣ 
[  epoch 0018/0030] 1180/4800, lr:1.3e-05 ∣ avg_100 : 5.255204 ∣ l2loss : 5.224586 ∣ 
[  epoch 0018/0030] 1190/4800, lr:1.3e-05 ∣ avg_100 : 5.254684 ∣ l2loss : 4.991730 ∣ 
[  epoch 0018/0030] 1200/4800, lr:1.3e-05 ∣ avg_100 : 5.251947 ∣ l2loss : 5.080024 ∣ 
[  epoch 0018/0030] 1210/4800, lr:1.3e-05 ∣ avg_100 : 5.253468 ∣ l2loss : 5.212421 ∣ 
[  epoch 0018/0030] 1220/4800, lr:1.3e-05 ∣ avg_100 : 5.257444 ∣ l2loss : 5.438725 ∣ 
[  epoch 0018/0030] 1230/4800, lr:1.3e-05 ∣ avg_100 : 5.256737 ∣ l2loss : 5.292667 ∣ 
[  epoch 0018/0030] 1240/4800, lr:1.3e-05 ∣ avg_100 : 5.258160 ∣ l2loss : 5.374546 ∣ 
[  epoch 0018/0030] 1250/4800, lr:1.3e-05 ∣ avg_100 : 5.255498 ∣ l2loss : 5.021244 ∣ 
[  epoch 0018/0030] 1260/4800, lr:1.3e-05 ∣ avg_100 : 5.256127 ∣ l2loss : 5.271737 ∣ 
[  epoch 0018/0030] 1270/4800, lr:1.3e-05 ∣ avg_100 : 5.257365 ∣ l2loss : 5.292407 ∣ 
[  epoch 0018/0030] 1280/4800, lr:1.3e-05 ∣ avg_100 : 5.257590 ∣ l2loss : 5.195439 ∣ 
[  epoch 0018/0030] 1290/4800, lr:1.3e-05 ∣ avg_100 : 5.256527 ∣ l2loss : 5.329292 ∣ 
[  epoch 0018/0030] 1300/4800, lr:1.3e-05 ∣ avg_100 : 5.257497 ∣ l2loss : 5.312056 ∣ 
[  epoch 0018/0030] 1310/4800, lr:1.3e-05 ∣ avg_100 : 5.256930 ∣ l2loss : 5.237490 ∣ 
[  epoch 0018/0030] 1320/4800, lr:1.3e-05 ∣ avg_100 : 5.256324 ∣ l2loss : 5.328787 ∣ 
[  epoch 0018/0030] 1330/4800, lr:1.3e-05 ∣ avg_100 : 5.252939 ∣ l2loss : 5.174632 ∣ 
[  epoch 0018/0030] 1340/4800, lr:1.3e-05 ∣ avg_100 : 5.253486 ∣ l2loss : 5.330136 ∣ 
[  epoch 0018/0030] 1350/4800, lr:1.3e-05 ∣ avg_100 : 5.254409 ∣ l2loss : 5.266820 ∣ 
[  epoch 0018/0030] 1360/4800, lr:1.3e-05 ∣ avg_100 : 5.253003 ∣ l2loss : 5.271498 ∣ 
[  epoch 0018/0030] 1370/4800, lr:1.3e-05 ∣ avg_100 : 5.257210 ∣ l2loss : 5.421593 ∣ 
[  epoch 0018/0030] 1380/4800, lr:1.3e-05 ∣ avg_100 : 5.256317 ∣ l2loss : 5.181777 ∣ 
[  epoch 0018/0030] 1390/4800, lr:1.3e-05 ∣ avg_100 : 5.257947 ∣ l2loss : 5.265054 ∣ 
[  epoch 0018/0030] 1400/4800, lr:1.3e-05 ∣ avg_100 : 5.255806 ∣ l2loss : 5.238846 ∣ 
[  epoch 0018/0030] 1410/4800, lr:1.3e-05 ∣ avg_100 : 5.253394 ∣ l2loss : 5.054667 ∣ 
[  epoch 0018/0030] 1420/4800, lr:1.3e-05 ∣ avg_100 : 5.248230 ∣ l2loss : 4.889197 ∣ 
[  epoch 0018/0030] 1430/4800, lr:1.3e-05 ∣ avg_100 : 5.247576 ∣ l2loss : 5.283030 ∣ 
[  epoch 0018/0030] 1440/4800, lr:1.3e-05 ∣ avg_100 : 5.248326 ∣ l2loss : 5.259727 ∣ 
[  epoch 0018/0030] 1450/4800, lr:1.3e-05 ∣ avg_100 : 5.245897 ∣ l2loss : 5.081408 ∣ 
[  epoch 0018/0030] 1460/4800, lr:1.3e-05 ∣ avg_100 : 5.246907 ∣ l2loss : 5.449765 ∣ 
[  epoch 0018/0030] 1470/4800, lr:1.3e-05 ∣ avg_100 : 5.246285 ∣ l2loss : 5.157637 ∣ 
[  epoch 0018/0030] 1480/4800, lr:1.3e-05 ∣ avg_100 : 5.245411 ∣ l2loss : 5.237804 ∣ 
[  epoch 0018/0030] 1490/4800, lr:1.3e-05 ∣ avg_100 : 5.246636 ∣ l2loss : 5.481518 ∣ 
[  epoch 0018/0030] 1500/4800, lr:1.3e-05 ∣ avg_100 : 5.249187 ∣ l2loss : 5.284557 ∣ 
[  epoch 0018/0030] 1510/4800, lr:1.3e-05 ∣ avg_100 : 5.249058 ∣ l2loss : 5.134039 ∣ 
[  epoch 0018/0030] 1520/4800, lr:1.3e-05 ∣ avg_100 : 5.246466 ∣ l2loss : 5.296727 ∣ 
[  epoch 0018/0030] 1530/4800, lr:1.3e-05 ∣ avg_100 : 5.247814 ∣ l2loss : 5.373341 ∣ 
[  epoch 0018/0030] 1540/4800, lr:1.3e-05 ∣ avg_100 : 5.246850 ∣ l2loss : 5.087034 ∣ 
[  epoch 0018/0030] 1550/4800, lr:1.3e-05 ∣ avg_100 : 5.245762 ∣ l2loss : 5.305634 ∣ 
[  epoch 0018/0030] 1560/4800, lr:1.3e-05 ∣ avg_100 : 5.247619 ∣ l2loss : 5.356690 ∣ 
[  epoch 0018/0030] 1570/4800, lr:1.3e-05 ∣ avg_100 : 5.244404 ∣ l2loss : 5.172688 ∣ 
[  epoch 0018/0030] 1580/4800, lr:1.3e-05 ∣ avg_100 : 5.244609 ∣ l2loss : 5.294869 ∣ 
[  epoch 0018/0030] 1590/4800, lr:1.3e-05 ∣ avg_100 : 5.242407 ∣ l2loss : 5.231091 ∣ 
[  epoch 0018/0030] 1600/4800, lr:1.3e-05 ∣ avg_100 : 5.240256 ∣ l2loss : 5.018055 ∣ 
[  epoch 0018/0030] 1610/4800, lr:1.3e-05 ∣ avg_100 : 5.241724 ∣ l2loss : 5.420449 ∣ 
[  epoch 0018/0030] 1620/4800, lr:1.3e-05 ∣ avg_100 : 5.241868 ∣ l2loss : 5.102268 ∣ 
[  epoch 0018/0030] 1630/4800, lr:1.3e-05 ∣ avg_100 : 5.242583 ∣ l2loss : 5.424436 ∣ 
[  epoch 0018/0030] 1640/4800, lr:1.3e-05 ∣ avg_100 : 5.236616 ∣ l2loss : 4.879101 ∣ 
[  epoch 0018/0030] 1650/4800, lr:1.3e-05 ∣ avg_100 : 5.237646 ∣ l2loss : 5.391179 ∣ 
[  epoch 0018/0030] 1660/4800, lr:1.3e-05 ∣ avg_100 : 5.235401 ∣ l2loss : 5.095469 ∣ 
[  epoch 0018/0030] 1670/4800, lr:1.3e-05 ∣ avg_100 : 5.234951 ∣ l2loss : 5.073483 ∣ 
[  epoch 0018/0030] 1680/4800, lr:1.3e-05 ∣ avg_100 : 5.234651 ∣ l2loss : 5.294387 ∣ 
[  epoch 0018/0030] 1690/4800, lr:1.3e-05 ∣ avg_100 : 5.236914 ∣ l2loss : 5.288707 ∣ 
[  epoch 0018/0030] 1700/4800, lr:1.3e-05 ∣ avg_100 : 5.238330 ∣ l2loss : 5.346855 ∣ 
[  epoch 0018/0030] 1710/4800, lr:1.3e-05 ∣ avg_100 : 5.239036 ∣ l2loss : 5.115376 ∣ 
[  epoch 0018/0030] 1720/4800, lr:1.3e-05 ∣ avg_100 : 5.236491 ∣ l2loss : 5.135023 ∣ 
[  epoch 0018/0030] 1730/4800, lr:1.3e-05 ∣ avg_100 : 5.233485 ∣ l2loss : 4.961688 ∣ 
[  epoch 0018/0030] 1740/4800, lr:1.3e-05 ∣ avg_100 : 5.233170 ∣ l2loss : 5.052764 ∣ 
[  epoch 0018/0030] 1750/4800, lr:1.3e-05 ∣ avg_100 : 5.231370 ∣ l2loss : 5.155638 ∣ 
[  epoch 0018/0030] 1760/4800, lr:1.3e-05 ∣ avg_100 : 5.230709 ∣ l2loss : 5.055569 ∣ 
[  epoch 0018/0030] 1770/4800, lr:1.3e-05 ∣ avg_100 : 5.231689 ∣ l2loss : 5.195844 ∣ 
[  epoch 0018/0030] 1780/4800, lr:1.3e-05 ∣ avg_100 : 5.233527 ∣ l2loss : 5.270256 ∣ 
[  epoch 0018/0030] 1790/4800, lr:1.3e-05 ∣ avg_100 : 5.231475 ∣ l2loss : 5.051824 ∣ 
[  epoch 0018/0030] 1800/4800, lr:1.3e-05 ∣ avg_100 : 5.235528 ∣ l2loss : 5.319523 ∣ 
[  epoch 0018/0030] 1810/4800, lr:1.3e-05 ∣ avg_100 : 5.235269 ∣ l2loss : 5.282287 ∣ 
[  epoch 0018/0030] 1820/4800, lr:1.3e-05 ∣ avg_100 : 5.235764 ∣ l2loss : 5.276160 ∣ 
[  epoch 0018/0030] 1830/4800, lr:1.3e-05 ∣ avg_100 : 5.234025 ∣ l2loss : 5.270226 ∣ 
[  epoch 0018/0030] 1840/4800, lr:1.3e-05 ∣ avg_100 : 5.233718 ∣ l2loss : 5.266770 ∣ 
[  epoch 0018/0030] 1850/4800, lr:1.3e-05 ∣ avg_100 : 5.237289 ∣ l2loss : 5.402948 ∣ 
[  epoch 0018/0030] 1860/4800, lr:1.3e-05 ∣ avg_100 : 5.238357 ∣ l2loss : 5.339361 ∣ 
[  epoch 0018/0030] 1870/4800, lr:1.3e-05 ∣ avg_100 : 5.237978 ∣ l2loss : 5.303475 ∣ 
[  epoch 0018/0030] 1880/4800, lr:1.3e-05 ∣ avg_100 : 5.238206 ∣ l2loss : 5.253872 ∣ 
[  epoch 0018/0030] 1890/4800, lr:1.3e-05 ∣ avg_100 : 5.236610 ∣ l2loss : 5.069281 ∣ 
[  epoch 0018/0030] 1900/4800, lr:1.3e-05 ∣ avg_100 : 5.239427 ∣ l2loss : 5.605674 ∣ 
[  epoch 0018/0030] 1910/4800, lr:1.3e-05 ∣ avg_100 : 5.242021 ∣ l2loss : 5.422846 ∣ 
[  epoch 0018/0030] 1920/4800, lr:1.3e-05 ∣ avg_100 : 5.241716 ∣ l2loss : 5.150432 ∣ 
[  epoch 0018/0030] 1930/4800, lr:1.3e-05 ∣ avg_100 : 5.241395 ∣ l2loss : 5.202905 ∣ 
[  epoch 0018/0030] 1940/4800, lr:1.3e-05 ∣ avg_100 : 5.239913 ∣ l2loss : 5.221793 ∣ 
[  epoch 0018/0030] 1950/4800, lr:1.3e-05 ∣ avg_100 : 5.240718 ∣ l2loss : 5.339785 ∣ 
[  epoch 0018/0030] 1960/4800, lr:1.3e-05 ∣ avg_100 : 5.239218 ∣ l2loss : 5.169302 ∣ 
[  epoch 0018/0030] 1970/4800, lr:1.3e-05 ∣ avg_100 : 5.240578 ∣ l2loss : 5.404296 ∣ 
[  epoch 0018/0030] 1980/4800, lr:1.3e-05 ∣ avg_100 : 5.238928 ∣ l2loss : 5.252531 ∣ 
[  epoch 0018/0030] 1990/4800, lr:1.3e-05 ∣ avg_100 : 5.240090 ∣ l2loss : 5.341616 ∣ 
[  epoch 0018/0030] 2000/4800, lr:1.3e-05 ∣ avg_100 : 5.243519 ∣ l2loss : 5.562859 ∣ 
[  epoch 0018/0030] 2010/4800, lr:1.3e-05 ∣ avg_100 : 5.243893 ∣ l2loss : 5.278213 ∣ 
[  epoch 0018/0030] 2020/4800, lr:1.3e-05 ∣ avg_100 : 5.245234 ∣ l2loss : 5.402850 ∣ 
[  epoch 0018/0030] 2030/4800, lr:1.3e-05 ∣ avg_100 : 5.244543 ∣ l2loss : 5.117809 ∣ 
[  epoch 0018/0030] 2040/4800, lr:1.3e-05 ∣ avg_100 : 5.241050 ∣ l2loss : 5.130455 ∣ 
[  epoch 0018/0030] 2050/4800, lr:1.3e-05 ∣ avg_100 : 5.239336 ∣ l2loss : 5.181773 ∣ 
[  epoch 0018/0030] 2060/4800, lr:1.3e-05 ∣ avg_100 : 5.239284 ∣ l2loss : 5.300255 ∣ 
[  epoch 0018/0030] 2070/4800, lr:1.3e-05 ∣ avg_100 : 5.239770 ∣ l2loss : 5.258725 ∣ 
[  epoch 0018/0030] 2080/4800, lr:1.3e-05 ∣ avg_100 : 5.238709 ∣ l2loss : 5.152843 ∣ 
[  epoch 0018/0030] 2090/4800, lr:1.3e-05 ∣ avg_100 : 5.240536 ∣ l2loss : 5.037489 ∣ 
[  epoch 0018/0030] 2100/4800, lr:1.3e-05 ∣ avg_100 : 5.238214 ∣ l2loss : 5.136993 ∣ 
[  epoch 0018/0030] 2110/4800, lr:1.3e-05 ∣ avg_100 : 5.240393 ∣ l2loss : 5.451738 ∣ 
[  epoch 0018/0030] 2120/4800, lr:1.3e-05 ∣ avg_100 : 5.245801 ∣ l2loss : 5.585238 ∣ 
[  epoch 0018/0030] 2130/4800, lr:1.3e-05 ∣ avg_100 : 5.245359 ∣ l2loss : 5.220114 ∣ 
[  epoch 0018/0030] 2140/4800, lr:1.3e-05 ∣ avg_100 : 5.243702 ∣ l2loss : 5.152498 ∣ 
[  epoch 0018/0030] 2150/4800, lr:1.3e-05 ∣ avg_100 : 5.241140 ∣ l2loss : 5.093683 ∣ 
[  epoch 0018/0030] 2160/4800, lr:1.3e-05 ∣ avg_100 : 5.239965 ∣ l2loss : 5.292554 ∣ 
[  epoch 0018/0030] 2170/4800, lr:1.3e-05 ∣ avg_100 : 5.239638 ∣ l2loss : 5.199307 ∣ 
[  epoch 0018/0030] 2180/4800, lr:1.3e-05 ∣ avg_100 : 5.241753 ∣ l2loss : 5.436098 ∣ 
[  epoch 0018/0030] 2190/4800, lr:1.3e-05 ∣ avg_100 : 5.244733 ∣ l2loss : 5.289705 ∣ 
[  epoch 0018/0030] 2200/4800, lr:1.3e-05 ∣ avg_100 : 5.249769 ∣ l2loss : 5.583632 ∣ 
[  epoch 0018/0030] 2210/4800, lr:1.3e-05 ∣ avg_100 : 5.252596 ∣ l2loss : 5.495129 ∣ 
[  epoch 0018/0030] 2220/4800, lr:1.3e-05 ∣ avg_100 : 5.249366 ∣ l2loss : 5.115745 ∣ 
[  epoch 0018/0030] 2230/4800, lr:1.3e-05 ∣ avg_100 : 5.248502 ∣ l2loss : 5.206244 ∣ 
[  epoch 0018/0030] 2240/4800, lr:1.3e-05 ∣ avg_100 : 5.248263 ∣ l2loss : 5.350652 ∣ 
[  epoch 0018/0030] 2250/4800, lr:1.3e-05 ∣ avg_100 : 5.250947 ∣ l2loss : 5.289680 ∣ 
[  epoch 0018/0030] 2260/4800, lr:1.3e-05 ∣ avg_100 : 5.251596 ∣ l2loss : 5.336617 ∣ 
[  epoch 0018/0030] 2270/4800, lr:1.3e-05 ∣ avg_100 : 5.249893 ∣ l2loss : 5.122088 ∣ 
[  epoch 0018/0030] 2280/4800, lr:1.3e-05 ∣ avg_100 : 5.251598 ∣ l2loss : 5.365933 ∣ 
[  epoch 0018/0030] 2290/4800, lr:1.3e-05 ∣ avg_100 : 5.248586 ∣ l2loss : 5.028162 ∣ 
[  epoch 0018/0030] 2300/4800, lr:1.3e-05 ∣ avg_100 : 5.250682 ∣ l2loss : 5.521632 ∣ 
[  epoch 0018/0030] 2310/4800, lr:1.3e-05 ∣ avg_100 : 5.249757 ∣ l2loss : 5.144962 ∣ 
[  epoch 0018/0030] 2320/4800, lr:1.3e-05 ∣ avg_100 : 5.249213 ∣ l2loss : 5.274374 ∣ 
[  epoch 0018/0030] 2330/4800, lr:1.3e-05 ∣ avg_100 : 5.248679 ∣ l2loss : 5.121280 ∣ 
[  epoch 0018/0030] 2340/4800, lr:1.3e-05 ∣ avg_100 : 5.252331 ∣ l2loss : 5.695259 ∣ 
[  epoch 0018/0030] 2350/4800, lr:1.3e-05 ∣ avg_100 : 5.253223 ∣ l2loss : 5.356114 ∣ 
[  epoch 0018/0030] 2360/4800, lr:1.3e-05 ∣ avg_100 : 5.251585 ∣ l2loss : 5.107676 ∣ 
[  epoch 0018/0030] 2370/4800, lr:1.3e-05 ∣ avg_100 : 5.250369 ∣ l2loss : 5.299964 ∣ 
[  epoch 0018/0030] 2380/4800, lr:1.3e-05 ∣ avg_100 : 5.249685 ∣ l2loss : 5.113389 ∣ 
[  epoch 0018/0030] 2390/4800, lr:1.3e-05 ∣ avg_100 : 5.247201 ∣ l2loss : 5.016694 ∣ 
[  epoch 0018/0030] 2400/4800, lr:1.3e-05 ∣ avg_100 : 5.246736 ∣ l2loss : 5.192250 ∣ 
[  epoch 0018/0030] 2410/4800, lr:1.3e-05 ∣ avg_100 : 5.250217 ∣ l2loss : 5.402863 ∣ 
[  epoch 0018/0030] 2420/4800, lr:1.3e-05 ∣ avg_100 : 5.254773 ∣ l2loss : 5.344721 ∣ 
[  epoch 0018/0030] 2430/4800, lr:1.3e-05 ∣ avg_100 : 5.253432 ∣ l2loss : 5.148956 ∣ 
[  epoch 0018/0030] 2440/4800, lr:1.3e-05 ∣ avg_100 : 5.254159 ∣ l2loss : 5.332472 ∣ 
[  epoch 0018/0030] 2450/4800, lr:1.3e-05 ∣ avg_100 : 5.253683 ∣ l2loss : 5.033812 ∣ 
[  epoch 0018/0030] 2460/4800, lr:1.3e-05 ∣ avg_100 : 5.250632 ∣ l2loss : 5.144580 ∣ 
[  epoch 0018/0030] 2470/4800, lr:1.3e-05 ∣ avg_100 : 5.250786 ∣ l2loss : 5.173122 ∣ 
[  epoch 0018/0030] 2480/4800, lr:1.3e-05 ∣ avg_100 : 5.251445 ∣ l2loss : 5.303616 ∣ 
[  epoch 0018/0030] 2490/4800, lr:1.3e-05 ∣ avg_100 : 5.245773 ∣ l2loss : 4.914403 ∣ 
[  epoch 0018/0030] 2500/4800, lr:1.3e-05 ∣ avg_100 : 5.244545 ∣ l2loss : 5.161667 ∣ 
[  epoch 0018/0030] 2510/4800, lr:1.3e-05 ∣ avg_100 : 5.245827 ∣ l2loss : 5.262308 ∣ 
[  epoch 0018/0030] 2520/4800, lr:1.3e-05 ∣ avg_100 : 5.243950 ∣ l2loss : 5.108971 ∣ 
[  epoch 0018/0030] 2530/4800, lr:1.3e-05 ∣ avg_100 : 5.243417 ∣ l2loss : 5.320060 ∣ 
[  epoch 0018/0030] 2540/4800, lr:1.3e-05 ∣ avg_100 : 5.247417 ∣ l2loss : 5.487082 ∣ 
[  epoch 0018/0030] 2550/4800, lr:1.3e-05 ∣ avg_100 : 5.247430 ∣ l2loss : 5.306920 ∣ 
[  epoch 0018/0030] 2560/4800, lr:1.3e-05 ∣ avg_100 : 5.246456 ∣ l2loss : 5.259232 ∣ 
[  epoch 0018/0030] 2570/4800, lr:1.3e-05 ∣ avg_100 : 5.246419 ∣ l2loss : 5.168995 ∣ 
[  epoch 0018/0030] 2580/4800, lr:1.3e-05 ∣ avg_100 : 5.245608 ∣ l2loss : 5.213754 ∣ 
[  epoch 0018/0030] 2590/4800, lr:1.3e-05 ∣ avg_100 : 5.244414 ∣ l2loss : 5.111727 ∣ 
[  epoch 0018/0030] 2600/4800, lr:1.3e-05 ∣ avg_100 : 5.248063 ∣ l2loss : 5.382963 ∣ 
[  epoch 0018/0030] 2610/4800, lr:1.3e-05 ∣ avg_100 : 5.244907 ∣ l2loss : 5.104889 ∣ 
[  epoch 0018/0030] 2620/4800, lr:1.3e-05 ∣ avg_100 : 5.248574 ∣ l2loss : 5.468918 ∣ 
[  epoch 0018/0030] 2630/4800, lr:1.3e-05 ∣ avg_100 : 5.245252 ∣ l2loss : 5.092241 ∣ 
[  epoch 0018/0030] 2640/4800, lr:1.3e-05 ∣ avg_100 : 5.248758 ∣ l2loss : 5.229707 ∣ 
[  epoch 0018/0030] 2650/4800, lr:1.3e-05 ∣ avg_100 : 5.246960 ∣ l2loss : 5.211363 ∣ 
[  epoch 0018/0030] 2660/4800, lr:1.3e-05 ∣ avg_100 : 5.248613 ∣ l2loss : 5.260795 ∣ 
[  epoch 0018/0030] 2670/4800, lr:1.3e-05 ∣ avg_100 : 5.251051 ∣ l2loss : 5.317318 ∣ 
[  epoch 0018/0030] 2680/4800, lr:1.3e-05 ∣ avg_100 : 5.249021 ∣ l2loss : 5.091346 ∣ 
[  epoch 0018/0030] 2690/4800, lr:1.3e-05 ∣ avg_100 : 5.249247 ∣ l2loss : 5.311294 ∣ 
[  epoch 0018/0030] 2700/4800, lr:1.3e-05 ∣ avg_100 : 5.247025 ∣ l2loss : 5.124695 ∣ 
[  epoch 0018/0030] 2710/4800, lr:1.3e-05 ∣ avg_100 : 5.250703 ∣ l2loss : 5.483120 ∣ 
[  epoch 0018/0030] 2720/4800, lr:1.3e-05 ∣ avg_100 : 5.253433 ∣ l2loss : 5.408042 ∣ 
[  epoch 0018/0030] 2730/4800, lr:1.3e-05 ∣ avg_100 : 5.258164 ∣ l2loss : 5.434781 ∣ 
[  epoch 0018/0030] 2740/4800, lr:1.3e-05 ∣ avg_100 : 5.260537 ∣ l2loss : 5.290101 ∣ 
[  epoch 0018/0030] 2750/4800, lr:1.3e-05 ∣ avg_100 : 5.260707 ∣ l2loss : 5.172567 ∣ 
[  epoch 0018/0030] 2760/4800, lr:1.3e-05 ∣ avg_100 : 5.261063 ∣ l2loss : 5.091229 ∣ 
[  epoch 0018/0030] 2770/4800, lr:1.3e-05 ∣ avg_100 : 5.260598 ∣ l2loss : 5.149360 ∣ 
[  epoch 0018/0030] 2780/4800, lr:1.3e-05 ∣ avg_100 : 5.258090 ∣ l2loss : 5.019401 ∣ 
[  epoch 0018/0030] 2790/4800, lr:1.3e-05 ∣ avg_100 : 5.258302 ∣ l2loss : 5.073054 ∣ 
[  epoch 0018/0030] 2800/4800, lr:1.3e-05 ∣ avg_100 : 5.258890 ∣ l2loss : 5.378361 ∣ 
[  epoch 0018/0030] 2810/4800, lr:1.3e-05 ∣ avg_100 : 5.258633 ∣ l2loss : 5.256509 ∣ 
[  epoch 0018/0030] 2820/4800, lr:1.3e-05 ∣ avg_100 : 5.259748 ∣ l2loss : 5.387744 ∣ 
[  epoch 0018/0030] 2830/4800, lr:1.3e-05 ∣ avg_100 : 5.259623 ∣ l2loss : 5.257640 ∣ 
[  epoch 0018/0030] 2840/4800, lr:1.3e-05 ∣ avg_100 : 5.259923 ∣ l2loss : 5.296822 ∣ 
[  epoch 0018/0030] 2850/4800, lr:1.3e-05 ∣ avg_100 : 5.260344 ∣ l2loss : 5.445052 ∣ 
[  epoch 0018/0030] 2860/4800, lr:1.3e-05 ∣ avg_100 : 5.260040 ∣ l2loss : 5.308902 ∣ 
[  epoch 0018/0030] 2870/4800, lr:1.3e-05 ∣ avg_100 : 5.261008 ∣ l2loss : 5.400307 ∣ 
[  epoch 0018/0030] 2880/4800, lr:1.3e-05 ∣ avg_100 : 5.264425 ∣ l2loss : 5.595542 ∣ 
[  epoch 0018/0030] 2890/4800, lr:1.3e-05 ∣ avg_100 : 5.267002 ∣ l2loss : 5.326998 ∣ 
[  epoch 0018/0030] 2900/4800, lr:1.3e-05 ∣ avg_100 : 5.261990 ∣ l2loss : 5.104516 ∣ 
[  epoch 0018/0030] 2910/4800, lr:1.3e-05 ∣ avg_100 : 5.260266 ∣ l2loss : 5.250444 ∣ 
[  epoch 0018/0030] 2920/4800, lr:1.3e-05 ∣ avg_100 : 5.260311 ∣ l2loss : 5.154869 ∣ 
[  epoch 0018/0030] 2930/4800, lr:1.3e-05 ∣ avg_100 : 5.260820 ∣ l2loss : 5.253808 ∣ 
[  epoch 0018/0030] 2940/4800, lr:1.3e-05 ∣ avg_100 : 5.260694 ∣ l2loss : 5.209223 ∣ 
[  epoch 0018/0030] 2950/4800, lr:1.3e-05 ∣ avg_100 : 5.259814 ∣ l2loss : 5.251794 ∣ 
[  epoch 0018/0030] 2960/4800, lr:1.3e-05 ∣ avg_100 : 5.261886 ∣ l2loss : 5.376501 ∣ 
[  epoch 0018/0030] 2970/4800, lr:1.3e-05 ∣ avg_100 : 5.259834 ∣ l2loss : 5.199082 ∣ 
[  epoch 0018/0030] 2980/4800, lr:1.3e-05 ∣ avg_100 : 5.258302 ∣ l2loss : 5.099361 ∣ 
[  epoch 0018/0030] 2990/4800, lr:1.3e-05 ∣ avg_100 : 5.259106 ∣ l2loss : 5.421971 ∣ 
[  epoch 0018/0030] 3000/4800, lr:1.3e-05 ∣ avg_100 : 5.255394 ∣ l2loss : 5.191680 ∣ 
[  epoch 0018/0030] 3010/4800, lr:1.3e-05 ∣ avg_100 : 5.255106 ∣ l2loss : 5.249437 ∣ 
[  epoch 0018/0030] 3020/4800, lr:1.3e-05 ∣ avg_100 : 5.249934 ∣ l2loss : 4.885603 ∣ 
[  epoch 0018/0030] 3030/4800, lr:1.3e-05 ∣ avg_100 : 5.248282 ∣ l2loss : 4.952680 ∣ 
[  epoch 0018/0030] 3040/4800, lr:1.3e-05 ∣ avg_100 : 5.248466 ∣ l2loss : 5.148832 ∣ 
[  epoch 0018/0030] 3050/4800, lr:1.3e-05 ∣ avg_100 : 5.247514 ∣ l2loss : 5.086599 ∣ 
[  epoch 0018/0030] 3060/4800, lr:1.3e-05 ∣ avg_100 : 5.249421 ∣ l2loss : 5.490917 ∣ 
[  epoch 0018/0030] 3070/4800, lr:1.3e-05 ∣ avg_100 : 5.248767 ∣ l2loss : 5.193297 ∣ 
[  epoch 0018/0030] 3080/4800, lr:1.3e-05 ∣ avg_100 : 5.248952 ∣ l2loss : 5.171383 ∣ 
[  epoch 0018/0030] 3090/4800, lr:1.3e-05 ∣ avg_100 : 5.250955 ∣ l2loss : 5.237742 ∣ 
[  epoch 0018/0030] 3100/4800, lr:1.3e-05 ∣ avg_100 : 5.253243 ∣ l2loss : 5.365790 ∣ 
[  epoch 0018/0030] 3110/4800, lr:1.3e-05 ∣ avg_100 : 5.250347 ∣ l2loss : 5.162221 ∣ 
[  epoch 0018/0030] 3120/4800, lr:1.3e-05 ∣ avg_100 : 5.248748 ∣ l2loss : 5.425284 ∣ 
[  epoch 0018/0030] 3130/4800, lr:1.3e-05 ∣ avg_100 : 5.247826 ∣ l2loss : 5.127953 ∣ 
[  epoch 0018/0030] 3140/4800, lr:1.3e-05 ∣ avg_100 : 5.248482 ∣ l2loss : 5.218086 ∣ 
[  epoch 0018/0030] 3150/4800, lr:1.3e-05 ∣ avg_100 : 5.250384 ∣ l2loss : 5.283903 ∣ 
[  epoch 0018/0030] 3160/4800, lr:1.3e-05 ∣ avg_100 : 5.248878 ∣ l2loss : 5.141959 ∣ 
[  epoch 0018/0030] 3170/4800, lr:1.3e-05 ∣ avg_100 : 5.248532 ∣ l2loss : 5.164633 ∣ 
[  epoch 0018/0030] 3180/4800, lr:1.3e-05 ∣ avg_100 : 5.247390 ∣ l2loss : 5.321952 ∣ 
[  epoch 0018/0030] 3190/4800, lr:1.3e-05 ∣ avg_100 : 5.248604 ∣ l2loss : 5.411091 ∣ 
[  epoch 0018/0030] 3200/4800, lr:1.3e-05 ∣ avg_100 : 5.244492 ∣ l2loss : 5.172374 ∣ 
[  epoch 0018/0030] 3210/4800, lr:1.3e-05 ∣ avg_100 : 5.241345 ∣ l2loss : 5.180482 ∣ 
[  epoch 0018/0030] 3220/4800, lr:1.3e-05 ∣ avg_100 : 5.239572 ∣ l2loss : 4.938410 ∣ 
[  epoch 0018/0030] 3230/4800, lr:1.3e-05 ∣ avg_100 : 5.237612 ∣ l2loss : 5.010231 ∣ 
[  epoch 0018/0030] 3240/4800, lr:1.3e-05 ∣ avg_100 : 5.237525 ∣ l2loss : 5.342042 ∣ 
[  epoch 0018/0030] 3250/4800, lr:1.3e-05 ∣ avg_100 : 5.235027 ∣ l2loss : 5.039787 ∣ 
[  epoch 0018/0030] 3260/4800, lr:1.3e-05 ∣ avg_100 : 5.235439 ∣ l2loss : 5.377852 ∣ 
[  epoch 0018/0030] 3270/4800, lr:1.3e-05 ∣ avg_100 : 5.234918 ∣ l2loss : 5.070001 ∣ 
[  epoch 0018/0030] 3280/4800, lr:1.3e-05 ∣ avg_100 : 5.235130 ∣ l2loss : 5.387125 ∣ 
[  epoch 0018/0030] 3290/4800, lr:1.3e-05 ∣ avg_100 : 5.238397 ∣ l2loss : 5.354835 ∣ 
[  epoch 0018/0030] 3300/4800, lr:1.3e-05 ∣ avg_100 : 5.234120 ∣ l2loss : 5.094013 ∣ 
[  epoch 0018/0030] 3310/4800, lr:1.3e-05 ∣ avg_100 : 5.234675 ∣ l2loss : 5.200412 ∣ 
[  epoch 0018/0030] 3320/4800, lr:1.3e-05 ∣ avg_100 : 5.235094 ∣ l2loss : 5.316265 ∣ 
[  epoch 0018/0030] 3330/4800, lr:1.3e-05 ∣ avg_100 : 5.233994 ∣ l2loss : 5.011242 ∣ 
[  epoch 0018/0030] 3340/4800, lr:1.3e-05 ∣ avg_100 : 5.229880 ∣ l2loss : 5.283953 ∣ 
[  epoch 0018/0030] 3350/4800, lr:1.3e-05 ∣ avg_100 : 5.226822 ∣ l2loss : 5.050220 ∣ 
[  epoch 0018/0030] 3360/4800, lr:1.3e-05 ∣ avg_100 : 5.227063 ∣ l2loss : 5.131870 ∣ 
[  epoch 0018/0030] 3370/4800, lr:1.3e-05 ∣ avg_100 : 5.226357 ∣ l2loss : 5.229270 ∣ 
[  epoch 0018/0030] 3380/4800, lr:1.3e-05 ∣ avg_100 : 5.227608 ∣ l2loss : 5.238507 ∣ 
[  epoch 0018/0030] 3390/4800, lr:1.3e-05 ∣ avg_100 : 5.228021 ∣ l2loss : 5.057987 ∣ 
[  epoch 0018/0030] 3400/4800, lr:1.3e-05 ∣ avg_100 : 5.227861 ∣ l2loss : 5.176325 ∣ 
[  epoch 0018/0030] 3410/4800, lr:1.3e-05 ∣ avg_100 : 5.225165 ∣ l2loss : 5.133187 ∣ 
[  epoch 0018/0030] 3420/4800, lr:1.3e-05 ∣ avg_100 : 5.226652 ∣ l2loss : 5.493475 ∣ 
[  epoch 0018/0030] 3430/4800, lr:1.3e-05 ∣ avg_100 : 5.228552 ∣ l2loss : 5.338920 ∣ 
[  epoch 0018/0030] 3440/4800, lr:1.3e-05 ∣ avg_100 : 5.227984 ∣ l2loss : 5.275675 ∣ 
[  epoch 0018/0030] 3450/4800, lr:1.3e-05 ∣ avg_100 : 5.228308 ∣ l2loss : 5.066268 ∣ 
[  epoch 0018/0030] 3460/4800, lr:1.3e-05 ∣ avg_100 : 5.228446 ∣ l2loss : 5.158373 ∣ 
[  epoch 0018/0030] 3470/4800, lr:1.3e-05 ∣ avg_100 : 5.226357 ∣ l2loss : 4.964169 ∣ 
[  epoch 0018/0030] 3480/4800, lr:1.3e-05 ∣ avg_100 : 5.223171 ∣ l2loss : 4.985020 ∣ 
[  epoch 0018/0030] 3490/4800, lr:1.3e-05 ∣ avg_100 : 5.225611 ∣ l2loss : 5.158439 ∣ 
[  epoch 0018/0030] 3500/4800, lr:1.3e-05 ∣ avg_100 : 5.226926 ∣ l2loss : 5.293106 ∣ 
[  epoch 0018/0030] 3510/4800, lr:1.3e-05 ∣ avg_100 : 5.226954 ∣ l2loss : 5.265138 ∣ 
[  epoch 0018/0030] 3520/4800, lr:1.3e-05 ∣ avg_100 : 5.230111 ∣ l2loss : 5.424677 ∣ 
[  epoch 0018/0030] 3530/4800, lr:1.3e-05 ∣ avg_100 : 5.229598 ∣ l2loss : 5.268799 ∣ 
[  epoch 0018/0030] 3540/4800, lr:1.3e-05 ∣ avg_100 : 5.225870 ∣ l2loss : 5.114216 ∣ 
[  epoch 0018/0030] 3550/4800, lr:1.3e-05 ∣ avg_100 : 5.225774 ∣ l2loss : 5.297364 ∣ 
[  epoch 0018/0030] 3560/4800, lr:1.3e-05 ∣ avg_100 : 5.227007 ∣ l2loss : 5.382557 ∣ 
[  epoch 0018/0030] 3570/4800, lr:1.3e-05 ∣ avg_100 : 5.228423 ∣ l2loss : 5.310540 ∣ 
[  epoch 0018/0030] 3580/4800, lr:1.3e-05 ∣ avg_100 : 5.226499 ∣ l2loss : 5.021404 ∣ 
[  epoch 0018/0030] 3590/4800, lr:1.3e-05 ∣ avg_100 : 5.227778 ∣ l2loss : 5.239646 ∣ 
[  epoch 0018/0030] 3600/4800, lr:1.3e-05 ∣ avg_100 : 5.223118 ∣ l2loss : 4.916925 ∣ 
[  epoch 0018/0030] 3610/4800, lr:1.3e-05 ∣ avg_100 : 5.222607 ∣ l2loss : 5.053738 ∣ 
[  epoch 0018/0030] 3620/4800, lr:1.3e-05 ∣ avg_100 : 5.220391 ∣ l2loss : 5.247396 ∣ 
[  epoch 0018/0030] 3630/4800, lr:1.3e-05 ∣ avg_100 : 5.220773 ∣ l2loss : 5.130391 ∣ 
[  epoch 0018/0030] 3640/4800, lr:1.3e-05 ∣ avg_100 : 5.217327 ∣ l2loss : 4.885095 ∣ 
[  epoch 0018/0030] 3650/4800, lr:1.3e-05 ∣ avg_100 : 5.217811 ∣ l2loss : 5.259769 ∣ 
[  epoch 0018/0030] 3660/4800, lr:1.3e-05 ∣ avg_100 : 5.221085 ∣ l2loss : 5.588257 ∣ 
[  epoch 0018/0030] 3670/4800, lr:1.3e-05 ∣ avg_100 : 5.220904 ∣ l2loss : 5.299201 ∣ 
[  epoch 0018/0030] 3680/4800, lr:1.3e-05 ∣ avg_100 : 5.216222 ∣ l2loss : 4.623091 ∣ 
[  epoch 0018/0030] 3690/4800, lr:1.3e-05 ∣ avg_100 : 5.215547 ∣ l2loss : 5.243800 ∣ 
[  epoch 0018/0030] 3700/4800, lr:1.3e-05 ∣ avg_100 : 5.217686 ∣ l2loss : 5.338651 ∣ 
[  epoch 0018/0030] 3710/4800, lr:1.3e-05 ∣ avg_100 : 5.214898 ∣ l2loss : 5.204270 ∣ 
[  epoch 0018/0030] 3720/4800, lr:1.3e-05 ∣ avg_100 : 5.214755 ∣ l2loss : 5.393796 ∣ 
[  epoch 0018/0030] 3730/4800, lr:1.3e-05 ∣ avg_100 : 5.212059 ∣ l2loss : 5.165113 ∣ 
[  epoch 0018/0030] 3740/4800, lr:1.3e-05 ∣ avg_100 : 5.211332 ∣ l2loss : 5.217466 ∣ 
[  epoch 0018/0030] 3750/4800, lr:1.3e-05 ∣ avg_100 : 5.214564 ∣ l2loss : 5.495700 ∣ 
[  epoch 0018/0030] 3760/4800, lr:1.3e-05 ∣ avg_100 : 5.215747 ∣ l2loss : 5.209586 ∣ 
[  epoch 0018/0030] 3770/4800, lr:1.3e-05 ∣ avg_100 : 5.214601 ∣ l2loss : 5.034716 ∣ 
[  epoch 0018/0030] 3780/4800, lr:1.3e-05 ∣ avg_100 : 5.217353 ∣ l2loss : 5.294671 ∣ 
[  epoch 0018/0030] 3790/4800, lr:1.3e-05 ∣ avg_100 : 5.219187 ∣ l2loss : 5.256432 ∣ 
[  epoch 0018/0030] 3800/4800, lr:1.3e-05 ∣ avg_100 : 5.217860 ∣ l2loss : 5.245649 ∣ 
[  epoch 0018/0030] 3810/4800, lr:1.3e-05 ∣ avg_100 : 5.217133 ∣ l2loss : 5.183832 ∣ 
[  epoch 0018/0030] 3820/4800, lr:1.3e-05 ∣ avg_100 : 5.216438 ∣ l2loss : 5.318211 ∣ 
[  epoch 0018/0030] 3830/4800, lr:1.3e-05 ∣ avg_100 : 5.214602 ∣ l2loss : 5.074038 ∣ 
[  epoch 0018/0030] 3840/4800, lr:1.3e-05 ∣ avg_100 : 5.212982 ∣ l2loss : 5.134814 ∣ 
[  epoch 0018/0030] 3850/4800, lr:1.3e-05 ∣ avg_100 : 5.210464 ∣ l2loss : 5.193266 ∣ 
[  epoch 0018/0030] 3860/4800, lr:1.3e-05 ∣ avg_100 : 5.211020 ∣ l2loss : 5.364502 ∣ 
[  epoch 0018/0030] 3870/4800, lr:1.3e-05 ∣ avg_100 : 5.209048 ∣ l2loss : 5.203079 ∣ 
[  epoch 0018/0030] 3880/4800, lr:1.3e-05 ∣ avg_100 : 5.204477 ∣ l2loss : 5.138467 ∣ 
[  epoch 0018/0030] 3890/4800, lr:1.3e-05 ∣ avg_100 : 5.203869 ∣ l2loss : 5.266196 ∣ 
[  epoch 0018/0030] 3900/4800, lr:1.3e-05 ∣ avg_100 : 5.205525 ∣ l2loss : 5.270123 ∣ 
[  epoch 0018/0030] 3910/4800, lr:1.3e-05 ∣ avg_100 : 5.207038 ∣ l2loss : 5.401717 ∣ 
[  epoch 0018/0030] 3920/4800, lr:1.3e-05 ∣ avg_100 : 5.207239 ∣ l2loss : 5.175031 ∣ 
[  epoch 0018/0030] 3930/4800, lr:1.3e-05 ∣ avg_100 : 5.205890 ∣ l2loss : 5.118839 ∣ 
[  epoch 0018/0030] 3940/4800, lr:1.3e-05 ∣ avg_100 : 5.207141 ∣ l2loss : 5.334389 ∣ 
[  epoch 0018/0030] 3950/4800, lr:1.3e-05 ∣ avg_100 : 5.206338 ∣ l2loss : 5.171446 ∣ 
[  epoch 0018/0030] 3960/4800, lr:1.3e-05 ∣ avg_100 : 5.204343 ∣ l2loss : 5.177050 ∣ 
[  epoch 0018/0030] 3970/4800, lr:1.3e-05 ∣ avg_100 : 5.203717 ∣ l2loss : 5.136458 ∣ 
[  epoch 0018/0030] 3980/4800, lr:1.3e-05 ∣ avg_100 : 5.204400 ∣ l2loss : 5.167662 ∣ 
[  epoch 0018/0030] 3990/4800, lr:1.3e-05 ∣ avg_100 : 5.203961 ∣ l2loss : 5.378016 ∣ 
[  epoch 0018/0030] 4000/4800, lr:1.3e-05 ∣ avg_100 : 5.206253 ∣ l2loss : 5.420876 ∣ 
[  epoch 0018/0030] 4010/4800, lr:1.3e-05 ∣ avg_100 : 5.208273 ∣ l2loss : 5.451461 ∣ 
[  epoch 0018/0030] 4020/4800, lr:1.3e-05 ∣ avg_100 : 5.213090 ∣ l2loss : 5.367364 ∣ 
[  epoch 0018/0030] 4030/4800, lr:1.3e-05 ∣ avg_100 : 5.216920 ∣ l2loss : 5.335643 ∣ 
[  epoch 0018/0030] 4040/4800, lr:1.3e-05 ∣ avg_100 : 5.216857 ∣ l2loss : 5.142497 ∣ 
[  epoch 0018/0030] 4050/4800, lr:1.3e-05 ∣ avg_100 : 5.218473 ∣ l2loss : 5.248238 ∣ 
[  epoch 0018/0030] 4060/4800, lr:1.3e-05 ∣ avg_100 : 5.216440 ∣ l2loss : 5.287563 ∣ 
[  epoch 0018/0030] 4070/4800, lr:1.3e-05 ∣ avg_100 : 5.216089 ∣ l2loss : 5.158224 ∣ 
[  epoch 0018/0030] 4080/4800, lr:1.3e-05 ∣ avg_100 : 5.218574 ∣ l2loss : 5.419861 ∣ 
[  epoch 0018/0030] 4090/4800, lr:1.3e-05 ∣ avg_100 : 5.217825 ∣ l2loss : 5.162902 ∣ 
[  epoch 0018/0030] 4100/4800, lr:1.3e-05 ∣ avg_100 : 5.217070 ∣ l2loss : 5.290273 ∣ 
[  epoch 0018/0030] 4110/4800, lr:1.3e-05 ∣ avg_100 : 5.218151 ∣ l2loss : 5.270361 ∣ 
[  epoch 0018/0030] 4120/4800, lr:1.3e-05 ∣ avg_100 : 5.216013 ∣ l2loss : 5.211425 ∣ 
[  epoch 0018/0030] 4130/4800, lr:1.3e-05 ∣ avg_100 : 5.218024 ∣ l2loss : 5.329097 ∣ 
[  epoch 0018/0030] 4140/4800, lr:1.3e-05 ∣ avg_100 : 5.214667 ∣ l2loss : 4.882326 ∣ 
[  epoch 0018/0030] 4150/4800, lr:1.3e-05 ∣ avg_100 : 5.212042 ∣ l2loss : 5.021467 ∣ 
[  epoch 0018/0030] 4160/4800, lr:1.3e-05 ∣ avg_100 : 5.213969 ∣ l2loss : 5.334599 ∣ 
[  epoch 0018/0030] 4170/4800, lr:1.3e-05 ∣ avg_100 : 5.213960 ∣ l2loss : 5.163754 ∣ 
[  epoch 0018/0030] 4180/4800, lr:1.3e-05 ∣ avg_100 : 5.213340 ∣ l2loss : 5.259999 ∣ 
[  epoch 0018/0030] 4190/4800, lr:1.3e-05 ∣ avg_100 : 5.211837 ∣ l2loss : 5.260703 ∣ 
[  epoch 0018/0030] 4200/4800, lr:1.3e-05 ∣ avg_100 : 5.212892 ∣ l2loss : 5.277946 ∣ 
[  epoch 0018/0030] 4210/4800, lr:1.3e-05 ∣ avg_100 : 5.214955 ∣ l2loss : 5.386746 ∣ 
[  epoch 0018/0030] 4220/4800, lr:1.3e-05 ∣ avg_100 : 5.218002 ∣ l2loss : 5.243109 ∣ 
[  epoch 0018/0030] 4230/4800, lr:1.3e-05 ∣ avg_100 : 5.221720 ∣ l2loss : 5.382052 ∣ 
[  epoch 0018/0030] 4240/4800, lr:1.3e-05 ∣ avg_100 : 5.221606 ∣ l2loss : 5.330641 ∣ 
[  epoch 0018/0030] 4250/4800, lr:1.3e-05 ∣ avg_100 : 5.224596 ∣ l2loss : 5.338827 ∣ 
[  epoch 0018/0030] 4260/4800, lr:1.3e-05 ∣ avg_100 : 5.221101 ∣ l2loss : 5.028354 ∣ 
[  epoch 0018/0030] 4270/4800, lr:1.3e-05 ∣ avg_100 : 5.220986 ∣ l2loss : 5.058457 ∣ 
[  epoch 0018/0030] 4280/4800, lr:1.3e-05 ∣ avg_100 : 5.220582 ∣ l2loss : 5.346765 ∣ 
[  epoch 0018/0030] 4290/4800, lr:1.3e-05 ∣ avg_100 : 5.219284 ∣ l2loss : 5.225020 ∣ 
[  epoch 0018/0030] 4300/4800, lr:1.3e-05 ∣ avg_100 : 5.221567 ∣ l2loss : 5.322267 ∣ 
[  epoch 0018/0030] 4310/4800, lr:1.3e-05 ∣ avg_100 : 5.223479 ∣ l2loss : 5.391668 ∣ 
[  epoch 0018/0030] 4320/4800, lr:1.3e-05 ∣ avg_100 : 5.224313 ∣ l2loss : 5.399604 ∣ 
[  epoch 0018/0030] 4330/4800, lr:1.3e-05 ∣ avg_100 : 5.225193 ∣ l2loss : 5.099311 ∣ 
[  epoch 0018/0030] 4340/4800, lr:1.3e-05 ∣ avg_100 : 5.225716 ∣ l2loss : 5.336215 ∣ 
[  epoch 0018/0030] 4350/4800, lr:1.3e-05 ∣ avg_100 : 5.227941 ∣ l2loss : 5.272660 ∣ 
[  epoch 0018/0030] 4360/4800, lr:1.3e-05 ∣ avg_100 : 5.232268 ∣ l2loss : 5.564577 ∣ 
[  epoch 0018/0030] 4370/4800, lr:1.3e-05 ∣ avg_100 : 5.229977 ∣ l2loss : 5.000224 ∣ 
[  epoch 0018/0030] 4380/4800, lr:1.3e-05 ∣ avg_100 : 5.232452 ∣ l2loss : 5.485955 ∣ 
[  epoch 0018/0030] 4390/4800, lr:1.3e-05 ∣ avg_100 : 5.234097 ∣ l2loss : 5.222488 ∣ 
[  epoch 0018/0030] 4400/4800, lr:1.3e-05 ∣ avg_100 : 5.234423 ∣ l2loss : 5.208972 ∣ 
[  epoch 0018/0030] 4410/4800, lr:1.3e-05 ∣ avg_100 : 5.235986 ∣ l2loss : 5.289477 ∣ 
[  epoch 0018/0030] 4420/4800, lr:1.3e-05 ∣ avg_100 : 5.232380 ∣ l2loss : 5.132842 ∣ 
[  epoch 0018/0030] 4430/4800, lr:1.3e-05 ∣ avg_100 : 5.230243 ∣ l2loss : 5.125211 ∣ 
[  epoch 0018/0030] 4440/4800, lr:1.3e-05 ∣ avg_100 : 5.229872 ∣ l2loss : 5.238647 ∣ 
[  epoch 0018/0030] 4450/4800, lr:1.3e-05 ∣ avg_100 : 5.231124 ∣ l2loss : 5.191448 ∣ 
[  epoch 0018/0030] 4460/4800, lr:1.3e-05 ∣ avg_100 : 5.232889 ∣ l2loss : 5.334855 ∣ 
[  epoch 0018/0030] 4470/4800, lr:1.3e-05 ∣ avg_100 : 5.232852 ∣ l2loss : 4.960488 ∣ 
[  epoch 0018/0030] 4480/4800, lr:1.3e-05 ∣ avg_100 : 5.232950 ∣ l2loss : 4.994844 ∣ 
[  epoch 0018/0030] 4490/4800, lr:1.3e-05 ∣ avg_100 : 5.235969 ∣ l2loss : 5.460309 ∣ 
[  epoch 0018/0030] 4500/4800, lr:1.3e-05 ∣ avg_100 : 5.234678 ∣ l2loss : 5.164009 ∣ 
[  epoch 0018/0030] 4510/4800, lr:1.3e-05 ∣ avg_100 : 5.232476 ∣ l2loss : 5.044955 ∣ 
[  epoch 0018/0030] 4520/4800, lr:1.3e-05 ∣ avg_100 : 5.228503 ∣ l2loss : 5.027370 ∣ 
[  epoch 0018/0030] 4530/4800, lr:1.3e-05 ∣ avg_100 : 5.227618 ∣ l2loss : 5.180323 ∣ 
[  epoch 0018/0030] 4540/4800, lr:1.3e-05 ∣ avg_100 : 5.225591 ∣ l2loss : 4.911458 ∣ 
[  epoch 0018/0030] 4550/4800, lr:1.3e-05 ∣ avg_100 : 5.223928 ∣ l2loss : 5.131089 ∣ 
[  epoch 0018/0030] 4560/4800, lr:1.3e-05 ∣ avg_100 : 5.223803 ∣ l2loss : 5.370004 ∣ 
[  epoch 0018/0030] 4570/4800, lr:1.3e-05 ∣ avg_100 : 5.223272 ∣ l2loss : 5.257434 ∣ 
[  epoch 0018/0030] 4580/4800, lr:1.3e-05 ∣ avg_100 : 5.220802 ∣ l2loss : 4.774473 ∣ 
[  epoch 0018/0030] 4590/4800, lr:1.3e-05 ∣ avg_100 : 5.219165 ∣ l2loss : 5.075911 ∣ 
[  epoch 0018/0030] 4600/4800, lr:1.3e-05 ∣ avg_100 : 5.223582 ∣ l2loss : 5.358619 ∣ 
[  epoch 0018/0030] 4610/4800, lr:1.3e-05 ∣ avg_100 : 5.226930 ∣ l2loss : 5.388520 ∣ 
[  epoch 0018/0030] 4620/4800, lr:1.3e-05 ∣ avg_100 : 5.225353 ∣ l2loss : 5.089764 ∣ 
[  epoch 0018/0030] 4630/4800, lr:1.3e-05 ∣ avg_100 : 5.227116 ∣ l2loss : 5.306679 ∣ 
[  epoch 0018/0030] 4640/4800, lr:1.3e-05 ∣ avg_100 : 5.229801 ∣ l2loss : 5.153550 ∣ 
[  epoch 0018/0030] 4650/4800, lr:1.3e-05 ∣ avg_100 : 5.229716 ∣ l2loss : 5.251283 ∣ 
[  epoch 0018/0030] 4660/4800, lr:1.3e-05 ∣ avg_100 : 5.226539 ∣ l2loss : 5.270606 ∣ 
[  epoch 0018/0030] 4670/4800, lr:1.3e-05 ∣ avg_100 : 5.226463 ∣ l2loss : 5.291550 ∣ 
[  epoch 0018/0030] 4680/4800, lr:1.3e-05 ∣ avg_100 : 5.232339 ∣ l2loss : 5.210714 ∣ 
[  epoch 0018/0030] 4690/4800, lr:1.3e-05 ∣ avg_100 : 5.233117 ∣ l2loss : 5.321598 ∣ 
[  epoch 0018/0030] 4700/4800, lr:1.3e-05 ∣ avg_100 : 5.232812 ∣ l2loss : 5.308185 ∣ 
[  epoch 0018/0030] 4710/4800, lr:1.3e-05 ∣ avg_100 : 5.233236 ∣ l2loss : 5.246673 ∣ 
[  epoch 0018/0030] 4720/4800, lr:1.3e-05 ∣ avg_100 : 5.228840 ∣ l2loss : 4.954176 ∣ 
[  epoch 0018/0030] 4730/4800, lr:1.3e-05 ∣ avg_100 : 5.229887 ∣ l2loss : 5.269760 ∣ 
[  epoch 0018/0030] 4740/4800, lr:1.3e-05 ∣ avg_100 : 5.230011 ∣ l2loss : 5.229903 ∣ 
[  epoch 0018/0030] 4750/4800, lr:1.3e-05 ∣ avg_100 : 5.228818 ∣ l2loss : 5.376425 ∣ 
[  epoch 0018/0030] 4760/4800, lr:1.3e-05 ∣ avg_100 : 5.228719 ∣ l2loss : 5.199661 ∣ 
[  epoch 0018/0030] 4770/4800, lr:1.3e-05 ∣ avg_100 : 5.230443 ∣ l2loss : 5.207089 ∣ 
[  epoch 0018/0030] 4780/4800, lr:1.3e-05 ∣ avg_100 : 5.229811 ∣ l2loss : 5.231452 ∣ 
[  epoch 0018/0030] 4790/4800, lr:1.3e-05 ∣ avg_100 : 5.229670 ∣ l2loss : 5.242403 ∣ 
[  epoch 0018/0030] 4800/4800, lr:1.3e-05 ∣ avg_100 : 5.227422 ∣ l2loss : 5.020829 ∣ 
[    val 018    ] Done! PSNR : 36.28 dB, SSIM : 0.922total: 23:20:32                    
[  epoch 0019/0030] 0010/4800, lr:1.3e-05 ∣ avg_100 : 5.227807 ∣ l2loss : 5.222305 ∣ 
[  epoch 0019/0030] 0020/4800, lr:1.3e-05 ∣ avg_100 : 5.227920 ∣ l2loss : 5.329550 ∣ 
[  epoch 0019/0030] 0030/4800, lr:1.3e-05 ∣ avg_100 : 5.231767 ∣ l2loss : 5.458680 ∣ 
[  epoch 0019/0030] 0040/4800, lr:1.3e-05 ∣ avg_100 : 5.234090 ∣ l2loss : 5.367175 ∣ 
[  epoch 0019/0030] 0050/4800, lr:1.3e-05 ∣ avg_100 : 5.235846 ∣ l2loss : 5.368868 ∣ 
[  epoch 0019/0030] 0060/4800, lr:1.3e-05 ∣ avg_100 : 5.233662 ∣ l2loss : 5.146086 ∣ 
[  epoch 0019/0030] 0070/4800, lr:1.3e-05 ∣ avg_100 : 5.236698 ∣ l2loss : 5.506674 ∣ 
[  epoch 0019/0030] 0080/4800, lr:1.3e-05 ∣ avg_100 : 5.238190 ∣ l2loss : 5.287685 ∣ 
[  epoch 0019/0030] 0090/4800, lr:1.3e-05 ∣ avg_100 : 5.237713 ∣ l2loss : 5.218501 ∣ 
[  epoch 0019/0030] 0100/4800, lr:1.3e-05 ∣ avg_100 : 5.239518 ∣ l2loss : 5.450551 ∣ 
[  epoch 0019/0030] 0110/4800, lr:1.3e-05 ∣ avg_100 : 5.237645 ∣ l2loss : 5.214500 ∣ 
[  epoch 0019/0030] 0120/4800, lr:1.3e-05 ∣ avg_100 : 5.239450 ∣ l2loss : 5.355517 ∣ 
[  epoch 0019/0030] 0130/4800, lr:1.3e-05 ∣ avg_100 : 5.242740 ∣ l2loss : 5.447849 ∣ 
[  epoch 0019/0030] 0140/4800, lr:1.3e-05 ∣ avg_100 : 5.239995 ∣ l2loss : 5.059897 ∣ 
[  epoch 0019/0030] 0150/4800, lr:1.3e-05 ∣ avg_100 : 5.241397 ∣ l2loss : 5.311640 ∣ 
[  epoch 0019/0030] 0160/4800, lr:1.3e-05 ∣ avg_100 : 5.241716 ∣ l2loss : 5.208872 ∣ 
[  epoch 0019/0030] 0170/4800, lr:1.3e-05 ∣ avg_100 : 5.240614 ∣ l2loss : 5.026290 ∣ 
[  epoch 0019/0030] 0180/4800, lr:1.3e-05 ∣ avg_100 : 5.241227 ∣ l2loss : 5.228986 ∣ 
[  epoch 0019/0030] 0190/4800, lr:1.3e-05 ∣ avg_100 : 5.238525 ∣ l2loss : 5.107763 ∣ 
[  epoch 0019/0030] 0200/4800, lr:1.3e-05 ∣ avg_100 : 5.235634 ∣ l2loss : 5.131830 ∣ 
[  epoch 0019/0030] 0210/4800, lr:1.3e-05 ∣ avg_100 : 5.233419 ∣ l2loss : 5.229945 ∣ 
[  epoch 0019/0030] 0220/4800, lr:1.3e-05 ∣ avg_100 : 5.232603 ∣ l2loss : 5.285770 ∣ 
[  epoch 0019/0030] 0230/4800, lr:1.3e-05 ∣ avg_100 : 5.231842 ∣ l2loss : 5.259505 ∣ 
[  epoch 0019/0030] 0240/4800, lr:1.3e-05 ∣ avg_100 : 5.232251 ∣ l2loss : 5.183434 ∣ 
[  epoch 0019/0030] 0250/4800, lr:1.3e-05 ∣ avg_100 : 5.233117 ∣ l2loss : 5.334876 ∣ 
[  epoch 0019/0030] 0260/4800, lr:1.3e-05 ∣ avg_100 : 5.232327 ∣ l2loss : 5.208522 ∣ 
[  epoch 0019/0030] 0270/4800, lr:1.3e-05 ∣ avg_100 : 5.234411 ∣ l2loss : 5.366635 ∣ 
[  epoch 0019/0030] 0280/4800, lr:1.3e-05 ∣ avg_100 : 5.229975 ∣ l2loss : 4.976201 ∣ 
[  epoch 0019/0030] 0290/4800, lr:1.3e-05 ∣ avg_100 : 5.229012 ∣ l2loss : 5.066650 ∣ 
[  epoch 0019/0030] 0300/4800, lr:1.3e-05 ∣ avg_100 : 5.227575 ∣ l2loss : 5.146543 ∣ 
[  epoch 0019/0030] 0310/4800, lr:1.3e-05 ∣ avg_100 : 5.227484 ∣ l2loss : 5.261273 ∣ 
[  epoch 0019/0030] 0320/4800, lr:1.3e-05 ∣ avg_100 : 5.228289 ∣ l2loss : 5.291985 ∣ 
[  epoch 0019/0030] 0330/4800, lr:1.3e-05 ∣ avg_100 : 5.226033 ∣ l2loss : 5.103417 ∣ 
[  epoch 0019/0030] 0340/4800, lr:1.3e-05 ∣ avg_100 : 5.228714 ∣ l2loss : 5.150471 ∣ 
[  epoch 0019/0030] 0350/4800, lr:1.3e-05 ∣ avg_100 : 5.229169 ∣ l2loss : 5.066908 ∣ 
[  epoch 0019/0030] 0360/4800, lr:1.3e-05 ∣ avg_100 : 5.228071 ∣ l2loss : 5.224832 ∣ 
[  epoch 0019/0030] 0370/4800, lr:1.3e-05 ∣ avg_100 : 5.229072 ∣ l2loss : 5.263830 ∣ 
[  epoch 0019/0030] 0380/4800, lr:1.3e-05 ∣ avg_100 : 5.231924 ∣ l2loss : 5.545218 ∣ 
[  epoch 0019/0030] 0390/4800, lr:1.3e-05 ∣ avg_100 : 5.230452 ∣ l2loss : 5.113479 ∣ 
[  epoch 0019/0030] 0400/4800, lr:1.3e-05 ∣ avg_100 : 5.233587 ∣ l2loss : 5.591507 ∣ 
[  epoch 0019/0030] 0410/4800, lr:1.3e-05 ∣ avg_100 : 5.233561 ∣ l2loss : 5.384169 ∣ 
[  epoch 0019/0030] 0420/4800, lr:1.3e-05 ∣ avg_100 : 5.233635 ∣ l2loss : 5.250445 ∣ 
[  epoch 0019/0030] 0430/4800, lr:1.3e-05 ∣ avg_100 : 5.233671 ∣ l2loss : 5.385716 ∣ 
[  epoch 0019/0030] 0440/4800, lr:1.3e-05 ∣ avg_100 : 5.232127 ∣ l2loss : 5.176197 ∣ 
[  epoch 0019/0030] 0450/4800, lr:1.3e-05 ∣ avg_100 : 5.232924 ∣ l2loss : 5.418493 ∣ 
[  epoch 0019/0030] 0460/4800, lr:1.3e-05 ∣ avg_100 : 5.233091 ∣ l2loss : 5.045087 ∣ 
[  epoch 0019/0030] 0470/4800, lr:1.3e-05 ∣ avg_100 : 5.234133 ∣ l2loss : 5.162671 ∣ 
[  epoch 0019/0030] 0480/4800, lr:1.3e-05 ∣ avg_100 : 5.232860 ∣ l2loss : 5.219443 ∣ 
[  epoch 0019/0030] 0490/4800, lr:1.3e-05 ∣ avg_100 : 5.233799 ∣ l2loss : 5.318955 ∣ 
[  epoch 0019/0030] 0500/4800, lr:1.3e-05 ∣ avg_100 : 5.231281 ∣ l2loss : 5.070494 ∣ 
[  epoch 0019/0030] 0510/4800, lr:1.3e-05 ∣ avg_100 : 5.231886 ∣ l2loss : 5.452109 ∣ 
[  epoch 0019/0030] 0520/4800, lr:1.3e-05 ∣ avg_100 : 5.228728 ∣ l2loss : 5.083815 ∣ 
[  epoch 0019/0030] 0530/4800, lr:1.3e-05 ∣ avg_100 : 5.228572 ∣ l2loss : 5.083678 ∣ 
[  epoch 0019/0030] 0540/4800, lr:1.3e-05 ∣ avg_100 : 5.229382 ∣ l2loss : 5.417237 ∣ 
[  epoch 0019/0030] 0550/4800, lr:1.3e-05 ∣ avg_100 : 5.229496 ∣ l2loss : 5.284042 ∣ 
[  epoch 0019/0030] 0560/4800, lr:1.3e-05 ∣ avg_100 : 5.224050 ∣ l2loss : 5.020004 ∣ 
[  epoch 0019/0030] 0570/4800, lr:1.3e-05 ∣ avg_100 : 5.227648 ∣ l2loss : 5.360001 ∣ 
[  epoch 0019/0030] 0580/4800, lr:1.3e-05 ∣ avg_100 : 5.225897 ∣ l2loss : 5.310899 ∣ 
[  epoch 0019/0030] 0590/4800, lr:1.3e-05 ∣ avg_100 : 5.224450 ∣ l2loss : 5.077764 ∣ 
[  epoch 0019/0030] 0600/4800, lr:1.3e-05 ∣ avg_100 : 5.223964 ∣ l2loss : 5.160403 ∣ 
[  epoch 0019/0030] 0610/4800, lr:1.3e-05 ∣ avg_100 : 5.224599 ∣ l2loss : 5.352936 ∣ 
[  epoch 0019/0030] 0620/4800, lr:1.3e-05 ∣ avg_100 : 5.226280 ∣ l2loss : 5.300932 ∣ 
[  epoch 0019/0030] 0630/4800, lr:1.3e-05 ∣ avg_100 : 5.228226 ∣ l2loss : 5.319787 ∣ 
[  epoch 0019/0030] 0640/4800, lr:1.3e-05 ∣ avg_100 : 5.226891 ∣ l2loss : 5.105144 ∣ 
[  epoch 0019/0030] 0650/4800, lr:1.3e-05 ∣ avg_100 : 5.226331 ∣ l2loss : 5.135534 ∣ 
[  epoch 0019/0030] 0660/4800, lr:1.3e-05 ∣ avg_100 : 5.224785 ∣ l2loss : 5.180220 ∣ 
[  epoch 0019/0030] 0670/4800, lr:1.3e-05 ∣ avg_100 : 5.227095 ∣ l2loss : 5.191446 ∣ 
[  epoch 0019/0030] 0680/4800, lr:1.3e-05 ∣ avg_100 : 5.227342 ∣ l2loss : 5.019537 ∣ 
[  epoch 0019/0030] 0690/4800, lr:1.3e-05 ∣ avg_100 : 5.227158 ∣ l2loss : 5.442004 ∣ 
[  epoch 0019/0030] 0700/4800, lr:1.3e-05 ∣ avg_100 : 5.228789 ∣ l2loss : 5.327063 ∣ 
[  epoch 0019/0030] 0710/4800, lr:1.3e-05 ∣ avg_100 : 5.230250 ∣ l2loss : 5.191079 ∣ 
[  epoch 0019/0030] 0720/4800, lr:1.3e-05 ∣ avg_100 : 5.232196 ∣ l2loss : 5.221894 ∣ 
[  epoch 0019/0030] 0730/4800, lr:1.3e-05 ∣ avg_100 : 5.231008 ∣ l2loss : 5.061557 ∣ 
[  epoch 0019/0030] 0740/4800, lr:1.3e-05 ∣ avg_100 : 5.236183 ∣ l2loss : 5.428945 ∣ 
[  epoch 0019/0030] 0750/4800, lr:1.3e-05 ∣ avg_100 : 5.239240 ∣ l2loss : 5.436784 ∣ 
[  epoch 0019/0030] 0760/4800, lr:1.3e-05 ∣ avg_100 : 5.237437 ∣ l2loss : 5.189701 ∣ 
[  epoch 0019/0030] 0770/4800, lr:1.3e-05 ∣ avg_100 : 5.239146 ∣ l2loss : 5.428341 ∣ 
[  epoch 0019/0030] 0780/4800, lr:1.3e-05 ∣ avg_100 : 5.243749 ∣ l2loss : 5.234817 ∣ 
[  epoch 0019/0030] 0790/4800, lr:1.3e-05 ∣ avg_100 : 5.245296 ∣ l2loss : 5.230575 ∣ 
[  epoch 0019/0030] 0800/4800, lr:1.3e-05 ∣ avg_100 : 5.244361 ∣ l2loss : 5.265175 ∣ 
[  epoch 0019/0030] 0810/4800, lr:1.3e-05 ∣ avg_100 : 5.243369 ∣ l2loss : 5.289274 ∣ 
[  epoch 0019/0030] 0820/4800, lr:1.3e-05 ∣ avg_100 : 5.243797 ∣ l2loss : 5.132541 ∣ 
[  epoch 0019/0030] 0830/4800, lr:1.3e-05 ∣ avg_100 : 5.240287 ∣ l2loss : 4.955685 ∣ 
[  epoch 0019/0030] 0840/4800, lr:1.3e-05 ∣ avg_100 : 5.240986 ∣ l2loss : 5.223511 ∣ 
[  epoch 0019/0030] 0850/4800, lr:1.3e-05 ∣ avg_100 : 5.240548 ∣ l2loss : 5.207449 ∣ 
[  epoch 0019/0030] 0860/4800, lr:1.3e-05 ∣ avg_100 : 5.240496 ∣ l2loss : 5.265419 ∣ 
[  epoch 0019/0030] 0870/4800, lr:1.3e-05 ∣ avg_100 : 5.241089 ∣ l2loss : 5.350887 ∣ 
[  epoch 0019/0030] 0880/4800, lr:1.3e-05 ∣ avg_100 : 5.242419 ∣ l2loss : 5.343630 ∣ 
[  epoch 0019/0030] 0890/4800, lr:1.3e-05 ∣ avg_100 : 5.241576 ∣ l2loss : 5.237317 ∣ 
[  epoch 0019/0030] 0900/4800, lr:1.3e-05 ∣ avg_100 : 5.240255 ∣ l2loss : 5.176094 ∣ 
[  epoch 0019/0030] 0910/4800, lr:1.3e-05 ∣ avg_100 : 5.240576 ∣ l2loss : 5.278824 ∣ 
[  epoch 0019/0030] 0920/4800, lr:1.3e-05 ∣ avg_100 : 5.243428 ∣ l2loss : 5.239288 ∣ 
[  epoch 0019/0030] 0930/4800, lr:1.3e-05 ∣ avg_100 : 5.242166 ∣ l2loss : 5.143632 ∣ 
[  epoch 0019/0030] 0940/4800, lr:1.3e-05 ∣ avg_100 : 5.241328 ∣ l2loss : 5.146127 ∣ 
[  epoch 0019/0030] 0950/4800, lr:1.3e-05 ∣ avg_100 : 5.239814 ∣ l2loss : 5.225003 ∣ 
[  epoch 0019/0030] 0960/4800, lr:1.3e-05 ∣ avg_100 : 5.239578 ∣ l2loss : 5.176016 ∣ 
[  epoch 0019/0030] 0970/4800, lr:1.3e-05 ∣ avg_100 : 5.239358 ∣ l2loss : 5.185137 ∣ 
[  epoch 0019/0030] 0980/4800, lr:1.3e-05 ∣ avg_100 : 5.239032 ∣ l2loss : 5.198853 ∣ 
[  epoch 0019/0030] 0990/4800, lr:1.3e-05 ∣ avg_100 : 5.240076 ∣ l2loss : 5.346785 ∣ 
[  epoch 0019/0030] 1000/4800, lr:1.3e-05 ∣ avg_100 : 5.240885 ∣ l2loss : 5.101716 ∣ 
[  epoch 0019/0030] 1010/4800, lr:1.3e-05 ∣ avg_100 : 5.242641 ∣ l2loss : 5.397947 ∣ 
[  epoch 0019/0030] 1020/4800, lr:1.3e-05 ∣ avg_100 : 5.239135 ∣ l2loss : 4.978912 ∣ 
[  epoch 0019/0030] 1030/4800, lr:1.3e-05 ∣ avg_100 : 5.237068 ∣ l2loss : 5.251996 ∣ 
[  epoch 0019/0030] 1040/4800, lr:1.3e-05 ∣ avg_100 : 5.235355 ∣ l2loss : 5.195847 ∣ 
[  epoch 0019/0030] 1050/4800, lr:1.3e-05 ∣ avg_100 : 5.231706 ∣ l2loss : 5.003970 ∣ 
[  epoch 0019/0030] 1060/4800, lr:1.3e-05 ∣ avg_100 : 5.230984 ∣ l2loss : 5.073866 ∣ 
[  epoch 0019/0030] 1070/4800, lr:1.3e-05 ∣ avg_100 : 5.227104 ∣ l2loss : 5.118724 ∣ 
[  epoch 0019/0030] 1080/4800, lr:1.3e-05 ∣ avg_100 : 5.224377 ∣ l2loss : 5.014946 ∣ 
[  epoch 0019/0030] 1090/4800, lr:1.3e-05 ∣ avg_100 : 5.225707 ∣ l2loss : 5.351476 ∣ 
[  epoch 0019/0030] 1100/4800, lr:1.3e-05 ∣ avg_100 : 5.225844 ∣ l2loss : 5.464335 ∣ 
[  epoch 0019/0030] 1110/4800, lr:1.3e-05 ∣ avg_100 : 5.223698 ∣ l2loss : 4.999824 ∣ 
[  epoch 0019/0030] 1120/4800, lr:1.3e-05 ∣ avg_100 : 5.219416 ∣ l2loss : 4.927357 ∣ 
[  epoch 0019/0030] 1130/4800, lr:1.3e-05 ∣ avg_100 : 5.216848 ∣ l2loss : 5.191037 ∣ 
[  epoch 0019/0030] 1140/4800, lr:1.3e-05 ∣ avg_100 : 5.220311 ∣ l2loss : 5.406238 ∣ 
[  epoch 0019/0030] 1150/4800, lr:1.3e-05 ∣ avg_100 : 5.218760 ∣ l2loss : 5.156470 ∣ 
[  epoch 0019/0030] 1160/4800, lr:1.3e-05 ∣ avg_100 : 5.217970 ∣ l2loss : 5.129921 ∣ 
[  epoch 0019/0030] 1170/4800, lr:1.3e-05 ∣ avg_100 : 5.220322 ∣ l2loss : 5.261494 ∣ 
[  epoch 0019/0030] 1180/4800, lr:1.3e-05 ∣ avg_100 : 5.219815 ∣ l2loss : 5.178241 ∣ 
[  epoch 0019/0030] 1190/4800, lr:1.3e-05 ∣ avg_100 : 5.220049 ∣ l2loss : 5.131207 ∣ 
[  epoch 0019/0030] 1200/4800, lr:1.3e-05 ∣ avg_100 : 5.220041 ∣ l2loss : 5.131004 ∣ 
[  epoch 0019/0030] 1210/4800, lr:1.3e-05 ∣ avg_100 : 5.219079 ∣ l2loss : 5.133797 ∣ 
[  epoch 0019/0030] 1220/4800, lr:1.3e-05 ∣ avg_100 : 5.217742 ∣ l2loss : 5.152012 ∣ 
[  epoch 0019/0030] 1230/4800, lr:1.3e-05 ∣ avg_100 : 5.215636 ∣ l2loss : 5.048910 ∣ 
[  epoch 0019/0030] 1240/4800, lr:1.3e-05 ∣ avg_100 : 5.218104 ∣ l2loss : 5.430219 ∣ 
[  epoch 0019/0030] 1250/4800, lr:1.3e-05 ∣ avg_100 : 5.215302 ∣ l2loss : 5.054678 ∣ 
[  epoch 0019/0030] 1260/4800, lr:1.3e-05 ∣ avg_100 : 5.216876 ∣ l2loss : 5.365907 ∣ 
[  epoch 0019/0030] 1270/4800, lr:1.3e-05 ∣ avg_100 : 5.214752 ∣ l2loss : 5.154310 ∣ 
[  epoch 0019/0030] 1280/4800, lr:1.3e-05 ∣ avg_100 : 5.216182 ∣ l2loss : 5.119137 ∣ 
[  epoch 0019/0030] 1290/4800, lr:1.3e-05 ∣ avg_100 : 5.216167 ∣ l2loss : 5.065212 ∣ 
[  epoch 0019/0030] 1300/4800, lr:1.3e-05 ∣ avg_100 : 5.216480 ∣ l2loss : 5.177784 ∣ 
[  epoch 0019/0030] 1310/4800, lr:1.3e-05 ∣ avg_100 : 5.217210 ∣ l2loss : 5.334336 ∣ 
[  epoch 0019/0030] 1320/4800, lr:1.3e-05 ∣ avg_100 : 5.218245 ∣ l2loss : 5.395449 ∣ 
[  epoch 0019/0030] 1330/4800, lr:1.3e-05 ∣ avg_100 : 5.218306 ∣ l2loss : 5.109510 ∣ 
[  epoch 0019/0030] 1340/4800, lr:1.3e-05 ∣ avg_100 : 5.220515 ∣ l2loss : 5.371405 ∣ 
[  epoch 0019/0030] 1350/4800, lr:1.3e-05 ∣ avg_100 : 5.220151 ∣ l2loss : 5.030479 ∣ 
[  epoch 0019/0030] 1360/4800, lr:1.3e-05 ∣ avg_100 : 5.219413 ∣ l2loss : 5.151077 ∣ 
[  epoch 0019/0030] 1370/4800, lr:1.3e-05 ∣ avg_100 : 5.220052 ∣ l2loss : 5.327711 ∣ 
[  epoch 0019/0030] 1380/4800, lr:1.3e-05 ∣ avg_100 : 5.220518 ∣ l2loss : 5.591763 ∣ 
[  epoch 0019/0030] 1390/4800, lr:1.3e-05 ∣ avg_100 : 5.221581 ∣ l2loss : 5.219846 ∣ 
[  epoch 0019/0030] 1400/4800, lr:1.3e-05 ∣ avg_100 : 5.217177 ∣ l2loss : 5.151035 ∣ 
[  epoch 0019/0030] 1410/4800, lr:1.3e-05 ∣ avg_100 : 5.214443 ∣ l2loss : 5.110760 ∣ 
[  epoch 0019/0030] 1420/4800, lr:1.3e-05 ∣ avg_100 : 5.212921 ∣ l2loss : 5.098321 ∣ 
[  epoch 0019/0030] 1430/4800, lr:1.3e-05 ∣ avg_100 : 5.211460 ∣ l2loss : 5.239600 ∣ 
[  epoch 0019/0030] 1440/4800, lr:1.3e-05 ∣ avg_100 : 5.211199 ∣ l2loss : 5.150036 ∣ 
[  epoch 0019/0030] 1450/4800, lr:1.3e-05 ∣ avg_100 : 5.210836 ∣ l2loss : 5.382245 ∣ 
[  epoch 0019/0030] 1460/4800, lr:1.3e-05 ∣ avg_100 : 5.211065 ∣ l2loss : 5.067986 ∣ 
[  epoch 0019/0030] 1470/4800, lr:1.3e-05 ∣ avg_100 : 5.210350 ∣ l2loss : 5.091120 ∣ 
[  epoch 0019/0030] 1480/4800, lr:1.3e-05 ∣ avg_100 : 5.210915 ∣ l2loss : 5.275962 ∣ 
[  epoch 0019/0030] 1490/4800, lr:1.3e-05 ∣ avg_100 : 5.208384 ∣ l2loss : 5.065856 ∣ 
[  epoch 0019/0030] 1500/4800, lr:1.3e-05 ∣ avg_100 : 5.209457 ∣ l2loss : 5.177764 ∣ 
[  epoch 0019/0030] 1510/4800, lr:1.3e-05 ∣ avg_100 : 5.207814 ∣ l2loss : 5.287890 ∣ 
[  epoch 0019/0030] 1520/4800, lr:1.3e-05 ∣ avg_100 : 5.207890 ∣ l2loss : 5.091361 ∣ 
[  epoch 0019/0030] 1530/4800, lr:1.3e-05 ∣ avg_100 : 5.208806 ∣ l2loss : 5.175299 ∣ 
[  epoch 0019/0030] 1540/4800, lr:1.3e-05 ∣ avg_100 : 5.205726 ∣ l2loss : 5.109220 ∣ 
[  epoch 0019/0030] 1550/4800, lr:1.3e-05 ∣ avg_100 : 5.205869 ∣ l2loss : 5.298368 ∣ 
[  epoch 0019/0030] 1560/4800, lr:1.3e-05 ∣ avg_100 : 5.207680 ∣ l2loss : 5.201088 ∣ 
[  epoch 0019/0030] 1570/4800, lr:1.3e-05 ∣ avg_100 : 5.205408 ∣ l2loss : 5.132803 ∣ 
[  epoch 0019/0030] 1580/4800, lr:1.3e-05 ∣ avg_100 : 5.205274 ∣ l2loss : 5.297533 ∣ 
[  epoch 0019/0030] 1590/4800, lr:1.3e-05 ∣ avg_100 : 5.207141 ∣ l2loss : 5.264444 ∣ 
[  epoch 0019/0030] 1600/4800, lr:1.3e-05 ∣ avg_100 : 5.207370 ∣ l2loss : 5.183339 ∣ 
[  epoch 0019/0030] 1610/4800, lr:1.3e-05 ∣ avg_100 : 5.205432 ∣ l2loss : 5.159057 ∣ 
[  epoch 0019/0030] 1620/4800, lr:1.3e-05 ∣ avg_100 : 5.206760 ∣ l2loss : 5.433775 ∣ 
[  epoch 0019/0030] 1630/4800, lr:1.3e-05 ∣ avg_100 : 5.202975 ∣ l2loss : 4.941291 ∣ 
[  epoch 0019/0030] 1640/4800, lr:1.3e-05 ∣ avg_100 : 5.202975 ∣ l2loss : 5.105181 ∣ 
[  epoch 0019/0030] 1650/4800, lr:1.3e-05 ∣ avg_100 : 5.203694 ∣ l2loss : 5.207403 ∣ 
[  epoch 0019/0030] 1660/4800, lr:1.3e-05 ∣ avg_100 : 5.205810 ∣ l2loss : 5.391772 ∣ 
[  epoch 0019/0030] 1670/4800, lr:1.3e-05 ∣ avg_100 : 5.206403 ∣ l2loss : 5.250805 ∣ 
[  epoch 0019/0030] 1680/4800, lr:1.3e-05 ∣ avg_100 : 5.207141 ∣ l2loss : 5.093353 ∣ 
[  epoch 0019/0030] 1690/4800, lr:1.3e-05 ∣ avg_100 : 5.205262 ∣ l2loss : 5.254108 ∣ 
[  epoch 0019/0030] 1700/4800, lr:1.3e-05 ∣ avg_100 : 5.203626 ∣ l2loss : 5.163371 ∣ 
[  epoch 0019/0030] 1710/4800, lr:1.3e-05 ∣ avg_100 : 5.204486 ∣ l2loss : 5.277097 ∣ 
[  epoch 0019/0030] 1720/4800, lr:1.3e-05 ∣ avg_100 : 5.206550 ∣ l2loss : 5.428331 ∣ 
[  epoch 0019/0030] 1730/4800, lr:1.3e-05 ∣ avg_100 : 5.207809 ∣ l2loss : 5.187476 ∣ 
[  epoch 0019/0030] 1740/4800, lr:1.3e-05 ∣ avg_100 : 5.206422 ∣ l2loss : 5.290240 ∣ 
[  epoch 0019/0030] 1750/4800, lr:1.3e-05 ∣ avg_100 : 5.203883 ∣ l2loss : 5.182834 ∣ 
[  epoch 0019/0030] 1760/4800, lr:1.3e-05 ∣ avg_100 : 5.207031 ∣ l2loss : 5.504564 ∣ 
[  epoch 0019/0030] 1770/4800, lr:1.3e-05 ∣ avg_100 : 5.203212 ∣ l2loss : 5.046400 ∣ 
[  epoch 0019/0030] 1780/4800, lr:1.3e-05 ∣ avg_100 : 5.201656 ∣ l2loss : 5.079185 ∣ 
[  epoch 0019/0030] 1790/4800, lr:1.3e-05 ∣ avg_100 : 5.200015 ∣ l2loss : 5.066519 ∣ 
[  epoch 0019/0030] 1800/4800, lr:1.3e-05 ∣ avg_100 : 5.201378 ∣ l2loss : 5.401449 ∣ 
[  epoch 0019/0030] 1810/4800, lr:1.3e-05 ∣ avg_100 : 5.199995 ∣ l2loss : 5.151036 ∣ 
[  epoch 0019/0030] 1820/4800, lr:1.3e-05 ∣ avg_100 : 5.200127 ∣ l2loss : 5.145671 ∣ 
[  epoch 0019/0030] 1830/4800, lr:1.3e-05 ∣ avg_100 : 5.203452 ∣ l2loss : 5.288228 ∣ 
[  epoch 0019/0030] 1840/4800, lr:1.3e-05 ∣ avg_100 : 5.203870 ∣ l2loss : 5.265278 ∣ 
[  epoch 0019/0030] 1850/4800, lr:1.3e-05 ∣ avg_100 : 5.202603 ∣ l2loss : 5.080722 ∣ 
[  epoch 0019/0030] 1860/4800, lr:1.3e-05 ∣ avg_100 : 5.200506 ∣ l2loss : 5.055794 ∣ 
[  epoch 0019/0030] 1870/4800, lr:1.3e-05 ∣ avg_100 : 5.198095 ∣ l2loss : 5.109772 ∣ 
[  epoch 0019/0030] 1880/4800, lr:1.3e-05 ∣ avg_100 : 5.196588 ∣ l2loss : 5.192885 ∣ 
[  epoch 0019/0030] 1890/4800, lr:1.3e-05 ∣ avg_100 : 5.194881 ∣ l2loss : 5.066648 ∣ 
[  epoch 0019/0030] 1900/4800, lr:1.3e-05 ∣ avg_100 : 5.194452 ∣ l2loss : 5.133158 ∣ 
[  epoch 0019/0030] 1910/4800, lr:1.3e-05 ∣ avg_100 : 5.194431 ∣ l2loss : 5.276745 ∣ 
[  epoch 0019/0030] 1920/4800, lr:1.3e-05 ∣ avg_100 : 5.195327 ∣ l2loss : 5.328901 ∣ 
[  epoch 0019/0030] 1930/4800, lr:1.3e-05 ∣ avg_100 : 5.193226 ∣ l2loss : 4.933566 ∣ 
[  epoch 0019/0030] 1940/4800, lr:1.3e-05 ∣ avg_100 : 5.192420 ∣ l2loss : 5.065517 ∣ 
[  epoch 0019/0030] 1950/4800, lr:1.3e-05 ∣ avg_100 : 5.195450 ∣ l2loss : 5.527952 ∣ 
[  epoch 0019/0030] 1960/4800, lr:1.3e-05 ∣ avg_100 : 5.196260 ∣ l2loss : 5.257048 ∣ 
[  epoch 0019/0030] 1970/4800, lr:1.3e-05 ∣ avg_100 : 5.196913 ∣ l2loss : 5.250439 ∣ 
[  epoch 0019/0030] 1980/4800, lr:1.3e-05 ∣ avg_100 : 5.196870 ∣ l2loss : 5.194543 ∣ 
[  epoch 0019/0030] 1990/4800, lr:1.3e-05 ∣ avg_100 : 5.194494 ∣ l2loss : 5.109207 ∣ 
[  epoch 0019/0030] 2000/4800, lr:1.3e-05 ∣ avg_100 : 5.193559 ∣ l2loss : 5.008144 ∣ 
[  epoch 0019/0030] 2010/4800, lr:1.3e-05 ∣ avg_100 : 5.190495 ∣ l2loss : 5.091562 ∣ 
[  epoch 0019/0030] 2020/4800, lr:1.3e-05 ∣ avg_100 : 5.193792 ∣ l2loss : 5.308658 ∣ 
[  epoch 0019/0030] 2030/4800, lr:1.3e-05 ∣ avg_100 : 5.193984 ∣ l2loss : 5.271177 ∣ 
[  epoch 0019/0030] 2040/4800, lr:1.3e-05 ∣ avg_100 : 5.192203 ∣ l2loss : 5.017743 ∣ 
[  epoch 0019/0030] 2050/4800, lr:1.3e-05 ∣ avg_100 : 5.194684 ∣ l2loss : 5.252054 ∣ 
[  epoch 0019/0030] 2060/4800, lr:1.3e-05 ∣ avg_100 : 5.196980 ∣ l2loss : 5.303532 ∣ 
[  epoch 0019/0030] 2070/4800, lr:1.3e-05 ∣ avg_100 : 5.195933 ∣ l2loss : 5.014014 ∣ 
[  epoch 0019/0030] 2080/4800, lr:1.3e-05 ∣ avg_100 : 5.198263 ∣ l2loss : 5.247913 ∣ 
[  epoch 0019/0030] 2090/4800, lr:1.3e-05 ∣ avg_100 : 5.194513 ∣ l2loss : 4.976478 ∣ 
[  epoch 0019/0030] 2100/4800, lr:1.3e-05 ∣ avg_100 : 5.192701 ∣ l2loss : 5.283143 ∣ 
[  epoch 0019/0030] 2110/4800, lr:1.3e-05 ∣ avg_100 : 5.194954 ∣ l2loss : 5.225148 ∣ 
[  epoch 0019/0030] 2120/4800, lr:1.3e-05 ∣ avg_100 : 5.197216 ∣ l2loss : 5.153565 ∣ 
[  epoch 0019/0030] 2130/4800, lr:1.3e-05 ∣ avg_100 : 5.197858 ∣ l2loss : 5.255175 ∣ 
[  epoch 0019/0030] 2140/4800, lr:1.3e-05 ∣ avg_100 : 5.196060 ∣ l2loss : 5.226459 ∣ 
[  epoch 0019/0030] 2150/4800, lr:1.3e-05 ∣ avg_100 : 5.195777 ∣ l2loss : 5.128218 ∣ 
[  epoch 0019/0030] 2160/4800, lr:1.3e-05 ∣ avg_100 : 5.198940 ∣ l2loss : 5.446149 ∣ 
[  epoch 0019/0030] 2170/4800, lr:1.3e-05 ∣ avg_100 : 5.197755 ∣ l2loss : 5.142995 ∣ 
[  epoch 0019/0030] 2180/4800, lr:1.3e-05 ∣ avg_100 : 5.200318 ∣ l2loss : 5.434601 ∣ 
[  epoch 0019/0030] 2190/4800, lr:1.3e-05 ∣ avg_100 : 5.200300 ∣ l2loss : 5.129322 ∣ 
[  epoch 0019/0030] 2200/4800, lr:1.3e-05 ∣ avg_100 : 5.200012 ∣ l2loss : 5.102263 ∣ 
[  epoch 0019/0030] 2210/4800, lr:1.3e-05 ∣ avg_100 : 5.200718 ∣ l2loss : 5.204336 ∣ 
[  epoch 0019/0030] 2220/4800, lr:1.3e-05 ∣ avg_100 : 5.200358 ∣ l2loss : 5.116020 ∣ 
[  epoch 0019/0030] 2230/4800, lr:1.3e-05 ∣ avg_100 : 5.200807 ∣ l2loss : 5.093890 ∣ 
[  epoch 0019/0030] 2240/4800, lr:1.3e-05 ∣ avg_100 : 5.200934 ∣ l2loss : 5.442848 ∣ 
[  epoch 0019/0030] 2250/4800, lr:1.3e-05 ∣ avg_100 : 5.200786 ∣ l2loss : 5.039928 ∣ 
[  epoch 0019/0030] 2260/4800, lr:1.3e-05 ∣ avg_100 : 5.197069 ∣ l2loss : 4.994237 ∣ 
[  epoch 0019/0030] 2270/4800, lr:1.3e-05 ∣ avg_100 : 5.197308 ∣ l2loss : 5.178115 ∣ 
[  epoch 0019/0030] 2280/4800, lr:1.3e-05 ∣ avg_100 : 5.198876 ∣ l2loss : 5.275993 ∣ 
[  epoch 0019/0030] 2290/4800, lr:1.3e-05 ∣ avg_100 : 5.202832 ∣ l2loss : 5.460784 ∣ 
[  epoch 0019/0030] 2300/4800, lr:1.3e-05 ∣ avg_100 : 5.203866 ∣ l2loss : 5.281166 ∣ 
[  epoch 0019/0030] 2310/4800, lr:1.3e-05 ∣ avg_100 : 5.203317 ∣ l2loss : 5.279467 ∣ 
[  epoch 0019/0030] 2320/4800, lr:1.3e-05 ∣ avg_100 : 5.203955 ∣ l2loss : 5.459274 ∣ 
[  epoch 0019/0030] 2330/4800, lr:1.3e-05 ∣ avg_100 : 5.206258 ∣ l2loss : 5.339755 ∣ 
[  epoch 0019/0030] 2340/4800, lr:1.3e-05 ∣ avg_100 : 5.205742 ∣ l2loss : 5.319881 ∣ 
[  epoch 0019/0030] 2350/4800, lr:1.3e-05 ∣ avg_100 : 5.208511 ∣ l2loss : 5.307368 ∣ 
[  epoch 0019/0030] 2360/4800, lr:1.3e-05 ∣ avg_100 : 5.206267 ∣ l2loss : 4.926634 ∣ 
[  epoch 0019/0030] 2370/4800, lr:1.3e-05 ∣ avg_100 : 5.203703 ∣ l2loss : 5.071322 ∣ 
[  epoch 0019/0030] 2380/4800, lr:1.3e-05 ∣ avg_100 : 5.198359 ∣ l2loss : 5.057390 ∣ 
[  epoch 0019/0030] 2390/4800, lr:1.3e-05 ∣ avg_100 : 5.197463 ∣ l2loss : 5.130249 ∣ 
[  epoch 0019/0030] 2400/4800, lr:1.3e-05 ∣ avg_100 : 5.198763 ∣ l2loss : 5.281041 ∣ 
[  epoch 0019/0030] 2410/4800, lr:1.3e-05 ∣ avg_100 : 5.200355 ∣ l2loss : 5.269882 ∣ 
[  epoch 0019/0030] 2420/4800, lr:1.3e-05 ∣ avg_100 : 5.200459 ∣ l2loss : 5.108743 ∣ 
[  epoch 0019/0030] 2430/4800, lr:1.3e-05 ∣ avg_100 : 5.200744 ∣ l2loss : 5.268105 ∣ 
[  epoch 0019/0030] 2440/4800, lr:1.3e-05 ∣ avg_100 : 5.201680 ∣ l2loss : 5.243643 ∣ 
[  epoch 0019/0030] 2450/4800, lr:1.3e-05 ∣ avg_100 : 5.201187 ∣ l2loss : 5.332954 ∣ 
[  epoch 0019/0030] 2460/4800, lr:1.3e-05 ∣ avg_100 : 5.202101 ∣ l2loss : 5.159392 ∣ 
[  epoch 0019/0030] 2470/4800, lr:1.3e-05 ∣ avg_100 : 5.203560 ∣ l2loss : 5.237009 ∣ 
[  epoch 0019/0030] 2480/4800, lr:1.3e-05 ∣ avg_100 : 5.202784 ∣ l2loss : 5.198322 ∣ 
[  epoch 0019/0030] 2490/4800, lr:1.3e-05 ∣ avg_100 : 5.205630 ∣ l2loss : 5.350507 ∣ 
[  epoch 0019/0030] 2500/4800, lr:1.3e-05 ∣ avg_100 : 5.202724 ∣ l2loss : 4.887155 ∣ 
[  epoch 0019/0030] 2510/4800, lr:1.3e-05 ∣ avg_100 : 5.200525 ∣ l2loss : 5.067998 ∣ 
[  epoch 0019/0030] 2520/4800, lr:1.3e-05 ∣ avg_100 : 5.201625 ∣ l2loss : 5.201336 ∣ 
[  epoch 0019/0030] 2530/4800, lr:1.3e-05 ∣ avg_100 : 5.202021 ∣ l2loss : 5.214961 ∣ 
[  epoch 0019/0030] 2540/4800, lr:1.3e-05 ∣ avg_100 : 5.204207 ∣ l2loss : 5.327750 ∣ 
[  epoch 0019/0030] 2550/4800, lr:1.3e-05 ∣ avg_100 : 5.203657 ∣ l2loss : 5.243447 ∣ 
[  epoch 0019/0030] 2560/4800, lr:1.3e-05 ∣ avg_100 : 5.204604 ∣ l2loss : 5.295786 ∣ 
[  epoch 0019/0030] 2570/4800, lr:1.3e-05 ∣ avg_100 : 5.203617 ∣ l2loss : 5.034007 ∣ 
[  epoch 0019/0030] 2580/4800, lr:1.3e-05 ∣ avg_100 : 5.201691 ∣ l2loss : 5.104954 ∣ 
[  epoch 0019/0030] 2590/4800, lr:1.3e-05 ∣ avg_100 : 5.202577 ∣ l2loss : 5.353100 ∣ 
[  epoch 0019/0030] 2600/4800, lr:1.3e-05 ∣ avg_100 : 5.203284 ∣ l2loss : 5.254046 ∣ 
[  epoch 0019/0030] 2610/4800, lr:1.3e-05 ∣ avg_100 : 5.204831 ∣ l2loss : 5.313738 ∣ 
[  epoch 0019/0030] 2620/4800, lr:1.3e-05 ∣ avg_100 : 5.204599 ∣ l2loss : 5.410526 ∣ 
[  epoch 0019/0030] 2630/4800, lr:1.3e-05 ∣ avg_100 : 5.206965 ∣ l2loss : 5.177925 ∣ 
[  epoch 0019/0030] 2640/4800, lr:1.3e-05 ∣ avg_100 : 5.208325 ∣ l2loss : 5.241195 ∣ 
[  epoch 0019/0030] 2650/4800, lr:1.3e-05 ∣ avg_100 : 5.210959 ∣ l2loss : 5.470772 ∣ 
[  epoch 0019/0030] 2660/4800, lr:1.3e-05 ∣ avg_100 : 5.209758 ∣ l2loss : 5.271665 ∣ 
[  epoch 0019/0030] 2670/4800, lr:1.3e-05 ∣ avg_100 : 5.207953 ∣ l2loss : 5.070279 ∣ 
[  epoch 0019/0030] 2680/4800, lr:1.3e-05 ∣ avg_100 : 5.204641 ∣ l2loss : 4.762240 ∣ 
[  epoch 0019/0030] 2690/4800, lr:1.3e-05 ∣ avg_100 : 5.203944 ∣ l2loss : 5.184330 ∣ 
[  epoch 0019/0030] 2700/4800, lr:1.3e-05 ∣ avg_100 : 5.202082 ∣ l2loss : 4.977246 ∣ 
[  epoch 0019/0030] 2710/4800, lr:1.3e-05 ∣ avg_100 : 5.203765 ∣ l2loss : 5.445376 ∣ 
[  epoch 0019/0030] 2720/4800, lr:1.3e-05 ∣ avg_100 : 5.202801 ∣ l2loss : 5.331885 ∣ 
[  epoch 0019/0030] 2730/4800, lr:1.3e-05 ∣ avg_100 : 5.203761 ∣ l2loss : 5.283473 ∣ 
[  epoch 0019/0030] 2740/4800, lr:1.3e-05 ∣ avg_100 : 5.200370 ∣ l2loss : 4.951131 ∣ 
[  epoch 0019/0030] 2750/4800, lr:1.3e-05 ∣ avg_100 : 5.197245 ∣ l2loss : 4.870363 ∣ 
[  epoch 0019/0030] 2760/4800, lr:1.3e-05 ∣ avg_100 : 5.196698 ∣ l2loss : 5.449846 ∣ 
[  epoch 0019/0030] 2770/4800, lr:1.3e-05 ∣ avg_100 : 5.199170 ∣ l2loss : 5.293620 ∣ 
[  epoch 0019/0030] 2780/4800, lr:1.3e-05 ∣ avg_100 : 5.200425 ∣ l2loss : 5.204737 ∣ 
[  epoch 0019/0030] 2790/4800, lr:1.3e-05 ∣ avg_100 : 5.201790 ∣ l2loss : 5.202993 ∣ 
[  epoch 0019/0030] 2800/4800, lr:1.3e-05 ∣ avg_100 : 5.199876 ∣ l2loss : 5.210028 ∣ 
[  epoch 0019/0030] 2810/4800, lr:1.3e-05 ∣ avg_100 : 5.200153 ∣ l2loss : 5.178715 ∣ 
[  epoch 0019/0030] 2820/4800, lr:1.3e-05 ∣ avg_100 : 5.198767 ∣ l2loss : 5.007051 ∣ 
[  epoch 0019/0030] 2830/4800, lr:1.3e-05 ∣ avg_100 : 5.198990 ∣ l2loss : 5.310549 ∣ 
[  epoch 0019/0030] 2840/4800, lr:1.3e-05 ∣ avg_100 : 5.199136 ∣ l2loss : 5.279916 ∣ 
[  epoch 0019/0030] 2850/4800, lr:1.3e-05 ∣ avg_100 : 5.200792 ∣ l2loss : 5.246293 ∣ 
[  epoch 0019/0030] 2860/4800, lr:1.3e-05 ∣ avg_100 : 5.203287 ∣ l2loss : 5.305295 ∣ 
[  epoch 0019/0030] 2870/4800, lr:1.3e-05 ∣ avg_100 : 5.205405 ∣ l2loss : 5.321595 ∣ 
[  epoch 0019/0030] 2880/4800, lr:1.3e-05 ∣ avg_100 : 5.208399 ∣ l2loss : 5.492270 ∣ 
[  epoch 0019/0030] 2890/4800, lr:1.3e-05 ∣ avg_100 : 5.209407 ∣ l2loss : 5.167441 ∣ 
[  epoch 0019/0030] 2900/4800, lr:1.3e-05 ∣ avg_100 : 5.207575 ∣ l2loss : 4.950024 ∣ 
[  epoch 0019/0030] 2910/4800, lr:1.3e-05 ∣ avg_100 : 5.206848 ∣ l2loss : 5.203956 ∣ 
[  epoch 0019/0030] 2920/4800, lr:1.3e-05 ∣ avg_100 : 5.204293 ∣ l2loss : 5.073466 ∣ 
[  epoch 0019/0030] 2930/4800, lr:1.3e-05 ∣ avg_100 : 5.206113 ∣ l2loss : 5.115527 ∣ 
[  epoch 0019/0030] 2940/4800, lr:1.3e-05 ∣ avg_100 : 5.207591 ∣ l2loss : 5.213302 ∣ 
[  epoch 0019/0030] 2950/4800, lr:1.3e-05 ∣ avg_100 : 5.206040 ∣ l2loss : 5.372922 ∣ 
[  epoch 0019/0030] 2960/4800, lr:1.3e-05 ∣ avg_100 : 5.206463 ∣ l2loss : 5.299293 ∣ 
[  epoch 0019/0030] 2970/4800, lr:1.3e-05 ∣ avg_100 : 5.206855 ∣ l2loss : 5.289679 ∣ 
[  epoch 0019/0030] 2980/4800, lr:1.3e-05 ∣ avg_100 : 5.207409 ∣ l2loss : 5.249950 ∣ 
[  epoch 0019/0030] 2990/4800, lr:1.3e-05 ∣ avg_100 : 5.207788 ∣ l2loss : 5.147103 ∣ 
[  epoch 0019/0030] 3000/4800, lr:1.3e-05 ∣ avg_100 : 5.209510 ∣ l2loss : 5.180352 ∣ 
[  epoch 0019/0030] 3010/4800, lr:1.3e-05 ∣ avg_100 : 5.212208 ∣ l2loss : 5.361291 ∣ 
[  epoch 0019/0030] 3020/4800, lr:1.3e-05 ∣ avg_100 : 5.212205 ∣ l2loss : 5.308430 ∣ 
[  epoch 0019/0030] 3030/4800, lr:1.3e-05 ∣ avg_100 : 5.212491 ∣ l2loss : 5.299704 ∣ 
[  epoch 0019/0030] 3040/4800, lr:1.3e-05 ∣ avg_100 : 5.214315 ∣ l2loss : 5.200149 ∣ 
[  epoch 0019/0030] 3050/4800, lr:1.3e-05 ∣ avg_100 : 5.215939 ∣ l2loss : 5.414434 ∣ 
[  epoch 0019/0030] 3060/4800, lr:1.3e-05 ∣ avg_100 : 5.217280 ∣ l2loss : 5.437682 ∣ 
[  epoch 0019/0030] 3070/4800, lr:1.3e-05 ∣ avg_100 : 5.218153 ∣ l2loss : 5.101307 ∣ 
[  epoch 0019/0030] 3080/4800, lr:1.3e-05 ∣ avg_100 : 5.216922 ∣ l2loss : 5.124852 ∣ 
[  epoch 0019/0030] 3090/4800, lr:1.3e-05 ∣ avg_100 : 5.218740 ∣ l2loss : 5.158226 ∣ 
[  epoch 0019/0030] 3100/4800, lr:1.3e-05 ∣ avg_100 : 5.219743 ∣ l2loss : 5.383480 ∣ 
[  epoch 0019/0030] 3110/4800, lr:1.3e-05 ∣ avg_100 : 5.218124 ∣ l2loss : 5.063218 ∣ 
[  epoch 0019/0030] 3120/4800, lr:1.3e-05 ∣ avg_100 : 5.221463 ∣ l2loss : 5.487493 ∣ 
[  epoch 0019/0030] 3130/4800, lr:1.3e-05 ∣ avg_100 : 5.218856 ∣ l2loss : 4.994457 ∣ 
[  epoch 0019/0030] 3140/4800, lr:1.3e-05 ∣ avg_100 : 5.217255 ∣ l2loss : 5.066312 ∣ 
[  epoch 0019/0030] 3150/4800, lr:1.3e-05 ∣ avg_100 : 5.218356 ∣ l2loss : 5.238392 ∣ 
[  epoch 0019/0030] 3160/4800, lr:1.3e-05 ∣ avg_100 : 5.217422 ∣ l2loss : 5.352696 ∣ 
[  epoch 0019/0030] 3170/4800, lr:1.3e-05 ∣ avg_100 : 5.215054 ∣ l2loss : 4.906218 ∣ 
[  epoch 0019/0030] 3180/4800, lr:1.3e-05 ∣ avg_100 : 5.214018 ∣ l2loss : 5.330958 ∣ 
[  epoch 0019/0030] 3190/4800, lr:1.3e-05 ∣ avg_100 : 5.215806 ∣ l2loss : 5.308179 ∣ 
[  epoch 0019/0030] 3200/4800, lr:1.3e-05 ∣ avg_100 : 5.217481 ∣ l2loss : 5.269736 ∣ 
[  epoch 0019/0030] 3210/4800, lr:1.3e-05 ∣ avg_100 : 5.218721 ∣ l2loss : 5.328398 ∣ 
[  epoch 0019/0030] 3220/4800, lr:1.3e-05 ∣ avg_100 : 5.218181 ∣ l2loss : 5.061969 ∣ 
[  epoch 0019/0030] 3230/4800, lr:1.3e-05 ∣ avg_100 : 5.220449 ∣ l2loss : 5.320682 ∣ 
[  epoch 0019/0030] 3240/4800, lr:1.3e-05 ∣ avg_100 : 5.218219 ∣ l2loss : 5.219853 ∣ 
[  epoch 0019/0030] 3250/4800, lr:1.3e-05 ∣ avg_100 : 5.218505 ∣ l2loss : 5.068507 ∣ 
[  epoch 0019/0030] 3260/4800, lr:1.3e-05 ∣ avg_100 : 5.221389 ∣ l2loss : 5.282630 ∣ 
[  epoch 0019/0030] 3270/4800, lr:1.3e-05 ∣ avg_100 : 5.222931 ∣ l2loss : 5.332357 ∣ 
[  epoch 0019/0030] 3280/4800, lr:1.3e-05 ∣ avg_100 : 5.222328 ∣ l2loss : 5.215736 ∣ 
[  epoch 0019/0030] 3290/4800, lr:1.3e-05 ∣ avg_100 : 5.218647 ∣ l2loss : 5.092611 ∣ 
[  epoch 0019/0030] 3300/4800, lr:1.3e-05 ∣ avg_100 : 5.218306 ∣ l2loss : 5.247086 ∣ 
[  epoch 0019/0030] 3310/4800, lr:1.3e-05 ∣ avg_100 : 5.219415 ∣ l2loss : 5.390398 ∣ 
[  epoch 0019/0030] 3320/4800, lr:1.3e-05 ∣ avg_100 : 5.216498 ∣ l2loss : 5.167520 ∣ 
[  epoch 0019/0030] 3330/4800, lr:1.3e-05 ∣ avg_100 : 5.216096 ∣ l2loss : 5.299568 ∣ 
[  epoch 0019/0030] 3340/4800, lr:1.3e-05 ∣ avg_100 : 5.214637 ∣ l2loss : 5.174028 ∣ 
[  epoch 0019/0030] 3350/4800, lr:1.3e-05 ∣ avg_100 : 5.212679 ∣ l2loss : 5.111511 ∣ 
[  epoch 0019/0030] 3360/4800, lr:1.3e-05 ∣ avg_100 : 5.214514 ∣ l2loss : 5.110183 ∣ 
[  epoch 0019/0030] 3370/4800, lr:1.3e-05 ∣ avg_100 : 5.215129 ∣ l2loss : 5.132826 ∣ 
[  epoch 0019/0030] 3380/4800, lr:1.3e-05 ∣ avg_100 : 5.217304 ∣ l2loss : 5.274846 ∣ 
[  epoch 0019/0030] 3390/4800, lr:1.3e-05 ∣ avg_100 : 5.220042 ∣ l2loss : 5.404027 ∣ 
[  epoch 0019/0030] 3400/4800, lr:1.3e-05 ∣ avg_100 : 5.217923 ∣ l2loss : 5.069203 ∣ 
[  epoch 0019/0030] 3410/4800, lr:1.3e-05 ∣ avg_100 : 5.216470 ∣ l2loss : 5.124552 ∣ 
[  epoch 0019/0030] 3420/4800, lr:1.3e-05 ∣ avg_100 : 5.216445 ∣ l2loss : 5.106235 ∣ 
[  epoch 0019/0030] 3430/4800, lr:1.3e-05 ∣ avg_100 : 5.214183 ∣ l2loss : 5.041911 ∣ 
[  epoch 0019/0030] 3440/4800, lr:1.3e-05 ∣ avg_100 : 5.210685 ∣ l2loss : 4.893809 ∣ 
[  epoch 0019/0030] 3450/4800, lr:1.3e-05 ∣ avg_100 : 5.208330 ∣ l2loss : 5.097501 ∣ 
[  epoch 0019/0030] 3460/4800, lr:1.3e-05 ∣ avg_100 : 5.207817 ∣ l2loss : 5.108052 ∣ 
[  epoch 0019/0030] 3470/4800, lr:1.3e-05 ∣ avg_100 : 5.210091 ∣ l2loss : 5.464456 ∣ 
[  epoch 0019/0030] 3480/4800, lr:1.3e-05 ∣ avg_100 : 5.209646 ∣ l2loss : 5.153810 ∣ 
[  epoch 0019/0030] 3490/4800, lr:1.3e-05 ∣ avg_100 : 5.207824 ∣ l2loss : 5.168324 ∣ 
[  epoch 0019/0030] 3500/4800, lr:1.3e-05 ∣ avg_100 : 5.210246 ∣ l2loss : 5.129342 ∣ 
[  epoch 0019/0030] 3510/4800, lr:1.3e-05 ∣ avg_100 : 5.213833 ∣ l2loss : 5.426724 ∣ 
[  epoch 0019/0030] 3520/4800, lr:1.3e-05 ∣ avg_100 : 5.213130 ∣ l2loss : 5.131036 ∣ 
[  epoch 0019/0030] 3530/4800, lr:1.3e-05 ∣ avg_100 : 5.213329 ∣ l2loss : 5.234818 ∣ 
[  epoch 0019/0030] 3540/4800, lr:1.3e-05 ∣ avg_100 : 5.214037 ∣ l2loss : 5.398591 ∣ 
[  epoch 0019/0030] 3550/4800, lr:1.3e-05 ∣ avg_100 : 5.214335 ∣ l2loss : 5.273223 ∣ 
[  epoch 0019/0030] 3560/4800, lr:1.3e-05 ∣ avg_100 : 5.210599 ∣ l2loss : 4.922216 ∣ 
[  epoch 0019/0030] 3570/4800, lr:1.3e-05 ∣ avg_100 : 5.211490 ∣ l2loss : 5.123039 ∣ 
[  epoch 0019/0030] 3580/4800, lr:1.3e-05 ∣ avg_100 : 5.211803 ∣ l2loss : 5.136305 ∣ 
[  epoch 0019/0030] 3590/4800, lr:1.3e-05 ∣ avg_100 : 5.210203 ∣ l2loss : 5.193131 ∣ 
[  epoch 0019/0030] 3600/4800, lr:1.3e-05 ∣ avg_100 : 5.210705 ∣ l2loss : 5.304177 ∣ 
[  epoch 0019/0030] 3610/4800, lr:1.3e-05 ∣ avg_100 : 5.210302 ∣ l2loss : 5.273496 ∣ 
[  epoch 0019/0030] 3620/4800, lr:1.3e-05 ∣ avg_100 : 5.208349 ∣ l2loss : 5.215234 ∣ 
[  epoch 0019/0030] 3630/4800, lr:1.3e-05 ∣ avg_100 : 5.210247 ∣ l2loss : 5.367677 ∣ 
[  epoch 0019/0030] 3640/4800, lr:1.3e-05 ∣ avg_100 : 5.209041 ∣ l2loss : 5.120628 ∣ 
[  epoch 0019/0030] 3650/4800, lr:1.3e-05 ∣ avg_100 : 5.207907 ∣ l2loss : 5.357314 ∣ 
[  epoch 0019/0030] 3660/4800, lr:1.3e-05 ∣ avg_100 : 5.209800 ∣ l2loss : 5.460951 ∣ 
[  epoch 0019/0030] 3670/4800, lr:1.3e-05 ∣ avg_100 : 5.210524 ∣ l2loss : 5.142755 ∣ 
[  epoch 0019/0030] 3680/4800, lr:1.3e-05 ∣ avg_100 : 5.213833 ∣ l2loss : 5.093099 ∣ 
[  epoch 0019/0030] 3690/4800, lr:1.3e-05 ∣ avg_100 : 5.215150 ∣ l2loss : 5.316046 ∣ 
[  epoch 0019/0030] 3700/4800, lr:1.3e-05 ∣ avg_100 : 5.216371 ∣ l2loss : 5.099367 ∣ 
[  epoch 0019/0030] 3710/4800, lr:1.3e-05 ∣ avg_100 : 5.212726 ∣ l2loss : 5.080841 ∣ 
[  epoch 0019/0030] 3720/4800, lr:1.3e-05 ∣ avg_100 : 5.211466 ∣ l2loss : 5.205913 ∣ 
[  epoch 0019/0030] 3730/4800, lr:1.3e-05 ∣ avg_100 : 5.210229 ∣ l2loss : 5.159793 ∣ 
[  epoch 0019/0030] 3740/4800, lr:1.3e-05 ∣ avg_100 : 5.213611 ∣ l2loss : 5.289311 ∣ 
[  epoch 0019/0030] 3750/4800, lr:1.3e-05 ∣ avg_100 : 5.218960 ∣ l2loss : 5.405250 ∣ 
[  epoch 0019/0030] 3760/4800, lr:1.3e-05 ∣ avg_100 : 5.215980 ∣ l2loss : 5.151799 ∣ 
[  epoch 0019/0030] 3770/4800, lr:1.3e-05 ∣ avg_100 : 5.214811 ∣ l2loss : 5.176798 ∣ 
[  epoch 0019/0030] 3780/4800, lr:1.3e-05 ∣ avg_100 : 5.216828 ∣ l2loss : 5.406399 ∣ 
[  epoch 0019/0030] 3790/4800, lr:1.3e-05 ∣ avg_100 : 5.217649 ∣ l2loss : 5.285061 ∣ 
[  epoch 0019/0030] 3800/4800, lr:1.3e-05 ∣ avg_100 : 5.215492 ∣ l2loss : 4.994398 ∣ 
[  epoch 0019/0030] 3810/4800, lr:1.3e-05 ∣ avg_100 : 5.216640 ∣ l2loss : 5.293521 ∣ 
[  epoch 0019/0030] 3820/4800, lr:1.3e-05 ∣ avg_100 : 5.220192 ∣ l2loss : 5.362197 ∣ 
[  epoch 0019/0030] 3830/4800, lr:1.3e-05 ∣ avg_100 : 5.219289 ∣ l2loss : 5.220230 ∣ 
[  epoch 0019/0030] 3840/4800, lr:1.3e-05 ∣ avg_100 : 5.218843 ∣ l2loss : 5.235328 ∣ 
[  epoch 0019/0030] 3850/4800, lr:1.3e-05 ∣ avg_100 : 5.220064 ∣ l2loss : 5.368457 ∣ 
[  epoch 0019/0030] 3860/4800, lr:1.3e-05 ∣ avg_100 : 5.219639 ∣ l2loss : 5.262754 ∣ 
[  epoch 0019/0030] 3870/4800, lr:1.3e-05 ∣ avg_100 : 5.214891 ∣ l2loss : 4.846800 ∣ 
[  epoch 0019/0030] 3880/4800, lr:1.3e-05 ∣ avg_100 : 5.211169 ∣ l2loss : 5.120045 ∣ 
[  epoch 0019/0030] 3890/4800, lr:1.3e-05 ∣ avg_100 : 5.214963 ∣ l2loss : 5.546854 ∣ 
[  epoch 0019/0030] 3900/4800, lr:1.3e-05 ∣ avg_100 : 5.217411 ∣ l2loss : 5.194811 ∣ 
[  epoch 0019/0030] 3910/4800, lr:1.3e-05 ∣ avg_100 : 5.216867 ∣ l2loss : 5.149609 ∣ 
[  epoch 0019/0030] 3920/4800, lr:1.3e-05 ∣ avg_100 : 5.217248 ∣ l2loss : 5.111536 ∣ 
[  epoch 0019/0030] 3930/4800, lr:1.3e-05 ∣ avg_100 : 5.216454 ∣ l2loss : 5.036129 ∣ 
[  epoch 0019/0030] 3940/4800, lr:1.3e-05 ∣ avg_100 : 5.216190 ∣ l2loss : 5.186885 ∣ 
[  epoch 0019/0030] 3950/4800, lr:1.3e-05 ∣ avg_100 : 5.212232 ∣ l2loss : 4.977111 ∣ 
[  epoch 0019/0030] 3960/4800, lr:1.3e-05 ∣ avg_100 : 5.209922 ∣ l2loss : 5.068347 ∣ 
[  epoch 0019/0030] 3970/4800, lr:1.3e-05 ∣ avg_100 : 5.209093 ∣ l2loss : 5.206769 ∣ 
[  epoch 0019/0030] 3980/4800, lr:1.3e-05 ∣ avg_100 : 5.209410 ∣ l2loss : 5.281641 ∣ 
[  epoch 0019/0030] 3990/4800, lr:1.3e-05 ∣ avg_100 : 5.210905 ∣ l2loss : 5.296556 ∣ 
[  epoch 0019/0030] 4000/4800, lr:1.3e-05 ∣ avg_100 : 5.209523 ∣ l2loss : 5.042203 ∣ 
[  epoch 0019/0030] 4010/4800, lr:1.3e-05 ∣ avg_100 : 5.209167 ∣ l2loss : 5.325688 ∣ 
[  epoch 0019/0030] 4020/4800, lr:1.3e-05 ∣ avg_100 : 5.207769 ∣ l2loss : 5.168641 ∣ 
[  epoch 0019/0030] 4030/4800, lr:1.3e-05 ∣ avg_100 : 5.204639 ∣ l2loss : 4.986672 ∣ 
[  epoch 0019/0030] 4040/4800, lr:1.3e-05 ∣ avg_100 : 5.205727 ∣ l2loss : 5.308997 ∣ 
[  epoch 0019/0030] 4050/4800, lr:1.3e-05 ∣ avg_100 : 5.203449 ∣ l2loss : 5.186572 ∣ 
[  epoch 0019/0030] 4060/4800, lr:1.3e-05 ∣ avg_100 : 5.200672 ∣ l2loss : 5.159987 ∣ 
[  epoch 0019/0030] 4070/4800, lr:1.3e-05 ∣ avg_100 : 5.200492 ∣ l2loss : 5.083346 ∣ 
[  epoch 0019/0030] 4080/4800, lr:1.3e-05 ∣ avg_100 : 5.198624 ∣ l2loss : 4.938007 ∣ 
[  epoch 0019/0030] 4090/4800, lr:1.3e-05 ∣ avg_100 : 5.199728 ∣ l2loss : 5.268633 ∣ 
[  epoch 0019/0030] 4100/4800, lr:1.3e-05 ∣ avg_100 : 5.199458 ∣ l2loss : 5.356505 ∣ 
[  epoch 0019/0030] 4110/4800, lr:1.3e-05 ∣ avg_100 : 5.202799 ∣ l2loss : 5.397267 ∣ 
[  epoch 0019/0030] 4120/4800, lr:1.3e-05 ∣ avg_100 : 5.200847 ∣ l2loss : 5.292287 ∣ 
[  epoch 0019/0030] 4130/4800, lr:1.3e-05 ∣ avg_100 : 5.202056 ∣ l2loss : 5.115370 ∣ 
[  epoch 0019/0030] 4140/4800, lr:1.3e-05 ∣ avg_100 : 5.204235 ∣ l2loss : 5.284220 ∣ 
[  epoch 0019/0030] 4150/4800, lr:1.3e-05 ∣ avg_100 : 5.205072 ∣ l2loss : 5.322147 ∣ 
[  epoch 0019/0030] 4160/4800, lr:1.3e-05 ∣ avg_100 : 5.204482 ∣ l2loss : 5.293626 ∣ 
[  epoch 0019/0030] 4170/4800, lr:1.3e-05 ∣ avg_100 : 5.206072 ∣ l2loss : 5.065263 ∣ 
[  epoch 0019/0030] 4180/4800, lr:1.3e-05 ∣ avg_100 : 5.204819 ∣ l2loss : 5.205652 ∣ 
[  epoch 0019/0030] 4190/4800, lr:1.3e-05 ∣ avg_100 : 5.203933 ∣ l2loss : 5.219602 ∣ 
[  epoch 0019/0030] 4200/4800, lr:1.3e-05 ∣ avg_100 : 5.202086 ∣ l2loss : 5.084989 ∣ 
[  epoch 0019/0030] 4210/4800, lr:1.3e-05 ∣ avg_100 : 5.199006 ∣ l2loss : 5.020440 ∣ 
[  epoch 0019/0030] 4220/4800, lr:1.3e-05 ∣ avg_100 : 5.198474 ∣ l2loss : 5.008793 ∣ 
[  epoch 0019/0030] 4230/4800, lr:1.3e-05 ∣ avg_100 : 5.198103 ∣ l2loss : 5.283554 ∣ 
[  epoch 0019/0030] 4240/4800, lr:1.3e-05 ∣ avg_100 : 5.198128 ∣ l2loss : 5.222320 ∣ 
[  epoch 0019/0030] 4250/4800, lr:1.3e-05 ∣ avg_100 : 5.200274 ∣ l2loss : 5.283105 ∣ 
[  epoch 0019/0030] 4260/4800, lr:1.3e-05 ∣ avg_100 : 5.197752 ∣ l2loss : 5.030471 ∣ 
[  epoch 0019/0030] 4270/4800, lr:1.3e-05 ∣ avg_100 : 5.196969 ∣ l2loss : 5.254016 ∣ 
[  epoch 0019/0030] 4280/4800, lr:1.3e-05 ∣ avg_100 : 5.198560 ∣ l2loss : 5.374857 ∣ 
[  epoch 0019/0030] 4290/4800, lr:1.3e-05 ∣ avg_100 : 5.197824 ∣ l2loss : 5.019002 ∣ 
[  epoch 0019/0030] 4300/4800, lr:1.3e-05 ∣ avg_100 : 5.197468 ∣ l2loss : 5.211475 ∣ 
[  epoch 0019/0030] 4310/4800, lr:1.3e-05 ∣ avg_100 : 5.197864 ∣ l2loss : 5.430039 ∣ 
[  epoch 0019/0030] 4320/4800, lr:1.3e-05 ∣ avg_100 : 5.200090 ∣ l2loss : 5.390096 ∣ 
[  epoch 0019/0030] 4330/4800, lr:1.3e-05 ∣ avg_100 : 5.198353 ∣ l2loss : 5.125900 ∣ 
[  epoch 0019/0030] 4340/4800, lr:1.3e-05 ∣ avg_100 : 5.199847 ∣ l2loss : 5.323410 ∣ 
[  epoch 0019/0030] 4350/4800, lr:1.3e-05 ∣ avg_100 : 5.200479 ∣ l2loss : 5.174692 ∣ 
[  epoch 0019/0030] 4360/4800, lr:1.3e-05 ∣ avg_100 : 5.201485 ∣ l2loss : 5.210829 ∣ 
[  epoch 0019/0030] 4370/4800, lr:1.3e-05 ∣ avg_100 : 5.200322 ∣ l2loss : 5.016523 ∣ 
[  epoch 0019/0030] 4380/4800, lr:1.3e-05 ∣ avg_100 : 5.200321 ∣ l2loss : 5.274757 ∣ 
[  epoch 0019/0030] 4390/4800, lr:1.3e-05 ∣ avg_100 : 5.197528 ∣ l2loss : 5.124713 ∣ 
[  epoch 0019/0030] 4400/4800, lr:1.3e-05 ∣ avg_100 : 5.198794 ∣ l2loss : 5.195820 ∣ 
[  epoch 0019/0030] 4410/4800, lr:1.3e-05 ∣ avg_100 : 5.200760 ∣ l2loss : 5.321088 ∣ 
[  epoch 0019/0030] 4420/4800, lr:1.3e-05 ∣ avg_100 : 5.201846 ∣ l2loss : 5.214871 ∣ 
[  epoch 0019/0030] 4430/4800, lr:1.3e-05 ∣ avg_100 : 5.205292 ∣ l2loss : 5.386539 ∣ 
[  epoch 0019/0030] 4440/4800, lr:1.3e-05 ∣ avg_100 : 5.208366 ∣ l2loss : 5.201119 ∣ 
[  epoch 0019/0030] 4450/4800, lr:1.3e-05 ∣ avg_100 : 5.207128 ∣ l2loss : 4.973732 ∣ 
[  epoch 0019/0030] 4460/4800, lr:1.3e-05 ∣ avg_100 : 5.208643 ∣ l2loss : 5.259605 ∣ 
[  epoch 0019/0030] 4470/4800, lr:1.3e-05 ∣ avg_100 : 5.205529 ∣ l2loss : 5.153016 ∣ 
[  epoch 0019/0030] 4480/4800, lr:1.3e-05 ∣ avg_100 : 5.206468 ∣ l2loss : 5.247675 ∣ 
[  epoch 0019/0030] 4490/4800, lr:1.3e-05 ∣ avg_100 : 5.205224 ∣ l2loss : 5.043919 ∣ 
[  epoch 0019/0030] 4500/4800, lr:1.3e-05 ∣ avg_100 : 5.206625 ∣ l2loss : 5.269439 ∣ 
[  epoch 0019/0030] 4510/4800, lr:1.3e-05 ∣ avg_100 : 5.204565 ∣ l2loss : 5.220802 ∣ 
[  epoch 0019/0030] 4520/4800, lr:1.3e-05 ∣ avg_100 : 5.204509 ∣ l2loss : 5.125390 ∣ 
[  epoch 0019/0030] 4530/4800, lr:1.3e-05 ∣ avg_100 : 5.206030 ∣ l2loss : 5.386911 ∣ 
[  epoch 0019/0030] 4540/4800, lr:1.3e-05 ∣ avg_100 : 5.204484 ∣ l2loss : 5.244010 ∣ 
[  epoch 0019/0030] 4550/4800, lr:1.3e-05 ∣ avg_100 : 5.204436 ∣ l2loss : 5.268429 ∣ 
[  epoch 0019/0030] 4560/4800, lr:1.3e-05 ∣ avg_100 : 5.207080 ∣ l2loss : 5.186562 ∣ 
[  epoch 0019/0030] 4570/4800, lr:1.3e-05 ∣ avg_100 : 5.208500 ∣ l2loss : 5.265097 ∣ 
[  epoch 0019/0030] 4580/4800, lr:1.3e-05 ∣ avg_100 : 5.211102 ∣ l2loss : 5.396528 ∣ 
[  epoch 0019/0030] 4590/4800, lr:1.3e-05 ∣ avg_100 : 5.212324 ∣ l2loss : 5.315279 ∣ 
[  epoch 0019/0030] 4600/4800, lr:1.3e-05 ∣ avg_100 : 5.212412 ∣ l2loss : 5.313018 ∣ 
[  epoch 0019/0030] 4610/4800, lr:1.3e-05 ∣ avg_100 : 5.209946 ∣ l2loss : 5.026882 ∣ 
[  epoch 0019/0030] 4620/4800, lr:1.3e-05 ∣ avg_100 : 5.210088 ∣ l2loss : 5.229428 ∣ 
[  epoch 0019/0030] 4630/4800, lr:1.3e-05 ∣ avg_100 : 5.209121 ∣ l2loss : 5.270953 ∣ 
[  epoch 0019/0030] 4640/4800, lr:1.3e-05 ∣ avg_100 : 5.210948 ∣ l2loss : 5.303338 ∣ 
[  epoch 0019/0030] 4650/4800, lr:1.3e-05 ∣ avg_100 : 5.210916 ∣ l2loss : 5.354130 ∣ 
[  epoch 0019/0030] 4660/4800, lr:1.3e-05 ∣ avg_100 : 5.208352 ∣ l2loss : 5.204498 ∣ 
[  epoch 0019/0030] 4670/4800, lr:1.3e-05 ∣ avg_100 : 5.210204 ∣ l2loss : 5.328030 ∣ 
[  epoch 0019/0030] 4680/4800, lr:1.3e-05 ∣ avg_100 : 5.213970 ∣ l2loss : 5.469717 ∣ 
[  epoch 0019/0030] 4690/4800, lr:1.3e-05 ∣ avg_100 : 5.215967 ∣ l2loss : 5.515724 ∣ 
[  epoch 0019/0030] 4700/4800, lr:1.3e-05 ∣ avg_100 : 5.215356 ∣ l2loss : 5.038229 ∣ 
[  epoch 0019/0030] 4710/4800, lr:1.3e-05 ∣ avg_100 : 5.219087 ∣ l2loss : 5.454000 ∣ 
[  epoch 0019/0030] 4720/4800, lr:1.3e-05 ∣ avg_100 : 5.220603 ∣ l2loss : 5.357472 ∣ 
[  epoch 0019/0030] 4730/4800, lr:1.3e-05 ∣ avg_100 : 5.220530 ∣ l2loss : 5.152499 ∣ 
[  epoch 0019/0030] 4740/4800, lr:1.3e-05 ∣ avg_100 : 5.220377 ∣ l2loss : 5.273998 ∣ 
[  epoch 0019/0030] 4750/4800, lr:1.3e-05 ∣ avg_100 : 5.220697 ∣ l2loss : 5.437210 ∣ 
[  epoch 0019/0030] 4760/4800, lr:1.3e-05 ∣ avg_100 : 5.221803 ∣ l2loss : 5.262482 ∣ 
[  epoch 0019/0030] 4770/4800, lr:1.3e-05 ∣ avg_100 : 5.224115 ∣ l2loss : 5.407982 ∣ 
[  epoch 0019/0030] 4780/4800, lr:1.3e-05 ∣ avg_100 : 5.226216 ∣ l2loss : 5.616469 ∣ 
[  epoch 0019/0030] 4790/4800, lr:1.3e-05 ∣ avg_100 : 5.227118 ∣ l2loss : 5.375293 ∣ 
[  epoch 0019/0030] 4800/4800, lr:1.3e-05 ∣ avg_100 : 5.231094 ∣ l2loss : 5.391956 ∣ 
[    val 019    ] Done! PSNR : 36.28 dB, SSIM : 0.923total: 23:22:33                    
[  epoch 0020/0030] 0010/4800, lr:1.3e-05 ∣ avg_100 : 5.230294 ∣ l2loss : 5.213583 ∣ 
[  epoch 0020/0030] 0020/4800, lr:1.3e-05 ∣ avg_100 : 5.229951 ∣ l2loss : 5.327809 ∣ 
[  epoch 0020/0030] 0030/4800, lr:1.3e-05 ∣ avg_100 : 5.231142 ∣ l2loss : 5.339350 ∣ 
[  epoch 0020/0030] 0040/4800, lr:1.3e-05 ∣ avg_100 : 5.227680 ∣ l2loss : 4.889181 ∣ 
[  epoch 0020/0030] 0050/4800, lr:1.3e-05 ∣ avg_100 : 5.225971 ∣ l2loss : 5.197547 ∣ 
[  epoch 0020/0030] 0060/4800, lr:1.3e-05 ∣ avg_100 : 5.227399 ∣ l2loss : 5.405514 ∣ 
[  epoch 0020/0030] 0070/4800, lr:1.3e-05 ∣ avg_100 : 5.229727 ∣ l2loss : 5.079607 ∣ 
[  epoch 0020/0030] 0080/4800, lr:1.3e-05 ∣ avg_100 : 5.230061 ∣ l2loss : 5.153438 ∣ 
[  epoch 0020/0030] 0090/4800, lr:1.3e-05 ∣ avg_100 : 5.227763 ∣ l2loss : 5.317066 ∣ 
[  epoch 0020/0030] 0100/4800, lr:1.3e-05 ∣ avg_100 : 5.229147 ∣ l2loss : 5.333252 ∣ 
[  epoch 0020/0030] 0110/4800, lr:1.3e-05 ∣ avg_100 : 5.231889 ∣ l2loss : 5.423816 ∣ 
[  epoch 0020/0030] 0120/4800, lr:1.3e-05 ∣ avg_100 : 5.235839 ∣ l2loss : 5.506481 ∣ 
[  epoch 0020/0030] 0130/4800, lr:1.3e-05 ∣ avg_100 : 5.237812 ∣ l2loss : 5.233438 ∣ 
[  epoch 0020/0030] 0140/4800, lr:1.3e-05 ∣ avg_100 : 5.239288 ∣ l2loss : 5.334502 ∣ 
[  epoch 0020/0030] 0150/4800, lr:1.3e-05 ∣ avg_100 : 5.238720 ∣ l2loss : 4.920285 ∣ 
[  epoch 0020/0030] 0160/4800, lr:1.3e-05 ∣ avg_100 : 5.241874 ∣ l2loss : 5.383796 ∣ 
[  epoch 0020/0030] 0170/4800, lr:1.3e-05 ∣ avg_100 : 5.243066 ∣ l2loss : 5.325924 ∣ 
[  epoch 0020/0030] 0180/4800, lr:1.3e-05 ∣ avg_100 : 5.241663 ∣ l2loss : 5.141401 ∣ 
[  epoch 0020/0030] 0190/4800, lr:1.3e-05 ∣ avg_100 : 5.241260 ∣ l2loss : 5.256219 ∣ 
[  epoch 0020/0030] 0200/4800, lr:1.3e-05 ∣ avg_100 : 5.240711 ∣ l2loss : 4.987250 ∣ 
[  epoch 0020/0030] 0210/4800, lr:1.3e-05 ∣ avg_100 : 5.242166 ∣ l2loss : 5.471191 ∣ 
[  epoch 0020/0030] 0220/4800, lr:1.3e-05 ∣ avg_100 : 5.244331 ∣ l2loss : 5.385148 ∣ 
[  epoch 0020/0030] 0230/4800, lr:1.3e-05 ∣ avg_100 : 5.245014 ∣ l2loss : 5.055019 ∣ 
[  epoch 0020/0030] 0240/4800, lr:1.3e-05 ∣ avg_100 : 5.242476 ∣ l2loss : 5.055136 ∣ 
[  epoch 0020/0030] 0250/4800, lr:1.3e-05 ∣ avg_100 : 5.245743 ∣ l2loss : 5.513282 ∣ 
[  epoch 0020/0030] 0260/4800, lr:1.3e-05 ∣ avg_100 : 5.248753 ∣ l2loss : 5.461036 ∣ 
[  epoch 0020/0030] 0270/4800, lr:1.3e-05 ∣ avg_100 : 5.251295 ∣ l2loss : 5.337513 ∣ 
[  epoch 0020/0030] 0280/4800, lr:1.3e-05 ∣ avg_100 : 5.255502 ∣ l2loss : 5.358724 ∣ 
[  epoch 0020/0030] 0290/4800, lr:1.3e-05 ∣ avg_100 : 5.254267 ∣ l2loss : 5.145087 ∣ 
[  epoch 0020/0030] 0300/4800, lr:1.3e-05 ∣ avg_100 : 5.254496 ∣ l2loss : 5.379409 ∣ 
[  epoch 0020/0030] 0310/4800, lr:1.3e-05 ∣ avg_100 : 5.249483 ∣ l2loss : 4.895990 ∣ 
[  epoch 0020/0030] 0320/4800, lr:1.3e-05 ∣ avg_100 : 5.250413 ∣ l2loss : 5.385262 ∣ 
[  epoch 0020/0030] 0330/4800, lr:1.3e-05 ∣ avg_100 : 5.247963 ∣ l2loss : 4.870365 ∣ 
[  epoch 0020/0030] 0340/4800, lr:1.3e-05 ∣ avg_100 : 5.248510 ∣ l2loss : 5.339008 ∣ 
[  epoch 0020/0030] 0350/4800, lr:1.3e-05 ∣ avg_100 : 5.249136 ∣ l2loss : 5.384678 ∣ 
[  epoch 0020/0030] 0360/4800, lr:1.3e-05 ∣ avg_100 : 5.248879 ∣ l2loss : 5.267961 ∣ 
[  epoch 0020/0030] 0370/4800, lr:1.3e-05 ∣ avg_100 : 5.251230 ∣ l2loss : 5.300365 ∣ 
[  epoch 0020/0030] 0380/4800, lr:1.3e-05 ∣ avg_100 : 5.249842 ∣ l2loss : 5.066894 ∣ 
[  epoch 0020/0030] 0390/4800, lr:1.3e-05 ∣ avg_100 : 5.248862 ∣ l2loss : 5.121556 ∣ 
[  epoch 0020/0030] 0400/4800, lr:1.3e-05 ∣ avg_100 : 5.251189 ∣ l2loss : 5.317678 ∣ 
[  epoch 0020/0030] 0410/4800, lr:1.3e-05 ∣ avg_100 : 5.253061 ∣ l2loss : 5.207609 ∣ 
[  epoch 0020/0030] 0420/4800, lr:1.3e-05 ∣ avg_100 : 5.254807 ∣ l2loss : 5.183415 ∣ 
[  epoch 0020/0030] 0430/4800, lr:1.3e-05 ∣ avg_100 : 5.253807 ∣ l2loss : 5.183570 ∣ 
[  epoch 0020/0030] 0440/4800, lr:1.3e-05 ∣ avg_100 : 5.253167 ∣ l2loss : 5.158305 ∣ 
[  epoch 0020/0030] 0450/4800, lr:1.3e-05 ∣ avg_100 : 5.252203 ∣ l2loss : 5.186689 ∣ 
[  epoch 0020/0030] 0460/4800, lr:1.3e-05 ∣ avg_100 : 5.253362 ∣ l2loss : 5.146400 ∣ 
[  epoch 0020/0030] 0470/4800, lr:1.3e-05 ∣ avg_100 : 5.255296 ∣ l2loss : 5.447395 ∣ 
[  epoch 0020/0030] 0480/4800, lr:1.3e-05 ∣ avg_100 : 5.250310 ∣ l2loss : 4.876236 ∣ 
[  epoch 0020/0030] 0490/4800, lr:1.3e-05 ∣ avg_100 : 5.251757 ∣ l2loss : 5.163784 ∣ 
[  epoch 0020/0030] 0500/4800, lr:1.3e-05 ∣ avg_100 : 5.250993 ∣ l2loss : 5.135009 ∣ 
[  epoch 0020/0030] 0510/4800, lr:1.3e-05 ∣ avg_100 : 5.250871 ∣ l2loss : 5.417826 ∣ 
[  epoch 0020/0030] 0520/4800, lr:1.3e-05 ∣ avg_100 : 5.249244 ∣ l2loss : 5.227443 ∣ 
[  epoch 0020/0030] 0530/4800, lr:1.3e-05 ∣ avg_100 : 5.250068 ∣ l2loss : 5.208252 ∣ 
[  epoch 0020/0030] 0540/4800, lr:1.3e-05 ∣ avg_100 : 5.250913 ∣ l2loss : 5.407945 ∣ 
[  epoch 0020/0030] 0550/4800, lr:1.3e-05 ∣ avg_100 : 5.253819 ∣ l2loss : 5.465305 ∣ 
[  epoch 0020/0030] 0560/4800, lr:1.3e-05 ∣ avg_100 : 5.252046 ∣ l2loss : 5.033502 ∣ 
[  epoch 0020/0030] 0570/4800, lr:1.3e-05 ∣ avg_100 : 5.253950 ∣ l2loss : 5.206953 ∣ 
[  epoch 0020/0030] 0580/4800, lr:1.3e-05 ∣ avg_100 : 5.252674 ∣ l2loss : 5.147173 ∣ 
[  epoch 0020/0030] 0590/4800, lr:1.3e-05 ∣ avg_100 : 5.254166 ∣ l2loss : 5.273866 ∣ 
[  epoch 0020/0030] 0600/4800, lr:1.3e-05 ∣ avg_100 : 5.253097 ∣ l2loss : 5.088978 ∣ 
[  epoch 0020/0030] 0610/4800, lr:1.3e-05 ∣ avg_100 : 5.252764 ∣ l2loss : 5.287767 ∣ 
[  epoch 0020/0030] 0620/4800, lr:1.3e-05 ∣ avg_100 : 5.251263 ∣ l2loss : 5.064723 ∣ 
[  epoch 0020/0030] 0630/4800, lr:1.3e-05 ∣ avg_100 : 5.248791 ∣ l2loss : 5.139375 ∣ 
[  epoch 0020/0030] 0640/4800, lr:1.3e-05 ∣ avg_100 : 5.249061 ∣ l2loss : 5.228164 ∣ 
[  epoch 0020/0030] 0650/4800, lr:1.3e-05 ∣ avg_100 : 5.253660 ∣ l2loss : 5.433545 ∣ 
[  epoch 0020/0030] 0660/4800, lr:1.3e-05 ∣ avg_100 : 5.254949 ∣ l2loss : 5.388580 ∣ 
[  epoch 0020/0030] 0670/4800, lr:1.3e-05 ∣ avg_100 : 5.258132 ∣ l2loss : 5.471277 ∣ 
[  epoch 0020/0030] 0680/4800, lr:1.3e-05 ∣ avg_100 : 5.259695 ∣ l2loss : 5.404022 ∣ 
[  epoch 0020/0030] 0690/4800, lr:1.3e-05 ∣ avg_100 : 5.259719 ∣ l2loss : 5.046303 ∣ 
[  epoch 0020/0030] 0700/4800, lr:1.3e-05 ∣ avg_100 : 5.259775 ∣ l2loss : 5.274976 ∣ 
[  epoch 0020/0030] 0710/4800, lr:1.3e-05 ∣ avg_100 : 5.257835 ∣ l2loss : 5.026883 ∣ 
[  epoch 0020/0030] 0720/4800, lr:1.3e-05 ∣ avg_100 : 5.258276 ∣ l2loss : 5.169407 ∣ 
[  epoch 0020/0030] 0730/4800, lr:1.3e-05 ∣ avg_100 : 5.254786 ∣ l2loss : 5.037935 ∣ 
[  epoch 0020/0030] 0740/4800, lr:1.3e-05 ∣ avg_100 : 5.252376 ∣ l2loss : 5.003066 ∣ 
[  epoch 0020/0030] 0750/4800, lr:1.3e-05 ∣ avg_100 : 5.252117 ∣ l2loss : 5.242458 ∣ 
[  epoch 0020/0030] 0760/4800, lr:1.3e-05 ∣ avg_100 : 5.252572 ∣ l2loss : 5.232075 ∣ 
[  epoch 0020/0030] 0770/4800, lr:1.3e-05 ∣ avg_100 : 5.249862 ∣ l2loss : 4.994155 ∣ 
[  epoch 0020/0030] 0780/4800, lr:1.3e-05 ∣ avg_100 : 5.247935 ∣ l2loss : 5.203807 ∣ 
[  epoch 0020/0030] 0790/4800, lr:1.3e-05 ∣ avg_100 : 5.248039 ∣ l2loss : 5.325665 ∣ 
[  epoch 0020/0030] 0800/4800, lr:1.3e-05 ∣ avg_100 : 5.248527 ∣ l2loss : 5.361828 ∣ 
[  epoch 0020/0030] 0810/4800, lr:1.3e-05 ∣ avg_100 : 5.249845 ∣ l2loss : 5.158661 ∣ 
[  epoch 0020/0030] 0820/4800, lr:1.3e-05 ∣ avg_100 : 5.250301 ∣ l2loss : 5.275050 ∣ 
[  epoch 0020/0030] 0830/4800, lr:1.3e-05 ∣ avg_100 : 5.250383 ∣ l2loss : 5.279176 ∣ 
[  epoch 0020/0030] 0840/4800, lr:1.3e-05 ∣ avg_100 : 5.248550 ∣ l2loss : 5.120024 ∣ 
[  epoch 0020/0030] 0850/4800, lr:1.3e-05 ∣ avg_100 : 5.247314 ∣ l2loss : 5.230527 ∣ 
[  epoch 0020/0030] 0860/4800, lr:1.3e-05 ∣ avg_100 : 5.246938 ∣ l2loss : 5.166873 ∣ 
[  epoch 0020/0030] 0870/4800, lr:1.3e-05 ∣ avg_100 : 5.246415 ∣ l2loss : 5.275708 ∣ 
[  epoch 0020/0030] 0880/4800, lr:1.3e-05 ∣ avg_100 : 5.243229 ∣ l2loss : 5.151102 ∣ 
[  epoch 0020/0030] 0890/4800, lr:1.3e-05 ∣ avg_100 : 5.239792 ∣ l2loss : 5.172099 ∣ 
[  epoch 0020/0030] 0900/4800, lr:1.3e-05 ∣ avg_100 : 5.241236 ∣ l2loss : 5.182589 ∣ 
[  epoch 0020/0030] 0910/4800, lr:1.3e-05 ∣ avg_100 : 5.239031 ∣ l2loss : 5.233491 ∣ 
[  epoch 0020/0030] 0920/4800, lr:1.3e-05 ∣ avg_100 : 5.237762 ∣ l2loss : 5.230586 ∣ 
[  epoch 0020/0030] 0930/4800, lr:1.3e-05 ∣ avg_100 : 5.235609 ∣ l2loss : 4.937219 ∣ 
[  epoch 0020/0030] 0940/4800, lr:1.3e-05 ∣ avg_100 : 5.236062 ∣ l2loss : 5.319229 ∣ 
[  epoch 0020/0030] 0950/4800, lr:1.3e-05 ∣ avg_100 : 5.232693 ∣ l2loss : 5.100377 ∣ 
[  epoch 0020/0030] 0960/4800, lr:1.3e-05 ∣ avg_100 : 5.230723 ∣ l2loss : 5.065444 ∣ 
[  epoch 0020/0030] 0970/4800, lr:1.3e-05 ∣ avg_100 : 5.228024 ∣ l2loss : 5.138077 ∣ 
[  epoch 0020/0030] 0980/4800, lr:1.3e-05 ∣ avg_100 : 5.225281 ∣ l2loss : 5.342172 ∣ 
[  epoch 0020/0030] 0990/4800, lr:1.3e-05 ∣ avg_100 : 5.222433 ∣ l2loss : 5.090511 ∣ 
[  epoch 0020/0030] 1000/4800, lr:1.3e-05 ∣ avg_100 : 5.220385 ∣ l2loss : 5.187125 ∣ 
[  epoch 0020/0030] 1010/4800, lr:1.3e-05 ∣ avg_100 : 5.218917 ∣ l2loss : 5.066792 ∣ 
[  epoch 0020/0030] 1020/4800, lr:1.3e-05 ∣ avg_100 : 5.218204 ∣ l2loss : 5.256516 ∣ 
[  epoch 0020/0030] 1030/4800, lr:1.3e-05 ∣ avg_100 : 5.216690 ∣ l2loss : 5.187984 ∣ 
[  epoch 0020/0030] 1040/4800, lr:1.3e-05 ∣ avg_100 : 5.218865 ∣ l2loss : 5.106664 ∣ 
[  epoch 0020/0030] 1050/4800, lr:1.3e-05 ∣ avg_100 : 5.220356 ∣ l2loss : 5.346615 ∣ 
[  epoch 0020/0030] 1060/4800, lr:1.3e-05 ∣ avg_100 : 5.217802 ∣ l2loss : 5.150090 ∣ 
[  epoch 0020/0030] 1070/4800, lr:1.3e-05 ∣ avg_100 : 5.218703 ∣ l2loss : 5.169761 ∣ 
[  epoch 0020/0030] 1080/4800, lr:1.3e-05 ∣ avg_100 : 5.220372 ∣ l2loss : 5.320338 ∣ 
[  epoch 0020/0030] 1090/4800, lr:1.3e-05 ∣ avg_100 : 5.220071 ∣ l2loss : 5.286979 ∣ 
[  epoch 0020/0030] 1100/4800, lr:1.3e-05 ∣ avg_100 : 5.218733 ∣ l2loss : 5.199429 ∣ 
[  epoch 0020/0030] 1110/4800, lr:1.3e-05 ∣ avg_100 : 5.216530 ∣ l2loss : 5.203564 ∣ 
[  epoch 0020/0030] 1120/4800, lr:1.3e-05 ∣ avg_100 : 5.213236 ∣ l2loss : 5.177029 ∣ 
[  epoch 0020/0030] 1130/4800, lr:1.3e-05 ∣ avg_100 : 5.212143 ∣ l2loss : 5.124101 ∣ 
[  epoch 0020/0030] 1140/4800, lr:1.3e-05 ∣ avg_100 : 5.210542 ∣ l2loss : 5.174443 ∣ 
[  epoch 0020/0030] 1150/4800, lr:1.3e-05 ∣ avg_100 : 5.213245 ∣ l2loss : 5.190617 ∣ 
[  epoch 0020/0030] 1160/4800, lr:1.3e-05 ∣ avg_100 : 5.212753 ∣ l2loss : 5.334566 ∣ 
[  epoch 0020/0030] 1170/4800, lr:1.3e-05 ∣ avg_100 : 5.212510 ∣ l2loss : 5.301581 ∣ 
[  epoch 0020/0030] 1180/4800, lr:1.3e-05 ∣ avg_100 : 5.213942 ∣ l2loss : 5.284633 ∣ 
[  epoch 0020/0030] 1190/4800, lr:1.3e-05 ∣ avg_100 : 5.212644 ∣ l2loss : 5.126473 ∣ 
[  epoch 0020/0030] 1200/4800, lr:1.3e-05 ∣ avg_100 : 5.212165 ∣ l2loss : 4.939296 ∣ 
[  epoch 0020/0030] 1210/4800, lr:1.3e-05 ∣ avg_100 : 5.209189 ∣ l2loss : 5.173615 ∣ 
[  epoch 0020/0030] 1220/4800, lr:1.3e-05 ∣ avg_100 : 5.204858 ∣ l2loss : 4.952023 ∣ 
[  epoch 0020/0030] 1230/4800, lr:1.3e-05 ∣ avg_100 : 5.207787 ∣ l2loss : 5.347919 ∣ 
[  epoch 0020/0030] 1240/4800, lr:1.3e-05 ∣ avg_100 : 5.212205 ∣ l2loss : 5.496976 ∣ 
[  epoch 0020/0030] 1250/4800, lr:1.3e-05 ∣ avg_100 : 5.209783 ∣ l2loss : 5.271100 ∣ 
[  epoch 0020/0030] 1260/4800, lr:1.3e-05 ∣ avg_100 : 5.206190 ∣ l2loss : 5.101643 ∣ 
[  epoch 0020/0030] 1270/4800, lr:1.3e-05 ∣ avg_100 : 5.205164 ∣ l2loss : 5.234919 ∣ 
[  epoch 0020/0030] 1280/4800, lr:1.3e-05 ∣ avg_100 : 5.205845 ∣ l2loss : 5.426838 ∣ 
[  epoch 0020/0030] 1290/4800, lr:1.3e-05 ∣ avg_100 : 5.206405 ∣ l2loss : 5.201157 ∣ 
[  epoch 0020/0030] 1300/4800, lr:1.3e-05 ∣ avg_100 : 5.203349 ∣ l2loss : 5.073813 ∣ 
[  epoch 0020/0030] 1310/4800, lr:1.3e-05 ∣ avg_100 : 5.207594 ∣ l2loss : 5.320452 ∣ 
[  epoch 0020/0030] 1320/4800, lr:1.3e-05 ∣ avg_100 : 5.205831 ∣ l2loss : 5.209004 ∣ 
[  epoch 0020/0030] 1330/4800, lr:1.3e-05 ∣ avg_100 : 5.209888 ∣ l2loss : 5.275986 ∣ 
[  epoch 0020/0030] 1340/4800, lr:1.3e-05 ∣ avg_100 : 5.210062 ∣ l2loss : 5.356453 ∣ 
[  epoch 0020/0030] 1350/4800, lr:1.3e-05 ∣ avg_100 : 5.206056 ∣ l2loss : 4.984083 ∣ 
[  epoch 0020/0030] 1360/4800, lr:1.3e-05 ∣ avg_100 : 5.205951 ∣ l2loss : 5.257475 ∣ 
[  epoch 0020/0030] 1370/4800, lr:1.3e-05 ∣ avg_100 : 5.204082 ∣ l2loss : 5.113399 ∣ 
[  epoch 0020/0030] 1380/4800, lr:1.3e-05 ∣ avg_100 : 5.204371 ∣ l2loss : 5.095844 ∣ 
[  epoch 0020/0030] 1390/4800, lr:1.3e-05 ∣ avg_100 : 5.203107 ∣ l2loss : 4.995129 ∣ 
[  epoch 0020/0030] 1400/4800, lr:1.3e-05 ∣ avg_100 : 5.201483 ∣ l2loss : 5.155312 ∣ 
[  epoch 0020/0030] 1410/4800, lr:1.3e-05 ∣ avg_100 : 5.203357 ∣ l2loss : 5.395034 ∣ 
[  epoch 0020/0030] 1420/4800, lr:1.3e-05 ∣ avg_100 : 5.202154 ∣ l2loss : 5.063028 ∣ 
[  epoch 0020/0030] 1430/4800, lr:1.3e-05 ∣ avg_100 : 5.201668 ∣ l2loss : 5.135033 ∣ 
[  epoch 0020/0030] 1440/4800, lr:1.3e-05 ∣ avg_100 : 5.202750 ∣ l2loss : 5.266515 ∣ 
[  epoch 0020/0030] 1450/4800, lr:1.3e-05 ∣ avg_100 : 5.204433 ∣ l2loss : 5.354980 ∣ 
[  epoch 0020/0030] 1460/4800, lr:1.3e-05 ∣ avg_100 : 5.203062 ∣ l2loss : 5.009281 ∣ 
[  epoch 0020/0030] 1470/4800, lr:1.3e-05 ∣ avg_100 : 5.199461 ∣ l2loss : 5.087270 ∣ 
[  epoch 0020/0030] 1480/4800, lr:1.3e-05 ∣ avg_100 : 5.203067 ∣ l2loss : 5.236855 ∣ 
[  epoch 0020/0030] 1490/4800, lr:1.3e-05 ∣ avg_100 : 5.203685 ∣ l2loss : 5.225566 ∣ 
[  epoch 0020/0030] 1500/4800, lr:1.3e-05 ∣ avg_100 : 5.205887 ∣ l2loss : 5.355190 ∣ 
[  epoch 0020/0030] 1510/4800, lr:1.3e-05 ∣ avg_100 : 5.203986 ∣ l2loss : 5.227816 ∣ 
[  epoch 0020/0030] 1520/4800, lr:1.3e-05 ∣ avg_100 : 5.204154 ∣ l2loss : 5.244197 ∣ 
[  epoch 0020/0030] 1530/4800, lr:1.3e-05 ∣ avg_100 : 5.201920 ∣ l2loss : 4.984878 ∣ 
[  epoch 0020/0030] 1540/4800, lr:1.3e-05 ∣ avg_100 : 5.199783 ∣ l2loss : 5.194223 ∣ 
[  epoch 0020/0030] 1550/4800, lr:1.3e-05 ∣ avg_100 : 5.196982 ∣ l2loss : 5.185172 ∣ 
[  epoch 0020/0030] 1560/4800, lr:1.3e-05 ∣ avg_100 : 5.197260 ∣ l2loss : 5.061373 ∣ 
[  epoch 0020/0030] 1570/4800, lr:1.3e-05 ∣ avg_100 : 5.196188 ∣ l2loss : 5.099743 ∣ 
[  epoch 0020/0030] 1580/4800, lr:1.3e-05 ∣ avg_100 : 5.195481 ∣ l2loss : 5.076434 ∣ 
[  epoch 0020/0030] 1590/4800, lr:1.3e-05 ∣ avg_100 : 5.193856 ∣ l2loss : 5.111374 ∣ 
[  epoch 0020/0030] 1600/4800, lr:1.3e-05 ∣ avg_100 : 5.195679 ∣ l2loss : 5.271319 ∣ 
[  epoch 0020/0030] 1610/4800, lr:1.3e-05 ∣ avg_100 : 5.194758 ∣ l2loss : 5.195585 ∣ 
[  epoch 0020/0030] 1620/4800, lr:1.3e-05 ∣ avg_100 : 5.196622 ∣ l2loss : 5.251110 ∣ 
[  epoch 0020/0030] 1630/4800, lr:1.3e-05 ∣ avg_100 : 5.195889 ∣ l2loss : 5.066119 ∣ 
[  epoch 0020/0030] 1640/4800, lr:1.3e-05 ∣ avg_100 : 5.195545 ∣ l2loss : 5.193809 ∣ 
[  epoch 0020/0030] 1650/4800, lr:1.3e-05 ∣ avg_100 : 5.194799 ∣ l2loss : 5.358932 ∣ 
[  epoch 0020/0030] 1660/4800, lr:1.3e-05 ∣ avg_100 : 5.191725 ∣ l2loss : 5.081177 ∣ 
[  epoch 0020/0030] 1670/4800, lr:1.3e-05 ∣ avg_100 : 5.190387 ∣ l2loss : 5.337447 ∣ 
[  epoch 0020/0030] 1680/4800, lr:1.3e-05 ∣ avg_100 : 5.188835 ∣ l2loss : 5.248809 ∣ 
[  epoch 0020/0030] 1690/4800, lr:1.3e-05 ∣ avg_100 : 5.190454 ∣ l2loss : 5.208190 ∣ 
[  epoch 0020/0030] 1700/4800, lr:1.3e-05 ∣ avg_100 : 5.188218 ∣ l2loss : 5.051433 ∣ 
[  epoch 0020/0030] 1710/4800, lr:1.3e-05 ∣ avg_100 : 5.189872 ∣ l2loss : 5.192258 ∣ 
[  epoch 0020/0030] 1720/4800, lr:1.3e-05 ∣ avg_100 : 5.189880 ∣ l2loss : 5.170254 ∣ 
[  epoch 0020/0030] 1730/4800, lr:1.3e-05 ∣ avg_100 : 5.192006 ∣ l2loss : 5.250452 ∣ 
[  epoch 0020/0030] 1740/4800, lr:1.3e-05 ∣ avg_100 : 5.194308 ∣ l2loss : 5.233270 ∣ 
[  epoch 0020/0030] 1750/4800, lr:1.3e-05 ∣ avg_100 : 5.194753 ∣ l2loss : 5.286980 ∣ 
[  epoch 0020/0030] 1760/4800, lr:1.3e-05 ∣ avg_100 : 5.192596 ∣ l2loss : 5.016380 ∣ 
[  epoch 0020/0030] 1770/4800, lr:1.3e-05 ∣ avg_100 : 5.193538 ∣ l2loss : 5.088340 ∣ 
[  epoch 0020/0030] 1780/4800, lr:1.3e-05 ∣ avg_100 : 5.195534 ∣ l2loss : 5.403462 ∣ 
[  epoch 0020/0030] 1790/4800, lr:1.3e-05 ∣ avg_100 : 5.192718 ∣ l2loss : 5.044025 ∣ 
[  epoch 0020/0030] 1800/4800, lr:1.3e-05 ∣ avg_100 : 5.193191 ∣ l2loss : 5.409135 ∣ 
[  epoch 0020/0030] 1810/4800, lr:1.3e-05 ∣ avg_100 : 5.196177 ∣ l2loss : 5.457290 ∣ 
[  epoch 0020/0030] 1820/4800, lr:1.3e-05 ∣ avg_100 : 5.194953 ∣ l2loss : 5.152593 ∣ 
[  epoch 0020/0030] 1830/4800, lr:1.3e-05 ∣ avg_100 : 5.194529 ∣ l2loss : 5.236763 ∣ 
[  epoch 0020/0030] 1840/4800, lr:1.3e-05 ∣ avg_100 : 5.194101 ∣ l2loss : 5.077274 ∣ 
[  epoch 0020/0030] 1850/4800, lr:1.3e-05 ∣ avg_100 : 5.195649 ∣ l2loss : 5.385285 ∣ 
[  epoch 0020/0030] 1860/4800, lr:1.3e-05 ∣ avg_100 : 5.197157 ∣ l2loss : 5.317671 ∣ 
[  epoch 0020/0030] 1870/4800, lr:1.3e-05 ∣ avg_100 : 5.196772 ∣ l2loss : 5.237290 ∣ 
[  epoch 0020/0030] 1880/4800, lr:1.3e-05 ∣ avg_100 : 5.196281 ∣ l2loss : 5.101921 ∣ 
[  epoch 0020/0030] 1890/4800, lr:1.3e-05 ∣ avg_100 : 5.198237 ∣ l2loss : 5.367698 ∣ 
[  epoch 0020/0030] 1900/4800, lr:1.3e-05 ∣ avg_100 : 5.197894 ∣ l2loss : 5.148327 ∣ 
[  epoch 0020/0030] 1910/4800, lr:1.3e-05 ∣ avg_100 : 5.197456 ∣ l2loss : 5.189676 ∣ 
[  epoch 0020/0030] 1920/4800, lr:1.3e-05 ∣ avg_100 : 5.196733 ∣ l2loss : 5.158340 ∣ 
[  epoch 0020/0030] 1930/4800, lr:1.3e-05 ∣ avg_100 : 5.198445 ∣ l2loss : 5.108355 ∣ 
[  epoch 0020/0030] 1940/4800, lr:1.3e-05 ∣ avg_100 : 5.197448 ∣ l2loss : 5.219551 ∣ 
[  epoch 0020/0030] 1950/4800, lr:1.3e-05 ∣ avg_100 : 5.198971 ∣ l2loss : 5.252650 ∣ 
[  epoch 0020/0030] 1960/4800, lr:1.3e-05 ∣ avg_100 : 5.199238 ∣ l2loss : 5.092192 ∣ 
[  epoch 0020/0030] 1970/4800, lr:1.3e-05 ∣ avg_100 : 5.198261 ∣ l2loss : 5.040361 ∣ 
[  epoch 0020/0030] 1980/4800, lr:1.3e-05 ∣ avg_100 : 5.195538 ∣ l2loss : 5.069868 ∣ 
[  epoch 0020/0030] 1990/4800, lr:1.3e-05 ∣ avg_100 : 5.196983 ∣ l2loss : 5.235056 ∣ 
[  epoch 0020/0030] 2000/4800, lr:1.3e-05 ∣ avg_100 : 5.196717 ∣ l2loss : 5.160447 ∣ 
[  epoch 0020/0030] 2010/4800, lr:1.3e-05 ∣ avg_100 : 5.197934 ∣ l2loss : 5.188549 ∣ 
[  epoch 0020/0030] 2020/4800, lr:1.3e-05 ∣ avg_100 : 5.196576 ∣ l2loss : 5.120666 ∣ 
[  epoch 0020/0030] 2030/4800, lr:1.3e-05 ∣ avg_100 : 5.196409 ∣ l2loss : 5.171319 ∣ 
[  epoch 0020/0030] 2040/4800, lr:1.3e-05 ∣ avg_100 : 5.195682 ∣ l2loss : 5.033947 ∣ 
[  epoch 0020/0030] 2050/4800, lr:1.3e-05 ∣ avg_100 : 5.192673 ∣ l2loss : 5.045734 ∣ 
[  epoch 0020/0030] 2060/4800, lr:1.3e-05 ∣ avg_100 : 5.194557 ∣ l2loss : 5.338483 ∣ 
[  epoch 0020/0030] 2070/4800, lr:1.3e-05 ∣ avg_100 : 5.194224 ∣ l2loss : 5.136472 ∣ 
[  epoch 0020/0030] 2080/4800, lr:1.3e-05 ∣ avg_100 : 5.192623 ∣ l2loss : 5.160192 ∣ 
[  epoch 0020/0030] 2090/4800, lr:1.3e-05 ∣ avg_100 : 5.191569 ∣ l2loss : 5.181583 ∣ 
[  epoch 0020/0030] 2100/4800, lr:1.3e-05 ∣ avg_100 : 5.190122 ∣ l2loss : 5.054736 ∣ 
[  epoch 0020/0030] 2110/4800, lr:1.3e-05 ∣ avg_100 : 5.188934 ∣ l2loss : 5.084783 ∣ 
[  epoch 0020/0030] 2120/4800, lr:1.3e-05 ∣ avg_100 : 5.188306 ∣ l2loss : 5.114184 ∣ 
[  epoch 0020/0030] 2130/4800, lr:1.3e-05 ∣ avg_100 : 5.186743 ∣ l2loss : 4.967814 ∣ 
[  epoch 0020/0030] 2140/4800, lr:1.3e-05 ∣ avg_100 : 5.186685 ∣ l2loss : 5.168642 ∣ 
[  epoch 0020/0030] 2150/4800, lr:1.3e-05 ∣ avg_100 : 5.188782 ∣ l2loss : 5.400301 ∣ 
[  epoch 0020/0030] 2160/4800, lr:1.3e-05 ∣ avg_100 : 5.186784 ∣ l2loss : 5.134795 ∣ 
[  epoch 0020/0030] 2170/4800, lr:1.3e-05 ∣ avg_100 : 5.186046 ∣ l2loss : 5.227755 ∣ 
[  epoch 0020/0030] 2180/4800, lr:1.3e-05 ∣ avg_100 : 5.185256 ∣ l2loss : 5.205667 ∣ 
[  epoch 0020/0030] 2190/4800, lr:1.3e-05 ∣ avg_100 : 5.184153 ∣ l2loss : 5.016206 ∣ 
[  epoch 0020/0030] 2200/4800, lr:1.3e-05 ∣ avg_100 : 5.185166 ∣ l2loss : 5.040595 ∣ 
[  epoch 0020/0030] 2210/4800, lr:1.3e-05 ∣ avg_100 : 5.186452 ∣ l2loss : 5.302241 ∣ 
[  epoch 0020/0030] 2220/4800, lr:1.3e-05 ∣ avg_100 : 5.188683 ∣ l2loss : 5.175058 ∣ 
[  epoch 0020/0030] 2230/4800, lr:1.3e-05 ∣ avg_100 : 5.187572 ∣ l2loss : 5.236876 ∣ 
[  epoch 0020/0030] 2240/4800, lr:1.3e-05 ∣ avg_100 : 5.183786 ∣ l2loss : 5.118366 ∣ 
[  epoch 0020/0030] 2250/4800, lr:1.3e-05 ∣ avg_100 : 5.183037 ∣ l2loss : 5.196184 ∣ 
[  epoch 0020/0030] 2260/4800, lr:1.3e-05 ∣ avg_100 : 5.184918 ∣ l2loss : 5.289711 ∣ 
[  epoch 0020/0030] 2270/4800, lr:1.3e-05 ∣ avg_100 : 5.185422 ∣ l2loss : 5.285319 ∣ 
[  epoch 0020/0030] 2280/4800, lr:1.3e-05 ∣ avg_100 : 5.184253 ∣ l2loss : 5.309921 ∣ 
[  epoch 0020/0030] 2290/4800, lr:1.3e-05 ∣ avg_100 : 5.183705 ∣ l2loss : 5.146417 ∣ 
[  epoch 0020/0030] 2300/4800, lr:1.3e-05 ∣ avg_100 : 5.187811 ∣ l2loss : 5.484436 ∣ 
[  epoch 0020/0030] 2310/4800, lr:1.3e-05 ∣ avg_100 : 5.186499 ∣ l2loss : 5.189218 ∣ 
[  epoch 0020/0030] 2320/4800, lr:1.3e-05 ∣ avg_100 : 5.186238 ∣ l2loss : 5.182869 ∣ 
[  epoch 0020/0030] 2330/4800, lr:1.3e-05 ∣ avg_100 : 5.185138 ∣ l2loss : 5.165971 ∣ 
[  epoch 0020/0030] 2340/4800, lr:1.3e-05 ∣ avg_100 : 5.184184 ∣ l2loss : 5.261085 ∣ 
[  epoch 0020/0030] 2350/4800, lr:1.3e-05 ∣ avg_100 : 5.185865 ∣ l2loss : 5.152196 ∣ 
[  epoch 0020/0030] 2360/4800, lr:1.3e-05 ∣ avg_100 : 5.185896 ∣ l2loss : 5.260554 ∣ 
[  epoch 0020/0030] 2370/4800, lr:1.3e-05 ∣ avg_100 : 5.186701 ∣ l2loss : 5.193900 ∣ 
[  epoch 0020/0030] 2380/4800, lr:1.3e-05 ∣ avg_100 : 5.187131 ∣ l2loss : 5.138843 ∣ 
[  epoch 0020/0030] 2390/4800, lr:1.3e-05 ∣ avg_100 : 5.189160 ∣ l2loss : 5.198039 ∣ 
[  epoch 0020/0030] 2400/4800, lr:1.3e-05 ∣ avg_100 : 5.189583 ∣ l2loss : 5.197610 ∣ 
[  epoch 0020/0030] 2410/4800, lr:1.3e-05 ∣ avg_100 : 5.190507 ∣ l2loss : 5.487394 ∣ 
[  epoch 0020/0030] 2420/4800, lr:1.3e-05 ∣ avg_100 : 5.189196 ∣ l2loss : 4.931956 ∣ 
[  epoch 0020/0030] 2430/4800, lr:1.3e-05 ∣ avg_100 : 5.190482 ∣ l2loss : 5.263659 ∣ 
[  epoch 0020/0030] 2440/4800, lr:1.3e-05 ∣ avg_100 : 5.190568 ∣ l2loss : 5.275065 ∣ 
[  epoch 0020/0030] 2450/4800, lr:1.3e-05 ∣ avg_100 : 5.189718 ∣ l2loss : 5.270024 ∣ 
[  epoch 0020/0030] 2460/4800, lr:1.3e-05 ∣ avg_100 : 5.190215 ∣ l2loss : 5.058976 ∣ 
[  epoch 0020/0030] 2470/4800, lr:1.3e-05 ∣ avg_100 : 5.192320 ∣ l2loss : 5.297793 ∣ 
[  epoch 0020/0030] 2480/4800, lr:1.3e-05 ∣ avg_100 : 5.190393 ∣ l2loss : 5.044114 ∣ 
[  epoch 0020/0030] 2490/4800, lr:1.3e-05 ∣ avg_100 : 5.189942 ∣ l2loss : 5.180464 ∣ 
[  epoch 0020/0030] 2500/4800, lr:1.3e-05 ∣ avg_100 : 5.189129 ∣ l2loss : 5.273945 ∣ 
[  epoch 0020/0030] 2510/4800, lr:1.3e-05 ∣ avg_100 : 5.187783 ∣ l2loss : 5.093181 ∣ 
[  epoch 0020/0030] 2520/4800, lr:1.3e-05 ∣ avg_100 : 5.187515 ∣ l2loss : 5.217357 ∣ 
[  epoch 0020/0030] 2530/4800, lr:1.3e-05 ∣ avg_100 : 5.189634 ∣ l2loss : 5.196834 ∣ 
[  epoch 0020/0030] 2540/4800, lr:1.3e-05 ∣ avg_100 : 5.191382 ∣ l2loss : 5.369000 ∣ 
[  epoch 0020/0030] 2550/4800, lr:1.3e-05 ∣ avg_100 : 5.189591 ∣ l2loss : 5.006036 ∣ 
[  epoch 0020/0030] 2560/4800, lr:1.3e-05 ∣ avg_100 : 5.189570 ∣ l2loss : 5.059281 ∣ 
[  epoch 0020/0030] 2570/4800, lr:1.3e-05 ∣ avg_100 : 5.188599 ∣ l2loss : 5.002696 ∣ 
[  epoch 0020/0030] 2580/4800, lr:1.3e-05 ∣ avg_100 : 5.188350 ∣ l2loss : 5.051543 ∣ 
[  epoch 0020/0030] 2590/4800, lr:1.3e-05 ∣ avg_100 : 5.186678 ∣ l2loss : 4.944113 ∣ 
[  epoch 0020/0030] 2600/4800, lr:1.3e-05 ∣ avg_100 : 5.186104 ∣ l2loss : 5.213930 ∣ 
[  epoch 0020/0030] 2610/4800, lr:1.3e-05 ∣ avg_100 : 5.184580 ∣ l2loss : 5.043234 ∣ 
[  epoch 0020/0030] 2620/4800, lr:1.3e-05 ∣ avg_100 : 5.183096 ∣ l2loss : 5.102722 ∣ 
[  epoch 0020/0030] 2630/4800, lr:1.3e-05 ∣ avg_100 : 5.186056 ∣ l2loss : 5.362088 ∣ 
[  epoch 0020/0030] 2640/4800, lr:1.3e-05 ∣ avg_100 : 5.184924 ∣ l2loss : 5.080580 ∣ 
[  epoch 0020/0030] 2650/4800, lr:1.3e-05 ∣ avg_100 : 5.184569 ∣ l2loss : 5.323407 ∣ 
[  epoch 0020/0030] 2660/4800, lr:1.3e-05 ∣ avg_100 : 5.185272 ∣ l2loss : 5.151565 ∣ 
[  epoch 0020/0030] 2670/4800, lr:1.3e-05 ∣ avg_100 : 5.184384 ∣ l2loss : 5.248581 ∣ 
[  epoch 0020/0030] 2680/4800, lr:1.3e-05 ∣ avg_100 : 5.184814 ∣ l2loss : 5.291797 ∣ 
[  epoch 0020/0030] 2690/4800, lr:1.3e-05 ∣ avg_100 : 5.186251 ∣ l2loss : 5.351884 ∣ 
[  epoch 0020/0030] 2700/4800, lr:1.3e-05 ∣ avg_100 : 5.187912 ∣ l2loss : 5.217617 ∣ 
[  epoch 0020/0030] 2710/4800, lr:1.3e-05 ∣ avg_100 : 5.188370 ∣ l2loss : 5.238063 ∣ 
[  epoch 0020/0030] 2720/4800, lr:1.3e-05 ∣ avg_100 : 5.186851 ∣ l2loss : 5.018350 ∣ 
[  epoch 0020/0030] 2730/4800, lr:1.3e-05 ∣ avg_100 : 5.186570 ∣ l2loss : 5.222360 ∣ 
[  epoch 0020/0030] 2740/4800, lr:1.3e-05 ∣ avg_100 : 5.185923 ∣ l2loss : 5.168474 ∣ 
[  epoch 0020/0030] 2750/4800, lr:1.3e-05 ∣ avg_100 : 5.183605 ∣ l2loss : 5.055183 ∣ 
[  epoch 0020/0030] 2760/4800, lr:1.3e-05 ∣ avg_100 : 5.185954 ∣ l2loss : 5.251349 ∣ 
[  epoch 0020/0030] 2770/4800, lr:1.3e-05 ∣ avg_100 : 5.189185 ∣ l2loss : 5.411433 ∣ 
[  epoch 0020/0030] 2780/4800, lr:1.3e-05 ∣ avg_100 : 5.187597 ∣ l2loss : 5.244611 ∣ 
[  epoch 0020/0030] 2790/4800, lr:1.3e-05 ∣ avg_100 : 5.190325 ∣ l2loss : 5.316875 ∣ 
[  epoch 0020/0030] 2800/4800, lr:1.3e-05 ∣ avg_100 : 5.188922 ∣ l2loss : 5.268837 ∣ 
[  epoch 0020/0030] 2810/4800, lr:1.3e-05 ∣ avg_100 : 5.185264 ∣ l2loss : 5.091509 ∣ 
[  epoch 0020/0030] 2820/4800, lr:1.3e-05 ∣ avg_100 : 5.183793 ∣ l2loss : 5.005486 ∣ 
[  epoch 0020/0030] 2830/4800, lr:1.3e-05 ∣ avg_100 : 5.182893 ∣ l2loss : 5.146746 ∣ 
[  epoch 0020/0030] 2840/4800, lr:1.3e-05 ∣ avg_100 : 5.182498 ∣ l2loss : 5.037805 ∣ 
[  epoch 0020/0030] 2850/4800, lr:1.3e-05 ∣ avg_100 : 5.182934 ∣ l2loss : 5.428882 ∣ 
[  epoch 0020/0030] 2860/4800, lr:1.3e-05 ∣ avg_100 : 5.183352 ∣ l2loss : 5.359482 ∣ 
[  epoch 0020/0030] 2870/4800, lr:1.3e-05 ∣ avg_100 : 5.184144 ∣ l2loss : 5.316452 ∣ 
[  epoch 0020/0030] 2880/4800, lr:1.3e-05 ∣ avg_100 : 5.185213 ∣ l2loss : 5.208791 ∣ 
[  epoch 0020/0030] 2890/4800, lr:1.3e-05 ∣ avg_100 : 5.184547 ∣ l2loss : 5.301140 ∣ 
[  epoch 0020/0030] 2900/4800, lr:1.3e-05 ∣ avg_100 : 5.187276 ∣ l2loss : 5.421160 ∣ 
[  epoch 0020/0030] 2910/4800, lr:1.3e-05 ∣ avg_100 : 5.188073 ∣ l2loss : 5.269440 ∣ 
[  epoch 0020/0030] 2920/4800, lr:1.3e-05 ∣ avg_100 : 5.189380 ∣ l2loss : 5.289056 ∣ 
[  epoch 0020/0030] 2930/4800, lr:1.3e-05 ∣ avg_100 : 5.189466 ∣ l2loss : 5.116883 ∣ 
[  epoch 0020/0030] 2940/4800, lr:1.3e-05 ∣ avg_100 : 5.190633 ∣ l2loss : 5.336271 ∣ 
[  epoch 0020/0030] 2950/4800, lr:1.3e-05 ∣ avg_100 : 5.188403 ∣ l2loss : 5.029667 ∣ 
[  epoch 0020/0030] 2960/4800, lr:1.3e-05 ∣ avg_100 : 5.190245 ∣ l2loss : 5.276437 ∣ 
[  epoch 0020/0030] 2970/4800, lr:1.3e-05 ∣ avg_100 : 5.194148 ∣ l2loss : 5.430659 ∣ 
[  epoch 0020/0030] 2980/4800, lr:1.3e-05 ∣ avg_100 : 5.193178 ∣ l2loss : 4.972861 ∣ 
[  epoch 0020/0030] 2990/4800, lr:1.3e-05 ∣ avg_100 : 5.193335 ∣ l2loss : 5.250708 ∣ 
[  epoch 0020/0030] 3000/4800, lr:1.3e-05 ∣ avg_100 : 5.193678 ∣ l2loss : 5.194753 ∣ 
[  epoch 0020/0030] 3010/4800, lr:1.3e-05 ∣ avg_100 : 5.193686 ∣ l2loss : 5.189346 ∣ 
[  epoch 0020/0030] 3020/4800, lr:1.3e-05 ∣ avg_100 : 5.193538 ∣ l2loss : 5.105841 ∣ 
[  epoch 0020/0030] 3030/4800, lr:1.3e-05 ∣ avg_100 : 5.192187 ∣ l2loss : 5.036273 ∣ 
[  epoch 0020/0030] 3040/4800, lr:1.3e-05 ∣ avg_100 : 5.192115 ∣ l2loss : 5.026755 ∣ 
[  epoch 0020/0030] 3050/4800, lr:1.3e-05 ∣ avg_100 : 5.191312 ∣ l2loss : 4.965435 ∣ 
[  epoch 0020/0030] 3060/4800, lr:1.3e-05 ∣ avg_100 : 5.190862 ∣ l2loss : 5.293467 ∣ 
[  epoch 0020/0030] 3070/4800, lr:1.3e-05 ∣ avg_100 : 5.191227 ∣ l2loss : 5.173004 ∣ 
[  epoch 0020/0030] 3080/4800, lr:1.3e-05 ∣ avg_100 : 5.191422 ∣ l2loss : 5.179672 ∣ 
[  epoch 0020/0030] 3090/4800, lr:1.3e-05 ∣ avg_100 : 5.191629 ∣ l2loss : 5.202210 ∣ 
[  epoch 0020/0030] 3100/4800, lr:1.3e-05 ∣ avg_100 : 5.190651 ∣ l2loss : 4.957012 ∣ 
[  epoch 0020/0030] 3110/4800, lr:1.3e-05 ∣ avg_100 : 5.194151 ∣ l2loss : 5.434801 ∣ 
[  epoch 0020/0030] 3120/4800, lr:1.3e-05 ∣ avg_100 : 5.193533 ∣ l2loss : 5.052357 ∣ 
[  epoch 0020/0030] 3130/4800, lr:1.3e-05 ∣ avg_100 : 5.198942 ∣ l2loss : 5.508656 ∣ 
[  epoch 0020/0030] 3140/4800, lr:1.3e-05 ∣ avg_100 : 5.197099 ∣ l2loss : 4.984360 ∣ 
[  epoch 0020/0030] 3150/4800, lr:1.3e-05 ∣ avg_100 : 5.195079 ∣ l2loss : 5.198345 ∣ 
[  epoch 0020/0030] 3160/4800, lr:1.3e-05 ∣ avg_100 : 5.196273 ∣ l2loss : 5.254190 ∣ 
[  epoch 0020/0030] 3170/4800, lr:1.3e-05 ∣ avg_100 : 5.195204 ∣ l2loss : 5.120820 ∣ 
[  epoch 0020/0030] 3180/4800, lr:1.3e-05 ∣ avg_100 : 5.196061 ∣ l2loss : 5.291403 ∣ 
[  epoch 0020/0030] 3190/4800, lr:1.3e-05 ∣ avg_100 : 5.197982 ∣ l2loss : 5.208314 ∣ 
[  epoch 0020/0030] 3200/4800, lr:1.3e-05 ∣ avg_100 : 5.200922 ∣ l2loss : 5.334524 ∣ 
[  epoch 0020/0030] 3210/4800, lr:1.3e-05 ∣ avg_100 : 5.198556 ∣ l2loss : 5.065738 ∣ 
[  epoch 0020/0030] 3220/4800, lr:1.3e-05 ∣ avg_100 : 5.198194 ∣ l2loss : 5.138817 ∣ 
[  epoch 0020/0030] 3230/4800, lr:1.3e-05 ∣ avg_100 : 5.198655 ∣ l2loss : 5.282961 ∣ 
[  epoch 0020/0030] 3240/4800, lr:1.3e-05 ∣ avg_100 : 5.198983 ∣ l2loss : 5.151211 ∣ 
[  epoch 0020/0030] 3250/4800, lr:1.3e-05 ∣ avg_100 : 5.198643 ∣ l2loss : 5.162161 ∣ 
[  epoch 0020/0030] 3260/4800, lr:1.3e-05 ∣ avg_100 : 5.197456 ∣ l2loss : 5.170949 ∣ 
[  epoch 0020/0030] 3270/4800, lr:1.3e-05 ∣ avg_100 : 5.194511 ∣ l2loss : 4.990871 ∣ 
[  epoch 0020/0030] 3280/4800, lr:1.3e-05 ∣ avg_100 : 5.193839 ∣ l2loss : 5.242707 ∣ 
[  epoch 0020/0030] 3290/4800, lr:1.3e-05 ∣ avg_100 : 5.194577 ∣ l2loss : 5.220182 ∣ 
[  epoch 0020/0030] 3300/4800, lr:1.3e-05 ∣ avg_100 : 5.191054 ∣ l2loss : 5.132207 ∣ 
[  epoch 0020/0030] 3310/4800, lr:1.3e-05 ∣ avg_100 : 5.192585 ∣ l2loss : 5.342286 ∣ 
[  epoch 0020/0030] 3320/4800, lr:1.3e-05 ∣ avg_100 : 5.191174 ∣ l2loss : 5.041764 ∣ 
[  epoch 0020/0030] 3330/4800, lr:1.3e-05 ∣ avg_100 : 5.191769 ∣ l2loss : 5.225490 ∣ 
[  epoch 0020/0030] 3340/4800, lr:1.3e-05 ∣ avg_100 : 5.191691 ∣ l2loss : 5.253258 ∣ 
[  epoch 0020/0030] 3350/4800, lr:1.3e-05 ∣ avg_100 : 5.191894 ∣ l2loss : 5.172509 ∣ 
[  epoch 0020/0030] 3360/4800, lr:1.3e-05 ∣ avg_100 : 5.192200 ∣ l2loss : 5.291141 ∣ 
[  epoch 0020/0030] 3370/4800, lr:1.3e-05 ∣ avg_100 : 5.191640 ∣ l2loss : 5.137885 ∣ 
[  epoch 0020/0030] 3380/4800, lr:1.3e-05 ∣ avg_100 : 5.191762 ∣ l2loss : 5.151064 ∣ 
[  epoch 0020/0030] 3390/4800, lr:1.3e-05 ∣ avg_100 : 5.192366 ∣ l2loss : 5.258442 ∣ 
[  epoch 0020/0030] 3400/4800, lr:1.3e-05 ∣ avg_100 : 5.192878 ∣ l2loss : 5.248860 ∣ 
[  epoch 0020/0030] 3410/4800, lr:1.3e-05 ∣ avg_100 : 5.189028 ∣ l2loss : 5.102353 ∣ 
[  epoch 0020/0030] 3420/4800, lr:1.3e-05 ∣ avg_100 : 5.190621 ∣ l2loss : 5.091293 ∣ 
[  epoch 0020/0030] 3430/4800, lr:1.3e-05 ∣ avg_100 : 5.190551 ∣ l2loss : 5.256577 ∣ 
[  epoch 0020/0030] 3440/4800, lr:1.3e-05 ∣ avg_100 : 5.189455 ∣ l2loss : 5.165550 ∣ 
[  epoch 0020/0030] 3450/4800, lr:1.3e-05 ∣ avg_100 : 5.189525 ∣ l2loss : 5.276957 ∣ 
[  epoch 0020/0030] 3460/4800, lr:1.3e-05 ∣ avg_100 : 5.192082 ∣ l2loss : 5.314716 ∣ 
[  epoch 0020/0030] 3470/4800, lr:1.3e-05 ∣ avg_100 : 5.191602 ∣ l2loss : 5.249750 ∣ 
[  epoch 0020/0030] 3480/4800, lr:1.3e-05 ∣ avg_100 : 5.194323 ∣ l2loss : 5.316206 ∣ 
[  epoch 0020/0030] 3490/4800, lr:1.3e-05 ∣ avg_100 : 5.192880 ∣ l2loss : 5.036241 ∣ 
[  epoch 0020/0030] 3500/4800, lr:1.3e-05 ∣ avg_100 : 5.194938 ∣ l2loss : 5.479672 ∣ 
[  epoch 0020/0030] 3510/4800, lr:1.3e-05 ∣ avg_100 : 5.196716 ∣ l2loss : 5.270990 ∣ 
[  epoch 0020/0030] 3520/4800, lr:1.3e-05 ∣ avg_100 : 5.197441 ∣ l2loss : 5.289860 ∣ 
[  epoch 0020/0030] 3530/4800, lr:1.3e-05 ∣ avg_100 : 5.197572 ∣ l2loss : 5.209913 ∣ 
[  epoch 0020/0030] 3540/4800, lr:1.3e-05 ∣ avg_100 : 5.197579 ∣ l2loss : 5.369701 ∣ 
[  epoch 0020/0030] 3550/4800, lr:1.3e-05 ∣ avg_100 : 5.199801 ∣ l2loss : 5.228270 ∣ 
[  epoch 0020/0030] 3560/4800, lr:1.3e-05 ∣ avg_100 : 5.201376 ∣ l2loss : 5.216831 ∣ 
[  epoch 0020/0030] 3570/4800, lr:1.3e-05 ∣ avg_100 : 5.201073 ∣ l2loss : 4.972328 ∣ 
[  epoch 0020/0030] 3580/4800, lr:1.3e-05 ∣ avg_100 : 5.205765 ∣ l2loss : 5.520718 ∣ 
[  epoch 0020/0030] 3590/4800, lr:1.3e-05 ∣ avg_100 : 5.204632 ∣ l2loss : 4.830828 ∣ 
[  epoch 0020/0030] 3600/4800, lr:1.3e-05 ∣ avg_100 : 5.204721 ∣ l2loss : 5.222835 ∣ 
[  epoch 0020/0030] 3610/4800, lr:1.3e-05 ∣ avg_100 : 5.207387 ∣ l2loss : 5.309843 ∣ 
[  epoch 0020/0030] 3620/4800, lr:1.3e-05 ∣ avg_100 : 5.211006 ∣ l2loss : 5.464602 ∣ 
[  epoch 0020/0030] 3630/4800, lr:1.3e-05 ∣ avg_100 : 5.210012 ∣ l2loss : 5.262777 ∣ 
[  epoch 0020/0030] 3640/4800, lr:1.3e-05 ∣ avg_100 : 5.210895 ∣ l2loss : 5.168855 ∣ 
[  epoch 0020/0030] 3650/4800, lr:1.3e-05 ∣ avg_100 : 5.213088 ∣ l2loss : 5.542720 ∣ 
[  epoch 0020/0030] 3660/4800, lr:1.3e-05 ∣ avg_100 : 5.214943 ∣ l2loss : 5.337040 ∣ 
[  epoch 0020/0030] 3670/4800, lr:1.3e-05 ∣ avg_100 : 5.212807 ∣ l2loss : 5.035017 ∣ 
[  epoch 0020/0030] 3680/4800, lr:1.3e-05 ∣ avg_100 : 5.212896 ∣ l2loss : 5.300681 ∣ 
[  epoch 0020/0030] 3690/4800, lr:1.3e-05 ∣ avg_100 : 5.209246 ∣ l2loss : 4.986826 ∣ 
[  epoch 0020/0030] 3700/4800, lr:1.3e-05 ∣ avg_100 : 5.207812 ∣ l2loss : 5.074226 ∣ 
[  epoch 0020/0030] 3710/4800, lr:1.3e-05 ∣ avg_100 : 5.206816 ∣ l2loss : 5.138528 ∣ 
[  epoch 0020/0030] 3720/4800, lr:1.3e-05 ∣ avg_100 : 5.207813 ∣ l2loss : 5.118020 ∣ 
[  epoch 0020/0030] 3730/4800, lr:1.3e-05 ∣ avg_100 : 5.206954 ∣ l2loss : 5.136483 ∣ 
[  epoch 0020/0030] 3740/4800, lr:1.3e-05 ∣ avg_100 : 5.207163 ∣ l2loss : 5.189317 ∣ 
[  epoch 0020/0030] 3750/4800, lr:1.3e-05 ∣ avg_100 : 5.209799 ∣ l2loss : 5.318829 ∣ 
[  epoch 0020/0030] 3760/4800, lr:1.3e-05 ∣ avg_100 : 5.209713 ∣ l2loss : 5.242696 ∣ 
[  epoch 0020/0030] 3770/4800, lr:1.3e-05 ∣ avg_100 : 5.206770 ∣ l2loss : 5.117108 ∣ 
[  epoch 0020/0030] 3780/4800, lr:1.3e-05 ∣ avg_100 : 5.208178 ∣ l2loss : 5.385441 ∣ 
[  epoch 0020/0030] 3790/4800, lr:1.3e-05 ∣ avg_100 : 5.204953 ∣ l2loss : 4.994381 ∣ 
[  epoch 0020/0030] 3800/4800, lr:1.3e-05 ∣ avg_100 : 5.205237 ∣ l2loss : 5.297239 ∣ 
[  epoch 0020/0030] 3810/4800, lr:1.3e-05 ∣ avg_100 : 5.209091 ∣ l2loss : 5.476909 ∣ 
[  epoch 0020/0030] 3820/4800, lr:1.3e-05 ∣ avg_100 : 5.210755 ∣ l2loss : 5.171882 ∣ 
[  epoch 0020/0030] 3830/4800, lr:1.3e-05 ∣ avg_100 : 5.211067 ∣ l2loss : 5.177940 ∣ 
[  epoch 0020/0030] 3840/4800, lr:1.3e-05 ∣ avg_100 : 5.211321 ∣ l2loss : 5.063239 ∣ 
[  epoch 0020/0030] 3850/4800, lr:1.3e-05 ∣ avg_100 : 5.208536 ∣ l2loss : 5.150410 ∣ 
[  epoch 0020/0030] 3860/4800, lr:1.3e-05 ∣ avg_100 : 5.206627 ∣ l2loss : 5.168544 ∣ 
[  epoch 0020/0030] 3870/4800, lr:1.3e-05 ∣ avg_100 : 5.204721 ∣ l2loss : 5.125803 ∣ 
[  epoch 0020/0030] 3880/4800, lr:1.3e-05 ∣ avg_100 : 5.203820 ∣ l2loss : 5.118707 ∣ 
[  epoch 0020/0030] 3890/4800, lr:1.3e-05 ∣ avg_100 : 5.202535 ∣ l2loss : 5.172636 ∣ 
[  epoch 0020/0030] 3900/4800, lr:1.3e-05 ∣ avg_100 : 5.197954 ∣ l2loss : 4.963142 ∣ 
[  epoch 0020/0030] 3910/4800, lr:1.3e-05 ∣ avg_100 : 5.197235 ∣ l2loss : 5.197528 ∣ 
[  epoch 0020/0030] 3920/4800, lr:1.3e-05 ∣ avg_100 : 5.196581 ∣ l2loss : 5.223635 ∣ 
[  epoch 0020/0030] 3930/4800, lr:1.3e-05 ∣ avg_100 : 5.196102 ∣ l2loss : 5.068958 ∣ 
[  epoch 0020/0030] 3940/4800, lr:1.3e-05 ∣ avg_100 : 5.194924 ∣ l2loss : 5.218478 ∣ 
[  epoch 0020/0030] 3950/4800, lr:1.3e-05 ∣ avg_100 : 5.196418 ∣ l2loss : 5.179078 ∣ 
[  epoch 0020/0030] 3960/4800, lr:1.3e-05 ∣ avg_100 : 5.196576 ∣ l2loss : 5.292227 ∣ 
[  epoch 0020/0030] 3970/4800, lr:1.3e-05 ∣ avg_100 : 5.191953 ∣ l2loss : 4.968383 ∣ 
[  epoch 0020/0030] 3980/4800, lr:1.3e-05 ∣ avg_100 : 5.195415 ∣ l2loss : 5.319001 ∣ 
[  epoch 0020/0030] 3990/4800, lr:1.3e-05 ∣ avg_100 : 5.194658 ∣ l2loss : 5.175006 ∣ 
[  epoch 0020/0030] 4000/4800, lr:1.3e-05 ∣ avg_100 : 5.195068 ∣ l2loss : 5.235793 ∣ 
[  epoch 0020/0030] 4010/4800, lr:1.3e-05 ∣ avg_100 : 5.197490 ∣ l2loss : 5.431590 ∣ 
[  epoch 0020/0030] 4020/4800, lr:1.3e-05 ∣ avg_100 : 5.195631 ∣ l2loss : 4.919864 ∣ 
[  epoch 0020/0030] 4030/4800, lr:1.3e-05 ∣ avg_100 : 5.197800 ∣ l2loss : 5.253205 ∣ 
[  epoch 0020/0030] 4040/4800, lr:1.3e-05 ∣ avg_100 : 5.199149 ∣ l2loss : 5.161694 ∣ 
[  epoch 0020/0030] 4050/4800, lr:1.3e-05 ∣ avg_100 : 5.201909 ∣ l2loss : 5.241396 ∣ 
[  epoch 0020/0030] 4060/4800, lr:1.3e-05 ∣ avg_100 : 5.200385 ∣ l2loss : 5.141049 ∣ 
[  epoch 0020/0030] 4070/4800, lr:1.3e-05 ∣ avg_100 : 5.198787 ∣ l2loss : 5.013180 ∣ 
[  epoch 0020/0030] 4080/4800, lr:1.3e-05 ∣ avg_100 : 5.198922 ∣ l2loss : 5.193218 ∣ 
[  epoch 0020/0030] 4090/4800, lr:1.3e-05 ∣ avg_100 : 5.196851 ∣ l2loss : 4.995140 ∣ 
[  epoch 0020/0030] 4100/4800, lr:1.3e-05 ∣ avg_100 : 5.198548 ∣ l2loss : 5.126685 ∣ 
[  epoch 0020/0030] 4110/4800, lr:1.3e-05 ∣ avg_100 : 5.197314 ∣ l2loss : 5.311399 ∣ 
[  epoch 0020/0030] 4120/4800, lr:1.3e-05 ∣ avg_100 : 5.196696 ∣ l2loss : 4.990574 ∣ 
[  epoch 0020/0030] 4130/4800, lr:1.3e-05 ∣ avg_100 : 5.193993 ∣ l2loss : 5.238356 ∣ 
[  epoch 0020/0030] 4140/4800, lr:1.3e-05 ∣ avg_100 : 5.197040 ∣ l2loss : 5.288987 ∣ 
[  epoch 0020/0030] 4150/4800, lr:1.3e-05 ∣ avg_100 : 5.198952 ∣ l2loss : 5.389634 ∣ 
[  epoch 0020/0030] 4160/4800, lr:1.3e-05 ∣ avg_100 : 5.199783 ∣ l2loss : 5.337255 ∣ 
[  epoch 0020/0030] 4170/4800, lr:1.3e-05 ∣ avg_100 : 5.200631 ∣ l2loss : 5.205586 ∣ 
[  epoch 0020/0030] 4180/4800, lr:1.3e-05 ∣ avg_100 : 5.198623 ∣ l2loss : 5.090603 ∣ 
[  epoch 0020/0030] 4190/4800, lr:1.3e-05 ∣ avg_100 : 5.198175 ∣ l2loss : 5.163523 ∣ 
[  epoch 0020/0030] 4200/4800, lr:1.3e-05 ∣ avg_100 : 5.196425 ∣ l2loss : 5.159511 ∣ 
[  epoch 0020/0030] 4210/4800, lr:1.3e-05 ∣ avg_100 : 5.196164 ∣ l2loss : 5.039667 ∣ 
[  epoch 0020/0030] 4220/4800, lr:1.3e-05 ∣ avg_100 : 5.198168 ∣ l2loss : 5.339183 ∣ 
[  epoch 0020/0030] 4230/4800, lr:1.3e-05 ∣ avg_100 : 5.198344 ∣ l2loss : 5.300626 ∣ 
[  epoch 0020/0030] 4240/4800, lr:1.3e-05 ∣ avg_100 : 5.198655 ∣ l2loss : 5.182243 ∣ 
[  epoch 0020/0030] 4250/4800, lr:1.3e-05 ∣ avg_100 : 5.200845 ∣ l2loss : 5.381201 ∣ 
[  epoch 0020/0030] 4260/4800, lr:1.3e-05 ∣ avg_100 : 5.199042 ∣ l2loss : 4.990606 ∣ 
[  epoch 0020/0030] 4270/4800, lr:1.3e-05 ∣ avg_100 : 5.203512 ∣ l2loss : 5.437927 ∣ 
[  epoch 0020/0030] 4280/4800, lr:1.3e-05 ∣ avg_100 : 5.201698 ∣ l2loss : 5.061338 ∣ 
[  epoch 0020/0030] 4290/4800, lr:1.3e-05 ∣ avg_100 : 5.200308 ∣ l2loss : 5.081188 ∣ 
[  epoch 0020/0030] 4300/4800, lr:1.3e-05 ∣ avg_100 : 5.201707 ∣ l2loss : 5.272100 ∣ 
[  epoch 0020/0030] 4310/4800, lr:1.3e-05 ∣ avg_100 : 5.201538 ∣ l2loss : 5.325332 ∣ 
[  epoch 0020/0030] 4320/4800, lr:1.3e-05 ∣ avg_100 : 5.202439 ∣ l2loss : 5.131854 ∣ 
[  epoch 0020/0030] 4330/4800, lr:1.3e-05 ∣ avg_100 : 5.200567 ∣ l2loss : 5.038339 ∣ 
[  epoch 0020/0030] 4340/4800, lr:1.3e-05 ∣ avg_100 : 5.197858 ∣ l2loss : 4.982360 ∣ 
[  epoch 0020/0030] 4350/4800, lr:1.3e-05 ∣ avg_100 : 5.197919 ∣ l2loss : 5.178607 ∣ 
[  epoch 0020/0030] 4360/4800, lr:1.3e-05 ∣ avg_100 : 5.199094 ∣ l2loss : 5.408650 ∣ 
[  epoch 0020/0030] 4370/4800, lr:1.3e-05 ∣ avg_100 : 5.198198 ∣ l2loss : 5.048252 ∣ 
[  epoch 0020/0030] 4380/4800, lr:1.3e-05 ∣ avg_100 : 5.198564 ∣ l2loss : 5.187624 ∣ 
[  epoch 0020/0030] 4390/4800, lr:1.3e-05 ∣ avg_100 : 5.198117 ∣ l2loss : 5.213790 ∣ 
[  epoch 0020/0030] 4400/4800, lr:1.3e-05 ∣ avg_100 : 5.197517 ∣ l2loss : 5.188878 ∣ 
[  epoch 0020/0030] 4410/4800, lr:1.3e-05 ∣ avg_100 : 5.197993 ∣ l2loss : 5.149952 ∣ 
[  epoch 0020/0030] 4420/4800, lr:1.3e-05 ∣ avg_100 : 5.200128 ∣ l2loss : 5.304763 ∣ 
[  epoch 0020/0030] 4430/4800, lr:1.3e-05 ∣ avg_100 : 5.197751 ∣ l2loss : 5.018837 ∣ 
[  epoch 0020/0030] 4440/4800, lr:1.3e-05 ∣ avg_100 : 5.199996 ∣ l2loss : 5.390097 ∣ 
[  epoch 0020/0030] 4450/4800, lr:1.3e-05 ∣ avg_100 : 5.199356 ∣ l2loss : 5.212908 ∣ 
[  epoch 0020/0030] 4460/4800, lr:1.3e-05 ∣ avg_100 : 5.199557 ∣ l2loss : 5.334909 ∣ 
[  epoch 0020/0030] 4470/4800, lr:1.3e-05 ∣ avg_100 : 5.197381 ∣ l2loss : 5.032069 ∣ 
[  epoch 0020/0030] 4480/4800, lr:1.3e-05 ∣ avg_100 : 5.195530 ∣ l2loss : 5.131127 ∣ 
[  epoch 0020/0030] 4490/4800, lr:1.3e-05 ∣ avg_100 : 5.195672 ∣ l2loss : 5.050477 ∣ 
[  epoch 0020/0030] 4500/4800, lr:1.3e-05 ∣ avg_100 : 5.191358 ∣ l2loss : 5.048213 ∣ 
[  epoch 0020/0030] 4510/4800, lr:1.3e-05 ∣ avg_100 : 5.190331 ∣ l2loss : 5.168319 ∣ 
[  epoch 0020/0030] 4520/4800, lr:1.3e-05 ∣ avg_100 : 5.187831 ∣ l2loss : 5.039863 ∣ 
[  epoch 0020/0030] 4530/4800, lr:1.3e-05 ∣ avg_100 : 5.189680 ∣ l2loss : 5.394821 ∣ 
[  epoch 0020/0030] 4540/4800, lr:1.3e-05 ∣ avg_100 : 5.185701 ∣ l2loss : 4.971839 ∣ 
[  epoch 0020/0030] 4550/4800, lr:1.3e-05 ∣ avg_100 : 5.183436 ∣ l2loss : 5.001715 ∣ 
[  epoch 0020/0030] 4560/4800, lr:1.3e-05 ∣ avg_100 : 5.185764 ∣ l2loss : 5.449656 ∣ 
[  epoch 0020/0030] 4570/4800, lr:1.3e-05 ∣ avg_100 : 5.188735 ∣ l2loss : 5.269417 ∣ 
[  epoch 0020/0030] 4580/4800, lr:1.3e-05 ∣ avg_100 : 5.185108 ∣ l2loss : 5.158053 ∣ 
[  epoch 0020/0030] 4590/4800, lr:1.3e-05 ∣ avg_100 : 5.188916 ∣ l2loss : 5.211594 ∣ 
[  epoch 0020/0030] 4600/4800, lr:1.3e-05 ∣ avg_100 : 5.187612 ∣ l2loss : 5.092483 ∣ 
[  epoch 0020/0030] 4610/4800, lr:1.3e-05 ∣ avg_100 : 5.188293 ∣ l2loss : 5.377890 ∣ 
[  epoch 0020/0030] 4620/4800, lr:1.3e-05 ∣ avg_100 : 5.186641 ∣ l2loss : 5.299433 ∣ 
[  epoch 0020/0030] 4630/4800, lr:1.3e-05 ∣ avg_100 : 5.186743 ∣ l2loss : 5.272943 ∣ 
[  epoch 0020/0030] 4640/4800, lr:1.3e-05 ∣ avg_100 : 5.186064 ∣ l2loss : 5.100945 ∣ 
[  epoch 0020/0030] 4650/4800, lr:1.3e-05 ∣ avg_100 : 5.184317 ∣ l2loss : 5.368063 ∣ 
[  epoch 0020/0030] 4660/4800, lr:1.3e-05 ∣ avg_100 : 5.182192 ∣ l2loss : 5.124498 ∣ 
[  epoch 0020/0030] 4670/4800, lr:1.3e-05 ∣ avg_100 : 5.182593 ∣ l2loss : 5.075100 ∣ 
[  epoch 0020/0030] 4680/4800, lr:1.3e-05 ∣ avg_100 : 5.182802 ∣ l2loss : 5.321597 ∣ 
[  epoch 0020/0030] 4690/4800, lr:1.3e-05 ∣ avg_100 : 5.186231 ∣ l2loss : 5.329778 ∣ 
[  epoch 0020/0030] 4700/4800, lr:1.3e-05 ∣ avg_100 : 5.189409 ∣ l2loss : 5.391984 ∣ 
[  epoch 0020/0030] 4710/4800, lr:1.3e-05 ∣ avg_100 : 5.190538 ∣ l2loss : 5.251414 ∣ 
[  epoch 0020/0030] 4720/4800, lr:1.3e-05 ∣ avg_100 : 5.187575 ∣ l2loss : 4.821701 ∣ 
[  epoch 0020/0030] 4730/4800, lr:1.3e-05 ∣ avg_100 : 5.187565 ∣ l2loss : 5.135488 ∣ 
[  epoch 0020/0030] 4740/4800, lr:1.3e-05 ∣ avg_100 : 5.185686 ∣ l2loss : 5.001432 ∣ 
[  epoch 0020/0030] 4750/4800, lr:1.3e-05 ∣ avg_100 : 5.184202 ∣ l2loss : 5.170489 ∣ 
[  epoch 0020/0030] 4760/4800, lr:1.3e-05 ∣ avg_100 : 5.184178 ∣ l2loss : 5.240274 ∣ 
[  epoch 0020/0030] 4770/4800, lr:1.3e-05 ∣ avg_100 : 5.184683 ∣ l2loss : 5.167550 ∣ 
[  epoch 0020/0030] 4780/4800, lr:1.3e-05 ∣ avg_100 : 5.184080 ∣ l2loss : 5.325190 ∣ 
[  epoch 0020/0030] 4790/4800, lr:1.3e-05 ∣ avg_100 : 5.184143 ∣ l2loss : 5.000692 ∣ 
[  epoch 0020/0030] 4800/4800, lr:6.3e-06 ∣ avg_100 : 5.180402 ∣ l2loss : 4.923125 ∣ 
[    val 020    ] Done! PSNR : 36.25 dB, SSIM : 0.921total: 23:24:38                    
[  epoch 0021/0030] 0010/4800, lr:6.3e-06 ∣ avg_100 : 5.178830 ∣ l2loss : 5.319708 ∣ 
[  epoch 0021/0030] 0020/4800, lr:6.3e-06 ∣ avg_100 : 5.177576 ∣ l2loss : 5.046496 ∣ 
[  epoch 0021/0030] 0030/4800, lr:6.3e-06 ∣ avg_100 : 5.176150 ∣ l2loss : 5.035327 ∣ 
[  epoch 0021/0030] 0040/4800, lr:6.3e-06 ∣ avg_100 : 5.178496 ∣ l2loss : 5.297786 ∣ 
[  epoch 0021/0030] 0050/4800, lr:6.3e-06 ∣ avg_100 : 5.179696 ∣ l2loss : 5.270488 ∣ 
[  epoch 0021/0030] 0060/4800, lr:6.3e-06 ∣ avg_100 : 5.178389 ∣ l2loss : 5.037833 ∣ 
[  epoch 0021/0030] 0070/4800, lr:6.3e-06 ∣ avg_100 : 5.177078 ∣ l2loss : 4.994645 ∣ 
[  epoch 0021/0030] 0080/4800, lr:6.3e-06 ∣ avg_100 : 5.177076 ∣ l2loss : 5.118555 ∣ 
[  epoch 0021/0030] 0090/4800, lr:6.3e-06 ∣ avg_100 : 5.178670 ∣ l2loss : 5.332067 ∣ 
[  epoch 0021/0030] 0100/4800, lr:6.3e-06 ∣ avg_100 : 5.180958 ∣ l2loss : 5.191905 ∣ 
[  epoch 0021/0030] 0110/4800, lr:6.3e-06 ∣ avg_100 : 5.180742 ∣ l2loss : 5.175899 ∣ 
[  epoch 0021/0030] 0120/4800, lr:6.3e-06 ∣ avg_100 : 5.178825 ∣ l2loss : 5.031977 ∣ 
[  epoch 0021/0030] 0130/4800, lr:6.3e-06 ∣ avg_100 : 5.178992 ∣ l2loss : 5.085631 ∣ 
[  epoch 0021/0030] 0140/4800, lr:6.3e-06 ∣ avg_100 : 5.180672 ∣ l2loss : 5.386453 ∣ 
[  epoch 0021/0030] 0150/4800, lr:6.3e-06 ∣ avg_100 : 5.179855 ∣ l2loss : 5.097387 ∣ 
[  epoch 0021/0030] 0160/4800, lr:6.3e-06 ∣ avg_100 : 5.178212 ∣ l2loss : 5.127960 ∣ 
[  epoch 0021/0030] 0170/4800, lr:6.3e-06 ∣ avg_100 : 5.179041 ∣ l2loss : 5.051249 ∣ 
[  epoch 0021/0030] 0180/4800, lr:6.3e-06 ∣ avg_100 : 5.177718 ∣ l2loss : 5.186729 ∣ 
[  epoch 0021/0030] 0190/4800, lr:6.3e-06 ∣ avg_100 : 5.176347 ∣ l2loss : 5.037895 ∣ 
[  epoch 0021/0030] 0200/4800, lr:6.3e-06 ∣ avg_100 : 5.177015 ∣ l2loss : 5.302628 ∣ 
[  epoch 0021/0030] 0210/4800, lr:6.3e-06 ∣ avg_100 : 5.175345 ∣ l2loss : 5.264558 ∣ 
[  epoch 0021/0030] 0220/4800, lr:6.3e-06 ∣ avg_100 : 5.175578 ∣ l2loss : 4.943149 ∣ 
[  epoch 0021/0030] 0230/4800, lr:6.3e-06 ∣ avg_100 : 5.174328 ∣ l2loss : 5.128181 ∣ 
[  epoch 0021/0030] 0240/4800, lr:6.3e-06 ∣ avg_100 : 5.175737 ∣ l2loss : 5.302644 ∣ 
[  epoch 0021/0030] 0250/4800, lr:6.3e-06 ∣ avg_100 : 5.175149 ∣ l2loss : 5.182616 ∣ 
[  epoch 0021/0030] 0260/4800, lr:6.3e-06 ∣ avg_100 : 5.175990 ∣ l2loss : 5.225117 ∣ 
[  epoch 0021/0030] 0270/4800, lr:6.3e-06 ∣ avg_100 : 5.180282 ∣ l2loss : 5.442338 ∣ 
[  epoch 0021/0030] 0280/4800, lr:6.3e-06 ∣ avg_100 : 5.177247 ∣ l2loss : 4.889796 ∣ 
[  epoch 0021/0030] 0290/4800, lr:6.3e-06 ∣ avg_100 : 5.181893 ∣ l2loss : 5.459718 ∣ 
[  epoch 0021/0030] 0300/4800, lr:6.3e-06 ∣ avg_100 : 5.182909 ∣ l2loss : 5.228306 ∣ 
[  epoch 0021/0030] 0310/4800, lr:6.3e-06 ∣ avg_100 : 5.182118 ∣ l2loss : 5.232275 ∣ 
[  epoch 0021/0030] 0320/4800, lr:6.3e-06 ∣ avg_100 : 5.184942 ∣ l2loss : 5.272933 ∣ 
[  epoch 0021/0030] 0330/4800, lr:6.3e-06 ∣ avg_100 : 5.184534 ∣ l2loss : 5.197565 ∣ 
[  epoch 0021/0030] 0340/4800, lr:6.3e-06 ∣ avg_100 : 5.184041 ∣ l2loss : 5.239742 ∣ 
[  epoch 0021/0030] 0350/4800, lr:6.3e-06 ∣ avg_100 : 5.182070 ∣ l2loss : 5.192471 ∣ 
[  epoch 0021/0030] 0360/4800, lr:6.3e-06 ∣ avg_100 : 5.182162 ∣ l2loss : 5.346538 ∣ 
[  epoch 0021/0030] 0370/4800, lr:6.3e-06 ∣ avg_100 : 5.179861 ∣ l2loss : 4.975427 ∣ 
[  epoch 0021/0030] 0380/4800, lr:6.3e-06 ∣ avg_100 : 5.179702 ∣ l2loss : 5.074765 ∣ 
[  epoch 0021/0030] 0390/4800, lr:6.3e-06 ∣ avg_100 : 5.179761 ∣ l2loss : 5.169419 ∣ 
[  epoch 0021/0030] 0400/4800, lr:6.3e-06 ∣ avg_100 : 5.179387 ∣ l2loss : 5.122103 ∣ 
[  epoch 0021/0030] 0410/4800, lr:6.3e-06 ∣ avg_100 : 5.181104 ∣ l2loss : 5.211371 ∣ 
[  epoch 0021/0030] 0420/4800, lr:6.3e-06 ∣ avg_100 : 5.179942 ∣ l2loss : 5.222935 ∣ 
[  epoch 0021/0030] 0430/4800, lr:6.3e-06 ∣ avg_100 : 5.179079 ∣ l2loss : 5.214289 ∣ 
[  epoch 0021/0030] 0440/4800, lr:6.3e-06 ∣ avg_100 : 5.178227 ∣ l2loss : 5.097054 ∣ 
[  epoch 0021/0030] 0450/4800, lr:6.3e-06 ∣ avg_100 : 5.175189 ∣ l2loss : 5.077405 ∣ 
[  epoch 0021/0030] 0460/4800, lr:6.3e-06 ∣ avg_100 : 5.177453 ∣ l2loss : 5.217034 ∣ 
[  epoch 0021/0030] 0470/4800, lr:6.3e-06 ∣ avg_100 : 5.175398 ∣ l2loss : 5.232449 ∣ 
[  epoch 0021/0030] 0480/4800, lr:6.3e-06 ∣ avg_100 : 5.174482 ∣ l2loss : 4.969687 ∣ 
[  epoch 0021/0030] 0490/4800, lr:6.3e-06 ∣ avg_100 : 5.176746 ∣ l2loss : 5.307658 ∣ 
[  epoch 0021/0030] 0500/4800, lr:6.3e-06 ∣ avg_100 : 5.178693 ∣ l2loss : 5.466807 ∣ 
[  epoch 0021/0030] 0510/4800, lr:6.3e-06 ∣ avg_100 : 5.177520 ∣ l2loss : 5.208011 ∣ 
[  epoch 0021/0030] 0520/4800, lr:6.3e-06 ∣ avg_100 : 5.177393 ∣ l2loss : 5.119093 ∣ 
[  epoch 0021/0030] 0530/4800, lr:6.3e-06 ∣ avg_100 : 5.176943 ∣ l2loss : 4.993345 ∣ 
[  epoch 0021/0030] 0540/4800, lr:6.3e-06 ∣ avg_100 : 5.178150 ∣ l2loss : 5.103133 ∣ 
[  epoch 0021/0030] 0550/4800, lr:6.3e-06 ∣ avg_100 : 5.176767 ∣ l2loss : 5.040221 ∣ 
[  epoch 0021/0030] 0560/4800, lr:6.3e-06 ∣ avg_100 : 5.176544 ∣ l2loss : 5.386364 ∣ 
[  epoch 0021/0030] 0570/4800, lr:6.3e-06 ∣ avg_100 : 5.178136 ∣ l2loss : 5.207506 ∣ 
[  epoch 0021/0030] 0580/4800, lr:6.3e-06 ∣ avg_100 : 5.175916 ∣ l2loss : 4.965555 ∣ 
[  epoch 0021/0030] 0590/4800, lr:6.3e-06 ∣ avg_100 : 5.172998 ∣ l2loss : 4.922011 ∣ 
[  epoch 0021/0030] 0600/4800, lr:6.3e-06 ∣ avg_100 : 5.173654 ∣ l2loss : 5.254533 ∣ 
[  epoch 0021/0030] 0610/4800, lr:6.3e-06 ∣ avg_100 : 5.173349 ∣ l2loss : 5.119461 ∣ 
[  epoch 0021/0030] 0620/4800, lr:6.3e-06 ∣ avg_100 : 5.169641 ∣ l2loss : 4.933966 ∣ 
[  epoch 0021/0030] 0630/4800, lr:6.3e-06 ∣ avg_100 : 5.172120 ∣ l2loss : 5.266712 ∣ 
[  epoch 0021/0030] 0640/4800, lr:6.3e-06 ∣ avg_100 : 5.169389 ∣ l2loss : 5.116948 ∣ 
[  epoch 0021/0030] 0650/4800, lr:6.3e-06 ∣ avg_100 : 5.169357 ∣ l2loss : 5.209716 ∣ 
[  epoch 0021/0030] 0660/4800, lr:6.3e-06 ∣ avg_100 : 5.167703 ∣ l2loss : 5.169545 ∣ 
[  epoch 0021/0030] 0670/4800, lr:6.3e-06 ∣ avg_100 : 5.168997 ∣ l2loss : 5.161422 ∣ 
[  epoch 0021/0030] 0680/4800, lr:6.3e-06 ∣ avg_100 : 5.171588 ∣ l2loss : 5.390245 ∣ 
[  epoch 0021/0030] 0690/4800, lr:6.3e-06 ∣ avg_100 : 5.170836 ∣ l2loss : 4.975254 ∣ 
[  epoch 0021/0030] 0700/4800, lr:6.3e-06 ∣ avg_100 : 5.171006 ∣ l2loss : 5.065296 ∣ 
[  epoch 0021/0030] 0710/4800, lr:6.3e-06 ∣ avg_100 : 5.170866 ∣ l2loss : 5.154230 ∣ 
[  epoch 0021/0030] 0720/4800, lr:6.3e-06 ∣ avg_100 : 5.169690 ∣ l2loss : 4.922292 ∣ 
[  epoch 0021/0030] 0730/4800, lr:6.3e-06 ∣ avg_100 : 5.164670 ∣ l2loss : 4.892818 ∣ 
[  epoch 0021/0030] 0740/4800, lr:6.3e-06 ∣ avg_100 : 5.165852 ∣ l2loss : 5.090021 ∣ 
[  epoch 0021/0030] 0750/4800, lr:6.3e-06 ∣ avg_100 : 5.165818 ∣ l2loss : 4.998382 ∣ 
[  epoch 0021/0030] 0760/4800, lr:6.3e-06 ∣ avg_100 : 5.161815 ∣ l2loss : 5.049318 ∣ 
[  epoch 0021/0030] 0770/4800, lr:6.3e-06 ∣ avg_100 : 5.158105 ∣ l2loss : 4.898449 ∣ 
[  epoch 0021/0030] 0780/4800, lr:6.3e-06 ∣ avg_100 : 5.158382 ∣ l2loss : 5.185688 ∣ 
[  epoch 0021/0030] 0790/4800, lr:6.3e-06 ∣ avg_100 : 5.159421 ∣ l2loss : 5.315521 ∣ 
[  epoch 0021/0030] 0800/4800, lr:6.3e-06 ∣ avg_100 : 5.159608 ∣ l2loss : 5.111224 ∣ 
[  epoch 0021/0030] 0810/4800, lr:6.3e-06 ∣ avg_100 : 5.158545 ∣ l2loss : 5.271527 ∣ 
[  epoch 0021/0030] 0820/4800, lr:6.3e-06 ∣ avg_100 : 5.155088 ∣ l2loss : 4.953804 ∣ 
[  epoch 0021/0030] 0830/4800, lr:6.3e-06 ∣ avg_100 : 5.152496 ∣ l2loss : 5.013665 ∣ 
[  epoch 0021/0030] 0840/4800, lr:6.3e-06 ∣ avg_100 : 5.152116 ∣ l2loss : 5.062970 ∣ 
[  epoch 0021/0030] 0850/4800, lr:6.3e-06 ∣ avg_100 : 5.149007 ∣ l2loss : 5.057178 ∣ 
[  epoch 0021/0030] 0860/4800, lr:6.3e-06 ∣ avg_100 : 5.147777 ∣ l2loss : 5.001449 ∣ 
[  epoch 0021/0030] 0870/4800, lr:6.3e-06 ∣ avg_100 : 5.147026 ∣ l2loss : 5.000034 ∣ 
[  epoch 0021/0030] 0880/4800, lr:6.3e-06 ∣ avg_100 : 5.146638 ∣ l2loss : 5.282780 ∣ 
[  epoch 0021/0030] 0890/4800, lr:6.3e-06 ∣ avg_100 : 5.144267 ∣ l2loss : 5.092728 ∣ 
[  epoch 0021/0030] 0900/4800, lr:6.3e-06 ∣ avg_100 : 5.144890 ∣ l2loss : 5.454249 ∣ 
[  epoch 0021/0030] 0910/4800, lr:6.3e-06 ∣ avg_100 : 5.144002 ∣ l2loss : 5.162663 ∣ 
[  epoch 0021/0030] 0920/4800, lr:6.3e-06 ∣ avg_100 : 5.147058 ∣ l2loss : 5.127212 ∣ 
[  epoch 0021/0030] 0930/4800, lr:6.3e-06 ∣ avg_100 : 5.148085 ∣ l2loss : 5.238272 ∣ 
[  epoch 0021/0030] 0940/4800, lr:6.3e-06 ∣ avg_100 : 5.152311 ∣ l2loss : 5.423968 ∣ 
[  epoch 0021/0030] 0950/4800, lr:6.3e-06 ∣ avg_100 : 5.153029 ∣ l2loss : 5.242288 ∣ 
[  epoch 0021/0030] 0960/4800, lr:6.3e-06 ∣ avg_100 : 5.151002 ∣ l2loss : 5.037649 ∣ 
[  epoch 0021/0030] 0970/4800, lr:6.3e-06 ∣ avg_100 : 5.153296 ∣ l2loss : 5.396943 ∣ 
[  epoch 0021/0030] 0980/4800, lr:6.3e-06 ∣ avg_100 : 5.153378 ∣ l2loss : 5.333310 ∣ 
[  epoch 0021/0030] 0990/4800, lr:6.3e-06 ∣ avg_100 : 5.156734 ∣ l2loss : 5.336360 ∣ 
[  epoch 0021/0030] 1000/4800, lr:6.3e-06 ∣ avg_100 : 5.158977 ∣ l2loss : 5.147420 ∣ 
[  epoch 0021/0030] 1010/4800, lr:6.3e-06 ∣ avg_100 : 5.160359 ∣ l2loss : 5.457861 ∣ 
[  epoch 0021/0030] 1020/4800, lr:6.3e-06 ∣ avg_100 : 5.163878 ∣ l2loss : 5.398429 ∣ 
[  epoch 0021/0030] 1030/4800, lr:6.3e-06 ∣ avg_100 : 5.165886 ∣ l2loss : 5.236082 ∣ 
[  epoch 0021/0030] 1040/4800, lr:6.3e-06 ∣ avg_100 : 5.164185 ∣ l2loss : 5.127755 ∣ 
[  epoch 0021/0030] 1050/4800, lr:6.3e-06 ∣ avg_100 : 5.163771 ∣ l2loss : 5.229017 ∣ 
[  epoch 0021/0030] 1060/4800, lr:6.3e-06 ∣ avg_100 : 5.164745 ∣ l2loss : 5.135238 ∣ 
[  epoch 0021/0030] 1070/4800, lr:6.3e-06 ∣ avg_100 : 5.168829 ∣ l2loss : 5.403066 ∣ 
[  epoch 0021/0030] 1080/4800, lr:6.3e-06 ∣ avg_100 : 5.170440 ∣ l2loss : 5.279648 ∣ 
[  epoch 0021/0030] 1090/4800, lr:6.3e-06 ∣ avg_100 : 5.169779 ∣ l2loss : 5.266034 ∣ 
[  epoch 0021/0030] 1100/4800, lr:6.3e-06 ∣ avg_100 : 5.167253 ∣ l2loss : 4.939282 ∣ 
[  epoch 0021/0030] 1110/4800, lr:6.3e-06 ∣ avg_100 : 5.169138 ∣ l2loss : 5.364426 ∣ 
[  epoch 0021/0030] 1120/4800, lr:6.3e-06 ∣ avg_100 : 5.169847 ∣ l2loss : 5.102858 ∣ 
[  epoch 0021/0030] 1130/4800, lr:6.3e-06 ∣ avg_100 : 5.171169 ∣ l2loss : 5.217828 ∣ 
[  epoch 0021/0030] 1140/4800, lr:6.3e-06 ∣ avg_100 : 5.167752 ∣ l2loss : 5.044706 ∣ 
[  epoch 0021/0030] 1150/4800, lr:6.3e-06 ∣ avg_100 : 5.170218 ∣ l2loss : 5.343966 ∣ 
[  epoch 0021/0030] 1160/4800, lr:6.3e-06 ∣ avg_100 : 5.171518 ∣ l2loss : 5.258041 ∣ 
[  epoch 0021/0030] 1170/4800, lr:6.3e-06 ∣ avg_100 : 5.171227 ∣ l2loss : 5.022127 ∣ 
[  epoch 0021/0030] 1180/4800, lr:6.3e-06 ∣ avg_100 : 5.171415 ∣ l2loss : 5.205506 ∣ 
[  epoch 0021/0030] 1190/4800, lr:6.3e-06 ∣ avg_100 : 5.173077 ∣ l2loss : 5.204145 ∣ 
[  epoch 0021/0030] 1200/4800, lr:6.3e-06 ∣ avg_100 : 5.172672 ∣ l2loss : 5.262074 ∣ 
[  epoch 0021/0030] 1210/4800, lr:6.3e-06 ∣ avg_100 : 5.171449 ∣ l2loss : 5.142232 ∣ 
[  epoch 0021/0030] 1220/4800, lr:6.3e-06 ∣ avg_100 : 5.172781 ∣ l2loss : 5.076396 ∣ 
[  epoch 0021/0030] 1230/4800, lr:6.3e-06 ∣ avg_100 : 5.173420 ∣ l2loss : 5.192041 ∣ 
[  epoch 0021/0030] 1240/4800, lr:6.3e-06 ∣ avg_100 : 5.173969 ∣ l2loss : 5.357535 ∣ 
[  epoch 0021/0030] 1250/4800, lr:6.3e-06 ∣ avg_100 : 5.173628 ∣ l2loss : 5.148551 ∣ 
[  epoch 0021/0030] 1260/4800, lr:6.3e-06 ∣ avg_100 : 5.173761 ∣ l2loss : 5.238407 ∣ 
[  epoch 0021/0030] 1270/4800, lr:6.3e-06 ∣ avg_100 : 5.170050 ∣ l2loss : 5.071225 ∣ 
[  epoch 0021/0030] 1280/4800, lr:6.3e-06 ∣ avg_100 : 5.173023 ∣ l2loss : 5.187110 ∣ 
[  epoch 0021/0030] 1290/4800, lr:6.3e-06 ∣ avg_100 : 5.168670 ∣ l2loss : 5.024402 ∣ 
[  epoch 0021/0030] 1300/4800, lr:6.3e-06 ∣ avg_100 : 5.167593 ∣ l2loss : 5.120672 ∣ 
[  epoch 0021/0030] 1310/4800, lr:6.3e-06 ∣ avg_100 : 5.168335 ∣ l2loss : 5.306468 ∣ 
[  epoch 0021/0030] 1320/4800, lr:6.3e-06 ∣ avg_100 : 5.168609 ∣ l2loss : 5.300286 ∣ 
[  epoch 0021/0030] 1330/4800, lr:6.3e-06 ∣ avg_100 : 5.168570 ∣ l2loss : 5.193641 ∣ 
[  epoch 0021/0030] 1340/4800, lr:6.3e-06 ∣ avg_100 : 5.169371 ∣ l2loss : 5.319894 ∣ 
[  epoch 0021/0030] 1350/4800, lr:6.3e-06 ∣ avg_100 : 5.169098 ∣ l2loss : 5.165162 ∣ 
[  epoch 0021/0030] 1360/4800, lr:6.3e-06 ∣ avg_100 : 5.162502 ∣ l2loss : 4.686910 ∣ 
[  epoch 0021/0030] 1370/4800, lr:6.3e-06 ∣ avg_100 : 5.162992 ∣ l2loss : 5.024417 ∣ 
[  epoch 0021/0030] 1380/4800, lr:6.3e-06 ∣ avg_100 : 5.162245 ∣ l2loss : 5.000138 ∣ 
[  epoch 0021/0030] 1390/4800, lr:6.3e-06 ∣ avg_100 : 5.164554 ∣ l2loss : 5.400280 ∣ 
[  epoch 0021/0030] 1400/4800, lr:6.3e-06 ∣ avg_100 : 5.164858 ∣ l2loss : 5.152475 ∣ 
[  epoch 0021/0030] 1410/4800, lr:6.3e-06 ∣ avg_100 : 5.161722 ∣ l2loss : 4.897850 ∣ 
[  epoch 0021/0030] 1420/4800, lr:6.3e-06 ∣ avg_100 : 5.158967 ∣ l2loss : 4.947365 ∣ 
[  epoch 0021/0030] 1430/4800, lr:6.3e-06 ∣ avg_100 : 5.160266 ∣ l2loss : 5.344196 ∣ 
[  epoch 0021/0030] 1440/4800, lr:6.3e-06 ∣ avg_100 : 5.159953 ∣ l2loss : 5.065781 ∣ 
[  epoch 0021/0030] 1450/4800, lr:6.3e-06 ∣ avg_100 : 5.162041 ∣ l2loss : 5.286176 ∣ 
[  epoch 0021/0030] 1460/4800, lr:6.3e-06 ∣ avg_100 : 5.161942 ∣ l2loss : 5.207158 ∣ 
[  epoch 0021/0030] 1470/4800, lr:6.3e-06 ∣ avg_100 : 5.165894 ∣ l2loss : 5.627680 ∣ 
[  epoch 0021/0030] 1480/4800, lr:6.3e-06 ∣ avg_100 : 5.166612 ∣ l2loss : 5.041421 ∣ 
[  epoch 0021/0030] 1490/4800, lr:6.3e-06 ∣ avg_100 : 5.165371 ∣ l2loss : 5.183623 ∣ 
[  epoch 0021/0030] 1500/4800, lr:6.3e-06 ∣ avg_100 : 5.162601 ∣ l2loss : 5.189815 ∣ 
[  epoch 0021/0030] 1510/4800, lr:6.3e-06 ∣ avg_100 : 5.163363 ∣ l2loss : 5.284196 ∣ 
[  epoch 0021/0030] 1520/4800, lr:6.3e-06 ∣ avg_100 : 5.163738 ∣ l2loss : 5.156533 ∣ 
[  epoch 0021/0030] 1530/4800, lr:6.3e-06 ∣ avg_100 : 5.164945 ∣ l2loss : 5.114041 ∣ 
[  epoch 0021/0030] 1540/4800, lr:6.3e-06 ∣ avg_100 : 5.161886 ∣ l2loss : 4.797283 ∣ 
[  epoch 0021/0030] 1550/4800, lr:6.3e-06 ∣ avg_100 : 5.165102 ∣ l2loss : 5.361825 ∣ 
[  epoch 0021/0030] 1560/4800, lr:6.3e-06 ∣ avg_100 : 5.162669 ∣ l2loss : 5.143032 ∣ 
[  epoch 0021/0030] 1570/4800, lr:6.3e-06 ∣ avg_100 : 5.161899 ∣ l2loss : 5.130524 ∣ 
[  epoch 0021/0030] 1580/4800, lr:6.3e-06 ∣ avg_100 : 5.162979 ∣ l2loss : 5.073541 ∣ 
[  epoch 0021/0030] 1590/4800, lr:6.3e-06 ∣ avg_100 : 5.166670 ∣ l2loss : 5.291088 ∣ 
[  epoch 0021/0030] 1600/4800, lr:6.3e-06 ∣ avg_100 : 5.164438 ∣ l2loss : 5.031386 ∣ 
[  epoch 0021/0030] 1610/4800, lr:6.3e-06 ∣ avg_100 : 5.163865 ∣ l2loss : 5.062092 ∣ 
[  epoch 0021/0030] 1620/4800, lr:6.3e-06 ∣ avg_100 : 5.166871 ∣ l2loss : 5.234658 ∣ 
[  epoch 0021/0030] 1630/4800, lr:6.3e-06 ∣ avg_100 : 5.165702 ∣ l2loss : 5.149761 ∣ 
[  epoch 0021/0030] 1640/4800, lr:6.3e-06 ∣ avg_100 : 5.165326 ∣ l2loss : 5.079329 ∣ 
[  epoch 0021/0030] 1650/4800, lr:6.3e-06 ∣ avg_100 : 5.165241 ∣ l2loss : 5.201275 ∣ 
[  epoch 0021/0030] 1660/4800, lr:6.3e-06 ∣ avg_100 : 5.163082 ∣ l2loss : 4.953586 ∣ 
[  epoch 0021/0030] 1670/4800, lr:6.3e-06 ∣ avg_100 : 5.163414 ∣ l2loss : 5.194661 ∣ 
[  epoch 0021/0030] 1680/4800, lr:6.3e-06 ∣ avg_100 : 5.158306 ∣ l2loss : 4.879448 ∣ 
[  epoch 0021/0030] 1690/4800, lr:6.3e-06 ∣ avg_100 : 5.160287 ∣ l2loss : 5.173346 ∣ 
[  epoch 0021/0030] 1700/4800, lr:6.3e-06 ∣ avg_100 : 5.160835 ∣ l2loss : 5.120097 ∣ 
[  epoch 0021/0030] 1710/4800, lr:6.3e-06 ∣ avg_100 : 5.161971 ∣ l2loss : 5.267820 ∣ 
[  epoch 0021/0030] 1720/4800, lr:6.3e-06 ∣ avg_100 : 5.163163 ∣ l2loss : 5.041520 ∣ 
[  epoch 0021/0030] 1730/4800, lr:6.3e-06 ∣ avg_100 : 5.165438 ∣ l2loss : 5.120248 ∣ 
[  epoch 0021/0030] 1740/4800, lr:6.3e-06 ∣ avg_100 : 5.165175 ∣ l2loss : 5.063745 ∣ 
[  epoch 0021/0030] 1750/4800, lr:6.3e-06 ∣ avg_100 : 5.168973 ∣ l2loss : 5.378223 ∣ 
[  epoch 0021/0030] 1760/4800, lr:6.3e-06 ∣ avg_100 : 5.167729 ∣ l2loss : 4.924945 ∣ 
[  epoch 0021/0030] 1770/4800, lr:6.3e-06 ∣ avg_100 : 5.170806 ∣ l2loss : 5.206073 ∣ 
[  epoch 0021/0030] 1780/4800, lr:6.3e-06 ∣ avg_100 : 5.169555 ∣ l2loss : 5.060614 ∣ 
[  epoch 0021/0030] 1790/4800, lr:6.3e-06 ∣ avg_100 : 5.168577 ∣ l2loss : 5.217687 ∣ 
[  epoch 0021/0030] 1800/4800, lr:6.3e-06 ∣ avg_100 : 5.169099 ∣ l2loss : 5.163504 ∣ 
[  epoch 0021/0030] 1810/4800, lr:6.3e-06 ∣ avg_100 : 5.166395 ∣ l2loss : 5.001059 ∣ 
[  epoch 0021/0030] 1820/4800, lr:6.3e-06 ∣ avg_100 : 5.167449 ∣ l2loss : 5.059276 ∣ 
[  epoch 0021/0030] 1830/4800, lr:6.3e-06 ∣ avg_100 : 5.169232 ∣ l2loss : 5.191894 ∣ 
[  epoch 0021/0030] 1840/4800, lr:6.3e-06 ∣ avg_100 : 5.170940 ∣ l2loss : 5.233781 ∣ 
[  epoch 0021/0030] 1850/4800, lr:6.3e-06 ∣ avg_100 : 5.172929 ∣ l2loss : 5.256049 ∣ 
[  epoch 0021/0030] 1860/4800, lr:6.3e-06 ∣ avg_100 : 5.174656 ∣ l2loss : 5.174184 ∣ 
[  epoch 0021/0030] 1870/4800, lr:6.3e-06 ∣ avg_100 : 5.178693 ∣ l2loss : 5.403738 ∣ 
[  epoch 0021/0030] 1880/4800, lr:6.3e-06 ∣ avg_100 : 5.180049 ∣ l2loss : 5.418423 ∣ 
[  epoch 0021/0030] 1890/4800, lr:6.3e-06 ∣ avg_100 : 5.180755 ∣ l2loss : 5.163269 ∣ 
[  epoch 0021/0030] 1900/4800, lr:6.3e-06 ∣ avg_100 : 5.178451 ∣ l2loss : 5.223821 ∣ 
[  epoch 0021/0030] 1910/4800, lr:6.3e-06 ∣ avg_100 : 5.180659 ∣ l2loss : 5.383518 ∣ 
[  epoch 0021/0030] 1920/4800, lr:6.3e-06 ∣ avg_100 : 5.184347 ∣ l2loss : 5.496041 ∣ 
[  epoch 0021/0030] 1930/4800, lr:6.3e-06 ∣ avg_100 : 5.183536 ∣ l2loss : 5.157165 ∣ 
[  epoch 0021/0030] 1940/4800, lr:6.3e-06 ∣ avg_100 : 5.178155 ∣ l2loss : 4.885848 ∣ 
[  epoch 0021/0030] 1950/4800, lr:6.3e-06 ∣ avg_100 : 5.175103 ∣ l2loss : 4.937084 ∣ 
[  epoch 0021/0030] 1960/4800, lr:6.3e-06 ∣ avg_100 : 5.177649 ∣ l2loss : 5.292279 ∣ 
[  epoch 0021/0030] 1970/4800, lr:6.3e-06 ∣ avg_100 : 5.176261 ∣ l2loss : 5.258064 ∣ 
[  epoch 0021/0030] 1980/4800, lr:6.3e-06 ∣ avg_100 : 5.174629 ∣ l2loss : 5.170180 ∣ 
[  epoch 0021/0030] 1990/4800, lr:6.3e-06 ∣ avg_100 : 5.175221 ∣ l2loss : 5.395522 ∣ 
[  epoch 0021/0030] 2000/4800, lr:6.3e-06 ∣ avg_100 : 5.175916 ∣ l2loss : 5.216949 ∣ 
[  epoch 0021/0030] 2010/4800, lr:6.3e-06 ∣ avg_100 : 5.172418 ∣ l2loss : 5.108063 ∣ 
[  epoch 0021/0030] 2020/4800, lr:6.3e-06 ∣ avg_100 : 5.169851 ∣ l2loss : 5.141716 ∣ 
[  epoch 0021/0030] 2030/4800, lr:6.3e-06 ∣ avg_100 : 5.169853 ∣ l2loss : 5.236319 ∣ 
[  epoch 0021/0030] 2040/4800, lr:6.3e-06 ∣ avg_100 : 5.170680 ∣ l2loss : 5.210435 ∣ 
[  epoch 0021/0030] 2050/4800, lr:6.3e-06 ∣ avg_100 : 5.168923 ∣ l2loss : 5.053255 ∣ 
[  epoch 0021/0030] 2060/4800, lr:6.3e-06 ∣ avg_100 : 5.171655 ∣ l2loss : 5.408462 ∣ 
[  epoch 0021/0030] 2070/4800, lr:6.3e-06 ∣ avg_100 : 5.170013 ∣ l2loss : 5.238897 ∣ 
[  epoch 0021/0030] 2080/4800, lr:6.3e-06 ∣ avg_100 : 5.170468 ∣ l2loss : 5.325152 ∣ 
[  epoch 0021/0030] 2090/4800, lr:6.3e-06 ∣ avg_100 : 5.171332 ∣ l2loss : 5.352434 ∣ 
[  epoch 0021/0030] 2100/4800, lr:6.3e-06 ∣ avg_100 : 5.173286 ∣ l2loss : 5.134617 ∣ 
[  epoch 0021/0030] 2110/4800, lr:6.3e-06 ∣ avg_100 : 5.170914 ∣ l2loss : 5.127317 ∣ 
[  epoch 0021/0030] 2120/4800, lr:6.3e-06 ∣ avg_100 : 5.171245 ∣ l2loss : 5.135924 ∣ 
[  epoch 0021/0030] 2130/4800, lr:6.3e-06 ∣ avg_100 : 5.168062 ∣ l2loss : 4.899523 ∣ 
[  epoch 0021/0030] 2140/4800, lr:6.3e-06 ∣ avg_100 : 5.169968 ∣ l2loss : 5.235267 ∣ 
[  epoch 0021/0030] 2150/4800, lr:6.3e-06 ∣ avg_100 : 5.168965 ∣ l2loss : 5.243722 ∣ 
[  epoch 0021/0030] 2160/4800, lr:6.3e-06 ∣ avg_100 : 5.168526 ∣ l2loss : 5.214092 ∣ 
[  epoch 0021/0030] 2170/4800, lr:6.3e-06 ∣ avg_100 : 5.172141 ∣ l2loss : 5.383689 ∣ 
[  epoch 0021/0030] 2180/4800, lr:6.3e-06 ∣ avg_100 : 5.170991 ∣ l2loss : 5.090514 ∣ 
[  epoch 0021/0030] 2190/4800, lr:6.3e-06 ∣ avg_100 : 5.169903 ∣ l2loss : 5.095292 ∣ 
[  epoch 0021/0030] 2200/4800, lr:6.3e-06 ∣ avg_100 : 5.167496 ∣ l2loss : 5.021387 ∣ 
[  epoch 0021/0030] 2210/4800, lr:6.3e-06 ∣ avg_100 : 5.167907 ∣ l2loss : 5.183277 ∣ 
[  epoch 0021/0030] 2220/4800, lr:6.3e-06 ∣ avg_100 : 5.168958 ∣ l2loss : 5.181561 ∣ 
[  epoch 0021/0030] 2230/4800, lr:6.3e-06 ∣ avg_100 : 5.169699 ∣ l2loss : 5.266089 ∣ 
[  epoch 0021/0030] 2240/4800, lr:6.3e-06 ∣ avg_100 : 5.169334 ∣ l2loss : 5.321073 ∣ 
[  epoch 0021/0030] 2250/4800, lr:6.3e-06 ∣ avg_100 : 5.168728 ∣ l2loss : 5.087937 ∣ 
[  epoch 0021/0030] 2260/4800, lr:6.3e-06 ∣ avg_100 : 5.165626 ∣ l2loss : 4.928242 ∣ 
[  epoch 0021/0030] 2270/4800, lr:6.3e-06 ∣ avg_100 : 5.164821 ∣ l2loss : 4.990662 ∣ 
[  epoch 0021/0030] 2280/4800, lr:6.3e-06 ∣ avg_100 : 5.165027 ∣ l2loss : 5.207771 ∣ 
[  epoch 0021/0030] 2290/4800, lr:6.3e-06 ∣ avg_100 : 5.167384 ∣ l2loss : 5.260099 ∣ 
[  epoch 0021/0030] 2300/4800, lr:6.3e-06 ∣ avg_100 : 5.168038 ∣ l2loss : 5.186086 ∣ 
[  epoch 0021/0030] 2310/4800, lr:6.3e-06 ∣ avg_100 : 5.166226 ∣ l2loss : 5.125235 ∣ 
[  epoch 0021/0030] 2320/4800, lr:6.3e-06 ∣ avg_100 : 5.163832 ∣ l2loss : 5.060834 ∣ 
[  epoch 0021/0030] 2330/4800, lr:6.3e-06 ∣ avg_100 : 5.163190 ∣ l2loss : 5.129495 ∣ 
[  epoch 0021/0030] 2340/4800, lr:6.3e-06 ∣ avg_100 : 5.163214 ∣ l2loss : 5.322306 ∣ 
[  epoch 0021/0030] 2350/4800, lr:6.3e-06 ∣ avg_100 : 5.162189 ∣ l2loss : 5.062612 ∣ 
[  epoch 0021/0030] 2360/4800, lr:6.3e-06 ∣ avg_100 : 5.168349 ∣ l2loss : 5.302944 ∣ 
[  epoch 0021/0030] 2370/4800, lr:6.3e-06 ∣ avg_100 : 5.168925 ∣ l2loss : 5.082015 ∣ 
[  epoch 0021/0030] 2380/4800, lr:6.3e-06 ∣ avg_100 : 5.171298 ∣ l2loss : 5.237431 ∣ 
[  epoch 0021/0030] 2390/4800, lr:6.3e-06 ∣ avg_100 : 5.170353 ∣ l2loss : 5.305787 ∣ 
[  epoch 0021/0030] 2400/4800, lr:6.3e-06 ∣ avg_100 : 5.167864 ∣ l2loss : 4.903609 ∣ 
[  epoch 0021/0030] 2410/4800, lr:6.3e-06 ∣ avg_100 : 5.172210 ∣ l2loss : 5.332439 ∣ 
[  epoch 0021/0030] 2420/4800, lr:6.3e-06 ∣ avg_100 : 5.176165 ∣ l2loss : 5.342892 ∣ 
[  epoch 0021/0030] 2430/4800, lr:6.3e-06 ∣ avg_100 : 5.172953 ∣ l2loss : 5.022938 ∣ 
[  epoch 0021/0030] 2440/4800, lr:6.3e-06 ∣ avg_100 : 5.173173 ∣ l2loss : 5.087761 ∣ 
[  epoch 0021/0030] 2450/4800, lr:6.3e-06 ∣ avg_100 : 5.169758 ∣ l2loss : 4.944735 ∣ 
[  epoch 0021/0030] 2460/4800, lr:6.3e-06 ∣ avg_100 : 5.168494 ∣ l2loss : 5.080680 ∣ 
[  epoch 0021/0030] 2470/4800, lr:6.3e-06 ∣ avg_100 : 5.165080 ∣ l2loss : 5.286353 ∣ 
[  epoch 0021/0030] 2480/4800, lr:6.3e-06 ∣ avg_100 : 5.165791 ∣ l2loss : 5.112489 ∣ 
[  epoch 0021/0030] 2490/4800, lr:6.3e-06 ∣ avg_100 : 5.165665 ∣ l2loss : 5.170995 ∣ 
[  epoch 0021/0030] 2500/4800, lr:6.3e-06 ∣ avg_100 : 5.164695 ∣ l2loss : 5.092861 ∣ 
[  epoch 0021/0030] 2510/4800, lr:6.3e-06 ∣ avg_100 : 5.161478 ∣ l2loss : 4.962442 ∣ 
[  epoch 0021/0030] 2520/4800, lr:6.3e-06 ∣ avg_100 : 5.162331 ∣ l2loss : 5.241892 ∣ 
[  epoch 0021/0030] 2530/4800, lr:6.3e-06 ∣ avg_100 : 5.162544 ∣ l2loss : 5.135340 ∣ 
[  epoch 0021/0030] 2540/4800, lr:6.3e-06 ∣ avg_100 : 5.167260 ∣ l2loss : 5.268878 ∣ 
[  epoch 0021/0030] 2550/4800, lr:6.3e-06 ∣ avg_100 : 5.164521 ∣ l2loss : 5.087898 ∣ 
[  epoch 0021/0030] 2560/4800, lr:6.3e-06 ∣ avg_100 : 5.166789 ∣ l2loss : 5.369824 ∣ 
[  epoch 0021/0030] 2570/4800, lr:6.3e-06 ∣ avg_100 : 5.166384 ∣ l2loss : 5.090021 ∣ 
[  epoch 0021/0030] 2580/4800, lr:6.3e-06 ∣ avg_100 : 5.164666 ∣ l2loss : 4.901810 ∣ 
[  epoch 0021/0030] 2590/4800, lr:6.3e-06 ∣ avg_100 : 5.162799 ∣ l2loss : 5.104339 ∣ 
[  epoch 0021/0030] 2600/4800, lr:6.3e-06 ∣ avg_100 : 5.164560 ∣ l2loss : 5.207503 ∣ 
[  epoch 0021/0030] 2610/4800, lr:6.3e-06 ∣ avg_100 : 5.166806 ∣ l2loss : 5.286631 ∣ 
[  epoch 0021/0030] 2620/4800, lr:6.3e-06 ∣ avg_100 : 5.167870 ∣ l2loss : 5.341129 ∣ 
[  epoch 0021/0030] 2630/4800, lr:6.3e-06 ∣ avg_100 : 5.167209 ∣ l2loss : 5.083660 ∣ 
[  epoch 0021/0030] 2640/4800, lr:6.3e-06 ∣ avg_100 : 5.167266 ∣ l2loss : 5.085019 ∣ 
[  epoch 0021/0030] 2650/4800, lr:6.3e-06 ∣ avg_100 : 5.164690 ∣ l2loss : 4.943694 ∣ 
[  epoch 0021/0030] 2660/4800, lr:6.3e-06 ∣ avg_100 : 5.167978 ∣ l2loss : 5.282354 ∣ 
[  epoch 0021/0030] 2670/4800, lr:6.3e-06 ∣ avg_100 : 5.166463 ∣ l2loss : 5.043132 ∣ 
[  epoch 0021/0030] 2680/4800, lr:6.3e-06 ∣ avg_100 : 5.171516 ∣ l2loss : 5.384774 ∣ 
[  epoch 0021/0030] 2690/4800, lr:6.3e-06 ∣ avg_100 : 5.173270 ∣ l2loss : 5.348714 ∣ 
[  epoch 0021/0030] 2700/4800, lr:6.3e-06 ∣ avg_100 : 5.174698 ∣ l2loss : 5.262949 ∣ 
[  epoch 0021/0030] 2710/4800, lr:6.3e-06 ∣ avg_100 : 5.172949 ∣ l2loss : 5.092862 ∣ 
[  epoch 0021/0030] 2720/4800, lr:6.3e-06 ∣ avg_100 : 5.173408 ∣ l2loss : 5.087500 ∣ 
[  epoch 0021/0030] 2730/4800, lr:6.3e-06 ∣ avg_100 : 5.171698 ∣ l2loss : 4.949255 ∣ 
[  epoch 0021/0030] 2740/4800, lr:6.3e-06 ∣ avg_100 : 5.172407 ∣ l2loss : 5.134555 ∣ 
[  epoch 0021/0030] 2750/4800, lr:6.3e-06 ∣ avg_100 : 5.171799 ∣ l2loss : 5.317511 ∣ 
[  epoch 0021/0030] 2760/4800, lr:6.3e-06 ∣ avg_100 : 5.172419 ∣ l2loss : 4.986955 ∣ 
[  epoch 0021/0030] 2770/4800, lr:6.3e-06 ∣ avg_100 : 5.171877 ∣ l2loss : 5.151797 ∣ 
[  epoch 0021/0030] 2780/4800, lr:6.3e-06 ∣ avg_100 : 5.173180 ∣ l2loss : 5.190971 ∣ 
[  epoch 0021/0030] 2790/4800, lr:6.3e-06 ∣ avg_100 : 5.172759 ∣ l2loss : 5.175564 ∣ 
[  epoch 0021/0030] 2800/4800, lr:6.3e-06 ∣ avg_100 : 5.173557 ∣ l2loss : 5.243250 ∣ 
[  epoch 0021/0030] 2810/4800, lr:6.3e-06 ∣ avg_100 : 5.174355 ∣ l2loss : 5.080919 ∣ 
[  epoch 0021/0030] 2820/4800, lr:6.3e-06 ∣ avg_100 : 5.173065 ∣ l2loss : 4.930230 ∣ 
[  epoch 0021/0030] 2830/4800, lr:6.3e-06 ∣ avg_100 : 5.172924 ∣ l2loss : 5.177795 ∣ 
[  epoch 0021/0030] 2840/4800, lr:6.3e-06 ∣ avg_100 : 5.172396 ∣ l2loss : 5.180998 ∣ 
[  epoch 0021/0030] 2850/4800, lr:6.3e-06 ∣ avg_100 : 5.172241 ∣ l2loss : 5.240546 ∣ 
[  epoch 0021/0030] 2860/4800, lr:6.3e-06 ∣ avg_100 : 5.172820 ∣ l2loss : 5.232087 ∣ 
[  epoch 0021/0030] 2870/4800, lr:6.3e-06 ∣ avg_100 : 5.171247 ∣ l2loss : 5.246408 ∣ 
[  epoch 0021/0030] 2880/4800, lr:6.3e-06 ∣ avg_100 : 5.167951 ∣ l2loss : 5.088864 ∣ 
[  epoch 0021/0030] 2890/4800, lr:6.3e-06 ∣ avg_100 : 5.167787 ∣ l2loss : 5.146854 ∣ 
[  epoch 0021/0030] 2900/4800, lr:6.3e-06 ∣ avg_100 : 5.167116 ∣ l2loss : 5.156710 ∣ 
[  epoch 0021/0030] 2910/4800, lr:6.3e-06 ∣ avg_100 : 5.165511 ∣ l2loss : 5.223071 ∣ 
[  epoch 0021/0030] 2920/4800, lr:6.3e-06 ∣ avg_100 : 5.162324 ∣ l2loss : 5.177340 ∣ 
[  epoch 0021/0030] 2930/4800, lr:6.3e-06 ∣ avg_100 : 5.164152 ∣ l2loss : 5.339927 ∣ 
[  epoch 0021/0030] 2940/4800, lr:6.3e-06 ∣ avg_100 : 5.167761 ∣ l2loss : 5.246782 ∣ 
[  epoch 0021/0030] 2950/4800, lr:6.3e-06 ∣ avg_100 : 5.170920 ∣ l2loss : 5.252978 ∣ 
[  epoch 0021/0030] 2960/4800, lr:6.3e-06 ∣ avg_100 : 5.170618 ∣ l2loss : 5.262027 ∣ 
[  epoch 0021/0030] 2970/4800, lr:6.3e-06 ∣ avg_100 : 5.168320 ∣ l2loss : 5.028284 ∣ 
[  epoch 0021/0030] 2980/4800, lr:6.3e-06 ∣ avg_100 : 5.168527 ∣ l2loss : 5.190932 ∣ 
[  epoch 0021/0030] 2990/4800, lr:6.3e-06 ∣ avg_100 : 5.166439 ∣ l2loss : 5.186718 ∣ 
[  epoch 0021/0030] 3000/4800, lr:6.3e-06 ∣ avg_100 : 5.167415 ∣ l2loss : 5.314502 ∣ 
[  epoch 0021/0030] 3010/4800, lr:6.3e-06 ∣ avg_100 : 5.168664 ∣ l2loss : 5.232994 ∣ 
[  epoch 0021/0030] 3020/4800, lr:6.3e-06 ∣ avg_100 : 5.168663 ∣ l2loss : 5.141638 ∣ 
[  epoch 0021/0030] 3030/4800, lr:6.3e-06 ∣ avg_100 : 5.168305 ∣ l2loss : 5.200474 ∣ 
[  epoch 0021/0030] 3040/4800, lr:6.3e-06 ∣ avg_100 : 5.165427 ∣ l2loss : 4.922633 ∣ 
[  epoch 0021/0030] 3050/4800, lr:6.3e-06 ∣ avg_100 : 5.167645 ∣ l2loss : 5.275050 ∣ 
[  epoch 0021/0030] 3060/4800, lr:6.3e-06 ∣ avg_100 : 5.163793 ∣ l2loss : 5.023269 ∣ 
[  epoch 0021/0030] 3070/4800, lr:6.3e-06 ∣ avg_100 : 5.162037 ∣ l2loss : 5.063340 ∣ 
[  epoch 0021/0030] 3080/4800, lr:6.3e-06 ∣ avg_100 : 5.158885 ∣ l2loss : 5.009949 ∣ 
[  epoch 0021/0030] 3090/4800, lr:6.3e-06 ∣ avg_100 : 5.154906 ∣ l2loss : 4.954466 ∣ 
[  epoch 0021/0030] 3100/4800, lr:6.3e-06 ∣ avg_100 : 5.153861 ∣ l2loss : 5.030129 ∣ 
[  epoch 0021/0030] 3110/4800, lr:6.3e-06 ∣ avg_100 : 5.152165 ∣ l2loss : 4.957757 ∣ 
[  epoch 0021/0030] 3120/4800, lr:6.3e-06 ∣ avg_100 : 5.153926 ∣ l2loss : 5.312024 ∣ 
[  epoch 0021/0030] 3130/4800, lr:6.3e-06 ∣ avg_100 : 5.157006 ∣ l2loss : 5.207495 ∣ 
[  epoch 0021/0030] 3140/4800, lr:6.3e-06 ∣ avg_100 : 5.156403 ∣ l2loss : 5.174961 ∣ 
[  epoch 0021/0030] 3150/4800, lr:6.3e-06 ∣ avg_100 : 5.158088 ∣ l2loss : 5.412275 ∣ 
[  epoch 0021/0030] 3160/4800, lr:6.3e-06 ∣ avg_100 : 5.158006 ∣ l2loss : 5.205898 ∣ 
[  epoch 0021/0030] 3170/4800, lr:6.3e-06 ∣ avg_100 : 5.156976 ∣ l2loss : 5.280616 ∣ 
[  epoch 0021/0030] 3180/4800, lr:6.3e-06 ∣ avg_100 : 5.156654 ∣ l2loss : 5.058382 ∣ 
[  epoch 0021/0030] 3190/4800, lr:6.3e-06 ∣ avg_100 : 5.155640 ∣ l2loss : 4.993820 ∣ 
[  epoch 0021/0030] 3200/4800, lr:6.3e-06 ∣ avg_100 : 5.155216 ∣ l2loss : 4.979040 ∣ 
[  epoch 0021/0030] 3210/4800, lr:6.3e-06 ∣ avg_100 : 5.154755 ∣ l2loss : 5.137180 ∣ 
[  epoch 0021/0030] 3220/4800, lr:6.3e-06 ∣ avg_100 : 5.153509 ∣ l2loss : 5.056969 ∣ 
[  epoch 0021/0030] 3230/4800, lr:6.3e-06 ∣ avg_100 : 5.152865 ∣ l2loss : 5.201642 ∣ 
[  epoch 0021/0030] 3240/4800, lr:6.3e-06 ∣ avg_100 : 5.152495 ∣ l2loss : 5.284071 ∣ 
[  epoch 0021/0030] 3250/4800, lr:6.3e-06 ∣ avg_100 : 5.155384 ∣ l2loss : 5.376882 ∣ 
[  epoch 0021/0030] 3260/4800, lr:6.3e-06 ∣ avg_100 : 5.157956 ∣ l2loss : 5.185447 ∣ 
[  epoch 0021/0030] 3270/4800, lr:6.3e-06 ∣ avg_100 : 5.159652 ∣ l2loss : 5.160245 ∣ 
[  epoch 0021/0030] 3280/4800, lr:6.3e-06 ∣ avg_100 : 5.160771 ∣ l2loss : 5.319704 ∣ 
[  epoch 0021/0030] 3290/4800, lr:6.3e-06 ∣ avg_100 : 5.158556 ∣ l2loss : 5.038579 ∣ 
[  epoch 0021/0030] 3300/4800, lr:6.3e-06 ∣ avg_100 : 5.158328 ∣ l2loss : 5.163283 ∣ 
[  epoch 0021/0030] 3310/4800, lr:6.3e-06 ∣ avg_100 : 5.161092 ∣ l2loss : 5.401610 ∣ 
[  epoch 0021/0030] 3320/4800, lr:6.3e-06 ∣ avg_100 : 5.162370 ∣ l2loss : 5.188683 ∣ 
[  epoch 0021/0030] 3330/4800, lr:6.3e-06 ∣ avg_100 : 5.161589 ∣ l2loss : 5.051306 ∣ 
[  epoch 0021/0030] 3340/4800, lr:6.3e-06 ∣ avg_100 : 5.159900 ∣ l2loss : 5.153468 ∣ 
[  epoch 0021/0030] 3350/4800, lr:6.3e-06 ∣ avg_100 : 5.160959 ∣ l2loss : 5.168479 ∣ 
[  epoch 0021/0030] 3360/4800, lr:6.3e-06 ∣ avg_100 : 5.159801 ∣ l2loss : 5.187108 ∣ 
[  epoch 0021/0030] 3370/4800, lr:6.3e-06 ∣ avg_100 : 5.160539 ∣ l2loss : 5.155827 ∣ 
[  epoch 0021/0030] 3380/4800, lr:6.3e-06 ∣ avg_100 : 5.158776 ∣ l2loss : 5.061200 ∣ 
[  epoch 0021/0030] 3390/4800, lr:6.3e-06 ∣ avg_100 : 5.154502 ∣ l2loss : 4.878388 ∣ 
[  epoch 0021/0030] 3400/4800, lr:6.3e-06 ∣ avg_100 : 5.156118 ∣ l2loss : 5.065222 ∣ 
[  epoch 0021/0030] 3410/4800, lr:6.3e-06 ∣ avg_100 : 5.152655 ∣ l2loss : 4.986119 ∣ 
[  epoch 0021/0030] 3420/4800, lr:6.3e-06 ∣ avg_100 : 5.150924 ∣ l2loss : 5.169773 ∣ 
[  epoch 0021/0030] 3430/4800, lr:6.3e-06 ∣ avg_100 : 5.154144 ∣ l2loss : 5.344890 ∣ 
[  epoch 0021/0030] 3440/4800, lr:6.3e-06 ∣ avg_100 : 5.154021 ∣ l2loss : 5.075528 ∣ 
[  epoch 0021/0030] 3450/4800, lr:6.3e-06 ∣ avg_100 : 5.151887 ∣ l2loss : 4.731359 ∣ 
[  epoch 0021/0030] 3460/4800, lr:6.3e-06 ∣ avg_100 : 5.152157 ∣ l2loss : 5.107649 ∣ 
[  epoch 0021/0030] 3470/4800, lr:6.3e-06 ∣ avg_100 : 5.147588 ∣ l2loss : 4.829390 ∣ 
[  epoch 0021/0030] 3480/4800, lr:6.3e-06 ∣ avg_100 : 5.146727 ∣ l2loss : 5.026424 ∣ 
[  epoch 0021/0030] 3490/4800, lr:6.3e-06 ∣ avg_100 : 5.147960 ∣ l2loss : 5.294341 ∣ 
[  epoch 0021/0030] 3500/4800, lr:6.3e-06 ∣ avg_100 : 5.148392 ∣ l2loss : 5.136004 ∣ 
[  epoch 0021/0030] 3510/4800, lr:6.3e-06 ∣ avg_100 : 5.149418 ∣ l2loss : 5.065066 ∣ 
[  epoch 0021/0030] 3520/4800, lr:6.3e-06 ∣ avg_100 : 5.149071 ∣ l2loss : 5.207212 ∣ 
[  epoch 0021/0030] 3530/4800, lr:6.3e-06 ∣ avg_100 : 5.148815 ∣ l2loss : 5.109754 ∣ 
[  epoch 0021/0030] 3540/4800, lr:6.3e-06 ∣ avg_100 : 5.147860 ∣ l2loss : 5.173392 ∣ 
[  epoch 0021/0030] 3550/4800, lr:6.3e-06 ∣ avg_100 : 5.146752 ∣ l2loss : 4.977035 ∣ 
[  epoch 0021/0030] 3560/4800, lr:6.3e-06 ∣ avg_100 : 5.146174 ∣ l2loss : 5.312083 ∣ 
[  epoch 0021/0030] 3570/4800, lr:6.3e-06 ∣ avg_100 : 5.146241 ∣ l2loss : 5.096652 ∣ 
[  epoch 0021/0030] 3580/4800, lr:6.3e-06 ∣ avg_100 : 5.150013 ∣ l2loss : 5.279065 ∣ 
[  epoch 0021/0030] 3590/4800, lr:6.3e-06 ∣ avg_100 : 5.150894 ∣ l2loss : 5.192445 ∣ 
[  epoch 0021/0030] 3600/4800, lr:6.3e-06 ∣ avg_100 : 5.149495 ∣ l2loss : 5.067613 ∣ 
[  epoch 0021/0030] 3610/4800, lr:6.3e-06 ∣ avg_100 : 5.146711 ∣ l2loss : 5.008142 ∣ 
[  epoch 0021/0030] 3620/4800, lr:6.3e-06 ∣ avg_100 : 5.147111 ∣ l2loss : 5.381147 ∣ 
[  epoch 0021/0030] 3630/4800, lr:6.3e-06 ∣ avg_100 : 5.148536 ∣ l2loss : 5.226191 ∣ 
[  epoch 0021/0030] 3640/4800, lr:6.3e-06 ∣ avg_100 : 5.148064 ∣ l2loss : 5.037825 ∣ 
[  epoch 0021/0030] 3650/4800, lr:6.3e-06 ∣ avg_100 : 5.148938 ∣ l2loss : 5.031087 ∣ 
[  epoch 0021/0030] 3660/4800, lr:6.3e-06 ∣ avg_100 : 5.146642 ∣ l2loss : 5.052723 ∣ 
[  epoch 0021/0030] 3670/4800, lr:6.3e-06 ∣ avg_100 : 5.148298 ∣ l2loss : 5.208802 ∣ 
[  epoch 0021/0030] 3680/4800, lr:6.3e-06 ∣ avg_100 : 5.146852 ∣ l2loss : 5.240107 ∣ 
[  epoch 0021/0030] 3690/4800, lr:6.3e-06 ∣ avg_100 : 5.144574 ∣ l2loss : 5.120910 ∣ 
[  epoch 0021/0030] 3700/4800, lr:6.3e-06 ∣ avg_100 : 5.141159 ∣ l2loss : 4.921476 ∣ 
[  epoch 0021/0030] 3710/4800, lr:6.3e-06 ∣ avg_100 : 5.139712 ∣ l2loss : 4.948196 ∣ 
[  epoch 0021/0030] 3720/4800, lr:6.3e-06 ∣ avg_100 : 5.138743 ∣ l2loss : 4.990550 ∣ 
[  epoch 0021/0030] 3730/4800, lr:6.3e-06 ∣ avg_100 : 5.140924 ∣ l2loss : 5.167316 ∣ 
[  epoch 0021/0030] 3740/4800, lr:6.3e-06 ∣ avg_100 : 5.140420 ∣ l2loss : 5.084175 ∣ 
[  epoch 0021/0030] 3750/4800, lr:6.3e-06 ∣ avg_100 : 5.137961 ∣ l2loss : 5.071653 ∣ 
[  epoch 0021/0030] 3760/4800, lr:6.3e-06 ∣ avg_100 : 5.140158 ∣ l2loss : 5.206638 ∣ 
[  epoch 0021/0030] 3770/4800, lr:6.3e-06 ∣ avg_100 : 5.138952 ∣ l2loss : 5.031246 ∣ 
[  epoch 0021/0030] 3780/4800, lr:6.3e-06 ∣ avg_100 : 5.136524 ∣ l2loss : 4.948096 ∣ 
[  epoch 0021/0030] 3790/4800, lr:6.3e-06 ∣ avg_100 : 5.135671 ∣ l2loss : 5.090292 ∣ 
[  epoch 0021/0030] 3800/4800, lr:6.3e-06 ∣ avg_100 : 5.135187 ∣ l2loss : 5.194840 ∣ 
[  epoch 0021/0030] 3810/4800, lr:6.3e-06 ∣ avg_100 : 5.134957 ∣ l2loss : 5.057909 ∣ 
[  epoch 0021/0030] 3820/4800, lr:6.3e-06 ∣ avg_100 : 5.138749 ∣ l2loss : 5.309408 ∣ 
[  epoch 0021/0030] 3830/4800, lr:6.3e-06 ∣ avg_100 : 5.137767 ∣ l2loss : 5.079611 ∣ 
[  epoch 0021/0030] 3840/4800, lr:6.3e-06 ∣ avg_100 : 5.138247 ∣ l2loss : 5.229043 ∣ 
[  epoch 0021/0030] 3850/4800, lr:6.3e-06 ∣ avg_100 : 5.137388 ∣ l2loss : 5.154588 ∣ 
[  epoch 0021/0030] 3860/4800, lr:6.3e-06 ∣ avg_100 : 5.136873 ∣ l2loss : 5.180675 ∣ 
[  epoch 0021/0030] 3870/4800, lr:6.3e-06 ∣ avg_100 : 5.137779 ∣ l2loss : 5.336961 ∣ 
[  epoch 0021/0030] 3880/4800, lr:6.3e-06 ∣ avg_100 : 5.133895 ∣ l2loss : 4.700442 ∣ 
[  epoch 0021/0030] 3890/4800, lr:6.3e-06 ∣ avg_100 : 5.132978 ∣ l2loss : 5.055135 ∣ 
[  epoch 0021/0030] 3900/4800, lr:6.3e-06 ∣ avg_100 : 5.130517 ∣ l2loss : 4.910673 ∣ 
[  epoch 0021/0030] 3910/4800, lr:6.3e-06 ∣ avg_100 : 5.130836 ∣ l2loss : 5.254911 ∣ 
[  epoch 0021/0030] 3920/4800, lr:6.3e-06 ∣ avg_100 : 5.131576 ∣ l2loss : 5.251427 ∣ 
[  epoch 0021/0030] 3930/4800, lr:6.3e-06 ∣ avg_100 : 5.128567 ∣ l2loss : 5.038961 ∣ 
[  epoch 0021/0030] 3940/4800, lr:6.3e-06 ∣ avg_100 : 5.130154 ∣ l2loss : 5.405482 ∣ 
[  epoch 0021/0030] 3950/4800, lr:6.3e-06 ∣ avg_100 : 5.129993 ∣ l2loss : 5.236929 ∣ 
[  epoch 0021/0030] 3960/4800, lr:6.3e-06 ∣ avg_100 : 5.128110 ∣ l2loss : 5.073670 ∣ 
[  epoch 0021/0030] 3970/4800, lr:6.3e-06 ∣ avg_100 : 5.129496 ∣ l2loss : 5.166934 ∣ 
[  epoch 0021/0030] 3980/4800, lr:6.3e-06 ∣ avg_100 : 5.128397 ∣ l2loss : 5.080980 ∣ 
[  epoch 0021/0030] 3990/4800, lr:6.3e-06 ∣ avg_100 : 5.130098 ∣ l2loss : 5.356852 ∣ 
[  epoch 0021/0030] 4000/4800, lr:6.3e-06 ∣ avg_100 : 5.128690 ∣ l2loss : 5.173717 ∣ 
[  epoch 0021/0030] 4010/4800, lr:6.3e-06 ∣ avg_100 : 5.125940 ∣ l2loss : 4.957955 ∣ 
[  epoch 0021/0030] 4020/4800, lr:6.3e-06 ∣ avg_100 : 5.123655 ∣ l2loss : 4.913137 ∣ 
[  epoch 0021/0030] 4030/4800, lr:6.3e-06 ∣ avg_100 : 5.123854 ∣ l2loss : 5.220392 ∣ 
[  epoch 0021/0030] 4040/4800, lr:6.3e-06 ∣ avg_100 : 5.125863 ∣ l2loss : 5.123566 ∣ 
[  epoch 0021/0030] 4050/4800, lr:6.3e-06 ∣ avg_100 : 5.125231 ∣ l2loss : 5.211788 ∣ 
[  epoch 0021/0030] 4060/4800, lr:6.3e-06 ∣ avg_100 : 5.126194 ∣ l2loss : 5.119579 ∣ 
[  epoch 0021/0030] 4070/4800, lr:6.3e-06 ∣ avg_100 : 5.126262 ∣ l2loss : 5.070152 ∣ 
[  epoch 0021/0030] 4080/4800, lr:6.3e-06 ∣ avg_100 : 5.129406 ∣ l2loss : 5.324371 ∣ 
[  epoch 0021/0030] 4090/4800, lr:6.3e-06 ∣ avg_100 : 5.129863 ∣ l2loss : 5.000181 ∣ 
[  epoch 0021/0030] 4100/4800, lr:6.3e-06 ∣ avg_100 : 5.132344 ∣ l2loss : 5.278181 ∣ 
[  epoch 0021/0030] 4110/4800, lr:6.3e-06 ∣ avg_100 : 5.133716 ∣ l2loss : 5.095015 ∣ 
[  epoch 0021/0030] 4120/4800, lr:6.3e-06 ∣ avg_100 : 5.131452 ∣ l2loss : 5.085566 ∣ 
[  epoch 0021/0030] 4130/4800, lr:6.3e-06 ∣ avg_100 : 5.130863 ∣ l2loss : 5.148661 ∣ 
[  epoch 0021/0030] 4140/4800, lr:6.3e-06 ∣ avg_100 : 5.132170 ∣ l2loss : 5.305654 ∣ 
[  epoch 0021/0030] 4150/4800, lr:6.3e-06 ∣ avg_100 : 5.130216 ∣ l2loss : 5.216830 ∣ 
[  epoch 0021/0030] 4160/4800, lr:6.3e-06 ∣ avg_100 : 5.128626 ∣ l2loss : 5.046911 ∣ 
[  epoch 0021/0030] 4170/4800, lr:6.3e-06 ∣ avg_100 : 5.128889 ∣ l2loss : 5.306906 ∣ 
[  epoch 0021/0030] 4180/4800, lr:6.3e-06 ∣ avg_100 : 5.129716 ∣ l2loss : 5.141114 ∣ 
[  epoch 0021/0030] 4190/4800, lr:6.3e-06 ∣ avg_100 : 5.132065 ∣ l2loss : 5.228710 ∣ 
[  epoch 0021/0030] 4200/4800, lr:6.3e-06 ∣ avg_100 : 5.132903 ∣ l2loss : 5.062868 ∣ 
[  epoch 0021/0030] 4210/4800, lr:6.3e-06 ∣ avg_100 : 5.132233 ∣ l2loss : 5.070111 ∣ 
[  epoch 0021/0030] 4220/4800, lr:6.3e-06 ∣ avg_100 : 5.133058 ∣ l2loss : 5.139455 ∣ 
[  epoch 0021/0030] 4230/4800, lr:6.3e-06 ∣ avg_100 : 5.132413 ∣ l2loss : 5.137141 ∣ 
[  epoch 0021/0030] 4240/4800, lr:6.3e-06 ∣ avg_100 : 5.133289 ∣ l2loss : 5.371692 ∣ 
[  epoch 0021/0030] 4250/4800, lr:6.3e-06 ∣ avg_100 : 5.130914 ∣ l2loss : 5.139451 ∣ 
[  epoch 0021/0030] 4260/4800, lr:6.3e-06 ∣ avg_100 : 5.130882 ∣ l2loss : 5.182178 ∣ 
[  epoch 0021/0030] 4270/4800, lr:6.3e-06 ∣ avg_100 : 5.132450 ∣ l2loss : 5.317037 ∣ 
[  epoch 0021/0030] 4280/4800, lr:6.3e-06 ∣ avg_100 : 5.130185 ∣ l2loss : 5.093261 ∣ 
[  epoch 0021/0030] 4290/4800, lr:6.3e-06 ∣ avg_100 : 5.131253 ∣ l2loss : 5.145304 ∣ 
[  epoch 0021/0030] 4300/4800, lr:6.3e-06 ∣ avg_100 : 5.131975 ∣ l2loss : 5.235558 ∣ 
[  epoch 0021/0030] 4310/4800, lr:6.3e-06 ∣ avg_100 : 5.128117 ∣ l2loss : 5.015775 ∣ 
[  epoch 0021/0030] 4320/4800, lr:6.3e-06 ∣ avg_100 : 5.127594 ∣ l2loss : 5.136416 ∣ 
[  epoch 0021/0030] 4330/4800, lr:6.3e-06 ∣ avg_100 : 5.126374 ∣ l2loss : 4.929280 ∣ 
[  epoch 0021/0030] 4340/4800, lr:6.3e-06 ∣ avg_100 : 5.127784 ∣ l2loss : 5.294431 ∣ 
[  epoch 0021/0030] 4350/4800, lr:6.3e-06 ∣ avg_100 : 5.126456 ∣ l2loss : 5.035673 ∣ 
[  epoch 0021/0030] 4360/4800, lr:6.3e-06 ∣ avg_100 : 5.125504 ∣ l2loss : 5.091921 ∣ 
[  epoch 0021/0030] 4370/4800, lr:6.3e-06 ∣ avg_100 : 5.124570 ∣ l2loss : 5.062504 ∣ 
[  epoch 0021/0030] 4380/4800, lr:6.3e-06 ∣ avg_100 : 5.123107 ∣ l2loss : 4.914886 ∣ 
[  epoch 0021/0030] 4390/4800, lr:6.3e-06 ∣ avg_100 : 5.125203 ∣ l2loss : 5.087951 ∣ 
[  epoch 0021/0030] 4400/4800, lr:6.3e-06 ∣ avg_100 : 5.126290 ∣ l2loss : 5.173921 ∣ 
[  epoch 0021/0030] 4410/4800, lr:6.3e-06 ∣ avg_100 : 5.127203 ∣ l2loss : 5.077420 ∣ 
[  epoch 0021/0030] 4420/4800, lr:6.3e-06 ∣ avg_100 : 5.130238 ∣ l2loss : 5.473251 ∣ 
[  epoch 0021/0030] 4430/4800, lr:6.3e-06 ∣ avg_100 : 5.129677 ∣ l2loss : 5.288833 ∣ 
[  epoch 0021/0030] 4440/4800, lr:6.3e-06 ∣ avg_100 : 5.130148 ∣ l2loss : 5.122605 ∣ 
[  epoch 0021/0030] 4450/4800, lr:6.3e-06 ∣ avg_100 : 5.133458 ∣ l2loss : 5.062411 ∣ 
[  epoch 0021/0030] 4460/4800, lr:6.3e-06 ∣ avg_100 : 5.133197 ∣ l2loss : 5.081543 ∣ 
[  epoch 0021/0030] 4470/4800, lr:6.3e-06 ∣ avg_100 : 5.137906 ∣ l2loss : 5.300240 ∣ 
[  epoch 0021/0030] 4480/4800, lr:6.3e-06 ∣ avg_100 : 5.137341 ∣ l2loss : 4.969919 ∣ 
[  epoch 0021/0030] 4490/4800, lr:6.3e-06 ∣ avg_100 : 5.135681 ∣ l2loss : 5.128363 ∣ 
[  epoch 0021/0030] 4500/4800, lr:6.3e-06 ∣ avg_100 : 5.138061 ∣ l2loss : 5.374025 ∣ 
[  epoch 0021/0030] 4510/4800, lr:6.3e-06 ∣ avg_100 : 5.139343 ∣ l2loss : 5.193245 ∣ 
[  epoch 0021/0030] 4520/4800, lr:6.3e-06 ∣ avg_100 : 5.140637 ∣ l2loss : 5.336647 ∣ 
[  epoch 0021/0030] 4530/4800, lr:6.3e-06 ∣ avg_100 : 5.141416 ∣ l2loss : 5.187580 ∣ 
[  epoch 0021/0030] 4540/4800, lr:6.3e-06 ∣ avg_100 : 5.141559 ∣ l2loss : 5.187705 ∣ 
[  epoch 0021/0030] 4550/4800, lr:6.3e-06 ∣ avg_100 : 5.143475 ∣ l2loss : 5.168690 ∣ 
[  epoch 0021/0030] 4560/4800, lr:6.3e-06 ∣ avg_100 : 5.143019 ∣ l2loss : 5.266417 ∣ 
[  epoch 0021/0030] 4570/4800, lr:6.3e-06 ∣ avg_100 : 5.144443 ∣ l2loss : 5.239070 ∣ 
[  epoch 0021/0030] 4580/4800, lr:6.3e-06 ∣ avg_100 : 5.141610 ∣ l2loss : 4.995801 ∣ 
[  epoch 0021/0030] 4590/4800, lr:6.3e-06 ∣ avg_100 : 5.141745 ∣ l2loss : 5.205870 ∣ 
[  epoch 0021/0030] 4600/4800, lr:6.3e-06 ∣ avg_100 : 5.143680 ∣ l2loss : 5.261162 ∣ 
[  epoch 0021/0030] 4610/4800, lr:6.3e-06 ∣ avg_100 : 5.146055 ∣ l2loss : 5.245680 ∣ 
[  epoch 0021/0030] 4620/4800, lr:6.3e-06 ∣ avg_100 : 5.143458 ∣ l2loss : 5.121435 ∣ 
[  epoch 0021/0030] 4630/4800, lr:6.3e-06 ∣ avg_100 : 5.142552 ∣ l2loss : 5.135526 ∣ 
[  epoch 0021/0030] 4640/4800, lr:6.3e-06 ∣ avg_100 : 5.145416 ∣ l2loss : 5.324228 ∣ 
[  epoch 0021/0030] 4650/4800, lr:6.3e-06 ∣ avg_100 : 5.146982 ∣ l2loss : 5.187751 ∣ 
[  epoch 0021/0030] 4660/4800, lr:6.3e-06 ∣ avg_100 : 5.149482 ∣ l2loss : 5.302659 ∣ 
[  epoch 0021/0030] 4670/4800, lr:6.3e-06 ∣ avg_100 : 5.149039 ∣ l2loss : 5.164550 ∣ 
[  epoch 0021/0030] 4680/4800, lr:6.3e-06 ∣ avg_100 : 5.153377 ∣ l2loss : 5.673921 ∣ 
[  epoch 0021/0030] 4690/4800, lr:6.3e-06 ∣ avg_100 : 5.154825 ∣ l2loss : 5.265654 ∣ 
[  epoch 0021/0030] 4700/4800, lr:6.3e-06 ∣ avg_100 : 5.155188 ∣ l2loss : 4.957853 ∣ 
[  epoch 0021/0030] 4710/4800, lr:6.3e-06 ∣ avg_100 : 5.158734 ∣ l2loss : 5.302714 ∣ 
[  epoch 0021/0030] 4720/4800, lr:6.3e-06 ∣ avg_100 : 5.157987 ∣ l2loss : 4.915905 ∣ 
[  epoch 0021/0030] 4730/4800, lr:6.3e-06 ∣ avg_100 : 5.155675 ∣ l2loss : 4.936072 ∣ 
[  epoch 0021/0030] 4740/4800, lr:6.3e-06 ∣ avg_100 : 5.156780 ∣ l2loss : 5.194668 ∣ 
[  epoch 0021/0030] 4750/4800, lr:6.3e-06 ∣ avg_100 : 5.159871 ∣ l2loss : 5.380783 ∣ 
[  epoch 0021/0030] 4760/4800, lr:6.3e-06 ∣ avg_100 : 5.159356 ∣ l2loss : 5.155185 ∣ 
[  epoch 0021/0030] 4770/4800, lr:6.3e-06 ∣ avg_100 : 5.159702 ∣ l2loss : 5.065818 ∣ 
[  epoch 0021/0030] 4780/4800, lr:6.3e-06 ∣ avg_100 : 5.160730 ∣ l2loss : 5.050921 ∣ 
[  epoch 0021/0030] 4790/4800, lr:6.3e-06 ∣ avg_100 : 5.161533 ∣ l2loss : 5.170538 ∣ 
[  epoch 0021/0030] 4800/4800, lr:6.3e-06 ∣ avg_100 : 5.161965 ∣ l2loss : 5.238102 ∣ 
[    val 021    ] Done! PSNR : 36.38 dB, SSIM : 0.923total: 23:26:29                    
[  epoch 0022/0030] 0010/4800, lr:6.3e-06 ∣ avg_100 : 5.162828 ∣ l2loss : 5.144195 ∣ 
[  epoch 0022/0030] 0020/4800, lr:6.3e-06 ∣ avg_100 : 5.160332 ∣ l2loss : 5.059777 ∣ 
[  epoch 0022/0030] 0030/4800, lr:6.3e-06 ∣ avg_100 : 5.160438 ∣ l2loss : 5.090203 ∣ 
[  epoch 0022/0030] 0040/4800, lr:6.3e-06 ∣ avg_100 : 5.159280 ∣ l2loss : 5.113213 ∣ 
[  epoch 0022/0030] 0050/4800, lr:6.3e-06 ∣ avg_100 : 5.160233 ∣ l2loss : 5.249906 ∣ 
[  epoch 0022/0030] 0060/4800, lr:6.3e-06 ∣ avg_100 : 5.160598 ∣ l2loss : 5.217232 ∣ 
[  epoch 0022/0030] 0070/4800, lr:6.3e-06 ∣ avg_100 : 5.158247 ∣ l2loss : 5.101841 ∣ 
[  epoch 0022/0030] 0080/4800, lr:6.3e-06 ∣ avg_100 : 5.161109 ∣ l2loss : 4.986576 ∣ 
[  epoch 0022/0030] 0090/4800, lr:6.3e-06 ∣ avg_100 : 5.162663 ∣ l2loss : 5.210606 ∣ 
[  epoch 0022/0030] 0100/4800, lr:6.3e-06 ∣ avg_100 : 5.164004 ∣ l2loss : 5.044704 ∣ 
[  epoch 0022/0030] 0110/4800, lr:6.3e-06 ∣ avg_100 : 5.162786 ∣ l2loss : 5.133129 ∣ 
[  epoch 0022/0030] 0120/4800, lr:6.3e-06 ∣ avg_100 : 5.162639 ∣ l2loss : 5.236717 ∣ 
[  epoch 0022/0030] 0130/4800, lr:6.3e-06 ∣ avg_100 : 5.164246 ∣ l2loss : 5.199716 ∣ 
[  epoch 0022/0030] 0140/4800, lr:6.3e-06 ∣ avg_100 : 5.160965 ∣ l2loss : 5.077321 ∣ 
[  epoch 0022/0030] 0150/4800, lr:6.3e-06 ∣ avg_100 : 5.161205 ∣ l2loss : 5.260941 ∣ 
[  epoch 0022/0030] 0160/4800, lr:6.3e-06 ∣ avg_100 : 5.162511 ∣ l2loss : 5.204345 ∣ 
[  epoch 0022/0030] 0170/4800, lr:6.3e-06 ∣ avg_100 : 5.164228 ∣ l2loss : 5.338542 ∣ 
[  epoch 0022/0030] 0180/4800, lr:6.3e-06 ∣ avg_100 : 5.165255 ∣ l2loss : 5.183742 ∣ 
[  epoch 0022/0030] 0190/4800, lr:6.3e-06 ∣ avg_100 : 5.164395 ∣ l2loss : 5.270827 ∣ 
[  epoch 0022/0030] 0200/4800, lr:6.3e-06 ∣ avg_100 : 5.162750 ∣ l2loss : 5.009188 ∣ 
[  epoch 0022/0030] 0210/4800, lr:6.3e-06 ∣ avg_100 : 5.164425 ∣ l2loss : 5.125505 ∣ 
[  epoch 0022/0030] 0220/4800, lr:6.3e-06 ∣ avg_100 : 5.169051 ∣ l2loss : 5.375742 ∣ 
[  epoch 0022/0030] 0230/4800, lr:6.3e-06 ∣ avg_100 : 5.169231 ∣ l2loss : 5.238399 ∣ 
[  epoch 0022/0030] 0240/4800, lr:6.3e-06 ∣ avg_100 : 5.170540 ∣ l2loss : 5.254437 ∣ 
[  epoch 0022/0030] 0250/4800, lr:6.3e-06 ∣ avg_100 : 5.169327 ∣ l2loss : 5.090486 ∣ 
[  epoch 0022/0030] 0260/4800, lr:6.3e-06 ∣ avg_100 : 5.169595 ∣ l2loss : 5.146342 ∣ 
[  epoch 0022/0030] 0270/4800, lr:6.3e-06 ∣ avg_100 : 5.170222 ∣ l2loss : 5.132850 ∣ 
[  epoch 0022/0030] 0280/4800, lr:6.3e-06 ∣ avg_100 : 5.169052 ∣ l2loss : 5.207438 ∣ 
[  epoch 0022/0030] 0290/4800, lr:6.3e-06 ∣ avg_100 : 5.172023 ∣ l2loss : 5.297266 ∣ 
[  epoch 0022/0030] 0300/4800, lr:6.3e-06 ∣ avg_100 : 5.171835 ∣ l2loss : 5.259362 ∣ 
[  epoch 0022/0030] 0310/4800, lr:6.3e-06 ∣ avg_100 : 5.172952 ∣ l2loss : 5.206697 ∣ 
[  epoch 0022/0030] 0320/4800, lr:6.3e-06 ∣ avg_100 : 5.174411 ∣ l2loss : 5.231541 ∣ 
[  epoch 0022/0030] 0330/4800, lr:6.3e-06 ∣ avg_100 : 5.175422 ∣ l2loss : 5.249709 ∣ 
[  epoch 0022/0030] 0340/4800, lr:6.3e-06 ∣ avg_100 : 5.173611 ∣ l2loss : 5.124518 ∣ 
[  epoch 0022/0030] 0350/4800, lr:6.3e-06 ∣ avg_100 : 5.172248 ∣ l2loss : 5.080573 ∣ 
[  epoch 0022/0030] 0360/4800, lr:6.3e-06 ∣ avg_100 : 5.175399 ∣ l2loss : 5.362048 ∣ 
[  epoch 0022/0030] 0370/4800, lr:6.3e-06 ∣ avg_100 : 5.174260 ∣ l2loss : 5.192919 ∣ 
[  epoch 0022/0030] 0380/4800, lr:6.3e-06 ∣ avg_100 : 5.175179 ∣ l2loss : 5.233057 ∣ 
[  epoch 0022/0030] 0390/4800, lr:6.3e-06 ∣ avg_100 : 5.174843 ∣ l2loss : 5.195150 ∣ 
[  epoch 0022/0030] 0400/4800, lr:6.3e-06 ∣ avg_100 : 5.175864 ∣ l2loss : 5.164977 ∣ 
[  epoch 0022/0030] 0410/4800, lr:6.3e-06 ∣ avg_100 : 5.173482 ∣ l2loss : 4.831895 ∣ 
[  epoch 0022/0030] 0420/4800, lr:6.3e-06 ∣ avg_100 : 5.173625 ∣ l2loss : 5.153772 ∣ 
[  epoch 0022/0030] 0430/4800, lr:6.3e-06 ∣ avg_100 : 5.177850 ∣ l2loss : 5.559586 ∣ 
[  epoch 0022/0030] 0440/4800, lr:6.3e-06 ∣ avg_100 : 5.174884 ∣ l2loss : 5.075063 ∣ 
[  epoch 0022/0030] 0450/4800, lr:6.3e-06 ∣ avg_100 : 5.175429 ∣ l2loss : 5.194007 ∣ 
[  epoch 0022/0030] 0460/4800, lr:6.3e-06 ∣ avg_100 : 5.173720 ∣ l2loss : 5.011282 ∣ 
[  epoch 0022/0030] 0470/4800, lr:6.3e-06 ∣ avg_100 : 5.170591 ∣ l2loss : 5.004122 ∣ 
[  epoch 0022/0030] 0480/4800, lr:6.3e-06 ∣ avg_100 : 5.170105 ∣ l2loss : 5.044671 ∣ 
[  epoch 0022/0030] 0490/4800, lr:6.3e-06 ∣ avg_100 : 5.171343 ∣ l2loss : 5.269055 ∣ 
[  epoch 0022/0030] 0500/4800, lr:6.3e-06 ∣ avg_100 : 5.171424 ∣ l2loss : 5.243723 ∣ 
[  epoch 0022/0030] 0510/4800, lr:6.3e-06 ∣ avg_100 : 5.172217 ∣ l2loss : 5.095087 ∣ 
[  epoch 0022/0030] 0520/4800, lr:6.3e-06 ∣ avg_100 : 5.173559 ∣ l2loss : 5.270562 ∣ 
[  epoch 0022/0030] 0530/4800, lr:6.3e-06 ∣ avg_100 : 5.174928 ∣ l2loss : 5.066171 ∣ 
[  epoch 0022/0030] 0540/4800, lr:6.3e-06 ∣ avg_100 : 5.175012 ∣ l2loss : 5.302879 ∣ 
[  epoch 0022/0030] 0550/4800, lr:6.3e-06 ∣ avg_100 : 5.175699 ∣ l2loss : 5.104395 ∣ 
[  epoch 0022/0030] 0560/4800, lr:6.3e-06 ∣ avg_100 : 5.175383 ∣ l2loss : 5.060237 ∣ 
[  epoch 0022/0030] 0570/4800, lr:6.3e-06 ∣ avg_100 : 5.176077 ∣ l2loss : 5.131907 ∣ 
[  epoch 0022/0030] 0580/4800, lr:6.3e-06 ∣ avg_100 : 5.179239 ∣ l2loss : 5.231122 ∣ 
[  epoch 0022/0030] 0590/4800, lr:6.3e-06 ∣ avg_100 : 5.180680 ∣ l2loss : 5.232089 ∣ 
[  epoch 0022/0030] 0600/4800, lr:6.3e-06 ∣ avg_100 : 5.180469 ∣ l2loss : 5.152821 ∣ 
[  epoch 0022/0030] 0610/4800, lr:6.3e-06 ∣ avg_100 : 5.180020 ∣ l2loss : 5.032515 ∣ 
[  epoch 0022/0030] 0620/4800, lr:6.3e-06 ∣ avg_100 : 5.179554 ∣ l2loss : 5.426648 ∣ 
[  epoch 0022/0030] 0630/4800, lr:6.3e-06 ∣ avg_100 : 5.178145 ∣ l2loss : 5.147920 ∣ 
[  epoch 0022/0030] 0640/4800, lr:6.3e-06 ∣ avg_100 : 5.176373 ∣ l2loss : 4.945421 ∣ 
[  epoch 0022/0030] 0650/4800, lr:6.3e-06 ∣ avg_100 : 5.176858 ∣ l2loss : 5.110826 ∣ 
[  epoch 0022/0030] 0660/4800, lr:6.3e-06 ∣ avg_100 : 5.177114 ∣ l2loss : 5.107202 ∣ 
[  epoch 0022/0030] 0670/4800, lr:6.3e-06 ∣ avg_100 : 5.175086 ∣ l2loss : 5.097396 ∣ 
[  epoch 0022/0030] 0680/4800, lr:6.3e-06 ∣ avg_100 : 5.176784 ∣ l2loss : 5.139747 ∣ 
[  epoch 0022/0030] 0690/4800, lr:6.3e-06 ∣ avg_100 : 5.175659 ∣ l2loss : 5.015913 ∣ 
[  epoch 0022/0030] 0700/4800, lr:6.3e-06 ∣ avg_100 : 5.174735 ∣ l2loss : 5.281582 ∣ 
[  epoch 0022/0030] 0710/4800, lr:6.3e-06 ∣ avg_100 : 5.174492 ∣ l2loss : 5.168931 ∣ 
[  epoch 0022/0030] 0720/4800, lr:6.3e-06 ∣ avg_100 : 5.172775 ∣ l2loss : 5.164957 ∣ 
[  epoch 0022/0030] 0730/4800, lr:6.3e-06 ∣ avg_100 : 5.172813 ∣ l2loss : 5.191370 ∣ 
[  epoch 0022/0030] 0740/4800, lr:6.3e-06 ∣ avg_100 : 5.170148 ∣ l2loss : 4.921216 ∣ 
[  epoch 0022/0030] 0750/4800, lr:6.3e-06 ∣ avg_100 : 5.171082 ∣ l2loss : 5.262044 ∣ 
[  epoch 0022/0030] 0760/4800, lr:6.3e-06 ∣ avg_100 : 5.172503 ∣ l2loss : 5.408516 ∣ 
[  epoch 0022/0030] 0770/4800, lr:6.3e-06 ∣ avg_100 : 5.172179 ∣ l2loss : 5.206733 ∣ 
[  epoch 0022/0030] 0780/4800, lr:6.3e-06 ∣ avg_100 : 5.172799 ∣ l2loss : 5.057743 ∣ 
[  epoch 0022/0030] 0790/4800, lr:6.3e-06 ∣ avg_100 : 5.174196 ∣ l2loss : 5.345613 ∣ 
[  epoch 0022/0030] 0800/4800, lr:6.3e-06 ∣ avg_100 : 5.171623 ∣ l2loss : 5.003836 ∣ 
[  epoch 0022/0030] 0810/4800, lr:6.3e-06 ∣ avg_100 : 5.169576 ∣ l2loss : 5.041049 ∣ 
[  epoch 0022/0030] 0820/4800, lr:6.3e-06 ∣ avg_100 : 5.170059 ∣ l2loss : 5.169647 ∣ 
[  epoch 0022/0030] 0830/4800, lr:6.3e-06 ∣ avg_100 : 5.172052 ∣ l2loss : 5.334863 ∣ 
[  epoch 0022/0030] 0840/4800, lr:6.3e-06 ∣ avg_100 : 5.169041 ∣ l2loss : 5.023159 ∣ 
[  epoch 0022/0030] 0850/4800, lr:6.3e-06 ∣ avg_100 : 5.170109 ∣ l2loss : 5.294562 ∣ 
[  epoch 0022/0030] 0860/4800, lr:6.3e-06 ∣ avg_100 : 5.169992 ∣ l2loss : 5.290924 ∣ 
[  epoch 0022/0030] 0870/4800, lr:6.3e-06 ∣ avg_100 : 5.169720 ∣ l2loss : 5.137388 ∣ 
[  epoch 0022/0030] 0880/4800, lr:6.3e-06 ∣ avg_100 : 5.166639 ∣ l2loss : 5.365799 ∣ 
[  epoch 0022/0030] 0890/4800, lr:6.3e-06 ∣ avg_100 : 5.163124 ∣ l2loss : 4.914100 ∣ 
[  epoch 0022/0030] 0900/4800, lr:6.3e-06 ∣ avg_100 : 5.167325 ∣ l2loss : 5.377947 ∣ 
[  epoch 0022/0030] 0910/4800, lr:6.3e-06 ∣ avg_100 : 5.168051 ∣ l2loss : 5.375371 ∣ 
[  epoch 0022/0030] 0920/4800, lr:6.3e-06 ∣ avg_100 : 5.170139 ∣ l2loss : 5.124738 ∣ 
[  epoch 0022/0030] 0930/4800, lr:6.3e-06 ∣ avg_100 : 5.172468 ∣ l2loss : 5.168972 ∣ 
[  epoch 0022/0030] 0940/4800, lr:6.3e-06 ∣ avg_100 : 5.171063 ∣ l2loss : 5.054129 ∣ 
[  epoch 0022/0030] 0950/4800, lr:6.3e-06 ∣ avg_100 : 5.168149 ∣ l2loss : 5.089351 ∣ 
[  epoch 0022/0030] 0960/4800, lr:6.3e-06 ∣ avg_100 : 5.167186 ∣ l2loss : 5.058890 ∣ 
[  epoch 0022/0030] 0970/4800, lr:6.3e-06 ∣ avg_100 : 5.169548 ∣ l2loss : 5.302089 ∣ 
[  epoch 0022/0030] 0980/4800, lr:6.3e-06 ∣ avg_100 : 5.169137 ∣ l2loss : 5.009732 ∣ 
[  epoch 0022/0030] 0990/4800, lr:6.3e-06 ∣ avg_100 : 5.168246 ∣ l2loss : 5.081435 ∣ 
[  epoch 0022/0030] 1000/4800, lr:6.3e-06 ∣ avg_100 : 5.169418 ∣ l2loss : 5.355312 ∣ 
[  epoch 0022/0030] 1010/4800, lr:6.3e-06 ∣ avg_100 : 5.170514 ∣ l2loss : 5.253848 ∣ 
[  epoch 0022/0030] 1020/4800, lr:6.3e-06 ∣ avg_100 : 5.174625 ∣ l2loss : 5.470834 ∣ 
[  epoch 0022/0030] 1030/4800, lr:6.3e-06 ∣ avg_100 : 5.173680 ∣ l2loss : 4.995713 ∣ 
[  epoch 0022/0030] 1040/4800, lr:6.3e-06 ∣ avg_100 : 5.174963 ∣ l2loss : 5.241531 ∣ 
[  epoch 0022/0030] 1050/4800, lr:6.3e-06 ∣ avg_100 : 5.173869 ∣ l2loss : 5.140480 ∣ 
[  epoch 0022/0030] 1060/4800, lr:6.3e-06 ∣ avg_100 : 5.173517 ∣ l2loss : 5.182095 ∣ 
[  epoch 0022/0030] 1070/4800, lr:6.3e-06 ∣ avg_100 : 5.172095 ∣ l2loss : 4.959595 ∣ 
[  epoch 0022/0030] 1080/4800, lr:6.3e-06 ∣ avg_100 : 5.174291 ∣ l2loss : 5.206232 ∣ 
[  epoch 0022/0030] 1090/4800, lr:6.3e-06 ∣ avg_100 : 5.173180 ∣ l2loss : 5.099436 ∣ 
[  epoch 0022/0030] 1100/4800, lr:6.3e-06 ∣ avg_100 : 5.173099 ∣ l2loss : 5.036658 ∣ 
[  epoch 0022/0030] 1110/4800, lr:6.3e-06 ∣ avg_100 : 5.173667 ∣ l2loss : 5.189874 ∣ 
[  epoch 0022/0030] 1120/4800, lr:6.3e-06 ∣ avg_100 : 5.171466 ∣ l2loss : 5.016683 ∣ 
[  epoch 0022/0030] 1130/4800, lr:6.3e-06 ∣ avg_100 : 5.167833 ∣ l2loss : 4.836401 ∣ 
[  epoch 0022/0030] 1140/4800, lr:6.3e-06 ∣ avg_100 : 5.168990 ∣ l2loss : 5.192994 ∣ 
[  epoch 0022/0030] 1150/4800, lr:6.3e-06 ∣ avg_100 : 5.169863 ∣ l2loss : 5.348252 ∣ 
[  epoch 0022/0030] 1160/4800, lr:6.3e-06 ∣ avg_100 : 5.168094 ∣ l2loss : 5.027473 ∣ 
[  epoch 0022/0030] 1170/4800, lr:6.3e-06 ∣ avg_100 : 5.165230 ∣ l2loss : 5.052099 ∣ 
[  epoch 0022/0030] 1180/4800, lr:6.3e-06 ∣ avg_100 : 5.164796 ∣ l2loss : 5.140320 ∣ 
[  epoch 0022/0030] 1190/4800, lr:6.3e-06 ∣ avg_100 : 5.163313 ∣ l2loss : 5.122602 ∣ 
[  epoch 0022/0030] 1200/4800, lr:6.3e-06 ∣ avg_100 : 5.165027 ∣ l2loss : 5.180585 ∣ 
[  epoch 0022/0030] 1210/4800, lr:6.3e-06 ∣ avg_100 : 5.163535 ∣ l2loss : 4.976216 ∣ 
[  epoch 0022/0030] 1220/4800, lr:6.3e-06 ∣ avg_100 : 5.159260 ∣ l2loss : 4.948278 ∣ 
[  epoch 0022/0030] 1230/4800, lr:6.3e-06 ∣ avg_100 : 5.158948 ∣ l2loss : 5.207254 ∣ 
[  epoch 0022/0030] 1240/4800, lr:6.3e-06 ∣ avg_100 : 5.160175 ∣ l2loss : 5.377085 ∣ 
[  epoch 0022/0030] 1250/4800, lr:6.3e-06 ∣ avg_100 : 5.160205 ∣ l2loss : 5.093463 ∣ 
[  epoch 0022/0030] 1260/4800, lr:6.3e-06 ∣ avg_100 : 5.159820 ∣ l2loss : 5.107829 ∣ 
[  epoch 0022/0030] 1270/4800, lr:6.3e-06 ∣ avg_100 : 5.162121 ∣ l2loss : 5.362982 ∣ 
[  epoch 0022/0030] 1280/4800, lr:6.3e-06 ∣ avg_100 : 5.162693 ∣ l2loss : 5.264670 ∣ 
[  epoch 0022/0030] 1290/4800, lr:6.3e-06 ∣ avg_100 : 5.161433 ∣ l2loss : 5.171193 ∣ 
[  epoch 0022/0030] 1300/4800, lr:6.3e-06 ∣ avg_100 : 5.163085 ∣ l2loss : 5.424658 ∣ 
[  epoch 0022/0030] 1310/4800, lr:6.3e-06 ∣ avg_100 : 5.163153 ∣ l2loss : 5.213480 ∣ 
[  epoch 0022/0030] 1320/4800, lr:6.3e-06 ∣ avg_100 : 5.162330 ∣ l2loss : 5.149183 ∣ 
[  epoch 0022/0030] 1330/4800, lr:6.3e-06 ∣ avg_100 : 5.160377 ∣ l2loss : 5.054485 ∣ 
[  epoch 0022/0030] 1340/4800, lr:6.3e-06 ∣ avg_100 : 5.160662 ∣ l2loss : 5.153012 ∣ 
[  epoch 0022/0030] 1350/4800, lr:6.3e-06 ∣ avg_100 : 5.161915 ∣ l2loss : 5.205837 ∣ 
[  epoch 0022/0030] 1360/4800, lr:6.3e-06 ∣ avg_100 : 5.157837 ∣ l2loss : 4.954230 ∣ 
[  epoch 0022/0030] 1370/4800, lr:6.3e-06 ∣ avg_100 : 5.159227 ∣ l2loss : 5.331909 ∣ 
[  epoch 0022/0030] 1380/4800, lr:6.3e-06 ∣ avg_100 : 5.158951 ∣ l2loss : 5.205430 ∣ 
[  epoch 0022/0030] 1390/4800, lr:6.3e-06 ∣ avg_100 : 5.157548 ∣ l2loss : 5.054932 ∣ 
[  epoch 0022/0030] 1400/4800, lr:6.3e-06 ∣ avg_100 : 5.156753 ∣ l2loss : 5.085415 ∣ 
[  epoch 0022/0030] 1410/4800, lr:6.3e-06 ∣ avg_100 : 5.160592 ∣ l2loss : 5.215816 ∣ 
[  epoch 0022/0030] 1420/4800, lr:6.3e-06 ∣ avg_100 : 5.159923 ∣ l2loss : 5.086920 ∣ 
[  epoch 0022/0030] 1430/4800, lr:6.3e-06 ∣ avg_100 : 5.155698 ∣ l2loss : 5.137019 ∣ 
[  epoch 0022/0030] 1440/4800, lr:6.3e-06 ∣ avg_100 : 5.157541 ∣ l2loss : 5.259416 ∣ 
[  epoch 0022/0030] 1450/4800, lr:6.3e-06 ∣ avg_100 : 5.159666 ∣ l2loss : 5.406464 ∣ 
[  epoch 0022/0030] 1460/4800, lr:6.3e-06 ∣ avg_100 : 5.160056 ∣ l2loss : 5.050284 ∣ 
[  epoch 0022/0030] 1470/4800, lr:6.3e-06 ∣ avg_100 : 5.161876 ∣ l2loss : 5.186089 ∣ 
[  epoch 0022/0030] 1480/4800, lr:6.3e-06 ∣ avg_100 : 5.163458 ∣ l2loss : 5.202936 ∣ 
[  epoch 0022/0030] 1490/4800, lr:6.3e-06 ∣ avg_100 : 5.161220 ∣ l2loss : 5.045254 ∣ 
[  epoch 0022/0030] 1500/4800, lr:6.3e-06 ∣ avg_100 : 5.158039 ∣ l2loss : 4.925630 ∣ 
[  epoch 0022/0030] 1510/4800, lr:6.3e-06 ∣ avg_100 : 5.158184 ∣ l2loss : 5.109545 ∣ 
[  epoch 0022/0030] 1520/4800, lr:6.3e-06 ∣ avg_100 : 5.156957 ∣ l2loss : 5.147843 ∣ 
[  epoch 0022/0030] 1530/4800, lr:6.3e-06 ∣ avg_100 : 5.157070 ∣ l2loss : 5.077539 ∣ 
[  epoch 0022/0030] 1540/4800, lr:6.3e-06 ∣ avg_100 : 5.156048 ∣ l2loss : 5.200671 ∣ 
[  epoch 0022/0030] 1550/4800, lr:6.3e-06 ∣ avg_100 : 5.156929 ∣ l2loss : 5.192478 ∣ 
[  epoch 0022/0030] 1560/4800, lr:6.3e-06 ∣ avg_100 : 5.160143 ∣ l2loss : 5.381603 ∣ 
[  epoch 0022/0030] 1570/4800, lr:6.3e-06 ∣ avg_100 : 5.162225 ∣ l2loss : 5.340143 ∣ 
[  epoch 0022/0030] 1580/4800, lr:6.3e-06 ∣ avg_100 : 5.161375 ∣ l2loss : 5.146154 ∣ 
[  epoch 0022/0030] 1590/4800, lr:6.3e-06 ∣ avg_100 : 5.159342 ∣ l2loss : 5.028772 ∣ 
[  epoch 0022/0030] 1600/4800, lr:6.3e-06 ∣ avg_100 : 5.158743 ∣ l2loss : 5.092909 ∣ 
[  epoch 0022/0030] 1610/4800, lr:6.3e-06 ∣ avg_100 : 5.158656 ∣ l2loss : 5.023852 ∣ 
[  epoch 0022/0030] 1620/4800, lr:6.3e-06 ∣ avg_100 : 5.154658 ∣ l2loss : 5.026763 ∣ 
[  epoch 0022/0030] 1630/4800, lr:6.3e-06 ∣ avg_100 : 5.156517 ∣ l2loss : 5.333854 ∣ 
[  epoch 0022/0030] 1640/4800, lr:6.3e-06 ∣ avg_100 : 5.158346 ∣ l2loss : 5.128295 ∣ 
[  epoch 0022/0030] 1650/4800, lr:6.3e-06 ∣ avg_100 : 5.158260 ∣ l2loss : 5.102239 ∣ 
[  epoch 0022/0030] 1660/4800, lr:6.3e-06 ∣ avg_100 : 5.160980 ∣ l2loss : 5.379185 ∣ 
[  epoch 0022/0030] 1670/4800, lr:6.3e-06 ∣ avg_100 : 5.159690 ∣ l2loss : 4.968382 ∣ 
[  epoch 0022/0030] 1680/4800, lr:6.3e-06 ∣ avg_100 : 5.162262 ∣ l2loss : 5.397036 ∣ 
[  epoch 0022/0030] 1690/4800, lr:6.3e-06 ∣ avg_100 : 5.162594 ∣ l2loss : 5.049066 ∣ 
[  epoch 0022/0030] 1700/4800, lr:6.3e-06 ∣ avg_100 : 5.162012 ∣ l2loss : 5.223344 ∣ 
[  epoch 0022/0030] 1710/4800, lr:6.3e-06 ∣ avg_100 : 5.164395 ∣ l2loss : 5.407294 ∣ 
[  epoch 0022/0030] 1720/4800, lr:6.3e-06 ∣ avg_100 : 5.163492 ∣ l2loss : 5.074616 ∣ 
[  epoch 0022/0030] 1730/4800, lr:6.3e-06 ∣ avg_100 : 5.162396 ∣ l2loss : 5.081819 ∣ 
[  epoch 0022/0030] 1740/4800, lr:6.3e-06 ∣ avg_100 : 5.163294 ∣ l2loss : 5.010988 ∣ 
[  epoch 0022/0030] 1750/4800, lr:6.3e-06 ∣ avg_100 : 5.162377 ∣ l2loss : 5.170369 ∣ 
[  epoch 0022/0030] 1760/4800, lr:6.3e-06 ∣ avg_100 : 5.159893 ∣ l2loss : 5.160134 ∣ 
[  epoch 0022/0030] 1770/4800, lr:6.3e-06 ∣ avg_100 : 5.163121 ∣ l2loss : 5.529524 ∣ 
[  epoch 0022/0030] 1780/4800, lr:6.3e-06 ∣ avg_100 : 5.163904 ∣ l2loss : 5.136036 ∣ 
[  epoch 0022/0030] 1790/4800, lr:6.3e-06 ∣ avg_100 : 5.161625 ∣ l2loss : 5.117654 ∣ 
[  epoch 0022/0030] 1800/4800, lr:6.3e-06 ∣ avg_100 : 5.162826 ∣ l2loss : 5.123980 ∣ 
[  epoch 0022/0030] 1810/4800, lr:6.3e-06 ∣ avg_100 : 5.165089 ∣ l2loss : 5.267369 ∣ 
[  epoch 0022/0030] 1820/4800, lr:6.3e-06 ∣ avg_100 : 5.163358 ∣ l2loss : 4.996562 ∣ 
[  epoch 0022/0030] 1830/4800, lr:6.3e-06 ∣ avg_100 : 5.160349 ∣ l2loss : 5.033895 ∣ 
[  epoch 0022/0030] 1840/4800, lr:6.3e-06 ∣ avg_100 : 5.161357 ∣ l2loss : 5.124001 ∣ 
[  epoch 0022/0030] 1850/4800, lr:6.3e-06 ∣ avg_100 : 5.159315 ∣ l2loss : 5.090382 ∣ 
[  epoch 0022/0030] 1860/4800, lr:6.3e-06 ∣ avg_100 : 5.157633 ∣ l2loss : 5.122679 ∣ 
[  epoch 0022/0030] 1870/4800, lr:6.3e-06 ∣ avg_100 : 5.157605 ∣ l2loss : 5.134574 ∣ 
[  epoch 0022/0030] 1880/4800, lr:6.3e-06 ∣ avg_100 : 5.156249 ∣ l2loss : 5.230179 ∣ 
[  epoch 0022/0030] 1890/4800, lr:6.3e-06 ∣ avg_100 : 5.159009 ∣ l2loss : 5.190127 ∣ 
[  epoch 0022/0030] 1900/4800, lr:6.3e-06 ∣ avg_100 : 5.157788 ∣ l2loss : 5.255883 ∣ 
[  epoch 0022/0030] 1910/4800, lr:6.3e-06 ∣ avg_100 : 5.157236 ∣ l2loss : 5.320188 ∣ 
[  epoch 0022/0030] 1920/4800, lr:6.3e-06 ∣ avg_100 : 5.157984 ∣ l2loss : 5.199463 ∣ 
[  epoch 0022/0030] 1930/4800, lr:6.3e-06 ∣ avg_100 : 5.159231 ∣ l2loss : 5.293714 ∣ 
[  epoch 0022/0030] 1940/4800, lr:6.3e-06 ∣ avg_100 : 5.159179 ∣ l2loss : 5.048880 ∣ 
[  epoch 0022/0030] 1950/4800, lr:6.3e-06 ∣ avg_100 : 5.159470 ∣ l2loss : 5.118532 ∣ 
[  epoch 0022/0030] 1960/4800, lr:6.3e-06 ∣ avg_100 : 5.162031 ∣ l2loss : 5.314903 ∣ 
[  epoch 0022/0030] 1970/4800, lr:6.3e-06 ∣ avg_100 : 5.159203 ∣ l2loss : 5.019300 ∣ 
[  epoch 0022/0030] 1980/4800, lr:6.3e-06 ∣ avg_100 : 5.161492 ∣ l2loss : 5.238695 ∣ 
[  epoch 0022/0030] 1990/4800, lr:6.3e-06 ∣ avg_100 : 5.163490 ∣ l2loss : 5.281254 ∣ 
[  epoch 0022/0030] 2000/4800, lr:6.3e-06 ∣ avg_100 : 5.160397 ∣ l2loss : 5.045927 ∣ 
[  epoch 0022/0030] 2010/4800, lr:6.3e-06 ∣ avg_100 : 5.158617 ∣ l2loss : 5.075895 ∣ 
[  epoch 0022/0030] 2020/4800, lr:6.3e-06 ∣ avg_100 : 5.155517 ∣ l2loss : 5.160826 ∣ 
[  epoch 0022/0030] 2030/4800, lr:6.3e-06 ∣ avg_100 : 5.156786 ∣ l2loss : 5.122618 ∣ 
[  epoch 0022/0030] 2040/4800, lr:6.3e-06 ∣ avg_100 : 5.155860 ∣ l2loss : 5.148941 ∣ 
[  epoch 0022/0030] 2050/4800, lr:6.3e-06 ∣ avg_100 : 5.154930 ∣ l2loss : 5.047485 ∣ 
[  epoch 0022/0030] 2060/4800, lr:6.3e-06 ∣ avg_100 : 5.154453 ∣ l2loss : 5.134332 ∣ 
[  epoch 0022/0030] 2070/4800, lr:6.3e-06 ∣ avg_100 : 5.157143 ∣ l2loss : 5.228633 ∣ 
[  epoch 0022/0030] 2080/4800, lr:6.3e-06 ∣ avg_100 : 5.156757 ∣ l2loss : 5.167624 ∣ 
[  epoch 0022/0030] 2090/4800, lr:6.3e-06 ∣ avg_100 : 5.156690 ∣ l2loss : 5.092734 ∣ 
[  epoch 0022/0030] 2100/4800, lr:6.3e-06 ∣ avg_100 : 5.158391 ∣ l2loss : 5.206795 ∣ 
[  epoch 0022/0030] 2110/4800, lr:6.3e-06 ∣ avg_100 : 5.157278 ∣ l2loss : 5.078549 ∣ 
[  epoch 0022/0030] 2120/4800, lr:6.3e-06 ∣ avg_100 : 5.159066 ∣ l2loss : 5.195503 ∣ 
[  epoch 0022/0030] 2130/4800, lr:6.3e-06 ∣ avg_100 : 5.163011 ∣ l2loss : 5.230915 ∣ 
[  epoch 0022/0030] 2140/4800, lr:6.3e-06 ∣ avg_100 : 5.163245 ∣ l2loss : 5.216353 ∣ 
[  epoch 0022/0030] 2150/4800, lr:6.3e-06 ∣ avg_100 : 5.160625 ∣ l2loss : 5.086258 ∣ 
[  epoch 0022/0030] 2160/4800, lr:6.3e-06 ∣ avg_100 : 5.162120 ∣ l2loss : 5.176988 ∣ 
[  epoch 0022/0030] 2170/4800, lr:6.3e-06 ∣ avg_100 : 5.162009 ∣ l2loss : 5.040985 ∣ 
[  epoch 0022/0030] 2180/4800, lr:6.3e-06 ∣ avg_100 : 5.162299 ∣ l2loss : 5.169271 ∣ 
[  epoch 0022/0030] 2190/4800, lr:6.3e-06 ∣ avg_100 : 5.159178 ∣ l2loss : 4.810588 ∣ 
[  epoch 0022/0030] 2200/4800, lr:6.3e-06 ∣ avg_100 : 5.159730 ∣ l2loss : 5.235744 ∣ 
[  epoch 0022/0030] 2210/4800, lr:6.3e-06 ∣ avg_100 : 5.160130 ∣ l2loss : 5.016260 ∣ 
[  epoch 0022/0030] 2220/4800, lr:6.3e-06 ∣ avg_100 : 5.160477 ∣ l2loss : 4.982971 ∣ 
[  epoch 0022/0030] 2230/4800, lr:6.3e-06 ∣ avg_100 : 5.157478 ∣ l2loss : 4.907285 ∣ 
[  epoch 0022/0030] 2240/4800, lr:6.3e-06 ∣ avg_100 : 5.156769 ∣ l2loss : 5.306258 ∣ 
[  epoch 0022/0030] 2250/4800, lr:6.3e-06 ∣ avg_100 : 5.157028 ∣ l2loss : 5.119339 ∣ 
[  epoch 0022/0030] 2260/4800, lr:6.3e-06 ∣ avg_100 : 5.155647 ∣ l2loss : 4.969721 ∣ 
[  epoch 0022/0030] 2270/4800, lr:6.3e-06 ∣ avg_100 : 5.154305 ∣ l2loss : 5.228741 ∣ 
[  epoch 0022/0030] 2280/4800, lr:6.3e-06 ∣ avg_100 : 5.154887 ∣ l2loss : 5.322928 ∣ 
[  epoch 0022/0030] 2290/4800, lr:6.3e-06 ∣ avg_100 : 5.154158 ∣ l2loss : 5.098239 ∣ 
[  epoch 0022/0030] 2300/4800, lr:6.3e-06 ∣ avg_100 : 5.150322 ∣ l2loss : 5.041065 ∣ 
[  epoch 0022/0030] 2310/4800, lr:6.3e-06 ∣ avg_100 : 5.148478 ∣ l2loss : 5.029085 ∣ 
[  epoch 0022/0030] 2320/4800, lr:6.3e-06 ∣ avg_100 : 5.147480 ∣ l2loss : 5.049392 ∣ 
[  epoch 0022/0030] 2330/4800, lr:6.3e-06 ∣ avg_100 : 5.147303 ∣ l2loss : 5.036793 ∣ 
[  epoch 0022/0030] 2340/4800, lr:6.3e-06 ∣ avg_100 : 5.144671 ∣ l2loss : 4.889849 ∣ 
[  epoch 0022/0030] 2350/4800, lr:6.3e-06 ∣ avg_100 : 5.143035 ∣ l2loss : 5.042159 ∣ 
[  epoch 0022/0030] 2360/4800, lr:6.3e-06 ∣ avg_100 : 5.143934 ∣ l2loss : 5.044134 ∣ 
[  epoch 0022/0030] 2370/4800, lr:6.3e-06 ∣ avg_100 : 5.140990 ∣ l2loss : 5.037547 ∣ 
[  epoch 0022/0030] 2380/4800, lr:6.3e-06 ∣ avg_100 : 5.140503 ∣ l2loss : 5.156683 ∣ 
[  epoch 0022/0030] 2390/4800, lr:6.3e-06 ∣ avg_100 : 5.142144 ∣ l2loss : 5.219061 ∣ 
[  epoch 0022/0030] 2400/4800, lr:6.3e-06 ∣ avg_100 : 5.143361 ∣ l2loss : 5.207120 ∣ 
[  epoch 0022/0030] 2410/4800, lr:6.3e-06 ∣ avg_100 : 5.141543 ∣ l2loss : 5.034016 ∣ 
[  epoch 0022/0030] 2420/4800, lr:6.3e-06 ∣ avg_100 : 5.141380 ∣ l2loss : 5.070606 ∣ 
[  epoch 0022/0030] 2430/4800, lr:6.3e-06 ∣ avg_100 : 5.140597 ∣ l2loss : 5.058709 ∣ 
[  epoch 0022/0030] 2440/4800, lr:6.3e-06 ∣ avg_100 : 5.139854 ∣ l2loss : 5.185103 ∣ 
[  epoch 0022/0030] 2450/4800, lr:6.3e-06 ∣ avg_100 : 5.135925 ∣ l2loss : 5.013591 ∣ 
[  epoch 0022/0030] 2460/4800, lr:6.3e-06 ∣ avg_100 : 5.138944 ∣ l2loss : 5.352216 ∣ 
[  epoch 0022/0030] 2470/4800, lr:6.3e-06 ∣ avg_100 : 5.138330 ∣ l2loss : 5.124631 ∣ 
[  epoch 0022/0030] 2480/4800, lr:6.3e-06 ∣ avg_100 : 5.138177 ∣ l2loss : 5.187719 ∣ 
[  epoch 0022/0030] 2490/4800, lr:6.3e-06 ∣ avg_100 : 5.138058 ∣ l2loss : 5.033276 ∣ 
[  epoch 0022/0030] 2500/4800, lr:6.3e-06 ∣ avg_100 : 5.140729 ∣ l2loss : 5.192768 ∣ 
[  epoch 0022/0030] 2510/4800, lr:6.3e-06 ∣ avg_100 : 5.139050 ∣ l2loss : 4.941639 ∣ 
[  epoch 0022/0030] 2520/4800, lr:6.3e-06 ∣ avg_100 : 5.138750 ∣ l2loss : 5.117828 ∣ 
[  epoch 0022/0030] 2530/4800, lr:6.3e-06 ∣ avg_100 : 5.138049 ∣ l2loss : 5.007500 ∣ 
[  epoch 0022/0030] 2540/4800, lr:6.3e-06 ∣ avg_100 : 5.137855 ∣ l2loss : 5.181194 ∣ 
[  epoch 0022/0030] 2550/4800, lr:6.3e-06 ∣ avg_100 : 5.136893 ∣ l2loss : 5.096281 ∣ 
[  epoch 0022/0030] 2560/4800, lr:6.3e-06 ∣ avg_100 : 5.135193 ∣ l2loss : 5.211614 ∣ 
[  epoch 0022/0030] 2570/4800, lr:6.3e-06 ∣ avg_100 : 5.132929 ∣ l2loss : 5.113764 ∣ 
[  epoch 0022/0030] 2580/4800, lr:6.3e-06 ∣ avg_100 : 5.134030 ∣ l2loss : 5.256305 ∣ 
[  epoch 0022/0030] 2590/4800, lr:6.3e-06 ∣ avg_100 : 5.134808 ∣ l2loss : 5.106511 ∣ 
[  epoch 0022/0030] 2600/4800, lr:6.3e-06 ∣ avg_100 : 5.137808 ∣ l2loss : 5.392925 ∣ 
[  epoch 0022/0030] 2610/4800, lr:6.3e-06 ∣ avg_100 : 5.140163 ∣ l2loss : 5.259391 ∣ 
[  epoch 0022/0030] 2620/4800, lr:6.3e-06 ∣ avg_100 : 5.139637 ∣ l2loss : 4.974144 ∣ 
[  epoch 0022/0030] 2630/4800, lr:6.3e-06 ∣ avg_100 : 5.139969 ∣ l2loss : 5.367073 ∣ 
[  epoch 0022/0030] 2640/4800, lr:6.3e-06 ∣ avg_100 : 5.137887 ∣ l2loss : 4.920081 ∣ 
[  epoch 0022/0030] 2650/4800, lr:6.3e-06 ∣ avg_100 : 5.139660 ∣ l2loss : 5.279502 ∣ 
[  epoch 0022/0030] 2660/4800, lr:6.3e-06 ∣ avg_100 : 5.137758 ∣ l2loss : 5.188983 ∣ 
[  epoch 0022/0030] 2670/4800, lr:6.3e-06 ∣ avg_100 : 5.140850 ∣ l2loss : 5.277643 ∣ 
[  epoch 0022/0030] 2680/4800, lr:6.3e-06 ∣ avg_100 : 5.137958 ∣ l2loss : 5.107750 ∣ 
[  epoch 0022/0030] 2690/4800, lr:6.3e-06 ∣ avg_100 : 5.138175 ∣ l2loss : 5.070803 ∣ 
[  epoch 0022/0030] 2700/4800, lr:6.3e-06 ∣ avg_100 : 5.136462 ∣ l2loss : 5.052085 ∣ 
[  epoch 0022/0030] 2710/4800, lr:6.3e-06 ∣ avg_100 : 5.132016 ∣ l2loss : 4.962622 ∣ 
[  epoch 0022/0030] 2720/4800, lr:6.3e-06 ∣ avg_100 : 5.133791 ∣ l2loss : 5.252182 ∣ 
[  epoch 0022/0030] 2730/4800, lr:6.3e-06 ∣ avg_100 : 5.136165 ∣ l2loss : 5.319147 ∣ 
[  epoch 0022/0030] 2740/4800, lr:6.3e-06 ∣ avg_100 : 5.138992 ∣ l2loss : 5.293700 ∣ 
[  epoch 0022/0030] 2750/4800, lr:6.3e-06 ∣ avg_100 : 5.138716 ∣ l2loss : 5.142792 ∣ 
[  epoch 0022/0030] 2760/4800, lr:6.3e-06 ∣ avg_100 : 5.138989 ∣ l2loss : 5.187445 ∣ 
[  epoch 0022/0030] 2770/4800, lr:6.3e-06 ∣ avg_100 : 5.135533 ∣ l2loss : 5.183909 ∣ 
[  epoch 0022/0030] 2780/4800, lr:6.3e-06 ∣ avg_100 : 5.135800 ∣ l2loss : 5.162701 ∣ 
[  epoch 0022/0030] 2790/4800, lr:6.3e-06 ∣ avg_100 : 5.134411 ∣ l2loss : 4.978773 ∣ 
[  epoch 0022/0030] 2800/4800, lr:6.3e-06 ∣ avg_100 : 5.133955 ∣ l2loss : 5.078433 ∣ 
[  epoch 0022/0030] 2810/4800, lr:6.3e-06 ∣ avg_100 : 5.132506 ∣ l2loss : 5.122423 ∣ 
[  epoch 0022/0030] 2820/4800, lr:6.3e-06 ∣ avg_100 : 5.135311 ∣ l2loss : 5.277124 ∣ 
[  epoch 0022/0030] 2830/4800, lr:6.3e-06 ∣ avg_100 : 5.138028 ∣ l2loss : 5.305572 ∣ 
[  epoch 0022/0030] 2840/4800, lr:6.3e-06 ∣ avg_100 : 5.139096 ∣ l2loss : 5.230776 ∣ 
[  epoch 0022/0030] 2850/4800, lr:6.3e-06 ∣ avg_100 : 5.139985 ∣ l2loss : 5.179296 ∣ 
[  epoch 0022/0030] 2860/4800, lr:6.3e-06 ∣ avg_100 : 5.141745 ∣ l2loss : 5.298663 ∣ 
[  epoch 0022/0030] 2870/4800, lr:6.3e-06 ∣ avg_100 : 5.142588 ∣ l2loss : 5.218851 ∣ 
[  epoch 0022/0030] 2880/4800, lr:6.3e-06 ∣ avg_100 : 5.141806 ∣ l2loss : 5.151973 ∣ 
[  epoch 0022/0030] 2890/4800, lr:6.3e-06 ∣ avg_100 : 5.141669 ∣ l2loss : 5.176412 ∣ 
[  epoch 0022/0030] 2900/4800, lr:6.3e-06 ∣ avg_100 : 5.140001 ∣ l2loss : 5.089173 ∣ 
[  epoch 0022/0030] 2910/4800, lr:6.3e-06 ∣ avg_100 : 5.138282 ∣ l2loss : 5.148253 ∣ 
[  epoch 0022/0030] 2920/4800, lr:6.3e-06 ∣ avg_100 : 5.138181 ∣ l2loss : 5.189307 ∣ 
[  epoch 0022/0030] 2930/4800, lr:6.3e-06 ∣ avg_100 : 5.133712 ∣ l2loss : 4.846893 ∣ 
[  epoch 0022/0030] 2940/4800, lr:6.3e-06 ∣ avg_100 : 5.133489 ∣ l2loss : 5.026549 ∣ 
[  epoch 0022/0030] 2950/4800, lr:6.3e-06 ∣ avg_100 : 5.136528 ∣ l2loss : 5.422453 ∣ 
[  epoch 0022/0030] 2960/4800, lr:6.3e-06 ∣ avg_100 : 5.133973 ∣ l2loss : 5.059407 ∣ 
[  epoch 0022/0030] 2970/4800, lr:6.3e-06 ∣ avg_100 : 5.135162 ∣ l2loss : 5.138149 ∣ 
[  epoch 0022/0030] 2980/4800, lr:6.3e-06 ∣ avg_100 : 5.136081 ∣ l2loss : 5.330604 ∣ 
[  epoch 0022/0030] 2990/4800, lr:6.3e-06 ∣ avg_100 : 5.136630 ∣ l2loss : 5.336143 ∣ 
[  epoch 0022/0030] 3000/4800, lr:6.3e-06 ∣ avg_100 : 5.136852 ∣ l2loss : 5.068169 ∣ 
[  epoch 0022/0030] 3010/4800, lr:6.3e-06 ∣ avg_100 : 5.139773 ∣ l2loss : 5.367965 ∣ 
[  epoch 0022/0030] 3020/4800, lr:6.3e-06 ∣ avg_100 : 5.139675 ∣ l2loss : 5.151008 ∣ 
[  epoch 0022/0030] 3030/4800, lr:6.3e-06 ∣ avg_100 : 5.141534 ∣ l2loss : 5.308558 ∣ 
[  epoch 0022/0030] 3040/4800, lr:6.3e-06 ∣ avg_100 : 5.142794 ∣ l2loss : 5.274936 ∣ 
[  epoch 0022/0030] 3050/4800, lr:6.3e-06 ∣ avg_100 : 5.142375 ∣ l2loss : 5.005622 ∣ 
[  epoch 0022/0030] 3060/4800, lr:6.3e-06 ∣ avg_100 : 5.142472 ∣ l2loss : 5.144013 ∣ 
[  epoch 0022/0030] 3070/4800, lr:6.3e-06 ∣ avg_100 : 5.141214 ∣ l2loss : 5.102809 ∣ 
[  epoch 0022/0030] 3080/4800, lr:6.3e-06 ∣ avg_100 : 5.140937 ∣ l2loss : 5.139905 ∣ 
[  epoch 0022/0030] 3090/4800, lr:6.3e-06 ∣ avg_100 : 5.141738 ∣ l2loss : 5.172815 ∣ 
[  epoch 0022/0030] 3100/4800, lr:6.3e-06 ∣ avg_100 : 5.142972 ∣ l2loss : 5.330282 ∣ 
[  epoch 0022/0030] 3110/4800, lr:6.3e-06 ∣ avg_100 : 5.141618 ∣ l2loss : 4.943087 ∣ 
[  epoch 0022/0030] 3120/4800, lr:6.3e-06 ∣ avg_100 : 5.142155 ∣ l2loss : 5.249189 ∣ 
[  epoch 0022/0030] 3130/4800, lr:6.3e-06 ∣ avg_100 : 5.140108 ∣ l2loss : 5.026275 ∣ 
[  epoch 0022/0030] 3140/4800, lr:6.3e-06 ∣ avg_100 : 5.138817 ∣ l2loss : 5.087236 ∣ 
[  epoch 0022/0030] 3150/4800, lr:6.3e-06 ∣ avg_100 : 5.140984 ∣ l2loss : 5.302899 ∣ 
[  epoch 0022/0030] 3160/4800, lr:6.3e-06 ∣ avg_100 : 5.138633 ∣ l2loss : 4.941963 ∣ 
[  epoch 0022/0030] 3170/4800, lr:6.3e-06 ∣ avg_100 : 5.139875 ∣ l2loss : 5.165204 ∣ 
[  epoch 0022/0030] 3180/4800, lr:6.3e-06 ∣ avg_100 : 5.140585 ∣ l2loss : 5.240177 ∣ 
[  epoch 0022/0030] 3190/4800, lr:6.3e-06 ∣ avg_100 : 5.142083 ∣ l2loss : 4.960480 ∣ 
[  epoch 0022/0030] 3200/4800, lr:6.3e-06 ∣ avg_100 : 5.140004 ∣ l2loss : 5.027812 ∣ 
[  epoch 0022/0030] 3210/4800, lr:6.3e-06 ∣ avg_100 : 5.140522 ∣ l2loss : 5.068053 ∣ 
[  epoch 0022/0030] 3220/4800, lr:6.3e-06 ∣ avg_100 : 5.140980 ∣ l2loss : 5.028815 ∣ 
[  epoch 0022/0030] 3230/4800, lr:6.3e-06 ∣ avg_100 : 5.143253 ∣ l2loss : 5.134535 ∣ 
[  epoch 0022/0030] 3240/4800, lr:6.3e-06 ∣ avg_100 : 5.140719 ∣ l2loss : 5.052894 ∣ 
[  epoch 0022/0030] 3250/4800, lr:6.3e-06 ∣ avg_100 : 5.142222 ∣ l2loss : 5.269633 ∣ 
[  epoch 0022/0030] 3260/4800, lr:6.3e-06 ∣ avg_100 : 5.143241 ∣ l2loss : 5.071549 ∣ 
[  epoch 0022/0030] 3270/4800, lr:6.3e-06 ∣ avg_100 : 5.141726 ∣ l2loss : 5.077293 ∣ 
[  epoch 0022/0030] 3280/4800, lr:6.3e-06 ∣ avg_100 : 5.138911 ∣ l2loss : 5.041375 ∣ 
[  epoch 0022/0030] 3290/4800, lr:6.3e-06 ∣ avg_100 : 5.140198 ∣ l2loss : 5.226955 ∣ 
[  epoch 0022/0030] 3300/4800, lr:6.3e-06 ∣ avg_100 : 5.138599 ∣ l2loss : 4.881214 ∣ 
[  epoch 0022/0030] 3310/4800, lr:6.3e-06 ∣ avg_100 : 5.138816 ∣ l2loss : 5.050713 ∣ 
[  epoch 0022/0030] 3320/4800, lr:6.3e-06 ∣ avg_100 : 5.140202 ∣ l2loss : 5.188068 ∣ 
[  epoch 0022/0030] 3330/4800, lr:6.3e-06 ∣ avg_100 : 5.139904 ∣ l2loss : 5.007008 ∣ 
[  epoch 0022/0030] 3340/4800, lr:6.3e-06 ∣ avg_100 : 5.142654 ∣ l2loss : 5.164816 ∣ 
[  epoch 0022/0030] 3350/4800, lr:6.3e-06 ∣ avg_100 : 5.142686 ∣ l2loss : 5.045331 ∣ 
[  epoch 0022/0030] 3360/4800, lr:6.3e-06 ∣ avg_100 : 5.142422 ∣ l2loss : 5.017794 ∣ 
[  epoch 0022/0030] 3370/4800, lr:6.3e-06 ∣ avg_100 : 5.145616 ∣ l2loss : 5.356904 ∣ 
[  epoch 0022/0030] 3380/4800, lr:6.3e-06 ∣ avg_100 : 5.145342 ∣ l2loss : 5.129325 ∣ 
[  epoch 0022/0030] 3390/4800, lr:6.3e-06 ∣ avg_100 : 5.144501 ∣ l2loss : 5.134926 ∣ 
[  epoch 0022/0030] 3400/4800, lr:6.3e-06 ∣ avg_100 : 5.144519 ∣ l2loss : 5.208880 ∣ 
[  epoch 0022/0030] 3410/4800, lr:6.3e-06 ∣ avg_100 : 5.144985 ∣ l2loss : 5.080636 ∣ 
[  epoch 0022/0030] 3420/4800, lr:6.3e-06 ∣ avg_100 : 5.146642 ∣ l2loss : 5.236277 ∣ 
[  epoch 0022/0030] 3430/4800, lr:6.3e-06 ∣ avg_100 : 5.147403 ∣ l2loss : 5.134858 ∣ 
[  epoch 0022/0030] 3440/4800, lr:6.3e-06 ∣ avg_100 : 5.149379 ∣ l2loss : 5.382730 ∣ 
[  epoch 0022/0030] 3450/4800, lr:6.3e-06 ∣ avg_100 : 5.150040 ∣ l2loss : 5.079653 ∣ 
[  epoch 0022/0030] 3460/4800, lr:6.3e-06 ∣ avg_100 : 5.148687 ∣ l2loss : 5.216939 ∣ 
[  epoch 0022/0030] 3470/4800, lr:6.3e-06 ∣ avg_100 : 5.147613 ∣ l2loss : 5.017250 ∣ 
[  epoch 0022/0030] 3480/4800, lr:6.3e-06 ∣ avg_100 : 5.148781 ∣ l2loss : 5.304452 ∣ 
[  epoch 0022/0030] 3490/4800, lr:6.3e-06 ∣ avg_100 : 5.149244 ∣ l2loss : 5.079569 ∣ 
[  epoch 0022/0030] 3500/4800, lr:6.3e-06 ∣ avg_100 : 5.148317 ∣ l2loss : 5.100150 ∣ 
[  epoch 0022/0030] 3510/4800, lr:6.3e-06 ∣ avg_100 : 5.146473 ∣ l2loss : 4.757213 ∣ 
[  epoch 0022/0030] 3520/4800, lr:6.3e-06 ∣ avg_100 : 5.149719 ∣ l2loss : 5.442368 ∣ 
[  epoch 0022/0030] 3530/4800, lr:6.3e-06 ∣ avg_100 : 5.149942 ∣ l2loss : 5.029863 ∣ 
[  epoch 0022/0030] 3540/4800, lr:6.3e-06 ∣ avg_100 : 5.148725 ∣ l2loss : 5.059505 ∣ 
[  epoch 0022/0030] 3550/4800, lr:6.3e-06 ∣ avg_100 : 5.149945 ∣ l2loss : 5.218241 ∣ 
[  epoch 0022/0030] 3560/4800, lr:6.3e-06 ∣ avg_100 : 5.150489 ∣ l2loss : 5.266071 ∣ 
[  epoch 0022/0030] 3570/4800, lr:6.3e-06 ∣ avg_100 : 5.149984 ∣ l2loss : 5.063194 ∣ 
[  epoch 0022/0030] 3580/4800, lr:6.3e-06 ∣ avg_100 : 5.150031 ∣ l2loss : 5.260988 ∣ 
[  epoch 0022/0030] 3590/4800, lr:6.3e-06 ∣ avg_100 : 5.150997 ∣ l2loss : 5.203162 ∣ 
[  epoch 0022/0030] 3600/4800, lr:6.3e-06 ∣ avg_100 : 5.149258 ∣ l2loss : 5.219060 ∣ 
[  epoch 0022/0030] 3610/4800, lr:6.3e-06 ∣ avg_100 : 5.150192 ∣ l2loss : 5.352769 ∣ 
[  epoch 0022/0030] 3620/4800, lr:6.3e-06 ∣ avg_100 : 5.151274 ∣ l2loss : 5.082362 ∣ 
[  epoch 0022/0030] 3630/4800, lr:6.3e-06 ∣ avg_100 : 5.151514 ∣ l2loss : 5.391060 ∣ 
[  epoch 0022/0030] 3640/4800, lr:6.3e-06 ∣ avg_100 : 5.153370 ∣ l2loss : 5.105665 ∣ 
[  epoch 0022/0030] 3650/4800, lr:6.3e-06 ∣ avg_100 : 5.153929 ∣ l2loss : 5.335371 ∣ 
[  epoch 0022/0030] 3660/4800, lr:6.3e-06 ∣ avg_100 : 5.154455 ∣ l2loss : 5.241625 ∣ 
[  epoch 0022/0030] 3670/4800, lr:6.3e-06 ∣ avg_100 : 5.152920 ∣ l2loss : 5.124152 ∣ 
[  epoch 0022/0030] 3680/4800, lr:6.3e-06 ∣ avg_100 : 5.153261 ∣ l2loss : 5.141837 ∣ 
[  epoch 0022/0030] 3690/4800, lr:6.3e-06 ∣ avg_100 : 5.153933 ∣ l2loss : 5.138001 ∣ 
[  epoch 0022/0030] 3700/4800, lr:6.3e-06 ∣ avg_100 : 5.152126 ∣ l2loss : 4.871399 ∣ 
[  epoch 0022/0030] 3710/4800, lr:6.3e-06 ∣ avg_100 : 5.157647 ∣ l2loss : 5.514698 ∣ 
[  epoch 0022/0030] 3720/4800, lr:6.3e-06 ∣ avg_100 : 5.155574 ∣ l2loss : 5.044839 ∣ 
[  epoch 0022/0030] 3730/4800, lr:6.3e-06 ∣ avg_100 : 5.153316 ∣ l2loss : 5.093362 ∣ 
[  epoch 0022/0030] 3740/4800, lr:6.3e-06 ∣ avg_100 : 5.149763 ∣ l2loss : 4.938461 ∣ 
[  epoch 0022/0030] 3750/4800, lr:6.3e-06 ∣ avg_100 : 5.151017 ∣ l2loss : 5.268137 ∣ 
[  epoch 0022/0030] 3760/4800, lr:6.3e-06 ∣ avg_100 : 5.150916 ∣ l2loss : 5.177391 ∣ 
[  epoch 0022/0030] 3770/4800, lr:6.3e-06 ∣ avg_100 : 5.147245 ∣ l2loss : 4.816742 ∣ 
[  epoch 0022/0030] 3780/4800, lr:6.3e-06 ∣ avg_100 : 5.144884 ∣ l2loss : 4.926638 ∣ 
[  epoch 0022/0030] 3790/4800, lr:6.3e-06 ∣ avg_100 : 5.146212 ∣ l2loss : 5.111591 ∣ 
[  epoch 0022/0030] 3800/4800, lr:6.3e-06 ∣ avg_100 : 5.146947 ∣ l2loss : 5.151938 ∣ 
[  epoch 0022/0030] 3810/4800, lr:6.3e-06 ∣ avg_100 : 5.147778 ∣ l2loss : 5.205459 ∣ 
[  epoch 0022/0030] 3820/4800, lr:6.3e-06 ∣ avg_100 : 5.145431 ∣ l2loss : 5.042421 ∣ 
[  epoch 0022/0030] 3830/4800, lr:6.3e-06 ∣ avg_100 : 5.145790 ∣ l2loss : 5.341555 ∣ 
[  epoch 0022/0030] 3840/4800, lr:6.3e-06 ∣ avg_100 : 5.144206 ∣ l2loss : 5.072365 ∣ 
[  epoch 0022/0030] 3850/4800, lr:6.3e-06 ∣ avg_100 : 5.144243 ∣ l2loss : 5.182930 ∣ 
[  epoch 0022/0030] 3860/4800, lr:6.3e-06 ∣ avg_100 : 5.142655 ∣ l2loss : 5.139905 ∣ 
[  epoch 0022/0030] 3870/4800, lr:6.3e-06 ∣ avg_100 : 5.145496 ∣ l2loss : 5.502992 ∣ 
[  epoch 0022/0030] 3880/4800, lr:6.3e-06 ∣ avg_100 : 5.145934 ∣ l2loss : 5.195736 ∣ 
[  epoch 0022/0030] 3890/4800, lr:6.3e-06 ∣ avg_100 : 5.145098 ∣ l2loss : 5.092801 ∣ 
[  epoch 0022/0030] 3900/4800, lr:6.3e-06 ∣ avg_100 : 5.146309 ∣ l2loss : 5.210300 ∣ 
[  epoch 0022/0030] 3910/4800, lr:6.3e-06 ∣ avg_100 : 5.146802 ∣ l2loss : 5.197528 ∣ 
[  epoch 0022/0030] 3920/4800, lr:6.3e-06 ∣ avg_100 : 5.145244 ∣ l2loss : 5.033510 ∣ 
[  epoch 0022/0030] 3930/4800, lr:6.3e-06 ∣ avg_100 : 5.148217 ∣ l2loss : 5.144230 ∣ 
[  epoch 0022/0030] 3940/4800, lr:6.3e-06 ∣ avg_100 : 5.147444 ∣ l2loss : 4.949174 ∣ 
[  epoch 0022/0030] 3950/4800, lr:6.3e-06 ∣ avg_100 : 5.143272 ∣ l2loss : 5.005288 ∣ 
[  epoch 0022/0030] 3960/4800, lr:6.3e-06 ∣ avg_100 : 5.145556 ∣ l2loss : 5.287841 ∣ 
[  epoch 0022/0030] 3970/4800, lr:6.3e-06 ∣ avg_100 : 5.146097 ∣ l2loss : 5.192190 ∣ 
[  epoch 0022/0030] 3980/4800, lr:6.3e-06 ∣ avg_100 : 5.142548 ∣ l2loss : 4.975741 ∣ 
[  epoch 0022/0030] 3990/4800, lr:6.3e-06 ∣ avg_100 : 5.141498 ∣ l2loss : 5.231123 ∣ 
[  epoch 0022/0030] 4000/4800, lr:6.3e-06 ∣ avg_100 : 5.143557 ∣ l2loss : 5.274033 ∣ 
[  epoch 0022/0030] 4010/4800, lr:6.3e-06 ∣ avg_100 : 5.140595 ∣ l2loss : 5.071774 ∣ 
[  epoch 0022/0030] 4020/4800, lr:6.3e-06 ∣ avg_100 : 5.139044 ∣ l2loss : 4.995926 ∣ 
[  epoch 0022/0030] 4030/4800, lr:6.3e-06 ∣ avg_100 : 5.135315 ∣ l2loss : 4.935687 ∣ 
[  epoch 0022/0030] 4040/4800, lr:6.3e-06 ∣ avg_100 : 5.134640 ∣ l2loss : 5.207398 ∣ 
[  epoch 0022/0030] 4050/4800, lr:6.3e-06 ∣ avg_100 : 5.134624 ∣ l2loss : 5.004035 ∣ 
[  epoch 0022/0030] 4060/4800, lr:6.3e-06 ∣ avg_100 : 5.134851 ∣ l2loss : 5.166700 ∣ 
[  epoch 0022/0030] 4070/4800, lr:6.3e-06 ∣ avg_100 : 5.137958 ∣ l2loss : 5.413503 ∣ 
[  epoch 0022/0030] 4080/4800, lr:6.3e-06 ∣ avg_100 : 5.136732 ∣ l2loss : 5.017350 ∣ 
[  epoch 0022/0030] 4090/4800, lr:6.3e-06 ∣ avg_100 : 5.137029 ∣ l2loss : 5.202533 ∣ 
[  epoch 0022/0030] 4100/4800, lr:6.3e-06 ∣ avg_100 : 5.132819 ∣ l2loss : 4.909262 ∣ 
[  epoch 0022/0030] 4110/4800, lr:6.3e-06 ∣ avg_100 : 5.136705 ∣ l2loss : 5.331704 ∣ 
[  epoch 0022/0030] 4120/4800, lr:6.3e-06 ∣ avg_100 : 5.137070 ∣ l2loss : 5.285643 ∣ 
[  epoch 0022/0030] 4130/4800, lr:6.3e-06 ∣ avg_100 : 5.137024 ∣ l2loss : 5.021655 ∣ 
[  epoch 0022/0030] 4140/4800, lr:6.3e-06 ∣ avg_100 : 5.136785 ∣ l2loss : 5.063386 ∣ 
[  epoch 0022/0030] 4150/4800, lr:6.3e-06 ∣ avg_100 : 5.137493 ∣ l2loss : 5.373734 ∣ 
[  epoch 0022/0030] 4160/4800, lr:6.3e-06 ∣ avg_100 : 5.138624 ∣ l2loss : 5.055011 ∣ 
[  epoch 0022/0030] 4170/4800, lr:6.3e-06 ∣ avg_100 : 5.137452 ∣ l2loss : 5.048033 ∣ 
[  epoch 0022/0030] 4180/4800, lr:6.3e-06 ∣ avg_100 : 5.135995 ∣ l2loss : 5.094427 ∣ 
[  epoch 0022/0030] 4190/4800, lr:6.3e-06 ∣ avg_100 : 5.138375 ∣ l2loss : 5.198480 ∣ 
[  epoch 0022/0030] 4200/4800, lr:6.3e-06 ∣ avg_100 : 5.138941 ∣ l2loss : 5.084431 ∣ 
[  epoch 0022/0030] 4210/4800, lr:6.3e-06 ∣ avg_100 : 5.138016 ∣ l2loss : 4.975591 ∣ 
[  epoch 0022/0030] 4220/4800, lr:6.3e-06 ∣ avg_100 : 5.138772 ∣ l2loss : 5.104383 ∣ 
[  epoch 0022/0030] 4230/4800, lr:6.3e-06 ∣ avg_100 : 5.139012 ∣ l2loss : 5.158506 ∣ 
[  epoch 0022/0030] 4240/4800, lr:6.3e-06 ∣ avg_100 : 5.137735 ∣ l2loss : 4.925187 ∣ 
[  epoch 0022/0030] 4250/4800, lr:6.3e-06 ∣ avg_100 : 5.135684 ∣ l2loss : 5.064620 ∣ 
[  epoch 0022/0030] 4260/4800, lr:6.3e-06 ∣ avg_100 : 5.135641 ∣ l2loss : 5.067207 ∣ 
[  epoch 0022/0030] 4270/4800, lr:6.3e-06 ∣ avg_100 : 5.136710 ∣ l2loss : 5.184144 ∣ 
[  epoch 0022/0030] 4280/4800, lr:6.3e-06 ∣ avg_100 : 5.138959 ∣ l2loss : 5.266344 ∣ 
[  epoch 0022/0030] 4290/4800, lr:6.3e-06 ∣ avg_100 : 5.138077 ∣ l2loss : 5.138737 ∣ 
[  epoch 0022/0030] 4300/4800, lr:6.3e-06 ∣ avg_100 : 5.139733 ∣ l2loss : 5.046769 ∣ 
[  epoch 0022/0030] 4310/4800, lr:6.3e-06 ∣ avg_100 : 5.142227 ∣ l2loss : 5.300114 ∣ 
[  epoch 0022/0030] 4320/4800, lr:6.3e-06 ∣ avg_100 : 5.141241 ∣ l2loss : 5.089499 ∣ 
[  epoch 0022/0030] 4330/4800, lr:6.3e-06 ∣ avg_100 : 5.143741 ∣ l2loss : 5.257061 ∣ 
[  epoch 0022/0030] 4340/4800, lr:6.3e-06 ∣ avg_100 : 5.142589 ∣ l2loss : 5.049611 ∣ 
[  epoch 0022/0030] 4350/4800, lr:6.3e-06 ∣ avg_100 : 5.144728 ∣ l2loss : 5.259164 ∣ 
[  epoch 0022/0030] 4360/4800, lr:6.3e-06 ∣ avg_100 : 5.146642 ∣ l2loss : 5.209247 ∣ 
[  epoch 0022/0030] 4370/4800, lr:6.3e-06 ∣ avg_100 : 5.145610 ∣ l2loss : 5.253669 ∣ 
[  epoch 0022/0030] 4380/4800, lr:6.3e-06 ∣ avg_100 : 5.144291 ∣ l2loss : 4.997385 ∣ 
[  epoch 0022/0030] 4390/4800, lr:6.3e-06 ∣ avg_100 : 5.142385 ∣ l2loss : 4.944340 ∣ 
[  epoch 0022/0030] 4400/4800, lr:6.3e-06 ∣ avg_100 : 5.140797 ∣ l2loss : 5.050076 ∣ 
[  epoch 0022/0030] 4410/4800, lr:6.3e-06 ∣ avg_100 : 5.142414 ∣ l2loss : 5.242343 ∣ 
[  epoch 0022/0030] 4420/4800, lr:6.3e-06 ∣ avg_100 : 5.141331 ∣ l2loss : 5.128027 ∣ 
[  epoch 0022/0030] 4430/4800, lr:6.3e-06 ∣ avg_100 : 5.143416 ∣ l2loss : 5.343356 ∣ 
[  epoch 0022/0030] 4440/4800, lr:6.3e-06 ∣ avg_100 : 5.142369 ∣ l2loss : 5.278029 ∣ 
[  epoch 0022/0030] 4450/4800, lr:6.3e-06 ∣ avg_100 : 5.144762 ∣ l2loss : 5.318966 ∣ 
[  epoch 0022/0030] 4460/4800, lr:6.3e-06 ∣ avg_100 : 5.141446 ∣ l2loss : 4.885304 ∣ 
[  epoch 0022/0030] 4470/4800, lr:6.3e-06 ∣ avg_100 : 5.142105 ∣ l2loss : 5.083134 ∣ 
[  epoch 0022/0030] 4480/4800, lr:6.3e-06 ∣ avg_100 : 5.139125 ∣ l2loss : 5.006475 ∣ 
[  epoch 0022/0030] 4490/4800, lr:6.3e-06 ∣ avg_100 : 5.140400 ∣ l2loss : 5.207078 ∣ 
[  epoch 0022/0030] 4500/4800, lr:6.3e-06 ∣ avg_100 : 5.140972 ∣ l2loss : 5.157312 ∣ 
[  epoch 0022/0030] 4510/4800, lr:6.3e-06 ∣ avg_100 : 5.145955 ∣ l2loss : 5.255496 ∣ 
[  epoch 0022/0030] 4520/4800, lr:6.3e-06 ∣ avg_100 : 5.144883 ∣ l2loss : 5.335224 ∣ 
[  epoch 0022/0030] 4530/4800, lr:6.3e-06 ∣ avg_100 : 5.146196 ∣ l2loss : 5.161112 ∣ 
[  epoch 0022/0030] 4540/4800, lr:6.3e-06 ∣ avg_100 : 5.149677 ∣ l2loss : 5.407625 ∣ 
[  epoch 0022/0030] 4550/4800, lr:6.3e-06 ∣ avg_100 : 5.148172 ∣ l2loss : 5.067709 ∣ 
[  epoch 0022/0030] 4560/4800, lr:6.3e-06 ∣ avg_100 : 5.147955 ∣ l2loss : 5.244423 ∣ 
[  epoch 0022/0030] 4570/4800, lr:6.3e-06 ∣ avg_100 : 5.149081 ∣ l2loss : 5.175753 ∣ 
[  epoch 0022/0030] 4580/4800, lr:6.3e-06 ∣ avg_100 : 5.148171 ∣ l2loss : 5.169977 ∣ 
[  epoch 0022/0030] 4590/4800, lr:6.3e-06 ∣ avg_100 : 5.148172 ∣ l2loss : 5.203325 ∣ 
[  epoch 0022/0030] 4600/4800, lr:6.3e-06 ∣ avg_100 : 5.147203 ∣ l2loss : 5.122151 ∣ 
[  epoch 0022/0030] 4610/4800, lr:6.3e-06 ∣ avg_100 : 5.144829 ∣ l2loss : 5.115321 ∣ 
[  epoch 0022/0030] 4620/4800, lr:6.3e-06 ∣ avg_100 : 5.144245 ∣ l2loss : 5.023958 ∣ 
[  epoch 0022/0030] 4630/4800, lr:6.3e-06 ∣ avg_100 : 5.140885 ∣ l2loss : 5.055073 ∣ 
[  epoch 0022/0030] 4640/4800, lr:6.3e-06 ∣ avg_100 : 5.140681 ∣ l2loss : 5.085307 ∣ 
[  epoch 0022/0030] 4650/4800, lr:6.3e-06 ∣ avg_100 : 5.141768 ∣ l2loss : 5.444058 ∣ 
[  epoch 0022/0030] 4660/4800, lr:6.3e-06 ∣ avg_100 : 5.138820 ∣ l2loss : 4.946785 ∣ 
[  epoch 0022/0030] 4670/4800, lr:6.3e-06 ∣ avg_100 : 5.140421 ∣ l2loss : 5.284313 ∣ 
[  epoch 0022/0030] 4680/4800, lr:6.3e-06 ∣ avg_100 : 5.139853 ∣ l2loss : 5.085023 ∣ 
[  epoch 0022/0030] 4690/4800, lr:6.3e-06 ∣ avg_100 : 5.139812 ∣ l2loss : 5.133880 ∣ 
[  epoch 0022/0030] 4700/4800, lr:6.3e-06 ∣ avg_100 : 5.142718 ∣ l2loss : 5.162032 ∣ 
[  epoch 0022/0030] 4710/4800, lr:6.3e-06 ∣ avg_100 : 5.137362 ∣ l2loss : 4.979050 ∣ 
[  epoch 0022/0030] 4720/4800, lr:6.3e-06 ∣ avg_100 : 5.137900 ∣ l2loss : 5.098677 ∣ 
[  epoch 0022/0030] 4730/4800, lr:6.3e-06 ∣ avg_100 : 5.138884 ∣ l2loss : 5.191735 ∣ 
[  epoch 0022/0030] 4740/4800, lr:6.3e-06 ∣ avg_100 : 5.141993 ∣ l2loss : 5.249419 ∣ 
[  epoch 0022/0030] 4750/4800, lr:6.3e-06 ∣ avg_100 : 5.138848 ∣ l2loss : 4.953648 ∣ 
[  epoch 0022/0030] 4760/4800, lr:6.3e-06 ∣ avg_100 : 5.137974 ∣ l2loss : 5.089891 ∣ 
[  epoch 0022/0030] 4770/4800, lr:6.3e-06 ∣ avg_100 : 5.141190 ∣ l2loss : 5.138424 ∣ 
[  epoch 0022/0030] 4780/4800, lr:6.3e-06 ∣ avg_100 : 5.143390 ∣ l2loss : 5.146589 ∣ 
[  epoch 0022/0030] 4790/4800, lr:6.3e-06 ∣ avg_100 : 5.145929 ∣ l2loss : 5.365462 ∣ 
[  epoch 0022/0030] 4800/4800, lr:6.3e-06 ∣ avg_100 : 5.146278 ∣ l2loss : 5.186895 ∣ 
[    val 022    ] Done! PSNR : 36.30 dB, SSIM : 0.922total: 23:28:19                    
[  epoch 0023/0030] 0010/4800, lr:6.3e-06 ∣ avg_100 : 5.145379 ∣ l2loss : 5.115565 ∣ 
[  epoch 0023/0030] 0020/4800, lr:6.3e-06 ∣ avg_100 : 5.145987 ∣ l2loss : 5.103244 ∣ 
[  epoch 0023/0030] 0030/4800, lr:6.3e-06 ∣ avg_100 : 5.142991 ∣ l2loss : 5.041910 ∣ 
[  epoch 0023/0030] 0040/4800, lr:6.3e-06 ∣ avg_100 : 5.144064 ∣ l2loss : 5.179622 ∣ 
[  epoch 0023/0030] 0050/4800, lr:6.3e-06 ∣ avg_100 : 5.142763 ∣ l2loss : 5.052901 ∣ 
[  epoch 0023/0030] 0060/4800, lr:6.3e-06 ∣ avg_100 : 5.140809 ∣ l2loss : 4.944489 ∣ 
[  epoch 0023/0030] 0070/4800, lr:6.3e-06 ∣ avg_100 : 5.136512 ∣ l2loss : 5.073248 ∣ 
[  epoch 0023/0030] 0080/4800, lr:6.3e-06 ∣ avg_100 : 5.134983 ∣ l2loss : 5.042826 ∣ 
[  epoch 0023/0030] 0090/4800, lr:6.3e-06 ∣ avg_100 : 5.137248 ∣ l2loss : 5.319319 ∣ 
[  epoch 0023/0030] 0100/4800, lr:6.3e-06 ∣ avg_100 : 5.139750 ∣ l2loss : 5.460527 ∣ 
[  epoch 0023/0030] 0110/4800, lr:6.3e-06 ∣ avg_100 : 5.139943 ∣ l2loss : 5.216817 ∣ 
[  epoch 0023/0030] 0120/4800, lr:6.3e-06 ∣ avg_100 : 5.142238 ∣ l2loss : 5.262993 ∣ 
[  epoch 0023/0030] 0130/4800, lr:6.3e-06 ∣ avg_100 : 5.139735 ∣ l2loss : 4.893951 ∣ 
[  epoch 0023/0030] 0140/4800, lr:6.3e-06 ∣ avg_100 : 5.143465 ∣ l2loss : 5.322182 ∣ 
[  epoch 0023/0030] 0150/4800, lr:6.3e-06 ∣ avg_100 : 5.145011 ∣ l2loss : 5.159862 ∣ 
[  epoch 0023/0030] 0160/4800, lr:6.3e-06 ∣ avg_100 : 5.141891 ∣ l2loss : 4.975861 ∣ 
[  epoch 0023/0030] 0170/4800, lr:6.3e-06 ∣ avg_100 : 5.145311 ∣ l2loss : 5.534168 ∣ 
[  epoch 0023/0030] 0180/4800, lr:6.3e-06 ∣ avg_100 : 5.145226 ∣ l2loss : 4.967303 ∣ 
[  epoch 0023/0030] 0190/4800, lr:6.3e-06 ∣ avg_100 : 5.143775 ∣ l2loss : 5.086008 ∣ 
[  epoch 0023/0030] 0200/4800, lr:6.3e-06 ∣ avg_100 : 5.142435 ∣ l2loss : 5.139992 ∣ 
[  epoch 0023/0030] 0210/4800, lr:6.3e-06 ∣ avg_100 : 5.143321 ∣ l2loss : 5.160401 ∣ 
[  epoch 0023/0030] 0220/4800, lr:6.3e-06 ∣ avg_100 : 5.142554 ∣ l2loss : 4.919232 ∣ 
[  epoch 0023/0030] 0230/4800, lr:6.3e-06 ∣ avg_100 : 5.143963 ∣ l2loss : 5.076542 ∣ 
[  epoch 0023/0030] 0240/4800, lr:6.3e-06 ∣ avg_100 : 5.143835 ∣ l2loss : 5.194608 ∣ 
[  epoch 0023/0030] 0250/4800, lr:6.3e-06 ∣ avg_100 : 5.145922 ∣ l2loss : 5.212775 ∣ 
[  epoch 0023/0030] 0260/4800, lr:6.3e-06 ∣ avg_100 : 5.147368 ∣ l2loss : 5.311322 ∣ 
[  epoch 0023/0030] 0270/4800, lr:6.3e-06 ∣ avg_100 : 5.143805 ∣ l2loss : 5.057138 ∣ 
[  epoch 0023/0030] 0280/4800, lr:6.3e-06 ∣ avg_100 : 5.144486 ∣ l2loss : 5.085481 ∣ 
[  epoch 0023/0030] 0290/4800, lr:6.3e-06 ∣ avg_100 : 5.142991 ∣ l2loss : 5.053079 ∣ 
[  epoch 0023/0030] 0300/4800, lr:6.3e-06 ∣ avg_100 : 5.145247 ∣ l2loss : 5.134782 ∣ 
[  epoch 0023/0030] 0310/4800, lr:6.3e-06 ∣ avg_100 : 5.143626 ∣ l2loss : 5.169680 ∣ 
[  epoch 0023/0030] 0320/4800, lr:6.3e-06 ∣ avg_100 : 5.143259 ∣ l2loss : 5.248866 ∣ 
[  epoch 0023/0030] 0330/4800, lr:6.3e-06 ∣ avg_100 : 5.143860 ∣ l2loss : 5.081789 ∣ 
[  epoch 0023/0030] 0340/4800, lr:6.3e-06 ∣ avg_100 : 5.145114 ∣ l2loss : 5.188776 ∣ 
[  epoch 0023/0030] 0350/4800, lr:6.3e-06 ∣ avg_100 : 5.139385 ∣ l2loss : 4.800861 ∣ 
[  epoch 0023/0030] 0360/4800, lr:6.3e-06 ∣ avg_100 : 5.137714 ∣ l2loss : 4.887937 ∣ 
[  epoch 0023/0030] 0370/4800, lr:6.3e-06 ∣ avg_100 : 5.137746 ∣ l2loss : 5.051229 ∣ 
[  epoch 0023/0030] 0380/4800, lr:6.3e-06 ∣ avg_100 : 5.142006 ∣ l2loss : 5.520377 ∣ 
[  epoch 0023/0030] 0390/4800, lr:6.3e-06 ∣ avg_100 : 5.141213 ∣ l2loss : 5.119242 ∣ 
[  epoch 0023/0030] 0400/4800, lr:6.3e-06 ∣ avg_100 : 5.140671 ∣ l2loss : 5.030221 ∣ 
[  epoch 0023/0030] 0410/4800, lr:6.3e-06 ∣ avg_100 : 5.143553 ∣ l2loss : 5.263750 ∣ 
[  epoch 0023/0030] 0420/4800, lr:6.3e-06 ∣ avg_100 : 5.143662 ∣ l2loss : 5.115267 ∣ 
[  epoch 0023/0030] 0430/4800, lr:6.3e-06 ∣ avg_100 : 5.143349 ∣ l2loss : 5.127214 ∣ 
[  epoch 0023/0030] 0440/4800, lr:6.3e-06 ∣ avg_100 : 5.148619 ∣ l2loss : 5.452180 ∣ 
[  epoch 0023/0030] 0450/4800, lr:6.3e-06 ∣ avg_100 : 5.149075 ∣ l2loss : 5.110248 ∣ 
[  epoch 0023/0030] 0460/4800, lr:6.3e-06 ∣ avg_100 : 5.149980 ∣ l2loss : 5.157678 ∣ 
[  epoch 0023/0030] 0470/4800, lr:6.3e-06 ∣ avg_100 : 5.148814 ∣ l2loss : 5.067605 ∣ 
[  epoch 0023/0030] 0480/4800, lr:6.3e-06 ∣ avg_100 : 5.147353 ∣ l2loss : 5.120203 ∣ 
[  epoch 0023/0030] 0490/4800, lr:6.3e-06 ∣ avg_100 : 5.148252 ∣ l2loss : 5.228601 ∣ 
[  epoch 0023/0030] 0500/4800, lr:6.3e-06 ∣ avg_100 : 5.147886 ∣ l2loss : 5.010213 ∣ 
[  epoch 0023/0030] 0510/4800, lr:6.3e-06 ∣ avg_100 : 5.147267 ∣ l2loss : 5.238163 ∣ 
[  epoch 0023/0030] 0520/4800, lr:6.3e-06 ∣ avg_100 : 5.149551 ∣ l2loss : 5.317899 ∣ 
[  epoch 0023/0030] 0530/4800, lr:6.3e-06 ∣ avg_100 : 5.149026 ∣ l2loss : 5.204604 ∣ 
[  epoch 0023/0030] 0540/4800, lr:6.3e-06 ∣ avg_100 : 5.148680 ∣ l2loss : 5.015031 ∣ 
[  epoch 0023/0030] 0550/4800, lr:6.3e-06 ∣ avg_100 : 5.148394 ∣ l2loss : 5.230590 ∣ 
[  epoch 0023/0030] 0560/4800, lr:6.3e-06 ∣ avg_100 : 5.147438 ∣ l2loss : 5.113603 ∣ 
[  epoch 0023/0030] 0570/4800, lr:6.3e-06 ∣ avg_100 : 5.148610 ∣ l2loss : 5.370828 ∣ 
[  epoch 0023/0030] 0580/4800, lr:6.3e-06 ∣ avg_100 : 5.149867 ∣ l2loss : 5.123106 ∣ 
[  epoch 0023/0030] 0590/4800, lr:6.3e-06 ∣ avg_100 : 5.150170 ∣ l2loss : 4.974653 ∣ 
[  epoch 0023/0030] 0600/4800, lr:6.3e-06 ∣ avg_100 : 5.148615 ∣ l2loss : 4.894536 ∣ 
[  epoch 0023/0030] 0610/4800, lr:6.3e-06 ∣ avg_100 : 5.146725 ∣ l2loss : 5.053342 ∣ 
[  epoch 0023/0030] 0620/4800, lr:6.3e-06 ∣ avg_100 : 5.146858 ∣ l2loss : 5.141352 ∣ 
[  epoch 0023/0030] 0630/4800, lr:6.3e-06 ∣ avg_100 : 5.144196 ∣ l2loss : 5.077220 ∣ 
[  epoch 0023/0030] 0640/4800, lr:6.3e-06 ∣ avg_100 : 5.141222 ∣ l2loss : 4.980551 ∣ 
[  epoch 0023/0030] 0650/4800, lr:6.3e-06 ∣ avg_100 : 5.142070 ∣ l2loss : 5.403826 ∣ 
[  epoch 0023/0030] 0660/4800, lr:6.3e-06 ∣ avg_100 : 5.144300 ∣ l2loss : 5.108244 ∣ 
[  epoch 0023/0030] 0670/4800, lr:6.3e-06 ∣ avg_100 : 5.144410 ∣ l2loss : 5.094174 ∣ 
[  epoch 0023/0030] 0680/4800, lr:6.3e-06 ∣ avg_100 : 5.145710 ∣ l2loss : 5.136439 ∣ 
[  epoch 0023/0030] 0690/4800, lr:6.3e-06 ∣ avg_100 : 5.143665 ∣ l2loss : 5.002616 ∣ 
[  epoch 0023/0030] 0700/4800, lr:6.3e-06 ∣ avg_100 : 5.144476 ∣ l2loss : 5.238359 ∣ 
[  epoch 0023/0030] 0710/4800, lr:6.3e-06 ∣ avg_100 : 5.143881 ∣ l2loss : 5.196054 ∣ 
[  epoch 0023/0030] 0720/4800, lr:6.3e-06 ∣ avg_100 : 5.144082 ∣ l2loss : 5.355314 ∣ 
[  epoch 0023/0030] 0730/4800, lr:6.3e-06 ∣ avg_100 : 5.146004 ∣ l2loss : 5.353293 ∣ 
[  epoch 0023/0030] 0740/4800, lr:6.3e-06 ∣ avg_100 : 5.144213 ∣ l2loss : 5.228540 ∣ 
[  epoch 0023/0030] 0750/4800, lr:6.3e-06 ∣ avg_100 : 5.144701 ∣ l2loss : 5.116522 ∣ 
[  epoch 0023/0030] 0760/4800, lr:6.3e-06 ∣ avg_100 : 5.143939 ∣ l2loss : 5.168162 ∣ 
[  epoch 0023/0030] 0770/4800, lr:6.3e-06 ∣ avg_100 : 5.141794 ∣ l2loss : 4.961324 ∣ 
[  epoch 0023/0030] 0780/4800, lr:6.3e-06 ∣ avg_100 : 5.142329 ∣ l2loss : 5.223452 ∣ 
[  epoch 0023/0030] 0790/4800, lr:6.3e-06 ∣ avg_100 : 5.140798 ∣ l2loss : 5.050233 ∣ 
[  epoch 0023/0030] 0800/4800, lr:6.3e-06 ∣ avg_100 : 5.140490 ∣ l2loss : 5.091385 ∣ 
[  epoch 0023/0030] 0810/4800, lr:6.3e-06 ∣ avg_100 : 5.141052 ∣ l2loss : 5.171514 ∣ 
[  epoch 0023/0030] 0820/4800, lr:6.3e-06 ∣ avg_100 : 5.141365 ∣ l2loss : 5.055207 ∣ 
[  epoch 0023/0030] 0830/4800, lr:6.3e-06 ∣ avg_100 : 5.143919 ∣ l2loss : 5.310531 ∣ 
[  epoch 0023/0030] 0840/4800, lr:6.3e-06 ∣ avg_100 : 5.145134 ∣ l2loss : 5.206794 ∣ 
[  epoch 0023/0030] 0850/4800, lr:6.3e-06 ∣ avg_100 : 5.139346 ∣ l2loss : 4.865236 ∣ 
[  epoch 0023/0030] 0860/4800, lr:6.3e-06 ∣ avg_100 : 5.141334 ∣ l2loss : 5.145572 ∣ 
[  epoch 0023/0030] 0870/4800, lr:6.3e-06 ∣ avg_100 : 5.141246 ∣ l2loss : 5.275522 ∣ 
[  epoch 0023/0030] 0880/4800, lr:6.3e-06 ∣ avg_100 : 5.141086 ∣ l2loss : 5.068982 ∣ 
[  epoch 0023/0030] 0890/4800, lr:6.3e-06 ∣ avg_100 : 5.141751 ∣ l2loss : 5.200415 ∣ 
[  epoch 0023/0030] 0900/4800, lr:6.3e-06 ∣ avg_100 : 5.141040 ∣ l2loss : 5.090904 ∣ 
[  epoch 0023/0030] 0910/4800, lr:6.3e-06 ∣ avg_100 : 5.142852 ∣ l2loss : 5.160326 ∣ 
[  epoch 0023/0030] 0920/4800, lr:6.3e-06 ∣ avg_100 : 5.141380 ∣ l2loss : 4.951404 ∣ 
[  epoch 0023/0030] 0930/4800, lr:6.3e-06 ∣ avg_100 : 5.139853 ∣ l2loss : 5.039082 ∣ 
[  epoch 0023/0030] 0940/4800, lr:6.3e-06 ∣ avg_100 : 5.141118 ∣ l2loss : 5.375859 ∣ 
[  epoch 0023/0030] 0950/4800, lr:6.3e-06 ∣ avg_100 : 5.144933 ∣ l2loss : 5.335207 ∣ 
[  epoch 0023/0030] 0960/4800, lr:6.3e-06 ∣ avg_100 : 5.144425 ∣ l2loss : 5.039091 ∣ 
[  epoch 0023/0030] 0970/4800, lr:6.3e-06 ∣ avg_100 : 5.143625 ∣ l2loss : 5.058361 ∣ 
[  epoch 0023/0030] 0980/4800, lr:6.3e-06 ∣ avg_100 : 5.144876 ∣ l2loss : 5.271761 ∣ 
[  epoch 0023/0030] 0990/4800, lr:6.3e-06 ∣ avg_100 : 5.143430 ∣ l2loss : 5.220804 ∣ 
[  epoch 0023/0030] 1000/4800, lr:6.3e-06 ∣ avg_100 : 5.144385 ∣ l2loss : 5.282420 ∣ 
[  epoch 0023/0030] 1010/4800, lr:6.3e-06 ∣ avg_100 : 5.144117 ∣ l2loss : 5.088756 ∣ 
[  epoch 0023/0030] 1020/4800, lr:6.3e-06 ∣ avg_100 : 5.145604 ∣ l2loss : 5.252009 ∣ 
[  epoch 0023/0030] 1030/4800, lr:6.3e-06 ∣ avg_100 : 5.144819 ∣ l2loss : 4.963385 ∣ 
[  epoch 0023/0030] 1040/4800, lr:6.3e-06 ∣ avg_100 : 5.143969 ∣ l2loss : 5.094645 ∣ 
[  epoch 0023/0030] 1050/4800, lr:6.3e-06 ∣ avg_100 : 5.143873 ∣ l2loss : 5.043265 ∣ 
[  epoch 0023/0030] 1060/4800, lr:6.3e-06 ∣ avg_100 : 5.145832 ∣ l2loss : 5.140363 ∣ 
[  epoch 0023/0030] 1070/4800, lr:6.3e-06 ∣ avg_100 : 5.147259 ∣ l2loss : 5.215950 ∣ 
[  epoch 0023/0030] 1080/4800, lr:6.3e-06 ∣ avg_100 : 5.149434 ∣ l2loss : 5.260336 ∣ 
[  epoch 0023/0030] 1090/4800, lr:6.3e-06 ∣ avg_100 : 5.148123 ∣ l2loss : 5.188190 ∣ 
[  epoch 0023/0030] 1100/4800, lr:6.3e-06 ∣ avg_100 : 5.143929 ∣ l2loss : 5.041148 ∣ 
[  epoch 0023/0030] 1110/4800, lr:6.3e-06 ∣ avg_100 : 5.142913 ∣ l2loss : 5.115180 ∣ 
[  epoch 0023/0030] 1120/4800, lr:6.3e-06 ∣ avg_100 : 5.140583 ∣ l2loss : 5.030051 ∣ 
[  epoch 0023/0030] 1130/4800, lr:6.3e-06 ∣ avg_100 : 5.143835 ∣ l2loss : 5.219105 ∣ 
[  epoch 0023/0030] 1140/4800, lr:6.3e-06 ∣ avg_100 : 5.140744 ∣ l2loss : 5.013129 ∣ 
[  epoch 0023/0030] 1150/4800, lr:6.3e-06 ∣ avg_100 : 5.142752 ∣ l2loss : 5.360647 ∣ 
[  epoch 0023/0030] 1160/4800, lr:6.3e-06 ∣ avg_100 : 5.145124 ∣ l2loss : 5.213071 ∣ 
[  epoch 0023/0030] 1170/4800, lr:6.3e-06 ∣ avg_100 : 5.141447 ∣ l2loss : 5.166461 ∣ 
[  epoch 0023/0030] 1180/4800, lr:6.3e-06 ∣ avg_100 : 5.143951 ∣ l2loss : 5.217698 ∣ 
[  epoch 0023/0030] 1190/4800, lr:6.3e-06 ∣ avg_100 : 5.142562 ∣ l2loss : 4.947133 ∣ 
[  epoch 0023/0030] 1200/4800, lr:6.3e-06 ∣ avg_100 : 5.140582 ∣ l2loss : 4.941996 ∣ 
[  epoch 0023/0030] 1210/4800, lr:6.3e-06 ∣ avg_100 : 5.140007 ∣ l2loss : 5.102912 ∣ 
[  epoch 0023/0030] 1220/4800, lr:6.3e-06 ∣ avg_100 : 5.143506 ∣ l2loss : 5.269144 ∣ 
[  epoch 0023/0030] 1230/4800, lr:6.3e-06 ∣ avg_100 : 5.145663 ∣ l2loss : 5.292233 ∣ 
[  epoch 0023/0030] 1240/4800, lr:6.3e-06 ∣ avg_100 : 5.145870 ∣ l2loss : 5.215302 ∣ 
[  epoch 0023/0030] 1250/4800, lr:6.3e-06 ∣ avg_100 : 5.145540 ∣ l2loss : 5.179715 ∣ 
[  epoch 0023/0030] 1260/4800, lr:6.3e-06 ∣ avg_100 : 5.141599 ∣ l2loss : 4.917296 ∣ 
[  epoch 0023/0030] 1270/4800, lr:6.3e-06 ∣ avg_100 : 5.141983 ∣ l2loss : 5.095445 ∣ 
[  epoch 0023/0030] 1280/4800, lr:6.3e-06 ∣ avg_100 : 5.143166 ∣ l2loss : 5.203812 ∣ 
[  epoch 0023/0030] 1290/4800, lr:6.3e-06 ∣ avg_100 : 5.146725 ∣ l2loss : 5.409044 ∣ 
[  epoch 0023/0030] 1300/4800, lr:6.3e-06 ∣ avg_100 : 5.146843 ∣ l2loss : 5.146513 ∣ 
[  epoch 0023/0030] 1310/4800, lr:6.3e-06 ∣ avg_100 : 5.148995 ∣ l2loss : 5.384952 ∣ 
[  epoch 0023/0030] 1320/4800, lr:6.3e-06 ∣ avg_100 : 5.144463 ∣ l2loss : 4.795620 ∣ 
[  epoch 0023/0030] 1330/4800, lr:6.3e-06 ∣ avg_100 : 5.144405 ∣ l2loss : 5.076023 ∣ 
[  epoch 0023/0030] 1340/4800, lr:6.3e-06 ∣ avg_100 : 5.141885 ∣ l2loss : 4.936722 ∣ 
[  epoch 0023/0030] 1350/4800, lr:6.3e-06 ∣ avg_100 : 5.146549 ∣ l2loss : 5.267298 ∣ 
[  epoch 0023/0030] 1360/4800, lr:6.3e-06 ∣ avg_100 : 5.150691 ∣ l2loss : 5.302070 ∣ 
[  epoch 0023/0030] 1370/4800, lr:6.3e-06 ∣ avg_100 : 5.151861 ∣ l2loss : 5.168307 ∣ 
[  epoch 0023/0030] 1380/4800, lr:6.3e-06 ∣ avg_100 : 5.147856 ∣ l2loss : 5.119843 ∣ 
[  epoch 0023/0030] 1390/4800, lr:6.3e-06 ∣ avg_100 : 5.150551 ∣ l2loss : 5.388727 ∣ 
[  epoch 0023/0030] 1400/4800, lr:6.3e-06 ∣ avg_100 : 5.150547 ∣ l2loss : 5.029800 ∣ 
[  epoch 0023/0030] 1410/4800, lr:6.3e-06 ∣ avg_100 : 5.149568 ∣ l2loss : 5.165874 ∣ 
[  epoch 0023/0030] 1420/4800, lr:6.3e-06 ∣ avg_100 : 5.150176 ∣ l2loss : 5.176104 ∣ 
[  epoch 0023/0030] 1430/4800, lr:6.3e-06 ∣ avg_100 : 5.149658 ∣ l2loss : 5.075387 ∣ 
[  epoch 0023/0030] 1440/4800, lr:6.3e-06 ∣ avg_100 : 5.147546 ∣ l2loss : 5.240958 ∣ 
[  epoch 0023/0030] 1450/4800, lr:6.3e-06 ∣ avg_100 : 5.147531 ∣ l2loss : 5.108788 ∣ 
[  epoch 0023/0030] 1460/4800, lr:6.3e-06 ∣ avg_100 : 5.147379 ∣ l2loss : 5.142461 ∣ 
[  epoch 0023/0030] 1470/4800, lr:6.3e-06 ∣ avg_100 : 5.147680 ∣ l2loss : 5.097722 ∣ 
[  epoch 0023/0030] 1480/4800, lr:6.3e-06 ∣ avg_100 : 5.147886 ∣ l2loss : 5.140746 ∣ 
[  epoch 0023/0030] 1490/4800, lr:6.3e-06 ∣ avg_100 : 5.144992 ∣ l2loss : 4.939211 ∣ 
[  epoch 0023/0030] 1500/4800, lr:6.3e-06 ∣ avg_100 : 5.146551 ∣ l2loss : 5.166171 ∣ 
[  epoch 0023/0030] 1510/4800, lr:6.3e-06 ∣ avg_100 : 5.147274 ∣ l2loss : 5.310399 ∣ 
[  epoch 0023/0030] 1520/4800, lr:6.3e-06 ∣ avg_100 : 5.144624 ∣ l2loss : 5.052931 ∣ 
[  epoch 0023/0030] 1530/4800, lr:6.3e-06 ∣ avg_100 : 5.142571 ∣ l2loss : 4.999354 ∣ 
[  epoch 0023/0030] 1540/4800, lr:6.3e-06 ∣ avg_100 : 5.143545 ∣ l2loss : 5.112368 ∣ 
[  epoch 0023/0030] 1550/4800, lr:6.3e-06 ∣ avg_100 : 5.142832 ∣ l2loss : 5.159289 ∣ 
[  epoch 0023/0030] 1560/4800, lr:6.3e-06 ∣ avg_100 : 5.142824 ∣ l2loss : 5.112840 ∣ 
[  epoch 0023/0030] 1570/4800, lr:6.3e-06 ∣ avg_100 : 5.143006 ∣ l2loss : 5.388999 ∣ 
[  epoch 0023/0030] 1580/4800, lr:6.3e-06 ∣ avg_100 : 5.140927 ∣ l2loss : 4.915236 ∣ 
[  epoch 0023/0030] 1590/4800, lr:6.3e-06 ∣ avg_100 : 5.142254 ∣ l2loss : 5.107367 ∣ 
[  epoch 0023/0030] 1600/4800, lr:6.3e-06 ∣ avg_100 : 5.144584 ∣ l2loss : 5.127493 ∣ 
[  epoch 0023/0030] 1610/4800, lr:6.3e-06 ∣ avg_100 : 5.146828 ∣ l2loss : 5.277774 ∣ 
[  epoch 0023/0030] 1620/4800, lr:6.3e-06 ∣ avg_100 : 5.146838 ∣ l2loss : 5.142340 ∣ 
[  epoch 0023/0030] 1630/4800, lr:6.3e-06 ∣ avg_100 : 5.146271 ∣ l2loss : 5.020494 ∣ 
[  epoch 0023/0030] 1640/4800, lr:6.3e-06 ∣ avg_100 : 5.151008 ∣ l2loss : 5.454314 ∣ 
[  epoch 0023/0030] 1650/4800, lr:6.3e-06 ∣ avg_100 : 5.147986 ∣ l2loss : 5.101615 ∣ 
[  epoch 0023/0030] 1660/4800, lr:6.3e-06 ∣ avg_100 : 5.150898 ∣ l2loss : 5.399451 ∣ 
[  epoch 0023/0030] 1670/4800, lr:6.3e-06 ∣ avg_100 : 5.152469 ∣ l2loss : 5.251213 ∣ 
[  epoch 0023/0030] 1680/4800, lr:6.3e-06 ∣ avg_100 : 5.149455 ∣ l2loss : 4.835022 ∣ 
[  epoch 0023/0030] 1690/4800, lr:6.3e-06 ∣ avg_100 : 5.151479 ∣ l2loss : 5.205058 ∣ 
[  epoch 0023/0030] 1700/4800, lr:6.3e-06 ∣ avg_100 : 5.150986 ∣ l2loss : 5.189104 ∣ 
[  epoch 0023/0030] 1710/4800, lr:6.3e-06 ∣ avg_100 : 5.149289 ∣ l2loss : 5.026274 ∣ 
[  epoch 0023/0030] 1720/4800, lr:6.3e-06 ∣ avg_100 : 5.147964 ∣ l2loss : 5.222816 ∣ 
[  epoch 0023/0030] 1730/4800, lr:6.3e-06 ∣ avg_100 : 5.146064 ∣ l2loss : 5.163287 ∣ 
[  epoch 0023/0030] 1740/4800, lr:6.3e-06 ∣ avg_100 : 5.146399 ∣ l2loss : 5.262072 ∣ 
[  epoch 0023/0030] 1750/4800, lr:6.3e-06 ∣ avg_100 : 5.145926 ∣ l2loss : 5.069199 ∣ 
[  epoch 0023/0030] 1760/4800, lr:6.3e-06 ∣ avg_100 : 5.145343 ∣ l2loss : 5.109846 ∣ 
[  epoch 0023/0030] 1770/4800, lr:6.3e-06 ∣ avg_100 : 5.148075 ∣ l2loss : 5.234613 ∣ 
[  epoch 0023/0030] 1780/4800, lr:6.3e-06 ∣ avg_100 : 5.146878 ∣ l2loss : 5.103715 ∣ 
[  epoch 0023/0030] 1790/4800, lr:6.3e-06 ∣ avg_100 : 5.145993 ∣ l2loss : 4.961770 ∣ 
[  epoch 0023/0030] 1800/4800, lr:6.3e-06 ∣ avg_100 : 5.147116 ∣ l2loss : 5.203637 ∣ 
[  epoch 0023/0030] 1810/4800, lr:6.3e-06 ∣ avg_100 : 5.143708 ∣ l2loss : 4.830744 ∣ 
[  epoch 0023/0030] 1820/4800, lr:6.3e-06 ∣ avg_100 : 5.143481 ∣ l2loss : 5.032496 ∣ 
[  epoch 0023/0030] 1830/4800, lr:6.3e-06 ∣ avg_100 : 5.141496 ∣ l2loss : 5.112018 ∣ 
[  epoch 0023/0030] 1840/4800, lr:6.3e-06 ∣ avg_100 : 5.137933 ∣ l2loss : 4.850465 ∣ 
[  epoch 0023/0030] 1850/4800, lr:6.3e-06 ∣ avg_100 : 5.138493 ∣ l2loss : 4.921229 ∣ 
[  epoch 0023/0030] 1860/4800, lr:6.3e-06 ∣ avg_100 : 5.137925 ∣ l2loss : 5.088778 ∣ 
[  epoch 0023/0030] 1870/4800, lr:6.3e-06 ∣ avg_100 : 5.136341 ∣ l2loss : 5.117172 ∣ 
[  epoch 0023/0030] 1880/4800, lr:6.3e-06 ∣ avg_100 : 5.136382 ∣ l2loss : 5.073093 ∣ 
[  epoch 0023/0030] 1890/4800, lr:6.3e-06 ∣ avg_100 : 5.135110 ∣ l2loss : 5.073193 ∣ 
[  epoch 0023/0030] 1900/4800, lr:6.3e-06 ∣ avg_100 : 5.137508 ∣ l2loss : 5.330684 ∣ 
[  epoch 0023/0030] 1910/4800, lr:6.3e-06 ∣ avg_100 : 5.137226 ∣ l2loss : 5.132130 ∣ 
[  epoch 0023/0030] 1920/4800, lr:6.3e-06 ∣ avg_100 : 5.141005 ∣ l2loss : 5.329322 ∣ 
[  epoch 0023/0030] 1930/4800, lr:6.3e-06 ∣ avg_100 : 5.140931 ∣ l2loss : 5.031643 ∣ 
[  epoch 0023/0030] 1940/4800, lr:6.3e-06 ∣ avg_100 : 5.139139 ∣ l2loss : 5.196637 ∣ 
[  epoch 0023/0030] 1950/4800, lr:6.3e-06 ∣ avg_100 : 5.135118 ∣ l2loss : 4.933192 ∣ 
[  epoch 0023/0030] 1960/4800, lr:6.3e-06 ∣ avg_100 : 5.136994 ∣ l2loss : 5.226689 ∣ 
[  epoch 0023/0030] 1970/4800, lr:6.3e-06 ∣ avg_100 : 5.138200 ∣ l2loss : 5.178923 ∣ 
[  epoch 0023/0030] 1980/4800, lr:6.3e-06 ∣ avg_100 : 5.138152 ∣ l2loss : 5.266992 ∣ 
[  epoch 0023/0030] 1990/4800, lr:6.3e-06 ∣ avg_100 : 5.136348 ∣ l2loss : 5.040394 ∣ 
[  epoch 0023/0030] 2000/4800, lr:6.3e-06 ∣ avg_100 : 5.135805 ∣ l2loss : 5.228050 ∣ 
[  epoch 0023/0030] 2010/4800, lr:6.3e-06 ∣ avg_100 : 5.135716 ∣ l2loss : 5.079878 ∣ 
[  epoch 0023/0030] 2020/4800, lr:6.3e-06 ∣ avg_100 : 5.134032 ∣ l2loss : 5.083678 ∣ 
[  epoch 0023/0030] 2030/4800, lr:6.3e-06 ∣ avg_100 : 5.138169 ∣ l2loss : 5.377083 ∣ 
[  epoch 0023/0030] 2040/4800, lr:6.3e-06 ∣ avg_100 : 5.139922 ∣ l2loss : 5.269861 ∣ 
[  epoch 0023/0030] 2050/4800, lr:6.3e-06 ∣ avg_100 : 5.139360 ∣ l2loss : 4.987106 ∣ 
[  epoch 0023/0030] 2060/4800, lr:6.3e-06 ∣ avg_100 : 5.138594 ∣ l2loss : 5.063774 ∣ 
[  epoch 0023/0030] 2070/4800, lr:6.3e-06 ∣ avg_100 : 5.137457 ∣ l2loss : 5.102209 ∣ 
[  epoch 0023/0030] 2080/4800, lr:6.3e-06 ∣ avg_100 : 5.133913 ∣ l2loss : 4.905957 ∣ 
[  epoch 0023/0030] 2090/4800, lr:6.3e-06 ∣ avg_100 : 5.134442 ∣ l2loss : 5.241139 ∣ 
[  epoch 0023/0030] 2100/4800, lr:6.3e-06 ∣ avg_100 : 5.135649 ∣ l2loss : 5.161835 ∣ 
[  epoch 0023/0030] 2110/4800, lr:6.3e-06 ∣ avg_100 : 5.134225 ∣ l2loss : 4.972783 ∣ 
[  epoch 0023/0030] 2120/4800, lr:6.3e-06 ∣ avg_100 : 5.135837 ∣ l2loss : 5.191189 ∣ 
[  epoch 0023/0030] 2130/4800, lr:6.3e-06 ∣ avg_100 : 5.135832 ∣ l2loss : 5.218625 ∣ 
[  epoch 0023/0030] 2140/4800, lr:6.3e-06 ∣ avg_100 : 5.138993 ∣ l2loss : 5.329250 ∣ 
[  epoch 0023/0030] 2150/4800, lr:6.3e-06 ∣ avg_100 : 5.135616 ∣ l2loss : 5.022921 ∣ 
[  epoch 0023/0030] 2160/4800, lr:6.3e-06 ∣ avg_100 : 5.134719 ∣ l2loss : 5.123375 ∣ 
[  epoch 0023/0030] 2170/4800, lr:6.3e-06 ∣ avg_100 : 5.134746 ∣ l2loss : 5.169185 ∣ 
[  epoch 0023/0030] 2180/4800, lr:6.3e-06 ∣ avg_100 : 5.132667 ∣ l2loss : 5.009836 ∣ 
[  epoch 0023/0030] 2190/4800, lr:6.3e-06 ∣ avg_100 : 5.136301 ∣ l2loss : 5.310441 ∣ 
[  epoch 0023/0030] 2200/4800, lr:6.3e-06 ∣ avg_100 : 5.138633 ∣ l2loss : 5.175220 ∣ 
[  epoch 0023/0030] 2210/4800, lr:6.3e-06 ∣ avg_100 : 5.138235 ∣ l2loss : 5.063098 ∣ 
[  epoch 0023/0030] 2220/4800, lr:6.3e-06 ∣ avg_100 : 5.134332 ∣ l2loss : 4.878861 ∣ 
[  epoch 0023/0030] 2230/4800, lr:6.3e-06 ∣ avg_100 : 5.132180 ∣ l2loss : 5.077021 ∣ 
[  epoch 0023/0030] 2240/4800, lr:6.3e-06 ∣ avg_100 : 5.131322 ∣ l2loss : 5.129542 ∣ 
[  epoch 0023/0030] 2250/4800, lr:6.3e-06 ∣ avg_100 : 5.129724 ∣ l2loss : 5.019953 ∣ 
[  epoch 0023/0030] 2260/4800, lr:6.3e-06 ∣ avg_100 : 5.134560 ∣ l2loss : 5.400809 ∣ 
[  epoch 0023/0030] 2270/4800, lr:6.3e-06 ∣ avg_100 : 5.135820 ∣ l2loss : 5.221524 ∣ 
[  epoch 0023/0030] 2280/4800, lr:6.3e-06 ∣ avg_100 : 5.137066 ∣ l2loss : 5.328404 ∣ 
[  epoch 0023/0030] 2290/4800, lr:6.3e-06 ∣ avg_100 : 5.135966 ∣ l2loss : 5.299034 ∣ 
[  epoch 0023/0030] 2300/4800, lr:6.3e-06 ∣ avg_100 : 5.133001 ∣ l2loss : 4.849976 ∣ 
[  epoch 0023/0030] 2310/4800, lr:6.3e-06 ∣ avg_100 : 5.130773 ∣ l2loss : 5.162168 ∣ 
[  epoch 0023/0030] 2320/4800, lr:6.3e-06 ∣ avg_100 : 5.132704 ∣ l2loss : 4.988697 ∣ 
[  epoch 0023/0030] 2330/4800, lr:6.3e-06 ∣ avg_100 : 5.132885 ∣ l2loss : 5.094142 ∣ 
[  epoch 0023/0030] 2340/4800, lr:6.3e-06 ∣ avg_100 : 5.135813 ∣ l2loss : 5.229562 ∣ 
[  epoch 0023/0030] 2350/4800, lr:6.3e-06 ∣ avg_100 : 5.134962 ∣ l2loss : 5.182192 ∣ 
[  epoch 0023/0030] 2360/4800, lr:6.3e-06 ∣ avg_100 : 5.134746 ∣ l2loss : 5.280391 ∣ 
[  epoch 0023/0030] 2370/4800, lr:6.3e-06 ∣ avg_100 : 5.133210 ∣ l2loss : 5.014707 ∣ 
[  epoch 0023/0030] 2380/4800, lr:6.3e-06 ∣ avg_100 : 5.134104 ∣ l2loss : 5.209274 ∣ 
[  epoch 0023/0030] 2390/4800, lr:6.3e-06 ∣ avg_100 : 5.129680 ∣ l2loss : 4.946296 ∣ 
[  epoch 0023/0030] 2400/4800, lr:6.3e-06 ∣ avg_100 : 5.130599 ∣ l2loss : 5.121769 ∣ 
[  epoch 0023/0030] 2410/4800, lr:6.3e-06 ∣ avg_100 : 5.130329 ∣ l2loss : 5.138839 ∣ 
[  epoch 0023/0030] 2420/4800, lr:6.3e-06 ∣ avg_100 : 5.130466 ∣ l2loss : 5.189847 ∣ 
[  epoch 0023/0030] 2430/4800, lr:6.3e-06 ∣ avg_100 : 5.131621 ∣ l2loss : 5.190861 ∣ 
[  epoch 0023/0030] 2440/4800, lr:6.3e-06 ∣ avg_100 : 5.129830 ∣ l2loss : 5.061830 ∣ 
[  epoch 0023/0030] 2450/4800, lr:6.3e-06 ∣ avg_100 : 5.128928 ∣ l2loss : 5.018580 ∣ 
[  epoch 0023/0030] 2460/4800, lr:6.3e-06 ∣ avg_100 : 5.127420 ∣ l2loss : 4.991703 ∣ 
[  epoch 0023/0030] 2470/4800, lr:6.3e-06 ∣ avg_100 : 5.126739 ∣ l2loss : 5.029613 ∣ 
[  epoch 0023/0030] 2480/4800, lr:6.3e-06 ∣ avg_100 : 5.128542 ∣ l2loss : 5.321007 ∣ 
[  epoch 0023/0030] 2490/4800, lr:6.3e-06 ∣ avg_100 : 5.131252 ∣ l2loss : 5.210266 ∣ 
[  epoch 0023/0030] 2500/4800, lr:6.3e-06 ∣ avg_100 : 5.132000 ∣ l2loss : 5.240950 ∣ 
[  epoch 0023/0030] 2510/4800, lr:6.3e-06 ∣ avg_100 : 5.131707 ∣ l2loss : 5.281091 ∣ 
[  epoch 0023/0030] 2520/4800, lr:6.3e-06 ∣ avg_100 : 5.133662 ∣ l2loss : 5.248449 ∣ 
[  epoch 0023/0030] 2530/4800, lr:6.3e-06 ∣ avg_100 : 5.137993 ∣ l2loss : 5.432401 ∣ 
[  epoch 0023/0030] 2540/4800, lr:6.3e-06 ∣ avg_100 : 5.139684 ∣ l2loss : 5.281493 ∣ 
[  epoch 0023/0030] 2550/4800, lr:6.3e-06 ∣ avg_100 : 5.139827 ∣ l2loss : 5.173572 ∣ 
[  epoch 0023/0030] 2560/4800, lr:6.3e-06 ∣ avg_100 : 5.141557 ∣ l2loss : 5.285901 ∣ 
[  epoch 0023/0030] 2570/4800, lr:6.3e-06 ∣ avg_100 : 5.139297 ∣ l2loss : 5.162983 ∣ 
[  epoch 0023/0030] 2580/4800, lr:6.3e-06 ∣ avg_100 : 5.143039 ∣ l2loss : 5.289394 ∣ 
[  epoch 0023/0030] 2590/4800, lr:6.3e-06 ∣ avg_100 : 5.142395 ∣ l2loss : 5.043011 ∣ 
[  epoch 0023/0030] 2600/4800, lr:6.3e-06 ∣ avg_100 : 5.143921 ∣ l2loss : 5.280107 ∣ 
[  epoch 0023/0030] 2610/4800, lr:6.3e-06 ∣ avg_100 : 5.143084 ∣ l2loss : 5.194014 ∣ 
[  epoch 0023/0030] 2620/4800, lr:6.3e-06 ∣ avg_100 : 5.143012 ∣ l2loss : 5.135150 ∣ 
[  epoch 0023/0030] 2630/4800, lr:6.3e-06 ∣ avg_100 : 5.142656 ∣ l2loss : 4.984954 ∣ 
[  epoch 0023/0030] 2640/4800, lr:6.3e-06 ∣ avg_100 : 5.138291 ∣ l2loss : 5.017733 ∣ 
[  epoch 0023/0030] 2650/4800, lr:6.3e-06 ∣ avg_100 : 5.139970 ∣ l2loss : 5.269532 ∣ 
[  epoch 0023/0030] 2660/4800, lr:6.3e-06 ∣ avg_100 : 5.136925 ∣ l2loss : 5.094951 ∣ 
[  epoch 0023/0030] 2670/4800, lr:6.3e-06 ∣ avg_100 : 5.137712 ∣ l2loss : 5.329897 ∣ 
[  epoch 0023/0030] 2680/4800, lr:6.3e-06 ∣ avg_100 : 5.141308 ∣ l2loss : 5.194644 ∣ 
[  epoch 0023/0030] 2690/4800, lr:6.3e-06 ∣ avg_100 : 5.141113 ∣ l2loss : 5.185555 ∣ 
[  epoch 0023/0030] 2700/4800, lr:6.3e-06 ∣ avg_100 : 5.140526 ∣ l2loss : 5.130383 ∣ 
[  epoch 0023/0030] 2710/4800, lr:6.3e-06 ∣ avg_100 : 5.139937 ∣ l2loss : 4.967405 ∣ 
[  epoch 0023/0030] 2720/4800, lr:6.3e-06 ∣ avg_100 : 5.138115 ∣ l2loss : 5.040639 ∣ 
[  epoch 0023/0030] 2730/4800, lr:6.3e-06 ∣ avg_100 : 5.139204 ∣ l2loss : 5.272179 ∣ 
[  epoch 0023/0030] 2740/4800, lr:6.3e-06 ∣ avg_100 : 5.137982 ∣ l2loss : 5.139826 ∣ 
[  epoch 0023/0030] 2750/4800, lr:6.3e-06 ∣ avg_100 : 5.138873 ∣ l2loss : 5.158390 ∣ 
[  epoch 0023/0030] 2760/4800, lr:6.3e-06 ∣ avg_100 : 5.139594 ∣ l2loss : 5.181891 ∣ 
[  epoch 0023/0030] 2770/4800, lr:6.3e-06 ∣ avg_100 : 5.139892 ∣ l2loss : 5.264454 ∣ 
[  epoch 0023/0030] 2780/4800, lr:6.3e-06 ∣ avg_100 : 5.139976 ∣ l2loss : 5.112043 ∣ 
[  epoch 0023/0030] 2790/4800, lr:6.3e-06 ∣ avg_100 : 5.143149 ∣ l2loss : 5.279148 ∣ 
[  epoch 0023/0030] 2800/4800, lr:6.3e-06 ∣ avg_100 : 5.140506 ∣ l2loss : 4.939262 ∣ 
[  epoch 0023/0030] 2810/4800, lr:6.3e-06 ∣ avg_100 : 5.141968 ∣ l2loss : 4.976997 ∣ 
[  epoch 0023/0030] 2820/4800, lr:6.3e-06 ∣ avg_100 : 5.139863 ∣ l2loss : 4.822010 ∣ 
[  epoch 0023/0030] 2830/4800, lr:6.3e-06 ∣ avg_100 : 5.138384 ∣ l2loss : 4.964054 ∣ 
[  epoch 0023/0030] 2840/4800, lr:6.3e-06 ∣ avg_100 : 5.142853 ∣ l2loss : 5.297376 ∣ 
[  epoch 0023/0030] 2850/4800, lr:6.3e-06 ∣ avg_100 : 5.143979 ∣ l2loss : 5.033856 ∣ 
[  epoch 0023/0030] 2860/4800, lr:6.3e-06 ∣ avg_100 : 5.146597 ∣ l2loss : 5.350606 ∣ 
[  epoch 0023/0030] 2870/4800, lr:6.3e-06 ∣ avg_100 : 5.145836 ∣ l2loss : 5.041019 ∣ 
[  epoch 0023/0030] 2880/4800, lr:6.3e-06 ∣ avg_100 : 5.148232 ∣ l2loss : 5.312667 ∣ 
[  epoch 0023/0030] 2890/4800, lr:6.3e-06 ∣ avg_100 : 5.148705 ∣ l2loss : 5.120493 ∣ 
[  epoch 0023/0030] 2900/4800, lr:6.3e-06 ∣ avg_100 : 5.148228 ∣ l2loss : 5.283070 ∣ 
[  epoch 0023/0030] 2910/4800, lr:6.3e-06 ∣ avg_100 : 5.148053 ∣ l2loss : 5.114641 ∣ 
[  epoch 0023/0030] 2920/4800, lr:6.3e-06 ∣ avg_100 : 5.147799 ∣ l2loss : 5.303892 ∣ 
[  epoch 0023/0030] 2930/4800, lr:6.3e-06 ∣ avg_100 : 5.149944 ∣ l2loss : 5.246077 ∣ 
[  epoch 0023/0030] 2940/4800, lr:6.3e-06 ∣ avg_100 : 5.148207 ∣ l2loss : 5.022951 ∣ 
[  epoch 0023/0030] 2950/4800, lr:6.3e-06 ∣ avg_100 : 5.151368 ∣ l2loss : 5.249322 ∣ 
[  epoch 0023/0030] 2960/4800, lr:6.3e-06 ∣ avg_100 : 5.149940 ∣ l2loss : 5.083873 ∣ 
[  epoch 0023/0030] 2970/4800, lr:6.3e-06 ∣ avg_100 : 5.150437 ∣ l2loss : 5.228596 ∣ 
[  epoch 0023/0030] 2980/4800, lr:6.3e-06 ∣ avg_100 : 5.150486 ∣ l2loss : 5.271977 ∣ 
[  epoch 0023/0030] 2990/4800, lr:6.3e-06 ∣ avg_100 : 5.151990 ∣ l2loss : 5.190739 ∣ 
[  epoch 0023/0030] 3000/4800, lr:6.3e-06 ∣ avg_100 : 5.150013 ∣ l2loss : 5.030399 ∣ 
[  epoch 0023/0030] 3010/4800, lr:6.3e-06 ∣ avg_100 : 5.149583 ∣ l2loss : 5.036862 ∣ 
[  epoch 0023/0030] 3020/4800, lr:6.3e-06 ∣ avg_100 : 5.149387 ∣ l2loss : 5.064031 ∣ 
[  epoch 0023/0030] 3030/4800, lr:6.3e-06 ∣ avg_100 : 5.143645 ∣ l2loss : 4.802953 ∣ 
[  epoch 0023/0030] 3040/4800, lr:6.3e-06 ∣ avg_100 : 5.142930 ∣ l2loss : 5.198297 ∣ 
[  epoch 0023/0030] 3050/4800, lr:6.3e-06 ∣ avg_100 : 5.146582 ∣ l2loss : 5.352290 ∣ 
[  epoch 0023/0030] 3060/4800, lr:6.3e-06 ∣ avg_100 : 5.151291 ∣ l2loss : 5.534670 ∣ 
[  epoch 0023/0030] 3070/4800, lr:6.3e-06 ∣ avg_100 : 5.151343 ∣ l2loss : 5.107452 ∣ 
[  epoch 0023/0030] 3080/4800, lr:6.3e-06 ∣ avg_100 : 5.152791 ∣ l2loss : 5.050775 ∣ 
[  epoch 0023/0030] 3090/4800, lr:6.3e-06 ∣ avg_100 : 5.152286 ∣ l2loss : 5.190659 ∣ 
[  epoch 0023/0030] 3100/4800, lr:6.3e-06 ∣ avg_100 : 5.152996 ∣ l2loss : 5.232847 ∣ 
[  epoch 0023/0030] 3110/4800, lr:6.3e-06 ∣ avg_100 : 5.153630 ∣ l2loss : 5.036159 ∣ 
[  epoch 0023/0030] 3120/4800, lr:6.3e-06 ∣ avg_100 : 5.151136 ∣ l2loss : 4.941742 ∣ 
[  epoch 0023/0030] 3130/4800, lr:6.3e-06 ∣ avg_100 : 5.150388 ∣ l2loss : 5.143875 ∣ 
[  epoch 0023/0030] 3140/4800, lr:6.3e-06 ∣ avg_100 : 5.147929 ∣ l2loss : 5.083274 ∣ 
[  epoch 0023/0030] 3150/4800, lr:6.3e-06 ∣ avg_100 : 5.146715 ∣ l2loss : 4.901571 ∣ 
[  epoch 0023/0030] 3160/4800, lr:6.3e-06 ∣ avg_100 : 5.146884 ∣ l2loss : 5.140315 ∣ 
[  epoch 0023/0030] 3170/4800, lr:6.3e-06 ∣ avg_100 : 5.145906 ∣ l2loss : 5.071295 ∣ 
[  epoch 0023/0030] 3180/4800, lr:6.3e-06 ∣ avg_100 : 5.145561 ∣ l2loss : 4.975413 ∣ 
[  epoch 0023/0030] 3190/4800, lr:6.3e-06 ∣ avg_100 : 5.144177 ∣ l2loss : 5.171978 ∣ 
[  epoch 0023/0030] 3200/4800, lr:6.3e-06 ∣ avg_100 : 5.142689 ∣ l2loss : 5.026488 ∣ 
[  epoch 0023/0030] 3210/4800, lr:6.3e-06 ∣ avg_100 : 5.142794 ∣ l2loss : 5.073547 ∣ 
[  epoch 0023/0030] 3220/4800, lr:6.3e-06 ∣ avg_100 : 5.144919 ∣ l2loss : 5.091342 ∣ 
[  epoch 0023/0030] 3230/4800, lr:6.3e-06 ∣ avg_100 : 5.144899 ∣ l2loss : 5.075071 ∣ 
[  epoch 0023/0030] 3240/4800, lr:6.3e-06 ∣ avg_100 : 5.144001 ∣ l2loss : 5.039772 ∣ 
[  epoch 0023/0030] 3250/4800, lr:6.3e-06 ∣ avg_100 : 5.145351 ∣ l2loss : 5.154892 ∣ 
[  epoch 0023/0030] 3260/4800, lr:6.3e-06 ∣ avg_100 : 5.141061 ∣ l2loss : 4.971793 ∣ 
[  epoch 0023/0030] 3270/4800, lr:6.3e-06 ∣ avg_100 : 5.141304 ∣ l2loss : 5.245863 ∣ 
[  epoch 0023/0030] 3280/4800, lr:6.3e-06 ∣ avg_100 : 5.140544 ∣ l2loss : 5.252412 ∣ 
[  epoch 0023/0030] 3290/4800, lr:6.3e-06 ∣ avg_100 : 5.141208 ∣ l2loss : 5.365463 ∣ 
[  epoch 0023/0030] 3300/4800, lr:6.3e-06 ∣ avg_100 : 5.145101 ∣ l2loss : 5.239222 ∣ 
[  epoch 0023/0030] 3310/4800, lr:6.3e-06 ∣ avg_100 : 5.143304 ∣ l2loss : 4.982525 ∣ 
[  epoch 0023/0030] 3320/4800, lr:6.3e-06 ∣ avg_100 : 5.142905 ∣ l2loss : 4.948768 ∣ 
[  epoch 0023/0030] 3330/4800, lr:6.3e-06 ∣ avg_100 : 5.141630 ∣ l2loss : 4.966657 ∣ 
[  epoch 0023/0030] 3340/4800, lr:6.3e-06 ∣ avg_100 : 5.141177 ∣ l2loss : 5.184246 ∣ 
[  epoch 0023/0030] 3350/4800, lr:6.3e-06 ∣ avg_100 : 5.142211 ∣ l2loss : 5.285568 ∣ 
[  epoch 0023/0030] 3360/4800, lr:6.3e-06 ∣ avg_100 : 5.139455 ∣ l2loss : 5.004817 ∣ 
[  epoch 0023/0030] 3370/4800, lr:6.3e-06 ∣ avg_100 : 5.139887 ∣ l2loss : 5.057861 ∣ 
[  epoch 0023/0030] 3380/4800, lr:6.3e-06 ∣ avg_100 : 5.140960 ∣ l2loss : 5.316604 ∣ 
[  epoch 0023/0030] 3390/4800, lr:6.3e-06 ∣ avg_100 : 5.142238 ∣ l2loss : 5.074140 ∣ 
[  epoch 0023/0030] 3400/4800, lr:6.3e-06 ∣ avg_100 : 5.142057 ∣ l2loss : 5.103656 ∣ 
[  epoch 0023/0030] 3410/4800, lr:6.3e-06 ∣ avg_100 : 5.141096 ∣ l2loss : 5.042724 ∣ 
[  epoch 0023/0030] 3420/4800, lr:6.3e-06 ∣ avg_100 : 5.139230 ∣ l2loss : 5.003267 ∣ 
[  epoch 0023/0030] 3430/4800, lr:6.3e-06 ∣ avg_100 : 5.138990 ∣ l2loss : 5.166850 ∣ 
[  epoch 0023/0030] 3440/4800, lr:6.3e-06 ∣ avg_100 : 5.139904 ∣ l2loss : 5.153197 ∣ 
[  epoch 0023/0030] 3450/4800, lr:6.3e-06 ∣ avg_100 : 5.141754 ∣ l2loss : 5.203566 ∣ 
[  epoch 0023/0030] 3460/4800, lr:6.3e-06 ∣ avg_100 : 5.143723 ∣ l2loss : 5.188589 ∣ 
[  epoch 0023/0030] 3470/4800, lr:6.3e-06 ∣ avg_100 : 5.146098 ∣ l2loss : 5.267177 ∣ 
[  epoch 0023/0030] 3480/4800, lr:6.3e-06 ∣ avg_100 : 5.144044 ∣ l2loss : 5.115595 ∣ 
[  epoch 0023/0030] 3490/4800, lr:6.3e-06 ∣ avg_100 : 5.143753 ∣ l2loss : 5.181145 ∣ 
[  epoch 0023/0030] 3500/4800, lr:6.3e-06 ∣ avg_100 : 5.141033 ∣ l2loss : 4.969003 ∣ 
[  epoch 0023/0030] 3510/4800, lr:6.3e-06 ∣ avg_100 : 5.138208 ∣ l2loss : 4.998584 ∣ 
[  epoch 0023/0030] 3520/4800, lr:6.3e-06 ∣ avg_100 : 5.137132 ∣ l2loss : 5.140809 ∣ 
[  epoch 0023/0030] 3530/4800, lr:6.3e-06 ∣ avg_100 : 5.133815 ∣ l2loss : 5.100744 ∣ 
[  epoch 0023/0030] 3540/4800, lr:6.3e-06 ∣ avg_100 : 5.131791 ∣ l2loss : 5.079013 ∣ 
[  epoch 0023/0030] 3550/4800, lr:6.3e-06 ∣ avg_100 : 5.132426 ∣ l2loss : 5.237075 ∣ 
[  epoch 0023/0030] 3560/4800, lr:6.3e-06 ∣ avg_100 : 5.130996 ∣ l2loss : 5.142971 ∣ 
[  epoch 0023/0030] 3570/4800, lr:6.3e-06 ∣ avg_100 : 5.129763 ∣ l2loss : 5.039641 ∣ 
[  epoch 0023/0030] 3580/4800, lr:6.3e-06 ∣ avg_100 : 5.129427 ∣ l2loss : 5.255801 ∣ 
[  epoch 0023/0030] 3590/4800, lr:6.3e-06 ∣ avg_100 : 5.130402 ∣ l2loss : 5.140466 ∣ 
[  epoch 0023/0030] 3600/4800, lr:6.3e-06 ∣ avg_100 : 5.128748 ∣ l2loss : 5.114724 ∣ 
[  epoch 0023/0030] 3610/4800, lr:6.3e-06 ∣ avg_100 : 5.128695 ∣ l2loss : 5.188722 ∣ 
[  epoch 0023/0030] 3620/4800, lr:6.3e-06 ∣ avg_100 : 5.129152 ∣ l2loss : 5.180842 ∣ 
[  epoch 0023/0030] 3630/4800, lr:6.3e-06 ∣ avg_100 : 5.130746 ∣ l2loss : 5.144392 ∣ 
[  epoch 0023/0030] 3640/4800, lr:6.3e-06 ∣ avg_100 : 5.131857 ∣ l2loss : 5.128780 ∣ 
[  epoch 0023/0030] 3650/4800, lr:6.3e-06 ∣ avg_100 : 5.131038 ∣ l2loss : 5.187633 ∣ 
[  epoch 0023/0030] 3660/4800, lr:6.3e-06 ∣ avg_100 : 5.131269 ∣ l2loss : 5.118101 ∣ 
[  epoch 0023/0030] 3670/4800, lr:6.3e-06 ∣ avg_100 : 5.129437 ∣ l2loss : 5.146710 ∣ 
[  epoch 0023/0030] 3680/4800, lr:6.3e-06 ∣ avg_100 : 5.129118 ∣ l2loss : 5.162733 ∣ 
[  epoch 0023/0030] 3690/4800, lr:6.3e-06 ∣ avg_100 : 5.132080 ∣ l2loss : 5.481759 ∣ 
[  epoch 0023/0030] 3700/4800, lr:6.3e-06 ∣ avg_100 : 5.132947 ∣ l2loss : 5.217080 ∣ 
[  epoch 0023/0030] 3710/4800, lr:6.3e-06 ∣ avg_100 : 5.134684 ∣ l2loss : 5.141135 ∣ 
[  epoch 0023/0030] 3720/4800, lr:6.3e-06 ∣ avg_100 : 5.136895 ∣ l2loss : 5.261658 ∣ 
[  epoch 0023/0030] 3730/4800, lr:6.3e-06 ∣ avg_100 : 5.134202 ∣ l2loss : 5.002949 ∣ 
[  epoch 0023/0030] 3740/4800, lr:6.3e-06 ∣ avg_100 : 5.134182 ∣ l2loss : 5.137807 ∣ 
[  epoch 0023/0030] 3750/4800, lr:6.3e-06 ∣ avg_100 : 5.131790 ∣ l2loss : 4.919184 ∣ 
[  epoch 0023/0030] 3760/4800, lr:6.3e-06 ∣ avg_100 : 5.132358 ∣ l2loss : 5.238708 ∣ 
[  epoch 0023/0030] 3770/4800, lr:6.3e-06 ∣ avg_100 : 5.133107 ∣ l2loss : 5.339322 ∣ 
[  epoch 0023/0030] 3780/4800, lr:6.3e-06 ∣ avg_100 : 5.133623 ∣ l2loss : 5.163675 ∣ 
[  epoch 0023/0030] 3790/4800, lr:6.3e-06 ∣ avg_100 : 5.131417 ∣ l2loss : 5.058532 ∣ 
[  epoch 0023/0030] 3800/4800, lr:6.3e-06 ∣ avg_100 : 5.132918 ∣ l2loss : 5.089340 ∣ 
[  epoch 0023/0030] 3810/4800, lr:6.3e-06 ∣ avg_100 : 5.135623 ∣ l2loss : 5.247554 ∣ 
[  epoch 0023/0030] 3820/4800, lr:6.3e-06 ∣ avg_100 : 5.139553 ∣ l2loss : 5.215007 ∣ 
[  epoch 0023/0030] 3830/4800, lr:6.3e-06 ∣ avg_100 : 5.140375 ∣ l2loss : 5.046242 ∣ 
[  epoch 0023/0030] 3840/4800, lr:6.3e-06 ∣ avg_100 : 5.138782 ∣ l2loss : 5.138085 ∣ 
[  epoch 0023/0030] 3850/4800, lr:6.3e-06 ∣ avg_100 : 5.139849 ∣ l2loss : 5.140547 ∣ 
[  epoch 0023/0030] 3860/4800, lr:6.3e-06 ∣ avg_100 : 5.137455 ∣ l2loss : 5.111170 ∣ 
[  epoch 0023/0030] 3870/4800, lr:6.3e-06 ∣ avg_100 : 5.140559 ∣ l2loss : 5.351473 ∣ 
[  epoch 0023/0030] 3880/4800, lr:6.3e-06 ∣ avg_100 : 5.138217 ∣ l2loss : 5.078391 ∣ 
[  epoch 0023/0030] 3890/4800, lr:6.3e-06 ∣ avg_100 : 5.137053 ∣ l2loss : 5.004091 ∣ 
[  epoch 0023/0030] 3900/4800, lr:6.3e-06 ∣ avg_100 : 5.137125 ∣ l2loss : 5.290341 ∣ 
[  epoch 0023/0030] 3910/4800, lr:6.3e-06 ∣ avg_100 : 5.135372 ∣ l2loss : 4.939330 ∣ 
[  epoch 0023/0030] 3920/4800, lr:6.3e-06 ∣ avg_100 : 5.136105 ∣ l2loss : 5.377180 ∣ 
[  epoch 0023/0030] 3930/4800, lr:6.3e-06 ∣ avg_100 : 5.135473 ∣ l2loss : 5.182824 ∣ 
[  epoch 0023/0030] 3940/4800, lr:6.3e-06 ∣ avg_100 : 5.137614 ∣ l2loss : 5.237061 ∣ 
[  epoch 0023/0030] 3950/4800, lr:6.3e-06 ∣ avg_100 : 5.135368 ∣ l2loss : 5.024779 ∣ 
[  epoch 0023/0030] 3960/4800, lr:6.3e-06 ∣ avg_100 : 5.137158 ∣ l2loss : 5.262888 ∣ 
[  epoch 0023/0030] 3970/4800, lr:6.3e-06 ∣ avg_100 : 5.136545 ∣ l2loss : 5.167248 ∣ 
[  epoch 0023/0030] 3980/4800, lr:6.3e-06 ∣ avg_100 : 5.135874 ∣ l2loss : 5.204913 ∣ 
[  epoch 0023/0030] 3990/4800, lr:6.3e-06 ∣ avg_100 : 5.138883 ∣ l2loss : 5.491586 ∣ 
[  epoch 0023/0030] 4000/4800, lr:6.3e-06 ∣ avg_100 : 5.140263 ∣ l2loss : 5.168438 ∣ 
[  epoch 0023/0030] 4010/4800, lr:6.3e-06 ∣ avg_100 : 5.143304 ∣ l2loss : 5.340920 ∣ 
[  epoch 0023/0030] 4020/4800, lr:6.3e-06 ∣ avg_100 : 5.142015 ∣ l2loss : 4.935170 ∣ 
[  epoch 0023/0030] 4030/4800, lr:6.3e-06 ∣ avg_100 : 5.145100 ∣ l2loss : 5.111427 ∣ 
[  epoch 0023/0030] 4040/4800, lr:6.3e-06 ∣ avg_100 : 5.144458 ∣ l2loss : 5.134070 ∣ 
[  epoch 0023/0030] 4050/4800, lr:6.3e-06 ∣ avg_100 : 5.141815 ∣ l2loss : 5.088056 ∣ 
[  epoch 0023/0030] 4060/4800, lr:6.3e-06 ∣ avg_100 : 5.136573 ∣ l2loss : 5.010438 ∣ 
[  epoch 0023/0030] 4070/4800, lr:6.3e-06 ∣ avg_100 : 5.135414 ∣ l2loss : 4.991595 ∣ 
[  epoch 0023/0030] 4080/4800, lr:6.3e-06 ∣ avg_100 : 5.134992 ∣ l2loss : 5.008498 ∣ 
[  epoch 0023/0030] 4090/4800, lr:6.3e-06 ∣ avg_100 : 5.133634 ∣ l2loss : 5.054883 ∣ 
[  epoch 0023/0030] 4100/4800, lr:6.3e-06 ∣ avg_100 : 5.133549 ∣ l2loss : 5.224379 ∣ 
[  epoch 0023/0030] 4110/4800, lr:6.3e-06 ∣ avg_100 : 5.133691 ∣ l2loss : 5.050370 ∣ 
[  epoch 0023/0030] 4120/4800, lr:6.3e-06 ∣ avg_100 : 5.134200 ∣ l2loss : 4.992602 ∣ 
[  epoch 0023/0030] 4130/4800, lr:6.3e-06 ∣ avg_100 : 5.135906 ∣ l2loss : 5.314537 ∣ 
[  epoch 0023/0030] 4140/4800, lr:6.3e-06 ∣ avg_100 : 5.138204 ∣ l2loss : 5.313049 ∣ 
[  epoch 0023/0030] 4150/4800, lr:6.3e-06 ∣ avg_100 : 5.140899 ∣ l2loss : 5.171030 ∣ 
[  epoch 0023/0030] 4160/4800, lr:6.3e-06 ∣ avg_100 : 5.142441 ∣ l2loss : 5.294541 ∣ 
[  epoch 0023/0030] 4170/4800, lr:6.3e-06 ∣ avg_100 : 5.144334 ∣ l2loss : 5.260540 ∣ 
[  epoch 0023/0030] 4180/4800, lr:6.3e-06 ∣ avg_100 : 5.147431 ∣ l2loss : 5.285194 ∣ 
[  epoch 0023/0030] 4190/4800, lr:6.3e-06 ∣ avg_100 : 5.149533 ∣ l2loss : 5.382117 ∣ 
[  epoch 0023/0030] 4200/4800, lr:6.3e-06 ∣ avg_100 : 5.150089 ∣ l2loss : 5.082122 ∣ 
[  epoch 0023/0030] 4210/4800, lr:6.3e-06 ∣ avg_100 : 5.151569 ∣ l2loss : 5.221562 ∣ 
[  epoch 0023/0030] 4220/4800, lr:6.3e-06 ∣ avg_100 : 5.153059 ∣ l2loss : 5.240363 ∣ 
[  epoch 0023/0030] 4230/4800, lr:6.3e-06 ∣ avg_100 : 5.152438 ∣ l2loss : 5.012915 ∣ 
[  epoch 0023/0030] 4240/4800, lr:6.3e-06 ∣ avg_100 : 5.153459 ∣ l2loss : 5.141837 ∣ 
[  epoch 0023/0030] 4250/4800, lr:6.3e-06 ∣ avg_100 : 5.154114 ∣ l2loss : 5.220390 ∣ 
[  epoch 0023/0030] 4260/4800, lr:6.3e-06 ∣ avg_100 : 5.154879 ∣ l2loss : 5.048301 ∣ 
[  epoch 0023/0030] 4270/4800, lr:6.3e-06 ∣ avg_100 : 5.154709 ∣ l2loss : 5.228909 ∣ 
[  epoch 0023/0030] 4280/4800, lr:6.3e-06 ∣ avg_100 : 5.154093 ∣ l2loss : 5.190825 ∣ 
[  epoch 0023/0030] 4290/4800, lr:6.3e-06 ∣ avg_100 : 5.152200 ∣ l2loss : 5.176185 ∣ 
[  epoch 0023/0030] 4300/4800, lr:6.3e-06 ∣ avg_100 : 5.151654 ∣ l2loss : 5.184537 ∣ 
[  epoch 0023/0030] 4310/4800, lr:6.3e-06 ∣ avg_100 : 5.152367 ∣ l2loss : 5.053860 ∣ 
[  epoch 0023/0030] 4320/4800, lr:6.3e-06 ∣ avg_100 : 5.153067 ∣ l2loss : 5.018737 ∣ 
[  epoch 0023/0030] 4330/4800, lr:6.3e-06 ∣ avg_100 : 5.154336 ∣ l2loss : 5.093584 ∣ 
[  epoch 0023/0030] 4340/4800, lr:6.3e-06 ∣ avg_100 : 5.155546 ∣ l2loss : 5.305270 ∣ 
[  epoch 0023/0030] 4350/4800, lr:6.3e-06 ∣ avg_100 : 5.154971 ∣ l2loss : 5.228011 ∣ 
[  epoch 0023/0030] 4360/4800, lr:6.3e-06 ∣ avg_100 : 5.156540 ∣ l2loss : 5.161764 ∣ 
[  epoch 0023/0030] 4370/4800, lr:6.3e-06 ∣ avg_100 : 5.155871 ∣ l2loss : 4.990977 ∣ 
[  epoch 0023/0030] 4380/4800, lr:6.3e-06 ∣ avg_100 : 5.153154 ∣ l2loss : 5.044896 ∣ 
[  epoch 0023/0030] 4390/4800, lr:6.3e-06 ∣ avg_100 : 5.152468 ∣ l2loss : 5.005547 ∣ 
[  epoch 0023/0030] 4400/4800, lr:6.3e-06 ∣ avg_100 : 5.151070 ∣ l2loss : 4.963839 ∣ 
[  epoch 0023/0030] 4410/4800, lr:6.3e-06 ∣ avg_100 : 5.152664 ∣ l2loss : 5.202136 ∣ 
[  epoch 0023/0030] 4420/4800, lr:6.3e-06 ∣ avg_100 : 5.151844 ∣ l2loss : 4.921297 ∣ 
[  epoch 0023/0030] 4430/4800, lr:6.3e-06 ∣ avg_100 : 5.149487 ∣ l2loss : 4.931068 ∣ 
[  epoch 0023/0030] 4440/4800, lr:6.3e-06 ∣ avg_100 : 5.148889 ∣ l2loss : 5.093469 ∣ 
[  epoch 0023/0030] 4450/4800, lr:6.3e-06 ∣ avg_100 : 5.148453 ∣ l2loss : 5.159932 ∣ 
[  epoch 0023/0030] 4460/4800, lr:6.3e-06 ∣ avg_100 : 5.149465 ∣ l2loss : 5.289809 ∣ 
[  epoch 0023/0030] 4470/4800, lr:6.3e-06 ∣ avg_100 : 5.145393 ∣ l2loss : 4.859960 ∣ 
[  epoch 0023/0030] 4480/4800, lr:6.3e-06 ∣ avg_100 : 5.145427 ∣ l2loss : 5.118987 ∣ 
[  epoch 0023/0030] 4490/4800, lr:6.3e-06 ∣ avg_100 : 5.144422 ∣ l2loss : 5.080623 ∣ 
[  epoch 0023/0030] 4500/4800, lr:6.3e-06 ∣ avg_100 : 5.145498 ∣ l2loss : 5.076652 ∣ 
[  epoch 0023/0030] 4510/4800, lr:6.3e-06 ∣ avg_100 : 5.145639 ∣ l2loss : 5.012662 ∣ 
[  epoch 0023/0030] 4520/4800, lr:6.3e-06 ∣ avg_100 : 5.144733 ∣ l2loss : 5.050169 ∣ 
[  epoch 0023/0030] 4530/4800, lr:6.3e-06 ∣ avg_100 : 5.142374 ∣ l2loss : 4.864842 ∣ 
[  epoch 0023/0030] 4540/4800, lr:6.3e-06 ∣ avg_100 : 5.143304 ∣ l2loss : 5.172060 ∣ 
[  epoch 0023/0030] 4550/4800, lr:6.3e-06 ∣ avg_100 : 5.143663 ∣ l2loss : 5.272935 ∣ 
[  epoch 0023/0030] 4560/4800, lr:6.3e-06 ∣ avg_100 : 5.142149 ∣ l2loss : 4.991622 ∣ 
[  epoch 0023/0030] 4570/4800, lr:6.3e-06 ∣ avg_100 : 5.143413 ∣ l2loss : 5.166011 ∣ 
[  epoch 0023/0030] 4580/4800, lr:6.3e-06 ∣ avg_100 : 5.140725 ∣ l2loss : 4.986981 ∣ 
[  epoch 0023/0030] 4590/4800, lr:6.3e-06 ∣ avg_100 : 5.141544 ∣ l2loss : 5.222403 ∣ 
[  epoch 0023/0030] 4600/4800, lr:6.3e-06 ∣ avg_100 : 5.141997 ∣ l2loss : 5.160047 ∣ 
[  epoch 0023/0030] 4610/4800, lr:6.3e-06 ∣ avg_100 : 5.140700 ∣ l2loss : 5.059002 ∣ 
[  epoch 0023/0030] 4620/4800, lr:6.3e-06 ∣ avg_100 : 5.139953 ∣ l2loss : 5.106172 ∣ 
[  epoch 0023/0030] 4630/4800, lr:6.3e-06 ∣ avg_100 : 5.140672 ∣ l2loss : 5.216218 ∣ 
[  epoch 0023/0030] 4640/4800, lr:6.3e-06 ∣ avg_100 : 5.140975 ∣ l2loss : 5.159153 ∣ 
[  epoch 0023/0030] 4650/4800, lr:6.3e-06 ∣ avg_100 : 5.140514 ∣ l2loss : 5.141520 ∣ 
[  epoch 0023/0030] 4660/4800, lr:6.3e-06 ∣ avg_100 : 5.138949 ∣ l2loss : 4.961592 ∣ 
[  epoch 0023/0030] 4670/4800, lr:6.3e-06 ∣ avg_100 : 5.137710 ∣ l2loss : 5.022840 ∣ 
[  epoch 0023/0030] 4680/4800, lr:6.3e-06 ∣ avg_100 : 5.137698 ∣ l2loss : 5.161533 ∣ 
[  epoch 0023/0030] 4690/4800, lr:6.3e-06 ∣ avg_100 : 5.134153 ∣ l2loss : 5.127191 ∣ 
[  epoch 0023/0030] 4700/4800, lr:6.3e-06 ∣ avg_100 : 5.133228 ∣ l2loss : 5.124631 ∣ 
[  epoch 0023/0030] 4710/4800, lr:6.3e-06 ∣ avg_100 : 5.134059 ∣ l2loss : 5.224178 ∣ 
[  epoch 0023/0030] 4720/4800, lr:6.3e-06 ∣ avg_100 : 5.131151 ∣ l2loss : 4.970853 ∣ 
[  epoch 0023/0030] 4730/4800, lr:6.3e-06 ∣ avg_100 : 5.133326 ∣ l2loss : 5.220521 ∣ 
[  epoch 0023/0030] 4740/4800, lr:6.3e-06 ∣ avg_100 : 5.132432 ∣ l2loss : 5.048371 ∣ 
[  epoch 0023/0030] 4750/4800, lr:6.3e-06 ∣ avg_100 : 5.133170 ∣ l2loss : 4.993004 ∣ 
[  epoch 0023/0030] 4760/4800, lr:6.3e-06 ∣ avg_100 : 5.132274 ∣ l2loss : 5.149054 ∣ 
[  epoch 0023/0030] 4770/4800, lr:6.3e-06 ∣ avg_100 : 5.129699 ∣ l2loss : 5.081819 ∣ 
[  epoch 0023/0030] 4780/4800, lr:6.3e-06 ∣ avg_100 : 5.129144 ∣ l2loss : 5.108175 ∣ 
[  epoch 0023/0030] 4790/4800, lr:6.3e-06 ∣ avg_100 : 5.130653 ∣ l2loss : 5.209508 ∣ 
[  epoch 0023/0030] 4800/4800, lr:6.3e-06 ∣ avg_100 : 5.130803 ∣ l2loss : 5.104281 ∣ 
[    val 023    ] Done! PSNR : 36.22 dB, SSIM : 0.921total: 23:30:33                    
[  epoch 0024/0030] 0010/4800, lr:6.3e-06 ∣ avg_100 : 5.129293 ∣ l2loss : 5.096579 ∣ 
[  epoch 0024/0030] 0020/4800, lr:6.3e-06 ∣ avg_100 : 5.128330 ∣ l2loss : 5.118744 ∣ 
[  epoch 0024/0030] 0030/4800, lr:6.3e-06 ∣ avg_100 : 5.129179 ∣ l2loss : 5.131147 ∣ 
[  epoch 0024/0030] 0040/4800, lr:6.3e-06 ∣ avg_100 : 5.128414 ∣ l2loss : 5.061563 ∣ 
[  epoch 0024/0030] 0050/4800, lr:6.3e-06 ∣ avg_100 : 5.130021 ∣ l2loss : 5.301219 ∣ 
[  epoch 0024/0030] 0060/4800, lr:6.3e-06 ∣ avg_100 : 5.128487 ∣ l2loss : 4.957728 ∣ 
[  epoch 0024/0030] 0070/4800, lr:6.3e-06 ∣ avg_100 : 5.128221 ∣ l2loss : 5.324876 ∣ 
[  epoch 0024/0030] 0080/4800, lr:6.3e-06 ∣ avg_100 : 5.128363 ∣ l2loss : 5.092604 ∣ 
[  epoch 0024/0030] 0090/4800, lr:6.3e-06 ∣ avg_100 : 5.129224 ∣ l2loss : 5.090236 ∣ 
[  epoch 0024/0030] 0100/4800, lr:6.3e-06 ∣ avg_100 : 5.126262 ∣ l2loss : 4.994152 ∣ 
[  epoch 0024/0030] 0110/4800, lr:6.3e-06 ∣ avg_100 : 5.128231 ∣ l2loss : 5.136169 ∣ 
[  epoch 0024/0030] 0120/4800, lr:6.3e-06 ∣ avg_100 : 5.128004 ∣ l2loss : 5.354471 ∣ 
[  epoch 0024/0030] 0130/4800, lr:6.3e-06 ∣ avg_100 : 5.125546 ∣ l2loss : 4.937069 ∣ 
[  epoch 0024/0030] 0140/4800, lr:6.3e-06 ∣ avg_100 : 5.122808 ∣ l2loss : 4.963282 ∣ 
[  epoch 0024/0030] 0150/4800, lr:6.3e-06 ∣ avg_100 : 5.125138 ∣ l2loss : 5.257753 ∣ 
[  epoch 0024/0030] 0160/4800, lr:6.3e-06 ∣ avg_100 : 5.122201 ∣ l2loss : 4.969189 ∣ 
[  epoch 0024/0030] 0170/4800, lr:6.3e-06 ∣ avg_100 : 5.121390 ∣ l2loss : 5.086152 ∣ 
[  epoch 0024/0030] 0180/4800, lr:6.3e-06 ∣ avg_100 : 5.118828 ∣ l2loss : 4.948699 ∣ 
[  epoch 0024/0030] 0190/4800, lr:6.3e-06 ∣ avg_100 : 5.112740 ∣ l2loss : 4.882812 ∣ 
[  epoch 0024/0030] 0200/4800, lr:6.3e-06 ∣ avg_100 : 5.111207 ∣ l2loss : 5.015122 ∣ 
[  epoch 0024/0030] 0210/4800, lr:6.3e-06 ∣ avg_100 : 5.108719 ∣ l2loss : 5.092127 ∣ 
[  epoch 0024/0030] 0220/4800, lr:6.3e-06 ∣ avg_100 : 5.108349 ∣ l2loss : 4.898191 ∣ 
[  epoch 0024/0030] 0230/4800, lr:6.3e-06 ∣ avg_100 : 5.110019 ∣ l2loss : 5.278412 ∣ 
[  epoch 0024/0030] 0240/4800, lr:6.3e-06 ∣ avg_100 : 5.110230 ∣ l2loss : 5.155146 ∣ 
[  epoch 0024/0030] 0250/4800, lr:6.3e-06 ∣ avg_100 : 5.110891 ∣ l2loss : 5.154180 ∣ 
[  epoch 0024/0030] 0260/4800, lr:6.3e-06 ∣ avg_100 : 5.111051 ∣ l2loss : 5.026439 ∣ 
[  epoch 0024/0030] 0270/4800, lr:6.3e-06 ∣ avg_100 : 5.111562 ∣ l2loss : 5.042662 ∣ 
[  epoch 0024/0030] 0280/4800, lr:6.3e-06 ∣ avg_100 : 5.112966 ∣ l2loss : 5.148952 ∣ 
[  epoch 0024/0030] 0290/4800, lr:6.3e-06 ∣ avg_100 : 5.112381 ∣ l2loss : 4.996398 ∣ 
[  epoch 0024/0030] 0300/4800, lr:6.3e-06 ∣ avg_100 : 5.110472 ∣ l2loss : 5.033436 ∣ 
[  epoch 0024/0030] 0310/4800, lr:6.3e-06 ∣ avg_100 : 5.112724 ∣ l2loss : 5.275580 ∣ 
[  epoch 0024/0030] 0320/4800, lr:6.3e-06 ∣ avg_100 : 5.115312 ∣ l2loss : 5.251374 ∣ 
[  epoch 0024/0030] 0330/4800, lr:6.3e-06 ∣ avg_100 : 5.114815 ∣ l2loss : 5.264815 ∣ 
[  epoch 0024/0030] 0340/4800, lr:6.3e-06 ∣ avg_100 : 5.112178 ∣ l2loss : 5.049369 ∣ 
[  epoch 0024/0030] 0350/4800, lr:6.3e-06 ∣ avg_100 : 5.111310 ∣ l2loss : 5.084267 ∣ 
[  epoch 0024/0030] 0360/4800, lr:6.3e-06 ∣ avg_100 : 5.108800 ∣ l2loss : 5.043530 ∣ 
[  epoch 0024/0030] 0370/4800, lr:6.3e-06 ∣ avg_100 : 5.109371 ∣ l2loss : 5.317674 ∣ 
[  epoch 0024/0030] 0380/4800, lr:6.3e-06 ∣ avg_100 : 5.107152 ∣ l2loss : 5.063226 ∣ 
[  epoch 0024/0030] 0390/4800, lr:6.3e-06 ∣ avg_100 : 5.104109 ∣ l2loss : 5.077817 ∣ 
[  epoch 0024/0030] 0400/4800, lr:6.3e-06 ∣ avg_100 : 5.104808 ∣ l2loss : 5.152014 ∣ 
[  epoch 0024/0030] 0410/4800, lr:6.3e-06 ∣ avg_100 : 5.103676 ∣ l2loss : 5.108358 ∣ 
[  epoch 0024/0030] 0420/4800, lr:6.3e-06 ∣ avg_100 : 5.101845 ∣ l2loss : 5.057333 ∣ 
[  epoch 0024/0030] 0430/4800, lr:6.3e-06 ∣ avg_100 : 5.103636 ∣ l2loss : 5.191953 ∣ 
[  epoch 0024/0030] 0440/4800, lr:6.3e-06 ∣ avg_100 : 5.102683 ∣ l2loss : 5.046537 ∣ 
[  epoch 0024/0030] 0450/4800, lr:6.3e-06 ∣ avg_100 : 5.104565 ∣ l2loss : 5.408650 ∣ 
[  epoch 0024/0030] 0460/4800, lr:6.3e-06 ∣ avg_100 : 5.106559 ∣ l2loss : 5.247692 ∣ 
[  epoch 0024/0030] 0470/4800, lr:6.3e-06 ∣ avg_100 : 5.107079 ∣ l2loss : 5.280890 ∣ 
[  epoch 0024/0030] 0480/4800, lr:6.3e-06 ∣ avg_100 : 5.105779 ∣ l2loss : 5.060850 ∣ 
[  epoch 0024/0030] 0490/4800, lr:6.3e-06 ∣ avg_100 : 5.106729 ∣ l2loss : 5.271181 ∣ 
[  epoch 0024/0030] 0500/4800, lr:6.3e-06 ∣ avg_100 : 5.106896 ∣ l2loss : 5.201192 ∣ 
[  epoch 0024/0030] 0510/4800, lr:6.3e-06 ∣ avg_100 : 5.108256 ∣ l2loss : 5.189846 ∣ 
[  epoch 0024/0030] 0520/4800, lr:6.3e-06 ∣ avg_100 : 5.111486 ∣ l2loss : 5.341822 ∣ 
[  epoch 0024/0030] 0530/4800, lr:6.3e-06 ∣ avg_100 : 5.112387 ∣ l2loss : 5.183648 ∣ 
[  epoch 0024/0030] 0540/4800, lr:6.3e-06 ∣ avg_100 : 5.109077 ∣ l2loss : 4.974284 ∣ 
[  epoch 0024/0030] 0550/4800, lr:6.3e-06 ∣ avg_100 : 5.108230 ∣ l2loss : 5.143242 ∣ 
[  epoch 0024/0030] 0560/4800, lr:6.3e-06 ∣ avg_100 : 5.107683 ∣ l2loss : 5.107151 ∣ 
[  epoch 0024/0030] 0570/4800, lr:6.3e-06 ∣ avg_100 : 5.110191 ∣ l2loss : 5.241738 ∣ 
[  epoch 0024/0030] 0580/4800, lr:6.3e-06 ∣ avg_100 : 5.113821 ∣ l2loss : 5.407869 ∣ 
[  epoch 0024/0030] 0590/4800, lr:6.3e-06 ∣ avg_100 : 5.115769 ∣ l2loss : 5.200366 ∣ 
[  epoch 0024/0030] 0600/4800, lr:6.3e-06 ∣ avg_100 : 5.118152 ∣ l2loss : 5.202159 ∣ 
[  epoch 0024/0030] 0610/4800, lr:6.3e-06 ∣ avg_100 : 5.117834 ∣ l2loss : 5.170332 ∣ 
[  epoch 0024/0030] 0620/4800, lr:6.3e-06 ∣ avg_100 : 5.121122 ∣ l2loss : 5.250136 ∣ 
[  epoch 0024/0030] 0630/4800, lr:6.3e-06 ∣ avg_100 : 5.123356 ∣ l2loss : 5.154420 ∣ 
[  epoch 0024/0030] 0640/4800, lr:6.3e-06 ∣ avg_100 : 5.121741 ∣ l2loss : 4.932001 ∣ 
[  epoch 0024/0030] 0650/4800, lr:6.3e-06 ∣ avg_100 : 5.121283 ∣ l2loss : 5.114054 ∣ 
[  epoch 0024/0030] 0660/4800, lr:6.3e-06 ∣ avg_100 : 5.119793 ∣ l2loss : 5.140835 ∣ 
[  epoch 0024/0030] 0670/4800, lr:6.3e-06 ∣ avg_100 : 5.120472 ∣ l2loss : 4.927832 ∣ 
[  epoch 0024/0030] 0680/4800, lr:6.3e-06 ∣ avg_100 : 5.120030 ∣ l2loss : 5.074823 ∣ 
[  epoch 0024/0030] 0690/4800, lr:6.3e-06 ∣ avg_100 : 5.120191 ∣ l2loss : 5.096757 ∣ 
[  epoch 0024/0030] 0700/4800, lr:6.3e-06 ∣ avg_100 : 5.119475 ∣ l2loss : 5.005011 ∣ 
[  epoch 0024/0030] 0710/4800, lr:6.3e-06 ∣ avg_100 : 5.120691 ∣ l2loss : 5.134306 ∣ 
[  epoch 0024/0030] 0720/4800, lr:6.3e-06 ∣ avg_100 : 5.121143 ∣ l2loss : 5.095313 ∣ 
[  epoch 0024/0030] 0730/4800, lr:6.3e-06 ∣ avg_100 : 5.124190 ∣ l2loss : 5.169610 ∣ 
[  epoch 0024/0030] 0740/4800, lr:6.3e-06 ∣ avg_100 : 5.124241 ∣ l2loss : 5.177141 ∣ 
[  epoch 0024/0030] 0750/4800, lr:6.3e-06 ∣ avg_100 : 5.127034 ∣ l2loss : 5.552175 ∣ 
[  epoch 0024/0030] 0760/4800, lr:6.3e-06 ∣ avg_100 : 5.128890 ∣ l2loss : 5.177268 ∣ 
[  epoch 0024/0030] 0770/4800, lr:6.3e-06 ∣ avg_100 : 5.127028 ∣ l2loss : 4.979842 ∣ 
[  epoch 0024/0030] 0780/4800, lr:6.3e-06 ∣ avg_100 : 5.127466 ∣ l2loss : 5.030775 ∣ 
[  epoch 0024/0030] 0790/4800, lr:6.3e-06 ∣ avg_100 : 5.129014 ∣ l2loss : 5.377158 ∣ 
[  epoch 0024/0030] 0800/4800, lr:6.3e-06 ∣ avg_100 : 5.126845 ∣ l2loss : 4.943165 ∣ 
[  epoch 0024/0030] 0810/4800, lr:6.3e-06 ∣ avg_100 : 5.129050 ∣ l2loss : 5.279468 ∣ 
[  epoch 0024/0030] 0820/4800, lr:6.3e-06 ∣ avg_100 : 5.130494 ∣ l2loss : 5.250649 ∣ 
[  epoch 0024/0030] 0830/4800, lr:6.3e-06 ∣ avg_100 : 5.131407 ∣ l2loss : 5.307467 ∣ 
[  epoch 0024/0030] 0840/4800, lr:6.3e-06 ∣ avg_100 : 5.131851 ∣ l2loss : 5.203565 ∣ 
[  epoch 0024/0030] 0850/4800, lr:6.3e-06 ∣ avg_100 : 5.129601 ∣ l2loss : 4.916472 ∣ 
[  epoch 0024/0030] 0860/4800, lr:6.3e-06 ∣ avg_100 : 5.130878 ∣ l2loss : 5.089354 ∣ 
[  epoch 0024/0030] 0870/4800, lr:6.3e-06 ∣ avg_100 : 5.131573 ∣ l2loss : 5.092273 ∣ 
[  epoch 0024/0030] 0880/4800, lr:6.3e-06 ∣ avg_100 : 5.130780 ∣ l2loss : 5.082274 ∣ 
[  epoch 0024/0030] 0890/4800, lr:6.3e-06 ∣ avg_100 : 5.129160 ∣ l2loss : 4.965163 ∣ 
[  epoch 0024/0030] 0900/4800, lr:6.3e-06 ∣ avg_100 : 5.126620 ∣ l2loss : 4.870675 ∣ 
[  epoch 0024/0030] 0910/4800, lr:6.3e-06 ∣ avg_100 : 5.124780 ∣ l2loss : 5.040206 ∣ 
[  epoch 0024/0030] 0920/4800, lr:6.3e-06 ∣ avg_100 : 5.125917 ∣ l2loss : 5.084545 ∣ 
[  epoch 0024/0030] 0930/4800, lr:6.3e-06 ∣ avg_100 : 5.125967 ∣ l2loss : 5.225457 ∣ 
[  epoch 0024/0030] 0940/4800, lr:6.3e-06 ∣ avg_100 : 5.126250 ∣ l2loss : 5.076672 ∣ 
[  epoch 0024/0030] 0950/4800, lr:6.3e-06 ∣ avg_100 : 5.130825 ∣ l2loss : 5.450517 ∣ 
[  epoch 0024/0030] 0960/4800, lr:6.3e-06 ∣ avg_100 : 5.131561 ∣ l2loss : 5.222626 ∣ 
[  epoch 0024/0030] 0970/4800, lr:6.3e-06 ∣ avg_100 : 5.131814 ∣ l2loss : 5.107173 ∣ 
[  epoch 0024/0030] 0980/4800, lr:6.3e-06 ∣ avg_100 : 5.131921 ∣ l2loss : 5.118890 ∣ 
[  epoch 0024/0030] 0990/4800, lr:6.3e-06 ∣ avg_100 : 5.132443 ∣ l2loss : 5.261719 ∣ 
[  epoch 0024/0030] 1000/4800, lr:6.3e-06 ∣ avg_100 : 5.132186 ∣ l2loss : 5.078536 ∣ 
[  epoch 0024/0030] 1010/4800, lr:6.3e-06 ∣ avg_100 : 5.133233 ∣ l2loss : 5.201281 ∣ 
[  epoch 0024/0030] 1020/4800, lr:6.3e-06 ∣ avg_100 : 5.133309 ∣ l2loss : 5.126393 ∣ 
[  epoch 0024/0030] 1030/4800, lr:6.3e-06 ∣ avg_100 : 5.130138 ∣ l2loss : 4.813985 ∣ 
[  epoch 0024/0030] 1040/4800, lr:6.3e-06 ∣ avg_100 : 5.130047 ∣ l2loss : 5.052503 ∣ 
[  epoch 0024/0030] 1050/4800, lr:6.3e-06 ∣ avg_100 : 5.126401 ∣ l2loss : 4.936563 ∣ 
[  epoch 0024/0030] 1060/4800, lr:6.3e-06 ∣ avg_100 : 5.126734 ∣ l2loss : 4.991033 ∣ 
[  epoch 0024/0030] 1070/4800, lr:6.3e-06 ∣ avg_100 : 5.124305 ∣ l2loss : 5.082053 ∣ 
[  epoch 0024/0030] 1080/4800, lr:6.3e-06 ∣ avg_100 : 5.123574 ∣ l2loss : 5.019479 ∣ 
[  epoch 0024/0030] 1090/4800, lr:6.3e-06 ∣ avg_100 : 5.125354 ∣ l2loss : 5.268206 ∣ 
[  epoch 0024/0030] 1100/4800, lr:6.3e-06 ∣ avg_100 : 5.127638 ∣ l2loss : 5.222572 ∣ 
[  epoch 0024/0030] 1110/4800, lr:6.3e-06 ∣ avg_100 : 5.128573 ∣ l2loss : 5.229680 ∣ 
[  epoch 0024/0030] 1120/4800, lr:6.3e-06 ∣ avg_100 : 5.125578 ∣ l2loss : 5.054958 ∣ 
[  epoch 0024/0030] 1130/4800, lr:6.3e-06 ∣ avg_100 : 5.128291 ∣ l2loss : 5.208330 ∣ 
[  epoch 0024/0030] 1140/4800, lr:6.3e-06 ∣ avg_100 : 5.128821 ∣ l2loss : 5.016327 ∣ 
[  epoch 0024/0030] 1150/4800, lr:6.3e-06 ∣ avg_100 : 5.128107 ∣ l2loss : 5.186291 ∣ 
[  epoch 0024/0030] 1160/4800, lr:6.3e-06 ∣ avg_100 : 5.128882 ∣ l2loss : 5.046698 ∣ 
[  epoch 0024/0030] 1170/4800, lr:6.3e-06 ∣ avg_100 : 5.132110 ∣ l2loss : 5.409006 ∣ 
[  epoch 0024/0030] 1180/4800, lr:6.3e-06 ∣ avg_100 : 5.134154 ∣ l2loss : 5.153062 ∣ 
[  epoch 0024/0030] 1190/4800, lr:6.3e-06 ∣ avg_100 : 5.138788 ∣ l2loss : 5.346193 ∣ 
[  epoch 0024/0030] 1200/4800, lr:6.3e-06 ∣ avg_100 : 5.138201 ∣ l2loss : 4.956465 ∣ 
[  epoch 0024/0030] 1210/4800, lr:6.3e-06 ∣ avg_100 : 5.138267 ∣ l2loss : 5.098685 ∣ 
[  epoch 0024/0030] 1220/4800, lr:6.3e-06 ∣ avg_100 : 5.139744 ∣ l2loss : 5.045903 ∣ 
[  epoch 0024/0030] 1230/4800, lr:6.3e-06 ∣ avg_100 : 5.139755 ∣ l2loss : 5.279504 ∣ 
[  epoch 0024/0030] 1240/4800, lr:6.3e-06 ∣ avg_100 : 5.139357 ∣ l2loss : 5.115400 ∣ 
[  epoch 0024/0030] 1250/4800, lr:6.3e-06 ∣ avg_100 : 5.140152 ∣ l2loss : 5.233671 ∣ 
[  epoch 0024/0030] 1260/4800, lr:6.3e-06 ∣ avg_100 : 5.142805 ∣ l2loss : 5.291741 ∣ 
[  epoch 0024/0030] 1270/4800, lr:6.3e-06 ∣ avg_100 : 5.145679 ∣ l2loss : 5.330059 ∣ 
[  epoch 0024/0030] 1280/4800, lr:6.3e-06 ∣ avg_100 : 5.145214 ∣ l2loss : 5.102403 ∣ 
[  epoch 0024/0030] 1290/4800, lr:6.3e-06 ∣ avg_100 : 5.147086 ∣ l2loss : 5.183590 ∣ 
[  epoch 0024/0030] 1300/4800, lr:6.3e-06 ∣ avg_100 : 5.148933 ∣ l2loss : 5.218211 ∣ 
[  epoch 0024/0030] 1310/4800, lr:6.3e-06 ∣ avg_100 : 5.147913 ∣ l2loss : 5.173585 ∣ 
[  epoch 0024/0030] 1320/4800, lr:6.3e-06 ∣ avg_100 : 5.147528 ∣ l2loss : 5.212812 ∣ 
[  epoch 0024/0030] 1330/4800, lr:6.3e-06 ∣ avg_100 : 5.146923 ∣ l2loss : 5.204386 ∣ 
[  epoch 0024/0030] 1340/4800, lr:6.3e-06 ∣ avg_100 : 5.149033 ∣ l2loss : 5.260328 ∣ 
[  epoch 0024/0030] 1350/4800, lr:6.3e-06 ∣ avg_100 : 5.148025 ∣ l2loss : 4.983460 ∣ 
[  epoch 0024/0030] 1360/4800, lr:6.3e-06 ∣ avg_100 : 5.148629 ∣ l2loss : 5.103917 ∣ 
[  epoch 0024/0030] 1370/4800, lr:6.3e-06 ∣ avg_100 : 5.150107 ∣ l2loss : 5.465446 ∣ 
[  epoch 0024/0030] 1380/4800, lr:6.3e-06 ∣ avg_100 : 5.149249 ∣ l2loss : 4.977503 ∣ 
[  epoch 0024/0030] 1390/4800, lr:6.3e-06 ∣ avg_100 : 5.148806 ∣ l2loss : 5.033513 ∣ 
[  epoch 0024/0030] 1400/4800, lr:6.3e-06 ∣ avg_100 : 5.147872 ∣ l2loss : 5.058557 ∣ 
[  epoch 0024/0030] 1410/4800, lr:6.3e-06 ∣ avg_100 : 5.147475 ∣ l2loss : 5.068651 ∣ 
[  epoch 0024/0030] 1420/4800, lr:6.3e-06 ∣ avg_100 : 5.150282 ∣ l2loss : 5.338114 ∣ 
[  epoch 0024/0030] 1430/4800, lr:6.3e-06 ∣ avg_100 : 5.148521 ∣ l2loss : 5.015849 ∣ 
[  epoch 0024/0030] 1440/4800, lr:6.3e-06 ∣ avg_100 : 5.148017 ∣ l2loss : 4.996076 ∣ 
[  epoch 0024/0030] 1450/4800, lr:6.3e-06 ∣ avg_100 : 5.146311 ∣ l2loss : 5.238057 ∣ 
[  epoch 0024/0030] 1460/4800, lr:6.3e-06 ∣ avg_100 : 5.145178 ∣ l2loss : 5.134394 ∣ 
[  epoch 0024/0030] 1470/4800, lr:6.3e-06 ∣ avg_100 : 5.142936 ∣ l2loss : 5.056717 ∣ 
[  epoch 0024/0030] 1480/4800, lr:6.3e-06 ∣ avg_100 : 5.144049 ∣ l2loss : 5.172147 ∣ 
[  epoch 0024/0030] 1490/4800, lr:6.3e-06 ∣ avg_100 : 5.143349 ∣ l2loss : 5.201192 ∣ 
[  epoch 0024/0030] 1500/4800, lr:6.3e-06 ∣ avg_100 : 5.142879 ∣ l2loss : 5.154209 ∣ 
[  epoch 0024/0030] 1510/4800, lr:6.3e-06 ∣ avg_100 : 5.141885 ∣ l2loss : 5.090396 ∣ 
[  epoch 0024/0030] 1520/4800, lr:6.3e-06 ∣ avg_100 : 5.139806 ∣ l2loss : 5.133927 ∣ 
[  epoch 0024/0030] 1530/4800, lr:6.3e-06 ∣ avg_100 : 5.142145 ∣ l2loss : 5.417569 ∣ 
[  epoch 0024/0030] 1540/4800, lr:6.3e-06 ∣ avg_100 : 5.143810 ∣ l2loss : 5.140772 ∣ 
[  epoch 0024/0030] 1550/4800, lr:6.3e-06 ∣ avg_100 : 5.142251 ∣ l2loss : 4.987292 ∣ 
[  epoch 0024/0030] 1560/4800, lr:6.3e-06 ∣ avg_100 : 5.141327 ∣ l2loss : 5.014781 ∣ 
[  epoch 0024/0030] 1570/4800, lr:6.3e-06 ∣ avg_100 : 5.137249 ∣ l2loss : 4.833922 ∣ 
[  epoch 0024/0030] 1580/4800, lr:6.3e-06 ∣ avg_100 : 5.134567 ∣ l2loss : 5.139719 ∣ 
[  epoch 0024/0030] 1590/4800, lr:6.3e-06 ∣ avg_100 : 5.136124 ∣ l2loss : 5.356070 ∣ 
[  epoch 0024/0030] 1600/4800, lr:6.3e-06 ∣ avg_100 : 5.135934 ∣ l2loss : 5.183091 ∣ 
[  epoch 0024/0030] 1610/4800, lr:6.3e-06 ∣ avg_100 : 5.133187 ∣ l2loss : 4.895653 ∣ 
[  epoch 0024/0030] 1620/4800, lr:6.3e-06 ∣ avg_100 : 5.132204 ∣ l2loss : 5.151857 ∣ 
[  epoch 0024/0030] 1630/4800, lr:6.3e-06 ∣ avg_100 : 5.131503 ∣ l2loss : 5.084370 ∣ 
[  epoch 0024/0030] 1640/4800, lr:6.3e-06 ∣ avg_100 : 5.133981 ∣ l2loss : 5.179785 ∣ 
[  epoch 0024/0030] 1650/4800, lr:6.3e-06 ∣ avg_100 : 5.133674 ∣ l2loss : 5.083283 ∣ 
[  epoch 0024/0030] 1660/4800, lr:6.3e-06 ∣ avg_100 : 5.132377 ∣ l2loss : 5.011200 ∣ 
[  epoch 0024/0030] 1670/4800, lr:6.3e-06 ∣ avg_100 : 5.133724 ∣ l2loss : 5.062544 ∣ 
[  epoch 0024/0030] 1680/4800, lr:6.3e-06 ∣ avg_100 : 5.136255 ∣ l2loss : 5.327901 ∣ 
[  epoch 0024/0030] 1690/4800, lr:6.3e-06 ∣ avg_100 : 5.136601 ∣ l2loss : 5.131386 ∣ 
[  epoch 0024/0030] 1700/4800, lr:6.3e-06 ∣ avg_100 : 5.138298 ∣ l2loss : 5.174659 ∣ 
[  epoch 0024/0030] 1710/4800, lr:6.3e-06 ∣ avg_100 : 5.137358 ∣ l2loss : 5.040312 ∣ 
[  epoch 0024/0030] 1720/4800, lr:6.3e-06 ∣ avg_100 : 5.136652 ∣ l2loss : 5.024719 ∣ 
[  epoch 0024/0030] 1730/4800, lr:6.3e-06 ∣ avg_100 : 5.135342 ∣ l2loss : 5.038599 ∣ 
[  epoch 0024/0030] 1740/4800, lr:6.3e-06 ∣ avg_100 : 5.133996 ∣ l2loss : 5.042500 ∣ 
[  epoch 0024/0030] 1750/4800, lr:6.3e-06 ∣ avg_100 : 5.129399 ∣ l2loss : 5.092518 ∣ 
[  epoch 0024/0030] 1760/4800, lr:6.3e-06 ∣ avg_100 : 5.131394 ∣ l2loss : 5.376816 ∣ 
[  epoch 0024/0030] 1770/4800, lr:6.3e-06 ∣ avg_100 : 5.132988 ∣ l2loss : 5.139220 ∣ 
[  epoch 0024/0030] 1780/4800, lr:6.3e-06 ∣ avg_100 : 5.136008 ∣ l2loss : 5.332778 ∣ 
[  epoch 0024/0030] 1790/4800, lr:6.3e-06 ∣ avg_100 : 5.132942 ∣ l2loss : 5.070528 ∣ 
[  epoch 0024/0030] 1800/4800, lr:6.3e-06 ∣ avg_100 : 5.133206 ∣ l2loss : 4.969553 ∣ 
[  epoch 0024/0030] 1810/4800, lr:6.3e-06 ∣ avg_100 : 5.131209 ∣ l2loss : 5.079744 ∣ 
[  epoch 0024/0030] 1820/4800, lr:6.3e-06 ∣ avg_100 : 5.131901 ∣ l2loss : 5.319879 ∣ 
[  epoch 0024/0030] 1830/4800, lr:6.3e-06 ∣ avg_100 : 5.133084 ∣ l2loss : 5.425776 ∣ 
[  epoch 0024/0030] 1840/4800, lr:6.3e-06 ∣ avg_100 : 5.131693 ∣ l2loss : 5.064488 ∣ 
[  epoch 0024/0030] 1850/4800, lr:6.3e-06 ∣ avg_100 : 5.132433 ∣ l2loss : 4.990473 ∣ 
[  epoch 0024/0030] 1860/4800, lr:6.3e-06 ∣ avg_100 : 5.134316 ∣ l2loss : 5.277645 ∣ 
[  epoch 0024/0030] 1870/4800, lr:6.3e-06 ∣ avg_100 : 5.136191 ∣ l2loss : 5.279745 ∣ 
[  epoch 0024/0030] 1880/4800, lr:6.3e-06 ∣ avg_100 : 5.135715 ∣ l2loss : 5.034727 ∣ 
[  epoch 0024/0030] 1890/4800, lr:6.3e-06 ∣ avg_100 : 5.138364 ∣ l2loss : 5.230035 ∣ 
[  epoch 0024/0030] 1900/4800, lr:6.3e-06 ∣ avg_100 : 5.142333 ∣ l2loss : 5.267518 ∣ 
[  epoch 0024/0030] 1910/4800, lr:6.3e-06 ∣ avg_100 : 5.143634 ∣ l2loss : 5.170318 ∣ 
[  epoch 0024/0030] 1920/4800, lr:6.3e-06 ∣ avg_100 : 5.145925 ∣ l2loss : 5.313701 ∣ 
[  epoch 0024/0030] 1930/4800, lr:6.3e-06 ∣ avg_100 : 5.144871 ∣ l2loss : 5.120078 ∣ 
[  epoch 0024/0030] 1940/4800, lr:6.3e-06 ∣ avg_100 : 5.144045 ∣ l2loss : 4.994001 ∣ 
[  epoch 0024/0030] 1950/4800, lr:6.3e-06 ∣ avg_100 : 5.140461 ∣ l2loss : 5.092118 ∣ 
[  epoch 0024/0030] 1960/4800, lr:6.3e-06 ∣ avg_100 : 5.140560 ∣ l2loss : 5.232520 ∣ 
[  epoch 0024/0030] 1970/4800, lr:6.3e-06 ∣ avg_100 : 5.140747 ∣ l2loss : 5.125954 ∣ 
[  epoch 0024/0030] 1980/4800, lr:6.3e-06 ∣ avg_100 : 5.140177 ∣ l2loss : 5.061844 ∣ 
[  epoch 0024/0030] 1990/4800, lr:6.3e-06 ∣ avg_100 : 5.137061 ∣ l2loss : 4.950068 ∣ 
[  epoch 0024/0030] 2000/4800, lr:6.3e-06 ∣ avg_100 : 5.136915 ∣ l2loss : 5.064005 ∣ 
[  epoch 0024/0030] 2010/4800, lr:6.3e-06 ∣ avg_100 : 5.134735 ∣ l2loss : 4.983287 ∣ 
[  epoch 0024/0030] 2020/4800, lr:6.3e-06 ∣ avg_100 : 5.134376 ∣ l2loss : 5.090508 ∣ 
[  epoch 0024/0030] 2030/4800, lr:6.3e-06 ∣ avg_100 : 5.135621 ∣ l2loss : 4.938415 ∣ 
[  epoch 0024/0030] 2040/4800, lr:6.3e-06 ∣ avg_100 : 5.135806 ∣ l2loss : 5.071060 ∣ 
[  epoch 0024/0030] 2050/4800, lr:6.3e-06 ∣ avg_100 : 5.137153 ∣ l2loss : 5.071186 ∣ 
[  epoch 0024/0030] 2060/4800, lr:6.3e-06 ∣ avg_100 : 5.139236 ∣ l2loss : 5.199335 ∣ 
[  epoch 0024/0030] 2070/4800, lr:6.3e-06 ∣ avg_100 : 5.141049 ∣ l2loss : 5.263451 ∣ 
[  epoch 0024/0030] 2080/4800, lr:6.3e-06 ∣ avg_100 : 5.142297 ∣ l2loss : 5.144255 ∣ 
[  epoch 0024/0030] 2090/4800, lr:6.3e-06 ∣ avg_100 : 5.140555 ∣ l2loss : 5.093945 ∣ 
[  epoch 0024/0030] 2100/4800, lr:6.3e-06 ∣ avg_100 : 5.138432 ∣ l2loss : 5.010258 ∣ 
[  epoch 0024/0030] 2110/4800, lr:6.3e-06 ∣ avg_100 : 5.139303 ∣ l2loss : 5.316807 ∣ 
[  epoch 0024/0030] 2120/4800, lr:6.3e-06 ∣ avg_100 : 5.138457 ∣ l2loss : 4.970363 ∣ 
[  epoch 0024/0030] 2130/4800, lr:6.3e-06 ∣ avg_100 : 5.139673 ∣ l2loss : 5.329966 ∣ 
[  epoch 0024/0030] 2140/4800, lr:6.3e-06 ∣ avg_100 : 5.138926 ∣ l2loss : 4.941568 ∣ 
[  epoch 0024/0030] 2150/4800, lr:6.3e-06 ∣ avg_100 : 5.138690 ∣ l2loss : 5.162774 ∣ 
[  epoch 0024/0030] 2160/4800, lr:6.3e-06 ∣ avg_100 : 5.140339 ∣ l2loss : 5.211571 ∣ 
[  epoch 0024/0030] 2170/4800, lr:6.3e-06 ∣ avg_100 : 5.134437 ∣ l2loss : 4.818828 ∣ 
[  epoch 0024/0030] 2180/4800, lr:6.3e-06 ∣ avg_100 : 5.131587 ∣ l2loss : 4.867991 ∣ 
[  epoch 0024/0030] 2190/4800, lr:6.3e-06 ∣ avg_100 : 5.130178 ∣ l2loss : 5.205364 ∣ 
[  epoch 0024/0030] 2200/4800, lr:6.3e-06 ∣ avg_100 : 5.130498 ∣ l2loss : 4.988402 ∣ 
[  epoch 0024/0030] 2210/4800, lr:6.3e-06 ∣ avg_100 : 5.130530 ∣ l2loss : 5.101930 ∣ 
[  epoch 0024/0030] 2220/4800, lr:6.3e-06 ∣ avg_100 : 5.132062 ∣ l2loss : 5.199122 ∣ 
[  epoch 0024/0030] 2230/4800, lr:6.3e-06 ∣ avg_100 : 5.129370 ∣ l2loss : 5.010231 ∣ 
[  epoch 0024/0030] 2240/4800, lr:6.3e-06 ∣ avg_100 : 5.129389 ∣ l2loss : 5.117372 ∣ 
[  epoch 0024/0030] 2250/4800, lr:6.3e-06 ∣ avg_100 : 5.126702 ∣ l2loss : 4.964970 ∣ 
[  epoch 0024/0030] 2260/4800, lr:6.3e-06 ∣ avg_100 : 5.124488 ∣ l2loss : 5.070320 ∣ 
[  epoch 0024/0030] 2270/4800, lr:6.3e-06 ∣ avg_100 : 5.123067 ∣ l2loss : 5.187975 ∣ 
[  epoch 0024/0030] 2280/4800, lr:6.3e-06 ∣ avg_100 : 5.122422 ∣ l2loss : 5.037908 ∣ 
[  epoch 0024/0030] 2290/4800, lr:6.3e-06 ∣ avg_100 : 5.121672 ∣ l2loss : 5.108544 ∣ 
[  epoch 0024/0030] 2300/4800, lr:6.3e-06 ∣ avg_100 : 5.122416 ∣ l2loss : 5.292594 ∣ 
[  epoch 0024/0030] 2310/4800, lr:6.3e-06 ∣ avg_100 : 5.121537 ∣ l2loss : 5.085666 ∣ 
[  epoch 0024/0030] 2320/4800, lr:6.3e-06 ∣ avg_100 : 5.119626 ∣ l2loss : 5.021762 ∣ 
[  epoch 0024/0030] 2330/4800, lr:6.3e-06 ∣ avg_100 : 5.117807 ∣ l2loss : 5.022451 ∣ 
[  epoch 0024/0030] 2340/4800, lr:6.3e-06 ∣ avg_100 : 5.115092 ∣ l2loss : 4.988827 ∣ 
[  epoch 0024/0030] 2350/4800, lr:6.3e-06 ∣ avg_100 : 5.116644 ∣ l2loss : 5.138651 ∣ 
[  epoch 0024/0030] 2360/4800, lr:6.3e-06 ∣ avg_100 : 5.116588 ∣ l2loss : 5.098393 ∣ 
[  epoch 0024/0030] 2370/4800, lr:6.3e-06 ∣ avg_100 : 5.112839 ∣ l2loss : 5.090485 ∣ 
[  epoch 0024/0030] 2380/4800, lr:6.3e-06 ∣ avg_100 : 5.114121 ∣ l2loss : 5.105681 ∣ 
[  epoch 0024/0030] 2390/4800, lr:6.3e-06 ∣ avg_100 : 5.114035 ∣ l2loss : 5.024949 ∣ 
[  epoch 0024/0030] 2400/4800, lr:6.3e-06 ∣ avg_100 : 5.116343 ∣ l2loss : 5.289385 ∣ 
[  epoch 0024/0030] 2410/4800, lr:6.3e-06 ∣ avg_100 : 5.116542 ∣ l2loss : 5.088508 ∣ 
[  epoch 0024/0030] 2420/4800, lr:6.3e-06 ∣ avg_100 : 5.113086 ∣ l2loss : 4.992525 ∣ 
[  epoch 0024/0030] 2430/4800, lr:6.3e-06 ∣ avg_100 : 5.115444 ∣ l2loss : 5.251697 ∣ 
[  epoch 0024/0030] 2440/4800, lr:6.3e-06 ∣ avg_100 : 5.116700 ∣ l2loss : 5.121628 ∣ 
[  epoch 0024/0030] 2450/4800, lr:6.3e-06 ∣ avg_100 : 5.114357 ∣ l2loss : 5.003771 ∣ 
[  epoch 0024/0030] 2460/4800, lr:6.3e-06 ∣ avg_100 : 5.115645 ∣ l2loss : 5.263216 ∣ 
[  epoch 0024/0030] 2470/4800, lr:6.3e-06 ∣ avg_100 : 5.117671 ∣ l2loss : 5.259298 ∣ 
[  epoch 0024/0030] 2480/4800, lr:6.3e-06 ∣ avg_100 : 5.115037 ∣ l2loss : 4.908707 ∣ 
[  epoch 0024/0030] 2490/4800, lr:6.3e-06 ∣ avg_100 : 5.114188 ∣ l2loss : 5.116373 ∣ 
[  epoch 0024/0030] 2500/4800, lr:6.3e-06 ∣ avg_100 : 5.112682 ∣ l2loss : 5.003557 ∣ 
[  epoch 0024/0030] 2510/4800, lr:6.3e-06 ∣ avg_100 : 5.112089 ∣ l2loss : 5.031142 ∣ 
[  epoch 0024/0030] 2520/4800, lr:6.3e-06 ∣ avg_100 : 5.111689 ∣ l2loss : 5.093868 ∣ 
[  epoch 0024/0030] 2530/4800, lr:6.3e-06 ∣ avg_100 : 5.108253 ∣ l2loss : 5.073996 ∣ 
[  epoch 0024/0030] 2540/4800, lr:6.3e-06 ∣ avg_100 : 5.107975 ∣ l2loss : 5.112964 ∣ 
[  epoch 0024/0030] 2550/4800, lr:6.3e-06 ∣ avg_100 : 5.108091 ∣ l2loss : 4.998915 ∣ 
[  epoch 0024/0030] 2560/4800, lr:6.3e-06 ∣ avg_100 : 5.110555 ∣ l2loss : 5.261152 ∣ 
[  epoch 0024/0030] 2570/4800, lr:6.3e-06 ∣ avg_100 : 5.113899 ∣ l2loss : 5.168377 ∣ 
[  epoch 0024/0030] 2580/4800, lr:6.3e-06 ∣ avg_100 : 5.114128 ∣ l2loss : 5.162614 ∣ 
[  epoch 0024/0030] 2590/4800, lr:6.3e-06 ∣ avg_100 : 5.114524 ∣ l2loss : 5.395675 ∣ 
[  epoch 0024/0030] 2600/4800, lr:6.3e-06 ∣ avg_100 : 5.113955 ∣ l2loss : 5.126103 ∣ 
[  epoch 0024/0030] 2610/4800, lr:6.3e-06 ∣ avg_100 : 5.117083 ∣ l2loss : 5.208496 ∣ 
[  epoch 0024/0030] 2620/4800, lr:6.3e-06 ∣ avg_100 : 5.115582 ∣ l2loss : 5.001713 ∣ 
[  epoch 0024/0030] 2630/4800, lr:6.3e-06 ∣ avg_100 : 5.116526 ∣ l2loss : 5.178813 ∣ 
[  epoch 0024/0030] 2640/4800, lr:6.3e-06 ∣ avg_100 : 5.116016 ∣ l2loss : 5.128788 ∣ 
[  epoch 0024/0030] 2650/4800, lr:6.3e-06 ∣ avg_100 : 5.117320 ∣ l2loss : 5.213687 ∣ 
[  epoch 0024/0030] 2660/4800, lr:6.3e-06 ∣ avg_100 : 5.115323 ∣ l2loss : 4.811520 ∣ 
[  epoch 0024/0030] 2670/4800, lr:6.3e-06 ∣ avg_100 : 5.118936 ∣ l2loss : 5.423849 ∣ 
[  epoch 0024/0030] 2680/4800, lr:6.3e-06 ∣ avg_100 : 5.119143 ∣ l2loss : 5.348587 ∣ 
[  epoch 0024/0030] 2690/4800, lr:6.3e-06 ∣ avg_100 : 5.118933 ∣ l2loss : 5.110350 ∣ 
[  epoch 0024/0030] 2700/4800, lr:6.3e-06 ∣ avg_100 : 5.118590 ∣ l2loss : 5.140335 ∣ 
[  epoch 0024/0030] 2710/4800, lr:6.3e-06 ∣ avg_100 : 5.120067 ∣ l2loss : 5.188065 ∣ 
[  epoch 0024/0030] 2720/4800, lr:6.3e-06 ∣ avg_100 : 5.120679 ∣ l2loss : 5.085935 ∣ 
[  epoch 0024/0030] 2730/4800, lr:6.3e-06 ∣ avg_100 : 5.123721 ∣ l2loss : 5.342732 ∣ 
[  epoch 0024/0030] 2740/4800, lr:6.3e-06 ∣ avg_100 : 5.124609 ∣ l2loss : 5.131303 ∣ 
[  epoch 0024/0030] 2750/4800, lr:6.3e-06 ∣ avg_100 : 5.125246 ∣ l2loss : 5.156304 ∣ 
[  epoch 0024/0030] 2760/4800, lr:6.3e-06 ∣ avg_100 : 5.124369 ∣ l2loss : 5.289080 ∣ 
[  epoch 0024/0030] 2770/4800, lr:6.3e-06 ∣ avg_100 : 5.123851 ∣ l2loss : 5.087406 ∣ 
[  epoch 0024/0030] 2780/4800, lr:6.3e-06 ∣ avg_100 : 5.121866 ∣ l2loss : 5.134284 ∣ 
[  epoch 0024/0030] 2790/4800, lr:6.3e-06 ∣ avg_100 : 5.121701 ∣ l2loss : 5.054000 ∣ 
[  epoch 0024/0030] 2800/4800, lr:6.3e-06 ∣ avg_100 : 5.120150 ∣ l2loss : 4.814453 ∣ 
[  epoch 0024/0030] 2810/4800, lr:6.3e-06 ∣ avg_100 : 5.119514 ∣ l2loss : 5.016199 ∣ 
[  epoch 0024/0030] 2820/4800, lr:6.3e-06 ∣ avg_100 : 5.117687 ∣ l2loss : 5.137105 ∣ 
[  epoch 0024/0030] 2830/4800, lr:6.3e-06 ∣ avg_100 : 5.113489 ∣ l2loss : 5.006050 ∣ 
[  epoch 0024/0030] 2840/4800, lr:6.3e-06 ∣ avg_100 : 5.113892 ∣ l2loss : 5.104803 ∣ 
[  epoch 0024/0030] 2850/4800, lr:6.3e-06 ∣ avg_100 : 5.115765 ∣ l2loss : 5.177722 ∣ 
[  epoch 0024/0030] 2860/4800, lr:6.3e-06 ∣ avg_100 : 5.115083 ∣ l2loss : 5.209420 ∣ 
[  epoch 0024/0030] 2870/4800, lr:6.3e-06 ∣ avg_100 : 5.112529 ∣ l2loss : 5.024343 ∣ 
[  epoch 0024/0030] 2880/4800, lr:6.3e-06 ∣ avg_100 : 5.113319 ∣ l2loss : 5.113798 ∣ 
[  epoch 0024/0030] 2890/4800, lr:6.3e-06 ∣ avg_100 : 5.112680 ∣ l2loss : 5.166069 ∣ 
[  epoch 0024/0030] 2900/4800, lr:6.3e-06 ∣ avg_100 : 5.113283 ∣ l2loss : 5.327859 ∣ 
[  epoch 0024/0030] 2910/4800, lr:6.3e-06 ∣ avg_100 : 5.112189 ∣ l2loss : 5.060942 ∣ 
[  epoch 0024/0030] 2920/4800, lr:6.3e-06 ∣ avg_100 : 5.108424 ∣ l2loss : 4.937132 ∣ 
[  epoch 0024/0030] 2930/4800, lr:6.3e-06 ∣ avg_100 : 5.111677 ∣ l2loss : 5.445420 ∣ 
[  epoch 0024/0030] 2940/4800, lr:6.3e-06 ∣ avg_100 : 5.113060 ∣ l2loss : 5.132271 ∣ 
[  epoch 0024/0030] 2950/4800, lr:6.3e-06 ∣ avg_100 : 5.112872 ∣ l2loss : 5.073362 ∣ 
[  epoch 0024/0030] 2960/4800, lr:6.3e-06 ∣ avg_100 : 5.111037 ∣ l2loss : 5.048965 ∣ 
[  epoch 0024/0030] 2970/4800, lr:6.3e-06 ∣ avg_100 : 5.108318 ∣ l2loss : 4.854044 ∣ 
[  epoch 0024/0030] 2980/4800, lr:6.3e-06 ∣ avg_100 : 5.108904 ∣ l2loss : 5.120512 ∣ 
[  epoch 0024/0030] 2990/4800, lr:6.3e-06 ∣ avg_100 : 5.111161 ∣ l2loss : 5.175754 ∣ 
[  epoch 0024/0030] 3000/4800, lr:6.3e-06 ∣ avg_100 : 5.111917 ∣ l2loss : 5.139561 ∣ 
[  epoch 0024/0030] 3010/4800, lr:6.3e-06 ∣ avg_100 : 5.114545 ∣ l2loss : 5.246154 ∣ 
[  epoch 0024/0030] 3020/4800, lr:6.3e-06 ∣ avg_100 : 5.118798 ∣ l2loss : 5.515765 ∣ 
[  epoch 0024/0030] 3030/4800, lr:6.3e-06 ∣ avg_100 : 5.120584 ∣ l2loss : 5.117035 ∣ 
[  epoch 0024/0030] 3040/4800, lr:6.3e-06 ∣ avg_100 : 5.121760 ∣ l2loss : 5.188674 ∣ 
[  epoch 0024/0030] 3050/4800, lr:6.3e-06 ∣ avg_100 : 5.123268 ∣ l2loss : 5.221916 ∣ 
[  epoch 0024/0030] 3060/4800, lr:6.3e-06 ∣ avg_100 : 5.125249 ∣ l2loss : 5.397500 ∣ 
[  epoch 0024/0030] 3070/4800, lr:6.3e-06 ∣ avg_100 : 5.124708 ∣ l2loss : 5.209314 ∣ 
[  epoch 0024/0030] 3080/4800, lr:6.3e-06 ∣ avg_100 : 5.124636 ∣ l2loss : 5.137105 ∣ 
[  epoch 0024/0030] 3090/4800, lr:6.3e-06 ∣ avg_100 : 5.126848 ∣ l2loss : 5.315149 ∣ 
[  epoch 0024/0030] 3100/4800, lr:6.3e-06 ∣ avg_100 : 5.128735 ∣ l2loss : 5.198906 ∣ 
[  epoch 0024/0030] 3110/4800, lr:6.3e-06 ∣ avg_100 : 5.127168 ∣ l2loss : 5.160115 ∣ 
[  epoch 0024/0030] 3120/4800, lr:6.3e-06 ∣ avg_100 : 5.127631 ∣ l2loss : 5.016687 ∣ 
[  epoch 0024/0030] 3130/4800, lr:6.3e-06 ∣ avg_100 : 5.126952 ∣ l2loss : 5.262022 ∣ 
[  epoch 0024/0030] 3140/4800, lr:6.3e-06 ∣ avg_100 : 5.128769 ∣ l2loss : 5.123260 ∣ 
[  epoch 0024/0030] 3150/4800, lr:6.3e-06 ∣ avg_100 : 5.127851 ∣ l2loss : 5.071007 ∣ 
[  epoch 0024/0030] 3160/4800, lr:6.3e-06 ∣ avg_100 : 5.125612 ∣ l2loss : 4.987627 ∣ 
[  epoch 0024/0030] 3170/4800, lr:6.3e-06 ∣ avg_100 : 5.129269 ∣ l2loss : 5.184580 ∣ 
[  epoch 0024/0030] 3180/4800, lr:6.3e-06 ∣ avg_100 : 5.129142 ∣ l2loss : 4.855272 ∣ 
[  epoch 0024/0030] 3190/4800, lr:6.3e-06 ∣ avg_100 : 5.128831 ∣ l2loss : 5.174255 ∣ 
[  epoch 0024/0030] 3200/4800, lr:6.3e-06 ∣ avg_100 : 5.131560 ∣ l2loss : 5.261317 ∣ 
[  epoch 0024/0030] 3210/4800, lr:6.3e-06 ∣ avg_100 : 5.131021 ∣ l2loss : 5.048034 ∣ 
[  epoch 0024/0030] 3220/4800, lr:6.3e-06 ∣ avg_100 : 5.129340 ∣ l2loss : 5.030976 ∣ 
[  epoch 0024/0030] 3230/4800, lr:6.3e-06 ∣ avg_100 : 5.129366 ∣ l2loss : 5.012862 ∣ 
[  epoch 0024/0030] 3240/4800, lr:6.3e-06 ∣ avg_100 : 5.128252 ∣ l2loss : 5.006006 ∣ 
[  epoch 0024/0030] 3250/4800, lr:6.3e-06 ∣ avg_100 : 5.130612 ∣ l2loss : 5.200906 ∣ 
[  epoch 0024/0030] 3260/4800, lr:6.3e-06 ∣ avg_100 : 5.130606 ∣ l2loss : 5.069793 ∣ 
[  epoch 0024/0030] 3270/4800, lr:6.3e-06 ∣ avg_100 : 5.131224 ∣ l2loss : 5.249708 ∣ 
[  epoch 0024/0030] 3280/4800, lr:6.3e-06 ∣ avg_100 : 5.132571 ∣ l2loss : 5.172633 ∣ 
[  epoch 0024/0030] 3290/4800, lr:6.3e-06 ∣ avg_100 : 5.131318 ∣ l2loss : 4.983304 ∣ 
[  epoch 0024/0030] 3300/4800, lr:6.3e-06 ∣ avg_100 : 5.128537 ∣ l2loss : 5.014460 ∣ 
[  epoch 0024/0030] 3310/4800, lr:6.3e-06 ∣ avg_100 : 5.128126 ∣ l2loss : 5.044592 ∣ 
[  epoch 0024/0030] 3320/4800, lr:6.3e-06 ∣ avg_100 : 5.129447 ∣ l2loss : 5.153869 ∣ 
[  epoch 0024/0030] 3330/4800, lr:6.3e-06 ∣ avg_100 : 5.128424 ∣ l2loss : 4.920137 ∣ 
[  epoch 0024/0030] 3340/4800, lr:6.3e-06 ∣ avg_100 : 5.129588 ∣ l2loss : 5.105161 ∣ 
[  epoch 0024/0030] 3350/4800, lr:6.3e-06 ∣ avg_100 : 5.129563 ∣ l2loss : 5.136224 ∣ 
[  epoch 0024/0030] 3360/4800, lr:6.3e-06 ∣ avg_100 : 5.129149 ∣ l2loss : 5.056967 ∣ 
[  epoch 0024/0030] 3370/4800, lr:6.3e-06 ∣ avg_100 : 5.128301 ∣ l2loss : 5.005679 ∣ 
[  epoch 0024/0030] 3380/4800, lr:6.3e-06 ∣ avg_100 : 5.127409 ∣ l2loss : 5.016470 ∣ 
[  epoch 0024/0030] 3390/4800, lr:6.3e-06 ∣ avg_100 : 5.127150 ∣ l2loss : 4.999072 ∣ 
[  epoch 0024/0030] 3400/4800, lr:6.3e-06 ∣ avg_100 : 5.124820 ∣ l2loss : 5.056381 ∣ 
[  epoch 0024/0030] 3410/4800, lr:6.3e-06 ∣ avg_100 : 5.124915 ∣ l2loss : 5.097948 ∣ 
[  epoch 0024/0030] 3420/4800, lr:6.3e-06 ∣ avg_100 : 5.125829 ∣ l2loss : 5.083951 ∣ 
[  epoch 0024/0030] 3430/4800, lr:6.3e-06 ∣ avg_100 : 5.124215 ∣ l2loss : 5.090303 ∣ 
[  epoch 0024/0030] 3440/4800, lr:6.3e-06 ∣ avg_100 : 5.126820 ∣ l2loss : 5.382167 ∣ 
[  epoch 0024/0030] 3450/4800, lr:6.3e-06 ∣ avg_100 : 5.128246 ∣ l2loss : 5.146372 ∣ 
[  epoch 0024/0030] 3460/4800, lr:6.3e-06 ∣ avg_100 : 5.127270 ∣ l2loss : 5.165623 ∣ 
[  epoch 0024/0030] 3470/4800, lr:6.3e-06 ∣ avg_100 : 5.124914 ∣ l2loss : 5.023649 ∣ 
[  epoch 0024/0030] 3480/4800, lr:6.3e-06 ∣ avg_100 : 5.127017 ∣ l2loss : 5.119033 ∣ 
[  epoch 0024/0030] 3490/4800, lr:6.3e-06 ∣ avg_100 : 5.126278 ∣ l2loss : 5.042432 ∣ 
[  epoch 0024/0030] 3500/4800, lr:6.3e-06 ∣ avg_100 : 5.126055 ∣ l2loss : 4.981265 ∣ 
[  epoch 0024/0030] 3510/4800, lr:6.3e-06 ∣ avg_100 : 5.127469 ∣ l2loss : 5.172547 ∣ 
[  epoch 0024/0030] 3520/4800, lr:6.3e-06 ∣ avg_100 : 5.129398 ∣ l2loss : 5.286748 ∣ 
[  epoch 0024/0030] 3530/4800, lr:6.3e-06 ∣ avg_100 : 5.129747 ∣ l2loss : 5.108957 ∣ 
[  epoch 0024/0030] 3540/4800, lr:6.3e-06 ∣ avg_100 : 5.130792 ∣ l2loss : 5.217401 ∣ 
[  epoch 0024/0030] 3550/4800, lr:6.3e-06 ∣ avg_100 : 5.131736 ∣ l2loss : 5.093333 ∣ 
[  epoch 0024/0030] 3560/4800, lr:6.3e-06 ∣ avg_100 : 5.129977 ∣ l2loss : 5.085302 ∣ 
[  epoch 0024/0030] 3570/4800, lr:6.3e-06 ∣ avg_100 : 5.128147 ∣ l2loss : 4.985329 ∣ 
[  epoch 0024/0030] 3580/4800, lr:6.3e-06 ∣ avg_100 : 5.127343 ∣ l2loss : 5.082243 ∣ 
[  epoch 0024/0030] 3590/4800, lr:6.3e-06 ∣ avg_100 : 5.124689 ∣ l2loss : 5.130268 ∣ 
[  epoch 0024/0030] 3600/4800, lr:6.3e-06 ∣ avg_100 : 5.128395 ∣ l2loss : 5.496679 ∣ 
[  epoch 0024/0030] 3610/4800, lr:6.3e-06 ∣ avg_100 : 5.124429 ∣ l2loss : 4.811898 ∣ 
[  epoch 0024/0030] 3620/4800, lr:6.3e-06 ∣ avg_100 : 5.125437 ∣ l2loss : 5.102493 ∣ 
[  epoch 0024/0030] 3630/4800, lr:6.3e-06 ∣ avg_100 : 5.124759 ∣ l2loss : 5.111099 ∣ 
[  epoch 0024/0030] 3640/4800, lr:6.3e-06 ∣ avg_100 : 5.125174 ∣ l2loss : 5.170279 ∣ 
[  epoch 0024/0030] 3650/4800, lr:6.3e-06 ∣ avg_100 : 5.121918 ∣ l2loss : 4.888077 ∣ 
[  epoch 0024/0030] 3660/4800, lr:6.3e-06 ∣ avg_100 : 5.124521 ∣ l2loss : 5.071839 ∣ 
[  epoch 0024/0030] 3670/4800, lr:6.3e-06 ∣ avg_100 : 5.121275 ∣ l2loss : 5.099252 ∣ 
[  epoch 0024/0030] 3680/4800, lr:6.3e-06 ∣ avg_100 : 5.117374 ∣ l2loss : 4.958430 ∣ 
[  epoch 0024/0030] 3690/4800, lr:6.3e-06 ∣ avg_100 : 5.117269 ∣ l2loss : 5.099873 ∣ 
[  epoch 0024/0030] 3700/4800, lr:6.3e-06 ∣ avg_100 : 5.118786 ∣ l2loss : 5.291985 ∣ 
[  epoch 0024/0030] 3710/4800, lr:6.3e-06 ∣ avg_100 : 5.118704 ∣ l2loss : 5.179885 ∣ 
[  epoch 0024/0030] 3720/4800, lr:6.3e-06 ∣ avg_100 : 5.118380 ∣ l2loss : 5.053511 ∣ 
[  epoch 0024/0030] 3730/4800, lr:6.3e-06 ∣ avg_100 : 5.118053 ∣ l2loss : 5.310033 ∣ 
[  epoch 0024/0030] 3740/4800, lr:6.3e-06 ∣ avg_100 : 5.116965 ∣ l2loss : 5.022534 ∣ 
[  epoch 0024/0030] 3750/4800, lr:6.3e-06 ∣ avg_100 : 5.115602 ∣ l2loss : 5.020059 ∣ 
[  epoch 0024/0030] 3760/4800, lr:6.3e-06 ∣ avg_100 : 5.114685 ∣ l2loss : 5.197306 ∣ 
[  epoch 0024/0030] 3770/4800, lr:6.3e-06 ∣ avg_100 : 5.115063 ∣ l2loss : 5.125224 ∣ 
[  epoch 0024/0030] 3780/4800, lr:6.3e-06 ∣ avg_100 : 5.113408 ∣ l2loss : 4.968772 ∣ 
[  epoch 0024/0030] 3790/4800, lr:6.3e-06 ∣ avg_100 : 5.114289 ∣ l2loss : 5.142129 ∣ 
[  epoch 0024/0030] 3800/4800, lr:6.3e-06 ∣ avg_100 : 5.117724 ∣ l2loss : 5.157980 ∣ 
[  epoch 0024/0030] 3810/4800, lr:6.3e-06 ∣ avg_100 : 5.118977 ∣ l2loss : 5.141513 ∣ 
[  epoch 0024/0030] 3820/4800, lr:6.3e-06 ∣ avg_100 : 5.118312 ∣ l2loss : 5.070573 ∣ 
[  epoch 0024/0030] 3830/4800, lr:6.3e-06 ∣ avg_100 : 5.119246 ∣ l2loss : 5.099452 ∣ 
[  epoch 0024/0030] 3840/4800, lr:6.3e-06 ∣ avg_100 : 5.117846 ∣ l2loss : 4.964783 ∣ 
[  epoch 0024/0030] 3850/4800, lr:6.3e-06 ∣ avg_100 : 5.116181 ∣ l2loss : 5.011219 ∣ 
[  epoch 0024/0030] 3860/4800, lr:6.3e-06 ∣ avg_100 : 5.114686 ∣ l2loss : 5.059969 ∣ 
[  epoch 0024/0030] 3870/4800, lr:6.3e-06 ∣ avg_100 : 5.116815 ∣ l2loss : 5.237162 ∣ 
[  epoch 0024/0030] 3880/4800, lr:6.3e-06 ∣ avg_100 : 5.115598 ∣ l2loss : 4.992174 ∣ 
[  epoch 0024/0030] 3890/4800, lr:6.3e-06 ∣ avg_100 : 5.113925 ∣ l2loss : 4.998770 ∣ 
[  epoch 0024/0030] 3900/4800, lr:6.3e-06 ∣ avg_100 : 5.112801 ∣ l2loss : 5.215454 ∣ 
[  epoch 0024/0030] 3910/4800, lr:6.3e-06 ∣ avg_100 : 5.113183 ∣ l2loss : 5.099137 ∣ 
[  epoch 0024/0030] 3920/4800, lr:6.3e-06 ∣ avg_100 : 5.115431 ∣ l2loss : 5.161920 ∣ 
[  epoch 0024/0030] 3930/4800, lr:6.3e-06 ∣ avg_100 : 5.111930 ∣ l2loss : 5.095288 ∣ 
[  epoch 0024/0030] 3940/4800, lr:6.3e-06 ∣ avg_100 : 5.111970 ∣ l2loss : 5.136247 ∣ 
[  epoch 0024/0030] 3950/4800, lr:6.3e-06 ∣ avg_100 : 5.114046 ∣ l2loss : 5.280973 ∣ 
[  epoch 0024/0030] 3960/4800, lr:6.3e-06 ∣ avg_100 : 5.115774 ∣ l2loss : 5.221803 ∣ 
[  epoch 0024/0030] 3970/4800, lr:6.3e-06 ∣ avg_100 : 5.117479 ∣ l2loss : 5.024519 ∣ 
[  epoch 0024/0030] 3980/4800, lr:6.3e-06 ∣ avg_100 : 5.118751 ∣ l2loss : 5.247763 ∣ 
[  epoch 0024/0030] 3990/4800, lr:6.3e-06 ∣ avg_100 : 5.117752 ∣ l2loss : 5.075863 ∣ 
[  epoch 0024/0030] 4000/4800, lr:6.3e-06 ∣ avg_100 : 5.116535 ∣ l2loss : 5.017808 ∣ 
[  epoch 0024/0030] 4010/4800, lr:6.3e-06 ∣ avg_100 : 5.115313 ∣ l2loss : 5.124002 ∣ 
[  epoch 0024/0030] 4020/4800, lr:6.3e-06 ∣ avg_100 : 5.109402 ∣ l2loss : 4.924602 ∣ 
[  epoch 0024/0030] 4030/4800, lr:6.3e-06 ∣ avg_100 : 5.108512 ∣ l2loss : 5.028080 ∣ 
[  epoch 0024/0030] 4040/4800, lr:6.3e-06 ∣ avg_100 : 5.106932 ∣ l2loss : 5.030607 ∣ 
[  epoch 0024/0030] 4050/4800, lr:6.3e-06 ∣ avg_100 : 5.105056 ∣ l2loss : 5.034374 ∣ 
[  epoch 0024/0030] 4060/4800, lr:6.3e-06 ∣ avg_100 : 5.102530 ∣ l2loss : 5.144880 ∣ 
[  epoch 0024/0030] 4070/4800, lr:6.3e-06 ∣ avg_100 : 5.101765 ∣ l2loss : 5.132870 ∣ 
[  epoch 0024/0030] 4080/4800, lr:6.3e-06 ∣ avg_100 : 5.099835 ∣ l2loss : 4.944087 ∣ 
[  epoch 0024/0030] 4090/4800, lr:6.3e-06 ∣ avg_100 : 5.096417 ∣ l2loss : 4.973364 ∣ 
[  epoch 0024/0030] 4100/4800, lr:6.3e-06 ∣ avg_100 : 5.096153 ∣ l2loss : 5.172452 ∣ 
[  epoch 0024/0030] 4110/4800, lr:6.3e-06 ∣ avg_100 : 5.097115 ∣ l2loss : 5.256301 ∣ 
[  epoch 0024/0030] 4120/4800, lr:6.3e-06 ∣ avg_100 : 5.096639 ∣ l2loss : 4.969163 ∣ 
[  epoch 0024/0030] 4130/4800, lr:6.3e-06 ∣ avg_100 : 5.097436 ∣ l2loss : 5.341648 ∣ 
[  epoch 0024/0030] 4140/4800, lr:6.3e-06 ∣ avg_100 : 5.096774 ∣ l2loss : 5.057130 ∣ 
[  epoch 0024/0030] 4150/4800, lr:6.3e-06 ∣ avg_100 : 5.098165 ∣ l2loss : 5.210034 ∣ 
[  epoch 0024/0030] 4160/4800, lr:6.3e-06 ∣ avg_100 : 5.099282 ∣ l2loss : 5.099336 ∣ 
[  epoch 0024/0030] 4170/4800, lr:6.3e-06 ∣ avg_100 : 5.099929 ∣ l2loss : 5.249298 ∣ 
[  epoch 0024/0030] 4180/4800, lr:6.3e-06 ∣ avg_100 : 5.103001 ∣ l2loss : 5.162519 ∣ 
[  epoch 0024/0030] 4190/4800, lr:6.3e-06 ∣ avg_100 : 5.102881 ∣ l2loss : 5.162161 ∣ 
[  epoch 0024/0030] 4200/4800, lr:6.3e-06 ∣ avg_100 : 5.103055 ∣ l2loss : 5.278790 ∣ 
[  epoch 0024/0030] 4210/4800, lr:6.3e-06 ∣ avg_100 : 5.102481 ∣ l2loss : 4.990632 ∣ 
[  epoch 0024/0030] 4220/4800, lr:6.3e-06 ∣ avg_100 : 5.102830 ∣ l2loss : 5.065823 ∣ 
[  epoch 0024/0030] 4230/4800, lr:6.3e-06 ∣ avg_100 : 5.102856 ∣ l2loss : 5.015473 ∣ 
[  epoch 0024/0030] 4240/4800, lr:6.3e-06 ∣ avg_100 : 5.106123 ∣ l2loss : 5.332765 ∣ 
[  epoch 0024/0030] 4250/4800, lr:6.3e-06 ∣ avg_100 : 5.106761 ∣ l2loss : 5.264646 ∣ 
[  epoch 0024/0030] 4260/4800, lr:6.3e-06 ∣ avg_100 : 5.107008 ∣ l2loss : 5.094493 ∣ 
[  epoch 0024/0030] 4270/4800, lr:6.3e-06 ∣ avg_100 : 5.105424 ∣ l2loss : 5.091347 ∣ 
[  epoch 0024/0030] 4280/4800, lr:6.3e-06 ∣ avg_100 : 5.105779 ∣ l2loss : 5.208097 ∣ 
[  epoch 0024/0030] 4290/4800, lr:6.3e-06 ∣ avg_100 : 5.106647 ∣ l2loss : 5.070133 ∣ 
[  epoch 0024/0030] 4300/4800, lr:6.3e-06 ∣ avg_100 : 5.106541 ∣ l2loss : 5.003889 ∣ 
[  epoch 0024/0030] 4310/4800, lr:6.3e-06 ∣ avg_100 : 5.107164 ∣ l2loss : 5.106856 ∣ 
[  epoch 0024/0030] 4320/4800, lr:6.3e-06 ∣ avg_100 : 5.106629 ∣ l2loss : 5.100357 ∣ 
[  epoch 0024/0030] 4330/4800, lr:6.3e-06 ∣ avg_100 : 5.108904 ∣ l2loss : 5.147612 ∣ 
[  epoch 0024/0030] 4340/4800, lr:6.3e-06 ∣ avg_100 : 5.110570 ∣ l2loss : 5.271785 ∣ 
[  epoch 0024/0030] 4350/4800, lr:6.3e-06 ∣ avg_100 : 5.109538 ∣ l2loss : 5.033071 ∣ 
[  epoch 0024/0030] 4360/4800, lr:6.3e-06 ∣ avg_100 : 5.110978 ∣ l2loss : 5.200877 ∣ 
[  epoch 0024/0030] 4370/4800, lr:6.3e-06 ∣ avg_100 : 5.113199 ∣ l2loss : 5.227822 ∣ 
[  epoch 0024/0030] 4380/4800, lr:6.3e-06 ∣ avg_100 : 5.114994 ∣ l2loss : 5.195946 ∣ 
[  epoch 0024/0030] 4390/4800, lr:6.3e-06 ∣ avg_100 : 5.115569 ∣ l2loss : 5.056597 ∣ 
[  epoch 0024/0030] 4400/4800, lr:6.3e-06 ∣ avg_100 : 5.116166 ∣ l2loss : 5.116133 ∣ 
[  epoch 0024/0030] 4410/4800, lr:6.3e-06 ∣ avg_100 : 5.117316 ∣ l2loss : 5.212862 ∣ 
[  epoch 0024/0030] 4420/4800, lr:6.3e-06 ∣ avg_100 : 5.118590 ∣ l2loss : 5.211433 ∣ 
[  epoch 0024/0030] 4430/4800, lr:6.3e-06 ∣ avg_100 : 5.119526 ∣ l2loss : 5.183907 ∣ 
[  epoch 0024/0030] 4440/4800, lr:6.3e-06 ∣ avg_100 : 5.117423 ∣ l2loss : 5.171776 ∣ 
[  epoch 0024/0030] 4450/4800, lr:6.3e-06 ∣ avg_100 : 5.117559 ∣ l2loss : 5.160040 ∣ 
[  epoch 0024/0030] 4460/4800, lr:6.3e-06 ∣ avg_100 : 5.119460 ∣ l2loss : 5.355726 ∣ 
[  epoch 0024/0030] 4470/4800, lr:6.3e-06 ∣ avg_100 : 5.119604 ∣ l2loss : 5.038065 ∣ 
[  epoch 0024/0030] 4480/4800, lr:6.3e-06 ∣ avg_100 : 5.118738 ∣ l2loss : 5.032406 ∣ 
[  epoch 0024/0030] 4490/4800, lr:6.3e-06 ∣ avg_100 : 5.121085 ∣ l2loss : 5.277085 ∣ 
[  epoch 0024/0030] 4500/4800, lr:6.3e-06 ∣ avg_100 : 5.123781 ∣ l2loss : 5.250899 ∣ 
[  epoch 0024/0030] 4510/4800, lr:6.3e-06 ∣ avg_100 : 5.126011 ∣ l2loss : 5.395501 ∣ 
[  epoch 0024/0030] 4520/4800, lr:6.3e-06 ∣ avg_100 : 5.125927 ∣ l2loss : 5.278359 ∣ 
[  epoch 0024/0030] 4530/4800, lr:6.3e-06 ∣ avg_100 : 5.125705 ∣ l2loss : 5.086831 ∣ 
[  epoch 0024/0030] 4540/4800, lr:6.3e-06 ∣ avg_100 : 5.125616 ∣ l2loss : 5.208490 ∣ 
[  epoch 0024/0030] 4550/4800, lr:6.3e-06 ∣ avg_100 : 5.127848 ∣ l2loss : 5.316524 ∣ 
[  epoch 0024/0030] 4560/4800, lr:6.3e-06 ∣ avg_100 : 5.127919 ∣ l2loss : 5.092423 ∣ 
[  epoch 0024/0030] 4570/4800, lr:6.3e-06 ∣ avg_100 : 5.128622 ∣ l2loss : 5.055595 ∣ 
[  epoch 0024/0030] 4580/4800, lr:6.3e-06 ∣ avg_100 : 5.126731 ∣ l2loss : 4.893150 ∣ 
[  epoch 0024/0030] 4590/4800, lr:6.3e-06 ∣ avg_100 : 5.126986 ∣ l2loss : 5.155714 ∣ 
[  epoch 0024/0030] 4600/4800, lr:6.3e-06 ∣ avg_100 : 5.124038 ∣ l2loss : 5.201883 ∣ 
[  epoch 0024/0030] 4610/4800, lr:6.3e-06 ∣ avg_100 : 5.124798 ∣ l2loss : 4.887963 ∣ 
[  epoch 0024/0030] 4620/4800, lr:6.3e-06 ∣ avg_100 : 5.125919 ∣ l2loss : 5.214524 ∣ 
[  epoch 0024/0030] 4630/4800, lr:6.3e-06 ∣ avg_100 : 5.125274 ∣ l2loss : 5.046585 ∣ 
[  epoch 0024/0030] 4640/4800, lr:6.3e-06 ∣ avg_100 : 5.124513 ∣ l2loss : 5.094248 ∣ 
[  epoch 0024/0030] 4650/4800, lr:6.3e-06 ∣ avg_100 : 5.126753 ∣ l2loss : 5.112049 ∣ 
[  epoch 0024/0030] 4660/4800, lr:6.3e-06 ∣ avg_100 : 5.126893 ∣ l2loss : 5.085888 ∣ 
[  epoch 0024/0030] 4670/4800, lr:6.3e-06 ∣ avg_100 : 5.126126 ∣ l2loss : 5.022526 ∣ 
[  epoch 0024/0030] 4680/4800, lr:6.3e-06 ∣ avg_100 : 5.125826 ∣ l2loss : 4.928392 ∣ 
[  epoch 0024/0030] 4690/4800, lr:6.3e-06 ∣ avg_100 : 5.123746 ∣ l2loss : 4.891857 ∣ 
[  epoch 0024/0030] 4700/4800, lr:6.3e-06 ∣ avg_100 : 5.120285 ∣ l2loss : 4.945931 ∣ 
[  epoch 0024/0030] 4710/4800, lr:6.3e-06 ∣ avg_100 : 5.120780 ∣ l2loss : 5.229420 ∣ 
[  epoch 0024/0030] 4720/4800, lr:6.3e-06 ∣ avg_100 : 5.119355 ∣ l2loss : 4.910947 ∣ 
[  epoch 0024/0030] 4730/4800, lr:6.3e-06 ∣ avg_100 : 5.117204 ∣ l2loss : 5.094916 ∣ 
[  epoch 0024/0030] 4740/4800, lr:6.3e-06 ∣ avg_100 : 5.117937 ∣ l2loss : 5.095838 ∣ 
[  epoch 0024/0030] 4750/4800, lr:6.3e-06 ∣ avg_100 : 5.117583 ∣ l2loss : 4.984662 ∣ 
[  epoch 0024/0030] 4760/4800, lr:6.3e-06 ∣ avg_100 : 5.116739 ∣ l2loss : 5.112989 ∣ 
[  epoch 0024/0030] 4770/4800, lr:6.3e-06 ∣ avg_100 : 5.118026 ∣ l2loss : 5.253911 ∣ 
[  epoch 0024/0030] 4780/4800, lr:6.3e-06 ∣ avg_100 : 5.121462 ∣ l2loss : 5.312309 ∣ 
[  epoch 0024/0030] 4790/4800, lr:6.3e-06 ∣ avg_100 : 5.119223 ∣ l2loss : 4.918247 ∣ 
[  epoch 0024/0030] 4800/4800, lr:6.3e-06 ∣ avg_100 : 5.118443 ∣ l2loss : 5.079988 ∣ 
[    val 024    ] Done! PSNR : 36.18 dB, SSIM : 0.922total: 23:32:27                    
[  epoch 0025/0030] 0010/4800, lr:6.3e-06 ∣ avg_100 : 5.117526 ∣ l2loss : 5.049807 ∣ 
[  epoch 0025/0030] 0020/4800, lr:6.3e-06 ∣ avg_100 : 5.117832 ∣ l2loss : 5.101165 ∣ 
[  epoch 0025/0030] 0030/4800, lr:6.3e-06 ∣ avg_100 : 5.118313 ∣ l2loss : 5.147581 ∣ 
[  epoch 0025/0030] 0040/4800, lr:6.3e-06 ∣ avg_100 : 5.119082 ∣ l2loss : 5.041681 ∣ 
[  epoch 0025/0030] 0050/4800, lr:6.3e-06 ∣ avg_100 : 5.120799 ∣ l2loss : 5.182889 ∣ 
[  epoch 0025/0030] 0060/4800, lr:6.3e-06 ∣ avg_100 : 5.120462 ∣ l2loss : 5.026336 ∣ 
[  epoch 0025/0030] 0070/4800, lr:6.3e-06 ∣ avg_100 : 5.121034 ∣ l2loss : 5.294267 ∣ 
[  epoch 0025/0030] 0080/4800, lr:6.3e-06 ∣ avg_100 : 5.124385 ∣ l2loss : 5.327345 ∣ 
[  epoch 0025/0030] 0090/4800, lr:6.3e-06 ∣ avg_100 : 5.126045 ∣ l2loss : 5.164735 ∣ 
[  epoch 0025/0030] 0100/4800, lr:6.3e-06 ∣ avg_100 : 5.125500 ∣ l2loss : 5.160984 ∣ 
[  epoch 0025/0030] 0110/4800, lr:6.3e-06 ∣ avg_100 : 5.126682 ∣ l2loss : 5.217281 ∣ 
[  epoch 0025/0030] 0120/4800, lr:6.3e-06 ∣ avg_100 : 5.125837 ∣ l2loss : 5.077470 ∣ 
[  epoch 0025/0030] 0130/4800, lr:6.3e-06 ∣ avg_100 : 5.124494 ∣ l2loss : 4.960978 ∣ 
[  epoch 0025/0030] 0140/4800, lr:6.3e-06 ∣ avg_100 : 5.123605 ∣ l2loss : 5.047307 ∣ 
[  epoch 0025/0030] 0150/4800, lr:6.3e-06 ∣ avg_100 : 5.123048 ∣ l2loss : 5.225291 ∣ 
[  epoch 0025/0030] 0160/4800, lr:6.3e-06 ∣ avg_100 : 5.121084 ∣ l2loss : 5.025391 ∣ 
[  epoch 0025/0030] 0170/4800, lr:6.3e-06 ∣ avg_100 : 5.122678 ∣ l2loss : 5.183952 ∣ 
[  epoch 0025/0030] 0180/4800, lr:6.3e-06 ∣ avg_100 : 5.121471 ∣ l2loss : 5.127078 ∣ 
[  epoch 0025/0030] 0190/4800, lr:6.3e-06 ∣ avg_100 : 5.122213 ∣ l2loss : 5.150060 ∣ 
[  epoch 0025/0030] 0200/4800, lr:6.3e-06 ∣ avg_100 : 5.124864 ∣ l2loss : 5.282860 ∣ 
[  epoch 0025/0030] 0210/4800, lr:6.3e-06 ∣ avg_100 : 5.124815 ∣ l2loss : 5.119094 ∣ 
[  epoch 0025/0030] 0220/4800, lr:6.3e-06 ∣ avg_100 : 5.127783 ∣ l2loss : 5.221398 ∣ 
[  epoch 0025/0030] 0230/4800, lr:6.3e-06 ∣ avg_100 : 5.127998 ∣ l2loss : 5.049573 ∣ 
[  epoch 0025/0030] 0240/4800, lr:6.3e-06 ∣ avg_100 : 5.128660 ∣ l2loss : 5.096899 ∣ 
[  epoch 0025/0030] 0250/4800, lr:6.3e-06 ∣ avg_100 : 5.130388 ∣ l2loss : 5.207091 ∣ 
[  epoch 0025/0030] 0260/4800, lr:6.3e-06 ∣ avg_100 : 5.129805 ∣ l2loss : 5.086622 ∣ 
[  epoch 0025/0030] 0270/4800, lr:6.3e-06 ∣ avg_100 : 5.130396 ∣ l2loss : 5.191926 ∣ 
[  epoch 0025/0030] 0280/4800, lr:6.3e-06 ∣ avg_100 : 5.133404 ∣ l2loss : 5.244899 ∣ 
[  epoch 0025/0030] 0290/4800, lr:6.3e-06 ∣ avg_100 : 5.135518 ∣ l2loss : 5.184746 ∣ 
[  epoch 0025/0030] 0300/4800, lr:6.3e-06 ∣ avg_100 : 5.134492 ∣ l2loss : 5.069882 ∣ 
[  epoch 0025/0030] 0310/4800, lr:6.3e-06 ∣ avg_100 : 5.133267 ∣ l2loss : 5.133776 ∣ 
[  epoch 0025/0030] 0320/4800, lr:6.3e-06 ∣ avg_100 : 5.135498 ∣ l2loss : 5.192292 ∣ 
[  epoch 0025/0030] 0330/4800, lr:6.3e-06 ∣ avg_100 : 5.129881 ∣ l2loss : 4.779974 ∣ 
[  epoch 0025/0030] 0340/4800, lr:6.3e-06 ∣ avg_100 : 5.128942 ∣ l2loss : 4.963268 ∣ 
[  epoch 0025/0030] 0350/4800, lr:6.3e-06 ∣ avg_100 : 5.127055 ∣ l2loss : 5.021272 ∣ 
[  epoch 0025/0030] 0360/4800, lr:6.3e-06 ∣ avg_100 : 5.125910 ∣ l2loss : 4.984877 ∣ 
[  epoch 0025/0030] 0370/4800, lr:6.3e-06 ∣ avg_100 : 5.126441 ∣ l2loss : 5.302334 ∣ 
[  epoch 0025/0030] 0380/4800, lr:6.3e-06 ∣ avg_100 : 5.126914 ∣ l2loss : 5.209807 ∣ 
[  epoch 0025/0030] 0390/4800, lr:6.3e-06 ∣ avg_100 : 5.125449 ∣ l2loss : 5.015747 ∣ 
[  epoch 0025/0030] 0400/4800, lr:6.3e-06 ∣ avg_100 : 5.122464 ∣ l2loss : 4.980245 ∣ 
[  epoch 0025/0030] 0410/4800, lr:6.3e-06 ∣ avg_100 : 5.123158 ∣ l2loss : 5.060050 ∣ 
[  epoch 0025/0030] 0420/4800, lr:6.3e-06 ∣ avg_100 : 5.123164 ∣ l2loss : 5.066419 ∣ 
[  epoch 0025/0030] 0430/4800, lr:6.3e-06 ∣ avg_100 : 5.123726 ∣ l2loss : 5.071668 ∣ 
[  epoch 0025/0030] 0440/4800, lr:6.3e-06 ∣ avg_100 : 5.123072 ∣ l2loss : 5.267402 ∣ 
[  epoch 0025/0030] 0450/4800, lr:6.3e-06 ∣ avg_100 : 5.120964 ∣ l2loss : 5.053769 ∣ 
[  epoch 0025/0030] 0460/4800, lr:6.3e-06 ∣ avg_100 : 5.120544 ∣ l2loss : 5.052525 ∣ 
[  epoch 0025/0030] 0470/4800, lr:6.3e-06 ∣ avg_100 : 5.121099 ∣ l2loss : 5.146806 ∣ 
[  epoch 0025/0030] 0480/4800, lr:6.3e-06 ∣ avg_100 : 5.120590 ∣ l2loss : 5.157258 ∣ 
[  epoch 0025/0030] 0490/4800, lr:6.3e-06 ∣ avg_100 : 5.118678 ∣ l2loss : 4.878917 ∣ 
[  epoch 0025/0030] 0500/4800, lr:6.3e-06 ∣ avg_100 : 5.117946 ∣ l2loss : 4.930697 ∣ 
[  epoch 0025/0030] 0510/4800, lr:6.3e-06 ∣ avg_100 : 5.116930 ∣ l2loss : 5.005201 ∣ 
[  epoch 0025/0030] 0520/4800, lr:6.3e-06 ∣ avg_100 : 5.118096 ∣ l2loss : 5.216965 ∣ 
[  epoch 0025/0030] 0530/4800, lr:6.3e-06 ∣ avg_100 : 5.117452 ∣ l2loss : 5.083216 ∣ 
[  epoch 0025/0030] 0540/4800, lr:6.3e-06 ∣ avg_100 : 5.118695 ∣ l2loss : 5.396113 ∣ 
[  epoch 0025/0030] 0550/4800, lr:6.3e-06 ∣ avg_100 : 5.121364 ∣ l2loss : 5.299996 ∣ 
[  epoch 0025/0030] 0560/4800, lr:6.3e-06 ∣ avg_100 : 5.119970 ∣ l2loss : 5.061459 ∣ 
[  epoch 0025/0030] 0570/4800, lr:6.3e-06 ∣ avg_100 : 5.118776 ∣ l2loss : 5.108466 ∣ 
[  epoch 0025/0030] 0580/4800, lr:6.3e-06 ∣ avg_100 : 5.119451 ∣ l2loss : 5.263385 ∣ 
[  epoch 0025/0030] 0590/4800, lr:6.3e-06 ∣ avg_100 : 5.118709 ∣ l2loss : 4.982444 ∣ 
[  epoch 0025/0030] 0600/4800, lr:6.3e-06 ∣ avg_100 : 5.118097 ∣ l2loss : 5.054910 ∣ 
[  epoch 0025/0030] 0610/4800, lr:6.3e-06 ∣ avg_100 : 5.117188 ∣ l2loss : 5.121936 ∣ 
[  epoch 0025/0030] 0620/4800, lr:6.3e-06 ∣ avg_100 : 5.116527 ∣ l2loss : 5.145308 ∣ 
[  epoch 0025/0030] 0630/4800, lr:6.3e-06 ∣ avg_100 : 5.117709 ∣ l2loss : 5.302144 ∣ 
[  epoch 0025/0030] 0640/4800, lr:6.3e-06 ∣ avg_100 : 5.118203 ∣ l2loss : 5.221205 ∣ 
[  epoch 0025/0030] 0650/4800, lr:6.3e-06 ∣ avg_100 : 5.118789 ∣ l2loss : 5.218601 ∣ 
[  epoch 0025/0030] 0660/4800, lr:6.3e-06 ∣ avg_100 : 5.115839 ∣ l2loss : 5.060769 ∣ 
[  epoch 0025/0030] 0670/4800, lr:6.3e-06 ∣ avg_100 : 5.116524 ∣ l2loss : 5.106522 ∣ 
[  epoch 0025/0030] 0680/4800, lr:6.3e-06 ∣ avg_100 : 5.117482 ∣ l2loss : 5.128271 ∣ 
[  epoch 0025/0030] 0690/4800, lr:6.3e-06 ∣ avg_100 : 5.117920 ∣ l2loss : 5.320853 ∣ 
[  epoch 0025/0030] 0700/4800, lr:6.3e-06 ∣ avg_100 : 5.118751 ∣ l2loss : 5.334023 ∣ 
[  epoch 0025/0030] 0710/4800, lr:6.3e-06 ∣ avg_100 : 5.115986 ∣ l2loss : 5.118916 ∣ 
[  epoch 0025/0030] 0720/4800, lr:6.3e-06 ∣ avg_100 : 5.114267 ∣ l2loss : 5.106516 ∣ 
[  epoch 0025/0030] 0730/4800, lr:6.3e-06 ∣ avg_100 : 5.112971 ∣ l2loss : 4.957201 ∣ 
[  epoch 0025/0030] 0740/4800, lr:6.3e-06 ∣ avg_100 : 5.112485 ∣ l2loss : 5.159903 ∣ 
[  epoch 0025/0030] 0750/4800, lr:6.3e-06 ∣ avg_100 : 5.112437 ∣ l2loss : 5.311702 ∣ 
[  epoch 0025/0030] 0760/4800, lr:6.3e-06 ∣ avg_100 : 5.110656 ∣ l2loss : 4.914307 ∣ 
[  epoch 0025/0030] 0770/4800, lr:6.3e-06 ∣ avg_100 : 5.112580 ∣ l2loss : 5.248019 ∣ 
[  epoch 0025/0030] 0780/4800, lr:6.3e-06 ∣ avg_100 : 5.114267 ∣ l2loss : 5.061859 ∣ 
[  epoch 0025/0030] 0790/4800, lr:6.3e-06 ∣ avg_100 : 5.112257 ∣ l2loss : 4.954744 ∣ 
[  epoch 0025/0030] 0800/4800, lr:6.3e-06 ∣ avg_100 : 5.110627 ∣ l2loss : 5.038853 ∣ 
[  epoch 0025/0030] 0810/4800, lr:6.3e-06 ∣ avg_100 : 5.113509 ∣ l2loss : 5.176143 ∣ 
[  epoch 0025/0030] 0820/4800, lr:6.3e-06 ∣ avg_100 : 5.111401 ∣ l2loss : 5.003716 ∣ 
[  epoch 0025/0030] 0830/4800, lr:6.3e-06 ∣ avg_100 : 5.111608 ∣ l2loss : 5.067311 ∣ 
[  epoch 0025/0030] 0840/4800, lr:6.3e-06 ∣ avg_100 : 5.112555 ∣ l2loss : 5.188999 ∣ 
[  epoch 0025/0030] 0850/4800, lr:6.3e-06 ∣ avg_100 : 5.113397 ∣ l2loss : 5.196234 ∣ 
[  epoch 0025/0030] 0860/4800, lr:6.3e-06 ∣ avg_100 : 5.112706 ∣ l2loss : 5.016747 ∣ 
[  epoch 0025/0030] 0870/4800, lr:6.3e-06 ∣ avg_100 : 5.114336 ∣ l2loss : 5.185588 ∣ 
[  epoch 0025/0030] 0880/4800, lr:6.3e-06 ∣ avg_100 : 5.114174 ∣ l2loss : 4.912149 ∣ 
[  epoch 0025/0030] 0890/4800, lr:6.3e-06 ∣ avg_100 : 5.113558 ∣ l2loss : 4.830257 ∣ 
[  epoch 0025/0030] 0900/4800, lr:6.3e-06 ∣ avg_100 : 5.113100 ∣ l2loss : 4.900125 ∣ 
[  epoch 0025/0030] 0910/4800, lr:6.3e-06 ∣ avg_100 : 5.109122 ∣ l2loss : 4.831584 ∣ 
[  epoch 0025/0030] 0920/4800, lr:6.3e-06 ∣ avg_100 : 5.110596 ∣ l2loss : 5.058400 ∣ 
[  epoch 0025/0030] 0930/4800, lr:6.3e-06 ∣ avg_100 : 5.111920 ∣ l2loss : 5.227335 ∣ 
[  epoch 0025/0030] 0940/4800, lr:6.3e-06 ∣ avg_100 : 5.110696 ∣ l2loss : 4.973393 ∣ 
[  epoch 0025/0030] 0950/4800, lr:6.3e-06 ∣ avg_100 : 5.111311 ∣ l2loss : 5.046207 ∣ 
[  epoch 0025/0030] 0960/4800, lr:6.3e-06 ∣ avg_100 : 5.112069 ∣ l2loss : 5.188735 ∣ 
[  epoch 0025/0030] 0970/4800, lr:6.3e-06 ∣ avg_100 : 5.110418 ∣ l2loss : 5.088861 ∣ 
[  epoch 0025/0030] 0980/4800, lr:6.3e-06 ∣ avg_100 : 5.110025 ∣ l2loss : 5.272988 ∣ 
[  epoch 0025/0030] 0990/4800, lr:6.3e-06 ∣ avg_100 : 5.110267 ∣ l2loss : 4.942442 ∣ 
[  epoch 0025/0030] 1000/4800, lr:6.3e-06 ∣ avg_100 : 5.110456 ∣ l2loss : 5.098854 ∣ 
[  epoch 0025/0030] 1010/4800, lr:6.3e-06 ∣ avg_100 : 5.111723 ∣ l2loss : 5.176519 ∣ 
[  epoch 0025/0030] 1020/4800, lr:6.3e-06 ∣ avg_100 : 5.111482 ∣ l2loss : 5.077122 ∣ 
[  epoch 0025/0030] 1030/4800, lr:6.3e-06 ∣ avg_100 : 5.113419 ∣ l2loss : 5.341239 ∣ 
[  epoch 0025/0030] 1040/4800, lr:6.3e-06 ∣ avg_100 : 5.113452 ∣ l2loss : 5.044955 ∣ 
[  epoch 0025/0030] 1050/4800, lr:6.3e-06 ∣ avg_100 : 5.114108 ∣ l2loss : 5.248565 ∣ 
[  epoch 0025/0030] 1060/4800, lr:6.3e-06 ∣ avg_100 : 5.116258 ∣ l2loss : 5.241332 ∣ 
[  epoch 0025/0030] 1070/4800, lr:6.3e-06 ∣ avg_100 : 5.114334 ∣ l2loss : 5.101849 ∣ 
[  epoch 0025/0030] 1080/4800, lr:6.3e-06 ∣ avg_100 : 5.110348 ∣ l2loss : 4.928735 ∣ 
[  epoch 0025/0030] 1090/4800, lr:6.3e-06 ∣ avg_100 : 5.110640 ∣ l2loss : 5.193918 ∣ 
[  epoch 0025/0030] 1100/4800, lr:6.3e-06 ∣ avg_100 : 5.113078 ∣ l2loss : 5.404800 ∣ 
[  epoch 0025/0030] 1110/4800, lr:6.3e-06 ∣ avg_100 : 5.112323 ∣ l2loss : 5.141737 ∣ 
[  epoch 0025/0030] 1120/4800, lr:6.3e-06 ∣ avg_100 : 5.112787 ∣ l2loss : 5.123909 ∣ 
[  epoch 0025/0030] 1130/4800, lr:6.3e-06 ∣ avg_100 : 5.112905 ∣ l2loss : 4.972727 ∣ 
[  epoch 0025/0030] 1140/4800, lr:6.3e-06 ∣ avg_100 : 5.114317 ∣ l2loss : 5.188524 ∣ 
[  epoch 0025/0030] 1150/4800, lr:6.3e-06 ∣ avg_100 : 5.113900 ∣ l2loss : 5.183658 ∣ 
[  epoch 0025/0030] 1160/4800, lr:6.3e-06 ∣ avg_100 : 5.116716 ∣ l2loss : 5.306979 ∣ 
[  epoch 0025/0030] 1170/4800, lr:6.3e-06 ∣ avg_100 : 5.114566 ∣ l2loss : 4.968885 ∣ 
[  epoch 0025/0030] 1180/4800, lr:6.3e-06 ∣ avg_100 : 5.114983 ∣ l2loss : 5.168855 ∣ 
[  epoch 0025/0030] 1190/4800, lr:6.3e-06 ∣ avg_100 : 5.112951 ∣ l2loss : 4.946864 ∣ 
[  epoch 0025/0030] 1200/4800, lr:6.3e-06 ∣ avg_100 : 5.111506 ∣ l2loss : 5.138298 ∣ 
[  epoch 0025/0030] 1210/4800, lr:6.3e-06 ∣ avg_100 : 5.112648 ∣ l2loss : 5.233317 ∣ 
[  epoch 0025/0030] 1220/4800, lr:6.3e-06 ∣ avg_100 : 5.110988 ∣ l2loss : 5.055377 ∣ 
[  epoch 0025/0030] 1230/4800, lr:6.3e-06 ∣ avg_100 : 5.111873 ∣ l2loss : 5.138050 ∣ 
[  epoch 0025/0030] 1240/4800, lr:6.3e-06 ∣ avg_100 : 5.111756 ∣ l2loss : 5.085199 ∣ 
[  epoch 0025/0030] 1250/4800, lr:6.3e-06 ∣ avg_100 : 5.111180 ∣ l2loss : 5.149581 ∣ 
[  epoch 0025/0030] 1260/4800, lr:6.3e-06 ∣ avg_100 : 5.113336 ∣ l2loss : 5.302141 ∣ 
[  epoch 0025/0030] 1270/4800, lr:6.3e-06 ∣ avg_100 : 5.111768 ∣ l2loss : 5.035170 ∣ 
[  epoch 0025/0030] 1280/4800, lr:6.3e-06 ∣ avg_100 : 5.107307 ∣ l2loss : 4.798823 ∣ 
[  epoch 0025/0030] 1290/4800, lr:6.3e-06 ∣ avg_100 : 5.106955 ∣ l2loss : 5.149473 ∣ 
[  epoch 0025/0030] 1300/4800, lr:6.3e-06 ∣ avg_100 : 5.107051 ∣ l2loss : 5.079531 ∣ 
[  epoch 0025/0030] 1310/4800, lr:6.3e-06 ∣ avg_100 : 5.107613 ∣ l2loss : 5.190011 ∣ 
[  epoch 0025/0030] 1320/4800, lr:6.3e-06 ∣ avg_100 : 5.105591 ∣ l2loss : 4.990035 ∣ 
[  epoch 0025/0030] 1330/4800, lr:6.3e-06 ∣ avg_100 : 5.110618 ∣ l2loss : 5.282655 ∣ 
[  epoch 0025/0030] 1340/4800, lr:6.3e-06 ∣ avg_100 : 5.111918 ∣ l2loss : 5.093319 ∣ 
[  epoch 0025/0030] 1350/4800, lr:6.3e-06 ∣ avg_100 : 5.113606 ∣ l2loss : 5.190091 ∣ 
[  epoch 0025/0030] 1360/4800, lr:6.3e-06 ∣ avg_100 : 5.115583 ∣ l2loss : 5.182516 ∣ 
[  epoch 0025/0030] 1370/4800, lr:6.3e-06 ∣ avg_100 : 5.116214 ∣ l2loss : 5.365463 ∣ 
[  epoch 0025/0030] 1380/4800, lr:6.3e-06 ∣ avg_100 : 5.114625 ∣ l2loss : 5.050944 ∣ 
[  epoch 0025/0030] 1390/4800, lr:6.3e-06 ∣ avg_100 : 5.116482 ∣ l2loss : 5.201357 ∣ 
[  epoch 0025/0030] 1400/4800, lr:6.3e-06 ∣ avg_100 : 5.116012 ∣ l2loss : 4.933297 ∣ 
[  epoch 0025/0030] 1410/4800, lr:6.3e-06 ∣ avg_100 : 5.116656 ∣ l2loss : 5.124397 ∣ 
[  epoch 0025/0030] 1420/4800, lr:6.3e-06 ∣ avg_100 : 5.116743 ∣ l2loss : 5.075122 ∣ 
[  epoch 0025/0030] 1430/4800, lr:6.3e-06 ∣ avg_100 : 5.115848 ∣ l2loss : 4.982197 ∣ 
[  epoch 0025/0030] 1440/4800, lr:6.3e-06 ∣ avg_100 : 5.114360 ∣ l2loss : 5.118625 ∣ 
[  epoch 0025/0030] 1450/4800, lr:6.3e-06 ∣ avg_100 : 5.115675 ∣ l2loss : 5.185278 ∣ 
[  epoch 0025/0030] 1460/4800, lr:6.3e-06 ∣ avg_100 : 5.116422 ∣ l2loss : 5.127255 ∣ 
[  epoch 0025/0030] 1470/4800, lr:6.3e-06 ∣ avg_100 : 5.116911 ∣ l2loss : 5.195682 ∣ 
[  epoch 0025/0030] 1480/4800, lr:6.3e-06 ∣ avg_100 : 5.114275 ∣ l2loss : 4.893603 ∣ 
[  epoch 0025/0030] 1490/4800, lr:6.3e-06 ∣ avg_100 : 5.115749 ∣ l2loss : 5.026334 ∣ 
[  epoch 0025/0030] 1500/4800, lr:6.3e-06 ∣ avg_100 : 5.116352 ∣ l2loss : 4.991040 ∣ 
[  epoch 0025/0030] 1510/4800, lr:6.3e-06 ∣ avg_100 : 5.118396 ∣ l2loss : 5.209578 ∣ 
[  epoch 0025/0030] 1520/4800, lr:6.3e-06 ∣ avg_100 : 5.115824 ∣ l2loss : 4.959778 ∣ 
[  epoch 0025/0030] 1530/4800, lr:6.3e-06 ∣ avg_100 : 5.119040 ∣ l2loss : 5.404754 ∣ 
[  epoch 0025/0030] 1540/4800, lr:6.3e-06 ∣ avg_100 : 5.116032 ∣ l2loss : 5.095350 ∣ 
[  epoch 0025/0030] 1550/4800, lr:6.3e-06 ∣ avg_100 : 5.115035 ∣ l2loss : 5.200269 ∣ 
[  epoch 0025/0030] 1560/4800, lr:6.3e-06 ∣ avg_100 : 5.114281 ∣ l2loss : 4.986046 ∣ 
[  epoch 0025/0030] 1570/4800, lr:6.3e-06 ∣ avg_100 : 5.113216 ∣ l2loss : 5.001982 ∣ 
[  epoch 0025/0030] 1580/4800, lr:6.3e-06 ∣ avg_100 : 5.112488 ∣ l2loss : 5.190571 ∣ 
[  epoch 0025/0030] 1590/4800, lr:6.3e-06 ∣ avg_100 : 5.112881 ∣ l2loss : 5.021806 ∣ 
[  epoch 0025/0030] 1600/4800, lr:6.3e-06 ∣ avg_100 : 5.115211 ∣ l2loss : 5.287917 ∣ 
[  epoch 0025/0030] 1610/4800, lr:6.3e-06 ∣ avg_100 : 5.114578 ∣ l2loss : 5.058582 ∣ 
[  epoch 0025/0030] 1620/4800, lr:6.3e-06 ∣ avg_100 : 5.115607 ∣ l2loss : 5.248244 ∣ 
[  epoch 0025/0030] 1630/4800, lr:6.3e-06 ∣ avg_100 : 5.113229 ∣ l2loss : 5.064299 ∣ 
[  epoch 0025/0030] 1640/4800, lr:6.3e-06 ∣ avg_100 : 5.111394 ∣ l2loss : 5.037734 ∣ 
[  epoch 0025/0030] 1650/4800, lr:6.3e-06 ∣ avg_100 : 5.112351 ∣ l2loss : 5.314311 ∣ 
[  epoch 0025/0030] 1660/4800, lr:6.3e-06 ∣ avg_100 : 5.112602 ∣ l2loss : 5.085894 ∣ 
[  epoch 0025/0030] 1670/4800, lr:6.3e-06 ∣ avg_100 : 5.112157 ∣ l2loss : 5.061975 ∣ 
[  epoch 0025/0030] 1680/4800, lr:6.3e-06 ∣ avg_100 : 5.113197 ∣ l2loss : 5.232322 ∣ 
[  epoch 0025/0030] 1690/4800, lr:6.3e-06 ∣ avg_100 : 5.109019 ∣ l2loss : 4.902988 ∣ 
[  epoch 0025/0030] 1700/4800, lr:6.3e-06 ∣ avg_100 : 5.107389 ∣ l2loss : 5.171104 ∣ 
[  epoch 0025/0030] 1710/4800, lr:6.3e-06 ∣ avg_100 : 5.108341 ∣ l2loss : 5.214061 ∣ 
[  epoch 0025/0030] 1720/4800, lr:6.3e-06 ∣ avg_100 : 5.108626 ∣ l2loss : 5.135072 ∣ 
[  epoch 0025/0030] 1730/4800, lr:6.3e-06 ∣ avg_100 : 5.113280 ∣ l2loss : 5.422546 ∣ 
[  epoch 0025/0030] 1740/4800, lr:6.3e-06 ∣ avg_100 : 5.114179 ∣ l2loss : 5.249861 ∣ 
[  epoch 0025/0030] 1750/4800, lr:6.3e-06 ∣ avg_100 : 5.112387 ∣ l2loss : 5.132466 ∣ 
[  epoch 0025/0030] 1760/4800, lr:6.3e-06 ∣ avg_100 : 5.113314 ∣ l2loss : 5.006987 ∣ 
[  epoch 0025/0030] 1770/4800, lr:6.3e-06 ∣ avg_100 : 5.111004 ∣ l2loss : 5.017077 ∣ 
[  epoch 0025/0030] 1780/4800, lr:6.3e-06 ∣ avg_100 : 5.112516 ∣ l2loss : 5.212997 ∣ 
[  epoch 0025/0030] 1790/4800, lr:6.3e-06 ∣ avg_100 : 5.114870 ∣ l2loss : 5.190119 ∣ 
[  epoch 0025/0030] 1800/4800, lr:6.3e-06 ∣ avg_100 : 5.115968 ∣ l2loss : 5.148715 ∣ 
[  epoch 0025/0030] 1810/4800, lr:6.3e-06 ∣ avg_100 : 5.115175 ∣ l2loss : 5.096865 ∣ 
[  epoch 0025/0030] 1820/4800, lr:6.3e-06 ∣ avg_100 : 5.116206 ∣ l2loss : 5.106752 ∣ 
[  epoch 0025/0030] 1830/4800, lr:6.3e-06 ∣ avg_100 : 5.116513 ∣ l2loss : 5.098042 ∣ 
[  epoch 0025/0030] 1840/4800, lr:6.3e-06 ∣ avg_100 : 5.114975 ∣ l2loss : 5.035168 ∣ 
[  epoch 0025/0030] 1850/4800, lr:6.3e-06 ∣ avg_100 : 5.114023 ∣ l2loss : 5.101077 ∣ 
[  epoch 0025/0030] 1860/4800, lr:6.3e-06 ∣ avg_100 : 5.114530 ∣ l2loss : 5.067375 ∣ 
[  epoch 0025/0030] 1870/4800, lr:6.3e-06 ∣ avg_100 : 5.111400 ∣ l2loss : 4.872607 ∣ 
[  epoch 0025/0030] 1880/4800, lr:6.3e-06 ∣ avg_100 : 5.112505 ∣ l2loss : 5.022630 ∣ 
[  epoch 0025/0030] 1890/4800, lr:6.3e-06 ∣ avg_100 : 5.117453 ∣ l2loss : 5.325063 ∣ 
[  epoch 0025/0030] 1900/4800, lr:6.3e-06 ∣ avg_100 : 5.119070 ∣ l2loss : 5.061899 ∣ 
[  epoch 0025/0030] 1910/4800, lr:6.3e-06 ∣ avg_100 : 5.124244 ∣ l2loss : 5.348989 ∣ 
[  epoch 0025/0030] 1920/4800, lr:6.3e-06 ∣ avg_100 : 5.124733 ∣ l2loss : 5.107303 ∣ 
[  epoch 0025/0030] 1930/4800, lr:6.3e-06 ∣ avg_100 : 5.124754 ∣ l2loss : 5.229382 ∣ 
[  epoch 0025/0030] 1940/4800, lr:6.3e-06 ∣ avg_100 : 5.125750 ∣ l2loss : 5.072970 ∣ 
[  epoch 0025/0030] 1950/4800, lr:6.3e-06 ∣ avg_100 : 5.125901 ∣ l2loss : 5.061316 ∣ 
[  epoch 0025/0030] 1960/4800, lr:6.3e-06 ∣ avg_100 : 5.125648 ∣ l2loss : 5.163441 ∣ 
[  epoch 0025/0030] 1970/4800, lr:6.3e-06 ∣ avg_100 : 5.126453 ∣ l2loss : 5.169400 ∣ 
[  epoch 0025/0030] 1980/4800, lr:6.3e-06 ∣ avg_100 : 5.126422 ∣ l2loss : 5.269826 ∣ 
[  epoch 0025/0030] 1990/4800, lr:6.3e-06 ∣ avg_100 : 5.129045 ∣ l2loss : 5.204785 ∣ 
[  epoch 0025/0030] 2000/4800, lr:6.3e-06 ∣ avg_100 : 5.127125 ∣ l2loss : 4.906816 ∣ 
[  epoch 0025/0030] 2010/4800, lr:6.3e-06 ∣ avg_100 : 5.124993 ∣ l2loss : 4.963384 ∣ 
[  epoch 0025/0030] 2020/4800, lr:6.3e-06 ∣ avg_100 : 5.124711 ∣ l2loss : 5.048928 ∣ 
[  epoch 0025/0030] 2030/4800, lr:6.3e-06 ∣ avg_100 : 5.122999 ∣ l2loss : 5.169995 ∣ 
[  epoch 0025/0030] 2040/4800, lr:6.3e-06 ∣ avg_100 : 5.124764 ∣ l2loss : 5.221426 ∣ 
[  epoch 0025/0030] 2050/4800, lr:6.3e-06 ∣ avg_100 : 5.123002 ∣ l2loss : 5.072372 ∣ 
[  epoch 0025/0030] 2060/4800, lr:6.3e-06 ∣ avg_100 : 5.121521 ∣ l2loss : 5.093293 ∣ 
[  epoch 0025/0030] 2070/4800, lr:6.3e-06 ∣ avg_100 : 5.121634 ∣ l2loss : 5.113096 ∣ 
[  epoch 0025/0030] 2080/4800, lr:6.3e-06 ∣ avg_100 : 5.124639 ∣ l2loss : 5.229286 ∣ 
[  epoch 0025/0030] 2090/4800, lr:6.3e-06 ∣ avg_100 : 5.124446 ∣ l2loss : 5.174627 ∣ 
[  epoch 0025/0030] 2100/4800, lr:6.3e-06 ∣ avg_100 : 5.125366 ∣ l2loss : 5.496783 ∣ 
[  epoch 0025/0030] 2110/4800, lr:6.3e-06 ∣ avg_100 : 5.127324 ∣ l2loss : 5.337476 ∣ 
[  epoch 0025/0030] 2120/4800, lr:6.3e-06 ∣ avg_100 : 5.128081 ∣ l2loss : 5.199695 ∣ 
[  epoch 0025/0030] 2130/4800, lr:6.3e-06 ∣ avg_100 : 5.127175 ∣ l2loss : 4.882132 ∣ 
[  epoch 0025/0030] 2140/4800, lr:6.3e-06 ∣ avg_100 : 5.128486 ∣ l2loss : 5.319594 ∣ 
[  epoch 0025/0030] 2150/4800, lr:6.3e-06 ∣ avg_100 : 5.127424 ∣ l2loss : 5.077401 ∣ 
[  epoch 0025/0030] 2160/4800, lr:6.3e-06 ∣ avg_100 : 5.126120 ∣ l2loss : 5.176612 ∣ 
[  epoch 0025/0030] 2170/4800, lr:6.3e-06 ∣ avg_100 : 5.126223 ∣ l2loss : 4.979146 ∣ 
[  epoch 0025/0030] 2180/4800, lr:6.3e-06 ∣ avg_100 : 5.124800 ∣ l2loss : 5.026594 ∣ 
[  epoch 0025/0030] 2190/4800, lr:6.3e-06 ∣ avg_100 : 5.125554 ∣ l2loss : 5.022230 ∣ 
[  epoch 0025/0030] 2200/4800, lr:6.3e-06 ∣ avg_100 : 5.125337 ∣ l2loss : 5.116658 ∣ 
[  epoch 0025/0030] 2210/4800, lr:6.3e-06 ∣ avg_100 : 5.124543 ∣ l2loss : 5.153916 ∣ 
[  epoch 0025/0030] 2220/4800, lr:6.3e-06 ∣ avg_100 : 5.125695 ∣ l2loss : 5.170525 ∣ 
[  epoch 0025/0030] 2230/4800, lr:6.3e-06 ∣ avg_100 : 5.124310 ∣ l2loss : 4.999546 ∣ 
[  epoch 0025/0030] 2240/4800, lr:6.3e-06 ∣ avg_100 : 5.124962 ∣ l2loss : 5.150480 ∣ 
[  epoch 0025/0030] 2250/4800, lr:6.3e-06 ∣ avg_100 : 5.125013 ∣ l2loss : 5.154667 ∣ 
[  epoch 0025/0030] 2260/4800, lr:6.3e-06 ∣ avg_100 : 5.124087 ∣ l2loss : 5.209548 ∣ 
[  epoch 0025/0030] 2270/4800, lr:6.3e-06 ∣ avg_100 : 5.124338 ∣ l2loss : 5.060231 ∣ 
[  epoch 0025/0030] 2280/4800, lr:6.3e-06 ∣ avg_100 : 5.128037 ∣ l2loss : 5.168682 ∣ 
[  epoch 0025/0030] 2290/4800, lr:6.3e-06 ∣ avg_100 : 5.126953 ∣ l2loss : 5.041148 ∣ 
[  epoch 0025/0030] 2300/4800, lr:6.3e-06 ∣ avg_100 : 5.127025 ∣ l2loss : 5.086666 ∣ 
[  epoch 0025/0030] 2310/4800, lr:6.3e-06 ∣ avg_100 : 5.124732 ∣ l2loss : 4.960717 ∣ 
[  epoch 0025/0030] 2320/4800, lr:6.3e-06 ∣ avg_100 : 5.127019 ∣ l2loss : 5.218791 ∣ 
[  epoch 0025/0030] 2330/4800, lr:6.3e-06 ∣ avg_100 : 5.125024 ∣ l2loss : 5.083082 ∣ 
[  epoch 0025/0030] 2340/4800, lr:6.3e-06 ∣ avg_100 : 5.126521 ∣ l2loss : 5.243068 ∣ 
[  epoch 0025/0030] 2350/4800, lr:6.3e-06 ∣ avg_100 : 5.125167 ∣ l2loss : 5.054718 ∣ 
[  epoch 0025/0030] 2360/4800, lr:6.3e-06 ∣ avg_100 : 5.124716 ∣ l2loss : 5.137409 ∣ 
[  epoch 0025/0030] 2370/4800, lr:6.3e-06 ∣ avg_100 : 5.120599 ∣ l2loss : 4.953734 ∣ 
[  epoch 0025/0030] 2380/4800, lr:6.3e-06 ∣ avg_100 : 5.122964 ∣ l2loss : 5.287422 ∣ 
[  epoch 0025/0030] 2390/4800, lr:6.3e-06 ∣ avg_100 : 5.124812 ∣ l2loss : 5.386198 ∣ 
[  epoch 0025/0030] 2400/4800, lr:6.3e-06 ∣ avg_100 : 5.124508 ∣ l2loss : 4.902916 ∣ 
[  epoch 0025/0030] 2410/4800, lr:6.3e-06 ∣ avg_100 : 5.125177 ∣ l2loss : 5.191238 ∣ 
[  epoch 0025/0030] 2420/4800, lr:6.3e-06 ∣ avg_100 : 5.124124 ∣ l2loss : 4.969890 ∣ 
[  epoch 0025/0030] 2430/4800, lr:6.3e-06 ∣ avg_100 : 5.126075 ∣ l2loss : 5.177277 ∣ 
[  epoch 0025/0030] 2440/4800, lr:6.3e-06 ∣ avg_100 : 5.124734 ∣ l2loss : 4.984480 ∣ 
[  epoch 0025/0030] 2450/4800, lr:6.3e-06 ∣ avg_100 : 5.124630 ∣ l2loss : 5.174916 ∣ 
[  epoch 0025/0030] 2460/4800, lr:6.3e-06 ∣ avg_100 : 5.124338 ∣ l2loss : 5.097999 ∣ 
[  epoch 0025/0030] 2470/4800, lr:6.3e-06 ∣ avg_100 : 5.125208 ∣ l2loss : 5.282754 ∣ 
[  epoch 0025/0030] 2480/4800, lr:6.3e-06 ∣ avg_100 : 5.128449 ∣ l2loss : 5.217693 ∣ 
[  epoch 0025/0030] 2490/4800, lr:6.3e-06 ∣ avg_100 : 5.128415 ∣ l2loss : 5.022928 ∣ 
[  epoch 0025/0030] 2500/4800, lr:6.3e-06 ∣ avg_100 : 5.128975 ∣ l2loss : 5.047002 ∣ 
[  epoch 0025/0030] 2510/4800, lr:6.3e-06 ∣ avg_100 : 5.128087 ∣ l2loss : 5.120831 ∣ 
[  epoch 0025/0030] 2520/4800, lr:6.3e-06 ∣ avg_100 : 5.131176 ∣ l2loss : 5.268688 ∣ 
[  epoch 0025/0030] 2530/4800, lr:6.3e-06 ∣ avg_100 : 5.130594 ∣ l2loss : 5.346545 ∣ 
[  epoch 0025/0030] 2540/4800, lr:6.3e-06 ∣ avg_100 : 5.131205 ∣ l2loss : 5.156468 ∣ 
[  epoch 0025/0030] 2550/4800, lr:6.3e-06 ∣ avg_100 : 5.130994 ∣ l2loss : 5.179081 ∣ 
[  epoch 0025/0030] 2560/4800, lr:6.3e-06 ∣ avg_100 : 5.130582 ∣ l2loss : 4.944853 ∣ 
[  epoch 0025/0030] 2570/4800, lr:6.3e-06 ∣ avg_100 : 5.131455 ∣ l2loss : 5.089313 ∣ 
[  epoch 0025/0030] 2580/4800, lr:6.3e-06 ∣ avg_100 : 5.131462 ∣ l2loss : 5.191323 ∣ 
[  epoch 0025/0030] 2590/4800, lr:6.3e-06 ∣ avg_100 : 5.134295 ∣ l2loss : 5.305014 ∣ 
[  epoch 0025/0030] 2600/4800, lr:6.3e-06 ∣ avg_100 : 5.135138 ∣ l2loss : 5.372289 ∣ 
[  epoch 0025/0030] 2610/4800, lr:6.3e-06 ∣ avg_100 : 5.136850 ∣ l2loss : 5.229729 ∣ 
[  epoch 0025/0030] 2620/4800, lr:6.3e-06 ∣ avg_100 : 5.134441 ∣ l2loss : 5.007402 ∣ 
[  epoch 0025/0030] 2630/4800, lr:6.3e-06 ∣ avg_100 : 5.133563 ∣ l2loss : 4.976468 ∣ 
[  epoch 0025/0030] 2640/4800, lr:6.3e-06 ∣ avg_100 : 5.132365 ∣ l2loss : 4.917973 ∣ 
[  epoch 0025/0030] 2650/4800, lr:6.3e-06 ∣ avg_100 : 5.128246 ∣ l2loss : 4.902409 ∣ 
[  epoch 0025/0030] 2660/4800, lr:6.3e-06 ∣ avg_100 : 5.127587 ∣ l2loss : 5.019950 ∣ 
[  epoch 0025/0030] 2670/4800, lr:6.3e-06 ∣ avg_100 : 5.127239 ∣ l2loss : 5.027152 ∣ 
[  epoch 0025/0030] 2680/4800, lr:6.3e-06 ∣ avg_100 : 5.126251 ∣ l2loss : 5.133542 ∣ 
[  epoch 0025/0030] 2690/4800, lr:6.3e-06 ∣ avg_100 : 5.129792 ∣ l2loss : 5.257111 ∣ 
[  epoch 0025/0030] 2700/4800, lr:6.3e-06 ∣ avg_100 : 5.128721 ∣ l2loss : 5.063982 ∣ 
[  epoch 0025/0030] 2710/4800, lr:6.3e-06 ∣ avg_100 : 5.127743 ∣ l2loss : 5.116315 ∣ 
[  epoch 0025/0030] 2720/4800, lr:6.3e-06 ∣ avg_100 : 5.128599 ∣ l2loss : 5.220670 ∣ 
[  epoch 0025/0030] 2730/4800, lr:6.3e-06 ∣ avg_100 : 5.127490 ∣ l2loss : 5.311557 ∣ 
[  epoch 0025/0030] 2740/4800, lr:6.3e-06 ∣ avg_100 : 5.125922 ∣ l2loss : 5.093139 ∣ 
[  epoch 0025/0030] 2750/4800, lr:6.3e-06 ∣ avg_100 : 5.123586 ∣ l2loss : 4.898790 ∣ 
[  epoch 0025/0030] 2760/4800, lr:6.3e-06 ∣ avg_100 : 5.125880 ∣ l2loss : 5.236388 ∣ 
[  epoch 0025/0030] 2770/4800, lr:6.3e-06 ∣ avg_100 : 5.125432 ∣ l2loss : 4.972353 ∣ 
[  epoch 0025/0030] 2780/4800, lr:6.3e-06 ∣ avg_100 : 5.125764 ∣ l2loss : 5.246195 ∣ 
[  epoch 0025/0030] 2790/4800, lr:6.3e-06 ∣ avg_100 : 5.124469 ∣ l2loss : 5.060629 ∣ 
[  epoch 0025/0030] 2800/4800, lr:6.3e-06 ∣ avg_100 : 5.124135 ∣ l2loss : 5.115248 ∣ 
[  epoch 0025/0030] 2810/4800, lr:6.3e-06 ∣ avg_100 : 5.122195 ∣ l2loss : 4.902895 ∣ 
[  epoch 0025/0030] 2820/4800, lr:6.3e-06 ∣ avg_100 : 5.124228 ∣ l2loss : 5.310042 ∣ 
[  epoch 0025/0030] 2830/4800, lr:6.3e-06 ∣ avg_100 : 5.124882 ∣ l2loss : 5.163487 ∣ 
[  epoch 0025/0030] 2840/4800, lr:6.3e-06 ∣ avg_100 : 5.128887 ∣ l2loss : 5.435610 ∣ 
[  epoch 0025/0030] 2850/4800, lr:6.3e-06 ∣ avg_100 : 5.128302 ∣ l2loss : 5.042593 ∣ 
[  epoch 0025/0030] 2860/4800, lr:6.3e-06 ∣ avg_100 : 5.129793 ∣ l2loss : 5.216443 ∣ 
[  epoch 0025/0030] 2870/4800, lr:6.3e-06 ∣ avg_100 : 5.128879 ∣ l2loss : 4.781284 ∣ 
[  epoch 0025/0030] 2880/4800, lr:6.3e-06 ∣ avg_100 : 5.131156 ∣ l2loss : 5.250314 ∣ 
[  epoch 0025/0030] 2890/4800, lr:6.3e-06 ∣ avg_100 : 5.130104 ∣ l2loss : 5.219833 ∣ 
[  epoch 0025/0030] 2900/4800, lr:6.3e-06 ∣ avg_100 : 5.130704 ∣ l2loss : 5.121856 ∣ 
[  epoch 0025/0030] 2910/4800, lr:6.3e-06 ∣ avg_100 : 5.127669 ∣ l2loss : 5.045536 ∣ 
[  epoch 0025/0030] 2920/4800, lr:6.3e-06 ∣ avg_100 : 5.127520 ∣ l2loss : 5.092396 ∣ 
[  epoch 0025/0030] 2930/4800, lr:6.3e-06 ∣ avg_100 : 5.125333 ∣ l2loss : 5.010730 ∣ 
[  epoch 0025/0030] 2940/4800, lr:6.3e-06 ∣ avg_100 : 5.124627 ∣ l2loss : 5.002341 ∣ 
[  epoch 0025/0030] 2950/4800, lr:6.3e-06 ∣ avg_100 : 5.124998 ∣ l2loss : 5.098445 ∣ 
[  epoch 0025/0030] 2960/4800, lr:6.3e-06 ∣ avg_100 : 5.124624 ∣ l2loss : 5.126039 ∣ 
[  epoch 0025/0030] 2970/4800, lr:6.3e-06 ∣ avg_100 : 5.122773 ∣ l2loss : 4.984238 ∣ 
[  epoch 0025/0030] 2980/4800, lr:6.3e-06 ∣ avg_100 : 5.120931 ∣ l2loss : 5.085611 ∣ 
[  epoch 0025/0030] 2990/4800, lr:6.3e-06 ∣ avg_100 : 5.120225 ∣ l2loss : 5.134214 ∣ 
[  epoch 0025/0030] 3000/4800, lr:6.3e-06 ∣ avg_100 : 5.121308 ∣ l2loss : 5.015084 ∣ 
[  epoch 0025/0030] 3010/4800, lr:6.3e-06 ∣ avg_100 : 5.123713 ∣ l2loss : 5.203927 ∣ 
[  epoch 0025/0030] 3020/4800, lr:6.3e-06 ∣ avg_100 : 5.123029 ∣ l2loss : 4.980568 ∣ 
[  epoch 0025/0030] 3030/4800, lr:6.3e-06 ∣ avg_100 : 5.123908 ∣ l2loss : 5.257861 ∣ 
[  epoch 0025/0030] 3040/4800, lr:6.3e-06 ∣ avg_100 : 5.119469 ∣ l2loss : 4.777509 ∣ 
[  epoch 0025/0030] 3050/4800, lr:6.3e-06 ∣ avg_100 : 5.118868 ∣ l2loss : 5.012311 ∣ 
[  epoch 0025/0030] 3060/4800, lr:6.3e-06 ∣ avg_100 : 5.121286 ∣ l2loss : 5.335023 ∣ 
[  epoch 0025/0030] 3070/4800, lr:6.3e-06 ∣ avg_100 : 5.121346 ∣ l2loss : 5.119173 ∣ 
[  epoch 0025/0030] 3080/4800, lr:6.3e-06 ∣ avg_100 : 5.118489 ∣ l2loss : 4.943510 ∣ 
[  epoch 0025/0030] 3090/4800, lr:6.3e-06 ∣ avg_100 : 5.118048 ∣ l2loss : 5.130518 ∣ 
[  epoch 0025/0030] 3100/4800, lr:6.3e-06 ∣ avg_100 : 5.112074 ∣ l2loss : 4.899466 ∣ 
[  epoch 0025/0030] 3110/4800, lr:6.3e-06 ∣ avg_100 : 5.108628 ∣ l2loss : 4.992821 ∣ 
[  epoch 0025/0030] 3120/4800, lr:6.3e-06 ∣ avg_100 : 5.108517 ∣ l2loss : 5.188645 ∣ 
[  epoch 0025/0030] 3130/4800, lr:6.3e-06 ∣ avg_100 : 5.111951 ∣ l2loss : 5.225515 ∣ 
[  epoch 0025/0030] 3140/4800, lr:6.3e-06 ∣ avg_100 : 5.108659 ∣ l2loss : 4.990345 ∣ 
[  epoch 0025/0030] 3150/4800, lr:6.3e-06 ∣ avg_100 : 5.109160 ∣ l2loss : 5.127580 ∣ 
[  epoch 0025/0030] 3160/4800, lr:6.3e-06 ∣ avg_100 : 5.106584 ∣ l2loss : 4.918990 ∣ 
[  epoch 0025/0030] 3170/4800, lr:6.3e-06 ∣ avg_100 : 5.106255 ∣ l2loss : 4.946254 ∣ 
[  epoch 0025/0030] 3180/4800, lr:6.3e-06 ∣ avg_100 : 5.108185 ∣ l2loss : 5.219600 ∣ 
[  epoch 0025/0030] 3190/4800, lr:6.3e-06 ∣ avg_100 : 5.109017 ∣ l2loss : 5.105398 ∣ 
[  epoch 0025/0030] 3200/4800, lr:6.3e-06 ∣ avg_100 : 5.110293 ∣ l2loss : 5.244243 ∣ 
[  epoch 0025/0030] 3210/4800, lr:6.3e-06 ∣ avg_100 : 5.111147 ∣ l2loss : 5.239276 ∣ 
[  epoch 0025/0030] 3220/4800, lr:6.3e-06 ∣ avg_100 : 5.110867 ∣ l2loss : 5.142619 ∣ 
[  epoch 0025/0030] 3230/4800, lr:6.3e-06 ∣ avg_100 : 5.113254 ∣ l2loss : 5.238189 ∣ 
[  epoch 0025/0030] 3240/4800, lr:6.3e-06 ∣ avg_100 : 5.113151 ∣ l2loss : 5.140241 ∣ 
[  epoch 0025/0030] 3250/4800, lr:6.3e-06 ∣ avg_100 : 5.110676 ∣ l2loss : 4.907159 ∣ 
[  epoch 0025/0030] 3260/4800, lr:6.3e-06 ∣ avg_100 : 5.109050 ∣ l2loss : 5.046930 ∣ 
[  epoch 0025/0030] 3270/4800, lr:6.3e-06 ∣ avg_100 : 5.109826 ∣ l2loss : 5.137847 ∣ 
[  epoch 0025/0030] 3280/4800, lr:6.3e-06 ∣ avg_100 : 5.109311 ∣ l2loss : 5.117127 ∣ 
[  epoch 0025/0030] 3290/4800, lr:6.3e-06 ∣ avg_100 : 5.109058 ∣ l2loss : 5.015900 ∣ 
[  epoch 0025/0030] 3300/4800, lr:6.3e-06 ∣ avg_100 : 5.110178 ∣ l2loss : 5.198586 ∣ 
[  epoch 0025/0030] 3310/4800, lr:6.3e-06 ∣ avg_100 : 5.111592 ∣ l2loss : 5.102166 ∣ 
[  epoch 0025/0030] 3320/4800, lr:6.3e-06 ∣ avg_100 : 5.111215 ∣ l2loss : 5.181120 ∣ 
[  epoch 0025/0030] 3330/4800, lr:6.3e-06 ∣ avg_100 : 5.111689 ∣ l2loss : 5.130478 ∣ 
[  epoch 0025/0030] 3340/4800, lr:6.3e-06 ∣ avg_100 : 5.110477 ∣ l2loss : 5.121863 ∣ 
[  epoch 0025/0030] 3350/4800, lr:6.3e-06 ∣ avg_100 : 5.111676 ∣ l2loss : 5.174621 ∣ 
[  epoch 0025/0030] 3360/4800, lr:6.3e-06 ∣ avg_100 : 5.111857 ∣ l2loss : 5.155470 ∣ 
[  epoch 0025/0030] 3370/4800, lr:6.3e-06 ∣ avg_100 : 5.112635 ∣ l2loss : 5.031519 ∣ 
[  epoch 0025/0030] 3380/4800, lr:6.3e-06 ∣ avg_100 : 5.111406 ∣ l2loss : 5.164594 ∣ 
[  epoch 0025/0030] 3390/4800, lr:6.3e-06 ∣ avg_100 : 5.108544 ∣ l2loss : 5.099993 ∣ 
[  epoch 0025/0030] 3400/4800, lr:6.3e-06 ∣ avg_100 : 5.110982 ∣ l2loss : 5.146628 ∣ 
[  epoch 0025/0030] 3410/4800, lr:6.3e-06 ∣ avg_100 : 5.113011 ∣ l2loss : 5.394219 ∣ 
[  epoch 0025/0030] 3420/4800, lr:6.3e-06 ∣ avg_100 : 5.114247 ∣ l2loss : 5.093481 ∣ 
[  epoch 0025/0030] 3430/4800, lr:6.3e-06 ∣ avg_100 : 5.110580 ∣ l2loss : 4.810544 ∣ 
[  epoch 0025/0030] 3440/4800, lr:6.3e-06 ∣ avg_100 : 5.111723 ∣ l2loss : 5.098778 ∣ 
[  epoch 0025/0030] 3450/4800, lr:6.3e-06 ∣ avg_100 : 5.109794 ∣ l2loss : 4.982038 ∣ 
[  epoch 0025/0030] 3460/4800, lr:6.3e-06 ∣ avg_100 : 5.110959 ∣ l2loss : 5.214455 ∣ 
[  epoch 0025/0030] 3470/4800, lr:6.3e-06 ∣ avg_100 : 5.108758 ∣ l2loss : 5.062714 ∣ 
[  epoch 0025/0030] 3480/4800, lr:6.3e-06 ∣ avg_100 : 5.105875 ∣ l2loss : 4.929414 ∣ 
[  epoch 0025/0030] 3490/4800, lr:6.3e-06 ∣ avg_100 : 5.107438 ∣ l2loss : 5.179196 ∣ 
[  epoch 0025/0030] 3500/4800, lr:6.3e-06 ∣ avg_100 : 5.108499 ∣ l2loss : 5.153067 ∣ 
[  epoch 0025/0030] 3510/4800, lr:6.3e-06 ∣ avg_100 : 5.108790 ∣ l2loss : 5.149924 ∣ 
[  epoch 0025/0030] 3520/4800, lr:6.3e-06 ∣ avg_100 : 5.105758 ∣ l2loss : 4.965517 ∣ 
[  epoch 0025/0030] 3530/4800, lr:6.3e-06 ∣ avg_100 : 5.102812 ∣ l2loss : 5.051943 ∣ 
[  epoch 0025/0030] 3540/4800, lr:6.3e-06 ∣ avg_100 : 5.102549 ∣ l2loss : 5.130140 ∣ 
[  epoch 0025/0030] 3550/4800, lr:6.3e-06 ∣ avg_100 : 5.102454 ∣ l2loss : 5.169591 ∣ 
[  epoch 0025/0030] 3560/4800, lr:6.3e-06 ∣ avg_100 : 5.104201 ∣ l2loss : 5.119563 ∣ 
[  epoch 0025/0030] 3570/4800, lr:6.3e-06 ∣ avg_100 : 5.106114 ∣ l2loss : 5.280646 ∣ 
[  epoch 0025/0030] 3580/4800, lr:6.3e-06 ∣ avg_100 : 5.105034 ∣ l2loss : 5.083263 ∣ 
[  epoch 0025/0030] 3590/4800, lr:6.3e-06 ∣ avg_100 : 5.102875 ∣ l2loss : 5.089180 ∣ 
[  epoch 0025/0030] 3600/4800, lr:6.3e-06 ∣ avg_100 : 5.100546 ∣ l2loss : 5.139381 ∣ 
[  epoch 0025/0030] 3610/4800, lr:6.3e-06 ∣ avg_100 : 5.099987 ∣ l2loss : 5.173843 ∣ 
[  epoch 0025/0030] 3620/4800, lr:6.3e-06 ∣ avg_100 : 5.101541 ∣ l2loss : 5.162810 ∣ 
[  epoch 0025/0030] 3630/4800, lr:6.3e-06 ∣ avg_100 : 5.105174 ∣ l2loss : 5.339763 ∣ 
[  epoch 0025/0030] 3640/4800, lr:6.3e-06 ∣ avg_100 : 5.107751 ∣ l2loss : 5.175606 ∣ 
[  epoch 0025/0030] 3650/4800, lr:6.3e-06 ∣ avg_100 : 5.111594 ∣ l2loss : 5.286731 ∣ 
[  epoch 0025/0030] 3660/4800, lr:6.3e-06 ∣ avg_100 : 5.112535 ∣ l2loss : 5.114033 ∣ 
[  epoch 0025/0030] 3670/4800, lr:6.3e-06 ∣ avg_100 : 5.111621 ∣ l2loss : 4.935810 ∣ 
[  epoch 0025/0030] 3680/4800, lr:6.3e-06 ∣ avg_100 : 5.107186 ∣ l2loss : 4.689982 ∣ 
[  epoch 0025/0030] 3690/4800, lr:6.3e-06 ∣ avg_100 : 5.103483 ∣ l2loss : 4.886790 ∣ 
[  epoch 0025/0030] 3700/4800, lr:6.3e-06 ∣ avg_100 : 5.104724 ∣ l2loss : 5.188139 ∣ 
[  epoch 0025/0030] 3710/4800, lr:6.3e-06 ∣ avg_100 : 5.107326 ∣ l2loss : 5.376462 ∣ 
[  epoch 0025/0030] 3720/4800, lr:6.3e-06 ∣ avg_100 : 5.102923 ∣ l2loss : 4.780428 ∣ 
[  epoch 0025/0030] 3730/4800, lr:6.3e-06 ∣ avg_100 : 5.100970 ∣ l2loss : 5.116233 ∣ 
[  epoch 0025/0030] 3740/4800, lr:6.3e-06 ∣ avg_100 : 5.101979 ∣ l2loss : 5.193999 ∣ 
[  epoch 0025/0030] 3750/4800, lr:6.3e-06 ∣ avg_100 : 5.102710 ∣ l2loss : 4.971892 ∣ 
[  epoch 0025/0030] 3760/4800, lr:6.3e-06 ∣ avg_100 : 5.104489 ∣ l2loss : 5.414364 ∣ 
[  epoch 0025/0030] 3770/4800, lr:6.3e-06 ∣ avg_100 : 5.105481 ∣ l2loss : 5.071530 ∣ 
[  epoch 0025/0030] 3780/4800, lr:6.3e-06 ∣ avg_100 : 5.103766 ∣ l2loss : 5.074638 ∣ 
[  epoch 0025/0030] 3790/4800, lr:6.3e-06 ∣ avg_100 : 5.100519 ∣ l2loss : 4.735978 ∣ 
[  epoch 0025/0030] 3800/4800, lr:6.3e-06 ∣ avg_100 : 5.099943 ∣ l2loss : 5.057616 ∣ 
[  epoch 0025/0030] 3810/4800, lr:6.3e-06 ∣ avg_100 : 5.102413 ∣ l2loss : 5.149973 ∣ 
[  epoch 0025/0030] 3820/4800, lr:6.3e-06 ∣ avg_100 : 5.100310 ∣ l2loss : 5.099695 ∣ 
[  epoch 0025/0030] 3830/4800, lr:6.3e-06 ∣ avg_100 : 5.099855 ∣ l2loss : 5.117942 ∣ 
[  epoch 0025/0030] 3840/4800, lr:6.3e-06 ∣ avg_100 : 5.098629 ∣ l2loss : 5.313008 ∣ 
[  epoch 0025/0030] 3850/4800, lr:6.3e-06 ∣ avg_100 : 5.099588 ∣ l2loss : 5.138558 ∣ 
[  epoch 0025/0030] 3860/4800, lr:6.3e-06 ∣ avg_100 : 5.099337 ∣ l2loss : 5.191361 ∣ 
[  epoch 0025/0030] 3870/4800, lr:6.3e-06 ∣ avg_100 : 5.102390 ∣ l2loss : 5.086556 ∣ 
[  epoch 0025/0030] 3880/4800, lr:6.3e-06 ∣ avg_100 : 5.100757 ∣ l2loss : 5.086993 ∣ 
[  epoch 0025/0030] 3890/4800, lr:6.3e-06 ∣ avg_100 : 5.100752 ∣ l2loss : 5.219358 ∣ 
[  epoch 0025/0030] 3900/4800, lr:6.3e-06 ∣ avg_100 : 5.100507 ∣ l2loss : 5.097341 ∣ 
[  epoch 0025/0030] 3910/4800, lr:6.3e-06 ∣ avg_100 : 5.101227 ∣ l2loss : 5.117534 ∣ 
[  epoch 0025/0030] 3920/4800, lr:6.3e-06 ∣ avg_100 : 5.100828 ∣ l2loss : 5.052455 ∣ 
[  epoch 0025/0030] 3930/4800, lr:6.3e-06 ∣ avg_100 : 5.101593 ∣ l2loss : 5.087292 ∣ 
[  epoch 0025/0030] 3940/4800, lr:6.3e-06 ∣ avg_100 : 5.102361 ∣ l2loss : 5.079157 ∣ 
[  epoch 0025/0030] 3950/4800, lr:6.3e-06 ∣ avg_100 : 5.104481 ∣ l2loss : 5.310432 ∣ 
[  epoch 0025/0030] 3960/4800, lr:6.3e-06 ∣ avg_100 : 5.106260 ∣ l2loss : 5.303965 ∣ 
[  epoch 0025/0030] 3970/4800, lr:6.3e-06 ∣ avg_100 : 5.107249 ∣ l2loss : 5.083130 ∣ 
[  epoch 0025/0030] 3980/4800, lr:6.3e-06 ∣ avg_100 : 5.106586 ∣ l2loss : 5.019246 ∣ 
[  epoch 0025/0030] 3990/4800, lr:6.3e-06 ∣ avg_100 : 5.108789 ∣ l2loss : 5.354557 ∣ 
[  epoch 0025/0030] 4000/4800, lr:6.3e-06 ∣ avg_100 : 5.110752 ∣ l2loss : 5.211347 ∣ 
[  epoch 0025/0030] 4010/4800, lr:6.3e-06 ∣ avg_100 : 5.110546 ∣ l2loss : 5.183357 ∣ 
[  epoch 0025/0030] 4020/4800, lr:6.3e-06 ∣ avg_100 : 5.111587 ∣ l2loss : 5.084643 ∣ 
[  epoch 0025/0030] 4030/4800, lr:6.3e-06 ∣ avg_100 : 5.113040 ∣ l2loss : 5.403183 ∣ 
[  epoch 0025/0030] 4040/4800, lr:6.3e-06 ∣ avg_100 : 5.114254 ∣ l2loss : 4.898904 ∣ 
[  epoch 0025/0030] 4050/4800, lr:6.3e-06 ∣ avg_100 : 5.114462 ∣ l2loss : 5.033146 ∣ 
[  epoch 0025/0030] 4060/4800, lr:6.3e-06 ∣ avg_100 : 5.109806 ∣ l2loss : 4.869398 ∣ 
[  epoch 0025/0030] 4070/4800, lr:6.3e-06 ∣ avg_100 : 5.109758 ∣ l2loss : 5.114380 ∣ 
[  epoch 0025/0030] 4080/4800, lr:6.3e-06 ∣ avg_100 : 5.111339 ∣ l2loss : 5.101545 ∣ 
[  epoch 0025/0030] 4090/4800, lr:6.3e-06 ∣ avg_100 : 5.112576 ∣ l2loss : 5.254287 ∣ 
[  epoch 0025/0030] 4100/4800, lr:6.3e-06 ∣ avg_100 : 5.114061 ∣ l2loss : 5.047981 ∣ 
[  epoch 0025/0030] 4110/4800, lr:6.3e-06 ∣ avg_100 : 5.114976 ∣ l2loss : 5.084298 ∣ 
[  epoch 0025/0030] 4120/4800, lr:6.3e-06 ∣ avg_100 : 5.112985 ∣ l2loss : 4.989549 ∣ 
[  epoch 0025/0030] 4130/4800, lr:6.3e-06 ∣ avg_100 : 5.111742 ∣ l2loss : 5.101156 ∣ 
[  epoch 0025/0030] 4140/4800, lr:6.3e-06 ∣ avg_100 : 5.114135 ∣ l2loss : 5.229691 ∣ 
[  epoch 0025/0030] 4150/4800, lr:6.3e-06 ∣ avg_100 : 5.111597 ∣ l2loss : 4.873801 ∣ 
[  epoch 0025/0030] 4160/4800, lr:6.3e-06 ∣ avg_100 : 5.113586 ∣ l2loss : 5.117838 ∣ 
[  epoch 0025/0030] 4170/4800, lr:6.3e-06 ∣ avg_100 : 5.115963 ∣ l2loss : 5.184009 ∣ 
[  epoch 0025/0030] 4180/4800, lr:6.3e-06 ∣ avg_100 : 5.114521 ∣ l2loss : 5.075419 ∣ 
[  epoch 0025/0030] 4190/4800, lr:6.3e-06 ∣ avg_100 : 5.112623 ∣ l2loss : 4.915592 ∣ 
[  epoch 0025/0030] 4200/4800, lr:6.3e-06 ∣ avg_100 : 5.110369 ∣ l2loss : 5.018790 ∣ 
[  epoch 0025/0030] 4210/4800, lr:6.3e-06 ∣ avg_100 : 5.109689 ∣ l2loss : 5.171262 ∣ 
[  epoch 0025/0030] 4220/4800, lr:6.3e-06 ∣ avg_100 : 5.109141 ∣ l2loss : 5.087835 ∣ 
[  epoch 0025/0030] 4230/4800, lr:6.3e-06 ∣ avg_100 : 5.106208 ∣ l2loss : 4.944870 ∣ 
[  epoch 0025/0030] 4240/4800, lr:6.3e-06 ∣ avg_100 : 5.105671 ∣ l2loss : 5.086552 ∣ 
[  epoch 0025/0030] 4250/4800, lr:6.3e-06 ∣ avg_100 : 5.106623 ∣ l2loss : 5.002400 ∣ 
[  epoch 0025/0030] 4260/4800, lr:6.3e-06 ∣ avg_100 : 5.111154 ∣ l2loss : 5.500020 ∣ 
[  epoch 0025/0030] 4270/4800, lr:6.3e-06 ∣ avg_100 : 5.112635 ∣ l2loss : 5.285968 ∣ 
[  epoch 0025/0030] 4280/4800, lr:6.3e-06 ∣ avg_100 : 5.112844 ∣ l2loss : 5.137969 ∣ 
[  epoch 0025/0030] 4290/4800, lr:6.3e-06 ∣ avg_100 : 5.112841 ∣ l2loss : 5.015669 ∣ 
[  epoch 0025/0030] 4300/4800, lr:6.3e-06 ∣ avg_100 : 5.112728 ∣ l2loss : 5.187216 ∣ 
[  epoch 0025/0030] 4310/4800, lr:6.3e-06 ∣ avg_100 : 5.110611 ∣ l2loss : 4.890464 ∣ 
[  epoch 0025/0030] 4320/4800, lr:6.3e-06 ∣ avg_100 : 5.110387 ∣ l2loss : 5.158796 ∣ 
[  epoch 0025/0030] 4330/4800, lr:6.3e-06 ∣ avg_100 : 5.109159 ∣ l2loss : 5.007630 ∣ 
[  epoch 0025/0030] 4340/4800, lr:6.3e-06 ∣ avg_100 : 5.108744 ∣ l2loss : 5.080408 ∣ 
[  epoch 0025/0030] 4350/4800, lr:6.3e-06 ∣ avg_100 : 5.108752 ∣ l2loss : 5.175412 ∣ 
[  epoch 0025/0030] 4360/4800, lr:6.3e-06 ∣ avg_100 : 5.107459 ∣ l2loss : 5.026101 ∣ 
[  epoch 0025/0030] 4370/4800, lr:6.3e-06 ∣ avg_100 : 5.108251 ∣ l2loss : 5.110775 ∣ 
[  epoch 0025/0030] 4380/4800, lr:6.3e-06 ∣ avg_100 : 5.107633 ∣ l2loss : 5.102766 ∣ 
[  epoch 0025/0030] 4390/4800, lr:6.3e-06 ∣ avg_100 : 5.107126 ∣ l2loss : 5.049316 ∣ 
[  epoch 0025/0030] 4400/4800, lr:6.3e-06 ∣ avg_100 : 5.106238 ∣ l2loss : 5.057828 ∣ 
[  epoch 0025/0030] 4410/4800, lr:6.3e-06 ∣ avg_100 : 5.102090 ∣ l2loss : 4.979402 ∣ 
[  epoch 0025/0030] 4420/4800, lr:6.3e-06 ∣ avg_100 : 5.099569 ∣ l2loss : 4.841377 ∣ 
[  epoch 0025/0030] 4430/4800, lr:6.3e-06 ∣ avg_100 : 5.101308 ∣ l2loss : 4.984449 ∣ 
[  epoch 0025/0030] 4440/4800, lr:6.3e-06 ∣ avg_100 : 5.100118 ∣ l2loss : 4.979796 ∣ 
[  epoch 0025/0030] 4450/4800, lr:6.3e-06 ∣ avg_100 : 5.102965 ∣ l2loss : 5.266757 ∣ 
[  epoch 0025/0030] 4460/4800, lr:6.3e-06 ∣ avg_100 : 5.102591 ∣ l2loss : 5.176974 ∣ 
[  epoch 0025/0030] 4470/4800, lr:6.3e-06 ∣ avg_100 : 5.102876 ∣ l2loss : 5.091298 ∣ 
[  epoch 0025/0030] 4480/4800, lr:6.3e-06 ∣ avg_100 : 5.103422 ∣ l2loss : 4.983967 ∣ 
[  epoch 0025/0030] 4490/4800, lr:6.3e-06 ∣ avg_100 : 5.102524 ∣ l2loss : 5.089382 ∣ 
[  epoch 0025/0030] 4500/4800, lr:6.3e-06 ∣ avg_100 : 5.104119 ∣ l2loss : 5.312535 ∣ 
[  epoch 0025/0030] 4510/4800, lr:6.3e-06 ∣ avg_100 : 5.103742 ∣ l2loss : 5.112262 ∣ 
[  epoch 0025/0030] 4520/4800, lr:6.3e-06 ∣ avg_100 : 5.105242 ∣ l2loss : 5.115494 ∣ 
[  epoch 0025/0030] 4530/4800, lr:6.3e-06 ∣ avg_100 : 5.105022 ∣ l2loss : 5.029960 ∣ 
[  epoch 0025/0030] 4540/4800, lr:6.3e-06 ∣ avg_100 : 5.103694 ∣ l2loss : 4.997331 ∣ 
[  epoch 0025/0030] 4550/4800, lr:6.3e-06 ∣ avg_100 : 5.104479 ∣ l2loss : 5.248150 ∣ 
[  epoch 0025/0030] 4560/4800, lr:6.3e-06 ∣ avg_100 : 5.102414 ∣ l2loss : 4.913017 ∣ 
[  epoch 0025/0030] 4570/4800, lr:6.3e-06 ∣ avg_100 : 5.100646 ∣ l2loss : 5.103834 ∣ 
[  epoch 0025/0030] 4580/4800, lr:6.3e-06 ∣ avg_100 : 5.101043 ∣ l2loss : 5.122949 ∣ 
[  epoch 0025/0030] 4590/4800, lr:6.3e-06 ∣ avg_100 : 5.099002 ∣ l2loss : 4.885133 ∣ 
[  epoch 0025/0030] 4600/4800, lr:6.3e-06 ∣ avg_100 : 5.099649 ∣ l2loss : 5.204016 ∣ 
[  epoch 0025/0030] 4610/4800, lr:6.3e-06 ∣ avg_100 : 5.099695 ∣ l2loss : 5.178461 ∣ 
[  epoch 0025/0030] 4620/4800, lr:6.3e-06 ∣ avg_100 : 5.098479 ∣ l2loss : 5.041271 ∣ 
[  epoch 0025/0030] 4630/4800, lr:6.3e-06 ∣ avg_100 : 5.094281 ∣ l2loss : 4.919979 ∣ 
[  epoch 0025/0030] 4640/4800, lr:6.3e-06 ∣ avg_100 : 5.094049 ∣ l2loss : 5.152400 ∣ 
[  epoch 0025/0030] 4650/4800, lr:6.3e-06 ∣ avg_100 : 5.092692 ∣ l2loss : 5.150943 ∣ 
[  epoch 0025/0030] 4660/4800, lr:6.3e-06 ∣ avg_100 : 5.091830 ∣ l2loss : 5.027858 ∣ 
[  epoch 0025/0030] 4670/4800, lr:6.3e-06 ∣ avg_100 : 5.093745 ∣ l2loss : 5.127329 ∣ 
[  epoch 0025/0030] 4680/4800, lr:6.3e-06 ∣ avg_100 : 5.101449 ∣ l2loss : 5.460433 ∣ 
[  epoch 0025/0030] 4690/4800, lr:6.3e-06 ∣ avg_100 : 5.103878 ∣ l2loss : 5.129645 ∣ 
[  epoch 0025/0030] 4700/4800, lr:6.3e-06 ∣ avg_100 : 5.103634 ∣ l2loss : 5.163709 ∣ 
[  epoch 0025/0030] 4710/4800, lr:6.3e-06 ∣ avg_100 : 5.103318 ∣ l2loss : 5.344860 ∣ 
[  epoch 0025/0030] 4720/4800, lr:6.3e-06 ∣ avg_100 : 5.108665 ∣ l2loss : 5.315119 ∣ 
[  epoch 0025/0030] 4730/4800, lr:6.3e-06 ∣ avg_100 : 5.109461 ∣ l2loss : 5.195910 ∣ 
[  epoch 0025/0030] 4740/4800, lr:6.3e-06 ∣ avg_100 : 5.109258 ∣ l2loss : 5.173691 ∣ 
[  epoch 0025/0030] 4750/4800, lr:6.3e-06 ∣ avg_100 : 5.110128 ∣ l2loss : 5.058893 ∣ 
[  epoch 0025/0030] 4760/4800, lr:6.3e-06 ∣ avg_100 : 5.109573 ∣ l2loss : 5.358874 ∣ 
[  epoch 0025/0030] 4770/4800, lr:6.3e-06 ∣ avg_100 : 5.109313 ∣ l2loss : 5.045491 ∣ 
[  epoch 0025/0030] 4780/4800, lr:6.3e-06 ∣ avg_100 : 5.109006 ∣ l2loss : 5.043979 ∣ 
[  epoch 0025/0030] 4790/4800, lr:6.3e-06 ∣ avg_100 : 5.109862 ∣ l2loss : 4.821519 ∣ 
[  epoch 0025/0030] 4800/4800, lr:3.1e-06 ∣ avg_100 : 5.111458 ∣ l2loss : 5.217243 ∣ 
[    val 025    ] Done! PSNR : 36.27 dB, SSIM : 0.922total: 23:34:24                    
[  epoch 0026/0030] 0010/4800, lr:3.1e-06 ∣ avg_100 : 5.110843 ∣ l2loss : 5.088484 ∣ 
[  epoch 0026/0030] 0020/4800, lr:3.1e-06 ∣ avg_100 : 5.114760 ∣ l2loss : 5.491345 ∣ 
[  epoch 0026/0030] 0030/4800, lr:3.1e-06 ∣ avg_100 : 5.114395 ∣ l2loss : 5.081453 ∣ 
[  epoch 0026/0030] 0040/4800, lr:3.1e-06 ∣ avg_100 : 5.112077 ∣ l2loss : 5.081255 ∣ 
[  epoch 0026/0030] 0050/4800, lr:3.1e-06 ∣ avg_100 : 5.111028 ∣ l2loss : 5.033632 ∣ 
[  epoch 0026/0030] 0060/4800, lr:3.1e-06 ∣ avg_100 : 5.111230 ∣ l2loss : 5.211572 ∣ 
[  epoch 0026/0030] 0070/4800, lr:3.1e-06 ∣ avg_100 : 5.111191 ∣ l2loss : 5.082605 ∣ 
[  epoch 0026/0030] 0080/4800, lr:3.1e-06 ∣ avg_100 : 5.113628 ∣ l2loss : 5.330772 ∣ 
[  epoch 0026/0030] 0090/4800, lr:3.1e-06 ∣ avg_100 : 5.116538 ∣ l2loss : 5.510361 ∣ 
[  epoch 0026/0030] 0100/4800, lr:3.1e-06 ∣ avg_100 : 5.114983 ∣ l2loss : 4.941747 ∣ 
[  epoch 0026/0030] 0110/4800, lr:3.1e-06 ∣ avg_100 : 5.113537 ∣ l2loss : 4.972961 ∣ 
[  epoch 0026/0030] 0120/4800, lr:3.1e-06 ∣ avg_100 : 5.113722 ∣ l2loss : 5.070922 ∣ 
[  epoch 0026/0030] 0130/4800, lr:3.1e-06 ∣ avg_100 : 5.113877 ∣ l2loss : 5.102822 ∣ 
[  epoch 0026/0030] 0140/4800, lr:3.1e-06 ∣ avg_100 : 5.114372 ∣ l2loss : 5.128693 ∣ 
[  epoch 0026/0030] 0150/4800, lr:3.1e-06 ∣ avg_100 : 5.111985 ∣ l2loss : 5.071729 ∣ 
[  epoch 0026/0030] 0160/4800, lr:3.1e-06 ∣ avg_100 : 5.110062 ∣ l2loss : 5.111634 ∣ 
[  epoch 0026/0030] 0170/4800, lr:3.1e-06 ∣ avg_100 : 5.107885 ∣ l2loss : 4.865485 ∣ 
[  epoch 0026/0030] 0180/4800, lr:3.1e-06 ∣ avg_100 : 5.108132 ∣ l2loss : 5.043892 ∣ 
[  epoch 0026/0030] 0190/4800, lr:3.1e-06 ∣ avg_100 : 5.105938 ∣ l2loss : 5.135169 ∣ 
[  epoch 0026/0030] 0200/4800, lr:3.1e-06 ∣ avg_100 : 5.103740 ∣ l2loss : 4.991515 ∣ 
[  epoch 0026/0030] 0210/4800, lr:3.1e-06 ∣ avg_100 : 5.103588 ∣ l2loss : 5.168155 ∣ 
[  epoch 0026/0030] 0220/4800, lr:3.1e-06 ∣ avg_100 : 5.103272 ∣ l2loss : 5.053113 ∣ 
[  epoch 0026/0030] 0230/4800, lr:3.1e-06 ∣ avg_100 : 5.097785 ∣ l2loss : 4.854401 ∣ 
[  epoch 0026/0030] 0240/4800, lr:3.1e-06 ∣ avg_100 : 5.098748 ∣ l2loss : 4.995239 ∣ 
[  epoch 0026/0030] 0250/4800, lr:3.1e-06 ∣ avg_100 : 5.100367 ∣ l2loss : 5.195025 ∣ 
[  epoch 0026/0030] 0260/4800, lr:3.1e-06 ∣ avg_100 : 5.104606 ∣ l2loss : 5.293305 ∣ 
[  epoch 0026/0030] 0270/4800, lr:3.1e-06 ∣ avg_100 : 5.104147 ∣ l2loss : 5.068520 ∣ 
[  epoch 0026/0030] 0280/4800, lr:3.1e-06 ∣ avg_100 : 5.102141 ∣ l2loss : 4.900932 ∣ 
[  epoch 0026/0030] 0290/4800, lr:3.1e-06 ∣ avg_100 : 5.099522 ∣ l2loss : 4.992351 ∣ 
[  epoch 0026/0030] 0300/4800, lr:3.1e-06 ∣ avg_100 : 5.099157 ∣ l2loss : 5.011548 ∣ 
[  epoch 0026/0030] 0310/4800, lr:3.1e-06 ∣ avg_100 : 5.102514 ∣ l2loss : 5.419923 ∣ 
[  epoch 0026/0030] 0320/4800, lr:3.1e-06 ∣ avg_100 : 5.103841 ∣ l2loss : 5.122289 ∣ 
[  epoch 0026/0030] 0330/4800, lr:3.1e-06 ∣ avg_100 : 5.103775 ∣ l2loss : 5.094601 ∣ 
[  epoch 0026/0030] 0340/4800, lr:3.1e-06 ∣ avg_100 : 5.102388 ∣ l2loss : 5.090942 ∣ 
[  epoch 0026/0030] 0350/4800, lr:3.1e-06 ∣ avg_100 : 5.105332 ∣ l2loss : 5.168165 ∣ 
[  epoch 0026/0030] 0360/4800, lr:3.1e-06 ∣ avg_100 : 5.104057 ∣ l2loss : 4.990402 ∣ 
[  epoch 0026/0030] 0370/4800, lr:3.1e-06 ∣ avg_100 : 5.103412 ∣ l2loss : 5.119455 ∣ 
[  epoch 0026/0030] 0380/4800, lr:3.1e-06 ∣ avg_100 : 5.102331 ∣ l2loss : 4.967332 ∣ 
[  epoch 0026/0030] 0390/4800, lr:3.1e-06 ∣ avg_100 : 5.102345 ∣ l2loss : 4.917012 ∣ 
[  epoch 0026/0030] 0400/4800, lr:3.1e-06 ∣ avg_100 : 5.103806 ∣ l2loss : 5.164941 ∣ 
[  epoch 0026/0030] 0410/4800, lr:3.1e-06 ∣ avg_100 : 5.100809 ∣ l2loss : 4.871506 ∣ 
[  epoch 0026/0030] 0420/4800, lr:3.1e-06 ∣ avg_100 : 5.102740 ∣ l2loss : 5.280906 ∣ 
[  epoch 0026/0030] 0430/4800, lr:3.1e-06 ∣ avg_100 : 5.105437 ∣ l2loss : 5.214588 ∣ 
[  epoch 0026/0030] 0440/4800, lr:3.1e-06 ∣ avg_100 : 5.104129 ∣ l2loss : 4.955750 ∣ 
[  epoch 0026/0030] 0450/4800, lr:3.1e-06 ∣ avg_100 : 5.103678 ∣ l2loss : 4.957318 ∣ 
[  epoch 0026/0030] 0460/4800, lr:3.1e-06 ∣ avg_100 : 5.098020 ∣ l2loss : 4.934228 ∣ 
[  epoch 0026/0030] 0470/4800, lr:3.1e-06 ∣ avg_100 : 5.097020 ∣ l2loss : 5.185953 ∣ 
[  epoch 0026/0030] 0480/4800, lr:3.1e-06 ∣ avg_100 : 5.098557 ∣ l2loss : 5.291704 ∣ 
[  epoch 0026/0030] 0490/4800, lr:3.1e-06 ∣ avg_100 : 5.098734 ∣ l2loss : 5.033294 ∣ 
[  epoch 0026/0030] 0500/4800, lr:3.1e-06 ∣ avg_100 : 5.098223 ∣ l2loss : 5.136162 ∣ 
[  epoch 0026/0030] 0510/4800, lr:3.1e-06 ∣ avg_100 : 5.100606 ∣ l2loss : 5.128736 ∣ 
[  epoch 0026/0030] 0520/4800, lr:3.1e-06 ∣ avg_100 : 5.099502 ∣ l2loss : 5.048394 ∣ 
[  epoch 0026/0030] 0530/4800, lr:3.1e-06 ∣ avg_100 : 5.100384 ∣ l2loss : 5.095829 ∣ 
[  epoch 0026/0030] 0540/4800, lr:3.1e-06 ∣ avg_100 : 5.100850 ∣ l2loss : 5.127070 ∣ 
[  epoch 0026/0030] 0550/4800, lr:3.1e-06 ∣ avg_100 : 5.098450 ∣ l2loss : 4.935359 ∣ 
[  epoch 0026/0030] 0560/4800, lr:3.1e-06 ∣ avg_100 : 5.098840 ∣ l2loss : 5.065157 ∣ 
[  epoch 0026/0030] 0570/4800, lr:3.1e-06 ∣ avg_100 : 5.102007 ∣ l2loss : 5.427484 ∣ 
[  epoch 0026/0030] 0580/4800, lr:3.1e-06 ∣ avg_100 : 5.102458 ∣ l2loss : 5.147790 ∣ 
[  epoch 0026/0030] 0590/4800, lr:3.1e-06 ∣ avg_100 : 5.101654 ∣ l2loss : 4.968973 ∣ 
[  epoch 0026/0030] 0600/4800, lr:3.1e-06 ∣ avg_100 : 5.102087 ∣ l2loss : 5.101134 ∣ 
[  epoch 0026/0030] 0610/4800, lr:3.1e-06 ∣ avg_100 : 5.101650 ∣ l2loss : 4.935633 ∣ 
[  epoch 0026/0030] 0620/4800, lr:3.1e-06 ∣ avg_100 : 5.103421 ∣ l2loss : 5.018503 ∣ 
[  epoch 0026/0030] 0630/4800, lr:3.1e-06 ∣ avg_100 : 5.103826 ∣ l2loss : 5.025005 ∣ 
[  epoch 0026/0030] 0640/4800, lr:3.1e-06 ∣ avg_100 : 5.105421 ∣ l2loss : 5.139281 ∣ 
[  epoch 0026/0030] 0650/4800, lr:3.1e-06 ∣ avg_100 : 5.103079 ∣ l2loss : 5.032561 ∣ 
[  epoch 0026/0030] 0660/4800, lr:3.1e-06 ∣ avg_100 : 5.101158 ∣ l2loss : 4.984827 ∣ 
[  epoch 0026/0030] 0670/4800, lr:3.1e-06 ∣ avg_100 : 5.100014 ∣ l2loss : 4.976929 ∣ 
[  epoch 0026/0030] 0680/4800, lr:3.1e-06 ∣ avg_100 : 5.103706 ∣ l2loss : 5.353107 ∣ 
[  epoch 0026/0030] 0690/4800, lr:3.1e-06 ∣ avg_100 : 5.104509 ∣ l2loss : 5.169743 ∣ 
[  epoch 0026/0030] 0700/4800, lr:3.1e-06 ∣ avg_100 : 5.102364 ∣ l2loss : 5.098007 ∣ 
[  epoch 0026/0030] 0710/4800, lr:3.1e-06 ∣ avg_100 : 5.102326 ∣ l2loss : 5.108444 ∣ 
[  epoch 0026/0030] 0720/4800, lr:3.1e-06 ∣ avg_100 : 5.101290 ∣ l2loss : 5.011974 ∣ 
[  epoch 0026/0030] 0730/4800, lr:3.1e-06 ∣ avg_100 : 5.101784 ∣ l2loss : 5.079264 ∣ 
[  epoch 0026/0030] 0740/4800, lr:3.1e-06 ∣ avg_100 : 5.101693 ∣ l2loss : 4.988275 ∣ 
[  epoch 0026/0030] 0750/4800, lr:3.1e-06 ∣ avg_100 : 5.098349 ∣ l2loss : 4.913730 ∣ 
[  epoch 0026/0030] 0760/4800, lr:3.1e-06 ∣ avg_100 : 5.101406 ∣ l2loss : 5.218706 ∣ 
[  epoch 0026/0030] 0770/4800, lr:3.1e-06 ∣ avg_100 : 5.101423 ∣ l2loss : 5.105620 ∣ 
[  epoch 0026/0030] 0780/4800, lr:3.1e-06 ∣ avg_100 : 5.100131 ∣ l2loss : 4.993668 ∣ 
[  epoch 0026/0030] 0790/4800, lr:3.1e-06 ∣ avg_100 : 5.101601 ∣ l2loss : 5.032178 ∣ 
[  epoch 0026/0030] 0800/4800, lr:3.1e-06 ∣ avg_100 : 5.100828 ∣ l2loss : 5.126726 ∣ 
[  epoch 0026/0030] 0810/4800, lr:3.1e-06 ∣ avg_100 : 5.100688 ∣ l2loss : 5.164461 ∣ 
[  epoch 0026/0030] 0820/4800, lr:3.1e-06 ∣ avg_100 : 5.102098 ∣ l2loss : 5.182290 ∣ 
[  epoch 0026/0030] 0830/4800, lr:3.1e-06 ∣ avg_100 : 5.104423 ∣ l2loss : 5.152417 ∣ 
[  epoch 0026/0030] 0840/4800, lr:3.1e-06 ∣ avg_100 : 5.102736 ∣ l2loss : 4.983681 ∣ 
[  epoch 0026/0030] 0850/4800, lr:3.1e-06 ∣ avg_100 : 5.104040 ∣ l2loss : 5.281404 ∣ 
[  epoch 0026/0030] 0860/4800, lr:3.1e-06 ∣ avg_100 : 5.106136 ∣ l2loss : 5.237397 ∣ 
[  epoch 0026/0030] 0870/4800, lr:3.1e-06 ∣ avg_100 : 5.104821 ∣ l2loss : 4.995887 ∣ 
[  epoch 0026/0030] 0880/4800, lr:3.1e-06 ∣ avg_100 : 5.103925 ∣ l2loss : 5.370793 ∣ 
[  epoch 0026/0030] 0890/4800, lr:3.1e-06 ∣ avg_100 : 5.103838 ∣ l2loss : 5.121002 ∣ 
[  epoch 0026/0030] 0900/4800, lr:3.1e-06 ∣ avg_100 : 5.103883 ∣ l2loss : 5.168212 ∣ 
[  epoch 0026/0030] 0910/4800, lr:3.1e-06 ∣ avg_100 : 5.101137 ∣ l2loss : 5.070248 ∣ 
[  epoch 0026/0030] 0920/4800, lr:3.1e-06 ∣ avg_100 : 5.098792 ∣ l2loss : 5.080613 ∣ 
[  epoch 0026/0030] 0930/4800, lr:3.1e-06 ∣ avg_100 : 5.098976 ∣ l2loss : 5.214299 ∣ 
[  epoch 0026/0030] 0940/4800, lr:3.1e-06 ∣ avg_100 : 5.099584 ∣ l2loss : 5.234474 ∣ 
[  epoch 0026/0030] 0950/4800, lr:3.1e-06 ∣ avg_100 : 5.103724 ∣ l2loss : 5.472880 ∣ 
[  epoch 0026/0030] 0960/4800, lr:3.1e-06 ∣ avg_100 : 5.100523 ∣ l2loss : 5.038758 ∣ 
[  epoch 0026/0030] 0970/4800, lr:3.1e-06 ∣ avg_100 : 5.103219 ∣ l2loss : 5.315150 ∣ 
[  epoch 0026/0030] 0980/4800, lr:3.1e-06 ∣ avg_100 : 5.104191 ∣ l2loss : 5.141119 ∣ 
[  epoch 0026/0030] 0990/4800, lr:3.1e-06 ∣ avg_100 : 5.107402 ∣ l2loss : 5.142632 ∣ 
[  epoch 0026/0030] 1000/4800, lr:3.1e-06 ∣ avg_100 : 5.104301 ∣ l2loss : 4.907134 ∣ 
[  epoch 0026/0030] 1010/4800, lr:3.1e-06 ∣ avg_100 : 5.103802 ∣ l2loss : 5.038631 ∣ 
[  epoch 0026/0030] 1020/4800, lr:3.1e-06 ∣ avg_100 : 5.097853 ∣ l2loss : 4.896450 ∣ 
[  epoch 0026/0030] 1030/4800, lr:3.1e-06 ∣ avg_100 : 5.096890 ∣ l2loss : 4.985174 ∣ 
[  epoch 0026/0030] 1040/4800, lr:3.1e-06 ∣ avg_100 : 5.096448 ∣ l2loss : 5.036981 ∣ 
[  epoch 0026/0030] 1050/4800, lr:3.1e-06 ∣ avg_100 : 5.096894 ∣ l2loss : 5.078225 ∣ 
[  epoch 0026/0030] 1060/4800, lr:3.1e-06 ∣ avg_100 : 5.096369 ∣ l2loss : 5.159104 ∣ 
[  epoch 0026/0030] 1070/4800, lr:3.1e-06 ∣ avg_100 : 5.099775 ∣ l2loss : 5.423223 ∣ 
[  epoch 0026/0030] 1080/4800, lr:3.1e-06 ∣ avg_100 : 5.095040 ∣ l2loss : 4.857257 ∣ 
[  epoch 0026/0030] 1090/4800, lr:3.1e-06 ∣ avg_100 : 5.090601 ∣ l2loss : 5.066420 ∣ 
[  epoch 0026/0030] 1100/4800, lr:3.1e-06 ∣ avg_100 : 5.091250 ∣ l2loss : 5.006700 ∣ 
[  epoch 0026/0030] 1110/4800, lr:3.1e-06 ∣ avg_100 : 5.090775 ∣ l2loss : 4.925490 ∣ 
[  epoch 0026/0030] 1120/4800, lr:3.1e-06 ∣ avg_100 : 5.093391 ∣ l2loss : 5.332492 ∣ 
[  epoch 0026/0030] 1130/4800, lr:3.1e-06 ∣ avg_100 : 5.092713 ∣ l2loss : 5.034976 ∣ 
[  epoch 0026/0030] 1140/4800, lr:3.1e-06 ∣ avg_100 : 5.094390 ∣ l2loss : 5.296461 ∣ 
[  epoch 0026/0030] 1150/4800, lr:3.1e-06 ∣ avg_100 : 5.093349 ∣ l2loss : 4.967554 ∣ 
[  epoch 0026/0030] 1160/4800, lr:3.1e-06 ∣ avg_100 : 5.092397 ∣ l2loss : 5.016492 ∣ 
[  epoch 0026/0030] 1170/4800, lr:3.1e-06 ∣ avg_100 : 5.093902 ∣ l2loss : 5.015994 ∣ 
[  epoch 0026/0030] 1180/4800, lr:3.1e-06 ∣ avg_100 : 5.094224 ∣ l2loss : 5.076028 ∣ 
[  epoch 0026/0030] 1190/4800, lr:3.1e-06 ∣ avg_100 : 5.092905 ∣ l2loss : 5.003324 ∣ 
[  epoch 0026/0030] 1200/4800, lr:3.1e-06 ∣ avg_100 : 5.093234 ∣ l2loss : 5.024412 ∣ 
[  epoch 0026/0030] 1210/4800, lr:3.1e-06 ∣ avg_100 : 5.091120 ∣ l2loss : 4.956788 ∣ 
[  epoch 0026/0030] 1220/4800, lr:3.1e-06 ∣ avg_100 : 5.092532 ∣ l2loss : 5.194312 ∣ 
[  epoch 0026/0030] 1230/4800, lr:3.1e-06 ∣ avg_100 : 5.093369 ∣ l2loss : 4.938024 ∣ 
[  epoch 0026/0030] 1240/4800, lr:3.1e-06 ∣ avg_100 : 5.093440 ∣ l2loss : 5.002426 ∣ 
[  epoch 0026/0030] 1250/4800, lr:3.1e-06 ∣ avg_100 : 5.092045 ∣ l2loss : 5.055520 ∣ 
[  epoch 0026/0030] 1260/4800, lr:3.1e-06 ∣ avg_100 : 5.088924 ∣ l2loss : 4.981135 ∣ 
[  epoch 0026/0030] 1270/4800, lr:3.1e-06 ∣ avg_100 : 5.090840 ∣ l2loss : 5.260127 ∣ 
[  epoch 0026/0030] 1280/4800, lr:3.1e-06 ∣ avg_100 : 5.092789 ∣ l2loss : 5.095852 ∣ 
[  epoch 0026/0030] 1290/4800, lr:3.1e-06 ∣ avg_100 : 5.095016 ∣ l2loss : 5.215009 ∣ 
[  epoch 0026/0030] 1300/4800, lr:3.1e-06 ∣ avg_100 : 5.095793 ∣ l2loss : 5.089262 ∣ 
[  epoch 0026/0030] 1310/4800, lr:3.1e-06 ∣ avg_100 : 5.092882 ∣ l2loss : 5.128875 ∣ 
[  epoch 0026/0030] 1320/4800, lr:3.1e-06 ∣ avg_100 : 5.091421 ∣ l2loss : 4.976216 ∣ 
[  epoch 0026/0030] 1330/4800, lr:3.1e-06 ∣ avg_100 : 5.089907 ∣ l2loss : 4.943171 ∣ 
[  epoch 0026/0030] 1340/4800, lr:3.1e-06 ∣ avg_100 : 5.089524 ∣ l2loss : 5.052610 ∣ 
[  epoch 0026/0030] 1350/4800, lr:3.1e-06 ∣ avg_100 : 5.090800 ∣ l2loss : 5.295783 ∣ 
[  epoch 0026/0030] 1360/4800, lr:3.1e-06 ∣ avg_100 : 5.091142 ∣ l2loss : 5.024592 ∣ 
[  epoch 0026/0030] 1370/4800, lr:3.1e-06 ∣ avg_100 : 5.091703 ∣ l2loss : 5.175583 ∣ 
[  epoch 0026/0030] 1380/4800, lr:3.1e-06 ∣ avg_100 : 5.093486 ∣ l2loss : 5.145599 ∣ 
[  epoch 0026/0030] 1390/4800, lr:3.1e-06 ∣ avg_100 : 5.094654 ∣ l2loss : 5.033836 ∣ 
[  epoch 0026/0030] 1400/4800, lr:3.1e-06 ∣ avg_100 : 5.093754 ∣ l2loss : 5.074943 ∣ 
[  epoch 0026/0030] 1410/4800, lr:3.1e-06 ∣ avg_100 : 5.096437 ∣ l2loss : 5.139762 ∣ 
[  epoch 0026/0030] 1420/4800, lr:3.1e-06 ∣ avg_100 : 5.098225 ∣ l2loss : 5.459706 ∣ 
[  epoch 0026/0030] 1430/4800, lr:3.1e-06 ∣ avg_100 : 5.096869 ∣ l2loss : 5.078982 ∣ 
[  epoch 0026/0030] 1440/4800, lr:3.1e-06 ∣ avg_100 : 5.099941 ∣ l2loss : 5.263032 ∣ 
[  epoch 0026/0030] 1450/4800, lr:3.1e-06 ∣ avg_100 : 5.100460 ∣ l2loss : 5.009167 ∣ 
[  epoch 0026/0030] 1460/4800, lr:3.1e-06 ∣ avg_100 : 5.102542 ∣ l2loss : 5.142425 ∣ 
[  epoch 0026/0030] 1470/4800, lr:3.1e-06 ∣ avg_100 : 5.102614 ∣ l2loss : 5.193145 ∣ 
[  epoch 0026/0030] 1480/4800, lr:3.1e-06 ∣ avg_100 : 5.100781 ∣ l2loss : 5.108390 ∣ 
[  epoch 0026/0030] 1490/4800, lr:3.1e-06 ∣ avg_100 : 5.103350 ∣ l2loss : 5.290236 ∣ 
[  epoch 0026/0030] 1500/4800, lr:3.1e-06 ∣ avg_100 : 5.102476 ∣ l2loss : 5.048766 ∣ 
[  epoch 0026/0030] 1510/4800, lr:3.1e-06 ∣ avg_100 : 5.101944 ∣ l2loss : 5.075544 ∣ 
[  epoch 0026/0030] 1520/4800, lr:3.1e-06 ∣ avg_100 : 5.100975 ∣ l2loss : 4.951450 ∣ 
[  epoch 0026/0030] 1530/4800, lr:3.1e-06 ∣ avg_100 : 5.099702 ∣ l2loss : 4.968505 ∣ 
[  epoch 0026/0030] 1540/4800, lr:3.1e-06 ∣ avg_100 : 5.100173 ∣ l2loss : 5.174208 ∣ 
[  epoch 0026/0030] 1550/4800, lr:3.1e-06 ∣ avg_100 : 5.100744 ∣ l2loss : 4.992490 ∣ 
[  epoch 0026/0030] 1560/4800, lr:3.1e-06 ∣ avg_100 : 5.098527 ∣ l2loss : 4.843473 ∣ 
[  epoch 0026/0030] 1570/4800, lr:3.1e-06 ∣ avg_100 : 5.095934 ∣ l2loss : 5.168169 ∣ 
[  epoch 0026/0030] 1580/4800, lr:3.1e-06 ∣ avg_100 : 5.096084 ∣ l2loss : 5.162725 ∣ 
[  epoch 0026/0030] 1590/4800, lr:3.1e-06 ∣ avg_100 : 5.096865 ∣ l2loss : 5.047090 ∣ 
[  epoch 0026/0030] 1600/4800, lr:3.1e-06 ∣ avg_100 : 5.094298 ∣ l2loss : 4.844433 ∣ 
[  epoch 0026/0030] 1610/4800, lr:3.1e-06 ∣ avg_100 : 5.097547 ∣ l2loss : 5.260525 ∣ 
[  epoch 0026/0030] 1620/4800, lr:3.1e-06 ∣ avg_100 : 5.099222 ∣ l2loss : 5.186073 ∣ 
[  epoch 0026/0030] 1630/4800, lr:3.1e-06 ∣ avg_100 : 5.101050 ∣ l2loss : 5.207724 ∣ 
[  epoch 0026/0030] 1640/4800, lr:3.1e-06 ∣ avg_100 : 5.101488 ∣ l2loss : 5.183150 ∣ 
[  epoch 0026/0030] 1650/4800, lr:3.1e-06 ∣ avg_100 : 5.102080 ∣ l2loss : 5.091769 ∣ 
[  epoch 0026/0030] 1660/4800, lr:3.1e-06 ∣ avg_100 : 5.101569 ∣ l2loss : 4.933665 ∣ 
[  epoch 0026/0030] 1670/4800, lr:3.1e-06 ∣ avg_100 : 5.102974 ∣ l2loss : 5.117484 ∣ 
[  epoch 0026/0030] 1680/4800, lr:3.1e-06 ∣ avg_100 : 5.100523 ∣ l2loss : 5.108014 ∣ 
[  epoch 0026/0030] 1690/4800, lr:3.1e-06 ∣ avg_100 : 5.101415 ∣ l2loss : 5.258882 ∣ 
[  epoch 0026/0030] 1700/4800, lr:3.1e-06 ∣ avg_100 : 5.099775 ∣ l2loss : 4.934009 ∣ 
[  epoch 0026/0030] 1710/4800, lr:3.1e-06 ∣ avg_100 : 5.099460 ∣ l2loss : 5.076926 ∣ 
[  epoch 0026/0030] 1720/4800, lr:3.1e-06 ∣ avg_100 : 5.101288 ∣ l2loss : 5.194861 ∣ 
[  epoch 0026/0030] 1730/4800, lr:3.1e-06 ∣ avg_100 : 5.100589 ∣ l2loss : 5.009345 ∣ 
[  epoch 0026/0030] 1740/4800, lr:3.1e-06 ∣ avg_100 : 5.102031 ∣ l2loss : 5.132441 ∣ 
[  epoch 0026/0030] 1750/4800, lr:3.1e-06 ∣ avg_100 : 5.104986 ∣ l2loss : 5.209218 ∣ 
[  epoch 0026/0030] 1760/4800, lr:3.1e-06 ∣ avg_100 : 5.103930 ∣ l2loss : 5.113078 ∣ 
[  epoch 0026/0030] 1770/4800, lr:3.1e-06 ∣ avg_100 : 5.104149 ∣ l2loss : 5.127526 ∣ 
[  epoch 0026/0030] 1780/4800, lr:3.1e-06 ∣ avg_100 : 5.104961 ∣ l2loss : 5.074952 ∣ 
[  epoch 0026/0030] 1790/4800, lr:3.1e-06 ∣ avg_100 : 5.106314 ∣ l2loss : 5.167431 ∣ 
[  epoch 0026/0030] 1800/4800, lr:3.1e-06 ∣ avg_100 : 5.107100 ∣ l2loss : 5.205367 ∣ 
[  epoch 0026/0030] 1810/4800, lr:3.1e-06 ∣ avg_100 : 5.106692 ∣ l2loss : 5.123642 ∣ 
[  epoch 0026/0030] 1820/4800, lr:3.1e-06 ∣ avg_100 : 5.107240 ∣ l2loss : 5.237048 ∣ 
[  epoch 0026/0030] 1830/4800, lr:3.1e-06 ∣ avg_100 : 5.109229 ∣ l2loss : 5.351297 ∣ 
[  epoch 0026/0030] 1840/4800, lr:3.1e-06 ∣ avg_100 : 5.111618 ∣ l2loss : 5.222652 ∣ 
[  epoch 0026/0030] 1850/4800, lr:3.1e-06 ∣ avg_100 : 5.110186 ∣ l2loss : 5.138139 ∣ 
[  epoch 0026/0030] 1860/4800, lr:3.1e-06 ∣ avg_100 : 5.110005 ∣ l2loss : 5.219372 ∣ 
[  epoch 0026/0030] 1870/4800, lr:3.1e-06 ∣ avg_100 : 5.111644 ∣ l2loss : 5.159738 ∣ 
[  epoch 0026/0030] 1880/4800, lr:3.1e-06 ∣ avg_100 : 5.108399 ∣ l2loss : 5.046329 ∣ 
[  epoch 0026/0030] 1890/4800, lr:3.1e-06 ∣ avg_100 : 5.108181 ∣ l2loss : 5.099149 ∣ 
[  epoch 0026/0030] 1900/4800, lr:3.1e-06 ∣ avg_100 : 5.106974 ∣ l2loss : 5.047506 ∣ 
[  epoch 0026/0030] 1910/4800, lr:3.1e-06 ∣ avg_100 : 5.106586 ∣ l2loss : 5.031451 ∣ 
[  epoch 0026/0030] 1920/4800, lr:3.1e-06 ∣ avg_100 : 5.103629 ∣ l2loss : 4.784983 ∣ 
[  epoch 0026/0030] 1930/4800, lr:3.1e-06 ∣ avg_100 : 5.104310 ∣ l2loss : 5.282324 ∣ 
[  epoch 0026/0030] 1940/4800, lr:3.1e-06 ∣ avg_100 : 5.102017 ∣ l2loss : 5.005249 ∣ 
[  epoch 0026/0030] 1950/4800, lr:3.1e-06 ∣ avg_100 : 5.098614 ∣ l2loss : 5.132541 ∣ 
[  epoch 0026/0030] 1960/4800, lr:3.1e-06 ∣ avg_100 : 5.098687 ∣ l2loss : 5.046056 ∣ 
[  epoch 0026/0030] 1970/4800, lr:3.1e-06 ∣ avg_100 : 5.096021 ∣ l2loss : 5.048521 ∣ 
[  epoch 0026/0030] 1980/4800, lr:3.1e-06 ∣ avg_100 : 5.097188 ∣ l2loss : 5.257801 ∣ 
[  epoch 0026/0030] 1990/4800, lr:3.1e-06 ∣ avg_100 : 5.095378 ∣ l2loss : 4.961662 ∣ 
[  epoch 0026/0030] 2000/4800, lr:3.1e-06 ∣ avg_100 : 5.097091 ∣ l2loss : 5.078492 ∣ 
[  epoch 0026/0030] 2010/4800, lr:3.1e-06 ∣ avg_100 : 5.096414 ∣ l2loss : 4.970888 ∣ 
[  epoch 0026/0030] 2020/4800, lr:3.1e-06 ∣ avg_100 : 5.098140 ∣ l2loss : 5.069079 ∣ 
[  epoch 0026/0030] 2030/4800, lr:3.1e-06 ∣ avg_100 : 5.098769 ∣ l2loss : 5.048059 ∣ 
[  epoch 0026/0030] 2040/4800, lr:3.1e-06 ∣ avg_100 : 5.099152 ∣ l2loss : 5.075243 ∣ 
[  epoch 0026/0030] 2050/4800, lr:3.1e-06 ∣ avg_100 : 5.101592 ∣ l2loss : 5.322276 ∣ 
[  epoch 0026/0030] 2060/4800, lr:3.1e-06 ∣ avg_100 : 5.102639 ∣ l2loss : 5.263795 ∣ 
[  epoch 0026/0030] 2070/4800, lr:3.1e-06 ∣ avg_100 : 5.099117 ∣ l2loss : 5.071043 ∣ 
[  epoch 0026/0030] 2080/4800, lr:3.1e-06 ∣ avg_100 : 5.103308 ∣ l2loss : 5.276314 ∣ 
[  epoch 0026/0030] 2090/4800, lr:3.1e-06 ∣ avg_100 : 5.105003 ∣ l2loss : 5.235971 ∣ 
[  epoch 0026/0030] 2100/4800, lr:3.1e-06 ∣ avg_100 : 5.104424 ∣ l2loss : 4.948721 ∣ 
[  epoch 0026/0030] 2110/4800, lr:3.1e-06 ∣ avg_100 : 5.104407 ∣ l2loss : 4.923799 ∣ 
[  epoch 0026/0030] 2120/4800, lr:3.1e-06 ∣ avg_100 : 5.103094 ∣ l2loss : 5.201205 ∣ 
[  epoch 0026/0030] 2130/4800, lr:3.1e-06 ∣ avg_100 : 5.102310 ∣ l2loss : 4.956566 ∣ 
[  epoch 0026/0030] 2140/4800, lr:3.1e-06 ∣ avg_100 : 5.098704 ∣ l2loss : 4.935836 ∣ 
[  epoch 0026/0030] 2150/4800, lr:3.1e-06 ∣ avg_100 : 5.099875 ∣ l2loss : 5.084740 ∣ 
[  epoch 0026/0030] 2160/4800, lr:3.1e-06 ∣ avg_100 : 5.099574 ∣ l2loss : 4.986305 ∣ 
[  epoch 0026/0030] 2170/4800, lr:3.1e-06 ∣ avg_100 : 5.100010 ∣ l2loss : 5.059631 ∣ 
[  epoch 0026/0030] 2180/4800, lr:3.1e-06 ∣ avg_100 : 5.102303 ∣ l2loss : 5.305357 ∣ 
[  epoch 0026/0030] 2190/4800, lr:3.1e-06 ∣ avg_100 : 5.102530 ∣ l2loss : 5.026023 ∣ 
[  epoch 0026/0030] 2200/4800, lr:3.1e-06 ∣ avg_100 : 5.104578 ∣ l2loss : 5.229204 ∣ 
[  epoch 0026/0030] 2210/4800, lr:3.1e-06 ∣ avg_100 : 5.106785 ∣ l2loss : 5.177455 ∣ 
[  epoch 0026/0030] 2220/4800, lr:3.1e-06 ∣ avg_100 : 5.106608 ∣ l2loss : 5.176623 ∣ 
[  epoch 0026/0030] 2230/4800, lr:3.1e-06 ∣ avg_100 : 5.109084 ∣ l2loss : 5.185687 ∣ 
[  epoch 0026/0030] 2240/4800, lr:3.1e-06 ∣ avg_100 : 5.110554 ∣ l2loss : 5.149334 ∣ 
[  epoch 0026/0030] 2250/4800, lr:3.1e-06 ∣ avg_100 : 5.109607 ∣ l2loss : 4.960840 ∣ 
[  epoch 0026/0030] 2260/4800, lr:3.1e-06 ∣ avg_100 : 5.110606 ∣ l2loss : 5.081077 ∣ 
[  epoch 0026/0030] 2270/4800, lr:3.1e-06 ∣ avg_100 : 5.108332 ∣ l2loss : 5.032680 ∣ 
[  epoch 0026/0030] 2280/4800, lr:3.1e-06 ∣ avg_100 : 5.110145 ∣ l2loss : 5.277146 ∣ 
[  epoch 0026/0030] 2290/4800, lr:3.1e-06 ∣ avg_100 : 5.109161 ∣ l2loss : 5.116681 ∣ 
[  epoch 0026/0030] 2300/4800, lr:3.1e-06 ∣ avg_100 : 5.108828 ∣ l2loss : 5.055891 ∣ 
[  epoch 0026/0030] 2310/4800, lr:3.1e-06 ∣ avg_100 : 5.108342 ∣ l2loss : 5.080327 ∣ 
[  epoch 0026/0030] 2320/4800, lr:3.1e-06 ∣ avg_100 : 5.108954 ∣ l2loss : 5.037361 ∣ 
[  epoch 0026/0030] 2330/4800, lr:3.1e-06 ∣ avg_100 : 5.110624 ∣ l2loss : 5.110225 ∣ 
[  epoch 0026/0030] 2340/4800, lr:3.1e-06 ∣ avg_100 : 5.109135 ∣ l2loss : 4.903721 ∣ 
[  epoch 0026/0030] 2350/4800, lr:3.1e-06 ∣ avg_100 : 5.105791 ∣ l2loss : 4.961340 ∣ 
[  epoch 0026/0030] 2360/4800, lr:3.1e-06 ∣ avg_100 : 5.107176 ∣ l2loss : 5.163070 ∣ 
[  epoch 0026/0030] 2370/4800, lr:3.1e-06 ∣ avg_100 : 5.106092 ∣ l2loss : 5.067251 ∣ 
[  epoch 0026/0030] 2380/4800, lr:3.1e-06 ∣ avg_100 : 5.105760 ∣ l2loss : 5.112355 ∣ 
[  epoch 0026/0030] 2390/4800, lr:3.1e-06 ∣ avg_100 : 5.106278 ∣ l2loss : 5.085641 ∣ 
[  epoch 0026/0030] 2400/4800, lr:3.1e-06 ∣ avg_100 : 5.105439 ∣ l2loss : 4.991048 ∣ 
[  epoch 0026/0030] 2410/4800, lr:3.1e-06 ∣ avg_100 : 5.102144 ∣ l2loss : 4.810298 ∣ 
[  epoch 0026/0030] 2420/4800, lr:3.1e-06 ∣ avg_100 : 5.098102 ∣ l2loss : 5.055454 ∣ 
[  epoch 0026/0030] 2430/4800, lr:3.1e-06 ∣ avg_100 : 5.099303 ∣ l2loss : 5.199096 ∣ 
[  epoch 0026/0030] 2440/4800, lr:3.1e-06 ∣ avg_100 : 5.097535 ∣ l2loss : 5.086235 ∣ 
[  epoch 0026/0030] 2450/4800, lr:3.1e-06 ∣ avg_100 : 5.098076 ∣ l2loss : 5.063310 ∣ 
[  epoch 0026/0030] 2460/4800, lr:3.1e-06 ∣ avg_100 : 5.095695 ∣ l2loss : 4.904245 ∣ 
[  epoch 0026/0030] 2470/4800, lr:3.1e-06 ∣ avg_100 : 5.093752 ∣ l2loss : 4.998891 ∣ 
[  epoch 0026/0030] 2480/4800, lr:3.1e-06 ∣ avg_100 : 5.093246 ∣ l2loss : 5.057749 ∣ 
[  epoch 0026/0030] 2490/4800, lr:3.1e-06 ∣ avg_100 : 5.092079 ∣ l2loss : 5.173621 ∣ 
[  epoch 0026/0030] 2500/4800, lr:3.1e-06 ∣ avg_100 : 5.093177 ∣ l2loss : 5.158479 ∣ 
[  epoch 0026/0030] 2510/4800, lr:3.1e-06 ∣ avg_100 : 5.093121 ∣ l2loss : 5.070017 ∣ 
[  epoch 0026/0030] 2520/4800, lr:3.1e-06 ∣ avg_100 : 5.096336 ∣ l2loss : 5.272961 ∣ 
[  epoch 0026/0030] 2530/4800, lr:3.1e-06 ∣ avg_100 : 5.096580 ∣ l2loss : 4.992835 ∣ 
[  epoch 0026/0030] 2540/4800, lr:3.1e-06 ∣ avg_100 : 5.094182 ∣ l2loss : 4.934456 ∣ 
[  epoch 0026/0030] 2550/4800, lr:3.1e-06 ∣ avg_100 : 5.094978 ∣ l2loss : 5.072084 ∣ 
[  epoch 0026/0030] 2560/4800, lr:3.1e-06 ∣ avg_100 : 5.098369 ∣ l2loss : 5.182594 ∣ 
[  epoch 0026/0030] 2570/4800, lr:3.1e-06 ∣ avg_100 : 5.097383 ∣ l2loss : 5.069516 ∣ 
[  epoch 0026/0030] 2580/4800, lr:3.1e-06 ∣ avg_100 : 5.097143 ∣ l2loss : 5.138707 ∣ 
[  epoch 0026/0030] 2590/4800, lr:3.1e-06 ∣ avg_100 : 5.097324 ∣ l2loss : 5.065183 ∣ 
[  epoch 0026/0030] 2600/4800, lr:3.1e-06 ∣ avg_100 : 5.100002 ∣ l2loss : 5.112273 ∣ 
[  epoch 0026/0030] 2610/4800, lr:3.1e-06 ∣ avg_100 : 5.095785 ∣ l2loss : 4.838813 ∣ 
[  epoch 0026/0030] 2620/4800, lr:3.1e-06 ∣ avg_100 : 5.093541 ∣ l2loss : 4.961714 ∣ 
[  epoch 0026/0030] 2630/4800, lr:3.1e-06 ∣ avg_100 : 5.093607 ∣ l2loss : 5.214322 ∣ 
[  epoch 0026/0030] 2640/4800, lr:3.1e-06 ∣ avg_100 : 5.091648 ∣ l2loss : 4.987241 ∣ 
[  epoch 0026/0030] 2650/4800, lr:3.1e-06 ∣ avg_100 : 5.088692 ∣ l2loss : 4.796133 ∣ 
[  epoch 0026/0030] 2660/4800, lr:3.1e-06 ∣ avg_100 : 5.090798 ∣ l2loss : 5.144254 ∣ 
[  epoch 0026/0030] 2670/4800, lr:3.1e-06 ∣ avg_100 : 5.091865 ∣ l2loss : 5.224178 ∣ 
[  epoch 0026/0030] 2680/4800, lr:3.1e-06 ∣ avg_100 : 5.092564 ∣ l2loss : 5.177959 ∣ 
[  epoch 0026/0030] 2690/4800, lr:3.1e-06 ∣ avg_100 : 5.092926 ∣ l2loss : 5.295029 ∣ 
[  epoch 0026/0030] 2700/4800, lr:3.1e-06 ∣ avg_100 : 5.094657 ∣ l2loss : 5.107133 ∣ 
[  epoch 0026/0030] 2710/4800, lr:3.1e-06 ∣ avg_100 : 5.094643 ∣ l2loss : 5.075520 ∣ 
[  epoch 0026/0030] 2720/4800, lr:3.1e-06 ∣ avg_100 : 5.093361 ∣ l2loss : 5.066688 ∣ 
[  epoch 0026/0030] 2730/4800, lr:3.1e-06 ∣ avg_100 : 5.095239 ∣ l2loss : 5.197113 ∣ 
[  epoch 0026/0030] 2740/4800, lr:3.1e-06 ∣ avg_100 : 5.095999 ∣ l2loss : 5.208510 ∣ 
[  epoch 0026/0030] 2750/4800, lr:3.1e-06 ∣ avg_100 : 5.093420 ∣ l2loss : 4.951294 ∣ 
[  epoch 0026/0030] 2760/4800, lr:3.1e-06 ∣ avg_100 : 5.094850 ∣ l2loss : 5.256070 ∣ 
[  epoch 0026/0030] 2770/4800, lr:3.1e-06 ∣ avg_100 : 5.099042 ∣ l2loss : 5.546706 ∣ 
[  epoch 0026/0030] 2780/4800, lr:3.1e-06 ∣ avg_100 : 5.099513 ∣ l2loss : 5.122018 ∣ 
[  epoch 0026/0030] 2790/4800, lr:3.1e-06 ∣ avg_100 : 5.097777 ∣ l2loss : 4.993868 ∣ 
[  epoch 0026/0030] 2800/4800, lr:3.1e-06 ∣ avg_100 : 5.096051 ∣ l2loss : 5.032799 ∣ 
[  epoch 0026/0030] 2810/4800, lr:3.1e-06 ∣ avg_100 : 5.094782 ∣ l2loss : 4.996751 ∣ 
[  epoch 0026/0030] 2820/4800, lr:3.1e-06 ∣ avg_100 : 5.092822 ∣ l2loss : 5.041033 ∣ 
[  epoch 0026/0030] 2830/4800, lr:3.1e-06 ∣ avg_100 : 5.088895 ∣ l2loss : 4.958620 ∣ 
[  epoch 0026/0030] 2840/4800, lr:3.1e-06 ∣ avg_100 : 5.088155 ∣ l2loss : 5.148608 ∣ 
[  epoch 0026/0030] 2850/4800, lr:3.1e-06 ∣ avg_100 : 5.088255 ∣ l2loss : 5.148115 ∣ 
[  epoch 0026/0030] 2860/4800, lr:3.1e-06 ∣ avg_100 : 5.087421 ∣ l2loss : 5.135991 ∣ 
[  epoch 0026/0030] 2870/4800, lr:3.1e-06 ∣ avg_100 : 5.088200 ∣ l2loss : 5.237689 ∣ 
[  epoch 0026/0030] 2880/4800, lr:3.1e-06 ∣ avg_100 : 5.087818 ∣ l2loss : 5.008122 ∣ 
[  epoch 0026/0030] 2890/4800, lr:3.1e-06 ∣ avg_100 : 5.088367 ∣ l2loss : 5.153995 ∣ 
[  epoch 0026/0030] 2900/4800, lr:3.1e-06 ∣ avg_100 : 5.089079 ∣ l2loss : 5.118680 ∣ 
[  epoch 0026/0030] 2910/4800, lr:3.1e-06 ∣ avg_100 : 5.090368 ∣ l2loss : 5.160426 ∣ 
[  epoch 0026/0030] 2920/4800, lr:3.1e-06 ∣ avg_100 : 5.093021 ∣ l2loss : 5.050207 ∣ 
[  epoch 0026/0030] 2930/4800, lr:3.1e-06 ∣ avg_100 : 5.092521 ∣ l2loss : 5.232414 ∣ 
[  epoch 0026/0030] 2940/4800, lr:3.1e-06 ∣ avg_100 : 5.092584 ∣ l2loss : 5.011508 ∣ 
[  epoch 0026/0030] 2950/4800, lr:3.1e-06 ∣ avg_100 : 5.095382 ∣ l2loss : 5.412388 ∣ 
[  epoch 0026/0030] 2960/4800, lr:3.1e-06 ∣ avg_100 : 5.097593 ∣ l2loss : 5.267067 ∣ 
[  epoch 0026/0030] 2970/4800, lr:3.1e-06 ∣ avg_100 : 5.100613 ∣ l2loss : 5.350601 ∣ 
[  epoch 0026/0030] 2980/4800, lr:3.1e-06 ∣ avg_100 : 5.099472 ∣ l2loss : 5.143634 ∣ 
[  epoch 0026/0030] 2990/4800, lr:3.1e-06 ∣ avg_100 : 5.101547 ∣ l2loss : 5.169174 ∣ 
[  epoch 0026/0030] 3000/4800, lr:3.1e-06 ∣ avg_100 : 5.100809 ∣ l2loss : 5.004712 ∣ 
[  epoch 0026/0030] 3010/4800, lr:3.1e-06 ∣ avg_100 : 5.101701 ∣ l2loss : 5.060066 ∣ 
[  epoch 0026/0030] 3020/4800, lr:3.1e-06 ∣ avg_100 : 5.103226 ∣ l2loss : 5.221598 ∣ 
[  epoch 0026/0030] 3030/4800, lr:3.1e-06 ∣ avg_100 : 5.102681 ∣ l2loss : 4.993607 ∣ 
[  epoch 0026/0030] 3040/4800, lr:3.1e-06 ∣ avg_100 : 5.102994 ∣ l2loss : 5.106483 ∣ 
[  epoch 0026/0030] 3050/4800, lr:3.1e-06 ∣ avg_100 : 5.100715 ∣ l2loss : 5.094423 ∣ 
[  epoch 0026/0030] 3060/4800, lr:3.1e-06 ∣ avg_100 : 5.099170 ∣ l2loss : 5.109310 ∣ 
[  epoch 0026/0030] 3070/4800, lr:3.1e-06 ∣ avg_100 : 5.099021 ∣ l2loss : 5.056143 ∣ 
[  epoch 0026/0030] 3080/4800, lr:3.1e-06 ∣ avg_100 : 5.097773 ∣ l2loss : 5.151479 ∣ 
[  epoch 0026/0030] 3090/4800, lr:3.1e-06 ∣ avg_100 : 5.095361 ∣ l2loss : 4.994741 ∣ 
[  epoch 0026/0030] 3100/4800, lr:3.1e-06 ∣ avg_100 : 5.097434 ∣ l2loss : 5.156083 ∣ 
[  epoch 0026/0030] 3110/4800, lr:3.1e-06 ∣ avg_100 : 5.100406 ∣ l2loss : 5.220909 ∣ 
[  epoch 0026/0030] 3120/4800, lr:3.1e-06 ∣ avg_100 : 5.099406 ∣ l2loss : 5.101234 ∣ 
[  epoch 0026/0030] 3130/4800, lr:3.1e-06 ∣ avg_100 : 5.100621 ∣ l2loss : 5.078035 ∣ 
[  epoch 0026/0030] 3140/4800, lr:3.1e-06 ∣ avg_100 : 5.103139 ∣ l2loss : 5.187685 ∣ 
[  epoch 0026/0030] 3150/4800, lr:3.1e-06 ∣ avg_100 : 5.101646 ∣ l2loss : 4.935436 ∣ 
[  epoch 0026/0030] 3160/4800, lr:3.1e-06 ∣ avg_100 : 5.102509 ∣ l2loss : 5.072620 ∣ 
[  epoch 0026/0030] 3170/4800, lr:3.1e-06 ∣ avg_100 : 5.100813 ∣ l2loss : 4.889982 ∣ 
[  epoch 0026/0030] 3180/4800, lr:3.1e-06 ∣ avg_100 : 5.099541 ∣ l2loss : 5.178184 ∣ 
[  epoch 0026/0030] 3190/4800, lr:3.1e-06 ∣ avg_100 : 5.098708 ∣ l2loss : 4.942760 ∣ 
[  epoch 0026/0030] 3200/4800, lr:3.1e-06 ∣ avg_100 : 5.099392 ∣ l2loss : 5.297545 ∣ 
[  epoch 0026/0030] 3210/4800, lr:3.1e-06 ∣ avg_100 : 5.097245 ∣ l2loss : 4.962767 ∣ 
[  epoch 0026/0030] 3220/4800, lr:3.1e-06 ∣ avg_100 : 5.096052 ∣ l2loss : 5.057346 ∣ 
[  epoch 0026/0030] 3230/4800, lr:3.1e-06 ∣ avg_100 : 5.096227 ∣ l2loss : 5.203163 ∣ 
[  epoch 0026/0030] 3240/4800, lr:3.1e-06 ∣ avg_100 : 5.097635 ∣ l2loss : 5.290167 ∣ 
[  epoch 0026/0030] 3250/4800, lr:3.1e-06 ∣ avg_100 : 5.100148 ∣ l2loss : 5.212175 ∣ 
[  epoch 0026/0030] 3260/4800, lr:3.1e-06 ∣ avg_100 : 5.100955 ∣ l2loss : 5.161775 ∣ 
[  epoch 0026/0030] 3270/4800, lr:3.1e-06 ∣ avg_100 : 5.101461 ∣ l2loss : 5.083222 ∣ 
[  epoch 0026/0030] 3280/4800, lr:3.1e-06 ∣ avg_100 : 5.100875 ∣ l2loss : 5.218522 ∣ 
[  epoch 0026/0030] 3290/4800, lr:3.1e-06 ∣ avg_100 : 5.101419 ∣ l2loss : 5.171159 ∣ 
[  epoch 0026/0030] 3300/4800, lr:3.1e-06 ∣ avg_100 : 5.102448 ∣ l2loss : 5.158755 ∣ 
[  epoch 0026/0030] 3310/4800, lr:3.1e-06 ∣ avg_100 : 5.100844 ∣ l2loss : 4.919930 ∣ 
[  epoch 0026/0030] 3320/4800, lr:3.1e-06 ∣ avg_100 : 5.101635 ∣ l2loss : 5.116468 ∣ 
[  epoch 0026/0030] 3330/4800, lr:3.1e-06 ∣ avg_100 : 5.101530 ∣ l2loss : 5.099666 ∣ 
[  epoch 0026/0030] 3340/4800, lr:3.1e-06 ∣ avg_100 : 5.105026 ∣ l2loss : 5.253315 ∣ 
[  epoch 0026/0030] 3350/4800, lr:3.1e-06 ∣ avg_100 : 5.107670 ∣ l2loss : 5.225755 ∣ 
[  epoch 0026/0030] 3360/4800, lr:3.1e-06 ∣ avg_100 : 5.107189 ∣ l2loss : 5.114970 ∣ 
[  epoch 0026/0030] 3370/4800, lr:3.1e-06 ∣ avg_100 : 5.109726 ∣ l2loss : 5.321023 ∣ 
[  epoch 0026/0030] 3380/4800, lr:3.1e-06 ∣ avg_100 : 5.109851 ∣ l2loss : 5.124803 ∣ 
[  epoch 0026/0030] 3390/4800, lr:3.1e-06 ∣ avg_100 : 5.109158 ∣ l2loss : 5.016349 ∣ 
[  epoch 0026/0030] 3400/4800, lr:3.1e-06 ∣ avg_100 : 5.110316 ∣ l2loss : 5.106898 ∣ 
[  epoch 0026/0030] 3410/4800, lr:3.1e-06 ∣ avg_100 : 5.113412 ∣ l2loss : 5.119878 ∣ 
[  epoch 0026/0030] 3420/4800, lr:3.1e-06 ∣ avg_100 : 5.112734 ∣ l2loss : 4.987652 ∣ 
[  epoch 0026/0030] 3430/4800, lr:3.1e-06 ∣ avg_100 : 5.112767 ∣ l2loss : 5.202324 ∣ 
[  epoch 0026/0030] 3440/4800, lr:3.1e-06 ∣ avg_100 : 5.110462 ∣ l2loss : 4.855768 ∣ 
[  epoch 0026/0030] 3450/4800, lr:3.1e-06 ∣ avg_100 : 5.109626 ∣ l2loss : 4.979696 ∣ 
[  epoch 0026/0030] 3460/4800, lr:3.1e-06 ∣ avg_100 : 5.114564 ∣ l2loss : 5.398123 ∣ 
[  epoch 0026/0030] 3470/4800, lr:3.1e-06 ∣ avg_100 : 5.114164 ∣ l2loss : 4.958806 ∣ 
[  epoch 0026/0030] 3480/4800, lr:3.1e-06 ∣ avg_100 : 5.113387 ∣ l2loss : 4.980101 ∣ 
[  epoch 0026/0030] 3490/4800, lr:3.1e-06 ∣ avg_100 : 5.113455 ∣ l2loss : 5.180371 ∣ 
[  epoch 0026/0030] 3500/4800, lr:3.1e-06 ∣ avg_100 : 5.112973 ∣ l2loss : 5.110302 ∣ 
[  epoch 0026/0030] 3510/4800, lr:3.1e-06 ∣ avg_100 : 5.112659 ∣ l2loss : 5.038645 ∣ 
[  epoch 0026/0030] 3520/4800, lr:3.1e-06 ∣ avg_100 : 5.111382 ∣ l2loss : 5.145271 ∣ 
[  epoch 0026/0030] 3530/4800, lr:3.1e-06 ∣ avg_100 : 5.112400 ∣ l2loss : 5.094627 ∣ 
[  epoch 0026/0030] 3540/4800, lr:3.1e-06 ∣ avg_100 : 5.112704 ∣ l2loss : 4.964801 ∣ 
[  epoch 0026/0030] 3550/4800, lr:3.1e-06 ∣ avg_100 : 5.111338 ∣ l2loss : 4.935568 ∣ 
[  epoch 0026/0030] 3560/4800, lr:3.1e-06 ∣ avg_100 : 5.107557 ∣ l2loss : 4.804431 ∣ 
[  epoch 0026/0030] 3570/4800, lr:3.1e-06 ∣ avg_100 : 5.105338 ∣ l2loss : 4.847673 ∣ 
[  epoch 0026/0030] 3580/4800, lr:3.1e-06 ∣ avg_100 : 5.104571 ∣ l2loss : 5.061959 ∣ 
[  epoch 0026/0030] 3590/4800, lr:3.1e-06 ∣ avg_100 : 5.106217 ∣ l2loss : 5.229751 ∣ 
[  epoch 0026/0030] 3600/4800, lr:3.1e-06 ∣ avg_100 : 5.106879 ∣ l2loss : 5.178538 ∣ 
[  epoch 0026/0030] 3610/4800, lr:3.1e-06 ∣ avg_100 : 5.112110 ∣ l2loss : 5.361890 ∣ 
[  epoch 0026/0030] 3620/4800, lr:3.1e-06 ∣ avg_100 : 5.113704 ∣ l2loss : 5.121149 ∣ 
[  epoch 0026/0030] 3630/4800, lr:3.1e-06 ∣ avg_100 : 5.114256 ∣ l2loss : 5.269498 ∣ 
[  epoch 0026/0030] 3640/4800, lr:3.1e-06 ∣ avg_100 : 5.114012 ∣ l2loss : 4.962814 ∣ 
[  epoch 0026/0030] 3650/4800, lr:3.1e-06 ∣ avg_100 : 5.116525 ∣ l2loss : 5.047477 ∣ 
[  epoch 0026/0030] 3660/4800, lr:3.1e-06 ∣ avg_100 : 5.117115 ∣ l2loss : 5.203181 ∣ 
[  epoch 0026/0030] 3670/4800, lr:3.1e-06 ∣ avg_100 : 5.115819 ∣ l2loss : 5.094631 ∣ 
[  epoch 0026/0030] 3680/4800, lr:3.1e-06 ∣ avg_100 : 5.115482 ∣ l2loss : 5.144290 ∣ 
[  epoch 0026/0030] 3690/4800, lr:3.1e-06 ∣ avg_100 : 5.112200 ∣ l2loss : 4.966810 ∣ 
[  epoch 0026/0030] 3700/4800, lr:3.1e-06 ∣ avg_100 : 5.113429 ∣ l2loss : 5.230056 ∣ 
[  epoch 0026/0030] 3710/4800, lr:3.1e-06 ∣ avg_100 : 5.118382 ∣ l2loss : 5.570736 ∣ 
[  epoch 0026/0030] 3720/4800, lr:3.1e-06 ∣ avg_100 : 5.119326 ∣ l2loss : 5.161077 ∣ 
[  epoch 0026/0030] 3730/4800, lr:3.1e-06 ∣ avg_100 : 5.114975 ∣ l2loss : 4.762021 ∣ 
[  epoch 0026/0030] 3740/4800, lr:3.1e-06 ∣ avg_100 : 5.113537 ∣ l2loss : 5.064757 ∣ 
[  epoch 0026/0030] 3750/4800, lr:3.1e-06 ∣ avg_100 : 5.114051 ∣ l2loss : 5.002713 ∣ 
[  epoch 0026/0030] 3760/4800, lr:3.1e-06 ∣ avg_100 : 5.111318 ∣ l2loss : 4.982781 ∣ 
[  epoch 0026/0030] 3770/4800, lr:3.1e-06 ∣ avg_100 : 5.107927 ∣ l2loss : 5.207537 ∣ 
[  epoch 0026/0030] 3780/4800, lr:3.1e-06 ∣ avg_100 : 5.107939 ∣ l2loss : 5.123254 ∣ 
[  epoch 0026/0030] 3790/4800, lr:3.1e-06 ∣ avg_100 : 5.108110 ∣ l2loss : 5.010959 ∣ 
[  epoch 0026/0030] 3800/4800, lr:3.1e-06 ∣ avg_100 : 5.109106 ∣ l2loss : 5.132429 ∣ 
[  epoch 0026/0030] 3810/4800, lr:3.1e-06 ∣ avg_100 : 5.107777 ∣ l2loss : 4.863789 ∣ 
[  epoch 0026/0030] 3820/4800, lr:3.1e-06 ∣ avg_100 : 5.109438 ∣ l2loss : 5.207177 ∣ 
[  epoch 0026/0030] 3830/4800, lr:3.1e-06 ∣ avg_100 : 5.109495 ∣ l2loss : 4.964353 ∣ 
[  epoch 0026/0030] 3840/4800, lr:3.1e-06 ∣ avg_100 : 5.109967 ∣ l2loss : 5.195782 ∣ 
[  epoch 0026/0030] 3850/4800, lr:3.1e-06 ∣ avg_100 : 5.105792 ∣ l2loss : 4.730591 ∣ 
[  epoch 0026/0030] 3860/4800, lr:3.1e-06 ∣ avg_100 : 5.107561 ∣ l2loss : 5.312850 ∣ 
[  epoch 0026/0030] 3870/4800, lr:3.1e-06 ∣ avg_100 : 5.107499 ∣ l2loss : 5.231565 ∣ 
[  epoch 0026/0030] 3880/4800, lr:3.1e-06 ∣ avg_100 : 5.107403 ∣ l2loss : 4.998498 ∣ 
[  epoch 0026/0030] 3890/4800, lr:3.1e-06 ∣ avg_100 : 5.104376 ∣ l2loss : 4.851283 ∣ 
[  epoch 0026/0030] 3900/4800, lr:3.1e-06 ∣ avg_100 : 5.104514 ∣ l2loss : 5.132448 ∣ 
[  epoch 0026/0030] 3910/4800, lr:3.1e-06 ∣ avg_100 : 5.104925 ∣ l2loss : 5.201517 ∣ 
[  epoch 0026/0030] 3920/4800, lr:3.1e-06 ∣ avg_100 : 5.106691 ∣ l2loss : 5.226857 ∣ 
[  epoch 0026/0030] 3930/4800, lr:3.1e-06 ∣ avg_100 : 5.106331 ∣ l2loss : 5.196377 ∣ 
[  epoch 0026/0030] 3940/4800, lr:3.1e-06 ∣ avg_100 : 5.108434 ∣ l2loss : 5.221886 ∣ 
[  epoch 0026/0030] 3950/4800, lr:3.1e-06 ∣ avg_100 : 5.105253 ∣ l2loss : 5.094257 ∣ 
[  epoch 0026/0030] 3960/4800, lr:3.1e-06 ∣ avg_100 : 5.103403 ∣ l2loss : 5.082024 ∣ 
[  epoch 0026/0030] 3970/4800, lr:3.1e-06 ∣ avg_100 : 5.101108 ∣ l2loss : 5.121176 ∣ 
[  epoch 0026/0030] 3980/4800, lr:3.1e-06 ∣ avg_100 : 5.099616 ∣ l2loss : 4.994373 ∣ 
[  epoch 0026/0030] 3990/4800, lr:3.1e-06 ∣ avg_100 : 5.098464 ∣ l2loss : 5.053995 ∣ 
[  epoch 0026/0030] 4000/4800, lr:3.1e-06 ∣ avg_100 : 5.099856 ∣ l2loss : 5.143931 ∣ 
[  epoch 0026/0030] 4010/4800, lr:3.1e-06 ∣ avg_100 : 5.101155 ∣ l2loss : 5.189894 ∣ 
[  epoch 0026/0030] 4020/4800, lr:3.1e-06 ∣ avg_100 : 5.101809 ∣ l2loss : 5.287012 ∣ 
[  epoch 0026/0030] 4030/4800, lr:3.1e-06 ∣ avg_100 : 5.104205 ∣ l2loss : 5.233242 ∣ 
[  epoch 0026/0030] 4040/4800, lr:3.1e-06 ∣ avg_100 : 5.104128 ∣ l2loss : 5.098758 ∣ 
[  epoch 0026/0030] 4050/4800, lr:3.1e-06 ∣ avg_100 : 5.103805 ∣ l2loss : 5.062106 ∣ 
[  epoch 0026/0030] 4060/4800, lr:3.1e-06 ∣ avg_100 : 5.104245 ∣ l2loss : 5.153347 ∣ 
[  epoch 0026/0030] 4070/4800, lr:3.1e-06 ∣ avg_100 : 5.103876 ∣ l2loss : 5.019286 ∣ 
[  epoch 0026/0030] 4080/4800, lr:3.1e-06 ∣ avg_100 : 5.104548 ∣ l2loss : 5.218676 ∣ 
[  epoch 0026/0030] 4090/4800, lr:3.1e-06 ∣ avg_100 : 5.106038 ∣ l2loss : 5.143665 ∣ 
[  epoch 0026/0030] 4100/4800, lr:3.1e-06 ∣ avg_100 : 5.106094 ∣ l2loss : 5.161747 ∣ 
[  epoch 0026/0030] 4110/4800, lr:3.1e-06 ∣ avg_100 : 5.103797 ∣ l2loss : 4.991140 ∣ 
[  epoch 0026/0030] 4120/4800, lr:3.1e-06 ∣ avg_100 : 5.103629 ∣ l2loss : 5.084484 ∣ 
[  epoch 0026/0030] 4130/4800, lr:3.1e-06 ∣ avg_100 : 5.103578 ∣ l2loss : 5.072976 ∣ 
[  epoch 0026/0030] 4140/4800, lr:3.1e-06 ∣ avg_100 : 5.103993 ∣ l2loss : 5.229104 ∣ 
[  epoch 0026/0030] 4150/4800, lr:3.1e-06 ∣ avg_100 : 5.105791 ∣ l2loss : 5.115256 ∣ 
[  epoch 0026/0030] 4160/4800, lr:3.1e-06 ∣ avg_100 : 5.104786 ∣ l2loss : 4.972103 ∣ 
[  epoch 0026/0030] 4170/4800, lr:3.1e-06 ∣ avg_100 : 5.104452 ∣ l2loss : 4.856572 ∣ 
[  epoch 0026/0030] 4180/4800, lr:3.1e-06 ∣ avg_100 : 5.105110 ∣ l2loss : 5.244049 ∣ 
[  epoch 0026/0030] 4190/4800, lr:3.1e-06 ∣ avg_100 : 5.106337 ∣ l2loss : 5.065439 ∣ 
[  epoch 0026/0030] 4200/4800, lr:3.1e-06 ∣ avg_100 : 5.102528 ∣ l2loss : 4.916604 ∣ 
[  epoch 0026/0030] 4210/4800, lr:3.1e-06 ∣ avg_100 : 5.104764 ∣ l2loss : 5.186363 ∣ 
[  epoch 0026/0030] 4220/4800, lr:3.1e-06 ∣ avg_100 : 5.106995 ∣ l2loss : 5.280476 ∣ 
[  epoch 0026/0030] 4230/4800, lr:3.1e-06 ∣ avg_100 : 5.104402 ∣ l2loss : 4.943883 ∣ 
[  epoch 0026/0030] 4240/4800, lr:3.1e-06 ∣ avg_100 : 5.103116 ∣ l2loss : 5.161573 ∣ 
[  epoch 0026/0030] 4250/4800, lr:3.1e-06 ∣ avg_100 : 5.101519 ∣ l2loss : 5.052479 ∣ 
[  epoch 0026/0030] 4260/4800, lr:3.1e-06 ∣ avg_100 : 5.100347 ∣ l2loss : 5.044517 ∣ 
[  epoch 0026/0030] 4270/4800, lr:3.1e-06 ∣ avg_100 : 5.101765 ∣ l2loss : 5.225016 ∣ 
[  epoch 0026/0030] 4280/4800, lr:3.1e-06 ∣ avg_100 : 5.098162 ∣ l2loss : 4.858279 ∣ 
[  epoch 0026/0030] 4290/4800, lr:3.1e-06 ∣ avg_100 : 5.099672 ∣ l2loss : 5.322102 ∣ 
[  epoch 0026/0030] 4300/4800, lr:3.1e-06 ∣ avg_100 : 5.097717 ∣ l2loss : 4.963284 ∣ 
[  epoch 0026/0030] 4310/4800, lr:3.1e-06 ∣ avg_100 : 5.100600 ∣ l2loss : 5.208268 ∣ 
[  epoch 0026/0030] 4320/4800, lr:3.1e-06 ∣ avg_100 : 5.100842 ∣ l2loss : 5.140683 ∣ 
[  epoch 0026/0030] 4330/4800, lr:3.1e-06 ∣ avg_100 : 5.099745 ∣ l2loss : 4.989981 ∣ 
[  epoch 0026/0030] 4340/4800, lr:3.1e-06 ∣ avg_100 : 5.098253 ∣ l2loss : 5.104017 ∣ 
[  epoch 0026/0030] 4350/4800, lr:3.1e-06 ∣ avg_100 : 5.096746 ∣ l2loss : 5.075096 ∣ 
[  epoch 0026/0030] 4360/4800, lr:3.1e-06 ∣ avg_100 : 5.095912 ∣ l2loss : 5.031585 ∣ 
[  epoch 0026/0030] 4370/4800, lr:3.1e-06 ∣ avg_100 : 5.092777 ∣ l2loss : 5.007552 ∣ 
[  epoch 0026/0030] 4380/4800, lr:3.1e-06 ∣ avg_100 : 5.095970 ∣ l2loss : 5.444062 ∣ 
[  epoch 0026/0030] 4390/4800, lr:3.1e-06 ∣ avg_100 : 5.096075 ∣ l2loss : 5.026815 ∣ 
[  epoch 0026/0030] 4400/4800, lr:3.1e-06 ∣ avg_100 : 5.095996 ∣ l2loss : 5.099057 ∣ 
[  epoch 0026/0030] 4410/4800, lr:3.1e-06 ∣ avg_100 : 5.093357 ∣ l2loss : 4.855960 ∣ 
[  epoch 0026/0030] 4420/4800, lr:3.1e-06 ∣ avg_100 : 5.094197 ∣ l2loss : 5.071636 ∣ 
[  epoch 0026/0030] 4430/4800, lr:3.1e-06 ∣ avg_100 : 5.093562 ∣ l2loss : 5.138822 ∣ 
[  epoch 0026/0030] 4440/4800, lr:3.1e-06 ∣ avg_100 : 5.095453 ∣ l2loss : 5.044875 ∣ 
[  epoch 0026/0030] 4450/4800, lr:3.1e-06 ∣ avg_100 : 5.096235 ∣ l2loss : 5.057887 ∣ 
[  epoch 0026/0030] 4460/4800, lr:3.1e-06 ∣ avg_100 : 5.092792 ∣ l2loss : 5.053850 ∣ 
[  epoch 0026/0030] 4470/4800, lr:3.1e-06 ∣ avg_100 : 5.093423 ∣ l2loss : 5.021928 ∣ 
[  epoch 0026/0030] 4480/4800, lr:3.1e-06 ∣ avg_100 : 5.094196 ∣ l2loss : 5.057399 ∣ 
[  epoch 0026/0030] 4490/4800, lr:3.1e-06 ∣ avg_100 : 5.093869 ∣ l2loss : 5.147644 ∣ 
[  epoch 0026/0030] 4500/4800, lr:3.1e-06 ∣ avg_100 : 5.093662 ∣ l2loss : 5.089619 ∣ 
[  epoch 0026/0030] 4510/4800, lr:3.1e-06 ∣ avg_100 : 5.093015 ∣ l2loss : 4.973880 ∣ 
[  epoch 0026/0030] 4520/4800, lr:3.1e-06 ∣ avg_100 : 5.092268 ∣ l2loss : 5.070655 ∣ 
[  epoch 0026/0030] 4530/4800, lr:3.1e-06 ∣ avg_100 : 5.091175 ∣ l2loss : 4.985310 ∣ 
[  epoch 0026/0030] 4540/4800, lr:3.1e-06 ∣ avg_100 : 5.090904 ∣ l2loss : 4.937688 ∣ 
[  epoch 0026/0030] 4550/4800, lr:3.1e-06 ∣ avg_100 : 5.092176 ∣ l2loss : 5.062774 ∣ 
[  epoch 0026/0030] 4560/4800, lr:3.1e-06 ∣ avg_100 : 5.091745 ∣ l2loss : 4.761297 ∣ 
[  epoch 0026/0030] 4570/4800, lr:3.1e-06 ∣ avg_100 : 5.096973 ∣ l2loss : 5.370487 ∣ 
[  epoch 0026/0030] 4580/4800, lr:3.1e-06 ∣ avg_100 : 5.095618 ∣ l2loss : 4.926447 ∣ 
[  epoch 0026/0030] 4590/4800, lr:3.1e-06 ∣ avg_100 : 5.094911 ∣ l2loss : 5.159033 ∣ 
[  epoch 0026/0030] 4600/4800, lr:3.1e-06 ∣ avg_100 : 5.094408 ∣ l2loss : 5.128311 ∣ 
[  epoch 0026/0030] 4610/4800, lr:3.1e-06 ∣ avg_100 : 5.090360 ∣ l2loss : 4.957048 ∣ 
[  epoch 0026/0030] 4620/4800, lr:3.1e-06 ∣ avg_100 : 5.090975 ∣ l2loss : 5.182644 ∣ 
[  epoch 0026/0030] 4630/4800, lr:3.1e-06 ∣ avg_100 : 5.089615 ∣ l2loss : 5.133510 ∣ 
[  epoch 0026/0030] 4640/4800, lr:3.1e-06 ∣ avg_100 : 5.090788 ∣ l2loss : 5.080093 ∣ 
[  epoch 0026/0030] 4650/4800, lr:3.1e-06 ∣ avg_100 : 5.090189 ∣ l2loss : 4.987595 ∣ 
[  epoch 0026/0030] 4660/4800, lr:3.1e-06 ∣ avg_100 : 5.087674 ∣ l2loss : 4.951641 ∣ 
[  epoch 0026/0030] 4670/4800, lr:3.1e-06 ∣ avg_100 : 5.088393 ∣ l2loss : 5.166539 ∣ 
[  epoch 0026/0030] 4680/4800, lr:3.1e-06 ∣ avg_100 : 5.087626 ∣ l2loss : 5.067670 ∣ 
[  epoch 0026/0030] 4690/4800, lr:3.1e-06 ∣ avg_100 : 5.086831 ∣ l2loss : 4.887227 ∣ 
[  epoch 0026/0030] 4700/4800, lr:3.1e-06 ∣ avg_100 : 5.088123 ∣ l2loss : 5.359308 ∣ 
[  epoch 0026/0030] 4710/4800, lr:3.1e-06 ∣ avg_100 : 5.082021 ∣ l2loss : 4.960503 ∣ 
[  epoch 0026/0030] 4720/4800, lr:3.1e-06 ∣ avg_100 : 5.083245 ∣ l2loss : 5.283530 ∣ 
[  epoch 0026/0030] 4730/4800, lr:3.1e-06 ∣ avg_100 : 5.085270 ∣ l2loss : 4.964472 ∣ 
[  epoch 0026/0030] 4740/4800, lr:3.1e-06 ∣ avg_100 : 5.083533 ∣ l2loss : 4.891039 ∣ 
[  epoch 0026/0030] 4750/4800, lr:3.1e-06 ∣ avg_100 : 5.083859 ∣ l2loss : 5.035297 ∣ 
[  epoch 0026/0030] 4760/4800, lr:3.1e-06 ∣ avg_100 : 5.083620 ∣ l2loss : 4.958905 ∣ 
[  epoch 0026/0030] 4770/4800, lr:3.1e-06 ∣ avg_100 : 5.079728 ∣ l2loss : 4.818331 ∣ 
[  epoch 0026/0030] 4780/4800, lr:3.1e-06 ∣ avg_100 : 5.078490 ∣ l2loss : 4.999445 ∣ 
[  epoch 0026/0030] 4790/4800, lr:3.1e-06 ∣ avg_100 : 5.077088 ∣ l2loss : 4.870823 ∣ 
[  epoch 0026/0030] 4800/4800, lr:3.1e-06 ∣ avg_100 : 5.075088 ∣ l2loss : 4.932412 ∣ 
[    val 026    ] Done! PSNR : 36.23 dB, SSIM : 0.922total: 23:36:18                    
[  epoch 0027/0030] 0010/4800, lr:3.1e-06 ∣ avg_100 : 5.074757 ∣ l2loss : 4.830712 ∣ 
[  epoch 0027/0030] 0020/4800, lr:3.1e-06 ∣ avg_100 : 5.074556 ∣ l2loss : 5.187032 ∣ 
[  epoch 0027/0030] 0030/4800, lr:3.1e-06 ∣ avg_100 : 5.072210 ∣ l2loss : 4.729742 ∣ 
[  epoch 0027/0030] 0040/4800, lr:3.1e-06 ∣ avg_100 : 5.071167 ∣ l2loss : 5.091484 ∣ 
[  epoch 0027/0030] 0050/4800, lr:3.1e-06 ∣ avg_100 : 5.075972 ∣ l2loss : 5.211159 ∣ 
[  epoch 0027/0030] 0060/4800, lr:3.1e-06 ∣ avg_100 : 5.074021 ∣ l2loss : 5.117703 ∣ 
[  epoch 0027/0030] 0070/4800, lr:3.1e-06 ∣ avg_100 : 5.070780 ∣ l2loss : 4.907440 ∣ 
[  epoch 0027/0030] 0080/4800, lr:3.1e-06 ∣ avg_100 : 5.071192 ∣ l2loss : 5.039702 ∣ 
[  epoch 0027/0030] 0090/4800, lr:3.1e-06 ∣ avg_100 : 5.073568 ∣ l2loss : 5.088890 ∣ 
[  epoch 0027/0030] 0100/4800, lr:3.1e-06 ∣ avg_100 : 5.072921 ∣ l2loss : 5.067789 ∣ 
[  epoch 0027/0030] 0110/4800, lr:3.1e-06 ∣ avg_100 : 5.072384 ∣ l2loss : 5.147781 ∣ 
[  epoch 0027/0030] 0120/4800, lr:3.1e-06 ∣ avg_100 : 5.070892 ∣ l2loss : 5.077646 ∣ 
[  epoch 0027/0030] 0130/4800, lr:3.1e-06 ∣ avg_100 : 5.068440 ∣ l2loss : 4.951197 ∣ 
[  epoch 0027/0030] 0140/4800, lr:3.1e-06 ∣ avg_100 : 5.065804 ∣ l2loss : 4.958331 ∣ 
[  epoch 0027/0030] 0150/4800, lr:3.1e-06 ∣ avg_100 : 5.063764 ∣ l2loss : 4.890201 ∣ 
[  epoch 0027/0030] 0160/4800, lr:3.1e-06 ∣ avg_100 : 5.065322 ∣ l2loss : 5.237842 ∣ 
[  epoch 0027/0030] 0170/4800, lr:3.1e-06 ∣ avg_100 : 5.067917 ∣ l2loss : 5.380683 ∣ 
[  epoch 0027/0030] 0180/4800, lr:3.1e-06 ∣ avg_100 : 5.071243 ∣ l2loss : 5.326990 ∣ 
[  epoch 0027/0030] 0190/4800, lr:3.1e-06 ∣ avg_100 : 5.070522 ∣ l2loss : 4.981815 ∣ 
[  epoch 0027/0030] 0200/4800, lr:3.1e-06 ∣ avg_100 : 5.071850 ∣ l2loss : 5.276768 ∣ 
[  epoch 0027/0030] 0210/4800, lr:3.1e-06 ∣ avg_100 : 5.071556 ∣ l2loss : 5.160466 ∣ 
[  epoch 0027/0030] 0220/4800, lr:3.1e-06 ∣ avg_100 : 5.070892 ∣ l2loss : 5.220636 ∣ 
[  epoch 0027/0030] 0230/4800, lr:3.1e-06 ∣ avg_100 : 5.070362 ∣ l2loss : 5.180293 ∣ 
[  epoch 0027/0030] 0240/4800, lr:3.1e-06 ∣ avg_100 : 5.070457 ∣ l2loss : 5.108206 ∣ 
[  epoch 0027/0030] 0250/4800, lr:3.1e-06 ∣ avg_100 : 5.070473 ∣ l2loss : 5.063723 ∣ 
[  epoch 0027/0030] 0260/4800, lr:3.1e-06 ∣ avg_100 : 5.070658 ∣ l2loss : 5.171811 ∣ 
[  epoch 0027/0030] 0270/4800, lr:3.1e-06 ∣ avg_100 : 5.071500 ∣ l2loss : 5.103515 ∣ 
[  epoch 0027/0030] 0280/4800, lr:3.1e-06 ∣ avg_100 : 5.070451 ∣ l2loss : 5.113814 ∣ 
[  epoch 0027/0030] 0290/4800, lr:3.1e-06 ∣ avg_100 : 5.071374 ∣ l2loss : 5.235977 ∣ 
[  epoch 0027/0030] 0300/4800, lr:3.1e-06 ∣ avg_100 : 5.072292 ∣ l2loss : 5.253502 ∣ 
[  epoch 0027/0030] 0310/4800, lr:3.1e-06 ∣ avg_100 : 5.074990 ∣ l2loss : 5.260910 ∣ 
[  epoch 0027/0030] 0320/4800, lr:3.1e-06 ∣ avg_100 : 5.076507 ∣ l2loss : 5.236182 ∣ 
[  epoch 0027/0030] 0330/4800, lr:3.1e-06 ∣ avg_100 : 5.074916 ∣ l2loss : 4.913871 ∣ 
[  epoch 0027/0030] 0340/4800, lr:3.1e-06 ∣ avg_100 : 5.073168 ∣ l2loss : 5.054309 ∣ 
[  epoch 0027/0030] 0350/4800, lr:3.1e-06 ∣ avg_100 : 5.073655 ∣ l2loss : 5.163948 ∣ 
[  epoch 0027/0030] 0360/4800, lr:3.1e-06 ∣ avg_100 : 5.073995 ∣ l2loss : 5.006191 ∣ 
[  epoch 0027/0030] 0370/4800, lr:3.1e-06 ∣ avg_100 : 5.075967 ∣ l2loss : 5.053766 ∣ 
[  epoch 0027/0030] 0380/4800, lr:3.1e-06 ∣ avg_100 : 5.073618 ∣ l2loss : 5.009085 ∣ 
[  epoch 0027/0030] 0390/4800, lr:3.1e-06 ∣ avg_100 : 5.074210 ∣ l2loss : 5.124674 ∣ 
[  epoch 0027/0030] 0400/4800, lr:3.1e-06 ∣ avg_100 : 5.078184 ∣ l2loss : 5.313945 ∣ 
[  epoch 0027/0030] 0410/4800, lr:3.1e-06 ∣ avg_100 : 5.078384 ∣ l2loss : 5.206425 ∣ 
[  epoch 0027/0030] 0420/4800, lr:3.1e-06 ∣ avg_100 : 5.077117 ∣ l2loss : 5.153715 ∣ 
[  epoch 0027/0030] 0430/4800, lr:3.1e-06 ∣ avg_100 : 5.078674 ∣ l2loss : 5.099611 ∣ 
[  epoch 0027/0030] 0440/4800, lr:3.1e-06 ∣ avg_100 : 5.079458 ∣ l2loss : 5.240022 ∣ 
[  epoch 0027/0030] 0450/4800, lr:3.1e-06 ∣ avg_100 : 5.078113 ∣ l2loss : 4.917965 ∣ 
[  epoch 0027/0030] 0460/4800, lr:3.1e-06 ∣ avg_100 : 5.078875 ∣ l2loss : 5.120658 ∣ 
[  epoch 0027/0030] 0470/4800, lr:3.1e-06 ∣ avg_100 : 5.077190 ∣ l2loss : 5.056509 ∣ 
[  epoch 0027/0030] 0480/4800, lr:3.1e-06 ∣ avg_100 : 5.077932 ∣ l2loss : 4.932491 ∣ 
[  epoch 0027/0030] 0490/4800, lr:3.1e-06 ∣ avg_100 : 5.074368 ∣ l2loss : 4.965740 ∣ 
[  epoch 0027/0030] 0500/4800, lr:3.1e-06 ∣ avg_100 : 5.076520 ∣ l2loss : 5.178521 ∣ 
[  epoch 0027/0030] 0510/4800, lr:3.1e-06 ∣ avg_100 : 5.073639 ∣ l2loss : 4.920095 ∣ 
[  epoch 0027/0030] 0520/4800, lr:3.1e-06 ∣ avg_100 : 5.072707 ∣ l2loss : 5.047530 ∣ 
[  epoch 0027/0030] 0530/4800, lr:3.1e-06 ∣ avg_100 : 5.074239 ∣ l2loss : 5.143129 ∣ 
[  epoch 0027/0030] 0540/4800, lr:3.1e-06 ∣ avg_100 : 5.075533 ∣ l2loss : 5.233475 ∣ 
[  epoch 0027/0030] 0550/4800, lr:3.1e-06 ∣ avg_100 : 5.074837 ∣ l2loss : 5.005512 ∣ 
[  epoch 0027/0030] 0560/4800, lr:3.1e-06 ∣ avg_100 : 5.075589 ∣ l2loss : 5.106786 ∣ 
[  epoch 0027/0030] 0570/4800, lr:3.1e-06 ∣ avg_100 : 5.074350 ∣ l2loss : 4.883666 ∣ 
[  epoch 0027/0030] 0580/4800, lr:3.1e-06 ∣ avg_100 : 5.069820 ∣ l2loss : 4.991045 ∣ 
[  epoch 0027/0030] 0590/4800, lr:3.1e-06 ∣ avg_100 : 5.070635 ∣ l2loss : 5.108272 ∣ 
[  epoch 0027/0030] 0600/4800, lr:3.1e-06 ∣ avg_100 : 5.071772 ∣ l2loss : 5.212748 ∣ 
[  epoch 0027/0030] 0610/4800, lr:3.1e-06 ∣ avg_100 : 5.072938 ∣ l2loss : 4.972584 ∣ 
[  epoch 0027/0030] 0620/4800, lr:3.1e-06 ∣ avg_100 : 5.075936 ∣ l2loss : 5.371441 ∣ 
[  epoch 0027/0030] 0630/4800, lr:3.1e-06 ∣ avg_100 : 5.074498 ∣ l2loss : 4.995061 ∣ 
[  epoch 0027/0030] 0640/4800, lr:3.1e-06 ∣ avg_100 : 5.074680 ∣ l2loss : 5.063053 ∣ 
[  epoch 0027/0030] 0650/4800, lr:3.1e-06 ∣ avg_100 : 5.075399 ∣ l2loss : 5.129769 ∣ 
[  epoch 0027/0030] 0660/4800, lr:3.1e-06 ∣ avg_100 : 5.074935 ∣ l2loss : 5.007409 ∣ 
[  epoch 0027/0030] 0670/4800, lr:3.1e-06 ∣ avg_100 : 5.074181 ∣ l2loss : 4.946605 ∣ 
[  epoch 0027/0030] 0680/4800, lr:3.1e-06 ∣ avg_100 : 5.074622 ∣ l2loss : 5.101464 ∣ 
[  epoch 0027/0030] 0690/4800, lr:3.1e-06 ∣ avg_100 : 5.074986 ∣ l2loss : 5.184084 ∣ 
[  epoch 0027/0030] 0700/4800, lr:3.1e-06 ∣ avg_100 : 5.076776 ∣ l2loss : 5.268589 ∣ 
[  epoch 0027/0030] 0710/4800, lr:3.1e-06 ∣ avg_100 : 5.078354 ∣ l2loss : 5.131636 ∣ 
[  epoch 0027/0030] 0720/4800, lr:3.1e-06 ∣ avg_100 : 5.076966 ∣ l2loss : 4.931921 ∣ 
[  epoch 0027/0030] 0730/4800, lr:3.1e-06 ∣ avg_100 : 5.075196 ∣ l2loss : 4.808256 ∣ 
[  epoch 0027/0030] 0740/4800, lr:3.1e-06 ∣ avg_100 : 5.077506 ∣ l2loss : 5.168703 ∣ 
[  epoch 0027/0030] 0750/4800, lr:3.1e-06 ∣ avg_100 : 5.076654 ∣ l2loss : 4.977610 ∣ 
[  epoch 0027/0030] 0760/4800, lr:3.1e-06 ∣ avg_100 : 5.080055 ∣ l2loss : 5.101310 ∣ 
[  epoch 0027/0030] 0770/4800, lr:3.1e-06 ∣ avg_100 : 5.076929 ∣ l2loss : 5.057887 ∣ 
[  epoch 0027/0030] 0780/4800, lr:3.1e-06 ∣ avg_100 : 5.078421 ∣ l2loss : 5.075693 ∣ 
[  epoch 0027/0030] 0790/4800, lr:3.1e-06 ∣ avg_100 : 5.078127 ∣ l2loss : 5.129682 ∣ 
[  epoch 0027/0030] 0800/4800, lr:3.1e-06 ∣ avg_100 : 5.075928 ∣ l2loss : 4.908385 ∣ 
[  epoch 0027/0030] 0810/4800, lr:3.1e-06 ∣ avg_100 : 5.075481 ∣ l2loss : 4.912327 ∣ 
[  epoch 0027/0030] 0820/4800, lr:3.1e-06 ∣ avg_100 : 5.074618 ∣ l2loss : 5.096391 ∣ 
[  epoch 0027/0030] 0830/4800, lr:3.1e-06 ∣ avg_100 : 5.074930 ∣ l2loss : 5.164711 ∣ 
[  epoch 0027/0030] 0840/4800, lr:3.1e-06 ∣ avg_100 : 5.073362 ∣ l2loss : 4.923229 ∣ 
[  epoch 0027/0030] 0850/4800, lr:3.1e-06 ∣ avg_100 : 5.073466 ∣ l2loss : 4.997993 ∣ 
[  epoch 0027/0030] 0860/4800, lr:3.1e-06 ∣ avg_100 : 5.074557 ∣ l2loss : 5.060745 ∣ 
[  epoch 0027/0030] 0870/4800, lr:3.1e-06 ∣ avg_100 : 5.073183 ∣ l2loss : 5.029111 ∣ 
[  epoch 0027/0030] 0880/4800, lr:3.1e-06 ∣ avg_100 : 5.072785 ∣ l2loss : 5.027878 ∣ 
[  epoch 0027/0030] 0890/4800, lr:3.1e-06 ∣ avg_100 : 5.074476 ∣ l2loss : 5.056377 ∣ 
[  epoch 0027/0030] 0900/4800, lr:3.1e-06 ∣ avg_100 : 5.070542 ∣ l2loss : 4.965927 ∣ 
[  epoch 0027/0030] 0910/4800, lr:3.1e-06 ∣ avg_100 : 5.069538 ∣ l2loss : 4.860080 ∣ 
[  epoch 0027/0030] 0920/4800, lr:3.1e-06 ∣ avg_100 : 5.067515 ∣ l2loss : 5.081250 ∣ 
[  epoch 0027/0030] 0930/4800, lr:3.1e-06 ∣ avg_100 : 5.069644 ∣ l2loss : 5.177320 ∣ 
[  epoch 0027/0030] 0940/4800, lr:3.1e-06 ∣ avg_100 : 5.072718 ∣ l2loss : 5.198450 ∣ 
[  epoch 0027/0030] 0950/4800, lr:3.1e-06 ∣ avg_100 : 5.072981 ∣ l2loss : 5.061629 ∣ 
[  epoch 0027/0030] 0960/4800, lr:3.1e-06 ∣ avg_100 : 5.074632 ∣ l2loss : 5.123967 ∣ 
[  epoch 0027/0030] 0970/4800, lr:3.1e-06 ∣ avg_100 : 5.076059 ∣ l2loss : 4.961042 ∣ 
[  epoch 0027/0030] 0980/4800, lr:3.1e-06 ∣ avg_100 : 5.075871 ∣ l2loss : 4.980692 ∣ 
[  epoch 0027/0030] 0990/4800, lr:3.1e-06 ∣ avg_100 : 5.078566 ∣ l2loss : 5.140286 ∣ 
[  epoch 0027/0030] 1000/4800, lr:3.1e-06 ∣ avg_100 : 5.078736 ∣ l2loss : 4.949404 ∣ 
[  epoch 0027/0030] 1010/4800, lr:3.1e-06 ∣ avg_100 : 5.082396 ∣ l2loss : 5.196754 ∣ 
[  epoch 0027/0030] 1020/4800, lr:3.1e-06 ∣ avg_100 : 5.081369 ∣ l2loss : 5.084275 ∣ 
[  epoch 0027/0030] 1030/4800, lr:3.1e-06 ∣ avg_100 : 5.083757 ∣ l2loss : 4.968528 ∣ 
[  epoch 0027/0030] 1040/4800, lr:3.1e-06 ∣ avg_100 : 5.084693 ∣ l2loss : 5.185104 ∣ 
[  epoch 0027/0030] 1050/4800, lr:3.1e-06 ∣ avg_100 : 5.085216 ∣ l2loss : 5.263451 ∣ 
[  epoch 0027/0030] 1060/4800, lr:3.1e-06 ∣ avg_100 : 5.084739 ∣ l2loss : 5.070033 ∣ 
[  epoch 0027/0030] 1070/4800, lr:3.1e-06 ∣ avg_100 : 5.087730 ∣ l2loss : 5.206547 ∣ 
[  epoch 0027/0030] 1080/4800, lr:3.1e-06 ∣ avg_100 : 5.088350 ∣ l2loss : 5.101680 ∣ 
[  epoch 0027/0030] 1090/4800, lr:3.1e-06 ∣ avg_100 : 5.088810 ∣ l2loss : 5.134888 ∣ 
[  epoch 0027/0030] 1100/4800, lr:3.1e-06 ∣ avg_100 : 5.088837 ∣ l2loss : 5.070479 ∣ 
[  epoch 0027/0030] 1110/4800, lr:3.1e-06 ∣ avg_100 : 5.087557 ∣ l2loss : 5.019798 ∣ 
[  epoch 0027/0030] 1120/4800, lr:3.1e-06 ∣ avg_100 : 5.088124 ∣ l2loss : 5.134383 ∣ 
[  epoch 0027/0030] 1130/4800, lr:3.1e-06 ∣ avg_100 : 5.090426 ∣ l2loss : 5.181355 ∣ 
[  epoch 0027/0030] 1140/4800, lr:3.1e-06 ∣ avg_100 : 5.092132 ∣ l2loss : 5.128971 ∣ 
[  epoch 0027/0030] 1150/4800, lr:3.1e-06 ∣ avg_100 : 5.095250 ∣ l2loss : 5.201986 ∣ 
[  epoch 0027/0030] 1160/4800, lr:3.1e-06 ∣ avg_100 : 5.092618 ∣ l2loss : 4.974636 ∣ 
[  epoch 0027/0030] 1170/4800, lr:3.1e-06 ∣ avg_100 : 5.088688 ∣ l2loss : 4.987716 ∣ 
[  epoch 0027/0030] 1180/4800, lr:3.1e-06 ∣ avg_100 : 5.087301 ∣ l2loss : 5.188255 ∣ 
[  epoch 0027/0030] 1190/4800, lr:3.1e-06 ∣ avg_100 : 5.088392 ∣ l2loss : 5.090953 ∣ 
[  epoch 0027/0030] 1200/4800, lr:3.1e-06 ∣ avg_100 : 5.087647 ∣ l2loss : 5.202268 ∣ 
[  epoch 0027/0030] 1210/4800, lr:3.1e-06 ∣ avg_100 : 5.088421 ∣ l2loss : 5.237842 ∣ 
[  epoch 0027/0030] 1220/4800, lr:3.1e-06 ∣ avg_100 : 5.086428 ∣ l2loss : 5.021264 ∣ 
[  epoch 0027/0030] 1230/4800, lr:3.1e-06 ∣ avg_100 : 5.086282 ∣ l2loss : 5.165717 ∣ 
[  epoch 0027/0030] 1240/4800, lr:3.1e-06 ∣ avg_100 : 5.085786 ∣ l2loss : 5.058643 ∣ 
[  epoch 0027/0030] 1250/4800, lr:3.1e-06 ∣ avg_100 : 5.086121 ∣ l2loss : 5.097257 ∣ 
[  epoch 0027/0030] 1260/4800, lr:3.1e-06 ∣ avg_100 : 5.085023 ∣ l2loss : 5.061926 ∣ 
[  epoch 0027/0030] 1270/4800, lr:3.1e-06 ∣ avg_100 : 5.083254 ∣ l2loss : 4.926640 ∣ 
[  epoch 0027/0030] 1280/4800, lr:3.1e-06 ∣ avg_100 : 5.082341 ∣ l2loss : 5.022500 ∣ 
[  epoch 0027/0030] 1290/4800, lr:3.1e-06 ∣ avg_100 : 5.079892 ∣ l2loss : 4.991122 ∣ 
[  epoch 0027/0030] 1300/4800, lr:3.1e-06 ∣ avg_100 : 5.077967 ∣ l2loss : 5.060955 ∣ 
[  epoch 0027/0030] 1310/4800, lr:3.1e-06 ∣ avg_100 : 5.074935 ∣ l2loss : 4.957739 ∣ 
[  epoch 0027/0030] 1320/4800, lr:3.1e-06 ∣ avg_100 : 5.073864 ∣ l2loss : 5.129107 ∣ 
[  epoch 0027/0030] 1330/4800, lr:3.1e-06 ∣ avg_100 : 5.077256 ∣ l2loss : 5.253018 ∣ 
[  epoch 0027/0030] 1340/4800, lr:3.1e-06 ∣ avg_100 : 5.078811 ∣ l2loss : 5.209816 ∣ 
[  epoch 0027/0030] 1350/4800, lr:3.1e-06 ∣ avg_100 : 5.078104 ∣ l2loss : 5.093315 ∣ 
[  epoch 0027/0030] 1360/4800, lr:3.1e-06 ∣ avg_100 : 5.079428 ∣ l2loss : 5.138551 ∣ 
[  epoch 0027/0030] 1370/4800, lr:3.1e-06 ∣ avg_100 : 5.078199 ∣ l2loss : 4.930904 ∣ 
[  epoch 0027/0030] 1380/4800, lr:3.1e-06 ∣ avg_100 : 5.078787 ∣ l2loss : 5.067836 ∣ 
[  epoch 0027/0030] 1390/4800, lr:3.1e-06 ∣ avg_100 : 5.079518 ∣ l2loss : 5.197758 ∣ 
[  epoch 0027/0030] 1400/4800, lr:3.1e-06 ∣ avg_100 : 5.076102 ∣ l2loss : 4.972391 ∣ 
[  epoch 0027/0030] 1410/4800, lr:3.1e-06 ∣ avg_100 : 5.074826 ∣ l2loss : 5.078763 ∣ 
[  epoch 0027/0030] 1420/4800, lr:3.1e-06 ∣ avg_100 : 5.074961 ∣ l2loss : 5.167269 ∣ 
[  epoch 0027/0030] 1430/4800, lr:3.1e-06 ∣ avg_100 : 5.074594 ∣ l2loss : 5.062855 ∣ 
[  epoch 0027/0030] 1440/4800, lr:3.1e-06 ∣ avg_100 : 5.072893 ∣ l2loss : 5.070003 ∣ 
[  epoch 0027/0030] 1450/4800, lr:3.1e-06 ∣ avg_100 : 5.074882 ∣ l2loss : 5.116809 ∣ 
[  epoch 0027/0030] 1460/4800, lr:3.1e-06 ∣ avg_100 : 5.075184 ∣ l2loss : 5.150856 ∣ 
[  epoch 0027/0030] 1470/4800, lr:3.1e-06 ∣ avg_100 : 5.074193 ∣ l2loss : 4.957407 ∣ 
[  epoch 0027/0030] 1480/4800, lr:3.1e-06 ∣ avg_100 : 5.075016 ∣ l2loss : 5.014810 ∣ 
[  epoch 0027/0030] 1490/4800, lr:3.1e-06 ∣ avg_100 : 5.076202 ∣ l2loss : 5.084329 ∣ 
[  epoch 0027/0030] 1500/4800, lr:3.1e-06 ∣ avg_100 : 5.076698 ∣ l2loss : 5.228105 ∣ 
[  epoch 0027/0030] 1510/4800, lr:3.1e-06 ∣ avg_100 : 5.082447 ∣ l2loss : 5.495008 ∣ 
[  epoch 0027/0030] 1520/4800, lr:3.1e-06 ∣ avg_100 : 5.081172 ∣ l2loss : 4.920028 ∣ 
[  epoch 0027/0030] 1530/4800, lr:3.1e-06 ∣ avg_100 : 5.080629 ∣ l2loss : 5.088806 ∣ 
[  epoch 0027/0030] 1540/4800, lr:3.1e-06 ∣ avg_100 : 5.079415 ∣ l2loss : 5.112109 ∣ 
[  epoch 0027/0030] 1550/4800, lr:3.1e-06 ∣ avg_100 : 5.079597 ∣ l2loss : 5.023719 ∣ 
[  epoch 0027/0030] 1560/4800, lr:3.1e-06 ∣ avg_100 : 5.082483 ∣ l2loss : 5.395422 ∣ 
[  epoch 0027/0030] 1570/4800, lr:3.1e-06 ∣ avg_100 : 5.084825 ∣ l2loss : 5.117864 ∣ 
[  epoch 0027/0030] 1580/4800, lr:3.1e-06 ∣ avg_100 : 5.084185 ∣ l2loss : 4.926993 ∣ 
[  epoch 0027/0030] 1590/4800, lr:3.1e-06 ∣ avg_100 : 5.084654 ∣ l2loss : 5.155166 ∣ 
[  epoch 0027/0030] 1600/4800, lr:3.1e-06 ∣ avg_100 : 5.084617 ∣ l2loss : 5.209114 ∣ 
[  epoch 0027/0030] 1610/4800, lr:3.1e-06 ∣ avg_100 : 5.084806 ∣ l2loss : 4.991441 ∣ 
[  epoch 0027/0030] 1620/4800, lr:3.1e-06 ∣ avg_100 : 5.083619 ∣ l2loss : 5.252703 ∣ 
[  epoch 0027/0030] 1630/4800, lr:3.1e-06 ∣ avg_100 : 5.084140 ∣ l2loss : 5.047175 ∣ 
[  epoch 0027/0030] 1640/4800, lr:3.1e-06 ∣ avg_100 : 5.086678 ∣ l2loss : 5.316867 ∣ 
[  epoch 0027/0030] 1650/4800, lr:3.1e-06 ∣ avg_100 : 5.087307 ∣ l2loss : 5.192650 ∣ 
[  epoch 0027/0030] 1660/4800, lr:3.1e-06 ∣ avg_100 : 5.089184 ∣ l2loss : 5.195116 ∣ 
[  epoch 0027/0030] 1670/4800, lr:3.1e-06 ∣ avg_100 : 5.090868 ∣ l2loss : 5.115036 ∣ 
[  epoch 0027/0030] 1680/4800, lr:3.1e-06 ∣ avg_100 : 5.090956 ∣ l2loss : 5.110227 ∣ 
[  epoch 0027/0030] 1690/4800, lr:3.1e-06 ∣ avg_100 : 5.088024 ∣ l2loss : 4.890913 ∣ 
[  epoch 0027/0030] 1700/4800, lr:3.1e-06 ∣ avg_100 : 5.086431 ∣ l2loss : 5.109236 ∣ 
[  epoch 0027/0030] 1710/4800, lr:3.1e-06 ∣ avg_100 : 5.085459 ∣ l2loss : 5.034526 ∣ 
[  epoch 0027/0030] 1720/4800, lr:3.1e-06 ∣ avg_100 : 5.088366 ∣ l2loss : 5.222548 ∣ 
[  epoch 0027/0030] 1730/4800, lr:3.1e-06 ∣ avg_100 : 5.091914 ∣ l2loss : 5.163091 ∣ 
[  epoch 0027/0030] 1740/4800, lr:3.1e-06 ∣ avg_100 : 5.092429 ∣ l2loss : 5.220243 ∣ 
[  epoch 0027/0030] 1750/4800, lr:3.1e-06 ∣ avg_100 : 5.095025 ∣ l2loss : 5.237180 ∣ 
[  epoch 0027/0030] 1760/4800, lr:3.1e-06 ∣ avg_100 : 5.094773 ∣ l2loss : 5.076087 ∣ 
[  epoch 0027/0030] 1770/4800, lr:3.1e-06 ∣ avg_100 : 5.095352 ∣ l2loss : 5.115813 ∣ 
[  epoch 0027/0030] 1780/4800, lr:3.1e-06 ∣ avg_100 : 5.096664 ∣ l2loss : 5.206867 ∣ 
[  epoch 0027/0030] 1790/4800, lr:3.1e-06 ∣ avg_100 : 5.096105 ∣ l2loss : 5.073768 ∣ 
[  epoch 0027/0030] 1800/4800, lr:3.1e-06 ∣ avg_100 : 5.096190 ∣ l2loss : 4.916942 ∣ 
[  epoch 0027/0030] 1810/4800, lr:3.1e-06 ∣ avg_100 : 5.097104 ∣ l2loss : 5.003668 ∣ 
[  epoch 0027/0030] 1820/4800, lr:3.1e-06 ∣ avg_100 : 5.097685 ∣ l2loss : 5.154541 ∣ 
[  epoch 0027/0030] 1830/4800, lr:3.1e-06 ∣ avg_100 : 5.098970 ∣ l2loss : 5.293187 ∣ 
[  epoch 0027/0030] 1840/4800, lr:3.1e-06 ∣ avg_100 : 5.101289 ∣ l2loss : 5.155161 ∣ 
[  epoch 0027/0030] 1850/4800, lr:3.1e-06 ∣ avg_100 : 5.101475 ∣ l2loss : 5.016599 ∣ 
[  epoch 0027/0030] 1860/4800, lr:3.1e-06 ∣ avg_100 : 5.100260 ∣ l2loss : 4.939189 ∣ 
[  epoch 0027/0030] 1870/4800, lr:3.1e-06 ∣ avg_100 : 5.101049 ∣ l2loss : 5.108042 ∣ 
[  epoch 0027/0030] 1880/4800, lr:3.1e-06 ∣ avg_100 : 5.103192 ∣ l2loss : 5.242181 ∣ 
[  epoch 0027/0030] 1890/4800, lr:3.1e-06 ∣ avg_100 : 5.103905 ∣ l2loss : 5.127708 ∣ 
[  epoch 0027/0030] 1900/4800, lr:3.1e-06 ∣ avg_100 : 5.106587 ∣ l2loss : 5.234082 ∣ 
[  epoch 0027/0030] 1910/4800, lr:3.1e-06 ∣ avg_100 : 5.108787 ∣ l2loss : 5.080096 ∣ 
[  epoch 0027/0030] 1920/4800, lr:3.1e-06 ∣ avg_100 : 5.108488 ∣ l2loss : 5.051370 ∣ 
[  epoch 0027/0030] 1930/4800, lr:3.1e-06 ∣ avg_100 : 5.105841 ∣ l2loss : 4.912543 ∣ 
[  epoch 0027/0030] 1940/4800, lr:3.1e-06 ∣ avg_100 : 5.106900 ∣ l2loss : 5.304400 ∣ 
[  epoch 0027/0030] 1950/4800, lr:3.1e-06 ∣ avg_100 : 5.106855 ∣ l2loss : 5.057087 ∣ 
[  epoch 0027/0030] 1960/4800, lr:3.1e-06 ∣ avg_100 : 5.107258 ∣ l2loss : 5.164327 ∣ 
[  epoch 0027/0030] 1970/4800, lr:3.1e-06 ∣ avg_100 : 5.109734 ∣ l2loss : 5.208612 ∣ 
[  epoch 0027/0030] 1980/4800, lr:3.1e-06 ∣ avg_100 : 5.112373 ∣ l2loss : 5.244621 ∣ 
[  epoch 0027/0030] 1990/4800, lr:3.1e-06 ∣ avg_100 : 5.115479 ∣ l2loss : 5.450880 ∣ 
[  epoch 0027/0030] 2000/4800, lr:3.1e-06 ∣ avg_100 : 5.116434 ∣ l2loss : 5.044844 ∣ 
[  epoch 0027/0030] 2010/4800, lr:3.1e-06 ∣ avg_100 : 5.115377 ∣ l2loss : 5.091109 ∣ 
[  epoch 0027/0030] 2020/4800, lr:3.1e-06 ∣ avg_100 : 5.116993 ∣ l2loss : 5.245888 ∣ 
[  epoch 0027/0030] 2030/4800, lr:3.1e-06 ∣ avg_100 : 5.121132 ∣ l2loss : 5.382358 ∣ 
[  epoch 0027/0030] 2040/4800, lr:3.1e-06 ∣ avg_100 : 5.119599 ∣ l2loss : 5.031878 ∣ 
[  epoch 0027/0030] 2050/4800, lr:3.1e-06 ∣ avg_100 : 5.121318 ∣ l2loss : 5.435292 ∣ 
[  epoch 0027/0030] 2060/4800, lr:3.1e-06 ∣ avg_100 : 5.122376 ∣ l2loss : 5.175813 ∣ 
[  epoch 0027/0030] 2070/4800, lr:3.1e-06 ∣ avg_100 : 5.120528 ∣ l2loss : 5.021750 ∣ 
[  epoch 0027/0030] 2080/4800, lr:3.1e-06 ∣ avg_100 : 5.122537 ∣ l2loss : 5.302618 ∣ 
[  epoch 0027/0030] 2090/4800, lr:3.1e-06 ∣ avg_100 : 5.124065 ∣ l2loss : 5.287725 ∣ 
[  epoch 0027/0030] 2100/4800, lr:3.1e-06 ∣ avg_100 : 5.124266 ∣ l2loss : 5.090572 ∣ 
[  epoch 0027/0030] 2110/4800, lr:3.1e-06 ∣ avg_100 : 5.123978 ∣ l2loss : 4.991001 ∣ 
[  epoch 0027/0030] 2120/4800, lr:3.1e-06 ∣ avg_100 : 5.120830 ∣ l2loss : 4.819519 ∣ 
[  epoch 0027/0030] 2130/4800, lr:3.1e-06 ∣ avg_100 : 5.122150 ∣ l2loss : 5.313349 ∣ 
[  epoch 0027/0030] 2140/4800, lr:3.1e-06 ∣ avg_100 : 5.123719 ∣ l2loss : 5.285927 ∣ 
[  epoch 0027/0030] 2150/4800, lr:3.1e-06 ∣ avg_100 : 5.122383 ∣ l2loss : 5.068385 ∣ 
[  epoch 0027/0030] 2160/4800, lr:3.1e-06 ∣ avg_100 : 5.126002 ∣ l2loss : 5.336521 ∣ 
[  epoch 0027/0030] 2170/4800, lr:3.1e-06 ∣ avg_100 : 5.126504 ∣ l2loss : 5.037918 ∣ 
[  epoch 0027/0030] 2180/4800, lr:3.1e-06 ∣ avg_100 : 5.126470 ∣ l2loss : 5.184891 ∣ 
[  epoch 0027/0030] 2190/4800, lr:3.1e-06 ∣ avg_100 : 5.123603 ∣ l2loss : 4.804169 ∣ 
[  epoch 0027/0030] 2200/4800, lr:3.1e-06 ∣ avg_100 : 5.122346 ∣ l2loss : 5.076571 ∣ 
[  epoch 0027/0030] 2210/4800, lr:3.1e-06 ∣ avg_100 : 5.120977 ∣ l2loss : 5.100944 ∣ 
[  epoch 0027/0030] 2220/4800, lr:3.1e-06 ∣ avg_100 : 5.120139 ∣ l2loss : 4.937537 ∣ 
[  epoch 0027/0030] 2230/4800, lr:3.1e-06 ∣ avg_100 : 5.118074 ∣ l2loss : 4.959232 ∣ 
[  epoch 0027/0030] 2240/4800, lr:3.1e-06 ∣ avg_100 : 5.118798 ∣ l2loss : 5.130995 ∣ 
[  epoch 0027/0030] 2250/4800, lr:3.1e-06 ∣ avg_100 : 5.118339 ∣ l2loss : 5.051366 ∣ 
[  epoch 0027/0030] 2260/4800, lr:3.1e-06 ∣ avg_100 : 5.120840 ∣ l2loss : 5.311979 ∣ 
[  epoch 0027/0030] 2270/4800, lr:3.1e-06 ∣ avg_100 : 5.122290 ∣ l2loss : 5.071690 ∣ 
[  epoch 0027/0030] 2280/4800, lr:3.1e-06 ∣ avg_100 : 5.122177 ∣ l2loss : 5.011203 ∣ 
[  epoch 0027/0030] 2290/4800, lr:3.1e-06 ∣ avg_100 : 5.121656 ∣ l2loss : 4.939049 ∣ 
[  epoch 0027/0030] 2300/4800, lr:3.1e-06 ∣ avg_100 : 5.122404 ∣ l2loss : 5.135752 ∣ 
[  epoch 0027/0030] 2310/4800, lr:3.1e-06 ∣ avg_100 : 5.122370 ∣ l2loss : 4.954343 ∣ 
[  epoch 0027/0030] 2320/4800, lr:3.1e-06 ∣ avg_100 : 5.120643 ∣ l2loss : 4.956402 ∣ 
[  epoch 0027/0030] 2330/4800, lr:3.1e-06 ∣ avg_100 : 5.119388 ∣ l2loss : 5.127487 ∣ 
[  epoch 0027/0030] 2340/4800, lr:3.1e-06 ∣ avg_100 : 5.117977 ∣ l2loss : 5.068673 ∣ 
[  epoch 0027/0030] 2350/4800, lr:3.1e-06 ∣ avg_100 : 5.118092 ∣ l2loss : 5.104877 ∣ 
[  epoch 0027/0030] 2360/4800, lr:3.1e-06 ∣ avg_100 : 5.118288 ∣ l2loss : 5.158154 ∣ 
[  epoch 0027/0030] 2370/4800, lr:3.1e-06 ∣ avg_100 : 5.121342 ∣ l2loss : 5.236265 ∣ 
[  epoch 0027/0030] 2380/4800, lr:3.1e-06 ∣ avg_100 : 5.119020 ∣ l2loss : 4.835645 ∣ 
[  epoch 0027/0030] 2390/4800, lr:3.1e-06 ∣ avg_100 : 5.116996 ∣ l2loss : 4.995386 ∣ 
[  epoch 0027/0030] 2400/4800, lr:3.1e-06 ∣ avg_100 : 5.117267 ∣ l2loss : 4.999431 ∣ 
[  epoch 0027/0030] 2410/4800, lr:3.1e-06 ∣ avg_100 : 5.117276 ∣ l2loss : 5.079737 ∣ 
[  epoch 0027/0030] 2420/4800, lr:3.1e-06 ∣ avg_100 : 5.113887 ∣ l2loss : 4.828357 ∣ 
[  epoch 0027/0030] 2430/4800, lr:3.1e-06 ∣ avg_100 : 5.114983 ∣ l2loss : 5.172438 ∣ 
[  epoch 0027/0030] 2440/4800, lr:3.1e-06 ∣ avg_100 : 5.114807 ∣ l2loss : 5.052376 ∣ 
[  epoch 0027/0030] 2450/4800, lr:3.1e-06 ∣ avg_100 : 5.116792 ∣ l2loss : 5.315350 ∣ 
[  epoch 0027/0030] 2460/4800, lr:3.1e-06 ∣ avg_100 : 5.116338 ∣ l2loss : 5.105401 ∣ 
[  epoch 0027/0030] 2470/4800, lr:3.1e-06 ∣ avg_100 : 5.118362 ∣ l2loss : 5.159835 ∣ 
[  epoch 0027/0030] 2480/4800, lr:3.1e-06 ∣ avg_100 : 5.119429 ∣ l2loss : 5.121498 ∣ 
[  epoch 0027/0030] 2490/4800, lr:3.1e-06 ∣ avg_100 : 5.117656 ∣ l2loss : 4.907061 ∣ 
[  epoch 0027/0030] 2500/4800, lr:3.1e-06 ∣ avg_100 : 5.118755 ∣ l2loss : 5.337933 ∣ 
[  epoch 0027/0030] 2510/4800, lr:3.1e-06 ∣ avg_100 : 5.114753 ∣ l2loss : 5.094831 ∣ 
[  epoch 0027/0030] 2520/4800, lr:3.1e-06 ∣ avg_100 : 5.115558 ∣ l2loss : 5.000578 ∣ 
[  epoch 0027/0030] 2530/4800, lr:3.1e-06 ∣ avg_100 : 5.116956 ∣ l2loss : 5.228601 ∣ 
[  epoch 0027/0030] 2540/4800, lr:3.1e-06 ∣ avg_100 : 5.116045 ∣ l2loss : 5.021019 ∣ 
[  epoch 0027/0030] 2550/4800, lr:3.1e-06 ∣ avg_100 : 5.115979 ∣ l2loss : 5.017121 ∣ 
[  epoch 0027/0030] 2560/4800, lr:3.1e-06 ∣ avg_100 : 5.113453 ∣ l2loss : 5.142776 ∣ 
[  epoch 0027/0030] 2570/4800, lr:3.1e-06 ∣ avg_100 : 5.110696 ∣ l2loss : 4.842193 ∣ 
[  epoch 0027/0030] 2580/4800, lr:3.1e-06 ∣ avg_100 : 5.112800 ∣ l2loss : 5.137365 ∣ 
[  epoch 0027/0030] 2590/4800, lr:3.1e-06 ∣ avg_100 : 5.112535 ∣ l2loss : 5.128656 ∣ 
[  epoch 0027/0030] 2600/4800, lr:3.1e-06 ∣ avg_100 : 5.111169 ∣ l2loss : 5.072562 ∣ 
[  epoch 0027/0030] 2610/4800, lr:3.1e-06 ∣ avg_100 : 5.110312 ∣ l2loss : 4.905758 ∣ 
[  epoch 0027/0030] 2620/4800, lr:3.1e-06 ∣ avg_100 : 5.108913 ∣ l2loss : 5.112721 ∣ 
[  epoch 0027/0030] 2630/4800, lr:3.1e-06 ∣ avg_100 : 5.106975 ∣ l2loss : 4.853389 ∣ 
[  epoch 0027/0030] 2640/4800, lr:3.1e-06 ∣ avg_100 : 5.103772 ∣ l2loss : 4.996576 ∣ 
[  epoch 0027/0030] 2650/4800, lr:3.1e-06 ∣ avg_100 : 5.102788 ∣ l2loss : 5.094294 ∣ 
[  epoch 0027/0030] 2660/4800, lr:3.1e-06 ∣ avg_100 : 5.100843 ∣ l2loss : 5.000622 ∣ 
[  epoch 0027/0030] 2670/4800, lr:3.1e-06 ∣ avg_100 : 5.101058 ∣ l2loss : 5.136483 ∣ 
[  epoch 0027/0030] 2680/4800, lr:3.1e-06 ∣ avg_100 : 5.101183 ∣ l2loss : 5.122700 ∣ 
[  epoch 0027/0030] 2690/4800, lr:3.1e-06 ∣ avg_100 : 5.099757 ∣ l2loss : 4.748312 ∣ 
[  epoch 0027/0030] 2700/4800, lr:3.1e-06 ∣ avg_100 : 5.100123 ∣ l2loss : 5.145880 ∣ 
[  epoch 0027/0030] 2710/4800, lr:3.1e-06 ∣ avg_100 : 5.101366 ∣ l2loss : 5.158807 ∣ 
[  epoch 0027/0030] 2720/4800, lr:3.1e-06 ∣ avg_100 : 5.098983 ∣ l2loss : 4.984229 ∣ 
[  epoch 0027/0030] 2730/4800, lr:3.1e-06 ∣ avg_100 : 5.097509 ∣ l2loss : 5.015738 ∣ 
[  epoch 0027/0030] 2740/4800, lr:3.1e-06 ∣ avg_100 : 5.096485 ∣ l2loss : 5.117817 ∣ 
[  epoch 0027/0030] 2750/4800, lr:3.1e-06 ∣ avg_100 : 5.096295 ∣ l2loss : 5.218227 ∣ 
[  epoch 0027/0030] 2760/4800, lr:3.1e-06 ∣ avg_100 : 5.097714 ∣ l2loss : 5.217957 ∣ 
[  epoch 0027/0030] 2770/4800, lr:3.1e-06 ∣ avg_100 : 5.097537 ∣ l2loss : 5.098108 ∣ 
[  epoch 0027/0030] 2780/4800, lr:3.1e-06 ∣ avg_100 : 5.099554 ∣ l2loss : 5.408581 ∣ 
[  epoch 0027/0030] 2790/4800, lr:3.1e-06 ∣ avg_100 : 5.098965 ∣ l2loss : 5.014908 ∣ 
[  epoch 0027/0030] 2800/4800, lr:3.1e-06 ∣ avg_100 : 5.100064 ∣ l2loss : 5.026842 ∣ 
[  epoch 0027/0030] 2810/4800, lr:3.1e-06 ∣ avg_100 : 5.098756 ∣ l2loss : 4.872867 ∣ 
[  epoch 0027/0030] 2820/4800, lr:3.1e-06 ∣ avg_100 : 5.096559 ∣ l2loss : 4.934805 ∣ 
[  epoch 0027/0030] 2830/4800, lr:3.1e-06 ∣ avg_100 : 5.094198 ∣ l2loss : 5.057082 ∣ 
[  epoch 0027/0030] 2840/4800, lr:3.1e-06 ∣ avg_100 : 5.091311 ∣ l2loss : 4.866428 ∣ 
[  epoch 0027/0030] 2850/4800, lr:3.1e-06 ∣ avg_100 : 5.094571 ∣ l2loss : 5.342607 ∣ 
[  epoch 0027/0030] 2860/4800, lr:3.1e-06 ∣ avg_100 : 5.096980 ∣ l2loss : 5.180097 ∣ 
[  epoch 0027/0030] 2870/4800, lr:3.1e-06 ∣ avg_100 : 5.098291 ∣ l2loss : 5.239194 ∣ 
[  epoch 0027/0030] 2880/4800, lr:3.1e-06 ∣ avg_100 : 5.095916 ∣ l2loss : 5.004649 ∣ 
[  epoch 0027/0030] 2890/4800, lr:3.1e-06 ∣ avg_100 : 5.095370 ∣ l2loss : 5.073146 ∣ 
[  epoch 0027/0030] 2900/4800, lr:3.1e-06 ∣ avg_100 : 5.093395 ∣ l2loss : 5.036555 ∣ 
[  epoch 0027/0030] 2910/4800, lr:3.1e-06 ∣ avg_100 : 5.094383 ∣ l2loss : 5.178924 ∣ 
[  epoch 0027/0030] 2920/4800, lr:3.1e-06 ∣ avg_100 : 5.093007 ∣ l2loss : 4.913723 ∣ 
[  epoch 0027/0030] 2930/4800, lr:3.1e-06 ∣ avg_100 : 5.095914 ∣ l2loss : 5.203245 ∣ 
[  epoch 0027/0030] 2940/4800, lr:3.1e-06 ∣ avg_100 : 5.091955 ∣ l2loss : 4.908478 ∣ 
[  epoch 0027/0030] 2950/4800, lr:3.1e-06 ∣ avg_100 : 5.091642 ∣ l2loss : 5.025860 ∣ 
[  epoch 0027/0030] 2960/4800, lr:3.1e-06 ∣ avg_100 : 5.092625 ∣ l2loss : 5.262597 ∣ 
[  epoch 0027/0030] 2970/4800, lr:3.1e-06 ∣ avg_100 : 5.093415 ∣ l2loss : 5.287556 ∣ 
[  epoch 0027/0030] 2980/4800, lr:3.1e-06 ∣ avg_100 : 5.092061 ∣ l2loss : 5.109304 ∣ 
[  epoch 0027/0030] 2990/4800, lr:3.1e-06 ∣ avg_100 : 5.088137 ∣ l2loss : 5.058396 ∣ 
[  epoch 0027/0030] 3000/4800, lr:3.1e-06 ∣ avg_100 : 5.087865 ∣ l2loss : 5.017645 ∣ 
[  epoch 0027/0030] 3010/4800, lr:3.1e-06 ∣ avg_100 : 5.088590 ∣ l2loss : 5.163685 ∣ 
[  epoch 0027/0030] 3020/4800, lr:3.1e-06 ∣ avg_100 : 5.088654 ∣ l2loss : 5.252295 ∣ 
[  epoch 0027/0030] 3030/4800, lr:3.1e-06 ∣ avg_100 : 5.084404 ∣ l2loss : 4.957319 ∣ 
[  epoch 0027/0030] 3040/4800, lr:3.1e-06 ∣ avg_100 : 5.083692 ∣ l2loss : 4.960668 ∣ 
[  epoch 0027/0030] 3050/4800, lr:3.1e-06 ∣ avg_100 : 5.079126 ∣ l2loss : 4.978693 ∣ 
[  epoch 0027/0030] 3060/4800, lr:3.1e-06 ∣ avg_100 : 5.077579 ∣ l2loss : 5.021133 ∣ 
[  epoch 0027/0030] 3070/4800, lr:3.1e-06 ∣ avg_100 : 5.079278 ∣ l2loss : 5.191667 ∣ 
[  epoch 0027/0030] 3080/4800, lr:3.1e-06 ∣ avg_100 : 5.078969 ∣ l2loss : 5.271670 ∣ 
[  epoch 0027/0030] 3090/4800, lr:3.1e-06 ∣ avg_100 : 5.077071 ∣ l2loss : 5.097929 ∣ 
[  epoch 0027/0030] 3100/4800, lr:3.1e-06 ∣ avg_100 : 5.075436 ∣ l2loss : 4.927089 ∣ 
[  epoch 0027/0030] 3110/4800, lr:3.1e-06 ∣ avg_100 : 5.074108 ∣ l2loss : 4.858195 ∣ 
[  epoch 0027/0030] 3120/4800, lr:3.1e-06 ∣ avg_100 : 5.075883 ∣ l2loss : 4.997065 ∣ 
[  epoch 0027/0030] 3130/4800, lr:3.1e-06 ∣ avg_100 : 5.074006 ∣ l2loss : 5.125574 ∣ 
[  epoch 0027/0030] 3140/4800, lr:3.1e-06 ∣ avg_100 : 5.073209 ∣ l2loss : 5.206251 ∣ 
[  epoch 0027/0030] 3150/4800, lr:3.1e-06 ∣ avg_100 : 5.071765 ∣ l2loss : 4.923965 ∣ 
[  epoch 0027/0030] 3160/4800, lr:3.1e-06 ∣ avg_100 : 5.067655 ∣ l2loss : 4.925510 ∣ 
[  epoch 0027/0030] 3170/4800, lr:3.1e-06 ∣ avg_100 : 5.068721 ∣ l2loss : 5.144555 ∣ 
[  epoch 0027/0030] 3180/4800, lr:3.1e-06 ∣ avg_100 : 5.067285 ∣ l2loss : 5.041325 ∣ 
[  epoch 0027/0030] 3190/4800, lr:3.1e-06 ∣ avg_100 : 5.068190 ∣ l2loss : 4.894599 ∣ 
[  epoch 0027/0030] 3200/4800, lr:3.1e-06 ∣ avg_100 : 5.068443 ∣ l2loss : 5.101901 ∣ 
[  epoch 0027/0030] 3210/4800, lr:3.1e-06 ∣ avg_100 : 5.067552 ∣ l2loss : 5.011882 ∣ 
[  epoch 0027/0030] 3220/4800, lr:3.1e-06 ∣ avg_100 : 5.069009 ∣ l2loss : 5.083203 ∣ 
[  epoch 0027/0030] 3230/4800, lr:3.1e-06 ∣ avg_100 : 5.067731 ∣ l2loss : 4.831463 ∣ 
[  epoch 0027/0030] 3240/4800, lr:3.1e-06 ∣ avg_100 : 5.066281 ∣ l2loss : 4.985957 ∣ 
[  epoch 0027/0030] 3250/4800, lr:3.1e-06 ∣ avg_100 : 5.070437 ∣ l2loss : 5.467004 ∣ 
[  epoch 0027/0030] 3260/4800, lr:3.1e-06 ∣ avg_100 : 5.069110 ∣ l2loss : 5.179245 ∣ 
[  epoch 0027/0030] 3270/4800, lr:3.1e-06 ∣ avg_100 : 5.069041 ∣ l2loss : 5.064829 ∣ 
[  epoch 0027/0030] 3280/4800, lr:3.1e-06 ∣ avg_100 : 5.070656 ∣ l2loss : 5.172704 ∣ 
[  epoch 0027/0030] 3290/4800, lr:3.1e-06 ∣ avg_100 : 5.073870 ∣ l2loss : 5.260460 ∣ 
[  epoch 0027/0030] 3300/4800, lr:3.1e-06 ∣ avg_100 : 5.072442 ∣ l2loss : 4.992867 ∣ 
[  epoch 0027/0030] 3310/4800, lr:3.1e-06 ∣ avg_100 : 5.074399 ∣ l2loss : 5.150039 ∣ 
[  epoch 0027/0030] 3320/4800, lr:3.1e-06 ∣ avg_100 : 5.075912 ∣ l2loss : 5.107697 ∣ 
[  epoch 0027/0030] 3330/4800, lr:3.1e-06 ∣ avg_100 : 5.075095 ∣ l2loss : 5.045858 ∣ 
[  epoch 0027/0030] 3340/4800, lr:3.1e-06 ∣ avg_100 : 5.076590 ∣ l2loss : 5.218152 ∣ 
[  epoch 0027/0030] 3350/4800, lr:3.1e-06 ∣ avg_100 : 5.076871 ∣ l2loss : 5.132927 ∣ 
[  epoch 0027/0030] 3360/4800, lr:3.1e-06 ∣ avg_100 : 5.074940 ∣ l2loss : 4.965137 ∣ 
[  epoch 0027/0030] 3370/4800, lr:3.1e-06 ∣ avg_100 : 5.076081 ∣ l2loss : 5.350289 ∣ 
[  epoch 0027/0030] 3380/4800, lr:3.1e-06 ∣ avg_100 : 5.078060 ∣ l2loss : 5.033538 ∣ 
[  epoch 0027/0030] 3390/4800, lr:3.1e-06 ∣ avg_100 : 5.076619 ∣ l2loss : 4.851302 ∣ 
[  epoch 0027/0030] 3400/4800, lr:3.1e-06 ∣ avg_100 : 5.076648 ∣ l2loss : 5.002359 ∣ 
[  epoch 0027/0030] 3410/4800, lr:3.1e-06 ∣ avg_100 : 5.076389 ∣ l2loss : 5.053884 ∣ 
[  epoch 0027/0030] 3420/4800, lr:3.1e-06 ∣ avg_100 : 5.080479 ∣ l2loss : 5.237276 ∣ 
[  epoch 0027/0030] 3430/4800, lr:3.1e-06 ∣ avg_100 : 5.079446 ∣ l2loss : 5.069226 ∣ 
[  epoch 0027/0030] 3440/4800, lr:3.1e-06 ∣ avg_100 : 5.081553 ∣ l2loss : 5.263057 ∣ 
[  epoch 0027/0030] 3450/4800, lr:3.1e-06 ∣ avg_100 : 5.079561 ∣ l2loss : 5.116142 ∣ 
[  epoch 0027/0030] 3460/4800, lr:3.1e-06 ∣ avg_100 : 5.080847 ∣ l2loss : 5.234003 ∣ 
[  epoch 0027/0030] 3470/4800, lr:3.1e-06 ∣ avg_100 : 5.079519 ∣ l2loss : 5.027053 ∣ 
[  epoch 0027/0030] 3480/4800, lr:3.1e-06 ∣ avg_100 : 5.078579 ∣ l2loss : 5.027504 ∣ 
[  epoch 0027/0030] 3490/4800, lr:3.1e-06 ∣ avg_100 : 5.078815 ∣ l2loss : 4.930610 ∣ 
[  epoch 0027/0030] 3500/4800, lr:3.1e-06 ∣ avg_100 : 5.076484 ∣ l2loss : 5.104856 ∣ 
[  epoch 0027/0030] 3510/4800, lr:3.1e-06 ∣ avg_100 : 5.078457 ∣ l2loss : 5.292144 ∣ 
[  epoch 0027/0030] 3520/4800, lr:3.1e-06 ∣ avg_100 : 5.077504 ∣ l2loss : 4.905245 ∣ 
[  epoch 0027/0030] 3530/4800, lr:3.1e-06 ∣ avg_100 : 5.073123 ∣ l2loss : 4.790457 ∣ 
[  epoch 0027/0030] 3540/4800, lr:3.1e-06 ∣ avg_100 : 5.073063 ∣ l2loss : 5.015064 ∣ 
[  epoch 0027/0030] 3550/4800, lr:3.1e-06 ∣ avg_100 : 5.073454 ∣ l2loss : 5.056219 ∣ 
[  epoch 0027/0030] 3560/4800, lr:3.1e-06 ∣ avg_100 : 5.070984 ∣ l2loss : 4.895768 ∣ 
[  epoch 0027/0030] 3570/4800, lr:3.1e-06 ∣ avg_100 : 5.072817 ∣ l2loss : 5.025513 ∣ 
[  epoch 0027/0030] 3580/4800, lr:3.1e-06 ∣ avg_100 : 5.072147 ∣ l2loss : 5.070395 ∣ 
[  epoch 0027/0030] 3590/4800, lr:3.1e-06 ∣ avg_100 : 5.071244 ∣ l2loss : 5.038300 ∣ 
[  epoch 0027/0030] 3600/4800, lr:3.1e-06 ∣ avg_100 : 5.072197 ∣ l2loss : 5.167920 ∣ 
[  epoch 0027/0030] 3610/4800, lr:3.1e-06 ∣ avg_100 : 5.071419 ∣ l2loss : 4.827896 ∣ 
[  epoch 0027/0030] 3620/4800, lr:3.1e-06 ∣ avg_100 : 5.072024 ∣ l2loss : 5.173262 ∣ 
[  epoch 0027/0030] 3630/4800, lr:3.1e-06 ∣ avg_100 : 5.074127 ∣ l2loss : 5.063693 ∣ 
[  epoch 0027/0030] 3640/4800, lr:3.1e-06 ∣ avg_100 : 5.073827 ∣ l2loss : 4.966524 ∣ 
[  epoch 0027/0030] 3650/4800, lr:3.1e-06 ∣ avg_100 : 5.073840 ∣ l2loss : 5.095628 ∣ 
[  epoch 0027/0030] 3660/4800, lr:3.1e-06 ∣ avg_100 : 5.075462 ∣ l2loss : 5.162834 ∣ 
[  epoch 0027/0030] 3670/4800, lr:3.1e-06 ∣ avg_100 : 5.074238 ∣ l2loss : 5.014023 ∣ 
[  epoch 0027/0030] 3680/4800, lr:3.1e-06 ∣ avg_100 : 5.073194 ∣ l2loss : 5.018350 ∣ 
[  epoch 0027/0030] 3690/4800, lr:3.1e-06 ∣ avg_100 : 5.077643 ∣ l2loss : 5.193213 ∣ 
[  epoch 0027/0030] 3700/4800, lr:3.1e-06 ∣ avg_100 : 5.076619 ∣ l2loss : 5.043486 ∣ 
[  epoch 0027/0030] 3710/4800, lr:3.1e-06 ∣ avg_100 : 5.075024 ∣ l2loss : 4.999242 ∣ 
[  epoch 0027/0030] 3720/4800, lr:3.1e-06 ∣ avg_100 : 5.074927 ∣ l2loss : 4.974534 ∣ 
[  epoch 0027/0030] 3730/4800, lr:3.1e-06 ∣ avg_100 : 5.075113 ∣ l2loss : 5.034362 ∣ 
[  epoch 0027/0030] 3740/4800, lr:3.1e-06 ∣ avg_100 : 5.076102 ∣ l2loss : 5.216756 ∣ 
[  epoch 0027/0030] 3750/4800, lr:3.1e-06 ∣ avg_100 : 5.075224 ∣ l2loss : 5.130400 ∣ 
[  epoch 0027/0030] 3760/4800, lr:3.1e-06 ∣ avg_100 : 5.073175 ∣ l2loss : 5.013103 ∣ 
[  epoch 0027/0030] 3770/4800, lr:3.1e-06 ∣ avg_100 : 5.072082 ∣ l2loss : 4.988739 ∣ 
[  epoch 0027/0030] 3780/4800, lr:3.1e-06 ∣ avg_100 : 5.070728 ∣ l2loss : 5.273242 ∣ 
[  epoch 0027/0030] 3790/4800, lr:3.1e-06 ∣ avg_100 : 5.071458 ∣ l2loss : 5.087926 ∣ 
[  epoch 0027/0030] 3800/4800, lr:3.1e-06 ∣ avg_100 : 5.072611 ∣ l2loss : 5.142122 ∣ 
[  epoch 0027/0030] 3810/4800, lr:3.1e-06 ∣ avg_100 : 5.073622 ∣ l2loss : 4.973955 ∣ 
[  epoch 0027/0030] 3820/4800, lr:3.1e-06 ∣ avg_100 : 5.074664 ∣ l2loss : 5.038939 ∣ 
[  epoch 0027/0030] 3830/4800, lr:3.1e-06 ∣ avg_100 : 5.075175 ∣ l2loss : 5.108252 ∣ 
[  epoch 0027/0030] 3840/4800, lr:3.1e-06 ∣ avg_100 : 5.076991 ∣ l2loss : 5.048046 ∣ 
[  epoch 0027/0030] 3850/4800, lr:3.1e-06 ∣ avg_100 : 5.075978 ∣ l2loss : 5.241240 ∣ 
[  epoch 0027/0030] 3860/4800, lr:3.1e-06 ∣ avg_100 : 5.074610 ∣ l2loss : 5.043358 ∣ 
[  epoch 0027/0030] 3870/4800, lr:3.1e-06 ∣ avg_100 : 5.071656 ∣ l2loss : 4.943744 ∣ 
[  epoch 0027/0030] 3880/4800, lr:3.1e-06 ∣ avg_100 : 5.075570 ∣ l2loss : 5.396072 ∣ 
[  epoch 0027/0030] 3890/4800, lr:3.1e-06 ∣ avg_100 : 5.073998 ∣ l2loss : 4.915976 ∣ 
[  epoch 0027/0030] 3900/4800, lr:3.1e-06 ∣ avg_100 : 5.075116 ∣ l2loss : 5.148347 ∣ 
[  epoch 0027/0030] 3910/4800, lr:3.1e-06 ∣ avg_100 : 5.073545 ∣ l2loss : 5.021773 ∣ 
[  epoch 0027/0030] 3920/4800, lr:3.1e-06 ∣ avg_100 : 5.076701 ∣ l2loss : 5.229308 ∣ 
[  epoch 0027/0030] 3930/4800, lr:3.1e-06 ∣ avg_100 : 5.073933 ∣ l2loss : 4.926466 ∣ 
[  epoch 0027/0030] 3940/4800, lr:3.1e-06 ∣ avg_100 : 5.077114 ∣ l2loss : 5.226623 ∣ 
[  epoch 0027/0030] 3950/4800, lr:3.1e-06 ∣ avg_100 : 5.079987 ∣ l2loss : 5.313125 ∣ 
[  epoch 0027/0030] 3960/4800, lr:3.1e-06 ∣ avg_100 : 5.079078 ∣ l2loss : 5.171727 ∣ 
[  epoch 0027/0030] 3970/4800, lr:3.1e-06 ∣ avg_100 : 5.074727 ∣ l2loss : 4.852386 ∣ 
[  epoch 0027/0030] 3980/4800, lr:3.1e-06 ∣ avg_100 : 5.075928 ∣ l2loss : 5.229417 ∣ 
[  epoch 0027/0030] 3990/4800, lr:3.1e-06 ∣ avg_100 : 5.076662 ∣ l2loss : 5.131803 ∣ 
[  epoch 0027/0030] 4000/4800, lr:3.1e-06 ∣ avg_100 : 5.077536 ∣ l2loss : 5.105099 ∣ 
[  epoch 0027/0030] 4010/4800, lr:3.1e-06 ∣ avg_100 : 5.074977 ∣ l2loss : 4.907769 ∣ 
[  epoch 0027/0030] 4020/4800, lr:3.1e-06 ∣ avg_100 : 5.073770 ∣ l2loss : 5.131588 ∣ 
[  epoch 0027/0030] 4030/4800, lr:3.1e-06 ∣ avg_100 : 5.073798 ∣ l2loss : 4.960101 ∣ 
[  epoch 0027/0030] 4040/4800, lr:3.1e-06 ∣ avg_100 : 5.075990 ∣ l2loss : 5.179860 ∣ 
[  epoch 0027/0030] 4050/4800, lr:3.1e-06 ∣ avg_100 : 5.079647 ∣ l2loss : 5.344437 ∣ 
[  epoch 0027/0030] 4060/4800, lr:3.1e-06 ∣ avg_100 : 5.079680 ∣ l2loss : 5.024395 ∣ 
[  epoch 0027/0030] 4070/4800, lr:3.1e-06 ∣ avg_100 : 5.079213 ∣ l2loss : 5.144972 ∣ 
[  epoch 0027/0030] 4080/4800, lr:3.1e-06 ∣ avg_100 : 5.076725 ∣ l2loss : 5.022849 ∣ 
[  epoch 0027/0030] 4090/4800, lr:3.1e-06 ∣ avg_100 : 5.076057 ∣ l2loss : 5.031120 ∣ 
[  epoch 0027/0030] 4100/4800, lr:3.1e-06 ∣ avg_100 : 5.075724 ∣ l2loss : 4.893799 ∣ 
[  epoch 0027/0030] 4110/4800, lr:3.1e-06 ∣ avg_100 : 5.078042 ∣ l2loss : 5.090012 ∣ 
[  epoch 0027/0030] 4120/4800, lr:3.1e-06 ∣ avg_100 : 5.078035 ∣ l2loss : 4.996397 ∣ 
[  epoch 0027/0030] 4130/4800, lr:3.1e-06 ∣ avg_100 : 5.076587 ∣ l2loss : 4.980801 ∣ 
[  epoch 0027/0030] 4140/4800, lr:3.1e-06 ∣ avg_100 : 5.077071 ∣ l2loss : 5.254640 ∣ 
[  epoch 0027/0030] 4150/4800, lr:3.1e-06 ∣ avg_100 : 5.081666 ∣ l2loss : 5.383457 ∣ 
[  epoch 0027/0030] 4160/4800, lr:3.1e-06 ∣ avg_100 : 5.082257 ∣ l2loss : 4.984629 ∣ 
[  epoch 0027/0030] 4170/4800, lr:3.1e-06 ∣ avg_100 : 5.081653 ∣ l2loss : 5.084060 ∣ 
[  epoch 0027/0030] 4180/4800, lr:3.1e-06 ∣ avg_100 : 5.080119 ∣ l2loss : 4.887960 ∣ 
[  epoch 0027/0030] 4190/4800, lr:3.1e-06 ∣ avg_100 : 5.081275 ∣ l2loss : 5.010242 ∣ 
[  epoch 0027/0030] 4200/4800, lr:3.1e-06 ∣ avg_100 : 5.080622 ∣ l2loss : 5.036542 ∣ 
[  epoch 0027/0030] 4210/4800, lr:3.1e-06 ∣ avg_100 : 5.080325 ∣ l2loss : 4.982238 ∣ 
[  epoch 0027/0030] 4220/4800, lr:3.1e-06 ∣ avg_100 : 5.078888 ∣ l2loss : 4.939487 ∣ 
[  epoch 0027/0030] 4230/4800, lr:3.1e-06 ∣ avg_100 : 5.081291 ∣ l2loss : 5.071749 ∣ 
[  epoch 0027/0030] 4240/4800, lr:3.1e-06 ∣ avg_100 : 5.081930 ∣ l2loss : 5.049812 ∣ 
[  epoch 0027/0030] 4250/4800, lr:3.1e-06 ∣ avg_100 : 5.078337 ∣ l2loss : 5.107797 ∣ 
[  epoch 0027/0030] 4260/4800, lr:3.1e-06 ∣ avg_100 : 5.077772 ∣ l2loss : 5.122651 ∣ 
[  epoch 0027/0030] 4270/4800, lr:3.1e-06 ∣ avg_100 : 5.079573 ∣ l2loss : 5.244991 ∣ 
[  epoch 0027/0030] 4280/4800, lr:3.1e-06 ∣ avg_100 : 5.078323 ∣ l2loss : 5.047726 ∣ 
[  epoch 0027/0030] 4290/4800, lr:3.1e-06 ∣ avg_100 : 5.078665 ∣ l2loss : 5.294578 ∣ 
[  epoch 0027/0030] 4300/4800, lr:3.1e-06 ∣ avg_100 : 5.081375 ∣ l2loss : 5.263902 ∣ 
[  epoch 0027/0030] 4310/4800, lr:3.1e-06 ∣ avg_100 : 5.078789 ∣ l2loss : 4.891432 ∣ 
[  epoch 0027/0030] 4320/4800, lr:3.1e-06 ∣ avg_100 : 5.079315 ∣ l2loss : 5.160333 ∣ 
[  epoch 0027/0030] 4330/4800, lr:3.1e-06 ∣ avg_100 : 5.077549 ∣ l2loss : 4.869291 ∣ 
[  epoch 0027/0030] 4340/4800, lr:3.1e-06 ∣ avg_100 : 5.074553 ∣ l2loss : 4.918521 ∣ 
[  epoch 0027/0030] 4350/4800, lr:3.1e-06 ∣ avg_100 : 5.073691 ∣ l2loss : 5.046659 ∣ 
[  epoch 0027/0030] 4360/4800, lr:3.1e-06 ∣ avg_100 : 5.076428 ∣ l2loss : 5.238914 ∣ 
[  epoch 0027/0030] 4370/4800, lr:3.1e-06 ∣ avg_100 : 5.071237 ∣ l2loss : 4.831121 ∣ 
[  epoch 0027/0030] 4380/4800, lr:3.1e-06 ∣ avg_100 : 5.070386 ∣ l2loss : 4.948484 ∣ 
[  epoch 0027/0030] 4390/4800, lr:3.1e-06 ∣ avg_100 : 5.074085 ∣ l2loss : 5.221188 ∣ 
[  epoch 0027/0030] 4400/4800, lr:3.1e-06 ∣ avg_100 : 5.075290 ∣ l2loss : 5.122846 ∣ 
[  epoch 0027/0030] 4410/4800, lr:3.1e-06 ∣ avg_100 : 5.075792 ∣ l2loss : 5.104116 ∣ 
[  epoch 0027/0030] 4420/4800, lr:3.1e-06 ∣ avg_100 : 5.076535 ∣ l2loss : 5.311568 ∣ 
[  epoch 0027/0030] 4430/4800, lr:3.1e-06 ∣ avg_100 : 5.078825 ∣ l2loss : 5.298264 ∣ 
[  epoch 0027/0030] 4440/4800, lr:3.1e-06 ∣ avg_100 : 5.078639 ∣ l2loss : 5.244379 ∣ 
[  epoch 0027/0030] 4450/4800, lr:3.1e-06 ∣ avg_100 : 5.078209 ∣ l2loss : 5.073191 ∣ 
[  epoch 0027/0030] 4460/4800, lr:3.1e-06 ∣ avg_100 : 5.075770 ∣ l2loss : 4.990078 ∣ 
[  epoch 0027/0030] 4470/4800, lr:3.1e-06 ∣ avg_100 : 5.077283 ∣ l2loss : 5.178378 ∣ 
[  epoch 0027/0030] 4480/4800, lr:3.1e-06 ∣ avg_100 : 5.079438 ∣ l2loss : 5.242985 ∣ 
[  epoch 0027/0030] 4490/4800, lr:3.1e-06 ∣ avg_100 : 5.083982 ∣ l2loss : 5.384983 ∣ 
[  epoch 0027/0030] 4500/4800, lr:3.1e-06 ∣ avg_100 : 5.082803 ∣ l2loss : 4.986968 ∣ 
[  epoch 0027/0030] 4510/4800, lr:3.1e-06 ∣ avg_100 : 5.079514 ∣ l2loss : 4.963243 ∣ 
[  epoch 0027/0030] 4520/4800, lr:3.1e-06 ∣ avg_100 : 5.083150 ∣ l2loss : 5.268845 ∣ 
[  epoch 0027/0030] 4530/4800, lr:3.1e-06 ∣ avg_100 : 5.084034 ∣ l2loss : 4.878827 ∣ 
[  epoch 0027/0030] 4540/4800, lr:3.1e-06 ∣ avg_100 : 5.083573 ∣ l2loss : 4.969017 ∣ 
[  epoch 0027/0030] 4550/4800, lr:3.1e-06 ∣ avg_100 : 5.084914 ∣ l2loss : 5.190288 ∣ 
[  epoch 0027/0030] 4560/4800, lr:3.1e-06 ∣ avg_100 : 5.087362 ∣ l2loss : 5.140626 ∣ 
[  epoch 0027/0030] 4570/4800, lr:3.1e-06 ∣ avg_100 : 5.086780 ∣ l2loss : 4.967275 ∣ 
[  epoch 0027/0030] 4580/4800, lr:3.1e-06 ∣ avg_100 : 5.086469 ∣ l2loss : 5.039261 ∣ 
[  epoch 0027/0030] 4590/4800, lr:3.1e-06 ∣ avg_100 : 5.086649 ∣ l2loss : 5.056340 ∣ 
[  epoch 0027/0030] 4600/4800, lr:3.1e-06 ∣ avg_100 : 5.086947 ∣ l2loss : 5.197686 ∣ 
[  epoch 0027/0030] 4610/4800, lr:3.1e-06 ∣ avg_100 : 5.086488 ∣ l2loss : 4.781997 ∣ 
[  epoch 0027/0030] 4620/4800, lr:3.1e-06 ∣ avg_100 : 5.086428 ∣ l2loss : 5.167271 ∣ 
[  epoch 0027/0030] 4630/4800, lr:3.1e-06 ∣ avg_100 : 5.087267 ∣ l2loss : 5.147662 ∣ 
[  epoch 0027/0030] 4640/4800, lr:3.1e-06 ∣ avg_100 : 5.091099 ∣ l2loss : 5.349633 ∣ 
[  epoch 0027/0030] 4650/4800, lr:3.1e-06 ∣ avg_100 : 5.090828 ∣ l2loss : 5.068614 ∣ 
[  epoch 0027/0030] 4660/4800, lr:3.1e-06 ∣ avg_100 : 5.088409 ∣ l2loss : 4.920924 ∣ 
[  epoch 0027/0030] 4670/4800, lr:3.1e-06 ∣ avg_100 : 5.089581 ∣ l2loss : 5.131178 ∣ 
[  epoch 0027/0030] 4680/4800, lr:3.1e-06 ∣ avg_100 : 5.092192 ∣ l2loss : 5.279470 ∣ 
[  epoch 0027/0030] 4690/4800, lr:3.1e-06 ∣ avg_100 : 5.093617 ∣ l2loss : 5.335708 ∣ 
[  epoch 0027/0030] 4700/4800, lr:3.1e-06 ∣ avg_100 : 5.093445 ∣ l2loss : 5.026304 ∣ 
[  epoch 0027/0030] 4710/4800, lr:3.1e-06 ∣ avg_100 : 5.094474 ∣ l2loss : 5.102079 ∣ 
[  epoch 0027/0030] 4720/4800, lr:3.1e-06 ∣ avg_100 : 5.094292 ∣ l2loss : 4.956413 ∣ 
[  epoch 0027/0030] 4730/4800, lr:3.1e-06 ∣ avg_100 : 5.095165 ∣ l2loss : 5.121642 ∣ 
[  epoch 0027/0030] 4740/4800, lr:3.1e-06 ∣ avg_100 : 5.091408 ∣ l2loss : 4.841076 ∣ 
[  epoch 0027/0030] 4750/4800, lr:3.1e-06 ∣ avg_100 : 5.092268 ∣ l2loss : 5.216373 ∣ 
[  epoch 0027/0030] 4760/4800, lr:3.1e-06 ∣ avg_100 : 5.095667 ∣ l2loss : 5.353041 ∣ 
[  epoch 0027/0030] 4770/4800, lr:3.1e-06 ∣ avg_100 : 5.097713 ∣ l2loss : 5.193335 ∣ 
[  epoch 0027/0030] 4780/4800, lr:3.1e-06 ∣ avg_100 : 5.095231 ∣ l2loss : 5.024976 ∣ 
[  epoch 0027/0030] 4790/4800, lr:3.1e-06 ∣ avg_100 : 5.092849 ∣ l2loss : 4.849708 ∣ 
[  epoch 0027/0030] 4800/4800, lr:3.1e-06 ∣ avg_100 : 5.092231 ∣ l2loss : 5.080339 ∣ 
[    val 027    ] Done! PSNR : 36.21 dB, SSIM : 0.920total: 23:38:02                    
[  epoch 0028/0030] 0010/4800, lr:3.1e-06 ∣ avg_100 : 5.092813 ∣ l2loss : 5.032189 ∣ 
[  epoch 0028/0030] 0020/4800, lr:3.1e-06 ∣ avg_100 : 5.093526 ∣ l2loss : 5.110208 ∣ 
[  epoch 0028/0030] 0030/4800, lr:3.1e-06 ∣ avg_100 : 5.094352 ∣ l2loss : 5.190830 ∣ 
[  epoch 0028/0030] 0040/4800, lr:3.1e-06 ∣ avg_100 : 5.090985 ∣ l2loss : 4.711386 ∣ 
[  epoch 0028/0030] 0050/4800, lr:3.1e-06 ∣ avg_100 : 5.089240 ∣ l2loss : 5.066758 ∣ 
[  epoch 0028/0030] 0060/4800, lr:3.1e-06 ∣ avg_100 : 5.088977 ∣ l2loss : 5.017076 ∣ 
[  epoch 0028/0030] 0070/4800, lr:3.1e-06 ∣ avg_100 : 5.089022 ∣ l2loss : 4.948261 ∣ 
[  epoch 0028/0030] 0080/4800, lr:3.1e-06 ∣ avg_100 : 5.088276 ∣ l2loss : 5.321462 ∣ 
[  epoch 0028/0030] 0090/4800, lr:3.1e-06 ∣ avg_100 : 5.091292 ∣ l2loss : 5.217587 ∣ 
[  epoch 0028/0030] 0100/4800, lr:3.1e-06 ∣ avg_100 : 5.089831 ∣ l2loss : 5.002166 ∣ 
[  epoch 0028/0030] 0110/4800, lr:3.1e-06 ∣ avg_100 : 5.089593 ∣ l2loss : 4.997968 ∣ 
[  epoch 0028/0030] 0120/4800, lr:3.1e-06 ∣ avg_100 : 5.090178 ∣ l2loss : 5.287846 ∣ 
[  epoch 0028/0030] 0130/4800, lr:3.1e-06 ∣ avg_100 : 5.089899 ∣ l2loss : 4.898596 ∣ 
[  epoch 0028/0030] 0140/4800, lr:3.1e-06 ∣ avg_100 : 5.087587 ∣ l2loss : 4.995346 ∣ 
[  epoch 0028/0030] 0150/4800, lr:3.1e-06 ∣ avg_100 : 5.086669 ∣ l2loss : 5.221323 ∣ 
[  epoch 0028/0030] 0160/4800, lr:3.1e-06 ∣ avg_100 : 5.085455 ∣ l2loss : 5.050400 ∣ 
[  epoch 0028/0030] 0170/4800, lr:3.1e-06 ∣ avg_100 : 5.087523 ∣ l2loss : 5.059163 ∣ 
[  epoch 0028/0030] 0180/4800, lr:3.1e-06 ∣ avg_100 : 5.085866 ∣ l2loss : 5.063707 ∣ 
[  epoch 0028/0030] 0190/4800, lr:3.1e-06 ∣ avg_100 : 5.085108 ∣ l2loss : 5.056062 ∣ 
[  epoch 0028/0030] 0200/4800, lr:3.1e-06 ∣ avg_100 : 5.085109 ∣ l2loss : 5.105109 ∣ 
[  epoch 0028/0030] 0210/4800, lr:3.1e-06 ∣ avg_100 : 5.083439 ∣ l2loss : 4.740848 ∣ 
[  epoch 0028/0030] 0220/4800, lr:3.1e-06 ∣ avg_100 : 5.083368 ∣ l2loss : 5.124424 ∣ 
[  epoch 0028/0030] 0230/4800, lr:3.1e-06 ∣ avg_100 : 5.084256 ∣ l2loss : 5.048909 ∣ 
[  epoch 0028/0030] 0240/4800, lr:3.1e-06 ∣ avg_100 : 5.080632 ∣ l2loss : 4.817475 ∣ 
[  epoch 0028/0030] 0250/4800, lr:3.1e-06 ∣ avg_100 : 5.077727 ∣ l2loss : 5.053894 ∣ 
[  epoch 0028/0030] 0260/4800, lr:3.1e-06 ∣ avg_100 : 5.079356 ∣ l2loss : 5.187365 ∣ 
[  epoch 0028/0030] 0270/4800, lr:3.1e-06 ∣ avg_100 : 5.078596 ∣ l2loss : 5.068991 ∣ 
[  epoch 0028/0030] 0280/4800, lr:3.1e-06 ∣ avg_100 : 5.077501 ∣ l2loss : 4.913325 ∣ 
[  epoch 0028/0030] 0290/4800, lr:3.1e-06 ∣ avg_100 : 5.079210 ∣ l2loss : 5.201973 ∣ 
[  epoch 0028/0030] 0300/4800, lr:3.1e-06 ∣ avg_100 : 5.081123 ∣ l2loss : 5.085086 ∣ 
[  epoch 0028/0030] 0310/4800, lr:3.1e-06 ∣ avg_100 : 5.078654 ∣ l2loss : 4.843150 ∣ 
[  epoch 0028/0030] 0320/4800, lr:3.1e-06 ∣ avg_100 : 5.079069 ∣ l2loss : 5.037914 ∣ 
[  epoch 0028/0030] 0330/4800, lr:3.1e-06 ∣ avg_100 : 5.079159 ∣ l2loss : 4.989752 ∣ 
[  epoch 0028/0030] 0340/4800, lr:3.1e-06 ∣ avg_100 : 5.076216 ∣ l2loss : 4.960388 ∣ 
[  epoch 0028/0030] 0350/4800, lr:3.1e-06 ∣ avg_100 : 5.072663 ∣ l2loss : 5.028160 ∣ 
[  epoch 0028/0030] 0360/4800, lr:3.1e-06 ∣ avg_100 : 5.074632 ∣ l2loss : 5.181480 ∣ 
[  epoch 0028/0030] 0370/4800, lr:3.1e-06 ∣ avg_100 : 5.076018 ∣ l2loss : 5.222657 ∣ 
[  epoch 0028/0030] 0380/4800, lr:3.1e-06 ∣ avg_100 : 5.075773 ∣ l2loss : 4.863522 ∣ 
[  epoch 0028/0030] 0390/4800, lr:3.1e-06 ∣ avg_100 : 5.075393 ∣ l2loss : 4.972265 ∣ 
[  epoch 0028/0030] 0400/4800, lr:3.1e-06 ∣ avg_100 : 5.074720 ∣ l2loss : 4.969181 ∣ 
[  epoch 0028/0030] 0410/4800, lr:3.1e-06 ∣ avg_100 : 5.077323 ∣ l2loss : 5.242579 ∣ 
[  epoch 0028/0030] 0420/4800, lr:3.1e-06 ∣ avg_100 : 5.081361 ∣ l2loss : 5.343239 ∣ 
[  epoch 0028/0030] 0430/4800, lr:3.1e-06 ∣ avg_100 : 5.081529 ∣ l2loss : 5.088567 ∣ 
[  epoch 0028/0030] 0440/4800, lr:3.1e-06 ∣ avg_100 : 5.080775 ∣ l2loss : 4.974449 ∣ 
[  epoch 0028/0030] 0450/4800, lr:3.1e-06 ∣ avg_100 : 5.081503 ∣ l2loss : 5.180523 ∣ 
[  epoch 0028/0030] 0460/4800, lr:3.1e-06 ∣ avg_100 : 5.082486 ∣ l2loss : 5.220948 ∣ 
[  epoch 0028/0030] 0470/4800, lr:3.1e-06 ∣ avg_100 : 5.081467 ∣ l2loss : 5.143097 ∣ 
[  epoch 0028/0030] 0480/4800, lr:3.1e-06 ∣ avg_100 : 5.082851 ∣ l2loss : 5.186209 ∣ 
[  epoch 0028/0030] 0490/4800, lr:3.1e-06 ∣ avg_100 : 5.081320 ∣ l2loss : 5.141412 ∣ 
[  epoch 0028/0030] 0500/4800, lr:3.1e-06 ∣ avg_100 : 5.078587 ∣ l2loss : 4.990650 ∣ 
[  epoch 0028/0030] 0510/4800, lr:3.1e-06 ∣ avg_100 : 5.079715 ∣ l2loss : 5.004179 ∣ 
[  epoch 0028/0030] 0520/4800, lr:3.1e-06 ∣ avg_100 : 5.081056 ∣ l2loss : 5.294485 ∣ 
[  epoch 0028/0030] 0530/4800, lr:3.1e-06 ∣ avg_100 : 5.084835 ∣ l2loss : 5.247199 ∣ 
[  epoch 0028/0030] 0540/4800, lr:3.1e-06 ∣ avg_100 : 5.086609 ∣ l2loss : 5.095904 ∣ 
[  epoch 0028/0030] 0550/4800, lr:3.1e-06 ∣ avg_100 : 5.086522 ∣ l2loss : 5.037904 ∣ 
[  epoch 0028/0030] 0560/4800, lr:3.1e-06 ∣ avg_100 : 5.084459 ∣ l2loss : 5.032699 ∣ 
[  epoch 0028/0030] 0570/4800, lr:3.1e-06 ∣ avg_100 : 5.087699 ∣ l2loss : 5.155057 ∣ 
[  epoch 0028/0030] 0580/4800, lr:3.1e-06 ∣ avg_100 : 5.086596 ∣ l2loss : 4.838183 ∣ 
[  epoch 0028/0030] 0590/4800, lr:3.1e-06 ∣ avg_100 : 5.089356 ∣ l2loss : 5.497246 ∣ 
[  epoch 0028/0030] 0600/4800, lr:3.1e-06 ∣ avg_100 : 5.088443 ∣ l2loss : 5.031501 ∣ 
[  epoch 0028/0030] 0610/4800, lr:3.1e-06 ∣ avg_100 : 5.086129 ∣ l2loss : 4.872767 ∣ 
[  epoch 0028/0030] 0620/4800, lr:3.1e-06 ∣ avg_100 : 5.082435 ∣ l2loss : 4.942111 ∣ 
[  epoch 0028/0030] 0630/4800, lr:3.1e-06 ∣ avg_100 : 5.080227 ∣ l2loss : 5.077458 ∣ 
[  epoch 0028/0030] 0640/4800, lr:3.1e-06 ∣ avg_100 : 5.082602 ∣ l2loss : 5.481911 ∣ 
[  epoch 0028/0030] 0650/4800, lr:3.1e-06 ∣ avg_100 : 5.083386 ∣ l2loss : 5.151622 ∣ 
[  epoch 0028/0030] 0660/4800, lr:3.1e-06 ∣ avg_100 : 5.081410 ∣ l2loss : 4.792474 ∣ 
[  epoch 0028/0030] 0670/4800, lr:3.1e-06 ∣ avg_100 : 5.082246 ∣ l2loss : 5.261924 ∣ 
[  epoch 0028/0030] 0680/4800, lr:3.1e-06 ∣ avg_100 : 5.079387 ∣ l2loss : 4.957065 ∣ 
[  epoch 0028/0030] 0690/4800, lr:3.1e-06 ∣ avg_100 : 5.075809 ∣ l2loss : 5.027212 ∣ 
[  epoch 0028/0030] 0700/4800, lr:3.1e-06 ∣ avg_100 : 5.073955 ∣ l2loss : 4.801589 ∣ 
[  epoch 0028/0030] 0710/4800, lr:3.1e-06 ∣ avg_100 : 5.073965 ∣ l2loss : 4.964265 ∣ 
[  epoch 0028/0030] 0720/4800, lr:3.1e-06 ∣ avg_100 : 5.071705 ∣ l2loss : 5.042804 ∣ 
[  epoch 0028/0030] 0730/4800, lr:3.1e-06 ∣ avg_100 : 5.074934 ∣ l2loss : 5.201715 ∣ 
[  epoch 0028/0030] 0740/4800, lr:3.1e-06 ∣ avg_100 : 5.077831 ∣ l2loss : 5.258739 ∣ 
[  epoch 0028/0030] 0750/4800, lr:3.1e-06 ∣ avg_100 : 5.075031 ∣ l2loss : 4.910244 ∣ 
[  epoch 0028/0030] 0760/4800, lr:3.1e-06 ∣ avg_100 : 5.073349 ∣ l2loss : 4.972425 ∣ 
[  epoch 0028/0030] 0770/4800, lr:3.1e-06 ∣ avg_100 : 5.073255 ∣ l2loss : 4.957861 ∣ 
[  epoch 0028/0030] 0780/4800, lr:3.1e-06 ∣ avg_100 : 5.074624 ∣ l2loss : 5.176226 ∣ 
[  epoch 0028/0030] 0790/4800, lr:3.1e-06 ∣ avg_100 : 5.074585 ∣ l2loss : 5.052449 ∣ 
[  epoch 0028/0030] 0800/4800, lr:3.1e-06 ∣ avg_100 : 5.072419 ∣ l2loss : 4.981047 ∣ 
[  epoch 0028/0030] 0810/4800, lr:3.1e-06 ∣ avg_100 : 5.076941 ∣ l2loss : 5.234231 ∣ 
[  epoch 0028/0030] 0820/4800, lr:3.1e-06 ∣ avg_100 : 5.075616 ∣ l2loss : 5.034776 ∣ 
[  epoch 0028/0030] 0830/4800, lr:3.1e-06 ∣ avg_100 : 5.074281 ∣ l2loss : 5.014101 ∣ 
[  epoch 0028/0030] 0840/4800, lr:3.1e-06 ∣ avg_100 : 5.070257 ∣ l2loss : 4.947313 ∣ 
[  epoch 0028/0030] 0850/4800, lr:3.1e-06 ∣ avg_100 : 5.070689 ∣ l2loss : 5.111745 ∣ 
[  epoch 0028/0030] 0860/4800, lr:3.1e-06 ∣ avg_100 : 5.073583 ∣ l2loss : 5.210320 ∣ 
[  epoch 0028/0030] 0870/4800, lr:3.1e-06 ∣ avg_100 : 5.072912 ∣ l2loss : 5.064060 ∣ 
[  epoch 0028/0030] 0880/4800, lr:3.1e-06 ∣ avg_100 : 5.070614 ∣ l2loss : 5.049713 ∣ 
[  epoch 0028/0030] 0890/4800, lr:3.1e-06 ∣ avg_100 : 5.067301 ∣ l2loss : 5.004399 ∣ 
[  epoch 0028/0030] 0900/4800, lr:3.1e-06 ∣ avg_100 : 5.067855 ∣ l2loss : 5.081694 ∣ 
[  epoch 0028/0030] 0910/4800, lr:3.1e-06 ∣ avg_100 : 5.068487 ∣ l2loss : 5.165266 ∣ 
[  epoch 0028/0030] 0920/4800, lr:3.1e-06 ∣ avg_100 : 5.069996 ∣ l2loss : 5.107392 ∣ 
[  epoch 0028/0030] 0930/4800, lr:3.1e-06 ∣ avg_100 : 5.067956 ∣ l2loss : 4.917574 ∣ 
[  epoch 0028/0030] 0940/4800, lr:3.1e-06 ∣ avg_100 : 5.072020 ∣ l2loss : 5.247451 ∣ 
[  epoch 0028/0030] 0950/4800, lr:3.1e-06 ∣ avg_100 : 5.069648 ∣ l2loss : 4.979235 ∣ 
[  epoch 0028/0030] 0960/4800, lr:3.1e-06 ∣ avg_100 : 5.066665 ∣ l2loss : 5.054752 ∣ 
[  epoch 0028/0030] 0970/4800, lr:3.1e-06 ∣ avg_100 : 5.063870 ∣ l2loss : 4.913770 ∣ 
[  epoch 0028/0030] 0980/4800, lr:3.1e-06 ∣ avg_100 : 5.062977 ∣ l2loss : 4.935764 ∣ 
[  epoch 0028/0030] 0990/4800, lr:3.1e-06 ∣ avg_100 : 5.066548 ∣ l2loss : 5.206732 ∣ 
[  epoch 0028/0030] 1000/4800, lr:3.1e-06 ∣ avg_100 : 5.065182 ∣ l2loss : 4.943776 ∣ 
[  epoch 0028/0030] 1010/4800, lr:3.1e-06 ∣ avg_100 : 5.063881 ∣ l2loss : 4.902057 ∣ 
[  epoch 0028/0030] 1020/4800, lr:3.1e-06 ∣ avg_100 : 5.064766 ∣ l2loss : 5.198714 ∣ 
[  epoch 0028/0030] 1030/4800, lr:3.1e-06 ∣ avg_100 : 5.062742 ∣ l2loss : 4.988458 ∣ 
[  epoch 0028/0030] 1040/4800, lr:3.1e-06 ∣ avg_100 : 5.066555 ∣ l2loss : 5.092666 ∣ 
[  epoch 0028/0030] 1050/4800, lr:3.1e-06 ∣ avg_100 : 5.066960 ∣ l2loss : 5.107256 ∣ 
[  epoch 0028/0030] 1060/4800, lr:3.1e-06 ∣ avg_100 : 5.068270 ∣ l2loss : 5.148102 ∣ 
[  epoch 0028/0030] 1070/4800, lr:3.1e-06 ∣ avg_100 : 5.069675 ∣ l2loss : 5.088781 ∣ 
[  epoch 0028/0030] 1080/4800, lr:3.1e-06 ∣ avg_100 : 5.064455 ∣ l2loss : 4.799445 ∣ 
[  epoch 0028/0030] 1090/4800, lr:3.1e-06 ∣ avg_100 : 5.062285 ∣ l2loss : 5.000588 ∣ 
[  epoch 0028/0030] 1100/4800, lr:3.1e-06 ∣ avg_100 : 5.062624 ∣ l2loss : 5.036038 ∣ 
[  epoch 0028/0030] 1110/4800, lr:3.1e-06 ∣ avg_100 : 5.065135 ∣ l2loss : 5.249091 ∣ 
[  epoch 0028/0030] 1120/4800, lr:3.1e-06 ∣ avg_100 : 5.059661 ∣ l2loss : 4.740397 ∣ 
[  epoch 0028/0030] 1130/4800, lr:3.1e-06 ∣ avg_100 : 5.060660 ∣ l2loss : 4.998518 ∣ 
[  epoch 0028/0030] 1140/4800, lr:3.1e-06 ∣ avg_100 : 5.059993 ∣ l2loss : 4.928637 ∣ 
[  epoch 0028/0030] 1150/4800, lr:3.1e-06 ∣ avg_100 : 5.061395 ∣ l2loss : 5.361522 ∣ 
[  epoch 0028/0030] 1160/4800, lr:3.1e-06 ∣ avg_100 : 5.061624 ∣ l2loss : 5.073297 ∣ 
[  epoch 0028/0030] 1170/4800, lr:3.1e-06 ∣ avg_100 : 5.061738 ∣ l2loss : 5.070547 ∣ 
[  epoch 0028/0030] 1180/4800, lr:3.1e-06 ∣ avg_100 : 5.062820 ∣ l2loss : 5.171966 ∣ 
[  epoch 0028/0030] 1190/4800, lr:3.1e-06 ∣ avg_100 : 5.065621 ∣ l2loss : 5.336177 ∣ 
[  epoch 0028/0030] 1200/4800, lr:3.1e-06 ∣ avg_100 : 5.064266 ∣ l2loss : 4.969536 ∣ 
[  epoch 0028/0030] 1210/4800, lr:3.1e-06 ∣ avg_100 : 5.069273 ∣ l2loss : 5.241615 ∣ 
[  epoch 0028/0030] 1220/4800, lr:3.1e-06 ∣ avg_100 : 5.069305 ∣ l2loss : 5.127629 ∣ 
[  epoch 0028/0030] 1230/4800, lr:3.1e-06 ∣ avg_100 : 5.068598 ∣ l2loss : 4.978168 ∣ 
[  epoch 0028/0030] 1240/4800, lr:3.1e-06 ∣ avg_100 : 5.071865 ∣ l2loss : 5.144199 ∣ 
[  epoch 0028/0030] 1250/4800, lr:3.1e-06 ∣ avg_100 : 5.070649 ∣ l2loss : 4.932255 ∣ 
[  epoch 0028/0030] 1260/4800, lr:3.1e-06 ∣ avg_100 : 5.070771 ∣ l2loss : 5.199599 ∣ 
[  epoch 0028/0030] 1270/4800, lr:3.1e-06 ∣ avg_100 : 5.069224 ∣ l2loss : 4.914297 ∣ 
[  epoch 0028/0030] 1280/4800, lr:3.1e-06 ∣ avg_100 : 5.072096 ∣ l2loss : 5.200534 ∣ 
[  epoch 0028/0030] 1290/4800, lr:3.1e-06 ∣ avg_100 : 5.070053 ∣ l2loss : 4.997635 ∣ 
[  epoch 0028/0030] 1300/4800, lr:3.1e-06 ∣ avg_100 : 5.067098 ∣ l2loss : 4.789609 ∣ 
[  epoch 0028/0030] 1310/4800, lr:3.1e-06 ∣ avg_100 : 5.069555 ∣ l2loss : 5.088816 ∣ 
[  epoch 0028/0030] 1320/4800, lr:3.1e-06 ∣ avg_100 : 5.071736 ∣ l2loss : 5.256041 ∣ 
[  epoch 0028/0030] 1330/4800, lr:3.1e-06 ∣ avg_100 : 5.070472 ∣ l2loss : 4.863322 ∣ 
[  epoch 0028/0030] 1340/4800, lr:3.1e-06 ∣ avg_100 : 5.074812 ∣ l2loss : 5.394453 ∣ 
[  epoch 0028/0030] 1350/4800, lr:3.1e-06 ∣ avg_100 : 5.075713 ∣ l2loss : 5.118191 ∣ 
[  epoch 0028/0030] 1360/4800, lr:3.1e-06 ∣ avg_100 : 5.075676 ∣ l2loss : 5.177774 ∣ 
[  epoch 0028/0030] 1370/4800, lr:3.1e-06 ∣ avg_100 : 5.073547 ∣ l2loss : 5.009817 ∣ 
[  epoch 0028/0030] 1380/4800, lr:3.1e-06 ∣ avg_100 : 5.073995 ∣ l2loss : 4.908275 ∣ 
[  epoch 0028/0030] 1390/4800, lr:3.1e-06 ∣ avg_100 : 5.076619 ∣ l2loss : 5.234681 ∣ 
[  epoch 0028/0030] 1400/4800, lr:3.1e-06 ∣ avg_100 : 5.078180 ∣ l2loss : 5.125311 ∣ 
[  epoch 0028/0030] 1410/4800, lr:3.1e-06 ∣ avg_100 : 5.076844 ∣ l2loss : 5.108953 ∣ 
[  epoch 0028/0030] 1420/4800, lr:3.1e-06 ∣ avg_100 : 5.075001 ∣ l2loss : 5.158960 ∣ 
[  epoch 0028/0030] 1430/4800, lr:3.1e-06 ∣ avg_100 : 5.076179 ∣ l2loss : 5.206396 ∣ 
[  epoch 0028/0030] 1440/4800, lr:3.1e-06 ∣ avg_100 : 5.079245 ∣ l2loss : 5.280991 ∣ 
[  epoch 0028/0030] 1450/4800, lr:3.1e-06 ∣ avg_100 : 5.078740 ∣ l2loss : 5.130016 ∣ 
[  epoch 0028/0030] 1460/4800, lr:3.1e-06 ∣ avg_100 : 5.077109 ∣ l2loss : 5.057851 ∣ 
[  epoch 0028/0030] 1470/4800, lr:3.1e-06 ∣ avg_100 : 5.079185 ∣ l2loss : 5.350747 ∣ 
[  epoch 0028/0030] 1480/4800, lr:3.1e-06 ∣ avg_100 : 5.076925 ∣ l2loss : 4.960197 ∣ 
[  epoch 0028/0030] 1490/4800, lr:3.1e-06 ∣ avg_100 : 5.077353 ∣ l2loss : 5.184162 ∣ 
[  epoch 0028/0030] 1500/4800, lr:3.1e-06 ∣ avg_100 : 5.078876 ∣ l2loss : 5.143022 ∣ 
[  epoch 0028/0030] 1510/4800, lr:3.1e-06 ∣ avg_100 : 5.079526 ∣ l2loss : 5.069133 ∣ 
[  epoch 0028/0030] 1520/4800, lr:3.1e-06 ∣ avg_100 : 5.078000 ∣ l2loss : 5.141903 ∣ 
[  epoch 0028/0030] 1530/4800, lr:3.1e-06 ∣ avg_100 : 5.075908 ∣ l2loss : 5.037986 ∣ 
[  epoch 0028/0030] 1540/4800, lr:3.1e-06 ∣ avg_100 : 5.073949 ∣ l2loss : 4.900032 ∣ 
[  epoch 0028/0030] 1550/4800, lr:3.1e-06 ∣ avg_100 : 5.074706 ∣ l2loss : 5.113605 ∣ 
[  epoch 0028/0030] 1560/4800, lr:3.1e-06 ∣ avg_100 : 5.076261 ∣ l2loss : 5.188173 ∣ 
[  epoch 0028/0030] 1570/4800, lr:3.1e-06 ∣ avg_100 : 5.073436 ∣ l2loss : 4.872577 ∣ 
[  epoch 0028/0030] 1580/4800, lr:3.1e-06 ∣ avg_100 : 5.076720 ∣ l2loss : 5.166540 ∣ 
[  epoch 0028/0030] 1590/4800, lr:3.1e-06 ∣ avg_100 : 5.072122 ∣ l2loss : 5.037475 ∣ 
[  epoch 0028/0030] 1600/4800, lr:3.1e-06 ∣ avg_100 : 5.071575 ∣ l2loss : 4.976822 ∣ 
[  epoch 0028/0030] 1610/4800, lr:3.1e-06 ∣ avg_100 : 5.073438 ∣ l2loss : 5.059009 ∣ 
[  epoch 0028/0030] 1620/4800, lr:3.1e-06 ∣ avg_100 : 5.074042 ∣ l2loss : 5.002551 ∣ 
[  epoch 0028/0030] 1630/4800, lr:3.1e-06 ∣ avg_100 : 5.073784 ∣ l2loss : 5.051609 ∣ 
[  epoch 0028/0030] 1640/4800, lr:3.1e-06 ∣ avg_100 : 5.069578 ∣ l2loss : 5.061328 ∣ 
[  epoch 0028/0030] 1650/4800, lr:3.1e-06 ∣ avg_100 : 5.070200 ∣ l2loss : 5.213846 ∣ 
[  epoch 0028/0030] 1660/4800, lr:3.1e-06 ∣ avg_100 : 5.073955 ∣ l2loss : 5.167992 ∣ 
[  epoch 0028/0030] 1670/4800, lr:3.1e-06 ∣ avg_100 : 5.072620 ∣ l2loss : 5.128373 ∣ 
[  epoch 0028/0030] 1680/4800, lr:3.1e-06 ∣ avg_100 : 5.073779 ∣ l2loss : 5.072982 ∣ 
[  epoch 0028/0030] 1690/4800, lr:3.1e-06 ∣ avg_100 : 5.074714 ∣ l2loss : 5.120695 ∣ 
[  epoch 0028/0030] 1700/4800, lr:3.1e-06 ∣ avg_100 : 5.077877 ∣ l2loss : 5.117960 ∣ 
[  epoch 0028/0030] 1710/4800, lr:3.1e-06 ∣ avg_100 : 5.079423 ∣ l2loss : 5.118811 ∣ 
[  epoch 0028/0030] 1720/4800, lr:3.1e-06 ∣ avg_100 : 5.081545 ∣ l2loss : 5.255034 ∣ 
[  epoch 0028/0030] 1730/4800, lr:3.1e-06 ∣ avg_100 : 5.081424 ∣ l2loss : 5.189624 ∣ 
[  epoch 0028/0030] 1740/4800, lr:3.1e-06 ∣ avg_100 : 5.081302 ∣ l2loss : 5.246548 ∣ 
[  epoch 0028/0030] 1750/4800, lr:3.1e-06 ∣ avg_100 : 5.083319 ∣ l2loss : 5.111863 ∣ 
[  epoch 0028/0030] 1760/4800, lr:3.1e-06 ∣ avg_100 : 5.083766 ∣ l2loss : 5.017177 ∣ 
[  epoch 0028/0030] 1770/4800, lr:3.1e-06 ∣ avg_100 : 5.084351 ∣ l2loss : 5.016333 ∣ 
[  epoch 0028/0030] 1780/4800, lr:3.1e-06 ∣ avg_100 : 5.082118 ∣ l2loss : 4.952928 ∣ 
[  epoch 0028/0030] 1790/4800, lr:3.1e-06 ∣ avg_100 : 5.083756 ∣ l2loss : 5.216264 ∣ 
[  epoch 0028/0030] 1800/4800, lr:3.1e-06 ∣ avg_100 : 5.083697 ∣ l2loss : 4.975183 ∣ 
[  epoch 0028/0030] 1810/4800, lr:3.1e-06 ∣ avg_100 : 5.081346 ∣ l2loss : 4.999128 ∣ 
[  epoch 0028/0030] 1820/4800, lr:3.1e-06 ∣ avg_100 : 5.081516 ∣ l2loss : 5.051796 ∣ 
[  epoch 0028/0030] 1830/4800, lr:3.1e-06 ∣ avg_100 : 5.082515 ∣ l2loss : 5.113992 ∣ 
[  epoch 0028/0030] 1840/4800, lr:3.1e-06 ∣ avg_100 : 5.082463 ∣ l2loss : 4.942100 ∣ 
[  epoch 0028/0030] 1850/4800, lr:3.1e-06 ∣ avg_100 : 5.082624 ∣ l2loss : 5.127837 ∣ 
[  epoch 0028/0030] 1860/4800, lr:3.1e-06 ∣ avg_100 : 5.081251 ∣ l2loss : 5.072958 ∣ 
[  epoch 0028/0030] 1870/4800, lr:3.1e-06 ∣ avg_100 : 5.082834 ∣ l2loss : 5.222366 ∣ 
[  epoch 0028/0030] 1880/4800, lr:3.1e-06 ∣ avg_100 : 5.083998 ∣ l2loss : 5.166179 ∣ 
[  epoch 0028/0030] 1890/4800, lr:3.1e-06 ∣ avg_100 : 5.084665 ∣ l2loss : 5.071050 ∣ 
[  epoch 0028/0030] 1900/4800, lr:3.1e-06 ∣ avg_100 : 5.083999 ∣ l2loss : 5.015162 ∣ 
[  epoch 0028/0030] 1910/4800, lr:3.1e-06 ∣ avg_100 : 5.083652 ∣ l2loss : 5.130540 ∣ 
[  epoch 0028/0030] 1920/4800, lr:3.1e-06 ∣ avg_100 : 5.081505 ∣ l2loss : 4.892670 ∣ 
[  epoch 0028/0030] 1930/4800, lr:3.1e-06 ∣ avg_100 : 5.083389 ∣ l2loss : 5.105959 ∣ 
[  epoch 0028/0030] 1940/4800, lr:3.1e-06 ∣ avg_100 : 5.081496 ∣ l2loss : 5.058141 ∣ 
[  epoch 0028/0030] 1950/4800, lr:3.1e-06 ∣ avg_100 : 5.081724 ∣ l2loss : 5.002027 ∣ 
[  epoch 0028/0030] 1960/4800, lr:3.1e-06 ∣ avg_100 : 5.079722 ∣ l2loss : 4.854547 ∣ 
[  epoch 0028/0030] 1970/4800, lr:3.1e-06 ∣ avg_100 : 5.084836 ∣ l2loss : 5.425257 ∣ 
[  epoch 0028/0030] 1980/4800, lr:3.1e-06 ∣ avg_100 : 5.085617 ∣ l2loss : 5.013863 ∣ 
[  epoch 0028/0030] 1990/4800, lr:3.1e-06 ∣ avg_100 : 5.084178 ∣ l2loss : 5.062783 ∣ 
[  epoch 0028/0030] 2000/4800, lr:3.1e-06 ∣ avg_100 : 5.083123 ∣ l2loss : 4.838326 ∣ 
[  epoch 0028/0030] 2010/4800, lr:3.1e-06 ∣ avg_100 : 5.086939 ∣ l2loss : 5.283614 ∣ 
[  epoch 0028/0030] 2020/4800, lr:3.1e-06 ∣ avg_100 : 5.085670 ∣ l2loss : 5.071850 ∣ 
[  epoch 0028/0030] 2030/4800, lr:3.1e-06 ∣ avg_100 : 5.086951 ∣ l2loss : 5.116528 ∣ 
[  epoch 0028/0030] 2040/4800, lr:3.1e-06 ∣ avg_100 : 5.087121 ∣ l2loss : 5.109655 ∣ 
[  epoch 0028/0030] 2050/4800, lr:3.1e-06 ∣ avg_100 : 5.086121 ∣ l2loss : 5.007299 ∣ 
[  epoch 0028/0030] 2060/4800, lr:3.1e-06 ∣ avg_100 : 5.085335 ∣ l2loss : 5.069485 ∣ 
[  epoch 0028/0030] 2070/4800, lr:3.1e-06 ∣ avg_100 : 5.083749 ∣ l2loss : 4.930116 ∣ 
[  epoch 0028/0030] 2080/4800, lr:3.1e-06 ∣ avg_100 : 5.088121 ∣ l2loss : 5.236650 ∣ 
[  epoch 0028/0030] 2090/4800, lr:3.1e-06 ∣ avg_100 : 5.089032 ∣ l2loss : 5.091742 ∣ 
[  epoch 0028/0030] 2100/4800, lr:3.1e-06 ∣ avg_100 : 5.088273 ∣ l2loss : 4.960073 ∣ 
[  epoch 0028/0030] 2110/4800, lr:3.1e-06 ∣ avg_100 : 5.087355 ∣ l2loss : 5.157381 ∣ 
[  epoch 0028/0030] 2120/4800, lr:3.1e-06 ∣ avg_100 : 5.090835 ∣ l2loss : 5.088323 ∣ 
[  epoch 0028/0030] 2130/4800, lr:3.1e-06 ∣ avg_100 : 5.089458 ∣ l2loss : 4.860856 ∣ 
[  epoch 0028/0030] 2140/4800, lr:3.1e-06 ∣ avg_100 : 5.089813 ∣ l2loss : 4.964111 ∣ 
[  epoch 0028/0030] 2150/4800, lr:3.1e-06 ∣ avg_100 : 5.088670 ∣ l2loss : 5.247276 ∣ 
[  epoch 0028/0030] 2160/4800, lr:3.1e-06 ∣ avg_100 : 5.089919 ∣ l2loss : 5.198123 ∣ 
[  epoch 0028/0030] 2170/4800, lr:3.1e-06 ∣ avg_100 : 5.090768 ∣ l2loss : 5.155471 ∣ 
[  epoch 0028/0030] 2180/4800, lr:3.1e-06 ∣ avg_100 : 5.088395 ∣ l2loss : 4.934677 ∣ 
[  epoch 0028/0030] 2190/4800, lr:3.1e-06 ∣ avg_100 : 5.086704 ∣ l2loss : 5.167093 ∣ 
[  epoch 0028/0030] 2200/4800, lr:3.1e-06 ∣ avg_100 : 5.089754 ∣ l2loss : 5.274530 ∣ 
[  epoch 0028/0030] 2210/4800, lr:3.1e-06 ∣ avg_100 : 5.087654 ∣ l2loss : 5.031599 ∣ 
[  epoch 0028/0030] 2220/4800, lr:3.1e-06 ∣ avg_100 : 5.085868 ∣ l2loss : 4.949005 ∣ 
[  epoch 0028/0030] 2230/4800, lr:3.1e-06 ∣ avg_100 : 5.086113 ∣ l2loss : 5.002738 ∣ 
[  epoch 0028/0030] 2240/4800, lr:3.1e-06 ∣ avg_100 : 5.087205 ∣ l2loss : 5.253404 ∣ 
[  epoch 0028/0030] 2250/4800, lr:3.1e-06 ∣ avg_100 : 5.086737 ∣ l2loss : 4.885443 ∣ 
[  epoch 0028/0030] 2260/4800, lr:3.1e-06 ∣ avg_100 : 5.086658 ∣ l2loss : 5.191653 ∣ 
[  epoch 0028/0030] 2270/4800, lr:3.1e-06 ∣ avg_100 : 5.087150 ∣ l2loss : 4.963520 ∣ 
[  epoch 0028/0030] 2280/4800, lr:3.1e-06 ∣ avg_100 : 5.088676 ∣ l2loss : 5.353124 ∣ 
[  epoch 0028/0030] 2290/4800, lr:3.1e-06 ∣ avg_100 : 5.087206 ∣ l2loss : 4.850673 ∣ 
[  epoch 0028/0030] 2300/4800, lr:3.1e-06 ∣ avg_100 : 5.090523 ∣ l2loss : 5.121258 ∣ 
[  epoch 0028/0030] 2310/4800, lr:3.1e-06 ∣ avg_100 : 5.091137 ∣ l2loss : 5.150234 ∣ 
[  epoch 0028/0030] 2320/4800, lr:3.1e-06 ∣ avg_100 : 5.089697 ∣ l2loss : 5.112042 ∣ 
[  epoch 0028/0030] 2330/4800, lr:3.1e-06 ∣ avg_100 : 5.092729 ∣ l2loss : 5.166512 ∣ 
[  epoch 0028/0030] 2340/4800, lr:3.1e-06 ∣ avg_100 : 5.087240 ∣ l2loss : 4.845548 ∣ 
[  epoch 0028/0030] 2350/4800, lr:3.1e-06 ∣ avg_100 : 5.085504 ∣ l2loss : 4.944649 ∣ 
[  epoch 0028/0030] 2360/4800, lr:3.1e-06 ∣ avg_100 : 5.086903 ∣ l2loss : 5.317608 ∣ 
[  epoch 0028/0030] 2370/4800, lr:3.1e-06 ∣ avg_100 : 5.087908 ∣ l2loss : 5.110345 ∣ 
[  epoch 0028/0030] 2380/4800, lr:3.1e-06 ∣ avg_100 : 5.091502 ∣ l2loss : 5.267702 ∣ 
[  epoch 0028/0030] 2390/4800, lr:3.1e-06 ∣ avg_100 : 5.090449 ∣ l2loss : 5.129315 ∣ 
[  epoch 0028/0030] 2400/4800, lr:3.1e-06 ∣ avg_100 : 5.090847 ∣ l2loss : 5.165143 ∣ 
[  epoch 0028/0030] 2410/4800, lr:3.1e-06 ∣ avg_100 : 5.092770 ∣ l2loss : 5.301289 ∣ 
[  epoch 0028/0030] 2420/4800, lr:3.1e-06 ∣ avg_100 : 5.090109 ∣ l2loss : 4.892804 ∣ 
[  epoch 0028/0030] 2430/4800, lr:3.1e-06 ∣ avg_100 : 5.089996 ∣ l2loss : 5.195122 ∣ 
[  epoch 0028/0030] 2440/4800, lr:3.1e-06 ∣ avg_100 : 5.085330 ∣ l2loss : 4.814362 ∣ 
[  epoch 0028/0030] 2450/4800, lr:3.1e-06 ∣ avg_100 : 5.083974 ∣ l2loss : 4.994460 ∣ 
[  epoch 0028/0030] 2460/4800, lr:3.1e-06 ∣ avg_100 : 5.085294 ∣ l2loss : 5.189816 ∣ 
[  epoch 0028/0030] 2470/4800, lr:3.1e-06 ∣ avg_100 : 5.081110 ∣ l2loss : 4.932401 ∣ 
[  epoch 0028/0030] 2480/4800, lr:3.1e-06 ∣ avg_100 : 5.083441 ∣ l2loss : 5.193278 ∣ 
[  epoch 0028/0030] 2490/4800, lr:3.1e-06 ∣ avg_100 : 5.084937 ∣ l2loss : 5.333753 ∣ 
[  epoch 0028/0030] 2500/4800, lr:3.1e-06 ∣ avg_100 : 5.084573 ∣ l2loss : 5.106637 ∣ 
[  epoch 0028/0030] 2510/4800, lr:3.1e-06 ∣ avg_100 : 5.085466 ∣ l2loss : 5.158412 ∣ 
[  epoch 0028/0030] 2520/4800, lr:3.1e-06 ∣ avg_100 : 5.086381 ∣ l2loss : 5.233438 ∣ 
[  epoch 0028/0030] 2530/4800, lr:3.1e-06 ∣ avg_100 : 5.085761 ∣ l2loss : 4.975954 ∣ 
[  epoch 0028/0030] 2540/4800, lr:3.1e-06 ∣ avg_100 : 5.088524 ∣ l2loss : 5.176373 ∣ 
[  epoch 0028/0030] 2550/4800, lr:3.1e-06 ∣ avg_100 : 5.090903 ∣ l2loss : 5.351439 ∣ 
[  epoch 0028/0030] 2560/4800, lr:3.1e-06 ∣ avg_100 : 5.088880 ∣ l2loss : 4.985844 ∣ 
[  epoch 0028/0030] 2570/4800, lr:3.1e-06 ∣ avg_100 : 5.091637 ∣ l2loss : 5.148277 ∣ 
[  epoch 0028/0030] 2580/4800, lr:3.1e-06 ∣ avg_100 : 5.090224 ∣ l2loss : 5.025269 ∣ 
[  epoch 0028/0030] 2590/4800, lr:3.1e-06 ∣ avg_100 : 5.091512 ∣ l2loss : 5.166310 ∣ 
[  epoch 0028/0030] 2600/4800, lr:3.1e-06 ∣ avg_100 : 5.092565 ∣ l2loss : 5.082090 ∣ 
[  epoch 0028/0030] 2610/4800, lr:3.1e-06 ∣ avg_100 : 5.092841 ∣ l2loss : 5.086639 ∣ 
[  epoch 0028/0030] 2620/4800, lr:3.1e-06 ∣ avg_100 : 5.095187 ∣ l2loss : 5.237122 ∣ 
[  epoch 0028/0030] 2630/4800, lr:3.1e-06 ∣ avg_100 : 5.094220 ∣ l2loss : 4.954906 ∣ 
[  epoch 0028/0030] 2640/4800, lr:3.1e-06 ∣ avg_100 : 5.092885 ∣ l2loss : 4.927833 ∣ 
[  epoch 0028/0030] 2650/4800, lr:3.1e-06 ∣ avg_100 : 5.089792 ∣ l2loss : 4.904521 ∣ 
[  epoch 0028/0030] 2660/4800, lr:3.1e-06 ∣ avg_100 : 5.089627 ∣ l2loss : 5.151489 ∣ 
[  epoch 0028/0030] 2670/4800, lr:3.1e-06 ∣ avg_100 : 5.091458 ∣ l2loss : 5.311466 ∣ 
[  epoch 0028/0030] 2680/4800, lr:3.1e-06 ∣ avg_100 : 5.089901 ∣ l2loss : 4.917352 ∣ 
[  epoch 0028/0030] 2690/4800, lr:3.1e-06 ∣ avg_100 : 5.089347 ∣ l2loss : 5.065230 ∣ 
[  epoch 0028/0030] 2700/4800, lr:3.1e-06 ∣ avg_100 : 5.088976 ∣ l2loss : 5.080899 ∣ 
[  epoch 0028/0030] 2710/4800, lr:3.1e-06 ∣ avg_100 : 5.088869 ∣ l2loss : 5.108134 ∣ 
[  epoch 0028/0030] 2720/4800, lr:3.1e-06 ∣ avg_100 : 5.087808 ∣ l2loss : 5.148904 ∣ 
[  epoch 0028/0030] 2730/4800, lr:3.1e-06 ∣ avg_100 : 5.083357 ∣ l2loss : 4.744488 ∣ 
[  epoch 0028/0030] 2740/4800, lr:3.1e-06 ∣ avg_100 : 5.080809 ∣ l2loss : 4.991799 ∣ 
[  epoch 0028/0030] 2750/4800, lr:3.1e-06 ∣ avg_100 : 5.081094 ∣ l2loss : 5.140369 ∣ 
[  epoch 0028/0030] 2760/4800, lr:3.1e-06 ∣ avg_100 : 5.081224 ∣ l2loss : 5.030209 ∣ 
[  epoch 0028/0030] 2770/4800, lr:3.1e-06 ∣ avg_100 : 5.083200 ∣ l2loss : 5.213866 ∣ 
[  epoch 0028/0030] 2780/4800, lr:3.1e-06 ∣ avg_100 : 5.084001 ∣ l2loss : 5.033015 ∣ 
[  epoch 0028/0030] 2790/4800, lr:3.1e-06 ∣ avg_100 : 5.082111 ∣ l2loss : 5.027324 ∣ 
[  epoch 0028/0030] 2800/4800, lr:3.1e-06 ∣ avg_100 : 5.084580 ∣ l2loss : 5.222087 ∣ 
[  epoch 0028/0030] 2810/4800, lr:3.1e-06 ∣ avg_100 : 5.083221 ∣ l2loss : 4.863151 ∣ 
[  epoch 0028/0030] 2820/4800, lr:3.1e-06 ∣ avg_100 : 5.082200 ∣ l2loss : 4.949726 ∣ 
[  epoch 0028/0030] 2830/4800, lr:3.1e-06 ∣ avg_100 : 5.082562 ∣ l2loss : 5.150168 ∣ 
[  epoch 0028/0030] 2840/4800, lr:3.1e-06 ∣ avg_100 : 5.084647 ∣ l2loss : 5.150636 ∣ 
[  epoch 0028/0030] 2850/4800, lr:3.1e-06 ∣ avg_100 : 5.084668 ∣ l2loss : 5.129975 ∣ 
[  epoch 0028/0030] 2860/4800, lr:3.1e-06 ∣ avg_100 : 5.084787 ∣ l2loss : 5.084855 ∣ 
[  epoch 0028/0030] 2870/4800, lr:3.1e-06 ∣ avg_100 : 5.083165 ∣ l2loss : 5.060148 ∣ 
[  epoch 0028/0030] 2880/4800, lr:3.1e-06 ∣ avg_100 : 5.081691 ∣ l2loss : 5.018723 ∣ 
[  epoch 0028/0030] 2890/4800, lr:3.1e-06 ∣ avg_100 : 5.080823 ∣ l2loss : 4.984268 ∣ 
[  epoch 0028/0030] 2900/4800, lr:3.1e-06 ∣ avg_100 : 5.081970 ∣ l2loss : 5.129860 ∣ 
[  epoch 0028/0030] 2910/4800, lr:3.1e-06 ∣ avg_100 : 5.080725 ∣ l2loss : 5.006118 ∣ 
[  epoch 0028/0030] 2920/4800, lr:3.1e-06 ∣ avg_100 : 5.082968 ∣ l2loss : 5.116957 ∣ 
[  epoch 0028/0030] 2930/4800, lr:3.1e-06 ∣ avg_100 : 5.082474 ∣ l2loss : 5.056533 ∣ 
[  epoch 0028/0030] 2940/4800, lr:3.1e-06 ∣ avg_100 : 5.084039 ∣ l2loss : 5.214624 ∣ 
[  epoch 0028/0030] 2950/4800, lr:3.1e-06 ∣ avg_100 : 5.083784 ∣ l2loss : 4.976532 ∣ 
[  epoch 0028/0030] 2960/4800, lr:3.1e-06 ∣ avg_100 : 5.086771 ∣ l2loss : 5.153291 ∣ 
[  epoch 0028/0030] 2970/4800, lr:3.1e-06 ∣ avg_100 : 5.081987 ∣ l2loss : 4.946842 ∣ 
[  epoch 0028/0030] 2980/4800, lr:3.1e-06 ∣ avg_100 : 5.083166 ∣ l2loss : 5.131738 ∣ 
[  epoch 0028/0030] 2990/4800, lr:3.1e-06 ∣ avg_100 : 5.086431 ∣ l2loss : 5.389289 ∣ 
[  epoch 0028/0030] 3000/4800, lr:3.1e-06 ∣ avg_100 : 5.089422 ∣ l2loss : 5.137368 ∣ 
[  epoch 0028/0030] 3010/4800, lr:3.1e-06 ∣ avg_100 : 5.087405 ∣ l2loss : 5.081986 ∣ 
[  epoch 0028/0030] 3020/4800, lr:3.1e-06 ∣ avg_100 : 5.090409 ∣ l2loss : 5.372245 ∣ 
[  epoch 0028/0030] 3030/4800, lr:3.1e-06 ∣ avg_100 : 5.089883 ∣ l2loss : 5.063880 ∣ 
[  epoch 0028/0030] 3040/4800, lr:3.1e-06 ∣ avg_100 : 5.090194 ∣ l2loss : 5.140790 ∣ 
[  epoch 0028/0030] 3050/4800, lr:3.1e-06 ∣ avg_100 : 5.092087 ∣ l2loss : 5.196590 ∣ 
[  epoch 0028/0030] 3060/4800, lr:3.1e-06 ∣ avg_100 : 5.091778 ∣ l2loss : 5.038613 ∣ 
[  epoch 0028/0030] 3070/4800, lr:3.1e-06 ∣ avg_100 : 5.090241 ∣ l2loss : 4.776395 ∣ 
[  epoch 0028/0030] 3080/4800, lr:3.1e-06 ∣ avg_100 : 5.087793 ∣ l2loss : 4.991858 ∣ 
[  epoch 0028/0030] 3090/4800, lr:3.1e-06 ∣ avg_100 : 5.087943 ∣ l2loss : 5.106690 ∣ 
[  epoch 0028/0030] 3100/4800, lr:3.1e-06 ∣ avg_100 : 5.088727 ∣ l2loss : 5.038525 ∣ 
[  epoch 0028/0030] 3110/4800, lr:3.1e-06 ∣ avg_100 : 5.090297 ∣ l2loss : 5.314380 ∣ 
[  epoch 0028/0030] 3120/4800, lr:3.1e-06 ∣ avg_100 : 5.091851 ∣ l2loss : 5.243753 ∣ 
[  epoch 0028/0030] 3130/4800, lr:3.1e-06 ∣ avg_100 : 5.094398 ∣ l2loss : 5.115475 ∣ 
[  epoch 0028/0030] 3140/4800, lr:3.1e-06 ∣ avg_100 : 5.095498 ∣ l2loss : 5.074147 ∣ 
[  epoch 0028/0030] 3150/4800, lr:3.1e-06 ∣ avg_100 : 5.093894 ∣ l2loss : 5.086889 ∣ 
[  epoch 0028/0030] 3160/4800, lr:3.1e-06 ∣ avg_100 : 5.093395 ∣ l2loss : 5.148197 ∣ 
[  epoch 0028/0030] 3170/4800, lr:3.1e-06 ∣ avg_100 : 5.094307 ∣ l2loss : 5.246674 ∣ 
[  epoch 0028/0030] 3180/4800, lr:3.1e-06 ∣ avg_100 : 5.093984 ∣ l2loss : 4.902401 ∣ 
[  epoch 0028/0030] 3190/4800, lr:3.1e-06 ∣ avg_100 : 5.091984 ∣ l2loss : 4.967058 ∣ 
[  epoch 0028/0030] 3200/4800, lr:3.1e-06 ∣ avg_100 : 5.089590 ∣ l2loss : 5.035126 ∣ 
[  epoch 0028/0030] 3210/4800, lr:3.1e-06 ∣ avg_100 : 5.087740 ∣ l2loss : 4.846662 ∣ 
[  epoch 0028/0030] 3220/4800, lr:3.1e-06 ∣ avg_100 : 5.089280 ∣ l2loss : 5.102936 ∣ 
[  epoch 0028/0030] 3230/4800, lr:3.1e-06 ∣ avg_100 : 5.088603 ∣ l2loss : 4.935088 ∣ 
[  epoch 0028/0030] 3240/4800, lr:3.1e-06 ∣ avg_100 : 5.085619 ∣ l2loss : 4.955005 ∣ 
[  epoch 0028/0030] 3250/4800, lr:3.1e-06 ∣ avg_100 : 5.088113 ∣ l2loss : 5.134857 ∣ 
[  epoch 0028/0030] 3260/4800, lr:3.1e-06 ∣ avg_100 : 5.087561 ∣ l2loss : 5.136433 ∣ 
[  epoch 0028/0030] 3270/4800, lr:3.1e-06 ∣ avg_100 : 5.088782 ∣ l2loss : 5.085566 ∣ 
[  epoch 0028/0030] 3280/4800, lr:3.1e-06 ∣ avg_100 : 5.087033 ∣ l2loss : 5.178233 ∣ 
[  epoch 0028/0030] 3290/4800, lr:3.1e-06 ∣ avg_100 : 5.090671 ∣ l2loss : 5.214498 ∣ 
[  epoch 0028/0030] 3300/4800, lr:3.1e-06 ∣ avg_100 : 5.088538 ∣ l2loss : 4.908005 ∣ 
[  epoch 0028/0030] 3310/4800, lr:3.1e-06 ∣ avg_100 : 5.087562 ∣ l2loss : 5.052608 ∣ 
[  epoch 0028/0030] 3320/4800, lr:3.1e-06 ∣ avg_100 : 5.086810 ∣ l2loss : 5.036874 ∣ 
[  epoch 0028/0030] 3330/4800, lr:3.1e-06 ∣ avg_100 : 5.085876 ∣ l2loss : 5.073063 ∣ 
[  epoch 0028/0030] 3340/4800, lr:3.1e-06 ∣ avg_100 : 5.087331 ∣ l2loss : 4.991019 ∣ 
[  epoch 0028/0030] 3350/4800, lr:3.1e-06 ∣ avg_100 : 5.089332 ∣ l2loss : 5.144833 ∣ 
[  epoch 0028/0030] 3360/4800, lr:3.1e-06 ∣ avg_100 : 5.083899 ∣ l2loss : 4.774300 ∣ 
[  epoch 0028/0030] 3370/4800, lr:3.1e-06 ∣ avg_100 : 5.085131 ∣ l2loss : 5.233547 ∣ 
[  epoch 0028/0030] 3380/4800, lr:3.1e-06 ∣ avg_100 : 5.085502 ∣ l2loss : 5.304790 ∣ 
[  epoch 0028/0030] 3390/4800, lr:3.1e-06 ∣ avg_100 : 5.083052 ∣ l2loss : 4.884271 ∣ 
[  epoch 0028/0030] 3400/4800, lr:3.1e-06 ∣ avg_100 : 5.082863 ∣ l2loss : 5.146220 ∣ 
[  epoch 0028/0030] 3410/4800, lr:3.1e-06 ∣ avg_100 : 5.081599 ∣ l2loss : 5.174933 ∣ 
[  epoch 0028/0030] 3420/4800, lr:3.1e-06 ∣ avg_100 : 5.083795 ∣ l2loss : 5.112421 ∣ 
[  epoch 0028/0030] 3430/4800, lr:3.1e-06 ∣ avg_100 : 5.080289 ∣ l2loss : 4.844456 ∣ 
[  epoch 0028/0030] 3440/4800, lr:3.1e-06 ∣ avg_100 : 5.082714 ∣ l2loss : 5.056895 ∣ 
[  epoch 0028/0030] 3450/4800, lr:3.1e-06 ∣ avg_100 : 5.082287 ∣ l2loss : 4.951767 ∣ 
[  epoch 0028/0030] 3460/4800, lr:3.1e-06 ∣ avg_100 : 5.080733 ∣ l2loss : 5.034392 ∣ 
[  epoch 0028/0030] 3470/4800, lr:3.1e-06 ∣ avg_100 : 5.084625 ∣ l2loss : 5.321589 ∣ 
[  epoch 0028/0030] 3480/4800, lr:3.1e-06 ∣ avg_100 : 5.084708 ∣ l2loss : 5.201658 ∣ 
[  epoch 0028/0030] 3490/4800, lr:3.1e-06 ∣ avg_100 : 5.083384 ∣ l2loss : 5.201347 ∣ 
[  epoch 0028/0030] 3500/4800, lr:3.1e-06 ∣ avg_100 : 5.083296 ∣ l2loss : 5.097842 ∣ 
[  epoch 0028/0030] 3510/4800, lr:3.1e-06 ∣ avg_100 : 5.080180 ∣ l2loss : 4.846725 ∣ 
[  epoch 0028/0030] 3520/4800, lr:3.1e-06 ∣ avg_100 : 5.077546 ∣ l2loss : 4.970056 ∣ 
[  epoch 0028/0030] 3530/4800, lr:3.1e-06 ∣ avg_100 : 5.081463 ∣ l2loss : 5.367679 ∣ 
[  epoch 0028/0030] 3540/4800, lr:3.1e-06 ∣ avg_100 : 5.079800 ∣ l2loss : 5.010123 ∣ 
[  epoch 0028/0030] 3550/4800, lr:3.1e-06 ∣ avg_100 : 5.076092 ∣ l2loss : 4.980615 ∣ 
[  epoch 0028/0030] 3560/4800, lr:3.1e-06 ∣ avg_100 : 5.077359 ∣ l2loss : 5.112517 ∣ 
[  epoch 0028/0030] 3570/4800, lr:3.1e-06 ∣ avg_100 : 5.075464 ∣ l2loss : 4.958795 ∣ 
[  epoch 0028/0030] 3580/4800, lr:3.1e-06 ∣ avg_100 : 5.076809 ∣ l2loss : 5.159786 ∣ 
[  epoch 0028/0030] 3590/4800, lr:3.1e-06 ∣ avg_100 : 5.078467 ∣ l2loss : 5.332124 ∣ 
[  epoch 0028/0030] 3600/4800, lr:3.1e-06 ∣ avg_100 : 5.078879 ∣ l2loss : 5.123207 ∣ 
[  epoch 0028/0030] 3610/4800, lr:3.1e-06 ∣ avg_100 : 5.080648 ∣ l2loss : 5.263598 ∣ 
[  epoch 0028/0030] 3620/4800, lr:3.1e-06 ∣ avg_100 : 5.080702 ∣ l2loss : 5.242510 ∣ 
[  epoch 0028/0030] 3630/4800, lr:3.1e-06 ∣ avg_100 : 5.081873 ∣ l2loss : 5.071990 ∣ 
[  epoch 0028/0030] 3640/4800, lr:3.1e-06 ∣ avg_100 : 5.083692 ∣ l2loss : 5.109749 ∣ 
[  epoch 0028/0030] 3650/4800, lr:3.1e-06 ∣ avg_100 : 5.084506 ∣ l2loss : 4.985883 ∣ 
[  epoch 0028/0030] 3660/4800, lr:3.1e-06 ∣ avg_100 : 5.086910 ∣ l2loss : 5.391968 ∣ 
[  epoch 0028/0030] 3670/4800, lr:3.1e-06 ∣ avg_100 : 5.086041 ∣ l2loss : 5.224473 ∣ 
[  epoch 0028/0030] 3680/4800, lr:3.1e-06 ∣ avg_100 : 5.088227 ∣ l2loss : 5.135981 ∣ 
[  epoch 0028/0030] 3690/4800, lr:3.1e-06 ∣ avg_100 : 5.088534 ∣ l2loss : 5.095933 ∣ 
[  epoch 0028/0030] 3700/4800, lr:3.1e-06 ∣ avg_100 : 5.089462 ∣ l2loss : 5.173756 ∣ 
[  epoch 0028/0030] 3710/4800, lr:3.1e-06 ∣ avg_100 : 5.090938 ∣ l2loss : 5.255703 ∣ 
[  epoch 0028/0030] 3720/4800, lr:3.1e-06 ∣ avg_100 : 5.091434 ∣ l2loss : 5.198476 ∣ 
[  epoch 0028/0030] 3730/4800, lr:3.1e-06 ∣ avg_100 : 5.094530 ∣ l2loss : 5.054082 ∣ 
[  epoch 0028/0030] 3740/4800, lr:3.1e-06 ∣ avg_100 : 5.095690 ∣ l2loss : 5.107775 ∣ 
[  epoch 0028/0030] 3750/4800, lr:3.1e-06 ∣ avg_100 : 5.093158 ∣ l2loss : 4.887182 ∣ 
[  epoch 0028/0030] 3760/4800, lr:3.1e-06 ∣ avg_100 : 5.092927 ∣ l2loss : 5.007116 ∣ 
[  epoch 0028/0030] 3770/4800, lr:3.1e-06 ∣ avg_100 : 5.088558 ∣ l2loss : 4.777037 ∣ 
[  epoch 0028/0030] 3780/4800, lr:3.1e-06 ∣ avg_100 : 5.087896 ∣ l2loss : 4.966735 ∣ 
[  epoch 0028/0030] 3790/4800, lr:3.1e-06 ∣ avg_100 : 5.089650 ∣ l2loss : 5.202767 ∣ 
[  epoch 0028/0030] 3800/4800, lr:3.1e-06 ∣ avg_100 : 5.086941 ∣ l2loss : 4.951210 ∣ 
[  epoch 0028/0030] 3810/4800, lr:3.1e-06 ∣ avg_100 : 5.088145 ∣ l2loss : 4.983477 ∣ 
[  epoch 0028/0030] 3820/4800, lr:3.1e-06 ∣ avg_100 : 5.088335 ∣ l2loss : 4.968735 ∣ 
[  epoch 0028/0030] 3830/4800, lr:3.1e-06 ∣ avg_100 : 5.088260 ∣ l2loss : 5.142751 ∣ 
[  epoch 0028/0030] 3840/4800, lr:3.1e-06 ∣ avg_100 : 5.088748 ∣ l2loss : 5.199428 ∣ 
[  epoch 0028/0030] 3850/4800, lr:3.1e-06 ∣ avg_100 : 5.088997 ∣ l2loss : 5.154832 ∣ 
[  epoch 0028/0030] 3860/4800, lr:3.1e-06 ∣ avg_100 : 5.088588 ∣ l2loss : 5.043985 ∣ 
[  epoch 0028/0030] 3870/4800, lr:3.1e-06 ∣ avg_100 : 5.089233 ∣ l2loss : 5.124605 ∣ 
[  epoch 0028/0030] 3880/4800, lr:3.1e-06 ∣ avg_100 : 5.093600 ∣ l2loss : 5.455425 ∣ 
[  epoch 0028/0030] 3890/4800, lr:3.1e-06 ∣ avg_100 : 5.096590 ∣ l2loss : 5.283276 ∣ 
[  epoch 0028/0030] 3900/4800, lr:3.1e-06 ∣ avg_100 : 5.097493 ∣ l2loss : 5.220159 ∣ 
[  epoch 0028/0030] 3910/4800, lr:3.1e-06 ∣ avg_100 : 5.097785 ∣ l2loss : 5.035322 ∣ 
[  epoch 0028/0030] 3920/4800, lr:3.1e-06 ∣ avg_100 : 5.096268 ∣ l2loss : 4.965291 ∣ 
[  epoch 0028/0030] 3930/4800, lr:3.1e-06 ∣ avg_100 : 5.096851 ∣ l2loss : 5.114773 ∣ 
[  epoch 0028/0030] 3940/4800, lr:3.1e-06 ∣ avg_100 : 5.095103 ∣ l2loss : 5.039813 ∣ 
[  epoch 0028/0030] 3950/4800, lr:3.1e-06 ∣ avg_100 : 5.097707 ∣ l2loss : 5.236939 ∣ 
[  epoch 0028/0030] 3960/4800, lr:3.1e-06 ∣ avg_100 : 5.098355 ∣ l2loss : 5.218162 ∣ 
[  epoch 0028/0030] 3970/4800, lr:3.1e-06 ∣ avg_100 : 5.100070 ∣ l2loss : 5.118311 ∣ 
[  epoch 0028/0030] 3980/4800, lr:3.1e-06 ∣ avg_100 : 5.099084 ∣ l2loss : 5.033089 ∣ 
[  epoch 0028/0030] 3990/4800, lr:3.1e-06 ∣ avg_100 : 5.097492 ∣ l2loss : 5.230122 ∣ 
[  epoch 0028/0030] 4000/4800, lr:3.1e-06 ∣ avg_100 : 5.096877 ∣ l2loss : 5.075866 ∣ 
[  epoch 0028/0030] 4010/4800, lr:3.1e-06 ∣ avg_100 : 5.098461 ∣ l2loss : 5.240362 ∣ 
[  epoch 0028/0030] 4020/4800, lr:3.1e-06 ∣ avg_100 : 5.096201 ∣ l2loss : 5.146273 ∣ 
[  epoch 0028/0030] 4030/4800, lr:3.1e-06 ∣ avg_100 : 5.093803 ∣ l2loss : 4.824114 ∣ 
[  epoch 0028/0030] 4040/4800, lr:3.1e-06 ∣ avg_100 : 5.093650 ∣ l2loss : 5.125489 ∣ 
[  epoch 0028/0030] 4050/4800, lr:3.1e-06 ∣ avg_100 : 5.091561 ∣ l2loss : 4.987687 ∣ 
[  epoch 0028/0030] 4060/4800, lr:3.1e-06 ∣ avg_100 : 5.091707 ∣ l2loss : 5.053238 ∣ 
[  epoch 0028/0030] 4070/4800, lr:3.1e-06 ∣ avg_100 : 5.093556 ∣ l2loss : 4.961243 ∣ 
[  epoch 0028/0030] 4080/4800, lr:3.1e-06 ∣ avg_100 : 5.094735 ∣ l2loss : 5.109809 ∣ 
[  epoch 0028/0030] 4090/4800, lr:3.1e-06 ∣ avg_100 : 5.095237 ∣ l2loss : 5.156815 ∣ 
[  epoch 0028/0030] 4100/4800, lr:3.1e-06 ∣ avg_100 : 5.094486 ∣ l2loss : 4.963439 ∣ 
[  epoch 0028/0030] 4110/4800, lr:3.1e-06 ∣ avg_100 : 5.090654 ∣ l2loss : 4.931163 ∣ 
[  epoch 0028/0030] 4120/4800, lr:3.1e-06 ∣ avg_100 : 5.089207 ∣ l2loss : 5.099045 ∣ 
[  epoch 0028/0030] 4130/4800, lr:3.1e-06 ∣ avg_100 : 5.090891 ∣ l2loss : 5.283950 ∣ 
[  epoch 0028/0030] 4140/4800, lr:3.1e-06 ∣ avg_100 : 5.091454 ∣ l2loss : 5.130369 ∣ 
[  epoch 0028/0030] 4150/4800, lr:3.1e-06 ∣ avg_100 : 5.091445 ∣ l2loss : 5.086022 ∣ 
[  epoch 0028/0030] 4160/4800, lr:3.1e-06 ∣ avg_100 : 5.089386 ∣ l2loss : 4.942337 ∣ 
[  epoch 0028/0030] 4170/4800, lr:3.1e-06 ∣ avg_100 : 5.087354 ∣ l2loss : 5.043427 ∣ 
[  epoch 0028/0030] 4180/4800, lr:3.1e-06 ∣ avg_100 : 5.090194 ∣ l2loss : 5.186401 ∣ 
[  epoch 0028/0030] 4190/4800, lr:3.1e-06 ∣ avg_100 : 5.089094 ∣ l2loss : 4.857123 ∣ 
[  epoch 0028/0030] 4200/4800, lr:3.1e-06 ∣ avg_100 : 5.091767 ∣ l2loss : 5.302349 ∣ 
[  epoch 0028/0030] 4210/4800, lr:3.1e-06 ∣ avg_100 : 5.092975 ∣ l2loss : 4.967509 ∣ 
[  epoch 0028/0030] 4220/4800, lr:3.1e-06 ∣ avg_100 : 5.090921 ∣ l2loss : 4.897528 ∣ 
[  epoch 0028/0030] 4230/4800, lr:3.1e-06 ∣ avg_100 : 5.091445 ∣ l2loss : 4.987466 ∣ 
[  epoch 0028/0030] 4240/4800, lr:3.1e-06 ∣ avg_100 : 5.092259 ∣ l2loss : 5.036432 ∣ 
[  epoch 0028/0030] 4250/4800, lr:3.1e-06 ∣ avg_100 : 5.090679 ∣ l2loss : 4.976834 ∣ 
[  epoch 0028/0030] 4260/4800, lr:3.1e-06 ∣ avg_100 : 5.089326 ∣ l2loss : 5.001174 ∣ 
[  epoch 0028/0030] 4270/4800, lr:3.1e-06 ∣ avg_100 : 5.085606 ∣ l2loss : 4.713524 ∣ 
[  epoch 0028/0030] 4280/4800, lr:3.1e-06 ∣ avg_100 : 5.086320 ∣ l2loss : 5.249679 ∣ 
[  epoch 0028/0030] 4290/4800, lr:3.1e-06 ∣ avg_100 : 5.085898 ∣ l2loss : 5.172312 ∣ 
[  epoch 0028/0030] 4300/4800, lr:3.1e-06 ∣ avg_100 : 5.086642 ∣ l2loss : 4.982376 ∣ 
[  epoch 0028/0030] 4310/4800, lr:3.1e-06 ∣ avg_100 : 5.086668 ∣ l2loss : 5.055213 ∣ 
[  epoch 0028/0030] 4320/4800, lr:3.1e-06 ∣ avg_100 : 5.086859 ∣ l2loss : 5.055914 ∣ 
[  epoch 0028/0030] 4330/4800, lr:3.1e-06 ∣ avg_100 : 5.087748 ∣ l2loss : 5.162020 ∣ 
[  epoch 0028/0030] 4340/4800, lr:3.1e-06 ∣ avg_100 : 5.089571 ∣ l2loss : 5.173307 ∣ 
[  epoch 0028/0030] 4350/4800, lr:3.1e-06 ∣ avg_100 : 5.088342 ∣ l2loss : 5.021907 ∣ 
[  epoch 0028/0030] 4360/4800, lr:3.1e-06 ∣ avg_100 : 5.091942 ∣ l2loss : 5.134267 ∣ 
[  epoch 0028/0030] 4370/4800, lr:3.1e-06 ∣ avg_100 : 5.091977 ∣ l2loss : 5.237106 ∣ 
[  epoch 0028/0030] 4380/4800, lr:3.1e-06 ∣ avg_100 : 5.091333 ∣ l2loss : 5.240396 ∣ 
[  epoch 0028/0030] 4390/4800, lr:3.1e-06 ∣ avg_100 : 5.095077 ∣ l2loss : 5.258627 ∣ 
[  epoch 0028/0030] 4400/4800, lr:3.1e-06 ∣ avg_100 : 5.094411 ∣ l2loss : 5.079608 ∣ 
[  epoch 0028/0030] 4410/4800, lr:3.1e-06 ∣ avg_100 : 5.094766 ∣ l2loss : 5.210468 ∣ 
[  epoch 0028/0030] 4420/4800, lr:3.1e-06 ∣ avg_100 : 5.093451 ∣ l2loss : 4.980900 ∣ 
[  epoch 0028/0030] 4430/4800, lr:3.1e-06 ∣ avg_100 : 5.095867 ∣ l2loss : 5.086105 ∣ 
[  epoch 0028/0030] 4440/4800, lr:3.1e-06 ∣ avg_100 : 5.096572 ∣ l2loss : 5.127373 ∣ 
[  epoch 0028/0030] 4450/4800, lr:3.1e-06 ∣ avg_100 : 5.096398 ∣ l2loss : 4.934333 ∣ 
[  epoch 0028/0030] 4460/4800, lr:3.1e-06 ∣ avg_100 : 5.097297 ∣ l2loss : 5.124296 ∣ 
[  epoch 0028/0030] 4470/4800, lr:3.1e-06 ∣ avg_100 : 5.095867 ∣ l2loss : 5.178568 ∣ 
[  epoch 0028/0030] 4480/4800, lr:3.1e-06 ∣ avg_100 : 5.095230 ∣ l2loss : 5.138039 ∣ 
[  epoch 0028/0030] 4490/4800, lr:3.1e-06 ∣ avg_100 : 5.093765 ∣ l2loss : 5.054805 ∣ 
[  epoch 0028/0030] 4500/4800, lr:3.1e-06 ∣ avg_100 : 5.092945 ∣ l2loss : 5.015817 ∣ 
[  epoch 0028/0030] 4510/4800, lr:3.1e-06 ∣ avg_100 : 5.096002 ∣ l2loss : 5.152500 ∣ 
[  epoch 0028/0030] 4520/4800, lr:3.1e-06 ∣ avg_100 : 5.097773 ∣ l2loss : 5.147078 ∣ 
[  epoch 0028/0030] 4530/4800, lr:3.1e-06 ∣ avg_100 : 5.092995 ∣ l2loss : 4.889918 ∣ 
[  epoch 0028/0030] 4540/4800, lr:3.1e-06 ∣ avg_100 : 5.094466 ∣ l2loss : 5.157185 ∣ 
[  epoch 0028/0030] 4550/4800, lr:3.1e-06 ∣ avg_100 : 5.095574 ∣ l2loss : 5.091420 ∣ 
[  epoch 0028/0030] 4560/4800, lr:3.1e-06 ∣ avg_100 : 5.095705 ∣ l2loss : 5.125663 ∣ 
[  epoch 0028/0030] 4570/4800, lr:3.1e-06 ∣ avg_100 : 5.095382 ∣ l2loss : 4.926519 ∣ 
[  epoch 0028/0030] 4580/4800, lr:3.1e-06 ∣ avg_100 : 5.097616 ∣ l2loss : 5.383145 ∣ 
[  epoch 0028/0030] 4590/4800, lr:3.1e-06 ∣ avg_100 : 5.096968 ∣ l2loss : 5.267277 ∣ 
[  epoch 0028/0030] 4600/4800, lr:3.1e-06 ∣ avg_100 : 5.096853 ∣ l2loss : 5.111776 ∣ 
[  epoch 0028/0030] 4610/4800, lr:3.1e-06 ∣ avg_100 : 5.095714 ∣ l2loss : 5.149705 ∣ 
[  epoch 0028/0030] 4620/4800, lr:3.1e-06 ∣ avg_100 : 5.094100 ∣ l2loss : 5.081083 ∣ 
[  epoch 0028/0030] 4630/4800, lr:3.1e-06 ∣ avg_100 : 5.094280 ∣ l2loss : 5.090033 ∣ 
[  epoch 0028/0030] 4640/4800, lr:3.1e-06 ∣ avg_100 : 5.091914 ∣ l2loss : 4.873091 ∣ 
[  epoch 0028/0030] 4650/4800, lr:3.1e-06 ∣ avg_100 : 5.092856 ∣ l2loss : 5.080130 ∣ 
[  epoch 0028/0030] 4660/4800, lr:3.1e-06 ∣ avg_100 : 5.088942 ∣ l2loss : 5.000483 ∣ 
[  epoch 0028/0030] 4670/4800, lr:3.1e-06 ∣ avg_100 : 5.089346 ∣ l2loss : 5.264946 ∣ 
[  epoch 0028/0030] 4680/4800, lr:3.1e-06 ∣ avg_100 : 5.086540 ∣ l2loss : 4.855348 ∣ 
[  epoch 0028/0030] 4690/4800, lr:3.1e-06 ∣ avg_100 : 5.084948 ∣ l2loss : 4.936765 ∣ 
[  epoch 0028/0030] 4700/4800, lr:3.1e-06 ∣ avg_100 : 5.083173 ∣ l2loss : 4.996223 ∣ 
[  epoch 0028/0030] 4710/4800, lr:3.1e-06 ∣ avg_100 : 5.083095 ∣ l2loss : 5.247929 ∣ 
[  epoch 0028/0030] 4720/4800, lr:3.1e-06 ∣ avg_100 : 5.079236 ∣ l2loss : 4.812598 ∣ 
[  epoch 0028/0030] 4730/4800, lr:3.1e-06 ∣ avg_100 : 5.078444 ∣ l2loss : 4.974855 ∣ 
[  epoch 0028/0030] 4740/4800, lr:3.1e-06 ∣ avg_100 : 5.078718 ∣ l2loss : 5.135114 ∣ 
[  epoch 0028/0030] 4750/4800, lr:3.1e-06 ∣ avg_100 : 5.081869 ∣ l2loss : 5.202342 ∣ 
[  epoch 0028/0030] 4760/4800, lr:3.1e-06 ∣ avg_100 : 5.081756 ∣ l2loss : 4.995847 ∣ 
[  epoch 0028/0030] 4770/4800, lr:3.1e-06 ∣ avg_100 : 5.086140 ∣ l2loss : 5.215365 ∣ 
[  epoch 0028/0030] 4780/4800, lr:3.1e-06 ∣ avg_100 : 5.088083 ∣ l2loss : 5.161053 ∣ 
[  epoch 0028/0030] 4790/4800, lr:3.1e-06 ∣ avg_100 : 5.087982 ∣ l2loss : 5.192669 ∣ 
[  epoch 0028/0030] 4800/4800, lr:3.1e-06 ∣ avg_100 : 5.088374 ∣ l2loss : 4.990464 ∣ 
[    val 028    ] Done! PSNR : 36.24 dB, SSIM : 0.921total: 23:40:01                    
[  epoch 0029/0030] 0010/4800, lr:3.1e-06 ∣ avg_100 : 5.089879 ∣ l2loss : 5.133972 ∣ 
[  epoch 0029/0030] 0020/4800, lr:3.1e-06 ∣ avg_100 : 5.088918 ∣ l2loss : 4.872585 ∣ 
[  epoch 0029/0030] 0030/4800, lr:3.1e-06 ∣ avg_100 : 5.090293 ∣ l2loss : 5.280275 ∣ 
[  epoch 0029/0030] 0040/4800, lr:3.1e-06 ∣ avg_100 : 5.090244 ∣ l2loss : 5.194554 ∣ 
[  epoch 0029/0030] 0050/4800, lr:3.1e-06 ∣ avg_100 : 5.089662 ∣ l2loss : 5.096560 ∣ 
[  epoch 0029/0030] 0060/4800, lr:3.1e-06 ∣ avg_100 : 5.090605 ∣ l2loss : 5.138367 ∣ 
[  epoch 0029/0030] 0070/4800, lr:3.1e-06 ∣ avg_100 : 5.088938 ∣ l2loss : 4.957818 ∣ 
[  epoch 0029/0030] 0080/4800, lr:3.1e-06 ∣ avg_100 : 5.087418 ∣ l2loss : 5.303496 ∣ 
[  epoch 0029/0030] 0090/4800, lr:3.1e-06 ∣ avg_100 : 5.085165 ∣ l2loss : 5.057919 ∣ 
[  epoch 0029/0030] 0100/4800, lr:3.1e-06 ∣ avg_100 : 5.082993 ∣ l2loss : 5.002942 ∣ 
[  epoch 0029/0030] 0110/4800, lr:3.1e-06 ∣ avg_100 : 5.083955 ∣ l2loss : 5.131534 ∣ 
[  epoch 0029/0030] 0120/4800, lr:3.1e-06 ∣ avg_100 : 5.085940 ∣ l2loss : 5.163842 ∣ 
[  epoch 0029/0030] 0130/4800, lr:3.1e-06 ∣ avg_100 : 5.087589 ∣ l2loss : 5.279659 ∣ 
[  epoch 0029/0030] 0140/4800, lr:3.1e-06 ∣ avg_100 : 5.087986 ∣ l2loss : 5.079533 ∣ 
[  epoch 0029/0030] 0150/4800, lr:3.1e-06 ∣ avg_100 : 5.086253 ∣ l2loss : 5.063573 ∣ 
[  epoch 0029/0030] 0160/4800, lr:3.1e-06 ∣ avg_100 : 5.084397 ∣ l2loss : 5.032633 ∣ 
[  epoch 0029/0030] 0170/4800, lr:3.1e-06 ∣ avg_100 : 5.081811 ∣ l2loss : 4.859666 ∣ 
[  epoch 0029/0030] 0180/4800, lr:3.1e-06 ∣ avg_100 : 5.081914 ∣ l2loss : 5.043374 ∣ 
[  epoch 0029/0030] 0190/4800, lr:3.1e-06 ∣ avg_100 : 5.080108 ∣ l2loss : 5.049598 ∣ 
[  epoch 0029/0030] 0200/4800, lr:3.1e-06 ∣ avg_100 : 5.082401 ∣ l2loss : 5.305149 ∣ 
[  epoch 0029/0030] 0210/4800, lr:3.1e-06 ∣ avg_100 : 5.082419 ∣ l2loss : 5.242168 ∣ 
[  epoch 0029/0030] 0220/4800, lr:3.1e-06 ∣ avg_100 : 5.080825 ∣ l2loss : 4.986789 ∣ 
[  epoch 0029/0030] 0230/4800, lr:3.1e-06 ∣ avg_100 : 5.084850 ∣ l2loss : 5.226637 ∣ 
[  epoch 0029/0030] 0240/4800, lr:3.1e-06 ∣ avg_100 : 5.080895 ∣ l2loss : 4.729981 ∣ 
[  epoch 0029/0030] 0250/4800, lr:3.1e-06 ∣ avg_100 : 5.080325 ∣ l2loss : 4.930679 ∣ 
[  epoch 0029/0030] 0260/4800, lr:3.1e-06 ∣ avg_100 : 5.081397 ∣ l2loss : 5.160448 ∣ 
[  epoch 0029/0030] 0270/4800, lr:3.1e-06 ∣ avg_100 : 5.082184 ∣ l2loss : 5.039947 ∣ 
[  epoch 0029/0030] 0280/4800, lr:3.1e-06 ∣ avg_100 : 5.078973 ∣ l2loss : 4.788700 ∣ 
[  epoch 0029/0030] 0290/4800, lr:3.1e-06 ∣ avg_100 : 5.077229 ∣ l2loss : 4.982430 ∣ 
[  epoch 0029/0030] 0300/4800, lr:3.1e-06 ∣ avg_100 : 5.078139 ∣ l2loss : 5.054505 ∣ 
[  epoch 0029/0030] 0310/4800, lr:3.1e-06 ∣ avg_100 : 5.080981 ∣ l2loss : 5.215299 ∣ 
[  epoch 0029/0030] 0320/4800, lr:3.1e-06 ∣ avg_100 : 5.081565 ∣ l2loss : 5.157499 ∣ 
[  epoch 0029/0030] 0330/4800, lr:3.1e-06 ∣ avg_100 : 5.079703 ∣ l2loss : 5.097713 ∣ 
[  epoch 0029/0030] 0340/4800, lr:3.1e-06 ∣ avg_100 : 5.080053 ∣ l2loss : 5.165329 ∣ 
[  epoch 0029/0030] 0350/4800, lr:3.1e-06 ∣ avg_100 : 5.081571 ∣ l2loss : 5.237909 ∣ 
[  epoch 0029/0030] 0360/4800, lr:3.1e-06 ∣ avg_100 : 5.084987 ∣ l2loss : 5.283930 ∣ 
[  epoch 0029/0030] 0370/4800, lr:3.1e-06 ∣ avg_100 : 5.085249 ∣ l2loss : 5.069615 ∣ 
[  epoch 0029/0030] 0380/4800, lr:3.1e-06 ∣ avg_100 : 5.086078 ∣ l2loss : 5.269267 ∣ 
[  epoch 0029/0030] 0390/4800, lr:3.1e-06 ∣ avg_100 : 5.087581 ∣ l2loss : 5.007433 ∣ 
[  epoch 0029/0030] 0400/4800, lr:3.1e-06 ∣ avg_100 : 5.086875 ∣ l2loss : 5.231756 ∣ 
[  epoch 0029/0030] 0410/4800, lr:3.1e-06 ∣ avg_100 : 5.087801 ∣ l2loss : 5.060119 ∣ 
[  epoch 0029/0030] 0420/4800, lr:3.1e-06 ∣ avg_100 : 5.089532 ∣ l2loss : 5.070629 ∣ 
[  epoch 0029/0030] 0430/4800, lr:3.1e-06 ∣ avg_100 : 5.091236 ∣ l2loss : 5.157827 ∣ 
[  epoch 0029/0030] 0440/4800, lr:3.1e-06 ∣ avg_100 : 5.091019 ∣ l2loss : 5.014794 ∣ 
[  epoch 0029/0030] 0450/4800, lr:3.1e-06 ∣ avg_100 : 5.093576 ∣ l2loss : 5.232470 ∣ 
[  epoch 0029/0030] 0460/4800, lr:3.1e-06 ∣ avg_100 : 5.093822 ∣ l2loss : 5.025841 ∣ 
[  epoch 0029/0030] 0470/4800, lr:3.1e-06 ∣ avg_100 : 5.097762 ∣ l2loss : 5.107495 ∣ 
[  epoch 0029/0030] 0480/4800, lr:3.1e-06 ∣ avg_100 : 5.096501 ∣ l2loss : 5.123555 ∣ 
[  epoch 0029/0030] 0490/4800, lr:3.1e-06 ∣ avg_100 : 5.095472 ∣ l2loss : 5.069465 ∣ 
[  epoch 0029/0030] 0500/4800, lr:3.1e-06 ∣ avg_100 : 5.095954 ∣ l2loss : 5.030481 ∣ 
[  epoch 0029/0030] 0510/4800, lr:3.1e-06 ∣ avg_100 : 5.097185 ∣ l2loss : 5.178407 ∣ 
[  epoch 0029/0030] 0520/4800, lr:3.1e-06 ∣ avg_100 : 5.098314 ∣ l2loss : 5.168805 ∣ 
[  epoch 0029/0030] 0530/4800, lr:3.1e-06 ∣ avg_100 : 5.098065 ∣ l2loss : 5.137046 ∣ 
[  epoch 0029/0030] 0540/4800, lr:3.1e-06 ∣ avg_100 : 5.097155 ∣ l2loss : 5.082304 ∣ 
[  epoch 0029/0030] 0550/4800, lr:3.1e-06 ∣ avg_100 : 5.099732 ∣ l2loss : 5.279658 ∣ 
[  epoch 0029/0030] 0560/4800, lr:3.1e-06 ∣ avg_100 : 5.099390 ∣ l2loss : 5.100088 ∣ 
[  epoch 0029/0030] 0570/4800, lr:3.1e-06 ∣ avg_100 : 5.098194 ∣ l2loss : 5.117483 ∣ 
[  epoch 0029/0030] 0580/4800, lr:3.1e-06 ∣ avg_100 : 5.095786 ∣ l2loss : 4.999559 ∣ 
[  epoch 0029/0030] 0590/4800, lr:3.1e-06 ∣ avg_100 : 5.091666 ∣ l2loss : 4.846612 ∣ 
[  epoch 0029/0030] 0600/4800, lr:3.1e-06 ∣ avg_100 : 5.091968 ∣ l2loss : 5.109886 ∣ 
[  epoch 0029/0030] 0610/4800, lr:3.1e-06 ∣ avg_100 : 5.090425 ∣ l2loss : 5.056084 ∣ 
[  epoch 0029/0030] 0620/4800, lr:3.1e-06 ∣ avg_100 : 5.089955 ∣ l2loss : 4.933920 ∣ 
[  epoch 0029/0030] 0630/4800, lr:3.1e-06 ∣ avg_100 : 5.091497 ∣ l2loss : 5.240379 ∣ 
[  epoch 0029/0030] 0640/4800, lr:3.1e-06 ∣ avg_100 : 5.091240 ∣ l2loss : 5.101583 ∣ 
[  epoch 0029/0030] 0650/4800, lr:3.1e-06 ∣ avg_100 : 5.092891 ∣ l2loss : 5.099448 ∣ 
[  epoch 0029/0030] 0660/4800, lr:3.1e-06 ∣ avg_100 : 5.093759 ∣ l2loss : 5.211112 ∣ 
[  epoch 0029/0030] 0670/4800, lr:3.1e-06 ∣ avg_100 : 5.092064 ∣ l2loss : 5.009076 ∣ 
[  epoch 0029/0030] 0680/4800, lr:3.1e-06 ∣ avg_100 : 5.092106 ∣ l2loss : 5.142282 ∣ 
[  epoch 0029/0030] 0690/4800, lr:3.1e-06 ∣ avg_100 : 5.093357 ∣ l2loss : 5.179835 ∣ 
[  epoch 0029/0030] 0700/4800, lr:3.1e-06 ∣ avg_100 : 5.092840 ∣ l2loss : 4.964189 ∣ 
[  epoch 0029/0030] 0710/4800, lr:3.1e-06 ∣ avg_100 : 5.093504 ∣ l2loss : 5.218815 ∣ 
[  epoch 0029/0030] 0720/4800, lr:3.1e-06 ∣ avg_100 : 5.092934 ∣ l2loss : 5.090120 ∣ 
[  epoch 0029/0030] 0730/4800, lr:3.1e-06 ∣ avg_100 : 5.094258 ∣ l2loss : 5.022291 ∣ 
[  epoch 0029/0030] 0740/4800, lr:3.1e-06 ∣ avg_100 : 5.095471 ∣ l2loss : 5.278489 ∣ 
[  epoch 0029/0030] 0750/4800, lr:3.1e-06 ∣ avg_100 : 5.096012 ∣ l2loss : 5.145580 ∣ 
[  epoch 0029/0030] 0760/4800, lr:3.1e-06 ∣ avg_100 : 5.095307 ∣ l2loss : 5.055143 ∣ 
[  epoch 0029/0030] 0770/4800, lr:3.1e-06 ∣ avg_100 : 5.096917 ∣ l2loss : 5.087543 ∣ 
[  epoch 0029/0030] 0780/4800, lr:3.1e-06 ∣ avg_100 : 5.091984 ∣ l2loss : 4.889817 ∣ 
[  epoch 0029/0030] 0790/4800, lr:3.1e-06 ∣ avg_100 : 5.090527 ∣ l2loss : 5.121556 ∣ 
[  epoch 0029/0030] 0800/4800, lr:3.1e-06 ∣ avg_100 : 5.092409 ∣ l2loss : 5.299960 ∣ 
[  epoch 0029/0030] 0810/4800, lr:3.1e-06 ∣ avg_100 : 5.090113 ∣ l2loss : 4.920178 ∣ 
[  epoch 0029/0030] 0820/4800, lr:3.1e-06 ∣ avg_100 : 5.088350 ∣ l2loss : 4.904745 ∣ 
[  epoch 0029/0030] 0830/4800, lr:3.1e-06 ∣ avg_100 : 5.090145 ∣ l2loss : 5.269503 ∣ 
[  epoch 0029/0030] 0840/4800, lr:3.1e-06 ∣ avg_100 : 5.090538 ∣ l2loss : 4.912386 ∣ 
[  epoch 0029/0030] 0850/4800, lr:3.1e-06 ∣ avg_100 : 5.091050 ∣ l2loss : 5.131321 ∣ 
[  epoch 0029/0030] 0860/4800, lr:3.1e-06 ∣ avg_100 : 5.093711 ∣ l2loss : 5.266610 ∣ 
[  epoch 0029/0030] 0870/4800, lr:3.1e-06 ∣ avg_100 : 5.093458 ∣ l2loss : 5.239624 ∣ 
[  epoch 0029/0030] 0880/4800, lr:3.1e-06 ∣ avg_100 : 5.094303 ∣ l2loss : 4.939873 ∣ 
[  epoch 0029/0030] 0890/4800, lr:3.1e-06 ∣ avg_100 : 5.095918 ∣ l2loss : 5.098301 ∣ 
[  epoch 0029/0030] 0900/4800, lr:3.1e-06 ∣ avg_100 : 5.095820 ∣ l2loss : 4.986374 ∣ 
[  epoch 0029/0030] 0910/4800, lr:3.1e-06 ∣ avg_100 : 5.097406 ∣ l2loss : 5.406590 ∣ 
[  epoch 0029/0030] 0920/4800, lr:3.1e-06 ∣ avg_100 : 5.098434 ∣ l2loss : 4.915383 ∣ 
[  epoch 0029/0030] 0930/4800, lr:3.1e-06 ∣ avg_100 : 5.098823 ∣ l2loss : 5.013718 ∣ 
[  epoch 0029/0030] 0940/4800, lr:3.1e-06 ∣ avg_100 : 5.097480 ∣ l2loss : 5.000864 ∣ 
[  epoch 0029/0030] 0950/4800, lr:3.1e-06 ∣ avg_100 : 5.095417 ∣ l2loss : 4.995978 ∣ 
[  epoch 0029/0030] 0960/4800, lr:3.1e-06 ∣ avg_100 : 5.097662 ∣ l2loss : 5.220406 ∣ 
[  epoch 0029/0030] 0970/4800, lr:3.1e-06 ∣ avg_100 : 5.096574 ∣ l2loss : 5.106553 ∣ 
[  epoch 0029/0030] 0980/4800, lr:3.1e-06 ∣ avg_100 : 5.098175 ∣ l2loss : 5.321181 ∣ 
[  epoch 0029/0030] 0990/4800, lr:3.1e-06 ∣ avg_100 : 5.095238 ∣ l2loss : 4.898873 ∣ 
[  epoch 0029/0030] 1000/4800, lr:3.1e-06 ∣ avg_100 : 5.094328 ∣ l2loss : 4.899466 ∣ 
[  epoch 0029/0030] 1010/4800, lr:3.1e-06 ∣ avg_100 : 5.093228 ∣ l2loss : 5.023990 ∣ 
[  epoch 0029/0030] 1020/4800, lr:3.1e-06 ∣ avg_100 : 5.092874 ∣ l2loss : 4.837209 ∣ 
[  epoch 0029/0030] 1030/4800, lr:3.1e-06 ∣ avg_100 : 5.089722 ∣ l2loss : 4.965037 ∣ 
[  epoch 0029/0030] 1040/4800, lr:3.1e-06 ∣ avg_100 : 5.091079 ∣ l2loss : 5.330253 ∣ 
[  epoch 0029/0030] 1050/4800, lr:3.1e-06 ∣ avg_100 : 5.092694 ∣ l2loss : 5.258115 ∣ 
[  epoch 0029/0030] 1060/4800, lr:3.1e-06 ∣ avg_100 : 5.091120 ∣ l2loss : 4.980994 ∣ 
[  epoch 0029/0030] 1070/4800, lr:3.1e-06 ∣ avg_100 : 5.095165 ∣ l2loss : 5.362263 ∣ 
[  epoch 0029/0030] 1080/4800, lr:3.1e-06 ∣ avg_100 : 5.092906 ∣ l2loss : 5.077616 ∣ 
[  epoch 0029/0030] 1090/4800, lr:3.1e-06 ∣ avg_100 : 5.092019 ∣ l2loss : 4.969214 ∣ 
[  epoch 0029/0030] 1100/4800, lr:3.1e-06 ∣ avg_100 : 5.091287 ∣ l2loss : 4.929784 ∣ 
[  epoch 0029/0030] 1110/4800, lr:3.1e-06 ∣ avg_100 : 5.090200 ∣ l2loss : 5.022813 ∣ 
[  epoch 0029/0030] 1120/4800, lr:3.1e-06 ∣ avg_100 : 5.089119 ∣ l2loss : 5.055716 ∣ 
[  epoch 0029/0030] 1130/4800, lr:3.1e-06 ∣ avg_100 : 5.087263 ∣ l2loss : 5.094100 ∣ 
[  epoch 0029/0030] 1140/4800, lr:3.1e-06 ∣ avg_100 : 5.086722 ∣ l2loss : 5.025413 ∣ 
[  epoch 0029/0030] 1150/4800, lr:3.1e-06 ∣ avg_100 : 5.085477 ∣ l2loss : 4.939066 ∣ 
[  epoch 0029/0030] 1160/4800, lr:3.1e-06 ∣ avg_100 : 5.085045 ∣ l2loss : 4.989471 ∣ 
[  epoch 0029/0030] 1170/4800, lr:3.1e-06 ∣ avg_100 : 5.085901 ∣ l2loss : 4.945265 ∣ 
[  epoch 0029/0030] 1180/4800, lr:3.1e-06 ∣ avg_100 : 5.084661 ∣ l2loss : 4.919362 ∣ 
[  epoch 0029/0030] 1190/4800, lr:3.1e-06 ∣ avg_100 : 5.085261 ∣ l2loss : 5.109548 ∣ 
[  epoch 0029/0030] 1200/4800, lr:3.1e-06 ∣ avg_100 : 5.083508 ∣ l2loss : 5.129876 ∣ 
[  epoch 0029/0030] 1210/4800, lr:3.1e-06 ∣ avg_100 : 5.083396 ∣ l2loss : 5.230980 ∣ 
[  epoch 0029/0030] 1220/4800, lr:3.1e-06 ∣ avg_100 : 5.083238 ∣ l2loss : 4.970934 ∣ 
[  epoch 0029/0030] 1230/4800, lr:3.1e-06 ∣ avg_100 : 5.080806 ∣ l2loss : 4.983487 ∣ 
[  epoch 0029/0030] 1240/4800, lr:3.1e-06 ∣ avg_100 : 5.085576 ∣ l2loss : 5.206972 ∣ 
[  epoch 0029/0030] 1250/4800, lr:3.1e-06 ∣ avg_100 : 5.086801 ∣ l2loss : 5.053164 ∣ 
[  epoch 0029/0030] 1260/4800, lr:3.1e-06 ∣ avg_100 : 5.087789 ∣ l2loss : 5.259229 ∣ 
[  epoch 0029/0030] 1270/4800, lr:3.1e-06 ∣ avg_100 : 5.090262 ∣ l2loss : 5.287309 ∣ 
[  epoch 0029/0030] 1280/4800, lr:3.1e-06 ∣ avg_100 : 5.094779 ∣ l2loss : 5.240355 ∣ 
[  epoch 0029/0030] 1290/4800, lr:3.1e-06 ∣ avg_100 : 5.095015 ∣ l2loss : 5.005987 ∣ 
[  epoch 0029/0030] 1300/4800, lr:3.1e-06 ∣ avg_100 : 5.094803 ∣ l2loss : 5.033358 ∣ 
[  epoch 0029/0030] 1310/4800, lr:3.1e-06 ∣ avg_100 : 5.093702 ∣ l2loss : 5.105161 ∣ 
[  epoch 0029/0030] 1320/4800, lr:3.1e-06 ∣ avg_100 : 5.091095 ∣ l2loss : 4.896826 ∣ 
[  epoch 0029/0030] 1330/4800, lr:3.1e-06 ∣ avg_100 : 5.089101 ∣ l2loss : 4.898278 ∣ 
[  epoch 0029/0030] 1340/4800, lr:3.1e-06 ∣ avg_100 : 5.089141 ∣ l2loss : 5.169342 ∣ 
[  epoch 0029/0030] 1350/4800, lr:3.1e-06 ∣ avg_100 : 5.087623 ∣ l2loss : 5.086151 ∣ 
[  epoch 0029/0030] 1360/4800, lr:3.1e-06 ∣ avg_100 : 5.084814 ∣ l2loss : 5.003044 ∣ 
[  epoch 0029/0030] 1370/4800, lr:3.1e-06 ∣ avg_100 : 5.086704 ∣ l2loss : 5.258564 ∣ 
[  epoch 0029/0030] 1380/4800, lr:3.1e-06 ∣ avg_100 : 5.084561 ∣ l2loss : 5.054970 ∣ 
[  epoch 0029/0030] 1390/4800, lr:3.1e-06 ∣ avg_100 : 5.086706 ∣ l2loss : 5.221970 ∣ 
[  epoch 0029/0030] 1400/4800, lr:3.1e-06 ∣ avg_100 : 5.086151 ∣ l2loss : 5.176266 ∣ 
[  epoch 0029/0030] 1410/4800, lr:3.1e-06 ∣ avg_100 : 5.087513 ∣ l2loss : 5.196322 ∣ 
[  epoch 0029/0030] 1420/4800, lr:3.1e-06 ∣ avg_100 : 5.086453 ∣ l2loss : 4.964586 ∣ 
[  epoch 0029/0030] 1430/4800, lr:3.1e-06 ∣ avg_100 : 5.086057 ∣ l2loss : 5.118224 ∣ 
[  epoch 0029/0030] 1440/4800, lr:3.1e-06 ∣ avg_100 : 5.086557 ∣ l2loss : 5.064771 ∣ 
[  epoch 0029/0030] 1450/4800, lr:3.1e-06 ∣ avg_100 : 5.085858 ∣ l2loss : 5.162613 ∣ 
[  epoch 0029/0030] 1460/4800, lr:3.1e-06 ∣ avg_100 : 5.085812 ∣ l2loss : 5.021249 ∣ 
[  epoch 0029/0030] 1470/4800, lr:3.1e-06 ∣ avg_100 : 5.085681 ∣ l2loss : 5.094376 ∣ 
[  epoch 0029/0030] 1480/4800, lr:3.1e-06 ∣ avg_100 : 5.087179 ∣ l2loss : 5.273397 ∣ 
[  epoch 0029/0030] 1490/4800, lr:3.1e-06 ∣ avg_100 : 5.087777 ∣ l2loss : 5.129240 ∣ 
[  epoch 0029/0030] 1500/4800, lr:3.1e-06 ∣ avg_100 : 5.089584 ∣ l2loss : 5.211171 ∣ 
[  epoch 0029/0030] 1510/4800, lr:3.1e-06 ∣ avg_100 : 5.088609 ∣ l2loss : 5.080932 ∣ 
[  epoch 0029/0030] 1520/4800, lr:3.1e-06 ∣ avg_100 : 5.088272 ∣ l2loss : 5.135125 ∣ 
[  epoch 0029/0030] 1530/4800, lr:3.1e-06 ∣ avg_100 : 5.086644 ∣ l2loss : 4.974154 ∣ 
[  epoch 0029/0030] 1540/4800, lr:3.1e-06 ∣ avg_100 : 5.085934 ∣ l2loss : 5.011351 ∣ 
[  epoch 0029/0030] 1550/4800, lr:3.1e-06 ∣ avg_100 : 5.082824 ∣ l2loss : 4.968678 ∣ 
[  epoch 0029/0030] 1560/4800, lr:3.1e-06 ∣ avg_100 : 5.083721 ∣ l2loss : 5.189758 ∣ 
[  epoch 0029/0030] 1570/4800, lr:3.1e-06 ∣ avg_100 : 5.083550 ∣ l2loss : 5.100387 ∣ 
[  epoch 0029/0030] 1580/4800, lr:3.1e-06 ∣ avg_100 : 5.083433 ∣ l2loss : 4.987889 ∣ 
[  epoch 0029/0030] 1590/4800, lr:3.1e-06 ∣ avg_100 : 5.086171 ∣ l2loss : 5.120409 ∣ 
[  epoch 0029/0030] 1600/4800, lr:3.1e-06 ∣ avg_100 : 5.084631 ∣ l2loss : 4.955864 ∣ 
[  epoch 0029/0030] 1610/4800, lr:3.1e-06 ∣ avg_100 : 5.084467 ∣ l2loss : 5.039720 ∣ 
[  epoch 0029/0030] 1620/4800, lr:3.1e-06 ∣ avg_100 : 5.084731 ∣ l2loss : 4.960249 ∣ 
[  epoch 0029/0030] 1630/4800, lr:3.1e-06 ∣ avg_100 : 5.085265 ∣ l2loss : 5.293779 ∣ 
[  epoch 0029/0030] 1640/4800, lr:3.1e-06 ∣ avg_100 : 5.087172 ∣ l2loss : 5.292275 ∣ 
[  epoch 0029/0030] 1650/4800, lr:3.1e-06 ∣ avg_100 : 5.086546 ∣ l2loss : 5.036933 ∣ 
[  epoch 0029/0030] 1660/4800, lr:3.1e-06 ∣ avg_100 : 5.084896 ∣ l2loss : 5.046022 ∣ 
[  epoch 0029/0030] 1670/4800, lr:3.1e-06 ∣ avg_100 : 5.086541 ∣ l2loss : 5.173622 ∣ 
[  epoch 0029/0030] 1680/4800, lr:3.1e-06 ∣ avg_100 : 5.085570 ∣ l2loss : 5.045207 ∣ 
[  epoch 0029/0030] 1690/4800, lr:3.1e-06 ∣ avg_100 : 5.081994 ∣ l2loss : 4.822195 ∣ 
[  epoch 0029/0030] 1700/4800, lr:3.1e-06 ∣ avg_100 : 5.082626 ∣ l2loss : 5.027427 ∣ 
[  epoch 0029/0030] 1710/4800, lr:3.1e-06 ∣ avg_100 : 5.082344 ∣ l2loss : 5.190591 ∣ 
[  epoch 0029/0030] 1720/4800, lr:3.1e-06 ∣ avg_100 : 5.083131 ∣ l2loss : 5.168807 ∣ 
[  epoch 0029/0030] 1730/4800, lr:3.1e-06 ∣ avg_100 : 5.085169 ∣ l2loss : 5.226084 ∣ 
[  epoch 0029/0030] 1740/4800, lr:3.1e-06 ∣ avg_100 : 5.080296 ∣ l2loss : 4.791224 ∣ 
[  epoch 0029/0030] 1750/4800, lr:3.1e-06 ∣ avg_100 : 5.082804 ∣ l2loss : 5.396379 ∣ 
[  epoch 0029/0030] 1760/4800, lr:3.1e-06 ∣ avg_100 : 5.082775 ∣ l2loss : 5.052201 ∣ 
[  epoch 0029/0030] 1770/4800, lr:3.1e-06 ∣ avg_100 : 5.082138 ∣ l2loss : 5.023911 ∣ 
[  epoch 0029/0030] 1780/4800, lr:3.1e-06 ∣ avg_100 : 5.086686 ∣ l2loss : 5.344582 ∣ 
[  epoch 0029/0030] 1790/4800, lr:3.1e-06 ∣ avg_100 : 5.086257 ∣ l2loss : 5.078633 ∣ 
[  epoch 0029/0030] 1800/4800, lr:3.1e-06 ∣ avg_100 : 5.081599 ∣ l2loss : 4.834154 ∣ 
[  epoch 0029/0030] 1810/4800, lr:3.1e-06 ∣ avg_100 : 5.082656 ∣ l2loss : 5.025939 ∣ 
[  epoch 0029/0030] 1820/4800, lr:3.1e-06 ∣ avg_100 : 5.083802 ∣ l2loss : 5.019321 ∣ 
[  epoch 0029/0030] 1830/4800, lr:3.1e-06 ∣ avg_100 : 5.081638 ∣ l2loss : 5.053063 ∣ 
[  epoch 0029/0030] 1840/4800, lr:3.1e-06 ∣ avg_100 : 5.081815 ∣ l2loss : 4.930103 ∣ 
[  epoch 0029/0030] 1850/4800, lr:3.1e-06 ∣ avg_100 : 5.083103 ∣ l2loss : 5.260095 ∣ 
[  epoch 0029/0030] 1860/4800, lr:3.1e-06 ∣ avg_100 : 5.082226 ∣ l2loss : 5.178960 ∣ 
[  epoch 0029/0030] 1870/4800, lr:3.1e-06 ∣ avg_100 : 5.079421 ∣ l2loss : 4.959089 ∣ 
[  epoch 0029/0030] 1880/4800, lr:3.1e-06 ∣ avg_100 : 5.081888 ∣ l2loss : 5.186610 ∣ 
[  epoch 0029/0030] 1890/4800, lr:3.1e-06 ∣ avg_100 : 5.080015 ∣ l2loss : 4.910964 ∣ 
[  epoch 0029/0030] 1900/4800, lr:3.1e-06 ∣ avg_100 : 5.083209 ∣ l2loss : 5.305838 ∣ 
[  epoch 0029/0030] 1910/4800, lr:3.1e-06 ∣ avg_100 : 5.078896 ∣ l2loss : 4.975284 ∣ 
[  epoch 0029/0030] 1920/4800, lr:3.1e-06 ∣ avg_100 : 5.082312 ∣ l2loss : 5.256991 ∣ 
[  epoch 0029/0030] 1930/4800, lr:3.1e-06 ∣ avg_100 : 5.081594 ∣ l2loss : 4.941836 ∣ 
[  epoch 0029/0030] 1940/4800, lr:3.1e-06 ∣ avg_100 : 5.081197 ∣ l2loss : 4.961212 ∣ 
[  epoch 0029/0030] 1950/4800, lr:3.1e-06 ∣ avg_100 : 5.085695 ∣ l2loss : 5.445782 ∣ 
[  epoch 0029/0030] 1960/4800, lr:3.1e-06 ∣ avg_100 : 5.084365 ∣ l2loss : 5.087432 ∣ 
[  epoch 0029/0030] 1970/4800, lr:3.1e-06 ∣ avg_100 : 5.084395 ∣ l2loss : 5.109472 ∣ 
[  epoch 0029/0030] 1980/4800, lr:3.1e-06 ∣ avg_100 : 5.082053 ∣ l2loss : 5.087019 ∣ 
[  epoch 0029/0030] 1990/4800, lr:3.1e-06 ∣ avg_100 : 5.082190 ∣ l2loss : 4.912586 ∣ 
[  epoch 0029/0030] 2000/4800, lr:3.1e-06 ∣ avg_100 : 5.084461 ∣ l2loss : 5.126558 ∣ 
[  epoch 0029/0030] 2010/4800, lr:3.1e-06 ∣ avg_100 : 5.086078 ∣ l2loss : 5.185708 ∣ 
[  epoch 0029/0030] 2020/4800, lr:3.1e-06 ∣ avg_100 : 5.086421 ∣ l2loss : 4.871457 ∣ 
[  epoch 0029/0030] 2030/4800, lr:3.1e-06 ∣ avg_100 : 5.087939 ∣ l2loss : 5.116881 ∣ 
[  epoch 0029/0030] 2040/4800, lr:3.1e-06 ∣ avg_100 : 5.086341 ∣ l2loss : 5.170480 ∣ 
[  epoch 0029/0030] 2050/4800, lr:3.1e-06 ∣ avg_100 : 5.083600 ∣ l2loss : 4.983952 ∣ 
[  epoch 0029/0030] 2060/4800, lr:3.1e-06 ∣ avg_100 : 5.086438 ∣ l2loss : 5.264802 ∣ 
[  epoch 0029/0030] 2070/4800, lr:3.1e-06 ∣ avg_100 : 5.084439 ∣ l2loss : 5.162364 ∣ 
[  epoch 0029/0030] 2080/4800, lr:3.1e-06 ∣ avg_100 : 5.085021 ∣ l2loss : 5.135828 ∣ 
[  epoch 0029/0030] 2090/4800, lr:3.1e-06 ∣ avg_100 : 5.086972 ∣ l2loss : 5.164284 ∣ 
[  epoch 0029/0030] 2100/4800, lr:3.1e-06 ∣ avg_100 : 5.089294 ∣ l2loss : 5.161974 ∣ 
[  epoch 0029/0030] 2110/4800, lr:3.1e-06 ∣ avg_100 : 5.088599 ∣ l2loss : 4.953325 ∣ 
[  epoch 0029/0030] 2120/4800, lr:3.1e-06 ∣ avg_100 : 5.090656 ∣ l2loss : 5.261413 ∣ 
[  epoch 0029/0030] 2130/4800, lr:3.1e-06 ∣ avg_100 : 5.090153 ∣ l2loss : 5.043798 ∣ 
[  epoch 0029/0030] 2140/4800, lr:3.1e-06 ∣ avg_100 : 5.096432 ∣ l2loss : 5.653358 ∣ 
[  epoch 0029/0030] 2150/4800, lr:3.1e-06 ∣ avg_100 : 5.098882 ∣ l2loss : 5.184102 ∣ 
[  epoch 0029/0030] 2160/4800, lr:3.1e-06 ∣ avg_100 : 5.097897 ∣ l2loss : 4.890950 ∣ 
[  epoch 0029/0030] 2170/4800, lr:3.1e-06 ∣ avg_100 : 5.097381 ∣ l2loss : 4.893666 ∣ 
[  epoch 0029/0030] 2180/4800, lr:3.1e-06 ∣ avg_100 : 5.097865 ∣ l2loss : 4.967700 ∣ 
[  epoch 0029/0030] 2190/4800, lr:3.1e-06 ∣ avg_100 : 5.095020 ∣ l2loss : 4.825058 ∣ 
[  epoch 0029/0030] 2200/4800, lr:3.1e-06 ∣ avg_100 : 5.094332 ∣ l2loss : 5.061122 ∣ 
[  epoch 0029/0030] 2210/4800, lr:3.1e-06 ∣ avg_100 : 5.094708 ∣ l2loss : 5.268563 ∣ 
[  epoch 0029/0030] 2220/4800, lr:3.1e-06 ∣ avg_100 : 5.095086 ∣ l2loss : 5.008732 ∣ 
[  epoch 0029/0030] 2230/4800, lr:3.1e-06 ∣ avg_100 : 5.097023 ∣ l2loss : 5.177166 ∣ 
[  epoch 0029/0030] 2240/4800, lr:3.1e-06 ∣ avg_100 : 5.094937 ∣ l2loss : 4.998436 ∣ 
[  epoch 0029/0030] 2250/4800, lr:3.1e-06 ∣ avg_100 : 5.095367 ∣ l2loss : 5.096140 ∣ 
[  epoch 0029/0030] 2260/4800, lr:3.1e-06 ∣ avg_100 : 5.093939 ∣ l2loss : 5.116453 ∣ 
[  epoch 0029/0030] 2270/4800, lr:3.1e-06 ∣ avg_100 : 5.092093 ∣ l2loss : 5.102641 ∣ 
[  epoch 0029/0030] 2280/4800, lr:3.1e-06 ∣ avg_100 : 5.090762 ∣ l2loss : 5.107324 ∣ 
[  epoch 0029/0030] 2290/4800, lr:3.1e-06 ∣ avg_100 : 5.089965 ∣ l2loss : 4.926269 ∣ 
[  epoch 0029/0030] 2300/4800, lr:3.1e-06 ∣ avg_100 : 5.089766 ∣ l2loss : 5.013399 ∣ 
[  epoch 0029/0030] 2310/4800, lr:3.1e-06 ∣ avg_100 : 5.089721 ∣ l2loss : 5.100681 ∣ 
[  epoch 0029/0030] 2320/4800, lr:3.1e-06 ∣ avg_100 : 5.092161 ∣ l2loss : 5.140878 ∣ 
[  epoch 0029/0030] 2330/4800, lr:3.1e-06 ∣ avg_100 : 5.093628 ∣ l2loss : 5.044983 ∣ 
[  epoch 0029/0030] 2340/4800, lr:3.1e-06 ∣ avg_100 : 5.092009 ∣ l2loss : 5.007400 ∣ 
[  epoch 0029/0030] 2350/4800, lr:3.1e-06 ∣ avg_100 : 5.091071 ∣ l2loss : 4.992309 ∣ 
[  epoch 0029/0030] 2360/4800, lr:3.1e-06 ∣ avg_100 : 5.092691 ∣ l2loss : 5.165069 ∣ 
[  epoch 0029/0030] 2370/4800, lr:3.1e-06 ∣ avg_100 : 5.090932 ∣ l2loss : 5.082711 ∣ 
[  epoch 0029/0030] 2380/4800, lr:3.1e-06 ∣ avg_100 : 5.090267 ∣ l2loss : 4.988400 ∣ 
[  epoch 0029/0030] 2390/4800, lr:3.1e-06 ∣ avg_100 : 5.088103 ∣ l2loss : 5.005607 ∣ 
[  epoch 0029/0030] 2400/4800, lr:3.1e-06 ∣ avg_100 : 5.087228 ∣ l2loss : 5.088729 ∣ 
[  epoch 0029/0030] 2410/4800, lr:3.1e-06 ∣ avg_100 : 5.084426 ∣ l2loss : 4.916151 ∣ 
[  epoch 0029/0030] 2420/4800, lr:3.1e-06 ∣ avg_100 : 5.084850 ∣ l2loss : 5.007042 ∣ 
[  epoch 0029/0030] 2430/4800, lr:3.1e-06 ∣ avg_100 : 5.084233 ∣ l2loss : 5.056474 ∣ 
[  epoch 0029/0030] 2440/4800, lr:3.1e-06 ∣ avg_100 : 5.087971 ∣ l2loss : 5.438557 ∣ 
[  epoch 0029/0030] 2450/4800, lr:3.1e-06 ∣ avg_100 : 5.086750 ∣ l2loss : 5.040512 ∣ 
[  epoch 0029/0030] 2460/4800, lr:3.1e-06 ∣ avg_100 : 5.088394 ∣ l2loss : 5.185632 ∣ 
[  epoch 0029/0030] 2470/4800, lr:3.1e-06 ∣ avg_100 : 5.089335 ∣ l2loss : 5.188502 ∣ 
[  epoch 0029/0030] 2480/4800, lr:3.1e-06 ∣ avg_100 : 5.087499 ∣ l2loss : 5.089836 ∣ 
[  epoch 0029/0030] 2490/4800, lr:3.1e-06 ∣ avg_100 : 5.086195 ∣ l2loss : 4.998778 ∣ 
[  epoch 0029/0030] 2500/4800, lr:3.1e-06 ∣ avg_100 : 5.085485 ∣ l2loss : 5.140230 ∣ 
[  epoch 0029/0030] 2510/4800, lr:3.1e-06 ∣ avg_100 : 5.083976 ∣ l2loss : 4.929993 ∣ 
[  epoch 0029/0030] 2520/4800, lr:3.1e-06 ∣ avg_100 : 5.082050 ∣ l2loss : 4.942560 ∣ 
[  epoch 0029/0030] 2530/4800, lr:3.1e-06 ∣ avg_100 : 5.082654 ∣ l2loss : 5.034524 ∣ 
[  epoch 0029/0030] 2540/4800, lr:3.1e-06 ∣ avg_100 : 5.083882 ∣ l2loss : 5.134178 ∣ 
[  epoch 0029/0030] 2550/4800, lr:3.1e-06 ∣ avg_100 : 5.083370 ∣ l2loss : 4.917453 ∣ 
[  epoch 0029/0030] 2560/4800, lr:3.1e-06 ∣ avg_100 : 5.079625 ∣ l2loss : 4.815302 ∣ 
[  epoch 0029/0030] 2570/4800, lr:3.1e-06 ∣ avg_100 : 5.079224 ∣ l2loss : 5.060253 ∣ 
[  epoch 0029/0030] 2580/4800, lr:3.1e-06 ∣ avg_100 : 5.080617 ∣ l2loss : 5.127198 ∣ 
[  epoch 0029/0030] 2590/4800, lr:3.1e-06 ∣ avg_100 : 5.080590 ∣ l2loss : 5.117697 ∣ 
[  epoch 0029/0030] 2600/4800, lr:3.1e-06 ∣ avg_100 : 5.081950 ∣ l2loss : 5.091858 ∣ 
[  epoch 0029/0030] 2610/4800, lr:3.1e-06 ∣ avg_100 : 5.081183 ∣ l2loss : 4.963046 ∣ 
[  epoch 0029/0030] 2620/4800, lr:3.1e-06 ∣ avg_100 : 5.081803 ∣ l2loss : 5.022224 ∣ 
[  epoch 0029/0030] 2630/4800, lr:3.1e-06 ∣ avg_100 : 5.079416 ∣ l2loss : 5.055038 ∣ 
[  epoch 0029/0030] 2640/4800, lr:3.1e-06 ∣ avg_100 : 5.077122 ∣ l2loss : 5.062937 ∣ 
[  epoch 0029/0030] 2650/4800, lr:3.1e-06 ∣ avg_100 : 5.076184 ∣ l2loss : 4.943099 ∣ 
[  epoch 0029/0030] 2660/4800, lr:3.1e-06 ∣ avg_100 : 5.076406 ∣ l2loss : 5.068242 ∣ 
[  epoch 0029/0030] 2670/4800, lr:3.1e-06 ∣ avg_100 : 5.075102 ∣ l2loss : 5.043177 ∣ 
[  epoch 0029/0030] 2680/4800, lr:3.1e-06 ∣ avg_100 : 5.074720 ∣ l2loss : 5.007043 ∣ 
[  epoch 0029/0030] 2690/4800, lr:3.1e-06 ∣ avg_100 : 5.081908 ∣ l2loss : 5.540972 ∣ 
[  epoch 0029/0030] 2700/4800, lr:3.1e-06 ∣ avg_100 : 5.082098 ∣ l2loss : 5.046425 ∣ 
[  epoch 0029/0030] 2710/4800, lr:3.1e-06 ∣ avg_100 : 5.080451 ∣ l2loss : 5.025952 ∣ 
[  epoch 0029/0030] 2720/4800, lr:3.1e-06 ∣ avg_100 : 5.080893 ∣ l2loss : 5.212970 ∣ 
[  epoch 0029/0030] 2730/4800, lr:3.1e-06 ∣ avg_100 : 5.083040 ∣ l2loss : 5.440791 ∣ 
[  epoch 0029/0030] 2740/4800, lr:3.1e-06 ∣ avg_100 : 5.085492 ∣ l2loss : 5.036459 ∣ 
[  epoch 0029/0030] 2750/4800, lr:3.1e-06 ∣ avg_100 : 5.081898 ∣ l2loss : 5.036974 ∣ 
[  epoch 0029/0030] 2760/4800, lr:3.1e-06 ∣ avg_100 : 5.083637 ∣ l2loss : 5.226027 ∣ 
[  epoch 0029/0030] 2770/4800, lr:3.1e-06 ∣ avg_100 : 5.082776 ∣ l2loss : 4.937816 ∣ 
[  epoch 0029/0030] 2780/4800, lr:3.1e-06 ∣ avg_100 : 5.079638 ∣ l2loss : 5.030861 ∣ 
[  epoch 0029/0030] 2790/4800, lr:3.1e-06 ∣ avg_100 : 5.077877 ∣ l2loss : 4.902540 ∣ 
[  epoch 0029/0030] 2800/4800, lr:3.1e-06 ∣ avg_100 : 5.078991 ∣ l2loss : 4.945508 ∣ 
[  epoch 0029/0030] 2810/4800, lr:3.1e-06 ∣ avg_100 : 5.080562 ∣ l2loss : 5.183070 ∣ 
[  epoch 0029/0030] 2820/4800, lr:3.1e-06 ∣ avg_100 : 5.080914 ∣ l2loss : 5.054503 ∣ 
[  epoch 0029/0030] 2830/4800, lr:3.1e-06 ∣ avg_100 : 5.080748 ∣ l2loss : 5.036483 ∣ 
[  epoch 0029/0030] 2840/4800, lr:3.1e-06 ∣ avg_100 : 5.082451 ∣ l2loss : 5.100413 ∣ 
[  epoch 0029/0030] 2850/4800, lr:3.1e-06 ∣ avg_100 : 5.079464 ∣ l2loss : 4.961359 ∣ 
[  epoch 0029/0030] 2860/4800, lr:3.1e-06 ∣ avg_100 : 5.079424 ∣ l2loss : 5.174969 ∣ 
[  epoch 0029/0030] 2870/4800, lr:3.1e-06 ∣ avg_100 : 5.079832 ∣ l2loss : 4.999848 ∣ 
[  epoch 0029/0030] 2880/4800, lr:3.1e-06 ∣ avg_100 : 5.075958 ∣ l2loss : 4.799220 ∣ 
[  epoch 0029/0030] 2890/4800, lr:3.1e-06 ∣ avg_100 : 5.078581 ∣ l2loss : 5.173284 ∣ 
[  epoch 0029/0030] 2900/4800, lr:3.1e-06 ∣ avg_100 : 5.076680 ∣ l2loss : 5.115683 ∣ 
[  epoch 0029/0030] 2910/4800, lr:3.1e-06 ∣ avg_100 : 5.076295 ∣ l2loss : 4.936877 ∣ 
[  epoch 0029/0030] 2920/4800, lr:3.1e-06 ∣ avg_100 : 5.073553 ∣ l2loss : 4.982744 ∣ 
[  epoch 0029/0030] 2930/4800, lr:3.1e-06 ∣ avg_100 : 5.075171 ∣ l2loss : 5.103625 ∣ 
[  epoch 0029/0030] 2940/4800, lr:3.1e-06 ∣ avg_100 : 5.077036 ∣ l2loss : 5.147727 ∣ 
[  epoch 0029/0030] 2950/4800, lr:3.1e-06 ∣ avg_100 : 5.075086 ∣ l2loss : 5.250829 ∣ 
[  epoch 0029/0030] 2960/4800, lr:3.1e-06 ∣ avg_100 : 5.074955 ∣ l2loss : 5.074264 ∣ 
[  epoch 0029/0030] 2970/4800, lr:3.1e-06 ∣ avg_100 : 5.073951 ∣ l2loss : 5.009075 ∣ 
[  epoch 0029/0030] 2980/4800, lr:3.1e-06 ∣ avg_100 : 5.076698 ∣ l2loss : 5.361705 ∣ 
[  epoch 0029/0030] 2990/4800, lr:3.1e-06 ∣ avg_100 : 5.076446 ∣ l2loss : 4.887401 ∣ 
[  epoch 0029/0030] 3000/4800, lr:3.1e-06 ∣ avg_100 : 5.074151 ∣ l2loss : 4.897069 ∣ 
[  epoch 0029/0030] 3010/4800, lr:3.1e-06 ∣ avg_100 : 5.073787 ∣ l2loss : 5.149329 ∣ 
[  epoch 0029/0030] 3020/4800, lr:3.1e-06 ∣ avg_100 : 5.074374 ∣ l2loss : 4.930122 ∣ 
[  epoch 0029/0030] 3030/4800, lr:3.1e-06 ∣ avg_100 : 5.074180 ∣ l2loss : 5.097458 ∣ 
[  epoch 0029/0030] 3040/4800, lr:3.1e-06 ∣ avg_100 : 5.074495 ∣ l2loss : 5.202056 ∣ 
[  epoch 0029/0030] 3050/4800, lr:3.1e-06 ∣ avg_100 : 5.074966 ∣ l2loss : 5.031012 ∣ 
[  epoch 0029/0030] 3060/4800, lr:3.1e-06 ∣ avg_100 : 5.075131 ∣ l2loss : 5.281268 ∣ 
[  epoch 0029/0030] 3070/4800, lr:3.1e-06 ∣ avg_100 : 5.073437 ∣ l2loss : 4.993009 ∣ 
[  epoch 0029/0030] 3080/4800, lr:3.1e-06 ∣ avg_100 : 5.071667 ∣ l2loss : 4.958840 ∣ 
[  epoch 0029/0030] 3090/4800, lr:3.1e-06 ∣ avg_100 : 5.069774 ∣ l2loss : 4.974979 ∣ 
[  epoch 0029/0030] 3100/4800, lr:3.1e-06 ∣ avg_100 : 5.069898 ∣ l2loss : 5.174318 ∣ 
[  epoch 0029/0030] 3110/4800, lr:3.1e-06 ∣ avg_100 : 5.070458 ∣ l2loss : 5.009400 ∣ 
[  epoch 0029/0030] 3120/4800, lr:3.1e-06 ∣ avg_100 : 5.067664 ∣ l2loss : 4.981939 ∣ 
[  epoch 0029/0030] 3130/4800, lr:3.1e-06 ∣ avg_100 : 5.067566 ∣ l2loss : 5.034056 ∣ 
[  epoch 0029/0030] 3140/4800, lr:3.1e-06 ∣ avg_100 : 5.062382 ∣ l2loss : 5.134979 ∣ 
[  epoch 0029/0030] 3150/4800, lr:3.1e-06 ∣ avg_100 : 5.060131 ∣ l2loss : 4.958958 ∣ 
[  epoch 0029/0030] 3160/4800, lr:3.1e-06 ∣ avg_100 : 5.062475 ∣ l2loss : 5.125330 ∣ 
[  epoch 0029/0030] 3170/4800, lr:3.1e-06 ∣ avg_100 : 5.063918 ∣ l2loss : 5.038011 ∣ 
[  epoch 0029/0030] 3180/4800, lr:3.1e-06 ∣ avg_100 : 5.063768 ∣ l2loss : 4.952724 ∣ 
[  epoch 0029/0030] 3190/4800, lr:3.1e-06 ∣ avg_100 : 5.064158 ∣ l2loss : 4.864016 ∣ 
[  epoch 0029/0030] 3200/4800, lr:3.1e-06 ∣ avg_100 : 5.064149 ∣ l2loss : 5.060263 ∣ 
[  epoch 0029/0030] 3210/4800, lr:3.1e-06 ∣ avg_100 : 5.062291 ∣ l2loss : 5.082683 ∣ 
[  epoch 0029/0030] 3220/4800, lr:3.1e-06 ∣ avg_100 : 5.061664 ∣ l2loss : 4.946086 ∣ 
[  epoch 0029/0030] 3230/4800, lr:3.1e-06 ∣ avg_100 : 5.062009 ∣ l2loss : 5.211697 ∣ 
[  epoch 0029/0030] 3240/4800, lr:3.1e-06 ∣ avg_100 : 5.064311 ∣ l2loss : 5.228617 ∣ 
[  epoch 0029/0030] 3250/4800, lr:3.1e-06 ∣ avg_100 : 5.062134 ∣ l2loss : 4.878454 ∣ 
[  epoch 0029/0030] 3260/4800, lr:3.1e-06 ∣ avg_100 : 5.062927 ∣ l2loss : 5.195754 ∣ 
[  epoch 0029/0030] 3270/4800, lr:3.1e-06 ∣ avg_100 : 5.063391 ∣ l2loss : 5.148983 ∣ 
[  epoch 0029/0030] 3280/4800, lr:3.1e-06 ∣ avg_100 : 5.062997 ∣ l2loss : 5.067956 ∣ 
[  epoch 0029/0030] 3290/4800, lr:3.1e-06 ∣ avg_100 : 5.065524 ∣ l2loss : 5.178950 ∣ 
[  epoch 0029/0030] 3300/4800, lr:3.1e-06 ∣ avg_100 : 5.065839 ∣ l2loss : 5.044927 ∣ 
[  epoch 0029/0030] 3310/4800, lr:3.1e-06 ∣ avg_100 : 5.063563 ∣ l2loss : 4.873065 ∣ 
[  epoch 0029/0030] 3320/4800, lr:3.1e-06 ∣ avg_100 : 5.061075 ∣ l2loss : 4.892066 ∣ 
[  epoch 0029/0030] 3330/4800, lr:3.1e-06 ∣ avg_100 : 5.062535 ∣ l2loss : 5.191028 ∣ 
[  epoch 0029/0030] 3340/4800, lr:3.1e-06 ∣ avg_100 : 5.062578 ∣ l2loss : 5.011690 ∣ 
[  epoch 0029/0030] 3350/4800, lr:3.1e-06 ∣ avg_100 : 5.063526 ∣ l2loss : 5.087110 ∣ 
[  epoch 0029/0030] 3360/4800, lr:3.1e-06 ∣ avg_100 : 5.061929 ∣ l2loss : 5.005326 ∣ 
[  epoch 0029/0030] 3370/4800, lr:3.1e-06 ∣ avg_100 : 5.064221 ∣ l2loss : 5.311912 ∣ 
[  epoch 0029/0030] 3380/4800, lr:3.1e-06 ∣ avg_100 : 5.064721 ∣ l2loss : 5.038407 ∣ 
[  epoch 0029/0030] 3390/4800, lr:3.1e-06 ∣ avg_100 : 5.065456 ∣ l2loss : 5.079103 ∣ 
[  epoch 0029/0030] 3400/4800, lr:3.1e-06 ∣ avg_100 : 5.066936 ∣ l2loss : 5.236700 ∣ 
[  epoch 0029/0030] 3410/4800, lr:3.1e-06 ∣ avg_100 : 5.069709 ∣ l2loss : 5.193447 ∣ 
[  epoch 0029/0030] 3420/4800, lr:3.1e-06 ∣ avg_100 : 5.069894 ∣ l2loss : 5.025612 ∣ 
[  epoch 0029/0030] 3430/4800, lr:3.1e-06 ∣ avg_100 : 5.069901 ∣ l2loss : 5.057122 ∣ 
[  epoch 0029/0030] 3440/4800, lr:3.1e-06 ∣ avg_100 : 5.066393 ∣ l2loss : 5.087744 ∣ 
[  epoch 0029/0030] 3450/4800, lr:3.1e-06 ∣ avg_100 : 5.064686 ∣ l2loss : 4.869829 ∣ 
[  epoch 0029/0030] 3460/4800, lr:3.1e-06 ∣ avg_100 : 5.061863 ∣ l2loss : 4.903354 ∣ 
[  epoch 0029/0030] 3470/4800, lr:3.1e-06 ∣ avg_100 : 5.059518 ∣ l2loss : 4.954009 ∣ 
[  epoch 0029/0030] 3480/4800, lr:3.1e-06 ∣ avg_100 : 5.058811 ∣ l2loss : 5.019081 ∣ 
[  epoch 0029/0030] 3490/4800, lr:3.1e-06 ∣ avg_100 : 5.059123 ∣ l2loss : 5.030034 ∣ 
[  epoch 0029/0030] 3500/4800, lr:3.1e-06 ∣ avg_100 : 5.059123 ∣ l2loss : 5.140195 ∣ 
[  epoch 0029/0030] 3510/4800, lr:3.1e-06 ∣ avg_100 : 5.061544 ∣ l2loss : 5.172097 ∣ 
[  epoch 0029/0030] 3520/4800, lr:3.1e-06 ∣ avg_100 : 5.064972 ∣ l2loss : 5.285407 ∣ 
[  epoch 0029/0030] 3530/4800, lr:3.1e-06 ∣ avg_100 : 5.065612 ∣ l2loss : 5.098466 ∣ 
[  epoch 0029/0030] 3540/4800, lr:3.1e-06 ∣ avg_100 : 5.063630 ∣ l2loss : 4.936049 ∣ 
[  epoch 0029/0030] 3550/4800, lr:3.1e-06 ∣ avg_100 : 5.066761 ∣ l2loss : 5.230502 ∣ 
[  epoch 0029/0030] 3560/4800, lr:3.1e-06 ∣ avg_100 : 5.067855 ∣ l2loss : 4.924749 ∣ 
[  epoch 0029/0030] 3570/4800, lr:3.1e-06 ∣ avg_100 : 5.068967 ∣ l2loss : 5.171382 ∣ 
[  epoch 0029/0030] 3580/4800, lr:3.1e-06 ∣ avg_100 : 5.070570 ∣ l2loss : 5.287513 ∣ 
[  epoch 0029/0030] 3590/4800, lr:3.1e-06 ∣ avg_100 : 5.071206 ∣ l2loss : 5.181306 ∣ 
[  epoch 0029/0030] 3600/4800, lr:3.1e-06 ∣ avg_100 : 5.069405 ∣ l2loss : 4.911734 ∣ 
[  epoch 0029/0030] 3610/4800, lr:3.1e-06 ∣ avg_100 : 5.069954 ∣ l2loss : 5.018023 ∣ 
[  epoch 0029/0030] 3620/4800, lr:3.1e-06 ∣ avg_100 : 5.068735 ∣ l2loss : 4.900291 ∣ 
[  epoch 0029/0030] 3630/4800, lr:3.1e-06 ∣ avg_100 : 5.070571 ∣ l2loss : 5.238632 ∣ 
[  epoch 0029/0030] 3640/4800, lr:3.1e-06 ∣ avg_100 : 5.070580 ∣ l2loss : 5.063820 ∣ 
[  epoch 0029/0030] 3650/4800, lr:3.1e-06 ∣ avg_100 : 5.073428 ∣ l2loss : 5.227872 ∣ 
[  epoch 0029/0030] 3660/4800, lr:3.1e-06 ∣ avg_100 : 5.077497 ∣ l2loss : 5.475220 ∣ 
[  epoch 0029/0030] 3670/4800, lr:3.1e-06 ∣ avg_100 : 5.076210 ∣ l2loss : 4.914441 ∣ 
[  epoch 0029/0030] 3680/4800, lr:3.1e-06 ∣ avg_100 : 5.077396 ∣ l2loss : 5.125643 ∣ 
[  epoch 0029/0030] 3690/4800, lr:3.1e-06 ∣ avg_100 : 5.072275 ∣ l2loss : 5.028885 ∣ 
[  epoch 0029/0030] 3700/4800, lr:3.1e-06 ∣ avg_100 : 5.071726 ∣ l2loss : 4.991553 ∣ 
[  epoch 0029/0030] 3710/4800, lr:3.1e-06 ∣ avg_100 : 5.070099 ∣ l2loss : 4.863230 ∣ 
[  epoch 0029/0030] 3720/4800, lr:3.1e-06 ∣ avg_100 : 5.071292 ∣ l2loss : 5.332224 ∣ 
[  epoch 0029/0030] 3730/4800, lr:3.1e-06 ∣ avg_100 : 5.068083 ∣ l2loss : 5.119927 ∣ 
[  epoch 0029/0030] 3740/4800, lr:3.1e-06 ∣ avg_100 : 5.067257 ∣ l2loss : 4.953862 ∣ 
[  epoch 0029/0030] 3750/4800, lr:3.1e-06 ∣ avg_100 : 5.066486 ∣ l2loss : 4.959853 ∣ 
[  epoch 0029/0030] 3760/4800, lr:3.1e-06 ∣ avg_100 : 5.063982 ∣ l2loss : 4.975657 ∣ 
[  epoch 0029/0030] 3770/4800, lr:3.1e-06 ∣ avg_100 : 5.066895 ∣ l2loss : 5.229084 ∣ 
[  epoch 0029/0030] 3780/4800, lr:3.1e-06 ∣ avg_100 : 5.065845 ∣ l2loss : 4.925913 ∣ 
[  epoch 0029/0030] 3790/4800, lr:3.1e-06 ∣ avg_100 : 5.067223 ∣ l2loss : 5.040342 ∣ 
[  epoch 0029/0030] 3800/4800, lr:3.1e-06 ∣ avg_100 : 5.068042 ∣ l2loss : 5.027413 ∣ 
[  epoch 0029/0030] 3810/4800, lr:3.1e-06 ∣ avg_100 : 5.066841 ∣ l2loss : 5.062968 ∣ 
[  epoch 0029/0030] 3820/4800, lr:3.1e-06 ∣ avg_100 : 5.065183 ∣ l2loss : 4.888699 ∣ 
[  epoch 0029/0030] 3830/4800, lr:3.1e-06 ∣ avg_100 : 5.067380 ∣ l2loss : 5.256127 ∣ 
[  epoch 0029/0030] 3840/4800, lr:3.1e-06 ∣ avg_100 : 5.066658 ∣ l2loss : 5.028269 ∣ 
[  epoch 0029/0030] 3850/4800, lr:3.1e-06 ∣ avg_100 : 5.067411 ∣ l2loss : 5.036648 ∣ 
[  epoch 0029/0030] 3860/4800, lr:3.1e-06 ∣ avg_100 : 5.065823 ∣ l2loss : 5.016127 ∣ 
[  epoch 0029/0030] 3870/4800, lr:3.1e-06 ∣ avg_100 : 5.066772 ∣ l2loss : 5.094721 ∣ 
[  epoch 0029/0030] 3880/4800, lr:3.1e-06 ∣ avg_100 : 5.070652 ∣ l2loss : 5.187294 ∣ 
[  epoch 0029/0030] 3890/4800, lr:3.1e-06 ∣ avg_100 : 5.068452 ∣ l2loss : 4.953289 ∣ 
[  epoch 0029/0030] 3900/4800, lr:3.1e-06 ∣ avg_100 : 5.069139 ∣ l2loss : 5.184381 ∣ 
[  epoch 0029/0030] 3910/4800, lr:3.1e-06 ∣ avg_100 : 5.069754 ∣ l2loss : 4.998380 ∣ 
[  epoch 0029/0030] 3920/4800, lr:3.1e-06 ∣ avg_100 : 5.068972 ∣ l2loss : 4.904492 ∣ 
[  epoch 0029/0030] 3930/4800, lr:3.1e-06 ∣ avg_100 : 5.070984 ∣ l2loss : 5.304820 ∣ 
[  epoch 0029/0030] 3940/4800, lr:3.1e-06 ∣ avg_100 : 5.070477 ∣ l2loss : 5.097003 ∣ 
[  epoch 0029/0030] 3950/4800, lr:3.1e-06 ∣ avg_100 : 5.070569 ∣ l2loss : 5.260045 ∣ 
[  epoch 0029/0030] 3960/4800, lr:3.1e-06 ∣ avg_100 : 5.071249 ∣ l2loss : 5.142271 ∣ 
[  epoch 0029/0030] 3970/4800, lr:3.1e-06 ∣ avg_100 : 5.070632 ∣ l2loss : 4.947362 ∣ 
[  epoch 0029/0030] 3980/4800, lr:3.1e-06 ∣ avg_100 : 5.067249 ∣ l2loss : 5.023389 ∣ 
[  epoch 0029/0030] 3990/4800, lr:3.1e-06 ∣ avg_100 : 5.068010 ∣ l2loss : 4.963547 ∣ 
[  epoch 0029/0030] 4000/4800, lr:3.1e-06 ∣ avg_100 : 5.066957 ∣ l2loss : 4.791820 ∣ 
[  epoch 0029/0030] 4010/4800, lr:3.1e-06 ∣ avg_100 : 5.065498 ∣ l2loss : 5.003352 ∣ 
[  epoch 0029/0030] 4020/4800, lr:3.1e-06 ∣ avg_100 : 5.067547 ∣ l2loss : 5.135008 ∣ 
[  epoch 0029/0030] 4030/4800, lr:3.1e-06 ∣ avg_100 : 5.067523 ∣ l2loss : 5.095085 ∣ 
[  epoch 0029/0030] 4040/4800, lr:3.1e-06 ∣ avg_100 : 5.066640 ∣ l2loss : 5.113766 ∣ 
[  epoch 0029/0030] 4050/4800, lr:3.1e-06 ∣ avg_100 : 5.066744 ∣ l2loss : 5.041399 ∣ 
[  epoch 0029/0030] 4060/4800, lr:3.1e-06 ∣ avg_100 : 5.062260 ∣ l2loss : 4.832881 ∣ 
[  epoch 0029/0030] 4070/4800, lr:3.1e-06 ∣ avg_100 : 5.062864 ∣ l2loss : 5.053404 ∣ 
[  epoch 0029/0030] 4080/4800, lr:3.1e-06 ∣ avg_100 : 5.063465 ∣ l2loss : 5.018907 ∣ 
[  epoch 0029/0030] 4090/4800, lr:3.1e-06 ∣ avg_100 : 5.064953 ∣ l2loss : 5.123812 ∣ 
[  epoch 0029/0030] 4100/4800, lr:3.1e-06 ∣ avg_100 : 5.065921 ∣ l2loss : 5.271116 ∣ 
[  epoch 0029/0030] 4110/4800, lr:3.1e-06 ∣ avg_100 : 5.066422 ∣ l2loss : 5.059548 ∣ 
[  epoch 0029/0030] 4120/4800, lr:3.1e-06 ∣ avg_100 : 5.065663 ∣ l2loss : 4.906023 ∣ 
[  epoch 0029/0030] 4130/4800, lr:3.1e-06 ∣ avg_100 : 5.065163 ∣ l2loss : 4.984012 ∣ 
[  epoch 0029/0030] 4140/4800, lr:3.1e-06 ∣ avg_100 : 5.064479 ∣ l2loss : 5.066553 ∣ 
[  epoch 0029/0030] 4150/4800, lr:3.1e-06 ∣ avg_100 : 5.065399 ∣ l2loss : 5.051049 ∣ 
[  epoch 0029/0030] 4160/4800, lr:3.1e-06 ∣ avg_100 : 5.063370 ∣ l2loss : 4.922360 ∣ 
[  epoch 0029/0030] 4170/4800, lr:3.1e-06 ∣ avg_100 : 5.062182 ∣ l2loss : 4.919238 ∣ 
[  epoch 0029/0030] 4180/4800, lr:3.1e-06 ∣ avg_100 : 5.064102 ∣ l2loss : 5.144765 ∣ 
[  epoch 0029/0030] 4190/4800, lr:3.1e-06 ∣ avg_100 : 5.066276 ∣ l2loss : 5.081397 ∣ 
[  epoch 0029/0030] 4200/4800, lr:3.1e-06 ∣ avg_100 : 5.063251 ∣ l2loss : 4.757725 ∣ 
[  epoch 0029/0030] 4210/4800, lr:3.1e-06 ∣ avg_100 : 5.063828 ∣ l2loss : 5.140395 ∣ 
[  epoch 0029/0030] 4220/4800, lr:3.1e-06 ∣ avg_100 : 5.065391 ∣ l2loss : 5.102347 ∣ 
[  epoch 0029/0030] 4230/4800, lr:3.1e-06 ∣ avg_100 : 5.064841 ∣ l2loss : 5.156782 ∣ 
[  epoch 0029/0030] 4240/4800, lr:3.1e-06 ∣ avg_100 : 5.061321 ∣ l2loss : 4.876560 ∣ 
[  epoch 0029/0030] 4250/4800, lr:3.1e-06 ∣ avg_100 : 5.062944 ∣ l2loss : 5.040749 ∣ 
[  epoch 0029/0030] 4260/4800, lr:3.1e-06 ∣ avg_100 : 5.060926 ∣ l2loss : 4.994022 ∣ 
[  epoch 0029/0030] 4270/4800, lr:3.1e-06 ∣ avg_100 : 5.059904 ∣ l2loss : 5.046762 ∣ 
[  epoch 0029/0030] 4280/4800, lr:3.1e-06 ∣ avg_100 : 5.060882 ∣ l2loss : 5.165778 ∣ 
[  epoch 0029/0030] 4290/4800, lr:3.1e-06 ∣ avg_100 : 5.061051 ∣ l2loss : 5.195832 ∣ 
[  epoch 0029/0030] 4300/4800, lr:3.1e-06 ∣ avg_100 : 5.060280 ∣ l2loss : 4.967831 ∣ 
[  epoch 0029/0030] 4310/4800, lr:3.1e-06 ∣ avg_100 : 5.061587 ∣ l2loss : 5.003705 ∣ 
[  epoch 0029/0030] 4320/4800, lr:3.1e-06 ∣ avg_100 : 5.063991 ∣ l2loss : 5.132456 ∣ 
[  epoch 0029/0030] 4330/4800, lr:3.1e-06 ∣ avg_100 : 5.062053 ∣ l2loss : 4.997304 ∣ 
[  epoch 0029/0030] 4340/4800, lr:3.1e-06 ∣ avg_100 : 5.062662 ∣ l2loss : 5.072547 ∣ 
[  epoch 0029/0030] 4350/4800, lr:3.1e-06 ∣ avg_100 : 5.063513 ∣ l2loss : 5.172235 ∣ 
[  epoch 0029/0030] 4360/4800, lr:3.1e-06 ∣ avg_100 : 5.065415 ∣ l2loss : 5.195474 ∣ 
[  epoch 0029/0030] 4370/4800, lr:3.1e-06 ∣ avg_100 : 5.063792 ∣ l2loss : 5.149633 ∣ 
[  epoch 0029/0030] 4380/4800, lr:3.1e-06 ∣ avg_100 : 5.067609 ∣ l2loss : 5.420161 ∣ 
[  epoch 0029/0030] 4390/4800, lr:3.1e-06 ∣ avg_100 : 5.068529 ∣ l2loss : 5.171073 ∣ 
[  epoch 0029/0030] 4400/4800, lr:3.1e-06 ∣ avg_100 : 5.069179 ∣ l2loss : 5.301655 ∣ 
[  epoch 0029/0030] 4410/4800, lr:3.1e-06 ∣ avg_100 : 5.069911 ∣ l2loss : 5.266672 ∣ 
[  epoch 0029/0030] 4420/4800, lr:3.1e-06 ∣ avg_100 : 5.070395 ∣ l2loss : 5.074002 ∣ 
[  epoch 0029/0030] 4430/4800, lr:3.1e-06 ∣ avg_100 : 5.071133 ∣ l2loss : 5.130977 ∣ 
[  epoch 0029/0030] 4440/4800, lr:3.1e-06 ∣ avg_100 : 5.069978 ∣ l2loss : 4.972246 ∣ 
[  epoch 0029/0030] 4450/4800, lr:3.1e-06 ∣ avg_100 : 5.071107 ∣ l2loss : 4.982645 ∣ 
[  epoch 0029/0030] 4460/4800, lr:3.1e-06 ∣ avg_100 : 5.073666 ∣ l2loss : 5.159268 ∣ 
[  epoch 0029/0030] 4470/4800, lr:3.1e-06 ∣ avg_100 : 5.075995 ∣ l2loss : 5.186952 ∣ 
[  epoch 0029/0030] 4480/4800, lr:3.1e-06 ∣ avg_100 : 5.074298 ∣ l2loss : 4.849404 ∣ 
[  epoch 0029/0030] 4490/4800, lr:3.1e-06 ∣ avg_100 : 5.073434 ∣ l2loss : 4.943552 ∣ 
[  epoch 0029/0030] 4500/4800, lr:3.1e-06 ∣ avg_100 : 5.070711 ∣ l2loss : 4.867913 ∣ 
[  epoch 0029/0030] 4510/4800, lr:3.1e-06 ∣ avg_100 : 5.067674 ∣ l2loss : 4.868469 ∣ 
[  epoch 0029/0030] 4520/4800, lr:3.1e-06 ∣ avg_100 : 5.066390 ∣ l2loss : 5.156946 ∣ 
[  epoch 0029/0030] 4530/4800, lr:3.1e-06 ∣ avg_100 : 5.067872 ∣ l2loss : 5.246664 ∣ 
[  epoch 0029/0030] 4540/4800, lr:3.1e-06 ∣ avg_100 : 5.066444 ∣ l2loss : 4.793248 ∣ 
[  epoch 0029/0030] 4550/4800, lr:3.1e-06 ∣ avg_100 : 5.063359 ∣ l2loss : 4.921977 ∣ 
[  epoch 0029/0030] 4560/4800, lr:3.1e-06 ∣ avg_100 : 5.063328 ∣ l2loss : 4.921699 ∣ 
[  epoch 0029/0030] 4570/4800, lr:3.1e-06 ∣ avg_100 : 5.063104 ∣ l2loss : 5.148963 ∣ 
[  epoch 0029/0030] 4580/4800, lr:3.1e-06 ∣ avg_100 : 5.059807 ∣ l2loss : 4.957826 ∣ 
[  epoch 0029/0030] 4590/4800, lr:3.1e-06 ∣ avg_100 : 5.057903 ∣ l2loss : 4.990875 ∣ 
[  epoch 0029/0030] 4600/4800, lr:3.1e-06 ∣ avg_100 : 5.060726 ∣ l2loss : 5.194079 ∣ 
[  epoch 0029/0030] 4610/4800, lr:3.1e-06 ∣ avg_100 : 5.063539 ∣ l2loss : 5.299278 ∣ 
[  epoch 0029/0030] 4620/4800, lr:3.1e-06 ∣ avg_100 : 5.063758 ∣ l2loss : 4.922248 ∣ 
[  epoch 0029/0030] 4630/4800, lr:3.1e-06 ∣ avg_100 : 5.061564 ∣ l2loss : 5.019199 ∣ 
[  epoch 0029/0030] 4640/4800, lr:3.1e-06 ∣ avg_100 : 5.062590 ∣ l2loss : 5.166383 ∣ 
[  epoch 0029/0030] 4650/4800, lr:3.1e-06 ∣ avg_100 : 5.062977 ∣ l2loss : 5.266656 ∣ 
[  epoch 0029/0030] 4660/4800, lr:3.1e-06 ∣ avg_100 : 5.059340 ∣ l2loss : 5.111432 ∣ 
[  epoch 0029/0030] 4670/4800, lr:3.1e-06 ∣ avg_100 : 5.061265 ∣ l2loss : 5.106987 ∣ 
[  epoch 0029/0030] 4680/4800, lr:3.1e-06 ∣ avg_100 : 5.058340 ∣ l2loss : 4.833145 ∣ 
[  epoch 0029/0030] 4690/4800, lr:3.1e-06 ∣ avg_100 : 5.056941 ∣ l2loss : 4.889031 ∣ 
[  epoch 0029/0030] 4700/4800, lr:3.1e-06 ∣ avg_100 : 5.056801 ∣ l2loss : 4.977460 ∣ 
[  epoch 0029/0030] 4710/4800, lr:3.1e-06 ∣ avg_100 : 5.061358 ∣ l2loss : 5.318993 ∣ 
[  epoch 0029/0030] 4720/4800, lr:3.1e-06 ∣ avg_100 : 5.061123 ∣ l2loss : 5.308727 ∣ 
[  epoch 0029/0030] 4730/4800, lr:3.1e-06 ∣ avg_100 : 5.060174 ∣ l2loss : 5.024979 ∣ 
[  epoch 0029/0030] 4740/4800, lr:3.1e-06 ∣ avg_100 : 5.062927 ∣ l2loss : 5.229163 ∣ 
[  epoch 0029/0030] 4750/4800, lr:3.1e-06 ∣ avg_100 : 5.064021 ∣ l2loss : 5.069314 ∣ 
[  epoch 0029/0030] 4760/4800, lr:3.1e-06 ∣ avg_100 : 5.065080 ∣ l2loss : 5.081543 ∣ 
[  epoch 0029/0030] 4770/4800, lr:3.1e-06 ∣ avg_100 : 5.064571 ∣ l2loss : 5.178138 ∣ 
[  epoch 0029/0030] 4780/4800, lr:3.1e-06 ∣ avg_100 : 5.067209 ∣ l2loss : 5.189785 ∣ 
[  epoch 0029/0030] 4790/4800, lr:3.1e-06 ∣ avg_100 : 5.069862 ∣ l2loss : 5.305585 ∣ 
[  epoch 0029/0030] 4800/4800, lr:3.1e-06 ∣ avg_100 : 5.068690 ∣ l2loss : 4.910274 ∣ 
[    val 029    ] Done! PSNR : 36.24 dB, SSIM : 0.922total: 23:41:47                    
[  epoch 0030/0030] 0010/4800, lr:3.1e-06 ∣ avg_100 : 5.068461 ∣ l2loss : 5.040010 ∣ 
[  epoch 0030/0030] 0020/4800, lr:3.1e-06 ∣ avg_100 : 5.071420 ∣ l2loss : 5.184604 ∣ 
[  epoch 0030/0030] 0030/4800, lr:3.1e-06 ∣ avg_100 : 5.069356 ∣ l2loss : 5.049706 ∣ 
[  epoch 0030/0030] 0040/4800, lr:3.1e-06 ∣ avg_100 : 5.068472 ∣ l2loss : 4.939926 ∣ 
[  epoch 0030/0030] 0050/4800, lr:3.1e-06 ∣ avg_100 : 5.068976 ∣ l2loss : 5.086977 ∣ 
[  epoch 0030/0030] 0060/4800, lr:3.1e-06 ∣ avg_100 : 5.069716 ∣ l2loss : 5.090189 ∣ 
[  epoch 0030/0030] 0070/4800, lr:3.1e-06 ∣ avg_100 : 5.070764 ∣ l2loss : 5.199492 ∣ 
[  epoch 0030/0030] 0080/4800, lr:3.1e-06 ∣ avg_100 : 5.071052 ∣ l2loss : 5.216069 ∣ 
[  epoch 0030/0030] 0090/4800, lr:3.1e-06 ∣ avg_100 : 5.071001 ∣ l2loss : 4.948242 ∣ 
[  epoch 0030/0030] 0100/4800, lr:3.1e-06 ∣ avg_100 : 5.068772 ∣ l2loss : 4.961482 ∣ 
[  epoch 0030/0030] 0110/4800, lr:3.1e-06 ∣ avg_100 : 5.068178 ∣ l2loss : 4.938941 ∣ 
[  epoch 0030/0030] 0120/4800, lr:3.1e-06 ∣ avg_100 : 5.069205 ∣ l2loss : 5.007190 ∣ 
[  epoch 0030/0030] 0130/4800, lr:3.1e-06 ∣ avg_100 : 5.066597 ∣ l2loss : 5.043999 ∣ 
[  epoch 0030/0030] 0140/4800, lr:3.1e-06 ∣ avg_100 : 5.064324 ∣ l2loss : 4.869790 ∣ 
[  epoch 0030/0030] 0150/4800, lr:3.1e-06 ∣ avg_100 : 5.062874 ∣ l2loss : 5.114994 ∣ 
[  epoch 0030/0030] 0160/4800, lr:3.1e-06 ∣ avg_100 : 5.061511 ∣ l2loss : 5.005971 ∣ 
[  epoch 0030/0030] 0170/4800, lr:3.1e-06 ∣ avg_100 : 5.061406 ∣ l2loss : 4.936849 ∣ 
[  epoch 0030/0030] 0180/4800, lr:3.1e-06 ∣ avg_100 : 5.063251 ∣ l2loss : 5.207878 ∣ 
[  epoch 0030/0030] 0190/4800, lr:3.1e-06 ∣ avg_100 : 5.064382 ∣ l2loss : 5.076682 ∣ 
[  epoch 0030/0030] 0200/4800, lr:3.1e-06 ∣ avg_100 : 5.066344 ∣ l2loss : 4.988027 ∣ 
[  epoch 0030/0030] 0210/4800, lr:3.1e-06 ∣ avg_100 : 5.065772 ∣ l2loss : 4.946112 ∣ 
[  epoch 0030/0030] 0220/4800, lr:3.1e-06 ∣ avg_100 : 5.065345 ∣ l2loss : 5.092328 ∣ 
[  epoch 0030/0030] 0230/4800, lr:3.1e-06 ∣ avg_100 : 5.064680 ∣ l2loss : 5.028598 ∣ 
[  epoch 0030/0030] 0240/4800, lr:3.1e-06 ∣ avg_100 : 5.065992 ∣ l2loss : 5.244971 ∣ 
[  epoch 0030/0030] 0250/4800, lr:3.1e-06 ∣ avg_100 : 5.064130 ∣ l2loss : 4.855207 ∣ 
[  epoch 0030/0030] 0260/4800, lr:3.1e-06 ∣ avg_100 : 5.065733 ∣ l2loss : 4.993145 ∣ 
[  epoch 0030/0030] 0270/4800, lr:3.1e-06 ∣ avg_100 : 5.067952 ∣ l2loss : 5.275283 ∣ 
[  epoch 0030/0030] 0280/4800, lr:3.1e-06 ∣ avg_100 : 5.069394 ∣ l2loss : 5.163170 ∣ 
[  epoch 0030/0030] 0290/4800, lr:3.1e-06 ∣ avg_100 : 5.071598 ∣ l2loss : 5.344214 ∣ 
[  epoch 0030/0030] 0300/4800, lr:3.1e-06 ∣ avg_100 : 5.070031 ∣ l2loss : 5.114398 ∣ 
[  epoch 0030/0030] 0310/4800, lr:3.1e-06 ∣ avg_100 : 5.071759 ∣ l2loss : 5.232305 ∣ 
[  epoch 0030/0030] 0320/4800, lr:3.1e-06 ∣ avg_100 : 5.073776 ∣ l2loss : 5.107804 ∣ 
[  epoch 0030/0030] 0330/4800, lr:3.1e-06 ∣ avg_100 : 5.075760 ∣ l2loss : 5.182335 ∣ 
[  epoch 0030/0030] 0340/4800, lr:3.1e-06 ∣ avg_100 : 5.078268 ∣ l2loss : 5.317346 ∣ 
[  epoch 0030/0030] 0350/4800, lr:3.1e-06 ∣ avg_100 : 5.078427 ∣ l2loss : 5.066941 ∣ 
[  epoch 0030/0030] 0360/4800, lr:3.1e-06 ∣ avg_100 : 5.078843 ∣ l2loss : 4.963991 ∣ 
[  epoch 0030/0030] 0370/4800, lr:3.1e-06 ∣ avg_100 : 5.081745 ∣ l2loss : 5.209488 ∣ 
[  epoch 0030/0030] 0380/4800, lr:3.1e-06 ∣ avg_100 : 5.079929 ∣ l2loss : 4.963120 ∣ 
[  epoch 0030/0030] 0390/4800, lr:3.1e-06 ∣ avg_100 : 5.077471 ∣ l2loss : 4.835626 ∣ 
[  epoch 0030/0030] 0400/4800, lr:3.1e-06 ∣ avg_100 : 5.083250 ∣ l2loss : 5.335654 ∣ 
[  epoch 0030/0030] 0410/4800, lr:3.1e-06 ∣ avg_100 : 5.082427 ∣ l2loss : 5.058034 ∣ 
[  epoch 0030/0030] 0420/4800, lr:3.1e-06 ∣ avg_100 : 5.081448 ∣ l2loss : 5.004417 ∣ 
[  epoch 0030/0030] 0430/4800, lr:3.1e-06 ∣ avg_100 : 5.080189 ∣ l2loss : 5.030881 ∣ 
[  epoch 0030/0030] 0440/4800, lr:3.1e-06 ∣ avg_100 : 5.082626 ∣ l2loss : 5.120267 ∣ 
[  epoch 0030/0030] 0450/4800, lr:3.1e-06 ∣ avg_100 : 5.082512 ∣ l2loss : 5.029388 ∣ 
[  epoch 0030/0030] 0460/4800, lr:3.1e-06 ∣ avg_100 : 5.082287 ∣ l2loss : 4.971500 ∣ 
[  epoch 0030/0030] 0470/4800, lr:3.1e-06 ∣ avg_100 : 5.079775 ∣ l2loss : 4.795540 ∣ 
[  epoch 0030/0030] 0480/4800, lr:3.1e-06 ∣ avg_100 : 5.078213 ∣ l2loss : 5.009621 ∣ 
[  epoch 0030/0030] 0490/4800, lr:3.1e-06 ∣ avg_100 : 5.078991 ∣ l2loss : 5.273604 ∣ 
[  epoch 0030/0030] 0500/4800, lr:3.1e-06 ∣ avg_100 : 5.077428 ∣ l2loss : 4.811597 ∣ 
[  epoch 0030/0030] 0510/4800, lr:3.1e-06 ∣ avg_100 : 5.078829 ∣ l2loss : 5.143786 ∣ 
[  epoch 0030/0030] 0520/4800, lr:3.1e-06 ∣ avg_100 : 5.080075 ∣ l2loss : 5.257065 ∣ 
[  epoch 0030/0030] 0530/4800, lr:3.1e-06 ∣ avg_100 : 5.079035 ∣ l2loss : 4.893242 ∣ 
[  epoch 0030/0030] 0540/4800, lr:3.1e-06 ∣ avg_100 : 5.078927 ∣ l2loss : 5.061808 ∣ 
[  epoch 0030/0030] 0550/4800, lr:3.1e-06 ∣ avg_100 : 5.076096 ∣ l2loss : 4.889134 ∣ 
[  epoch 0030/0030] 0560/4800, lr:3.1e-06 ∣ avg_100 : 5.073594 ∣ l2loss : 4.945218 ∣ 
[  epoch 0030/0030] 0570/4800, lr:3.1e-06 ∣ avg_100 : 5.071644 ∣ l2loss : 4.954664 ∣ 
[  epoch 0030/0030] 0580/4800, lr:3.1e-06 ∣ avg_100 : 5.067286 ∣ l2loss : 4.984343 ∣ 
[  epoch 0030/0030] 0590/4800, lr:3.1e-06 ∣ avg_100 : 5.066803 ∣ l2loss : 5.122781 ∣ 
[  epoch 0030/0030] 0600/4800, lr:3.1e-06 ∣ avg_100 : 5.063904 ∣ l2loss : 5.011783 ∣ 
[  epoch 0030/0030] 0610/4800, lr:3.1e-06 ∣ avg_100 : 5.061849 ∣ l2loss : 5.061128 ∣ 
[  epoch 0030/0030] 0620/4800, lr:3.1e-06 ∣ avg_100 : 5.061322 ∣ l2loss : 5.021288 ∣ 
[  epoch 0030/0030] 0630/4800, lr:3.1e-06 ∣ avg_100 : 5.060342 ∣ l2loss : 5.033043 ∣ 
[  epoch 0030/0030] 0640/4800, lr:3.1e-06 ∣ avg_100 : 5.064453 ∣ l2loss : 5.383313 ∣ 
[  epoch 0030/0030] 0650/4800, lr:3.1e-06 ∣ avg_100 : 5.065670 ∣ l2loss : 5.104348 ∣ 
[  epoch 0030/0030] 0660/4800, lr:3.1e-06 ∣ avg_100 : 5.064658 ∣ l2loss : 5.058072 ∣ 
[  epoch 0030/0030] 0670/4800, lr:3.1e-06 ∣ avg_100 : 5.065412 ∣ l2loss : 5.262383 ∣ 
[  epoch 0030/0030] 0680/4800, lr:3.1e-06 ∣ avg_100 : 5.068633 ∣ l2loss : 5.171488 ∣ 
[  epoch 0030/0030] 0690/4800, lr:3.1e-06 ∣ avg_100 : 5.071369 ∣ l2loss : 5.217163 ∣ 
[  epoch 0030/0030] 0700/4800, lr:3.1e-06 ∣ avg_100 : 5.072514 ∣ l2loss : 4.982355 ∣ 
[  epoch 0030/0030] 0710/4800, lr:3.1e-06 ∣ avg_100 : 5.075146 ∣ l2loss : 5.131669 ∣ 
[  epoch 0030/0030] 0720/4800, lr:3.1e-06 ∣ avg_100 : 5.074175 ∣ l2loss : 5.059912 ∣ 
[  epoch 0030/0030] 0730/4800, lr:3.1e-06 ∣ avg_100 : 5.072812 ∣ l2loss : 5.110311 ∣ 
[  epoch 0030/0030] 0740/4800, lr:3.1e-06 ∣ avg_100 : 5.075228 ∣ l2loss : 5.034864 ∣ 
[  epoch 0030/0030] 0750/4800, lr:3.1e-06 ∣ avg_100 : 5.076282 ∣ l2loss : 5.027405 ∣ 
[  epoch 0030/0030] 0760/4800, lr:3.1e-06 ∣ avg_100 : 5.075705 ∣ l2loss : 4.863939 ∣ 
[  epoch 0030/0030] 0770/4800, lr:3.1e-06 ∣ avg_100 : 5.076189 ∣ l2loss : 5.197353 ∣ 
[  epoch 0030/0030] 0780/4800, lr:3.1e-06 ∣ avg_100 : 5.078303 ∣ l2loss : 5.169244 ∣ 
[  epoch 0030/0030] 0790/4800, lr:3.1e-06 ∣ avg_100 : 5.078976 ∣ l2loss : 5.058245 ∣ 
[  epoch 0030/0030] 0800/4800, lr:3.1e-06 ∣ avg_100 : 5.078272 ∣ l2loss : 5.123608 ∣ 
[  epoch 0030/0030] 0810/4800, lr:3.1e-06 ∣ avg_100 : 5.073888 ∣ l2loss : 4.860937 ∣ 
[  epoch 0030/0030] 0820/4800, lr:3.1e-06 ∣ avg_100 : 5.075412 ∣ l2loss : 5.074590 ∣ 
[  epoch 0030/0030] 0830/4800, lr:3.1e-06 ∣ avg_100 : 5.080807 ∣ l2loss : 5.558725 ∣ 
[  epoch 0030/0030] 0840/4800, lr:3.1e-06 ∣ avg_100 : 5.080086 ∣ l2loss : 5.094294 ∣ 
[  epoch 0030/0030] 0850/4800, lr:3.1e-06 ∣ avg_100 : 5.077137 ∣ l2loss : 4.971765 ∣ 
[  epoch 0030/0030] 0860/4800, lr:3.1e-06 ∣ avg_100 : 5.077713 ∣ l2loss : 5.168964 ∣ 
[  epoch 0030/0030] 0870/4800, lr:3.1e-06 ∣ avg_100 : 5.075728 ∣ l2loss : 4.908547 ∣ 
[  epoch 0030/0030] 0880/4800, lr:3.1e-06 ∣ avg_100 : 5.078877 ∣ l2loss : 5.148022 ∣ 
[  epoch 0030/0030] 0890/4800, lr:3.1e-06 ∣ avg_100 : 5.080622 ∣ l2loss : 5.063553 ∣ 
[  epoch 0030/0030] 0900/4800, lr:3.1e-06 ∣ avg_100 : 5.080553 ∣ l2loss : 4.970562 ∣ 
[  epoch 0030/0030] 0910/4800, lr:3.1e-06 ∣ avg_100 : 5.077709 ∣ l2loss : 5.034622 ∣ 
[  epoch 0030/0030] 0920/4800, lr:3.1e-06 ∣ avg_100 : 5.072343 ∣ l2loss : 4.772105 ∣ 
[  epoch 0030/0030] 0930/4800, lr:3.1e-06 ∣ avg_100 : 5.072560 ∣ l2loss : 5.046661 ∣ 
[  epoch 0030/0030] 0940/4800, lr:3.1e-06 ∣ avg_100 : 5.070551 ∣ l2loss : 5.028303 ∣ 
[  epoch 0030/0030] 0950/4800, lr:3.1e-06 ∣ avg_100 : 5.069578 ∣ l2loss : 4.971920 ∣ 
[  epoch 0030/0030] 0960/4800, lr:3.1e-06 ∣ avg_100 : 5.070834 ∣ l2loss : 5.207147 ∣ 
[  epoch 0030/0030] 0970/4800, lr:3.1e-06 ∣ avg_100 : 5.071505 ∣ l2loss : 5.245304 ∣ 
[  epoch 0030/0030] 0980/4800, lr:3.1e-06 ∣ avg_100 : 5.068305 ∣ l2loss : 4.869745 ∣ 
[  epoch 0030/0030] 0990/4800, lr:3.1e-06 ∣ avg_100 : 5.068397 ∣ l2loss : 5.314838 ∣ 
[  epoch 0030/0030] 1000/4800, lr:3.1e-06 ∣ avg_100 : 5.069119 ∣ l2loss : 4.982483 ∣ 
[  epoch 0030/0030] 1010/4800, lr:3.1e-06 ∣ avg_100 : 5.068622 ∣ l2loss : 4.990303 ∣ 
[  epoch 0030/0030] 1020/4800, lr:3.1e-06 ∣ avg_100 : 5.066893 ∣ l2loss : 5.011621 ∣ 
[  epoch 0030/0030] 1030/4800, lr:3.1e-06 ∣ avg_100 : 5.066468 ∣ l2loss : 5.007243 ∣ 
[  epoch 0030/0030] 1040/4800, lr:3.1e-06 ∣ avg_100 : 5.064940 ∣ l2loss : 4.787136 ∣ 
[  epoch 0030/0030] 1050/4800, lr:3.1e-06 ∣ avg_100 : 5.063973 ∣ l2loss : 4.990260 ∣ 
[  epoch 0030/0030] 1060/4800, lr:3.1e-06 ∣ avg_100 : 5.063646 ∣ l2loss : 5.057476 ∣ 
[  epoch 0030/0030] 1070/4800, lr:3.1e-06 ∣ avg_100 : 5.060869 ∣ l2loss : 4.921861 ∣ 
[  epoch 0030/0030] 1080/4800, lr:3.1e-06 ∣ avg_100 : 5.059095 ∣ l2loss : 5.038598 ∣ 
[  epoch 0030/0030] 1090/4800, lr:3.1e-06 ∣ avg_100 : 5.057685 ∣ l2loss : 4.807277 ∣ 
[  epoch 0030/0030] 1100/4800, lr:3.1e-06 ∣ avg_100 : 5.059645 ∣ l2loss : 5.157513 ∣ 
[  epoch 0030/0030] 1110/4800, lr:3.1e-06 ∣ avg_100 : 5.063238 ∣ l2loss : 5.298192 ∣ 
[  epoch 0030/0030] 1120/4800, lr:3.1e-06 ∣ avg_100 : 5.063201 ∣ l2loss : 5.003486 ∣ 
[  epoch 0030/0030] 1130/4800, lr:3.1e-06 ∣ avg_100 : 5.064701 ∣ l2loss : 5.194037 ∣ 
[  epoch 0030/0030] 1140/4800, lr:3.1e-06 ∣ avg_100 : 5.067753 ∣ l2loss : 5.174951 ∣ 
[  epoch 0030/0030] 1150/4800, lr:3.1e-06 ∣ avg_100 : 5.066408 ∣ l2loss : 4.980489 ∣ 
[  epoch 0030/0030] 1160/4800, lr:3.1e-06 ∣ avg_100 : 5.067345 ∣ l2loss : 5.099680 ∣ 
[  epoch 0030/0030] 1170/4800, lr:3.1e-06 ∣ avg_100 : 5.066536 ∣ l2loss : 4.855962 ∣ 
[  epoch 0030/0030] 1180/4800, lr:3.1e-06 ∣ avg_100 : 5.064773 ∣ l2loss : 5.031542 ∣ 
[  epoch 0030/0030] 1190/4800, lr:3.1e-06 ∣ avg_100 : 5.064580 ∣ l2loss : 5.057386 ∣ 
[  epoch 0030/0030] 1200/4800, lr:3.1e-06 ∣ avg_100 : 5.063969 ∣ l2loss : 4.926912 ∣ 
[  epoch 0030/0030] 1210/4800, lr:3.1e-06 ∣ avg_100 : 5.063780 ∣ l2loss : 4.927245 ∣ 
[  epoch 0030/0030] 1220/4800, lr:3.1e-06 ∣ avg_100 : 5.065687 ∣ l2loss : 5.283006 ∣ 
[  epoch 0030/0030] 1230/4800, lr:3.1e-06 ∣ avg_100 : 5.065307 ∣ l2loss : 4.990629 ∣ 
[  epoch 0030/0030] 1240/4800, lr:3.1e-06 ∣ avg_100 : 5.064293 ∣ l2loss : 5.143596 ∣ 
[  epoch 0030/0030] 1250/4800, lr:3.1e-06 ∣ avg_100 : 5.064755 ∣ l2loss : 4.901385 ∣ 
[  epoch 0030/0030] 1260/4800, lr:3.1e-06 ∣ avg_100 : 5.064503 ∣ l2loss : 4.967915 ∣ 
[  epoch 0030/0030] 1270/4800, lr:3.1e-06 ∣ avg_100 : 5.061265 ∣ l2loss : 4.951528 ∣ 
[  epoch 0030/0030] 1280/4800, lr:3.1e-06 ∣ avg_100 : 5.057890 ∣ l2loss : 4.825656 ∣ 
[  epoch 0030/0030] 1290/4800, lr:3.1e-06 ∣ avg_100 : 5.055997 ∣ l2loss : 5.154943 ∣ 
[  epoch 0030/0030] 1300/4800, lr:3.1e-06 ∣ avg_100 : 5.055277 ∣ l2loss : 5.042344 ∣ 
[  epoch 0030/0030] 1310/4800, lr:3.1e-06 ∣ avg_100 : 5.053555 ∣ l2loss : 5.060125 ∣ 
[  epoch 0030/0030] 1320/4800, lr:3.1e-06 ∣ avg_100 : 5.054356 ∣ l2loss : 5.187952 ∣ 
[  epoch 0030/0030] 1330/4800, lr:3.1e-06 ∣ avg_100 : 5.053408 ∣ l2loss : 5.087444 ∣ 
[  epoch 0030/0030] 1340/4800, lr:3.1e-06 ∣ avg_100 : 5.052798 ∣ l2loss : 5.256440 ∣ 
[  epoch 0030/0030] 1350/4800, lr:3.1e-06 ∣ avg_100 : 5.052303 ∣ l2loss : 5.017441 ∣ 
[  epoch 0030/0030] 1360/4800, lr:3.1e-06 ∣ avg_100 : 5.052057 ∣ l2loss : 4.939302 ∣ 
[  epoch 0030/0030] 1370/4800, lr:3.1e-06 ∣ avg_100 : 5.050087 ∣ l2loss : 5.012554 ∣ 
[  epoch 0030/0030] 1380/4800, lr:3.1e-06 ∣ avg_100 : 5.052673 ∣ l2loss : 5.221699 ∣ 
[  epoch 0030/0030] 1390/4800, lr:3.1e-06 ∣ avg_100 : 5.052644 ∣ l2loss : 4.832754 ∣ 
[  epoch 0030/0030] 1400/4800, lr:3.1e-06 ∣ avg_100 : 5.046778 ∣ l2loss : 4.748996 ∣ 
[  epoch 0030/0030] 1410/4800, lr:3.1e-06 ∣ avg_100 : 5.046715 ∣ l2loss : 5.051764 ∣ 
[  epoch 0030/0030] 1420/4800, lr:3.1e-06 ∣ avg_100 : 5.048429 ∣ l2loss : 5.175781 ∣ 
[  epoch 0030/0030] 1430/4800, lr:3.1e-06 ∣ avg_100 : 5.049987 ∣ l2loss : 5.186730 ∣ 
[  epoch 0030/0030] 1440/4800, lr:3.1e-06 ∣ avg_100 : 5.049360 ∣ l2loss : 5.057580 ∣ 
[  epoch 0030/0030] 1450/4800, lr:3.1e-06 ∣ avg_100 : 5.049211 ∣ l2loss : 5.014505 ∣ 
[  epoch 0030/0030] 1460/4800, lr:3.1e-06 ∣ avg_100 : 5.048801 ∣ l2loss : 4.930430 ∣ 
[  epoch 0030/0030] 1470/4800, lr:3.1e-06 ∣ avg_100 : 5.049200 ∣ l2loss : 4.835448 ∣ 
[  epoch 0030/0030] 1480/4800, lr:3.1e-06 ∣ avg_100 : 5.048843 ∣ l2loss : 4.973983 ∣ 
[  epoch 0030/0030] 1490/4800, lr:3.1e-06 ∣ avg_100 : 5.049052 ∣ l2loss : 5.294453 ∣ 
[  epoch 0030/0030] 1500/4800, lr:3.1e-06 ∣ avg_100 : 5.052946 ∣ l2loss : 5.200976 ∣ 
[  epoch 0030/0030] 1510/4800, lr:3.1e-06 ∣ avg_100 : 5.053004 ∣ l2loss : 5.149641 ∣ 
[  epoch 0030/0030] 1520/4800, lr:3.1e-06 ∣ avg_100 : 5.051336 ∣ l2loss : 5.090253 ∣ 
[  epoch 0030/0030] 1530/4800, lr:3.1e-06 ∣ avg_100 : 5.054169 ∣ l2loss : 5.176544 ∣ 
[  epoch 0030/0030] 1540/4800, lr:3.1e-06 ∣ avg_100 : 5.052196 ∣ l2loss : 4.864521 ∣ 
[  epoch 0030/0030] 1550/4800, lr:3.1e-06 ∣ avg_100 : 5.053956 ∣ l2loss : 5.065101 ∣ 
[  epoch 0030/0030] 1560/4800, lr:3.1e-06 ∣ avg_100 : 5.054624 ∣ l2loss : 5.012008 ∣ 
[  epoch 0030/0030] 1570/4800, lr:3.1e-06 ∣ avg_100 : 5.054686 ∣ l2loss : 4.960879 ∣ 
[  epoch 0030/0030] 1580/4800, lr:3.1e-06 ∣ avg_100 : 5.055236 ∣ l2loss : 5.039312 ∣ 
[  epoch 0030/0030] 1590/4800, lr:3.1e-06 ∣ avg_100 : 5.052455 ∣ l2loss : 4.844750 ∣ 
[  epoch 0030/0030] 1600/4800, lr:3.1e-06 ∣ avg_100 : 5.051815 ∣ l2loss : 4.947722 ∣ 
[  epoch 0030/0030] 1610/4800, lr:3.1e-06 ∣ avg_100 : 5.049802 ∣ l2loss : 4.859840 ∣ 
[  epoch 0030/0030] 1620/4800, lr:3.1e-06 ∣ avg_100 : 5.049659 ∣ l2loss : 5.007027 ∣ 
[  epoch 0030/0030] 1630/4800, lr:3.1e-06 ∣ avg_100 : 5.049660 ∣ l2loss : 5.033130 ∣ 
[  epoch 0030/0030] 1640/4800, lr:3.1e-06 ∣ avg_100 : 5.048690 ∣ l2loss : 5.286261 ∣ 
[  epoch 0030/0030] 1650/4800, lr:3.1e-06 ∣ avg_100 : 5.049396 ∣ l2loss : 5.174998 ∣ 
[  epoch 0030/0030] 1660/4800, lr:3.1e-06 ∣ avg_100 : 5.049329 ∣ l2loss : 5.051355 ∣ 
[  epoch 0030/0030] 1670/4800, lr:3.1e-06 ∣ avg_100 : 5.046969 ∣ l2loss : 5.026385 ∣ 
[  epoch 0030/0030] 1680/4800, lr:3.1e-06 ∣ avg_100 : 5.046604 ∣ l2loss : 5.134965 ∣ 
[  epoch 0030/0030] 1690/4800, lr:3.1e-06 ∣ avg_100 : 5.042475 ∣ l2loss : 4.804237 ∣ 
[  epoch 0030/0030] 1700/4800, lr:3.1e-06 ∣ avg_100 : 5.043877 ∣ l2loss : 5.122576 ∣ 
[  epoch 0030/0030] 1710/4800, lr:3.1e-06 ∣ avg_100 : 5.042232 ∣ l2loss : 4.967170 ∣ 
[  epoch 0030/0030] 1720/4800, lr:3.1e-06 ∣ avg_100 : 5.043898 ∣ l2loss : 5.226567 ∣ 
[  epoch 0030/0030] 1730/4800, lr:3.1e-06 ∣ avg_100 : 5.042287 ∣ l2loss : 4.949167 ∣ 
[  epoch 0030/0030] 1740/4800, lr:3.1e-06 ∣ avg_100 : 5.042501 ∣ l2loss : 5.056308 ∣ 
[  epoch 0030/0030] 1750/4800, lr:3.1e-06 ∣ avg_100 : 5.043056 ∣ l2loss : 5.082907 ∣ 
[  epoch 0030/0030] 1760/4800, lr:3.1e-06 ∣ avg_100 : 5.045336 ∣ l2loss : 5.091917 ∣ 
[  epoch 0030/0030] 1770/4800, lr:3.1e-06 ∣ avg_100 : 5.044858 ∣ l2loss : 5.149573 ∣ 
[  epoch 0030/0030] 1780/4800, lr:3.1e-06 ∣ avg_100 : 5.044787 ∣ l2loss : 5.162142 ∣ 
[  epoch 0030/0030] 1790/4800, lr:3.1e-06 ∣ avg_100 : 5.046645 ∣ l2loss : 5.243998 ∣ 
[  epoch 0030/0030] 1800/4800, lr:3.1e-06 ∣ avg_100 : 5.047254 ∣ l2loss : 5.184554 ∣ 
[  epoch 0030/0030] 1810/4800, lr:3.1e-06 ∣ avg_100 : 5.050292 ∣ l2loss : 5.164663 ∣ 
[  epoch 0030/0030] 1820/4800, lr:3.1e-06 ∣ avg_100 : 5.050813 ∣ l2loss : 5.126713 ∣ 
[  epoch 0030/0030] 1830/4800, lr:3.1e-06 ∣ avg_100 : 5.046226 ∣ l2loss : 5.100055 ∣ 
[  epoch 0030/0030] 1840/4800, lr:3.1e-06 ∣ avg_100 : 5.048939 ∣ l2loss : 5.365609 ∣ 
[  epoch 0030/0030] 1850/4800, lr:3.1e-06 ∣ avg_100 : 5.051522 ∣ l2loss : 5.230012 ∣ 
[  epoch 0030/0030] 1860/4800, lr:3.1e-06 ∣ avg_100 : 5.051395 ∣ l2loss : 5.156277 ∣ 
[  epoch 0030/0030] 1870/4800, lr:3.1e-06 ∣ avg_100 : 5.052535 ∣ l2loss : 5.022583 ∣ 
[  epoch 0030/0030] 1880/4800, lr:3.1e-06 ∣ avg_100 : 5.050955 ∣ l2loss : 4.989993 ∣ 
[  epoch 0030/0030] 1890/4800, lr:3.1e-06 ∣ avg_100 : 5.051286 ∣ l2loss : 5.096701 ∣ 
[  epoch 0030/0030] 1900/4800, lr:3.1e-06 ∣ avg_100 : 5.051149 ∣ l2loss : 4.956861 ∣ 
[  epoch 0030/0030] 1910/4800, lr:3.1e-06 ∣ avg_100 : 5.051442 ∣ l2loss : 5.063842 ∣ 
[  epoch 0030/0030] 1920/4800, lr:3.1e-06 ∣ avg_100 : 5.054580 ∣ l2loss : 5.085911 ∣ 
[  epoch 0030/0030] 1930/4800, lr:3.1e-06 ∣ avg_100 : 5.054637 ∣ l2loss : 5.052399 ∣ 
[  epoch 0030/0030] 1940/4800, lr:3.1e-06 ∣ avg_100 : 5.052663 ∣ l2loss : 4.830938 ∣ 
[  epoch 0030/0030] 1950/4800, lr:3.1e-06 ∣ avg_100 : 5.052186 ∣ l2loss : 4.924141 ∣ 
[  epoch 0030/0030] 1960/4800, lr:3.1e-06 ∣ avg_100 : 5.050455 ∣ l2loss : 5.034085 ∣ 
[  epoch 0030/0030] 1970/4800, lr:3.1e-06 ∣ avg_100 : 5.045544 ∣ l2loss : 4.754248 ∣ 
[  epoch 0030/0030] 1980/4800, lr:3.1e-06 ∣ avg_100 : 5.046661 ∣ l2loss : 4.981447 ∣ 
[  epoch 0030/0030] 1990/4800, lr:3.1e-06 ∣ avg_100 : 5.044070 ∣ l2loss : 5.055684 ∣ 
[  epoch 0030/0030] 2000/4800, lr:3.1e-06 ∣ avg_100 : 5.045935 ∣ l2loss : 5.168998 ∣ 
[  epoch 0030/0030] 2010/4800, lr:3.1e-06 ∣ avg_100 : 5.045541 ∣ l2loss : 4.950942 ∣ 
[  epoch 0030/0030] 2020/4800, lr:3.1e-06 ∣ avg_100 : 5.045259 ∣ l2loss : 4.983375 ∣ 
[  epoch 0030/0030] 2030/4800, lr:3.1e-06 ∣ avg_100 : 5.045035 ∣ l2loss : 4.984890 ∣ 
[  epoch 0030/0030] 2040/4800, lr:3.1e-06 ∣ avg_100 : 5.048575 ∣ l2loss : 5.141089 ∣ 
[  epoch 0030/0030] 2050/4800, lr:3.1e-06 ∣ avg_100 : 5.050120 ∣ l2loss : 5.144818 ∣ 
[  epoch 0030/0030] 2060/4800, lr:3.1e-06 ∣ avg_100 : 5.047232 ∣ l2loss : 4.768639 ∣ 
[  epoch 0030/0030] 2070/4800, lr:3.1e-06 ∣ avg_100 : 5.048361 ∣ l2loss : 5.034712 ∣ 
[  epoch 0030/0030] 2080/4800, lr:3.1e-06 ∣ avg_100 : 5.047619 ∣ l2loss : 4.964466 ∣ 
[  epoch 0030/0030] 2090/4800, lr:3.1e-06 ∣ avg_100 : 5.051445 ∣ l2loss : 5.189852 ∣ 
[  epoch 0030/0030] 2100/4800, lr:3.1e-06 ∣ avg_100 : 5.048749 ∣ l2loss : 4.887939 ∣ 
[  epoch 0030/0030] 2110/4800, lr:3.1e-06 ∣ avg_100 : 5.045831 ∣ l2loss : 5.006313 ∣ 
[  epoch 0030/0030] 2120/4800, lr:3.1e-06 ∣ avg_100 : 5.046364 ∣ l2loss : 5.056866 ∣ 
[  epoch 0030/0030] 2130/4800, lr:3.1e-06 ∣ avg_100 : 5.047693 ∣ l2loss : 5.326887 ∣ 
[  epoch 0030/0030] 2140/4800, lr:3.1e-06 ∣ avg_100 : 5.047159 ∣ l2loss : 5.121615 ∣ 
[  epoch 0030/0030] 2150/4800, lr:3.1e-06 ∣ avg_100 : 5.047789 ∣ l2loss : 5.043397 ∣ 
[  epoch 0030/0030] 2160/4800, lr:3.1e-06 ∣ avg_100 : 5.050336 ∣ l2loss : 5.354390 ∣ 
[  epoch 0030/0030] 2170/4800, lr:3.1e-06 ∣ avg_100 : 5.052612 ∣ l2loss : 5.083587 ∣ 
[  epoch 0030/0030] 2180/4800, lr:3.1e-06 ∣ avg_100 : 5.056319 ∣ l2loss : 5.402254 ∣ 
[  epoch 0030/0030] 2190/4800, lr:3.1e-06 ∣ avg_100 : 5.057590 ∣ l2loss : 5.184489 ∣ 
[  epoch 0030/0030] 2200/4800, lr:3.1e-06 ∣ avg_100 : 5.059575 ∣ l2loss : 5.125382 ∣ 
[  epoch 0030/0030] 2210/4800, lr:3.1e-06 ∣ avg_100 : 5.061703 ∣ l2loss : 5.140041 ∣ 
[  epoch 0030/0030] 2220/4800, lr:3.1e-06 ∣ avg_100 : 5.060772 ∣ l2loss : 5.189985 ∣ 
[  epoch 0030/0030] 2230/4800, lr:3.1e-06 ∣ avg_100 : 5.062990 ∣ l2loss : 5.212361 ∣ 
[  epoch 0030/0030] 2240/4800, lr:3.1e-06 ∣ avg_100 : 5.064721 ∣ l2loss : 5.316685 ∣ 
[  epoch 0030/0030] 2250/4800, lr:3.1e-06 ∣ avg_100 : 5.068743 ∣ l2loss : 5.303592 ∣ 
[  epoch 0030/0030] 2260/4800, lr:3.1e-06 ∣ avg_100 : 5.069925 ∣ l2loss : 5.086130 ∣ 
[  epoch 0030/0030] 2270/4800, lr:3.1e-06 ∣ avg_100 : 5.070355 ∣ l2loss : 4.994520 ∣ 
[  epoch 0030/0030] 2280/4800, lr:3.1e-06 ∣ avg_100 : 5.070132 ∣ l2loss : 4.803355 ∣ 
[  epoch 0030/0030] 2290/4800, lr:3.1e-06 ∣ avg_100 : 5.069240 ∣ l2loss : 5.065726 ∣ 
[  epoch 0030/0030] 2300/4800, lr:3.1e-06 ∣ avg_100 : 5.071118 ∣ l2loss : 5.230170 ∣ 
[  epoch 0030/0030] 2310/4800, lr:3.1e-06 ∣ avg_100 : 5.073502 ∣ l2loss : 5.298572 ∣ 
[  epoch 0030/0030] 2320/4800, lr:3.1e-06 ∣ avg_100 : 5.074809 ∣ l2loss : 5.318588 ∣ 
[  epoch 0030/0030] 2330/4800, lr:3.1e-06 ∣ avg_100 : 5.076030 ∣ l2loss : 5.209593 ∣ 
[  epoch 0030/0030] 2340/4800, lr:3.1e-06 ∣ avg_100 : 5.073766 ∣ l2loss : 5.030058 ∣ 
[  epoch 0030/0030] 2350/4800, lr:3.1e-06 ∣ avg_100 : 5.075457 ∣ l2loss : 5.186541 ∣ 
[  epoch 0030/0030] 2360/4800, lr:3.1e-06 ∣ avg_100 : 5.077659 ∣ l2loss : 5.159452 ∣ 
[  epoch 0030/0030] 2370/4800, lr:3.1e-06 ∣ avg_100 : 5.080369 ∣ l2loss : 5.283540 ∣ 
[  epoch 0030/0030] 2380/4800, lr:3.1e-06 ∣ avg_100 : 5.077310 ∣ l2loss : 4.915784 ∣ 
[  epoch 0030/0030] 2390/4800, lr:3.1e-06 ∣ avg_100 : 5.079372 ∣ l2loss : 5.039002 ∣ 
[  epoch 0030/0030] 2400/4800, lr:3.1e-06 ∣ avg_100 : 5.082638 ∣ l2loss : 5.075612 ∣ 
[  epoch 0030/0030] 2410/4800, lr:3.1e-06 ∣ avg_100 : 5.080380 ∣ l2loss : 4.825903 ∣ 
[  epoch 0030/0030] 2420/4800, lr:3.1e-06 ∣ avg_100 : 5.077112 ∣ l2loss : 4.849046 ∣ 
[  epoch 0030/0030] 2430/4800, lr:3.1e-06 ∣ avg_100 : 5.076220 ∣ l2loss : 5.097456 ∣ 
[  epoch 0030/0030] 2440/4800, lr:3.1e-06 ∣ avg_100 : 5.073589 ∣ l2loss : 4.794522 ∣ 
[  epoch 0030/0030] 2450/4800, lr:3.1e-06 ∣ avg_100 : 5.074606 ∣ l2loss : 5.116166 ∣ 
[  epoch 0030/0030] 2460/4800, lr:3.1e-06 ∣ avg_100 : 5.078113 ∣ l2loss : 5.281154 ∣ 
[  epoch 0030/0030] 2470/4800, lr:3.1e-06 ∣ avg_100 : 5.083039 ∣ l2loss : 5.328049 ∣ 
[  epoch 0030/0030] 2480/4800, lr:3.1e-06 ∣ avg_100 : 5.083629 ∣ l2loss : 5.032988 ∣ 
[  epoch 0030/0030] 2490/4800, lr:3.1e-06 ∣ avg_100 : 5.082271 ∣ l2loss : 5.158686 ∣ 
[  epoch 0030/0030] 2500/4800, lr:3.1e-06 ∣ avg_100 : 5.081005 ∣ l2loss : 5.074369 ∣ 
[  epoch 0030/0030] 2510/4800, lr:3.1e-06 ∣ avg_100 : 5.080035 ∣ l2loss : 5.052583 ∣ 
[  epoch 0030/0030] 2520/4800, lr:3.1e-06 ∣ avg_100 : 5.079593 ∣ l2loss : 5.046102 ∣ 
[  epoch 0030/0030] 2530/4800, lr:3.1e-06 ∣ avg_100 : 5.078882 ∣ l2loss : 5.105423 ∣ 
[  epoch 0030/0030] 2540/4800, lr:3.1e-06 ∣ avg_100 : 5.081177 ∣ l2loss : 5.094057 ∣ 
[  epoch 0030/0030] 2550/4800, lr:3.1e-06 ∣ avg_100 : 5.081952 ∣ l2loss : 5.142624 ∣ 
[  epoch 0030/0030] 2560/4800, lr:3.1e-06 ∣ avg_100 : 5.081821 ∣ l2loss : 4.998820 ∣ 
[  epoch 0030/0030] 2570/4800, lr:3.1e-06 ∣ avg_100 : 5.082952 ∣ l2loss : 5.073982 ∣ 
[  epoch 0030/0030] 2580/4800, lr:3.1e-06 ∣ avg_100 : 5.083081 ∣ l2loss : 5.052260 ∣ 
[  epoch 0030/0030] 2590/4800, lr:3.1e-06 ∣ avg_100 : 5.085362 ∣ l2loss : 5.072822 ∣ 
[  epoch 0030/0030] 2600/4800, lr:3.1e-06 ∣ avg_100 : 5.087762 ∣ l2loss : 5.187693 ∣ 
[  epoch 0030/0030] 2610/4800, lr:3.1e-06 ∣ avg_100 : 5.090337 ∣ l2loss : 5.117391 ∣ 
[  epoch 0030/0030] 2620/4800, lr:3.1e-06 ∣ avg_100 : 5.091560 ∣ l2loss : 5.129285 ∣ 
[  epoch 0030/0030] 2630/4800, lr:3.1e-06 ∣ avg_100 : 5.093002 ∣ l2loss : 5.177381 ∣ 
[  epoch 0030/0030] 2640/4800, lr:3.1e-06 ∣ avg_100 : 5.088867 ∣ l2loss : 4.872769 ∣ 
[  epoch 0030/0030] 2650/4800, lr:3.1e-06 ∣ avg_100 : 5.087831 ∣ l2loss : 5.071355 ∣ 
[  epoch 0030/0030] 2660/4800, lr:3.1e-06 ∣ avg_100 : 5.087857 ∣ l2loss : 5.054015 ∣ 
[  epoch 0030/0030] 2670/4800, lr:3.1e-06 ∣ avg_100 : 5.088372 ∣ l2loss : 5.077804 ∣ 
[  epoch 0030/0030] 2680/4800, lr:3.1e-06 ∣ avg_100 : 5.086641 ∣ l2loss : 4.961858 ∣ 
[  epoch 0030/0030] 2690/4800, lr:3.1e-06 ∣ avg_100 : 5.089742 ∣ l2loss : 5.114428 ∣ 
[  epoch 0030/0030] 2700/4800, lr:3.1e-06 ∣ avg_100 : 5.088207 ∣ l2loss : 4.969079 ∣ 
[  epoch 0030/0030] 2710/4800, lr:3.1e-06 ∣ avg_100 : 5.090132 ∣ l2loss : 5.159611 ∣ 
[  epoch 0030/0030] 2720/4800, lr:3.1e-06 ∣ avg_100 : 5.089886 ∣ l2loss : 5.202002 ∣ 
[  epoch 0030/0030] 2730/4800, lr:3.1e-06 ∣ avg_100 : 5.091444 ∣ l2loss : 5.104993 ∣ 
[  epoch 0030/0030] 2740/4800, lr:3.1e-06 ∣ avg_100 : 5.091091 ∣ l2loss : 5.020980 ∣ 
[  epoch 0030/0030] 2750/4800, lr:3.1e-06 ∣ avg_100 : 5.091404 ∣ l2loss : 5.114153 ∣ 
[  epoch 0030/0030] 2760/4800, lr:3.1e-06 ∣ avg_100 : 5.091217 ∣ l2loss : 5.073249 ∣ 
[  epoch 0030/0030] 2770/4800, lr:3.1e-06 ∣ avg_100 : 5.092860 ∣ l2loss : 5.313902 ∣ 
[  epoch 0030/0030] 2780/4800, lr:3.1e-06 ∣ avg_100 : 5.091273 ∣ l2loss : 5.003406 ∣ 
[  epoch 0030/0030] 2790/4800, lr:3.1e-06 ∣ avg_100 : 5.089935 ∣ l2loss : 5.110181 ∣ 
[  epoch 0030/0030] 2800/4800, lr:3.1e-06 ∣ avg_100 : 5.088494 ∣ l2loss : 5.040440 ∣ 
[  epoch 0030/0030] 2810/4800, lr:3.1e-06 ∣ avg_100 : 5.087203 ∣ l2loss : 5.035591 ∣ 
[  epoch 0030/0030] 2820/4800, lr:3.1e-06 ∣ avg_100 : 5.086982 ∣ l2loss : 5.104612 ∣ 
[  epoch 0030/0030] 2830/4800, lr:3.1e-06 ∣ avg_100 : 5.089001 ∣ l2loss : 5.301930 ∣ 
[  epoch 0030/0030] 2840/4800, lr:3.1e-06 ∣ avg_100 : 5.085728 ∣ l2loss : 5.038322 ∣ 
[  epoch 0030/0030] 2850/4800, lr:3.1e-06 ∣ avg_100 : 5.084276 ∣ l2loss : 5.084845 ∣ 
[  epoch 0030/0030] 2860/4800, lr:3.1e-06 ∣ avg_100 : 5.081033 ∣ l2loss : 4.831922 ∣ 
[  epoch 0030/0030] 2870/4800, lr:3.1e-06 ∣ avg_100 : 5.082779 ∣ l2loss : 5.197200 ∣ 
[  epoch 0030/0030] 2880/4800, lr:3.1e-06 ∣ avg_100 : 5.080063 ∣ l2loss : 4.718411 ∣ 
[  epoch 0030/0030] 2890/4800, lr:3.1e-06 ∣ avg_100 : 5.082058 ∣ l2loss : 5.296221 ∣ 
[  epoch 0030/0030] 2900/4800, lr:3.1e-06 ∣ avg_100 : 5.082615 ∣ l2loss : 5.012547 ∣ 
[  epoch 0030/0030] 2910/4800, lr:3.1e-06 ∣ avg_100 : 5.082941 ∣ l2loss : 5.096475 ∣ 
[  epoch 0030/0030] 2920/4800, lr:3.1e-06 ∣ avg_100 : 5.082253 ∣ l2loss : 5.017086 ∣ 
[  epoch 0030/0030] 2930/4800, lr:3.1e-06 ∣ avg_100 : 5.083520 ∣ l2loss : 5.179113 ∣ 
[  epoch 0030/0030] 2940/4800, lr:3.1e-06 ∣ avg_100 : 5.085130 ∣ l2loss : 4.991907 ∣ 
[  epoch 0030/0030] 2950/4800, lr:3.1e-06 ∣ avg_100 : 5.087894 ∣ l2loss : 5.200557 ∣ 
[  epoch 0030/0030] 2960/4800, lr:3.1e-06 ∣ avg_100 : 5.087720 ∣ l2loss : 5.016716 ∣ 
[  epoch 0030/0030] 2970/4800, lr:3.1e-06 ∣ avg_100 : 5.090280 ∣ l2loss : 5.010178 ∣ 
[  epoch 0030/0030] 2980/4800, lr:3.1e-06 ∣ avg_100 : 5.091589 ∣ l2loss : 5.112356 ∣ 
[  epoch 0030/0030] 2990/4800, lr:3.1e-06 ∣ avg_100 : 5.093270 ∣ l2loss : 5.223838 ∣ 
[  epoch 0030/0030] 3000/4800, lr:3.1e-06 ∣ avg_100 : 5.090275 ∣ l2loss : 4.869485 ∣ 
[  epoch 0030/0030] 3010/4800, lr:3.1e-06 ∣ avg_100 : 5.093137 ∣ l2loss : 5.237168 ∣ 
[  epoch 0030/0030] 3020/4800, lr:3.1e-06 ∣ avg_100 : 5.095330 ∣ l2loss : 5.202614 ∣ 
[  epoch 0030/0030] 3030/4800, lr:3.1e-06 ∣ avg_100 : 5.096072 ∣ l2loss : 5.059099 ∣ 
[  epoch 0030/0030] 3040/4800, lr:3.1e-06 ∣ avg_100 : 5.096187 ∣ l2loss : 5.152602 ∣ 
[  epoch 0030/0030] 3050/4800, lr:3.1e-06 ∣ avg_100 : 5.095211 ∣ l2loss : 5.047250 ∣ 
[  epoch 0030/0030] 3060/4800, lr:3.1e-06 ∣ avg_100 : 5.098419 ∣ l2loss : 5.089432 ∣ 
[  epoch 0030/0030] 3070/4800, lr:3.1e-06 ∣ avg_100 : 5.100354 ∣ l2loss : 5.228151 ∣ 
[  epoch 0030/0030] 3080/4800, lr:3.1e-06 ∣ avg_100 : 5.104954 ∣ l2loss : 5.424507 ∣ 
[  epoch 0030/0030] 3090/4800, lr:3.1e-06 ∣ avg_100 : 5.105821 ∣ l2loss : 5.276587 ∣ 
[  epoch 0030/0030] 3100/4800, lr:3.1e-06 ∣ avg_100 : 5.108316 ∣ l2loss : 5.137412 ∣ 
[  epoch 0030/0030] 3110/4800, lr:3.1e-06 ∣ avg_100 : 5.109026 ∣ l2loss : 5.077318 ∣ 
[  epoch 0030/0030] 3120/4800, lr:3.1e-06 ∣ avg_100 : 5.109799 ∣ l2loss : 5.134170 ∣ 
[  epoch 0030/0030] 3130/4800, lr:3.1e-06 ∣ avg_100 : 5.109249 ∣ l2loss : 5.271826 ∣ 
[  epoch 0030/0030] 3140/4800, lr:3.1e-06 ∣ avg_100 : 5.105184 ∣ l2loss : 4.715168 ∣ 
[  epoch 0030/0030] 3150/4800, lr:3.1e-06 ∣ avg_100 : 5.105299 ∣ l2loss : 5.054925 ∣ 
[  epoch 0030/0030] 3160/4800, lr:3.1e-06 ∣ avg_100 : 5.101368 ∣ l2loss : 4.961221 ∣ 
[  epoch 0030/0030] 3170/4800, lr:3.1e-06 ∣ avg_100 : 5.101256 ∣ l2loss : 5.072389 ∣ 
[  epoch 0030/0030] 3180/4800, lr:3.1e-06 ∣ avg_100 : 5.099260 ∣ l2loss : 5.202709 ∣ 
[  epoch 0030/0030] 3190/4800, lr:3.1e-06 ∣ avg_100 : 5.097905 ∣ l2loss : 5.048940 ∣ 
[  epoch 0030/0030] 3200/4800, lr:3.1e-06 ∣ avg_100 : 5.097756 ∣ l2loss : 5.110461 ∣ 
[  epoch 0030/0030] 3210/4800, lr:3.1e-06 ∣ avg_100 : 5.098141 ∣ l2loss : 5.178607 ∣ 
[  epoch 0030/0030] 3220/4800, lr:3.1e-06 ∣ avg_100 : 5.097526 ∣ l2loss : 5.128498 ∣ 
[  epoch 0030/0030] 3230/4800, lr:3.1e-06 ∣ avg_100 : 5.096878 ∣ l2loss : 5.147543 ∣ 
[  epoch 0030/0030] 3240/4800, lr:3.1e-06 ∣ avg_100 : 5.094447 ∣ l2loss : 5.073578 ∣ 
[  epoch 0030/0030] 3250/4800, lr:3.1e-06 ∣ avg_100 : 5.092704 ∣ l2loss : 5.129265 ∣ 
[  epoch 0030/0030] 3260/4800, lr:3.1e-06 ∣ avg_100 : 5.091848 ∣ l2loss : 5.000525 ∣ 
[  epoch 0030/0030] 3270/4800, lr:3.1e-06 ∣ avg_100 : 5.090763 ∣ l2loss : 4.886069 ∣ 
[  epoch 0030/0030] 3280/4800, lr:3.1e-06 ∣ avg_100 : 5.097052 ∣ l2loss : 5.432217 ∣ 
[  epoch 0030/0030] 3290/4800, lr:3.1e-06 ∣ avg_100 : 5.095794 ∣ l2loss : 4.939986 ∣ 
[  epoch 0030/0030] 3300/4800, lr:3.1e-06 ∣ avg_100 : 5.095331 ∣ l2loss : 5.183852 ∣ 
[  epoch 0030/0030] 3310/4800, lr:3.1e-06 ∣ avg_100 : 5.093002 ∣ l2loss : 5.065606 ∣ 
[  epoch 0030/0030] 3320/4800, lr:3.1e-06 ∣ avg_100 : 5.089866 ∣ l2loss : 5.005068 ∣ 
[  epoch 0030/0030] 3330/4800, lr:3.1e-06 ∣ avg_100 : 5.091209 ∣ l2loss : 5.343858 ∣ 
[  epoch 0030/0030] 3340/4800, lr:3.1e-06 ∣ avg_100 : 5.091068 ∣ l2loss : 5.015966 ∣ 
[  epoch 0030/0030] 3350/4800, lr:3.1e-06 ∣ avg_100 : 5.087904 ∣ l2loss : 4.870107 ∣ 
[  epoch 0030/0030] 3360/4800, lr:3.1e-06 ∣ avg_100 : 5.088257 ∣ l2loss : 5.194816 ∣ 
[  epoch 0030/0030] 3370/4800, lr:3.1e-06 ∣ avg_100 : 5.086580 ∣ l2loss : 5.115783 ∣ 
[  epoch 0030/0030] 3380/4800, lr:3.1e-06 ∣ avg_100 : 5.087396 ∣ l2loss : 4.997359 ∣ 
[  epoch 0030/0030] 3390/4800, lr:3.1e-06 ∣ avg_100 : 5.087430 ∣ l2loss : 5.042423 ∣ 
[  epoch 0030/0030] 3400/4800, lr:3.1e-06 ∣ avg_100 : 5.086298 ∣ l2loss : 4.962465 ∣ 
[  epoch 0030/0030] 3410/4800, lr:3.1e-06 ∣ avg_100 : 5.086998 ∣ l2loss : 4.895884 ∣ 
[  epoch 0030/0030] 3420/4800, lr:3.1e-06 ∣ avg_100 : 5.087717 ∣ l2loss : 4.920939 ∣ 
[  epoch 0030/0030] 3430/4800, lr:3.1e-06 ∣ avg_100 : 5.087793 ∣ l2loss : 5.105062 ∣ 
[  epoch 0030/0030] 3440/4800, lr:3.1e-06 ∣ avg_100 : 5.090355 ∣ l2loss : 5.050681 ∣ 
[  epoch 0030/0030] 3450/4800, lr:3.1e-06 ∣ avg_100 : 5.089610 ∣ l2loss : 5.041695 ∣ 
[  epoch 0030/0030] 3460/4800, lr:3.1e-06 ∣ avg_100 : 5.088023 ∣ l2loss : 5.122405 ∣ 
[  epoch 0030/0030] 3470/4800, lr:3.1e-06 ∣ avg_100 : 5.085215 ∣ l2loss : 5.047302 ∣ 
[  epoch 0030/0030] 3480/4800, lr:3.1e-06 ∣ avg_100 : 5.086886 ∣ l2loss : 5.200077 ∣ 
[  epoch 0030/0030] 3490/4800, lr:3.1e-06 ∣ avg_100 : 5.084699 ∣ l2loss : 4.939955 ∣ 
[  epoch 0030/0030] 3500/4800, lr:3.1e-06 ∣ avg_100 : 5.083860 ∣ l2loss : 4.990533 ∣ 
[  epoch 0030/0030] 3510/4800, lr:3.1e-06 ∣ avg_100 : 5.084343 ∣ l2loss : 5.100838 ∣ 
[  epoch 0030/0030] 3520/4800, lr:3.1e-06 ∣ avg_100 : 5.087438 ∣ l2loss : 5.355590 ∣ 
[  epoch 0030/0030] 3530/4800, lr:3.1e-06 ∣ avg_100 : 5.084158 ∣ l2loss : 4.777421 ∣ 
[  epoch 0030/0030] 3540/4800, lr:3.1e-06 ∣ avg_100 : 5.085514 ∣ l2loss : 5.229729 ∣ 
[  epoch 0030/0030] 3550/4800, lr:3.1e-06 ∣ avg_100 : 5.084404 ∣ l2loss : 5.031607 ∣ 
[  epoch 0030/0030] 3560/4800, lr:3.1e-06 ∣ avg_100 : 5.085387 ∣ l2loss : 5.097072 ∣ 
[  epoch 0030/0030] 3570/4800, lr:3.1e-06 ∣ avg_100 : 5.085736 ∣ l2loss : 5.108881 ∣ 
[  epoch 0030/0030] 3580/4800, lr:3.1e-06 ∣ avg_100 : 5.086073 ∣ l2loss : 5.086017 ∣ 
[  epoch 0030/0030] 3590/4800, lr:3.1e-06 ∣ avg_100 : 5.085894 ∣ l2loss : 5.054925 ∣ 
[  epoch 0030/0030] 3600/4800, lr:3.1e-06 ∣ avg_100 : 5.085426 ∣ l2loss : 5.140889 ∣ 
[  epoch 0030/0030] 3610/4800, lr:3.1e-06 ∣ avg_100 : 5.084185 ∣ l2loss : 4.993266 ∣ 
[  epoch 0030/0030] 3620/4800, lr:3.1e-06 ∣ avg_100 : 5.085468 ∣ l2loss : 5.257603 ∣ 
[  epoch 0030/0030] 3630/4800, lr:3.1e-06 ∣ avg_100 : 5.083327 ∣ l2loss : 4.963257 ∣ 
[  epoch 0030/0030] 3640/4800, lr:3.1e-06 ∣ avg_100 : 5.086481 ∣ l2loss : 5.188156 ∣ 
[  epoch 0030/0030] 3650/4800, lr:3.1e-06 ∣ avg_100 : 5.086720 ∣ l2loss : 5.095237 ∣ 
[  epoch 0030/0030] 3660/4800, lr:3.1e-06 ∣ avg_100 : 5.085303 ∣ l2loss : 4.912333 ∣ 
[  epoch 0030/0030] 3670/4800, lr:3.1e-06 ∣ avg_100 : 5.083436 ∣ l2loss : 4.891146 ∣ 
[  epoch 0030/0030] 3680/4800, lr:3.1e-06 ∣ avg_100 : 5.085093 ∣ l2loss : 5.127504 ∣ 
[  epoch 0030/0030] 3690/4800, lr:3.1e-06 ∣ avg_100 : 5.085915 ∣ l2loss : 5.196662 ∣ 
[  epoch 0030/0030] 3700/4800, lr:3.1e-06 ∣ avg_100 : 5.087128 ∣ l2loss : 5.090383 ∣ 
[  epoch 0030/0030] 3710/4800, lr:3.1e-06 ∣ avg_100 : 5.087106 ∣ l2loss : 5.157438 ∣ 
[  epoch 0030/0030] 3720/4800, lr:3.1e-06 ∣ avg_100 : 5.085203 ∣ l2loss : 5.011632 ∣ 
[  epoch 0030/0030] 3730/4800, lr:3.1e-06 ∣ avg_100 : 5.085423 ∣ l2loss : 5.126984 ∣ 
[  epoch 0030/0030] 3740/4800, lr:3.1e-06 ∣ avg_100 : 5.084377 ∣ l2loss : 4.916458 ∣ 
[  epoch 0030/0030] 3750/4800, lr:3.1e-06 ∣ avg_100 : 5.085764 ∣ l2loss : 5.252836 ∣ 
[  epoch 0030/0030] 3760/4800, lr:3.1e-06 ∣ avg_100 : 5.081999 ∣ l2loss : 4.696756 ∣ 
[  epoch 0030/0030] 3770/4800, lr:3.1e-06 ∣ avg_100 : 5.077377 ∣ l2loss : 4.851693 ∣ 
[  epoch 0030/0030] 3780/4800, lr:3.1e-06 ∣ avg_100 : 5.078477 ∣ l2loss : 5.113377 ∣ 
[  epoch 0030/0030] 3790/4800, lr:3.1e-06 ∣ avg_100 : 5.077710 ∣ l2loss : 5.033446 ∣ 
[  epoch 0030/0030] 3800/4800, lr:3.1e-06 ∣ avg_100 : 5.078092 ∣ l2loss : 5.078680 ∣ 
[  epoch 0030/0030] 3810/4800, lr:3.1e-06 ∣ avg_100 : 5.076367 ∣ l2loss : 4.863046 ∣ 
[  epoch 0030/0030] 3820/4800, lr:3.1e-06 ∣ avg_100 : 5.075285 ∣ l2loss : 4.996494 ∣ 
[  epoch 0030/0030] 3830/4800, lr:3.1e-06 ∣ avg_100 : 5.074889 ∣ l2loss : 5.262335 ∣ 
[  epoch 0030/0030] 3840/4800, lr:3.1e-06 ∣ avg_100 : 5.074559 ∣ l2loss : 5.005309 ∣ 
[  epoch 0030/0030] 3850/4800, lr:3.1e-06 ∣ avg_100 : 5.075090 ∣ l2loss : 5.137897 ∣ 
[  epoch 0030/0030] 3860/4800, lr:3.1e-06 ∣ avg_100 : 5.078241 ∣ l2loss : 5.147080 ∣ 
[  epoch 0030/0030] 3870/4800, lr:3.1e-06 ∣ avg_100 : 5.077726 ∣ l2loss : 5.145625 ∣ 
[  epoch 0030/0030] 3880/4800, lr:3.1e-06 ∣ avg_100 : 5.081971 ∣ l2loss : 5.142912 ∣ 
[  epoch 0030/0030] 3890/4800, lr:3.1e-06 ∣ avg_100 : 5.078891 ∣ l2loss : 4.988283 ∣ 
[  epoch 0030/0030] 3900/4800, lr:3.1e-06 ∣ avg_100 : 5.080867 ∣ l2loss : 5.210107 ∣ 
[  epoch 0030/0030] 3910/4800, lr:3.1e-06 ∣ avg_100 : 5.080547 ∣ l2loss : 5.064473 ∣ 
[  epoch 0030/0030] 3920/4800, lr:3.1e-06 ∣ avg_100 : 5.082407 ∣ l2loss : 5.203109 ∣ 
[  epoch 0030/0030] 3930/4800, lr:3.1e-06 ∣ avg_100 : 5.082030 ∣ l2loss : 5.141414 ∣ 
[  epoch 0030/0030] 3940/4800, lr:3.1e-06 ∣ avg_100 : 5.081761 ∣ l2loss : 4.964987 ∣ 
[  epoch 0030/0030] 3950/4800, lr:3.1e-06 ∣ avg_100 : 5.081490 ∣ l2loss : 5.173441 ∣ 
[  epoch 0030/0030] 3960/4800, lr:3.1e-06 ∣ avg_100 : 5.081048 ∣ l2loss : 4.972564 ∣ 
[  epoch 0030/0030] 3970/4800, lr:3.1e-06 ∣ avg_100 : 5.082358 ∣ l2loss : 5.141147 ∣ 
[  epoch 0030/0030] 3980/4800, lr:3.1e-06 ∣ avg_100 : 5.080636 ∣ l2loss : 4.940207 ∣ 
[  epoch 0030/0030] 3990/4800, lr:3.1e-06 ∣ avg_100 : 5.077632 ∣ l2loss : 4.923401 ∣ 
[  epoch 0030/0030] 4000/4800, lr:3.1e-06 ∣ avg_100 : 5.079101 ∣ l2loss : 5.016339 ∣ 
[  epoch 0030/0030] 4010/4800, lr:3.1e-06 ∣ avg_100 : 5.077331 ∣ l2loss : 5.060234 ∣ 
[  epoch 0030/0030] 4020/4800, lr:3.1e-06 ∣ avg_100 : 5.076980 ∣ l2loss : 5.167519 ∣ 
[  epoch 0030/0030] 4030/4800, lr:3.1e-06 ∣ avg_100 : 5.075472 ∣ l2loss : 4.908259 ∣ 
[  epoch 0030/0030] 4040/4800, lr:3.1e-06 ∣ avg_100 : 5.074863 ∣ l2loss : 5.091719 ∣ 
[  epoch 0030/0030] 4050/4800, lr:3.1e-06 ∣ avg_100 : 5.077014 ∣ l2loss : 5.262306 ∣ 
[  epoch 0030/0030] 4060/4800, lr:3.1e-06 ∣ avg_100 : 5.076219 ∣ l2loss : 5.009928 ∣ 
[  epoch 0030/0030] 4070/4800, lr:3.1e-06 ∣ avg_100 : 5.074447 ∣ l2loss : 5.050982 ∣ 
[  epoch 0030/0030] 4080/4800, lr:3.1e-06 ∣ avg_100 : 5.069167 ∣ l2loss : 4.896541 ∣ 
[  epoch 0030/0030] 4090/4800, lr:3.1e-06 ∣ avg_100 : 5.065915 ∣ l2loss : 4.951363 ∣ 
[  epoch 0030/0030] 4100/4800, lr:3.1e-06 ∣ avg_100 : 5.063275 ∣ l2loss : 4.873387 ∣ 
[  epoch 0030/0030] 4110/4800, lr:3.1e-06 ∣ avg_100 : 5.066021 ∣ l2loss : 5.351909 ∣ 
[  epoch 0030/0030] 4120/4800, lr:3.1e-06 ∣ avg_100 : 5.066302 ∣ l2loss : 5.162347 ∣ 
[  epoch 0030/0030] 4130/4800, lr:3.1e-06 ∣ avg_100 : 5.062541 ∣ l2loss : 4.895655 ∣ 
[  epoch 0030/0030] 4140/4800, lr:3.1e-06 ∣ avg_100 : 5.067167 ∣ l2loss : 5.177831 ∣ 
[  epoch 0030/0030] 4150/4800, lr:3.1e-06 ∣ avg_100 : 5.066245 ∣ l2loss : 4.962743 ∣ 
[  epoch 0030/0030] 4160/4800, lr:3.1e-06 ∣ avg_100 : 5.068534 ∣ l2loss : 5.190066 ∣ 
[  epoch 0030/0030] 4170/4800, lr:3.1e-06 ∣ avg_100 : 5.069270 ∣ l2loss : 5.145981 ∣ 
[  epoch 0030/0030] 4180/4800, lr:3.1e-06 ∣ avg_100 : 5.068772 ∣ l2loss : 5.152964 ∣ 
[  epoch 0030/0030] 4190/4800, lr:3.1e-06 ∣ avg_100 : 5.069682 ∣ l2loss : 5.139907 ∣ 
[  epoch 0030/0030] 4200/4800, lr:3.1e-06 ∣ avg_100 : 5.069376 ∣ l2loss : 5.079860 ∣ 
[  epoch 0030/0030] 4210/4800, lr:3.1e-06 ∣ avg_100 : 5.070634 ∣ l2loss : 5.304406 ∣ 
[  epoch 0030/0030] 4220/4800, lr:3.1e-06 ∣ avg_100 : 5.072791 ∣ l2loss : 5.344233 ∣ 
[  epoch 0030/0030] 4230/4800, lr:3.1e-06 ∣ avg_100 : 5.073316 ∣ l2loss : 5.200011 ∣ 
[  epoch 0030/0030] 4240/4800, lr:3.1e-06 ∣ avg_100 : 5.072866 ∣ l2loss : 5.028583 ∣ 
[  epoch 0030/0030] 4250/4800, lr:3.1e-06 ∣ avg_100 : 5.074026 ∣ l2loss : 5.245248 ∣ 
[  epoch 0030/0030] 4260/4800, lr:3.1e-06 ∣ avg_100 : 5.073487 ∣ l2loss : 4.946624 ∣ 
[  epoch 0030/0030] 4270/4800, lr:3.1e-06 ∣ avg_100 : 5.075687 ∣ l2loss : 5.106044 ∣ 
[  epoch 0030/0030] 4280/4800, lr:3.1e-06 ∣ avg_100 : 5.070157 ∣ l2loss : 4.879255 ∣ 
[  epoch 0030/0030] 4290/4800, lr:3.1e-06 ∣ avg_100 : 5.070390 ∣ l2loss : 4.963232 ∣ 
[  epoch 0030/0030] 4300/4800, lr:3.1e-06 ∣ avg_100 : 5.068807 ∣ l2loss : 5.025591 ∣ 
[  epoch 0030/0030] 4310/4800, lr:3.1e-06 ∣ avg_100 : 5.069807 ∣ l2loss : 5.165614 ∣ 
[  epoch 0030/0030] 4320/4800, lr:3.1e-06 ∣ avg_100 : 5.069272 ∣ l2loss : 4.951540 ∣ 
[  epoch 0030/0030] 4330/4800, lr:3.1e-06 ∣ avg_100 : 5.067337 ∣ l2loss : 5.150418 ∣ 
[  epoch 0030/0030] 4340/4800, lr:3.1e-06 ∣ avg_100 : 5.067922 ∣ l2loss : 5.074422 ∣ 
[  epoch 0030/0030] 4350/4800, lr:3.1e-06 ∣ avg_100 : 5.070394 ∣ l2loss : 5.117278 ∣ 
[  epoch 0030/0030] 4360/4800, lr:3.1e-06 ∣ avg_100 : 5.069877 ∣ l2loss : 5.143137 ∣ 
[  epoch 0030/0030] 4370/4800, lr:3.1e-06 ∣ avg_100 : 5.069380 ∣ l2loss : 5.066054 ∣ 
[  epoch 0030/0030] 4380/4800, lr:3.1e-06 ∣ avg_100 : 5.071995 ∣ l2loss : 5.258866 ∣ 
[  epoch 0030/0030] 4390/4800, lr:3.1e-06 ∣ avg_100 : 5.070480 ∣ l2loss : 4.891008 ∣ 
[  epoch 0030/0030] 4400/4800, lr:3.1e-06 ∣ avg_100 : 5.072472 ∣ l2loss : 5.161642 ∣ 
[  epoch 0030/0030] 4410/4800, lr:3.1e-06 ∣ avg_100 : 5.073243 ∣ l2loss : 4.972954 ∣ 
[  epoch 0030/0030] 4420/4800, lr:3.1e-06 ∣ avg_100 : 5.073129 ∣ l2loss : 4.909558 ∣ 
[  epoch 0030/0030] 4430/4800, lr:3.1e-06 ∣ avg_100 : 5.071118 ∣ l2loss : 4.903917 ∣ 
[  epoch 0030/0030] 4440/4800, lr:3.1e-06 ∣ avg_100 : 5.070950 ∣ l2loss : 5.033865 ∣ 
[  epoch 0030/0030] 4450/4800, lr:3.1e-06 ∣ avg_100 : 5.071336 ∣ l2loss : 5.080316 ∣ 
[  epoch 0030/0030] 4460/4800, lr:3.1e-06 ∣ avg_100 : 5.069443 ∣ l2loss : 4.933166 ∣ 
[  epoch 0030/0030] 4470/4800, lr:3.1e-06 ∣ avg_100 : 5.068465 ∣ l2loss : 4.949475 ∣ 
[  epoch 0030/0030] 4480/4800, lr:3.1e-06 ∣ avg_100 : 5.065998 ∣ l2loss : 4.953354 ∣ 
[  epoch 0030/0030] 4490/4800, lr:3.1e-06 ∣ avg_100 : 5.067447 ∣ l2loss : 5.084842 ∣ 
[  epoch 0030/0030] 4500/4800, lr:3.1e-06 ∣ avg_100 : 5.068033 ∣ l2loss : 5.049115 ∣ 
[  epoch 0030/0030] 4510/4800, lr:3.1e-06 ∣ avg_100 : 5.067779 ∣ l2loss : 5.075487 ∣ 
[  epoch 0030/0030] 4520/4800, lr:3.1e-06 ∣ avg_100 : 5.065836 ∣ l2loss : 5.161338 ∣ 
[  epoch 0030/0030] 4530/4800, lr:3.1e-06 ∣ avg_100 : 5.068163 ∣ l2loss : 5.010053 ∣ 
[  epoch 0030/0030] 4540/4800, lr:3.1e-06 ∣ avg_100 : 5.065936 ∣ l2loss : 5.007044 ∣ 
[  epoch 0030/0030] 4550/4800, lr:3.1e-06 ∣ avg_100 : 5.067688 ∣ l2loss : 5.206836 ∣ 
[  epoch 0030/0030] 4560/4800, lr:3.1e-06 ∣ avg_100 : 5.066844 ∣ l2loss : 5.012656 ∣ 
[  epoch 0030/0030] 4570/4800, lr:3.1e-06 ∣ avg_100 : 5.067229 ∣ l2loss : 5.147397 ∣ 
[  epoch 0030/0030] 4580/4800, lr:3.1e-06 ∣ avg_100 : 5.067661 ∣ l2loss : 5.129163 ∣ 
[  epoch 0030/0030] 4590/4800, lr:3.1e-06 ∣ avg_100 : 5.066815 ∣ l2loss : 4.970312 ∣ 
[  epoch 0030/0030] 4600/4800, lr:3.1e-06 ∣ avg_100 : 5.066664 ∣ l2loss : 5.125882 ∣ 
[  epoch 0030/0030] 4610/4800, lr:3.1e-06 ∣ avg_100 : 5.066859 ∣ l2loss : 5.012750 ∣ 
[  epoch 0030/0030] 4620/4800, lr:3.1e-06 ∣ avg_100 : 5.065451 ∣ l2loss : 5.116799 ∣ 
[  epoch 0030/0030] 4630/4800, lr:3.1e-06 ∣ avg_100 : 5.066354 ∣ l2loss : 5.053536 ∣ 
[  epoch 0030/0030] 4640/4800, lr:3.1e-06 ∣ avg_100 : 5.065021 ∣ l2loss : 5.054832 ∣ 
[  epoch 0030/0030] 4650/4800, lr:3.1e-06 ∣ avg_100 : 5.066705 ∣ l2loss : 5.263610 ∣ 
[  epoch 0030/0030] 4660/4800, lr:3.1e-06 ∣ avg_100 : 5.069885 ∣ l2loss : 5.230347 ∣ 
[  epoch 0030/0030] 4670/4800, lr:3.1e-06 ∣ avg_100 : 5.072426 ∣ l2loss : 5.145257 ∣ 
[  epoch 0030/0030] 4680/4800, lr:3.1e-06 ∣ avg_100 : 5.072458 ∣ l2loss : 5.130759 ∣ 
[  epoch 0030/0030] 4690/4800, lr:3.1e-06 ∣ avg_100 : 5.070052 ∣ l2loss : 4.955979 ∣ 
[  epoch 0030/0030] 4700/4800, lr:3.1e-06 ∣ avg_100 : 5.072897 ∣ l2loss : 5.374956 ∣ 
[  epoch 0030/0030] 4710/4800, lr:3.1e-06 ∣ avg_100 : 5.071249 ∣ l2loss : 4.992638 ∣ 
[  epoch 0030/0030] 4720/4800, lr:3.1e-06 ∣ avg_100 : 5.071533 ∣ l2loss : 5.039965 ∣ 
[  epoch 0030/0030] 4730/4800, lr:3.1e-06 ∣ avg_100 : 5.070154 ∣ l2loss : 4.989157 ∣ 
[  epoch 0030/0030] 4740/4800, lr:3.1e-06 ∣ avg_100 : 5.072657 ∣ l2loss : 5.166759 ∣ 
[  epoch 0030/0030] 4750/4800, lr:3.1e-06 ∣ avg_100 : 5.069816 ∣ l2loss : 4.968697 ∣ 
[  epoch 0030/0030] 4760/4800, lr:3.1e-06 ∣ avg_100 : 5.073526 ∣ l2loss : 5.067785 ∣ 
[  epoch 0030/0030] 4770/4800, lr:3.1e-06 ∣ avg_100 : 5.076004 ∣ l2loss : 5.099454 ∣ 
[  epoch 0030/0030] 4780/4800, lr:3.1e-06 ∣ avg_100 : 5.075682 ∣ l2loss : 5.081209 ∣ 
[  epoch 0030/0030] 4790/4800, lr:3.1e-06 ∣ avg_100 : 5.077701 ∣ l2loss : 5.235373 ∣ 
[  epoch 0030/0030] 4800/4800, lr:1.6e-06 ∣ avg_100 : 5.075680 ∣ l2loss : 4.876518 ∣ 
[    val 030    ] Done! PSNR : 36.26 dB, SSIM : 0.922 total: 23:43:00                   
Finish >>> (total elapsed time : 23:54:31)