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

!gpustat

Merlin                      Thu Oct  2 13:26:49 2025  576.02
[0] NVIDIA GeForce RTX 4090 | 43°C,   9 % |  1900 / 24564 MB |
[1] NVIDIA GeForce RTX 4090 | 28°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, 171.49it/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_Denoiser3.yaml')

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

Prepare training dataloader...

100%|██████████| 150/150 [01:37<00:00,  1.54it/s]

Done!
Prepare validation dataloader...

100%|██████████| 150/150 [01:35<00:00,  1.57it/s]

Done!
Start >>>
.BASE.model: MyUNetFlowGAN
.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.MYUNET.in_channels: 1
.MODEL.MYUNET.out_channels: 1
.MODEL.MYUNET.depth: 4
.MODEL.MYUNET.mult_chan: 32
.MODEL.MYUNET.residual: True
.MODEL.MYUNET.last_activation: None
.MODEL.MYUNET.kernel_size: 3
.MODEL.MYUNET.ndim: 2
.MODEL.MYUNET.n_conv_per_depth: 2
.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_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
.MODEL.DNCNNFLOWGAN.kwargs_myunet.in_channels: 1
.MODEL.DNCNNFLOWGAN.kwargs_myunet.out_channels: 1
.MODEL.DNCNNFLOWGAN.kwargs_myunet.depth: 4
.MODEL.DNCNNFLOWGAN.kwargs_myunet.mult_chan: 32
.MODEL.DNCNNFLOWGAN.kwargs_myunet.residual: True
.MODEL.DNCNNFLOWGAN.kwargs_myunet.last_activation: None
.MODEL.DNCNNFLOWGAN.kwargs_myunet.kernel_size: 3
.MODEL.DNCNNFLOWGAN.kwargs_myunet.ndim: 2
.MODEL.DNCNNFLOWGAN.kwargs_myunet.n_conv_per_depth: 2
.LOG.session_name: nmflowgan_test3_myunet
.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: 5
.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 0001/0005] 0010/4800, lr:1.0e-04 ∣ avg_100 : 6070.229468 ∣ l2loss : 6070.229468 ∣ 
[  epoch 0001/0005] 0020/4800, lr:1.0e-04 ∣ avg_100 : 3674.294669 ∣ l2loss : 1278.359869 ∣ 
[  epoch 0001/0005] 0030/4800, lr:1.0e-04 ∣ avg_100 : 2605.861535 ∣ l2loss : 468.995267 ∣ 
[  epoch 0001/0005] 0040/4800, lr:1.0e-04 ∣ avg_100 : 2040.454084 ∣ l2loss : 344.231732 ∣ 
[  epoch 0001/0005] 0050/4800, lr:1.0e-04 ∣ avg_100 : 1697.842115 ∣ l2loss : 327.394238 ∣ 
[  epoch 0001/0005] 0060/4800, lr:1.0e-04 ∣ avg_100 : 1462.307687 ∣ l2loss : 284.635550 ∣ 
[  epoch 0001/0005] 0070/4800, lr:1.0e-04 ∣ avg_100 : 1294.140329 ∣ l2loss : 285.136182 ∣ 
[  epoch 0001/0005] 0080/4800, lr:1.0e-04 ∣ avg_100 : 1164.421310 ∣ l2loss : 256.388173 ∣ 
[  epoch 0001/0005] 0090/4800, lr:1.0e-04 ∣ avg_100 : 1060.922204 ∣ l2loss : 232.929353 ∣ 
[  epoch 0001/0005] 0100/4800, lr:1.0e-04 ∣ avg_100 : 977.237646 ∣ l2loss : 224.076627 ∣ 
[  epoch 0001/0005] 0110/4800, lr:1.0e-04 ∣ avg_100 : 906.966293 ∣ l2loss : 204.252760 ∣ 
[  epoch 0001/0005] 0120/4800, lr:1.0e-04 ∣ avg_100 : 847.250262 ∣ l2loss : 190.373921 ∣ 
[  epoch 0001/0005] 0130/4800, lr:1.0e-04 ∣ avg_100 : 795.316111 ∣ l2loss : 172.106303 ∣ 
[  epoch 0001/0005] 0140/4800, lr:1.0e-04 ∣ avg_100 : 749.733886 ∣ l2loss : 157.164966 ∣ 
[  epoch 0001/0005] 0150/4800, lr:1.0e-04 ∣ avg_100 : 709.273434 ∣ l2loss : 142.827107 ∣ 
[  epoch 0001/0005] 0160/4800, lr:1.0e-04 ∣ avg_100 : 673.182461 ∣ l2loss : 131.817863 ∣ 
[  epoch 0001/0005] 0170/4800, lr:1.0e-04 ∣ avg_100 : 641.035865 ∣ l2loss : 126.690318 ∣ 
[  epoch 0001/0005] 0180/4800, lr:1.0e-04 ∣ avg_100 : 611.832855 ∣ l2loss : 115.381699 ∣ 
[  epoch 0001/0005] 0190/4800, lr:1.0e-04 ∣ avg_100 : 585.215297 ∣ l2loss : 106.099249 ∣ 
[  epoch 0001/0005] 0200/4800, lr:1.0e-04 ∣ avg_100 : 560.978177 ∣ l2loss : 100.472900 ∣ 
[  epoch 0001/0005] 0210/4800, lr:1.0e-04 ∣ avg_100 : 538.658121 ∣ l2loss : 92.256989 ∣ 
[  epoch 0001/0005] 0220/4800, lr:1.0e-04 ∣ avg_100 : 518.110431 ∣ l2loss : 86.608946 ∣ 
[  epoch 0001/0005] 0230/4800, lr:1.0e-04 ∣ avg_100 : 499.173458 ∣ l2loss : 82.560059 ∣ 
[  epoch 0001/0005] 0240/4800, lr:1.0e-04 ∣ avg_100 : 481.798797 ∣ l2loss : 82.181583 ∣ 
[  epoch 0001/0005] 0250/4800, lr:1.0e-04 ∣ avg_100 : 465.584989 ∣ l2loss : 76.453604 ∣ 
[  epoch 0001/0005] 0260/4800, lr:1.0e-04 ∣ avg_100 : 450.448361 ∣ l2loss : 72.032661 ∣ 
[  epoch 0001/0005] 0270/4800, lr:1.0e-04 ∣ avg_100 : 436.363847 ∣ l2loss : 70.166481 ∣ 
[  epoch 0001/0005] 0280/4800, lr:1.0e-04 ∣ avg_100 : 423.235764 ∣ l2loss : 68.777512 ∣ 
[  epoch 0001/0005] 0290/4800, lr:1.0e-04 ∣ avg_100 : 410.887895 ∣ l2loss : 65.147581 ∣ 
[  epoch 0001/0005] 0300/4800, lr:1.0e-04 ∣ avg_100 : 399.299374 ∣ l2loss : 63.232270 ∣ 
[  epoch 0001/0005] 0310/4800, lr:1.0e-04 ∣ avg_100 : 388.359438 ∣ l2loss : 60.161359 ∣ 
[  epoch 0001/0005] 0320/4800, lr:1.0e-04 ∣ avg_100 : 378.019002 ∣ l2loss : 57.465475 ∣ 
[  epoch 0001/0005] 0330/4800, lr:1.0e-04 ∣ avg_100 : 368.254973 ∣ l2loss : 55.806045 ∣ 
[  epoch 0001/0005] 0340/4800, lr:1.0e-04 ∣ avg_100 : 359.064816 ∣ l2loss : 55.789644 ∣ 
[  epoch 0001/0005] 0350/4800, lr:1.0e-04 ∣ avg_100 : 350.285415 ∣ l2loss : 51.785760 ∣ 
[  epoch 0001/0005] 0360/4800, lr:1.0e-04 ∣ avg_100 : 342.032098 ∣ l2loss : 53.165997 ∣ 
[  epoch 0001/0005] 0370/4800, lr:1.0e-04 ∣ avg_100 : 334.190247 ∣ l2loss : 51.883636 ∣ 
[  epoch 0001/0005] 0380/4800, lr:1.0e-04 ∣ avg_100 : 326.740704 ∣ l2loss : 51.107595 ∣ 
[  epoch 0001/0005] 0390/4800, lr:1.0e-04 ∣ avg_100 : 319.642701 ∣ l2loss : 49.918578 ∣ 
[  epoch 0001/0005] 0400/4800, lr:1.0e-04 ∣ avg_100 : 312.819267 ∣ l2loss : 46.705363 ∣ 
[  epoch 0001/0005] 0410/4800, lr:1.0e-04 ∣ avg_100 : 306.353885 ∣ l2loss : 47.738591 ∣ 
[  epoch 0001/0005] 0420/4800, lr:1.0e-04 ∣ avg_100 : 300.140820 ∣ l2loss : 45.405167 ∣ 
[  epoch 0001/0005] 0430/4800, lr:1.0e-04 ∣ avg_100 : 294.199063 ∣ l2loss : 44.645284 ∣ 
[  epoch 0001/0005] 0440/4800, lr:1.0e-04 ∣ avg_100 : 288.479341 ∣ l2loss : 42.531287 ∣ 
[  epoch 0001/0005] 0450/4800, lr:1.0e-04 ∣ avg_100 : 283.036115 ∣ l2loss : 43.534153 ∣ 
[  epoch 0001/0005] 0460/4800, lr:1.0e-04 ∣ avg_100 : 277.775247 ∣ l2loss : 41.036206 ∣ 
[  epoch 0001/0005] 0470/4800, lr:1.0e-04 ∣ avg_100 : 272.735464 ∣ l2loss : 40.905451 ∣ 
[  epoch 0001/0005] 0480/4800, lr:1.0e-04 ∣ avg_100 : 267.889783 ∣ l2loss : 40.142781 ∣ 
[  epoch 0001/0005] 0490/4800, lr:1.0e-04 ∣ avg_100 : 263.209433 ∣ l2loss : 38.552622 ∣ 
[  epoch 0001/0005] 0500/4800, lr:1.0e-04 ∣ avg_100 : 258.713378 ∣ l2loss : 38.406695 ∣ 
[  epoch 0001/0005] 0510/4800, lr:1.0e-04 ∣ avg_100 : 254.381756 ∣ l2loss : 37.800636 ∣ 
[  epoch 0001/0005] 0520/4800, lr:1.0e-04 ∣ avg_100 : 250.212017 ∣ l2loss : 37.555341 ∣ 
[  epoch 0001/0005] 0530/4800, lr:1.0e-04 ∣ avg_100 : 246.159091 ∣ l2loss : 35.406919 ∣ 
[  epoch 0001/0005] 0540/4800, lr:1.0e-04 ∣ avg_100 : 242.249072 ∣ l2loss : 35.018064 ∣ 
[  epoch 0001/0005] 0550/4800, lr:1.0e-04 ∣ avg_100 : 238.486572 ∣ l2loss : 35.311570 ∣ 
[  epoch 0001/0005] 0560/4800, lr:1.0e-04 ∣ avg_100 : 234.832338 ∣ l2loss : 33.849487 ∣ 
[  epoch 0001/0005] 0570/4800, lr:1.0e-04 ∣ avg_100 : 231.303597 ∣ l2loss : 33.694071 ∣ 
[  epoch 0001/0005] 0580/4800, lr:1.0e-04 ∣ avg_100 : 227.859756 ∣ l2loss : 31.560852 ∣ 
[  epoch 0001/0005] 0590/4800, lr:1.0e-04 ∣ avg_100 : 224.527339 ∣ l2loss : 31.247130 ∣ 
[  epoch 0001/0005] 0600/4800, lr:1.0e-04 ∣ avg_100 : 221.340961 ∣ l2loss : 33.344663 ∣ 
[  epoch 0001/0005] 0610/4800, lr:1.0e-04 ∣ avg_100 : 218.219378 ∣ l2loss : 30.924419 ∣ 
[  epoch 0001/0005] 0620/4800, lr:1.0e-04 ∣ avg_100 : 215.195125 ∣ l2loss : 30.715651 ∣ 
[  epoch 0001/0005] 0630/4800, lr:1.0e-04 ∣ avg_100 : 212.259195 ∣ l2loss : 30.231586 ∣ 
[  epoch 0001/0005] 0640/4800, lr:1.0e-04 ∣ avg_100 : 209.415385 ∣ l2loss : 30.255315 ∣ 
[  epoch 0001/0005] 0650/4800, lr:1.0e-04 ∣ avg_100 : 206.636453 ∣ l2loss : 28.784794 ∣ 
[  epoch 0001/0005] 0660/4800, lr:1.0e-04 ∣ avg_100 : 203.937744 ∣ l2loss : 28.521669 ∣ 
[  epoch 0001/0005] 0670/4800, lr:1.0e-04 ∣ avg_100 : 201.325083 ∣ l2loss : 28.889445 ∣ 
[  epoch 0001/0005] 0680/4800, lr:1.0e-04 ∣ avg_100 : 198.779639 ∣ l2loss : 28.234938 ∣ 
[  epoch 0001/0005] 0690/4800, lr:1.0e-04 ∣ avg_100 : 196.311694 ∣ l2loss : 28.491432 ∣ 
[  epoch 0001/0005] 0700/4800, lr:1.0e-04 ∣ avg_100 : 193.889578 ∣ l2loss : 26.763555 ∣ 
[  epoch 0001/0005] 0710/4800, lr:1.0e-04 ∣ avg_100 : 191.543806 ∣ l2loss : 27.339773 ∣ 
[  epoch 0001/0005] 0720/4800, lr:1.0e-04 ∣ avg_100 : 189.256579 ∣ l2loss : 26.863453 ∣ 
[  epoch 0001/0005] 0730/4800, lr:1.0e-04 ∣ avg_100 : 187.035697 ∣ l2loss : 27.132161 ∣ 
[  epoch 0001/0005] 0740/4800, lr:1.0e-04 ∣ avg_100 : 184.864002 ∣ l2loss : 26.330331 ∣ 
[  epoch 0001/0005] 0750/4800, lr:1.0e-04 ∣ avg_100 : 182.748725 ∣ l2loss : 26.218201 ∣ 
[  epoch 0001/0005] 0760/4800, lr:1.0e-04 ∣ avg_100 : 180.699924 ∣ l2loss : 27.039883 ∣ 
[  epoch 0001/0005] 0770/4800, lr:1.0e-04 ∣ avg_100 : 178.680973 ∣ l2loss : 25.240654 ∣ 
[  epoch 0001/0005] 0780/4800, lr:1.0e-04 ∣ avg_100 : 176.696495 ∣ l2loss : 23.891697 ∣ 
[  epoch 0001/0005] 0790/4800, lr:1.0e-04 ∣ avg_100 : 174.782154 ∣ l2loss : 25.463591 ∣ 
[  epoch 0001/0005] 0800/4800, lr:1.0e-04 ∣ avg_100 : 172.896049 ∣ l2loss : 23.893744 ∣ 
[  epoch 0001/0005] 0810/4800, lr:1.0e-04 ∣ avg_100 : 171.055738 ∣ l2loss : 23.830815 ∣ 
[  epoch 0001/0005] 0820/4800, lr:1.0e-04 ∣ avg_100 : 169.252489 ∣ l2loss : 23.189326 ∣ 
[  epoch 0001/0005] 0830/4800, lr:1.0e-04 ∣ avg_100 : 167.495223 ∣ l2loss : 23.399383 ∣ 
[  epoch 0001/0005] 0840/4800, lr:1.0e-04 ∣ avg_100 : 165.775011 ∣ l2loss : 22.997451 ∣ 
[  epoch 0001/0005] 0850/4800, lr:1.0e-04 ∣ avg_100 : 164.092769 ∣ l2loss : 22.784465 ∣ 
[  epoch 0001/0005] 0860/4800, lr:1.0e-04 ∣ avg_100 : 162.456437 ∣ l2loss : 23.368162 ∣ 
[  epoch 0001/0005] 0870/4800, lr:1.0e-04 ∣ avg_100 : 160.853507 ∣ l2loss : 23.001600 ∣ 
[  epoch 0001/0005] 0880/4800, lr:1.0e-04 ∣ avg_100 : 159.280281 ∣ l2loss : 22.409553 ∣ 
[  epoch 0001/0005] 0890/4800, lr:1.0e-04 ∣ avg_100 : 157.742097 ∣ l2loss : 22.381928 ∣ 
[  epoch 0001/0005] 0900/4800, lr:1.0e-04 ∣ avg_100 : 156.230970 ∣ l2loss : 21.740678 ∣ 
[  epoch 0001/0005] 0910/4800, lr:1.0e-04 ∣ avg_100 : 154.754836 ∣ l2loss : 21.902775 ∣ 
[  epoch 0001/0005] 0920/4800, lr:1.0e-04 ∣ avg_100 : 153.310340 ∣ l2loss : 21.861227 ∣ 
[  epoch 0001/0005] 0930/4800, lr:1.0e-04 ∣ avg_100 : 151.895605 ∣ l2loss : 21.739984 ∣ 
[  epoch 0001/0005] 0940/4800, lr:1.0e-04 ∣ avg_100 : 150.500334 ∣ l2loss : 20.740100 ∣ 
[  epoch 0001/0005] 0950/4800, lr:1.0e-04 ∣ avg_100 : 149.145368 ∣ l2loss : 21.778609 ∣ 
[  epoch 0001/0005] 0960/4800, lr:1.0e-04 ∣ avg_100 : 147.817276 ∣ l2loss : 21.648530 ∣ 
[  epoch 0001/0005] 0970/4800, lr:1.0e-04 ∣ avg_100 : 146.507751 ∣ l2loss : 20.793309 ∣ 
[  epoch 0001/0005] 0980/4800, lr:1.0e-04 ∣ avg_100 : 145.218487 ∣ l2loss : 20.159888 ∣ 
[  epoch 0001/0005] 0990/4800, lr:1.0e-04 ∣ avg_100 : 143.960753 ∣ l2loss : 20.702840 ∣ 
[  epoch 0001/0005] 1000/4800, lr:1.0e-04 ∣ avg_100 : 142.724421 ∣ l2loss : 20.327485 ∣ 
[  epoch 0001/0005] 1010/4800, lr:1.0e-04 ∣ avg_100 : 82.227225 ∣ l2loss : 20.509927 ∣ 
[  epoch 0001/0005] 1020/4800, lr:1.0e-04 ∣ avg_100 : 69.643561 ∣ l2loss : 19.993407 ∣ 
[  epoch 0001/0005] 1030/4800, lr:1.0e-04 ∣ avg_100 : 65.148427 ∣ l2loss : 19.481867 ∣ 
[  epoch 0001/0005] 1040/4800, lr:1.0e-04 ∣ avg_100 : 61.894834 ∣ l2loss : 18.872501 ∣ 
[  epoch 0001/0005] 1050/4800, lr:1.0e-04 ∣ avg_100 : 58.816577 ∣ l2loss : 19.568521 ∣ 
[  epoch 0001/0005] 1060/4800, lr:1.0e-04 ∣ avg_100 : 56.176210 ∣ l2loss : 20.598872 ∣ 
[  epoch 0001/0005] 1070/4800, lr:1.0e-04 ∣ avg_100 : 53.519185 ∣ l2loss : 19.433649 ∣ 
[  epoch 0001/0005] 1080/4800, lr:1.0e-04 ∣ avg_100 : 51.143948 ∣ l2loss : 18.864513 ∣ 
[  epoch 0001/0005] 1090/4800, lr:1.0e-04 ∣ avg_100 : 49.011760 ∣ l2loss : 19.710491 ∣ 
[  epoch 0001/0005] 1100/4800, lr:1.0e-04 ∣ avg_100 : 46.963954 ∣ l2loss : 19.296012 ∣ 
[  epoch 0001/0005] 1110/4800, lr:1.0e-04 ∣ avg_100 : 45.111890 ∣ l2loss : 19.046388 ∣ 
[  epoch 0001/0005] 1120/4800, lr:1.0e-04 ∣ avg_100 : 43.395616 ∣ l2loss : 18.746512 ∣ 
[  epoch 0001/0005] 1130/4800, lr:1.0e-04 ∣ avg_100 : 41.862648 ∣ l2loss : 18.809563 ∣ 
[  epoch 0001/0005] 1140/4800, lr:1.0e-04 ∣ avg_100 : 40.484604 ∣ l2loss : 19.360583 ∣ 
[  epoch 0001/0005] 1150/4800, lr:1.0e-04 ∣ avg_100 : 39.252332 ∣ l2loss : 19.599858 ∣ 
[  epoch 0001/0005] 1160/4800, lr:1.0e-04 ∣ avg_100 : 38.115342 ∣ l2loss : 18.118845 ∣ 
[  epoch 0001/0005] 1170/4800, lr:1.0e-04 ∣ avg_100 : 37.036781 ∣ l2loss : 18.834229 ∣ 
[  epoch 0001/0005] 1180/4800, lr:1.0e-04 ∣ avg_100 : 36.070716 ∣ l2loss : 18.775217 ∣ 
[  epoch 0001/0005] 1190/4800, lr:1.0e-04 ∣ avg_100 : 35.194353 ∣ l2loss : 18.462898 ∣ 
[  epoch 0001/0005] 1200/4800, lr:1.0e-04 ∣ avg_100 : 34.369486 ∣ l2loss : 17.986231 ∣ 
[  epoch 0001/0005] 1210/4800, lr:1.0e-04 ∣ avg_100 : 33.631358 ∣ l2loss : 18.444186 ∣ 
[  epoch 0001/0005] 1220/4800, lr:1.0e-04 ∣ avg_100 : 32.947544 ∣ l2loss : 18.227517 ∣ 
[  epoch 0001/0005] 1230/4800, lr:1.0e-04 ∣ avg_100 : 32.293069 ∣ l2loss : 17.112602 ∣ 
[  epoch 0001/0005] 1240/4800, lr:1.0e-04 ∣ avg_100 : 31.650570 ∣ l2loss : 17.931634 ∣ 
[  epoch 0001/0005] 1250/4800, lr:1.0e-04 ∣ avg_100 : 31.066017 ∣ l2loss : 17.998380 ∣ 
[  epoch 0001/0005] 1260/4800, lr:1.0e-04 ∣ avg_100 : 30.532838 ∣ l2loss : 18.714751 ∣ 
[  epoch 0001/0005] 1270/4800, lr:1.0e-04 ∣ avg_100 : 30.022113 ∣ l2loss : 19.094011 ∣ 
[  epoch 0001/0005] 1280/4800, lr:1.0e-04 ∣ avg_100 : 29.509565 ∣ l2loss : 17.522686 ∣ 
[  epoch 0001/0005] 1290/4800, lr:1.0e-04 ∣ avg_100 : 29.039695 ∣ l2loss : 18.160514 ∣ 
[  epoch 0001/0005] 1300/4800, lr:1.0e-04 ∣ avg_100 : 28.578723 ∣ l2loss : 17.135131 ∣ 
[  epoch 0001/0005] 1310/4800, lr:1.0e-04 ∣ avg_100 : 28.154462 ∣ l2loss : 17.735229 ∣ 
[  epoch 0001/0005] 1320/4800, lr:1.0e-04 ∣ avg_100 : 27.748066 ∣ l2loss : 16.825936 ∣ 
[  epoch 0001/0005] 1330/4800, lr:1.0e-04 ∣ avg_100 : 27.356790 ∣ l2loss : 16.678365 ∣ 
[  epoch 0001/0005] 1340/4800, lr:1.0e-04 ∣ avg_100 : 26.966990 ∣ l2loss : 16.809638 ∣ 
[  epoch 0001/0005] 1350/4800, lr:1.0e-04 ∣ avg_100 : 26.621573 ∣ l2loss : 17.244049 ∣ 
[  epoch 0001/0005] 1360/4800, lr:1.0e-04 ∣ avg_100 : 26.260748 ∣ l2loss : 17.083570 ∣ 
[  epoch 0001/0005] 1370/4800, lr:1.0e-04 ∣ avg_100 : 25.906574 ∣ l2loss : 16.466234 ∣ 
[  epoch 0001/0005] 1380/4800, lr:1.0e-04 ∣ avg_100 : 25.561631 ∣ l2loss : 16.613264 ∣ 
[  epoch 0001/0005] 1390/4800, lr:1.0e-04 ∣ avg_100 : 25.236407 ∣ l2loss : 17.396213 ∣ 
[  epoch 0001/0005] 1400/4800, lr:1.0e-04 ∣ avg_100 : 24.932606 ∣ l2loss : 16.325248 ∣ 
[  epoch 0001/0005] 1410/4800, lr:1.0e-04 ∣ avg_100 : 24.621209 ∣ l2loss : 16.598875 ∣ 
[  epoch 0001/0005] 1420/4800, lr:1.0e-04 ∣ avg_100 : 24.328959 ∣ l2loss : 16.180134 ∣ 
[  epoch 0001/0005] 1430/4800, lr:1.0e-04 ∣ avg_100 : 24.047137 ∣ l2loss : 16.463168 ∣ 
[  epoch 0001/0005] 1440/4800, lr:1.0e-04 ∣ avg_100 : 23.783025 ∣ l2loss : 16.120052 ∣ 
[  epoch 0001/0005] 1450/4800, lr:1.0e-04 ∣ avg_100 : 23.510559 ∣ l2loss : 16.287567 ∣ 
[  epoch 0001/0005] 1460/4800, lr:1.0e-04 ∣ avg_100 : 23.257065 ∣ l2loss : 15.686761 ∣ 
[  epoch 0001/0005] 1470/4800, lr:1.0e-04 ∣ avg_100 : 23.007824 ∣ l2loss : 15.981341 ∣ 
[  epoch 0001/0005] 1480/4800, lr:1.0e-04 ∣ avg_100 : 22.765953 ∣ l2loss : 15.955691 ∣ 
[  epoch 0001/0005] 1490/4800, lr:1.0e-04 ∣ avg_100 : 22.538210 ∣ l2loss : 15.778302 ∣ 
[  epoch 0001/0005] 1500/4800, lr:1.0e-04 ∣ avg_100 : 22.308616 ∣ l2loss : 15.447327 ∣ 
[  epoch 0001/0005] 1510/4800, lr:1.0e-04 ∣ avg_100 : 22.090912 ∣ l2loss : 16.030288 ∣ 
[  epoch 0001/0005] 1520/4800, lr:1.0e-04 ∣ avg_100 : 21.869599 ∣ l2loss : 15.423954 ∣ 
[  epoch 0001/0005] 1530/4800, lr:1.0e-04 ∣ avg_100 : 21.667178 ∣ l2loss : 15.164881 ∣ 
[  epoch 0001/0005] 1540/4800, lr:1.0e-04 ∣ avg_100 : 21.467743 ∣ l2loss : 15.074564 ∣ 
[  epoch 0001/0005] 1550/4800, lr:1.0e-04 ∣ avg_100 : 21.268629 ∣ l2loss : 15.400193 ∣ 
[  epoch 0001/0005] 1560/4800, lr:1.0e-04 ∣ avg_100 : 21.087707 ∣ l2loss : 15.757234 ∣ 
[  epoch 0001/0005] 1570/4800, lr:1.0e-04 ∣ avg_100 : 20.906957 ∣ l2loss : 15.619032 ∣ 
[  epoch 0001/0005] 1580/4800, lr:1.0e-04 ∣ avg_100 : 20.749022 ∣ l2loss : 15.767416 ∣ 
[  epoch 0001/0005] 1590/4800, lr:1.0e-04 ∣ avg_100 : 20.593866 ∣ l2loss : 15.731534 ∣ 
[  epoch 0001/0005] 1600/4800, lr:1.0e-04 ∣ avg_100 : 20.415859 ∣ l2loss : 15.543984 ∣ 
[  epoch 0001/0005] 1610/4800, lr:1.0e-04 ∣ avg_100 : 20.255127 ∣ l2loss : 14.851156 ∣ 
[  epoch 0001/0005] 1620/4800, lr:1.0e-04 ∣ avg_100 : 20.098113 ∣ l2loss : 15.014293 ∣ 
[  epoch 0001/0005] 1630/4800, lr:1.0e-04 ∣ avg_100 : 19.949253 ∣ l2loss : 15.345551 ∣ 
[  epoch 0001/0005] 1640/4800, lr:1.0e-04 ∣ avg_100 : 19.795747 ∣ l2loss : 14.904757 ∣ 
[  epoch 0001/0005] 1650/4800, lr:1.0e-04 ∣ avg_100 : 19.650920 ∣ l2loss : 14.302117 ∣ 
[  epoch 0001/0005] 1660/4800, lr:1.0e-04 ∣ avg_100 : 19.521238 ∣ l2loss : 15.553451 ∣ 
[  epoch 0001/0005] 1670/4800, lr:1.0e-04 ∣ avg_100 : 19.379137 ∣ l2loss : 14.679348 ∣ 
[  epoch 0001/0005] 1680/4800, lr:1.0e-04 ∣ avg_100 : 19.239966 ∣ l2loss : 14.317838 ∣ 
[  epoch 0001/0005] 1690/4800, lr:1.0e-04 ∣ avg_100 : 19.105752 ∣ l2loss : 15.070011 ∣ 
[  epoch 0001/0005] 1700/4800, lr:1.0e-04 ∣ avg_100 : 18.981475 ∣ l2loss : 14.335802 ∣ 
[  epoch 0001/0005] 1710/4800, lr:1.0e-04 ∣ avg_100 : 18.853169 ∣ l2loss : 14.509219 ∣ 
[  epoch 0001/0005] 1720/4800, lr:1.0e-04 ∣ avg_100 : 18.729117 ∣ l2loss : 14.458242 ∣ 
[  epoch 0001/0005] 1730/4800, lr:1.0e-04 ∣ avg_100 : 18.607476 ∣ l2loss : 14.968101 ∣ 
[  epoch 0001/0005] 1740/4800, lr:1.0e-04 ∣ avg_100 : 18.489465 ∣ l2loss : 14.529194 ∣ 
[  epoch 0001/0005] 1750/4800, lr:1.0e-04 ∣ avg_100 : 18.370024 ∣ l2loss : 14.274074 ∣ 
[  epoch 0001/0005] 1760/4800, lr:1.0e-04 ∣ avg_100 : 18.241740 ∣ l2loss : 14.211480 ∣ 
[  epoch 0001/0005] 1770/4800, lr:1.0e-04 ∣ avg_100 : 18.129605 ∣ l2loss : 14.027175 ∣ 
[  epoch 0001/0005] 1780/4800, lr:1.0e-04 ∣ avg_100 : 18.034482 ∣ l2loss : 14.379430 ∣ 
[  epoch 0001/0005] 1790/4800, lr:1.0e-04 ∣ avg_100 : 17.925067 ∣ l2loss : 14.522085 ∣ 
[  epoch 0001/0005] 1800/4800, lr:1.0e-04 ∣ avg_100 : 17.835974 ∣ l2loss : 14.984463 ∣ 
[  epoch 0001/0005] 1810/4800, lr:1.0e-04 ∣ avg_100 : 17.747163 ∣ l2loss : 14.949705 ∣ 
[  epoch 0001/0005] 1820/4800, lr:1.0e-04 ∣ avg_100 : 17.661598 ∣ l2loss : 14.632782 ∣ 
[  epoch 0001/0005] 1830/4800, lr:1.0e-04 ∣ avg_100 : 17.575959 ∣ l2loss : 14.835475 ∣ 
[  epoch 0001/0005] 1840/4800, lr:1.0e-04 ∣ avg_100 : 17.485150 ∣ l2loss : 13.916593 ∣ 
[  epoch 0001/0005] 1850/4800, lr:1.0e-04 ∣ avg_100 : 17.408790 ∣ l2loss : 15.148443 ∣ 
[  epoch 0001/0005] 1860/4800, lr:1.0e-04 ∣ avg_100 : 17.317873 ∣ l2loss : 14.276486 ∣ 
[  epoch 0001/0005] 1870/4800, lr:1.0e-04 ∣ avg_100 : 17.234528 ∣ l2loss : 14.667094 ∣ 
[  epoch 0001/0005] 1880/4800, lr:1.0e-04 ∣ avg_100 : 17.156502 ∣ l2loss : 14.606907 ∣ 
[  epoch 0001/0005] 1890/4800, lr:1.0e-04 ∣ avg_100 : 17.076787 ∣ l2loss : 14.410441 ∣ 
[  epoch 0001/0005] 1900/4800, lr:1.0e-04 ∣ avg_100 : 16.996898 ∣ l2loss : 13.751763 ∣ 
[  epoch 0001/0005] 1910/4800, lr:1.0e-04 ∣ avg_100 : 16.917545 ∣ l2loss : 13.967557 ∣ 
[  epoch 0001/0005] 1920/4800, lr:1.0e-04 ∣ avg_100 : 16.837486 ∣ l2loss : 13.855298 ∣ 
[  epoch 0001/0005] 1930/4800, lr:1.0e-04 ∣ avg_100 : 16.758661 ∣ l2loss : 13.857475 ∣ 
[  epoch 0001/0005] 1940/4800, lr:1.0e-04 ∣ avg_100 : 16.691989 ∣ l2loss : 14.072899 ∣ 
[  epoch 0001/0005] 1950/4800, lr:1.0e-04 ∣ avg_100 : 16.611078 ∣ l2loss : 13.687486 ∣ 
[  epoch 0001/0005] 1960/4800, lr:1.0e-04 ∣ avg_100 : 16.530167 ∣ l2loss : 13.557491 ∣ 
[  epoch 0001/0005] 1970/4800, lr:1.0e-04 ∣ avg_100 : 16.459506 ∣ l2loss : 13.727184 ∣ 
[  epoch 0001/0005] 1980/4800, lr:1.0e-04 ∣ avg_100 : 16.388706 ∣ l2loss : 13.079830 ∣ 
[  epoch 0001/0005] 1990/4800, lr:1.0e-04 ∣ avg_100 : 16.316574 ∣ l2loss : 13.489683 ∣ 
[  epoch 0001/0005] 2000/4800, lr:1.0e-04 ∣ avg_100 : 16.251008 ∣ l2loss : 13.770884 ∣ 
[  epoch 0001/0005] 2010/4800, lr:1.0e-04 ∣ avg_100 : 16.187182 ∣ l2loss : 14.127291 ∣ 
[  epoch 0001/0005] 2020/4800, lr:1.0e-04 ∣ avg_100 : 16.123880 ∣ l2loss : 13.663282 ∣ 
[  epoch 0001/0005] 2030/4800, lr:1.0e-04 ∣ avg_100 : 16.063096 ∣ l2loss : 13.403475 ∣ 
[  epoch 0001/0005] 2040/4800, lr:1.0e-04 ∣ avg_100 : 16.007100 ∣ l2loss : 13.272811 ∣ 
[  epoch 0001/0005] 2050/4800, lr:1.0e-04 ∣ avg_100 : 15.942404 ∣ l2loss : 13.098957 ∣ 
[  epoch 0001/0005] 2060/4800, lr:1.0e-04 ∣ avg_100 : 15.870334 ∣ l2loss : 13.391902 ∣ 
[  epoch 0001/0005] 2070/4800, lr:1.0e-04 ∣ avg_100 : 15.808615 ∣ l2loss : 13.261713 ∣ 
[  epoch 0001/0005] 2080/4800, lr:1.0e-04 ∣ avg_100 : 15.749033 ∣ l2loss : 12.906289 ∣ 
[  epoch 0001/0005] 2090/4800, lr:1.0e-04 ∣ avg_100 : 15.683360 ∣ l2loss : 13.143264 ∣ 
[  epoch 0001/0005] 2100/4800, lr:1.0e-04 ∣ avg_100 : 15.622560 ∣ l2loss : 13.215977 ∣ 
[  epoch 0001/0005] 2110/4800, lr:1.0e-04 ∣ avg_100 : 15.556618 ∣ l2loss : 12.452226 ∣ 
[  epoch 0001/0005] 2120/4800, lr:1.0e-04 ∣ avg_100 : 15.495858 ∣ l2loss : 12.670499 ∣ 
[  epoch 0001/0005] 2130/4800, lr:1.0e-04 ∣ avg_100 : 15.436669 ∣ l2loss : 12.890664 ∣ 
[  epoch 0001/0005] 2140/4800, lr:1.0e-04 ∣ avg_100 : 15.374793 ∣ l2loss : 13.172985 ∣ 
[  epoch 0001/0005] 2150/4800, lr:1.0e-04 ∣ avg_100 : 15.309180 ∣ l2loss : 13.038523 ∣ 
[  epoch 0001/0005] 2160/4800, lr:1.0e-04 ∣ avg_100 : 15.261047 ∣ l2loss : 13.305522 ∣ 
[  epoch 0001/0005] 2170/4800, lr:1.0e-04 ∣ avg_100 : 15.199301 ∣ l2loss : 12.659626 ∣ 
[  epoch 0001/0005] 2180/4800, lr:1.0e-04 ∣ avg_100 : 15.140004 ∣ l2loss : 12.845585 ∣ 
[  epoch 0001/0005] 2190/4800, lr:1.0e-04 ∣ avg_100 : 15.083989 ∣ l2loss : 12.861341 ∣ 
[  epoch 0001/0005] 2200/4800, lr:1.0e-04 ∣ avg_100 : 15.045116 ∣ l2loss : 14.098955 ∣ 
[  epoch 0001/0005] 2210/4800, lr:1.0e-04 ∣ avg_100 : 14.991492 ∣ l2loss : 13.081823 ∣ 
[  epoch 0001/0005] 2220/4800, lr:1.0e-04 ∣ avg_100 : 14.944218 ∣ l2loss : 13.500111 ∣ 
[  epoch 0001/0005] 2230/4800, lr:1.0e-04 ∣ avg_100 : 14.907402 ∣ l2loss : 13.430941 ∣ 
[  epoch 0001/0005] 2240/4800, lr:1.0e-04 ∣ avg_100 : 14.855991 ∣ l2loss : 12.790592 ∣ 
[  epoch 0001/0005] 2250/4800, lr:1.0e-04 ∣ avg_100 : 14.802296 ∣ l2loss : 12.628813 ∣ 
[  epoch 0001/0005] 2260/4800, lr:1.0e-04 ∣ avg_100 : 14.738009 ∣ l2loss : 12.286050 ∣ 
[  epoch 0001/0005] 2270/4800, lr:1.0e-04 ∣ avg_100 : 14.670332 ∣ l2loss : 12.326396 ∣ 
[  epoch 0001/0005] 2280/4800, lr:1.0e-04 ∣ avg_100 : 14.619976 ∣ l2loss : 12.487040 ∣ 
[  epoch 0001/0005] 2290/4800, lr:1.0e-04 ∣ avg_100 : 14.571617 ∣ l2loss : 13.324597 ∣ 
[  epoch 0001/0005] 2300/4800, lr:1.0e-04 ∣ avg_100 : 14.532453 ∣ l2loss : 13.218697 ∣ 
[  epoch 0001/0005] 2310/4800, lr:1.0e-04 ∣ avg_100 : 14.480802 ∣ l2loss : 12.570205 ∣ 
[  epoch 0001/0005] 2320/4800, lr:1.0e-04 ∣ avg_100 : 14.442557 ∣ l2loss : 13.001433 ∣ 
[  epoch 0001/0005] 2330/4800, lr:1.0e-04 ∣ avg_100 : 14.400472 ∣ l2loss : 12.469798 ∣ 
[  epoch 0001/0005] 2340/4800, lr:1.0e-04 ∣ avg_100 : 14.358204 ∣ l2loss : 12.582905 ∣ 
[  epoch 0001/0005] 2350/4800, lr:1.0e-04 ∣ avg_100 : 14.311171 ∣ l2loss : 12.540757 ∣ 
[  epoch 0001/0005] 2360/4800, lr:1.0e-04 ∣ avg_100 : 14.262912 ∣ l2loss : 12.257618 ∣ 
[  epoch 0001/0005] 2370/4800, lr:1.0e-04 ∣ avg_100 : 14.223422 ∣ l2loss : 12.517262 ∣ 
[  epoch 0001/0005] 2380/4800, lr:1.0e-04 ∣ avg_100 : 14.184637 ∣ l2loss : 12.734712 ∣ 
[  epoch 0001/0005] 2390/4800, lr:1.0e-04 ∣ avg_100 : 14.133079 ∣ l2loss : 12.240498 ∣ 
[  epoch 0001/0005] 2400/4800, lr:1.0e-04 ∣ avg_100 : 14.093053 ∣ l2loss : 12.322579 ∣ 
[  epoch 0001/0005] 2410/4800, lr:1.0e-04 ∣ avg_100 : 14.049447 ∣ l2loss : 12.238291 ∣ 
[  epoch 0001/0005] 2420/4800, lr:1.0e-04 ∣ avg_100 : 14.011688 ∣ l2loss : 12.404267 ∣ 
[  epoch 0001/0005] 2430/4800, lr:1.0e-04 ∣ avg_100 : 13.971524 ∣ l2loss : 12.446742 ∣ 
[  epoch 0001/0005] 2440/4800, lr:1.0e-04 ∣ avg_100 : 13.935231 ∣ l2loss : 12.490773 ∣ 
[  epoch 0001/0005] 2450/4800, lr:1.0e-04 ∣ avg_100 : 13.897361 ∣ l2loss : 12.500530 ∣ 
[  epoch 0001/0005] 2460/4800, lr:1.0e-04 ∣ avg_100 : 13.865278 ∣ l2loss : 12.478436 ∣ 
[  epoch 0001/0005] 2470/4800, lr:1.0e-04 ∣ avg_100 : 13.827972 ∣ l2loss : 12.250764 ∣ 
[  epoch 0001/0005] 2480/4800, lr:1.0e-04 ∣ avg_100 : 13.790234 ∣ l2loss : 12.181909 ∣ 
[  epoch 0001/0005] 2490/4800, lr:1.0e-04 ∣ avg_100 : 13.754064 ∣ l2loss : 12.161292 ∣ 
[  epoch 0001/0005] 2500/4800, lr:1.0e-04 ∣ avg_100 : 13.723029 ∣ l2loss : 12.343822 ∣ 
[  epoch 0001/0005] 2510/4800, lr:1.0e-04 ∣ avg_100 : 13.682779 ∣ l2loss : 12.005310 ∣ 
[  epoch 0001/0005] 2520/4800, lr:1.0e-04 ∣ avg_100 : 13.648782 ∣ l2loss : 12.024264 ∣ 
[  epoch 0001/0005] 2530/4800, lr:1.0e-04 ∣ avg_100 : 13.622018 ∣ l2loss : 12.488465 ∣ 
[  epoch 0001/0005] 2540/4800, lr:1.0e-04 ∣ avg_100 : 13.594684 ∣ l2loss : 12.341188 ∣ 
[  epoch 0001/0005] 2550/4800, lr:1.0e-04 ∣ avg_100 : 13.563262 ∣ l2loss : 12.258016 ∣ 
[  epoch 0001/0005] 2560/4800, lr:1.0e-04 ∣ avg_100 : 13.532505 ∣ l2loss : 12.681463 ∣ 
[  epoch 0001/0005] 2570/4800, lr:1.0e-04 ∣ avg_100 : 13.499071 ∣ l2loss : 12.275647 ∣ 
[  epoch 0001/0005] 2580/4800, lr:1.0e-04 ∣ avg_100 : 13.461025 ∣ l2loss : 11.962812 ∣ 
[  epoch 0001/0005] 2590/4800, lr:1.0e-04 ∣ avg_100 : 13.421654 ∣ l2loss : 11.794418 ∣ 
[  epoch 0001/0005] 2600/4800, lr:1.0e-04 ∣ avg_100 : 13.385370 ∣ l2loss : 11.915651 ∣ 
[  epoch 0001/0005] 2610/4800, lr:1.0e-04 ∣ avg_100 : 13.352644 ∣ l2loss : 11.578507 ∣ 
[  epoch 0001/0005] 2620/4800, lr:1.0e-04 ∣ avg_100 : 13.326078 ∣ l2loss : 12.357669 ∣ 
[  epoch 0001/0005] 2630/4800, lr:1.0e-04 ∣ avg_100 : 13.286600 ∣ l2loss : 11.397767 ∣ 
[  epoch 0001/0005] 2640/4800, lr:1.0e-04 ∣ avg_100 : 13.256987 ∣ l2loss : 11.943441 ∣ 
[  epoch 0001/0005] 2650/4800, lr:1.0e-04 ∣ avg_100 : 13.233313 ∣ l2loss : 11.934724 ∣ 
[  epoch 0001/0005] 2660/4800, lr:1.0e-04 ∣ avg_100 : 13.196907 ∣ l2loss : 11.912880 ∣ 
[  epoch 0001/0005] 2670/4800, lr:1.0e-04 ∣ avg_100 : 13.171843 ∣ l2loss : 12.172973 ∣ 
[  epoch 0001/0005] 2680/4800, lr:1.0e-04 ∣ avg_100 : 13.146774 ∣ l2loss : 11.810878 ∣ 
[  epoch 0001/0005] 2690/4800, lr:1.0e-04 ∣ avg_100 : 13.113381 ∣ l2loss : 11.730777 ∣ 
[  epoch 0001/0005] 2700/4800, lr:1.0e-04 ∣ avg_100 : 13.091440 ∣ l2loss : 12.141694 ∣ 
[  epoch 0001/0005] 2710/4800, lr:1.0e-04 ∣ avg_100 : 13.065858 ∣ l2loss : 11.950970 ∣ 
[  epoch 0001/0005] 2720/4800, lr:1.0e-04 ∣ avg_100 : 13.040121 ∣ l2loss : 11.884597 ∣ 
[  epoch 0001/0005] 2730/4800, lr:1.0e-04 ∣ avg_100 : 13.009869 ∣ l2loss : 11.942919 ∣ 
[  epoch 0001/0005] 2740/4800, lr:1.0e-04 ∣ avg_100 : 12.980590 ∣ l2loss : 11.601239 ∣ 
[  epoch 0001/0005] 2750/4800, lr:1.0e-04 ∣ avg_100 : 12.955220 ∣ l2loss : 11.737112 ∣ 
[  epoch 0001/0005] 2760/4800, lr:1.0e-04 ∣ avg_100 : 12.930306 ∣ l2loss : 11.720098 ∣ 
[  epoch 0001/0005] 2770/4800, lr:1.0e-04 ∣ avg_100 : 12.908936 ∣ l2loss : 11.890148 ∣ 
[  epoch 0001/0005] 2780/4800, lr:1.0e-04 ∣ avg_100 : 12.885419 ∣ l2loss : 12.027666 ∣ 
[  epoch 0001/0005] 2790/4800, lr:1.0e-04 ∣ avg_100 : 12.857578 ∣ l2loss : 11.738033 ∣ 
[  epoch 0001/0005] 2800/4800, lr:1.0e-04 ∣ avg_100 : 12.824291 ∣ l2loss : 11.655714 ∣ 
[  epoch 0001/0005] 2810/4800, lr:1.0e-04 ∣ avg_100 : 12.790928 ∣ l2loss : 11.613484 ∣ 
[  epoch 0001/0005] 2820/4800, lr:1.0e-04 ∣ avg_100 : 12.761843 ∣ l2loss : 11.724249 ∣ 
[  epoch 0001/0005] 2830/4800, lr:1.0e-04 ∣ avg_100 : 12.739944 ∣ l2loss : 12.645597 ∣ 
[  epoch 0001/0005] 2840/4800, lr:1.0e-04 ∣ avg_100 : 12.721810 ∣ l2loss : 12.103182 ∣ 
[  epoch 0001/0005] 2850/4800, lr:1.0e-04 ∣ avg_100 : 12.682766 ∣ l2loss : 11.244040 ∣ 
[  epoch 0001/0005] 2860/4800, lr:1.0e-04 ∣ avg_100 : 12.656643 ∣ l2loss : 11.664170 ∣ 
[  epoch 0001/0005] 2870/4800, lr:1.0e-04 ∣ avg_100 : 12.627158 ∣ l2loss : 11.718603 ∣ 
[  epoch 0001/0005] 2880/4800, lr:1.0e-04 ∣ avg_100 : 12.590289 ∣ l2loss : 10.919956 ∣ 
[  epoch 0001/0005] 2890/4800, lr:1.0e-04 ∣ avg_100 : 12.560171 ∣ l2loss : 11.398670 ∣ 
[  epoch 0001/0005] 2900/4800, lr:1.0e-04 ∣ avg_100 : 12.535951 ∣ l2loss : 11.329757 ∣ 
[  epoch 0001/0005] 2910/4800, lr:1.0e-04 ∣ avg_100 : 12.510413 ∣ l2loss : 11.413790 ∣ 
[  epoch 0001/0005] 2920/4800, lr:1.0e-04 ∣ avg_100 : 12.493365 ∣ l2loss : 12.150466 ∣ 
[  epoch 0001/0005] 2930/4800, lr:1.0e-04 ∣ avg_100 : 12.473319 ∣ l2loss : 11.852899 ∣ 
[  epoch 0001/0005] 2940/4800, lr:1.0e-04 ∣ avg_100 : 12.451640 ∣ l2loss : 11.904978 ∣ 
[  epoch 0001/0005] 2950/4800, lr:1.0e-04 ∣ avg_100 : 12.448033 ∣ l2loss : 13.326783 ∣ 
[  epoch 0001/0005] 2960/4800, lr:1.0e-04 ∣ avg_100 : 12.437931 ∣ l2loss : 12.547304 ∣ 
[  epoch 0001/0005] 2970/4800, lr:1.0e-04 ∣ avg_100 : 12.422845 ∣ l2loss : 12.218639 ∣ 
[  epoch 0001/0005] 2980/4800, lr:1.0e-04 ∣ avg_100 : 12.412089 ∣ l2loss : 12.004159 ∣ 
[  epoch 0001/0005] 2990/4800, lr:1.0e-04 ∣ avg_100 : 12.396902 ∣ l2loss : 11.970969 ∣ 
[  epoch 0001/0005] 3000/4800, lr:1.0e-04 ∣ avg_100 : 12.381165 ∣ l2loss : 12.197273 ∣ 
[  epoch 0001/0005] 3010/4800, lr:1.0e-04 ∣ avg_100 : 12.363290 ∣ l2loss : 12.339754 ∣ 
[  epoch 0001/0005] 3020/4800, lr:1.0e-04 ∣ avg_100 : 12.345510 ∣ l2loss : 11.885248 ∣ 
[  epoch 0001/0005] 3030/4800, lr:1.0e-04 ∣ avg_100 : 12.328613 ∣ l2loss : 11.713773 ∣ 
[  epoch 0001/0005] 3040/4800, lr:1.0e-04 ∣ avg_100 : 12.318441 ∣ l2loss : 12.255676 ∣ 
[  epoch 0001/0005] 3050/4800, lr:1.0e-04 ∣ avg_100 : 12.303087 ∣ l2loss : 11.563509 ∣ 
[  epoch 0001/0005] 3060/4800, lr:1.0e-04 ∣ avg_100 : 12.286091 ∣ l2loss : 11.692319 ∣ 
[  epoch 0001/0005] 3070/4800, lr:1.0e-04 ∣ avg_100 : 12.271558 ∣ l2loss : 11.808365 ∣ 
[  epoch 0001/0005] 3080/4800, lr:1.0e-04 ∣ avg_100 : 12.259539 ∣ l2loss : 11.704377 ∣ 
[  epoch 0001/0005] 3090/4800, lr:1.0e-04 ∣ avg_100 : 12.241751 ∣ l2loss : 11.364542 ∣ 
[  epoch 0001/0005] 3100/4800, lr:1.0e-04 ∣ avg_100 : 12.223391 ∣ l2loss : 11.379995 ∣ 
[  epoch 0001/0005] 3110/4800, lr:1.0e-04 ∣ avg_100 : 12.221624 ∣ l2loss : 12.275475 ∣ 
[  epoch 0001/0005] 3120/4800, lr:1.0e-04 ∣ avg_100 : 12.222049 ∣ l2loss : 12.713017 ∣ 
[  epoch 0001/0005] 3130/4800, lr:1.0e-04 ∣ avg_100 : 12.207458 ∣ l2loss : 11.431582 ∣ 
[  epoch 0001/0005] 3140/4800, lr:1.0e-04 ∣ avg_100 : 12.190125 ∣ l2loss : 11.439643 ∣ 
[  epoch 0001/0005] 3150/4800, lr:1.0e-04 ∣ avg_100 : 12.181187 ∣ l2loss : 12.144706 ∣ 
[  epoch 0001/0005] 3160/4800, lr:1.0e-04 ∣ avg_100 : 12.166702 ∣ l2loss : 11.857002 ∣ 
[  epoch 0001/0005] 3170/4800, lr:1.0e-04 ∣ avg_100 : 12.159905 ∣ l2loss : 11.980001 ∣ 
[  epoch 0001/0005] 3180/4800, lr:1.0e-04 ∣ avg_100 : 12.150077 ∣ l2loss : 11.862734 ∣ 
[  epoch 0001/0005] 3190/4800, lr:1.0e-04 ∣ avg_100 : 12.143069 ∣ l2loss : 12.160592 ∣ 
[  epoch 0001/0005] 3200/4800, lr:1.0e-04 ∣ avg_100 : 12.117529 ∣ l2loss : 11.544961 ∣ 
[  epoch 0001/0005] 3210/4800, lr:1.0e-04 ∣ avg_100 : 12.101033 ∣ l2loss : 11.432213 ∣ 
[  epoch 0001/0005] 3220/4800, lr:1.0e-04 ∣ avg_100 : 12.084727 ∣ l2loss : 11.869482 ∣ 
[  epoch 0001/0005] 3230/4800, lr:1.0e-04 ∣ avg_100 : 12.063916 ∣ l2loss : 11.349800 ∣ 
[  epoch 0001/0005] 3240/4800, lr:1.0e-04 ∣ avg_100 : 12.051604 ∣ l2loss : 11.559437 ∣ 
[  epoch 0001/0005] 3250/4800, lr:1.0e-04 ∣ avg_100 : 12.037633 ∣ l2loss : 11.231729 ∣ 
[  epoch 0001/0005] 3260/4800, lr:1.0e-04 ∣ avg_100 : 12.028476 ∣ l2loss : 11.370338 ∣ 
[  epoch 0001/0005] 3270/4800, lr:1.0e-04 ∣ avg_100 : 12.020788 ∣ l2loss : 11.557632 ∣ 
[  epoch 0001/0005] 3280/4800, lr:1.0e-04 ∣ avg_100 : 12.014380 ∣ l2loss : 11.846152 ∣ 
[  epoch 0001/0005] 3290/4800, lr:1.0e-04 ∣ avg_100 : 11.995015 ∣ l2loss : 11.388190 ∣ 
[  epoch 0001/0005] 3300/4800, lr:1.0e-04 ∣ avg_100 : 11.973990 ∣ l2loss : 11.116139 ∣ 
[  epoch 0001/0005] 3310/4800, lr:1.0e-04 ∣ avg_100 : 11.963696 ∣ l2loss : 11.540849 ∣ 
[  epoch 0001/0005] 3320/4800, lr:1.0e-04 ∣ avg_100 : 11.953466 ∣ l2loss : 11.978369 ∣ 
[  epoch 0001/0005] 3330/4800, lr:1.0e-04 ∣ avg_100 : 11.941789 ∣ l2loss : 11.302181 ∣ 
[  epoch 0001/0005] 3340/4800, lr:1.0e-04 ∣ avg_100 : 11.927440 ∣ l2loss : 11.147977 ∣ 
[  epoch 0001/0005] 3350/4800, lr:1.0e-04 ∣ avg_100 : 11.920274 ∣ l2loss : 11.824138 ∣ 
[  epoch 0001/0005] 3360/4800, lr:1.0e-04 ∣ avg_100 : 11.907320 ∣ l2loss : 10.962202 ∣ 
[  epoch 0001/0005] 3370/4800, lr:1.0e-04 ∣ avg_100 : 11.895120 ∣ l2loss : 11.297242 ∣ 
[  epoch 0001/0005] 3380/4800, lr:1.0e-04 ∣ avg_100 : 11.882642 ∣ l2loss : 11.486930 ∣ 
[  epoch 0001/0005] 3390/4800, lr:1.0e-04 ∣ avg_100 : 11.870731 ∣ l2loss : 11.049429 ∣ 
[  epoch 0001/0005] 3400/4800, lr:1.0e-04 ∣ avg_100 : 11.863476 ∣ l2loss : 11.597096 ∣ 
[  epoch 0001/0005] 3410/4800, lr:1.0e-04 ∣ avg_100 : 11.856893 ∣ l2loss : 11.579910 ∣ 
[  epoch 0001/0005] 3420/4800, lr:1.0e-04 ∣ avg_100 : 11.849326 ∣ l2loss : 11.647648 ∣ 
[  epoch 0001/0005] 3430/4800, lr:1.0e-04 ∣ avg_100 : 11.835480 ∣ l2loss : 11.062120 ∣ 
[  epoch 0001/0005] 3440/4800, lr:1.0e-04 ∣ avg_100 : 11.824346 ∣ l2loss : 11.377413 ∣ 
[  epoch 0001/0005] 3450/4800, lr:1.0e-04 ∣ avg_100 : 11.810621 ∣ l2loss : 11.127979 ∣ 
[  epoch 0001/0005] 3460/4800, lr:1.0e-04 ∣ avg_100 : 11.793435 ∣ l2loss : 10.759841 ∣ 
[  epoch 0001/0005] 3470/4800, lr:1.0e-04 ∣ avg_100 : 11.783598 ∣ l2loss : 11.267027 ∣ 
[  epoch 0001/0005] 3480/4800, lr:1.0e-04 ∣ avg_100 : 11.774438 ∣ l2loss : 11.265900 ∣ 
[  epoch 0001/0005] 3490/4800, lr:1.0e-04 ∣ avg_100 : 11.764033 ∣ l2loss : 11.120874 ∣ 
[  epoch 0001/0005] 3500/4800, lr:1.0e-04 ∣ avg_100 : 11.752319 ∣ l2loss : 11.172386 ∣ 
[  epoch 0001/0005] 3510/4800, lr:1.0e-04 ∣ avg_100 : 11.747865 ∣ l2loss : 11.559926 ∣ 
[  epoch 0001/0005] 3520/4800, lr:1.0e-04 ∣ avg_100 : 11.738632 ∣ l2loss : 11.100917 ∣ 
[  epoch 0001/0005] 3530/4800, lr:1.0e-04 ∣ avg_100 : 11.726580 ∣ l2loss : 11.283255 ∣ 
[  epoch 0001/0005] 3540/4800, lr:1.0e-04 ∣ avg_100 : 11.719541 ∣ l2loss : 11.637281 ∣ 
[  epoch 0001/0005] 3550/4800, lr:1.0e-04 ∣ avg_100 : 11.705432 ∣ l2loss : 10.847160 ∣ 
[  epoch 0001/0005] 3560/4800, lr:1.0e-04 ∣ avg_100 : 11.687776 ∣ l2loss : 10.915830 ∣ 
[  epoch 0001/0005] 3570/4800, lr:1.0e-04 ∣ avg_100 : 11.675050 ∣ l2loss : 11.003122 ∣ 
[  epoch 0001/0005] 3580/4800, lr:1.0e-04 ∣ avg_100 : 11.670635 ∣ l2loss : 11.521231 ∣ 
[  epoch 0001/0005] 3590/4800, lr:1.0e-04 ∣ avg_100 : 11.661889 ∣ l2loss : 10.919897 ∣ 
[  epoch 0001/0005] 3600/4800, lr:1.0e-04 ∣ avg_100 : 11.652233 ∣ l2loss : 10.950031 ∣ 
[  epoch 0001/0005] 3610/4800, lr:1.0e-04 ∣ avg_100 : 11.653991 ∣ l2loss : 11.754312 ∣ 
[  epoch 0001/0005] 3620/4800, lr:1.0e-04 ∣ avg_100 : 11.646432 ∣ l2loss : 11.601736 ∣ 
[  epoch 0001/0005] 3630/4800, lr:1.0e-04 ∣ avg_100 : 11.639196 ∣ l2loss : 10.674148 ∣ 
[  epoch 0001/0005] 3640/4800, lr:1.0e-04 ∣ avg_100 : 11.635388 ∣ l2loss : 11.562681 ∣ 
[  epoch 0001/0005] 3650/4800, lr:1.0e-04 ∣ avg_100 : 11.624081 ∣ l2loss : 10.804002 ∣ 
[  epoch 0001/0005] 3660/4800, lr:1.0e-04 ∣ avg_100 : 11.617943 ∣ l2loss : 11.299132 ∣ 
[  epoch 0001/0005] 3670/4800, lr:1.0e-04 ∣ avg_100 : 11.607687 ∣ l2loss : 11.147293 ∣ 
[  epoch 0001/0005] 3680/4800, lr:1.0e-04 ∣ avg_100 : 11.606560 ∣ l2loss : 11.698260 ∣ 
[  epoch 0001/0005] 3690/4800, lr:1.0e-04 ∣ avg_100 : 11.597290 ∣ l2loss : 10.803717 ∣ 
[  epoch 0001/0005] 3700/4800, lr:1.0e-04 ∣ avg_100 : 11.579791 ∣ l2loss : 10.391799 ∣ 
[  epoch 0001/0005] 3710/4800, lr:1.0e-04 ∣ avg_100 : 11.573650 ∣ l2loss : 11.336916 ∣ 
[  epoch 0001/0005] 3720/4800, lr:1.0e-04 ∣ avg_100 : 11.564017 ∣ l2loss : 10.921237 ∣ 
[  epoch 0001/0005] 3730/4800, lr:1.0e-04 ∣ avg_100 : 11.556699 ∣ l2loss : 11.211146 ∣ 
[  epoch 0001/0005] 3740/4800, lr:1.0e-04 ∣ avg_100 : 11.550684 ∣ l2loss : 10.999693 ∣ 
[  epoch 0001/0005] 3750/4800, lr:1.0e-04 ∣ avg_100 : 11.543526 ∣ l2loss : 11.021405 ∣ 
[  epoch 0001/0005] 3760/4800, lr:1.0e-04 ∣ avg_100 : 11.535627 ∣ l2loss : 10.930117 ∣ 
[  epoch 0001/0005] 3770/4800, lr:1.0e-04 ∣ avg_100 : 11.523854 ∣ l2loss : 10.712909 ∣ 
[  epoch 0001/0005] 3780/4800, lr:1.0e-04 ∣ avg_100 : 11.514415 ∣ l2loss : 11.083759 ∣ 
[  epoch 0001/0005] 3790/4800, lr:1.0e-04 ∣ avg_100 : 11.504402 ∣ l2loss : 10.736742 ∣ 
[  epoch 0001/0005] 3800/4800, lr:1.0e-04 ∣ avg_100 : 11.494538 ∣ l2loss : 10.669285 ∣ 
[  epoch 0001/0005] 3810/4800, lr:1.0e-04 ∣ avg_100 : 11.494922 ∣ l2loss : 11.651859 ∣ 
[  epoch 0001/0005] 3820/4800, lr:1.0e-04 ∣ avg_100 : 11.484832 ∣ l2loss : 10.715246 ∣ 
[  epoch 0001/0005] 3830/4800, lr:1.0e-04 ∣ avg_100 : 11.470513 ∣ l2loss : 11.213764 ∣ 
[  epoch 0001/0005] 3840/4800, lr:1.0e-04 ∣ avg_100 : 11.458530 ∣ l2loss : 10.904873 ∣ 
[  epoch 0001/0005] 3850/4800, lr:1.0e-04 ∣ avg_100 : 11.453544 ∣ l2loss : 10.745398 ∣ 
[  epoch 0001/0005] 3860/4800, lr:1.0e-04 ∣ avg_100 : 11.450829 ∣ l2loss : 11.392644 ∣ 
[  epoch 0001/0005] 3870/4800, lr:1.0e-04 ∣ avg_100 : 11.443475 ∣ l2loss : 10.983212 ∣ 
[  epoch 0001/0005] 3880/4800, lr:1.0e-04 ∣ avg_100 : 11.442043 ∣ l2loss : 10.776765 ∣ 
[  epoch 0001/0005] 3890/4800, lr:1.0e-04 ∣ avg_100 : 11.439715 ∣ l2loss : 11.165905 ∣ 
[  epoch 0001/0005] 3900/4800, lr:1.0e-04 ∣ avg_100 : 11.432669 ∣ l2loss : 10.625189 ∣ 
[  epoch 0001/0005] 3910/4800, lr:1.0e-04 ∣ avg_100 : 11.433315 ∣ l2loss : 11.478321 ∣ 
[  epoch 0001/0005] 3920/4800, lr:1.0e-04 ∣ avg_100 : 11.421210 ∣ l2loss : 10.940017 ∣ 
[  epoch 0001/0005] 3930/4800, lr:1.0e-04 ∣ avg_100 : 11.413389 ∣ l2loss : 11.070785 ∣ 
[  epoch 0001/0005] 3940/4800, lr:1.0e-04 ∣ avg_100 : 11.401928 ∣ l2loss : 10.758835 ∣ 
[  epoch 0001/0005] 3950/4800, lr:1.0e-04 ∣ avg_100 : 11.375930 ∣ l2loss : 10.726970 ∣ 
[  epoch 0001/0005] 3960/4800, lr:1.0e-04 ∣ avg_100 : 11.358836 ∣ l2loss : 10.837941 ∣ 
[  epoch 0001/0005] 3970/4800, lr:1.0e-04 ∣ avg_100 : 11.342702 ∣ l2loss : 10.605253 ∣ 
[  epoch 0001/0005] 3980/4800, lr:1.0e-04 ∣ avg_100 : 11.325217 ∣ l2loss : 10.255657 ∣ 
[  epoch 0001/0005] 3990/4800, lr:1.0e-04 ∣ avg_100 : 11.312793 ∣ l2loss : 10.728568 ∣ 
[  epoch 0001/0005] 4000/4800, lr:1.0e-04 ∣ avg_100 : 11.297667 ∣ l2loss : 10.684681 ∣ 
[  epoch 0001/0005] 4010/4800, lr:1.0e-04 ∣ avg_100 : 11.279182 ∣ l2loss : 10.491237 ∣ 
[  epoch 0001/0005] 4020/4800, lr:1.0e-04 ∣ avg_100 : 11.262363 ∣ l2loss : 10.203359 ∣ 
[  epoch 0001/0005] 4030/4800, lr:1.0e-04 ∣ avg_100 : 11.252018 ∣ l2loss : 10.679264 ∣ 
[  epoch 0001/0005] 4040/4800, lr:1.0e-04 ∣ avg_100 : 11.237949 ∣ l2loss : 10.848781 ∣ 
[  epoch 0001/0005] 4050/4800, lr:1.0e-04 ∣ avg_100 : 11.232217 ∣ l2loss : 10.990310 ∣ 
[  epoch 0001/0005] 4060/4800, lr:1.0e-04 ∣ avg_100 : 11.217609 ∣ l2loss : 10.231491 ∣ 
[  epoch 0001/0005] 4070/4800, lr:1.0e-04 ∣ avg_100 : 11.208562 ∣ l2loss : 10.903703 ∣ 
[  epoch 0001/0005] 4080/4800, lr:1.0e-04 ∣ avg_100 : 11.196563 ∣ l2loss : 10.504472 ∣ 
[  epoch 0001/0005] 4090/4800, lr:1.0e-04 ∣ avg_100 : 11.191951 ∣ l2loss : 10.903348 ∣ 
[  epoch 0001/0005] 4100/4800, lr:1.0e-04 ∣ avg_100 : 11.180510 ∣ l2loss : 10.235924 ∣ 
[  epoch 0001/0005] 4110/4800, lr:1.0e-04 ∣ avg_100 : 11.167742 ∣ l2loss : 10.998629 ∣ 
[  epoch 0001/0005] 4120/4800, lr:1.0e-04 ∣ avg_100 : 11.142447 ∣ l2loss : 10.183535 ∣ 
[  epoch 0001/0005] 4130/4800, lr:1.0e-04 ∣ avg_100 : 11.135575 ∣ l2loss : 10.744404 ∣ 
[  epoch 0001/0005] 4140/4800, lr:1.0e-04 ∣ avg_100 : 11.128790 ∣ l2loss : 10.761066 ∣ 
[  epoch 0001/0005] 4150/4800, lr:1.0e-04 ∣ avg_100 : 11.112160 ∣ l2loss : 10.481738 ∣ 
[  epoch 0001/0005] 4160/4800, lr:1.0e-04 ∣ avg_100 : 11.101467 ∣ l2loss : 10.787690 ∣ 
[  epoch 0001/0005] 4170/4800, lr:1.0e-04 ∣ avg_100 : 11.087806 ∣ l2loss : 10.613967 ∣ 
[  epoch 0001/0005] 4180/4800, lr:1.0e-04 ∣ avg_100 : 11.077323 ∣ l2loss : 10.814358 ∣ 
[  epoch 0001/0005] 4190/4800, lr:1.0e-04 ∣ avg_100 : 11.057942 ∣ l2loss : 10.222487 ∣ 
[  epoch 0001/0005] 4200/4800, lr:1.0e-04 ∣ avg_100 : 11.045925 ∣ l2loss : 10.343296 ∣ 
[  epoch 0001/0005] 4210/4800, lr:1.0e-04 ∣ avg_100 : 11.040670 ∣ l2loss : 10.906734 ∣ 
[  epoch 0001/0005] 4220/4800, lr:1.0e-04 ∣ avg_100 : 11.026428 ∣ l2loss : 10.445280 ∣ 
[  epoch 0001/0005] 4230/4800, lr:1.0e-04 ∣ avg_100 : 11.022039 ∣ l2loss : 10.910830 ∣ 
[  epoch 0001/0005] 4240/4800, lr:1.0e-04 ∣ avg_100 : 11.007550 ∣ l2loss : 10.110619 ∣ 
[  epoch 0001/0005] 4250/4800, lr:1.0e-04 ∣ avg_100 : 10.995312 ∣ l2loss : 10.007881 ∣ 
[  epoch 0001/0005] 4260/4800, lr:1.0e-04 ∣ avg_100 : 10.986095 ∣ l2loss : 10.448655 ∣ 
[  epoch 0001/0005] 4270/4800, lr:1.0e-04 ∣ avg_100 : 10.979637 ∣ l2loss : 10.911827 ∣ 
[  epoch 0001/0005] 4280/4800, lr:1.0e-04 ∣ avg_100 : 10.964643 ∣ l2loss : 10.346794 ∣ 
[  epoch 0001/0005] 4290/4800, lr:1.0e-04 ∣ avg_100 : 10.958895 ∣ l2loss : 10.813330 ∣ 
[  epoch 0001/0005] 4300/4800, lr:1.0e-04 ∣ avg_100 : 10.949920 ∣ l2loss : 10.218665 ∣ 
[  epoch 0001/0005] 4310/4800, lr:1.0e-04 ∣ avg_100 : 10.937529 ∣ l2loss : 10.301740 ∣ 
[  epoch 0001/0005] 4320/4800, lr:1.0e-04 ∣ avg_100 : 10.923966 ∣ l2loss : 10.622065 ∣ 
[  epoch 0001/0005] 4330/4800, lr:1.0e-04 ∣ avg_100 : 10.914818 ∣ l2loss : 10.387420 ∣ 
[  epoch 0001/0005] 4340/4800, lr:1.0e-04 ∣ avg_100 : 10.908686 ∣ l2loss : 10.534713 ∣ 
[  epoch 0001/0005] 4350/4800, lr:1.0e-04 ∣ avg_100 : 10.897293 ∣ l2loss : 10.684875 ∣ 
[  epoch 0001/0005] 4360/4800, lr:1.0e-04 ∣ avg_100 : 10.896357 ∣ l2loss : 10.868630 ∣ 
[  epoch 0001/0005] 4370/4800, lr:1.0e-04 ∣ avg_100 : 10.888750 ∣ l2loss : 10.536490 ∣ 
[  epoch 0001/0005] 4380/4800, lr:1.0e-04 ∣ avg_100 : 10.878560 ∣ l2loss : 10.467948 ∣ 
[  epoch 0001/0005] 4390/4800, lr:1.0e-04 ∣ avg_100 : 10.876685 ∣ l2loss : 10.861923 ∣ 
[  epoch 0001/0005] 4400/4800, lr:1.0e-04 ∣ avg_100 : 10.867064 ∣ l2loss : 10.634957 ∣ 
[  epoch 0001/0005] 4410/4800, lr:1.0e-04 ∣ avg_100 : 10.852999 ∣ l2loss : 10.173443 ∣ 
[  epoch 0001/0005] 4420/4800, lr:1.0e-04 ∣ avg_100 : 10.836084 ∣ l2loss : 9.956207 ∣ 
[  epoch 0001/0005] 4430/4800, lr:1.0e-04 ∣ avg_100 : 10.827641 ∣ l2loss : 10.217750 ∣ 
[  epoch 0001/0005] 4440/4800, lr:1.0e-04 ∣ avg_100 : 10.815354 ∣ l2loss : 10.148710 ∣ 
[  epoch 0001/0005] 4450/4800, lr:1.0e-04 ∣ avg_100 : 10.806608 ∣ l2loss : 10.253454 ∣ 
[  epoch 0001/0005] 4460/4800, lr:1.0e-04 ∣ avg_100 : 10.805175 ∣ l2loss : 10.616466 ∣ 
[  epoch 0001/0005] 4470/4800, lr:1.0e-04 ∣ avg_100 : 10.794252 ∣ l2loss : 10.174787 ∣ 
[  epoch 0001/0005] 4480/4800, lr:1.0e-04 ∣ avg_100 : 10.786474 ∣ l2loss : 10.488082 ∣ 
[  epoch 0001/0005] 4490/4800, lr:1.0e-04 ∣ avg_100 : 10.775225 ∣ l2loss : 9.995977 ∣ 
[  epoch 0001/0005] 4500/4800, lr:1.0e-04 ∣ avg_100 : 10.763153 ∣ l2loss : 9.965182 ∣ 
[  epoch 0001/0005] 4510/4800, lr:1.0e-04 ∣ avg_100 : 10.752168 ∣ l2loss : 10.461413 ∣ 
[  epoch 0001/0005] 4520/4800, lr:1.0e-04 ∣ avg_100 : 10.747862 ∣ l2loss : 10.670354 ∣ 
[  epoch 0001/0005] 4530/4800, lr:1.0e-04 ∣ avg_100 : 10.737130 ∣ l2loss : 10.210039 ∣ 
[  epoch 0001/0005] 4540/4800, lr:1.0e-04 ∣ avg_100 : 10.722852 ∣ l2loss : 10.209441 ∣ 
[  epoch 0001/0005] 4550/4800, lr:1.0e-04 ∣ avg_100 : 10.715200 ∣ l2loss : 10.081936 ∣ 
[  epoch 0001/0005] 4560/4800, lr:1.0e-04 ∣ avg_100 : 10.712643 ∣ l2loss : 10.660167 ∣ 
[  epoch 0001/0005] 4570/4800, lr:1.0e-04 ∣ avg_100 : 10.702452 ∣ l2loss : 9.983993 ∣ 
[  epoch 0001/0005] 4580/4800, lr:1.0e-04 ∣ avg_100 : 10.688551 ∣ l2loss : 10.131169 ∣ 
[  epoch 0001/0005] 4590/4800, lr:1.0e-04 ∣ avg_100 : 10.676598 ∣ l2loss : 9.724558 ∣ 
[  epoch 0001/0005] 4600/4800, lr:1.0e-04 ∣ avg_100 : 10.667319 ∣ l2loss : 10.022201 ∣ 
[  epoch 0001/0005] 4610/4800, lr:1.0e-04 ∣ avg_100 : 10.648526 ∣ l2loss : 9.875013 ∣ 
[  epoch 0001/0005] 4620/4800, lr:1.0e-04 ∣ avg_100 : 10.632895 ∣ l2loss : 10.038557 ∣ 
[  epoch 0001/0005] 4630/4800, lr:1.0e-04 ∣ avg_100 : 10.627357 ∣ l2loss : 10.120394 ∣ 
[  epoch 0001/0005] 4640/4800, lr:1.0e-04 ∣ avg_100 : 10.614434 ∣ l2loss : 10.270339 ∣ 
[  epoch 0001/0005] 4650/4800, lr:1.0e-04 ∣ avg_100 : 10.609917 ∣ l2loss : 10.352323 ∣ 
[  epoch 0001/0005] 4660/4800, lr:1.0e-04 ∣ avg_100 : 10.595486 ∣ l2loss : 9.856052 ∣ 
[  epoch 0001/0005] 4670/4800, lr:1.0e-04 ∣ avg_100 : 10.586120 ∣ l2loss : 10.210670 ∣ 
[  epoch 0001/0005] 4680/4800, lr:1.0e-04 ∣ avg_100 : 10.564583 ∣ l2loss : 9.544619 ∣ 
[  epoch 0001/0005] 4690/4800, lr:1.0e-04 ∣ avg_100 : 10.556244 ∣ l2loss : 9.969826 ∣ 
[  epoch 0001/0005] 4700/4800, lr:1.0e-04 ∣ avg_100 : 10.555467 ∣ l2loss : 10.314042 ∣ 
[  epoch 0001/0005] 4710/4800, lr:1.0e-04 ∣ avg_100 : 10.543588 ∣ l2loss : 10.148977 ∣ 
[  epoch 0001/0005] 4720/4800, lr:1.0e-04 ∣ avg_100 : 10.538652 ∣ l2loss : 10.427711 ∣ 
[  epoch 0001/0005] 4730/4800, lr:1.0e-04 ∣ avg_100 : 10.527761 ∣ l2loss : 10.121975 ∣ 
[  epoch 0001/0005] 4740/4800, lr:1.0e-04 ∣ avg_100 : 10.519461 ∣ l2loss : 10.169777 ∣ 
[  epoch 0001/0005] 4750/4800, lr:1.0e-04 ∣ avg_100 : 10.508497 ∣ l2loss : 9.924936 ∣ 
[  epoch 0001/0005] 4760/4800, lr:1.0e-04 ∣ avg_100 : 10.498036 ∣ l2loss : 9.884080 ∣ 
[  epoch 0001/0005] 4770/4800, lr:1.0e-04 ∣ avg_100 : 10.492136 ∣ l2loss : 10.122853 ∣ 
[  epoch 0001/0005] 4780/4800, lr:1.0e-04 ∣ avg_100 : 10.479660 ∣ l2loss : 9.836154 ∣ 
[  epoch 0001/0005] 4790/4800, lr:1.0e-04 ∣ avg_100 : 10.473316 ∣ l2loss : 10.102353 ∣ 
[  epoch 0001/0005] 4800/4800, lr:1.0e-04 ∣ avg_100 : 10.466475 ∣ l2loss : 9.985214 ∣ 
>>> progress : 20.00%, elapsed: 0:19:27, remaining: 1:17:49, total: 1:37:17                     

[ WARN:0@1368.389] global loadsave.cpp:848 imwrite_ Unsupported depth image for selected encoder is fallbacked to CV_8U.

[    val 001    ] Done! PSNR : 36.88 dB, SSIM : 0.925
[  epoch 0002/0005] 0010/4800, lr:1.0e-04 ∣ avg_100 : 10.446009 ∣ l2loss : 9.605257 ∣ 
[  epoch 0002/0005] 0020/4800, lr:1.0e-04 ∣ avg_100 : 10.437837 ∣ l2loss : 9.898039 ∣ 
[  epoch 0002/0005] 0030/4800, lr:1.0e-04 ∣ avg_100 : 10.430867 ∣ l2loss : 10.516804 ∣ 
[  epoch 0002/0005] 0040/4800, lr:1.0e-04 ∣ avg_100 : 10.426673 ∣ l2loss : 10.485427 ∣ 
[  epoch 0002/0005] 0050/4800, lr:1.0e-04 ∣ avg_100 : 10.417658 ∣ l2loss : 9.843867 ∣ 
[  epoch 0002/0005] 0060/4800, lr:1.0e-04 ∣ avg_100 : 10.404711 ∣ l2loss : 10.097984 ∣ 
[  epoch 0002/0005] 0070/4800, lr:1.0e-04 ∣ avg_100 : 10.393545 ∣ l2loss : 9.866609 ∣ 
[  epoch 0002/0005] 0080/4800, lr:1.0e-04 ∣ avg_100 : 10.387177 ∣ l2loss : 10.139962 ∣ 
[  epoch 0002/0005] 0090/4800, lr:1.0e-04 ∣ avg_100 : 10.372444 ∣ l2loss : 9.692603 ∣ 
[  epoch 0002/0005] 0100/4800, lr:1.0e-04 ∣ avg_100 : 10.365527 ∣ l2loss : 9.933515 ∣ 
[  epoch 0002/0005] 0110/4800, lr:1.0e-04 ∣ avg_100 : 10.351197 ∣ l2loss : 10.045316 ∣ 
[  epoch 0002/0005] 0120/4800, lr:1.0e-04 ∣ avg_100 : 10.342895 ∣ l2loss : 10.109824 ∣ 
[  epoch 0002/0005] 0130/4800, lr:1.0e-04 ∣ avg_100 : 10.330908 ∣ l2loss : 9.872091 ∣ 
[  epoch 0002/0005] 0140/4800, lr:1.0e-04 ∣ avg_100 : 10.325252 ∣ l2loss : 10.193222 ∣ 
[  epoch 0002/0005] 0150/4800, lr:1.0e-04 ∣ avg_100 : 10.320264 ∣ l2loss : 10.228143 ∣ 
[  epoch 0002/0005] 0160/4800, lr:1.0e-04 ∣ avg_100 : 10.310233 ∣ l2loss : 9.834852 ∣ 
[  epoch 0002/0005] 0170/4800, lr:1.0e-04 ∣ avg_100 : 10.302698 ∣ l2loss : 9.851773 ∣ 
[  epoch 0002/0005] 0180/4800, lr:1.0e-04 ∣ avg_100 : 10.299253 ∣ l2loss : 9.911111 ∣ 
[  epoch 0002/0005] 0190/4800, lr:1.0e-04 ∣ avg_100 : 10.289048 ∣ l2loss : 9.708064 ∣ 
[  epoch 0002/0005] 0200/4800, lr:1.0e-04 ∣ avg_100 : 10.283600 ∣ l2loss : 10.139858 ∣ 
[  epoch 0002/0005] 0210/4800, lr:1.0e-04 ∣ avg_100 : 10.279481 ∣ l2loss : 10.079388 ∣ 
[  epoch 0002/0005] 0220/4800, lr:1.0e-04 ∣ avg_100 : 10.276752 ∣ l2loss : 9.930441 ∣ 
[  epoch 0002/0005] 0230/4800, lr:1.0e-04 ∣ avg_100 : 10.272406 ∣ l2loss : 10.244659 ∣ 
[  epoch 0002/0005] 0240/4800, lr:1.0e-04 ∣ avg_100 : 10.264077 ∣ l2loss : 10.015859 ∣ 
[  epoch 0002/0005] 0250/4800, lr:1.0e-04 ∣ avg_100 : 10.264874 ∣ l2loss : 11.070009 ∣ 
[  epoch 0002/0005] 0260/4800, lr:1.0e-04 ∣ avg_100 : 10.265221 ∣ l2loss : 10.266247 ∣ 
[  epoch 0002/0005] 0270/4800, lr:1.0e-04 ∣ avg_100 : 10.255602 ∣ l2loss : 9.941833 ∣ 
[  epoch 0002/0005] 0280/4800, lr:1.0e-04 ∣ avg_100 : 10.254567 ∣ l2loss : 10.400881 ∣ 
[  epoch 0002/0005] 0290/4800, lr:1.0e-04 ∣ avg_100 : 10.241515 ∣ l2loss : 9.598184 ∣ 
[  epoch 0002/0005] 0300/4800, lr:1.0e-04 ∣ avg_100 : 10.238567 ∣ l2loss : 9.941124 ∣ 
[  epoch 0002/0005] 0310/4800, lr:1.0e-04 ∣ avg_100 : 10.223949 ∣ l2loss : 9.536848 ∣ 
[  epoch 0002/0005] 0320/4800, lr:1.0e-04 ∣ avg_100 : 10.218631 ∣ l2loss : 9.651743 ∣ 
[  epoch 0002/0005] 0330/4800, lr:1.0e-04 ∣ avg_100 : 10.208296 ∣ l2loss : 9.710910 ∣ 
[  epoch 0002/0005] 0340/4800, lr:1.0e-04 ∣ avg_100 : 10.199312 ∣ l2loss : 9.862609 ∣ 
[  epoch 0002/0005] 0350/4800, lr:1.0e-04 ∣ avg_100 : 10.194440 ∣ l2loss : 9.994534 ∣ 
[  epoch 0002/0005] 0360/4800, lr:1.0e-04 ∣ avg_100 : 10.185596 ∣ l2loss : 9.903312 ∣ 
[  epoch 0002/0005] 0370/4800, lr:1.0e-04 ∣ avg_100 : 10.179475 ∣ l2loss : 10.001880 ∣ 
[  epoch 0002/0005] 0380/4800, lr:1.0e-04 ∣ avg_100 : 10.169832 ∣ l2loss : 9.850028 ∣ 
[  epoch 0002/0005] 0390/4800, lr:1.0e-04 ∣ avg_100 : 10.159958 ∣ l2loss : 9.235097 ∣ 
[  epoch 0002/0005] 0400/4800, lr:1.0e-04 ∣ avg_100 : 10.156879 ∣ l2loss : 10.035453 ∣ 
[  epoch 0002/0005] 0410/4800, lr:1.0e-04 ∣ avg_100 : 10.148039 ∣ l2loss : 10.022688 ∣ 
[  epoch 0002/0005] 0420/4800, lr:1.0e-04 ∣ avg_100 : 10.143759 ∣ l2loss : 10.017308 ∣ 
[  epoch 0002/0005] 0430/4800, lr:1.0e-04 ∣ avg_100 : 10.132155 ∣ l2loss : 9.750450 ∣ 
[  epoch 0002/0005] 0440/4800, lr:1.0e-04 ∣ avg_100 : 10.126159 ∣ l2loss : 9.510977 ∣ 
[  epoch 0002/0005] 0450/4800, lr:1.0e-04 ∣ avg_100 : 10.122221 ∣ l2loss : 9.614061 ∣ 
[  epoch 0002/0005] 0460/4800, lr:1.0e-04 ∣ avg_100 : 10.118404 ∣ l2loss : 10.066976 ∣ 
[  epoch 0002/0005] 0470/4800, lr:1.0e-04 ∣ avg_100 : 10.108335 ∣ l2loss : 9.904938 ∣ 
[  epoch 0002/0005] 0480/4800, lr:1.0e-04 ∣ avg_100 : 10.105142 ∣ l2loss : 10.027467 ∣ 
[  epoch 0002/0005] 0490/4800, lr:1.0e-04 ∣ avg_100 : 10.095668 ∣ l2loss : 9.865919 ∣ 
[  epoch 0002/0005] 0500/4800, lr:1.0e-04 ∣ avg_100 : 10.093602 ∣ l2loss : 10.012081 ∣ 
[  epoch 0002/0005] 0510/4800, lr:1.0e-04 ∣ avg_100 : 10.087992 ∣ l2loss : 9.740768 ∣ 
[  epoch 0002/0005] 0520/4800, lr:1.0e-04 ∣ avg_100 : 10.076601 ∣ l2loss : 9.482948 ∣ 
[  epoch 0002/0005] 0530/4800, lr:1.0e-04 ∣ avg_100 : 10.069194 ∣ l2loss : 9.646715 ∣ 
[  epoch 0002/0005] 0540/4800, lr:1.0e-04 ∣ avg_100 : 10.056323 ∣ l2loss : 9.247631 ∣ 
[  epoch 0002/0005] 0550/4800, lr:1.0e-04 ∣ avg_100 : 10.044769 ∣ l2loss : 9.529432 ∣ 
[  epoch 0002/0005] 0560/4800, lr:1.0e-04 ∣ avg_100 : 10.035594 ∣ l2loss : 9.951204 ∣ 
[  epoch 0002/0005] 0570/4800, lr:1.0e-04 ∣ avg_100 : 10.026578 ∣ l2loss : 9.634887 ∣ 
[  epoch 0002/0005] 0580/4800, lr:1.0e-04 ∣ avg_100 : 10.023796 ∣ l2loss : 10.189712 ∣ 
[  epoch 0002/0005] 0590/4800, lr:1.0e-04 ∣ avg_100 : 10.008332 ∣ l2loss : 9.315524 ∣ 
[  epoch 0002/0005] 0600/4800, lr:1.0e-04 ∣ avg_100 : 9.998376 ∣ l2loss : 9.639331 ∣ 
[  epoch 0002/0005] 0610/4800, lr:1.0e-04 ∣ avg_100 : 9.991988 ∣ l2loss : 9.534660 ∣ 
[  epoch 0002/0005] 0620/4800, lr:1.0e-04 ∣ avg_100 : 9.986726 ∣ l2loss : 9.430016 ∣ 
[  epoch 0002/0005] 0630/4800, lr:1.0e-04 ∣ avg_100 : 9.983089 ∣ l2loss : 9.854053 ∣ 
[  epoch 0002/0005] 0640/4800, lr:1.0e-04 ∣ avg_100 : 9.986964 ∣ l2loss : 10.536195 ∣ 
[  epoch 0002/0005] 0650/4800, lr:1.0e-04 ∣ avg_100 : 9.988087 ∣ l2loss : 10.365777 ∣ 
[  epoch 0002/0005] 0660/4800, lr:1.0e-04 ∣ avg_100 : 9.977453 ∣ l2loss : 9.553005 ∣ 
[  epoch 0002/0005] 0670/4800, lr:1.0e-04 ∣ avg_100 : 9.979865 ∣ l2loss : 10.416055 ∣ 
[  epoch 0002/0005] 0680/4800, lr:1.0e-04 ∣ avg_100 : 9.973874 ∣ l2loss : 9.888999 ∣ 
[  epoch 0002/0005] 0690/4800, lr:1.0e-04 ∣ avg_100 : 9.970037 ∣ l2loss : 9.612262 ∣ 
[  epoch 0002/0005] 0700/4800, lr:1.0e-04 ∣ avg_100 : 9.970295 ∣ l2loss : 9.990925 ∣ 
[  epoch 0002/0005] 0710/4800, lr:1.0e-04 ∣ avg_100 : 9.962603 ∣ l2loss : 9.692207 ∣ 
[  epoch 0002/0005] 0720/4800, lr:1.0e-04 ∣ avg_100 : 9.957634 ∣ l2loss : 10.173454 ∣ 
[  epoch 0002/0005] 0730/4800, lr:1.0e-04 ∣ avg_100 : 9.951854 ∣ l2loss : 9.632066 ∣ 
[  epoch 0002/0005] 0740/4800, lr:1.0e-04 ∣ avg_100 : 9.949358 ∣ l2loss : 9.959838 ∣ 
[  epoch 0002/0005] 0750/4800, lr:1.0e-04 ∣ avg_100 : 9.944988 ∣ l2loss : 9.644950 ∣ 
[  epoch 0002/0005] 0760/4800, lr:1.0e-04 ∣ avg_100 : 9.932153 ∣ l2loss : 9.376714 ∣ 
[  epoch 0002/0005] 0770/4800, lr:1.0e-04 ∣ avg_100 : 9.925929 ∣ l2loss : 9.361562 ∣ 
[  epoch 0002/0005] 0780/4800, lr:1.0e-04 ∣ avg_100 : 9.916421 ∣ l2loss : 9.180372 ∣ 
[  epoch 0002/0005] 0790/4800, lr:1.0e-04 ∣ avg_100 : 9.915593 ∣ l2loss : 9.641739 ∣ 
[  epoch 0002/0005] 0800/4800, lr:1.0e-04 ∣ avg_100 : 9.910646 ∣ l2loss : 9.527477 ∣ 
[  epoch 0002/0005] 0810/4800, lr:1.0e-04 ∣ avg_100 : 9.909049 ∣ l2loss : 9.715376 ∣ 
[  epoch 0002/0005] 0820/4800, lr:1.0e-04 ∣ avg_100 : 9.904854 ∣ l2loss : 9.619019 ∣ 
[  epoch 0002/0005] 0830/4800, lr:1.0e-04 ∣ avg_100 : 9.901008 ∣ l2loss : 9.735772 ∣ 
[  epoch 0002/0005] 0840/4800, lr:1.0e-04 ∣ avg_100 : 9.895752 ∣ l2loss : 9.744766 ∣ 
[  epoch 0002/0005] 0850/4800, lr:1.0e-04 ∣ avg_100 : 9.887034 ∣ l2loss : 9.480490 ∣ 
[  epoch 0002/0005] 0860/4800, lr:1.0e-04 ∣ avg_100 : 9.885069 ∣ l2loss : 9.659618 ∣ 
[  epoch 0002/0005] 0870/4800, lr:1.0e-04 ∣ avg_100 : 9.881424 ∣ l2loss : 9.846103 ∣ 
[  epoch 0002/0005] 0880/4800, lr:1.0e-04 ∣ avg_100 : 9.881926 ∣ l2loss : 9.594847 ∣ 
[  epoch 0002/0005] 0890/4800, lr:1.0e-04 ∣ avg_100 : 9.878937 ∣ l2loss : 9.670906 ∣ 
[  epoch 0002/0005] 0900/4800, lr:1.0e-04 ∣ avg_100 : 9.870903 ∣ l2loss : 9.510638 ∣ 
[  epoch 0002/0005] 0910/4800, lr:1.0e-04 ∣ avg_100 : 9.868513 ∣ l2loss : 9.909968 ∣ 
[  epoch 0002/0005] 0920/4800, lr:1.0e-04 ∣ avg_100 : 9.861477 ∣ l2loss : 9.724105 ∣ 
[  epoch 0002/0005] 0930/4800, lr:1.0e-04 ∣ avg_100 : 9.851560 ∣ l2loss : 9.130280 ∣ 
[  epoch 0002/0005] 0940/4800, lr:1.0e-04 ∣ avg_100 : 9.847490 ∣ l2loss : 9.762858 ∣ 
[  epoch 0002/0005] 0950/4800, lr:1.0e-04 ∣ avg_100 : 9.845943 ∣ l2loss : 9.770193 ∣ 
[  epoch 0002/0005] 0960/4800, lr:1.0e-04 ∣ avg_100 : 9.844534 ∣ l2loss : 9.743235 ∣ 
[  epoch 0002/0005] 0970/4800, lr:1.0e-04 ∣ avg_100 : 9.838224 ∣ l2loss : 9.491819 ∣ 
[  epoch 0002/0005] 0980/4800, lr:1.0e-04 ∣ avg_100 : 9.834031 ∣ l2loss : 9.416801 ∣ 
[  epoch 0002/0005] 0990/4800, lr:1.0e-04 ∣ avg_100 : 9.828327 ∣ l2loss : 9.532009 ∣ 
[  epoch 0002/0005] 1000/4800, lr:1.0e-04 ∣ avg_100 : 9.823639 ∣ l2loss : 9.516435 ∣ 
[  epoch 0002/0005] 1010/4800, lr:1.0e-04 ∣ avg_100 : 9.820473 ∣ l2loss : 9.288645 ∣ 
[  epoch 0002/0005] 1020/4800, lr:1.0e-04 ∣ avg_100 : 9.815121 ∣ l2loss : 9.362781 ∣ 
[  epoch 0002/0005] 1030/4800, lr:1.0e-04 ∣ avg_100 : 9.805485 ∣ l2loss : 9.553226 ∣ 
[  epoch 0002/0005] 1040/4800, lr:1.0e-04 ∣ avg_100 : 9.799539 ∣ l2loss : 9.890800 ∣ 
[  epoch 0002/0005] 1050/4800, lr:1.0e-04 ∣ avg_100 : 9.800013 ∣ l2loss : 9.891282 ∣ 
[  epoch 0002/0005] 1060/4800, lr:1.0e-04 ∣ avg_100 : 9.792473 ∣ l2loss : 9.344027 ∣ 
[  epoch 0002/0005] 1070/4800, lr:1.0e-04 ∣ avg_100 : 9.786831 ∣ l2loss : 9.302363 ∣ 
[  epoch 0002/0005] 1080/4800, lr:1.0e-04 ∣ avg_100 : 9.777676 ∣ l2loss : 9.224513 ∣ 
[  epoch 0002/0005] 1090/4800, lr:1.0e-04 ∣ avg_100 : 9.777525 ∣ l2loss : 9.677457 ∣ 
[  epoch 0002/0005] 1100/4800, lr:1.0e-04 ∣ avg_100 : 9.775883 ∣ l2loss : 9.769320 ∣ 
[  epoch 0002/0005] 1110/4800, lr:1.0e-04 ∣ avg_100 : 9.770424 ∣ l2loss : 9.499386 ∣ 
[  epoch 0002/0005] 1120/4800, lr:1.0e-04 ∣ avg_100 : 9.761630 ∣ l2loss : 9.230499 ∣ 
[  epoch 0002/0005] 1130/4800, lr:1.0e-04 ∣ avg_100 : 9.758086 ∣ l2loss : 9.517662 ∣ 
[  epoch 0002/0005] 1140/4800, lr:1.0e-04 ∣ avg_100 : 9.751919 ∣ l2loss : 9.576513 ∣ 
[  epoch 0002/0005] 1150/4800, lr:1.0e-04 ∣ avg_100 : 9.747899 ∣ l2loss : 9.826175 ∣ 
[  epoch 0002/0005] 1160/4800, lr:1.0e-04 ∣ avg_100 : 9.748036 ∣ l2loss : 9.848574 ∣ 
[  epoch 0002/0005] 1170/4800, lr:1.0e-04 ∣ avg_100 : 9.751961 ∣ l2loss : 10.244271 ∣ 
[  epoch 0002/0005] 1180/4800, lr:1.0e-04 ∣ avg_100 : 9.759396 ∣ l2loss : 10.654588 ∣ 
[  epoch 0002/0005] 1190/4800, lr:1.0e-04 ∣ avg_100 : 9.771370 ∣ l2loss : 10.905398 ∣ 
[  epoch 0002/0005] 1200/4800, lr:1.0e-04 ∣ avg_100 : 9.769898 ∣ l2loss : 9.992691 ∣ 
[  epoch 0002/0005] 1210/4800, lr:1.0e-04 ∣ avg_100 : 9.776109 ∣ l2loss : 10.700512 ∣ 
[  epoch 0002/0005] 1220/4800, lr:1.0e-04 ∣ avg_100 : 9.775336 ∣ l2loss : 9.853155 ∣ 
[  epoch 0002/0005] 1230/4800, lr:1.0e-04 ∣ avg_100 : 9.771184 ∣ l2loss : 9.829388 ∣ 
[  epoch 0002/0005] 1240/4800, lr:1.0e-04 ∣ avg_100 : 9.770982 ∣ l2loss : 9.995707 ∣ 
[  epoch 0002/0005] 1250/4800, lr:1.0e-04 ∣ avg_100 : 9.761891 ∣ l2loss : 10.160929 ∣ 
[  epoch 0002/0005] 1260/4800, lr:1.0e-04 ∣ avg_100 : 9.759976 ∣ l2loss : 10.074723 ∣ 
[  epoch 0002/0005] 1270/4800, lr:1.0e-04 ∣ avg_100 : 9.757502 ∣ l2loss : 9.694439 ∣ 
[  epoch 0002/0005] 1280/4800, lr:1.0e-04 ∣ avg_100 : 9.754941 ∣ l2loss : 10.144773 ∣ 
[  epoch 0002/0005] 1290/4800, lr:1.0e-04 ∣ avg_100 : 9.762948 ∣ l2loss : 10.398867 ∣ 
[  epoch 0002/0005] 1300/4800, lr:1.0e-04 ∣ avg_100 : 9.758632 ∣ l2loss : 9.509548 ∣ 
[  epoch 0002/0005] 1310/4800, lr:1.0e-04 ∣ avg_100 : 9.763904 ∣ l2loss : 10.064084 ∣ 
[  epoch 0002/0005] 1320/4800, lr:1.0e-04 ∣ avg_100 : 9.761024 ∣ l2loss : 9.363709 ∣ 
[  epoch 0002/0005] 1330/4800, lr:1.0e-04 ∣ avg_100 : 9.759121 ∣ l2loss : 9.520640 ∣ 
[  epoch 0002/0005] 1340/4800, lr:1.0e-04 ∣ avg_100 : 9.753835 ∣ l2loss : 9.333948 ∣ 
[  epoch 0002/0005] 1350/4800, lr:1.0e-04 ∣ avg_100 : 9.750880 ∣ l2loss : 9.699050 ∣ 
[  epoch 0002/0005] 1360/4800, lr:1.0e-04 ∣ avg_100 : 9.747290 ∣ l2loss : 9.544355 ∣ 
[  epoch 0002/0005] 1370/4800, lr:1.0e-04 ∣ avg_100 : 9.742893 ∣ l2loss : 9.562137 ∣ 
[  epoch 0002/0005] 1380/4800, lr:1.0e-04 ∣ avg_100 : 9.742033 ∣ l2loss : 9.764066 ∣ 
[  epoch 0002/0005] 1390/4800, lr:1.0e-04 ∣ avg_100 : 9.744201 ∣ l2loss : 9.451860 ∣ 
[  epoch 0002/0005] 1400/4800, lr:1.0e-04 ∣ avg_100 : 9.734323 ∣ l2loss : 9.047693 ∣ 
[  epoch 0002/0005] 1410/4800, lr:1.0e-04 ∣ avg_100 : 9.733632 ∣ l2loss : 9.953562 ∣ 
[  epoch 0002/0005] 1420/4800, lr:1.0e-04 ∣ avg_100 : 9.731781 ∣ l2loss : 9.832205 ∣ 
[  epoch 0002/0005] 1430/4800, lr:1.0e-04 ∣ avg_100 : 9.731238 ∣ l2loss : 9.696103 ∣ 
[  epoch 0002/0005] 1440/4800, lr:1.0e-04 ∣ avg_100 : 9.733694 ∣ l2loss : 9.756633 ∣ 
[  epoch 0002/0005] 1450/4800, lr:1.0e-04 ∣ avg_100 : 9.735811 ∣ l2loss : 9.825778 ∣ 
[  epoch 0002/0005] 1460/4800, lr:1.0e-04 ∣ avg_100 : 9.757290 ∣ l2loss : 12.214840 ∣ 
[  epoch 0002/0005] 1470/4800, lr:1.0e-04 ∣ avg_100 : 9.784920 ∣ l2loss : 12.667959 ∣ 
[  epoch 0002/0005] 1480/4800, lr:1.0e-04 ∣ avg_100 : 9.793963 ∣ l2loss : 10.931707 ∣ 
[  epoch 0002/0005] 1490/4800, lr:1.0e-04 ∣ avg_100 : 9.801373 ∣ l2loss : 10.606985 ∣ 
[  epoch 0002/0005] 1500/4800, lr:1.0e-04 ∣ avg_100 : 9.802436 ∣ l2loss : 10.118382 ∣ 
[  epoch 0002/0005] 1510/4800, lr:1.0e-04 ∣ avg_100 : 9.805325 ∣ l2loss : 10.029666 ∣ 
[  epoch 0002/0005] 1520/4800, lr:1.0e-04 ∣ avg_100 : 9.807284 ∣ l2loss : 9.678838 ∣ 
[  epoch 0002/0005] 1530/4800, lr:1.0e-04 ∣ avg_100 : 9.811932 ∣ l2loss : 10.111506 ∣ 
[  epoch 0002/0005] 1540/4800, lr:1.0e-04 ∣ avg_100 : 9.819681 ∣ l2loss : 10.022542 ∣ 
[  epoch 0002/0005] 1550/4800, lr:1.0e-04 ∣ avg_100 : 9.823796 ∣ l2loss : 9.940931 ∣ 
[  epoch 0002/0005] 1560/4800, lr:1.0e-04 ∣ avg_100 : 9.819755 ∣ l2loss : 9.547063 ∣ 
[  epoch 0002/0005] 1570/4800, lr:1.0e-04 ∣ avg_100 : 9.822571 ∣ l2loss : 9.916537 ∣ 
[  epoch 0002/0005] 1580/4800, lr:1.0e-04 ∣ avg_100 : 9.819957 ∣ l2loss : 9.928308 ∣ 
[  epoch 0002/0005] 1590/4800, lr:1.0e-04 ∣ avg_100 : 9.826418 ∣ l2loss : 9.961657 ∣ 
[  epoch 0002/0005] 1600/4800, lr:1.0e-04 ∣ avg_100 : 9.827476 ∣ l2loss : 9.745089 ∣ 
[  epoch 0002/0005] 1610/4800, lr:1.0e-04 ∣ avg_100 : 9.829959 ∣ l2loss : 9.782925 ∣ 
[  epoch 0002/0005] 1620/4800, lr:1.0e-04 ∣ avg_100 : 9.831236 ∣ l2loss : 9.557754 ∣ 
[  epoch 0002/0005] 1630/4800, lr:1.0e-04 ∣ avg_100 : 9.824959 ∣ l2loss : 9.226366 ∣ 
[  epoch 0002/0005] 1640/4800, lr:1.0e-04 ∣ avg_100 : 9.815748 ∣ l2loss : 9.615040 ∣ 
[  epoch 0002/0005] 1650/4800, lr:1.0e-04 ∣ avg_100 : 9.808941 ∣ l2loss : 9.685073 ∣ 
[  epoch 0002/0005] 1660/4800, lr:1.0e-04 ∣ avg_100 : 9.809756 ∣ l2loss : 9.634586 ∣ 
[  epoch 0002/0005] 1670/4800, lr:1.0e-04 ∣ avg_100 : 9.798964 ∣ l2loss : 9.336770 ∣ 
[  epoch 0002/0005] 1680/4800, lr:1.0e-04 ∣ avg_100 : 9.794628 ∣ l2loss : 9.455430 ∣ 
[  epoch 0002/0005] 1690/4800, lr:1.0e-04 ∣ avg_100 : 9.794747 ∣ l2loss : 9.624198 ∣ 
[  epoch 0002/0005] 1700/4800, lr:1.0e-04 ∣ avg_100 : 9.789545 ∣ l2loss : 9.470699 ∣ 
[  epoch 0002/0005] 1710/4800, lr:1.0e-04 ∣ avg_100 : 9.789422 ∣ l2loss : 9.679883 ∣ 
[  epoch 0002/0005] 1720/4800, lr:1.0e-04 ∣ avg_100 : 9.788440 ∣ l2loss : 10.075267 ∣ 
[  epoch 0002/0005] 1730/4800, lr:1.0e-04 ∣ avg_100 : 9.784327 ∣ l2loss : 9.220782 ∣ 
[  epoch 0002/0005] 1740/4800, lr:1.0e-04 ∣ avg_100 : 9.777278 ∣ l2loss : 9.254956 ∣ 
[  epoch 0002/0005] 1750/4800, lr:1.0e-04 ∣ avg_100 : 9.780765 ∣ l2loss : 9.993631 ∣ 
[  epoch 0002/0005] 1760/4800, lr:1.0e-04 ∣ avg_100 : 9.783703 ∣ l2loss : 9.670525 ∣ 
[  epoch 0002/0005] 1770/4800, lr:1.0e-04 ∣ avg_100 : 9.786903 ∣ l2loss : 9.681524 ∣ 
[  epoch 0002/0005] 1780/4800, lr:1.0e-04 ∣ avg_100 : 9.790297 ∣ l2loss : 9.519779 ∣ 
[  epoch 0002/0005] 1790/4800, lr:1.0e-04 ∣ avg_100 : 9.788522 ∣ l2loss : 9.464245 ∣ 
[  epoch 0002/0005] 1800/4800, lr:1.0e-04 ∣ avg_100 : 9.788868 ∣ l2loss : 9.562124 ∣ 
[  epoch 0002/0005] 1810/4800, lr:1.0e-04 ∣ avg_100 : 9.785824 ∣ l2loss : 9.410921 ∣ 
[  epoch 0002/0005] 1820/4800, lr:1.0e-04 ∣ avg_100 : 9.786285 ∣ l2loss : 9.665095 ∣ 
[  epoch 0002/0005] 1830/4800, lr:1.0e-04 ∣ avg_100 : 9.780533 ∣ l2loss : 9.160617 ∣ 
[  epoch 0002/0005] 1840/4800, lr:1.0e-04 ∣ avg_100 : 9.777992 ∣ l2loss : 9.490645 ∣ 
[  epoch 0002/0005] 1850/4800, lr:1.0e-04 ∣ avg_100 : 9.777566 ∣ l2loss : 9.437938 ∣ 
[  epoch 0002/0005] 1860/4800, lr:1.0e-04 ∣ avg_100 : 9.773267 ∣ l2loss : 9.229679 ∣ 
[  epoch 0002/0005] 1870/4800, lr:1.0e-04 ∣ avg_100 : 9.766827 ∣ l2loss : 9.202060 ∣ 
[  epoch 0002/0005] 1880/4800, lr:1.0e-04 ∣ avg_100 : 9.764312 ∣ l2loss : 9.343429 ∣ 
[  epoch 0002/0005] 1890/4800, lr:1.0e-04 ∣ avg_100 : 9.763971 ∣ l2loss : 9.636731 ∣ 
[  epoch 0002/0005] 1900/4800, lr:1.0e-04 ∣ avg_100 : 9.764266 ∣ l2loss : 9.540231 ∣ 
[  epoch 0002/0005] 1910/4800, lr:1.0e-04 ∣ avg_100 : 9.761070 ∣ l2loss : 9.590276 ∣ 
[  epoch 0002/0005] 1920/4800, lr:1.0e-04 ∣ avg_100 : 9.754631 ∣ l2loss : 9.080237 ∣ 
[  epoch 0002/0005] 1930/4800, lr:1.0e-04 ∣ avg_100 : 9.755835 ∣ l2loss : 9.250642 ∣ 
[  epoch 0002/0005] 1940/4800, lr:1.0e-04 ∣ avg_100 : 9.749344 ∣ l2loss : 9.113836 ∣ 
[  epoch 0002/0005] 1950/4800, lr:1.0e-04 ∣ avg_100 : 9.746394 ∣ l2loss : 9.475169 ∣ 
[  epoch 0002/0005] 1960/4800, lr:1.0e-04 ∣ avg_100 : 9.742438 ∣ l2loss : 9.347653 ∣ 
[  epoch 0002/0005] 1970/4800, lr:1.0e-04 ∣ avg_100 : 9.743411 ∣ l2loss : 9.589084 ∣ 
[  epoch 0002/0005] 1980/4800, lr:1.0e-04 ∣ avg_100 : 9.740573 ∣ l2loss : 9.132967 ∣ 
[  epoch 0002/0005] 1990/4800, lr:1.0e-04 ∣ avg_100 : 9.740863 ∣ l2loss : 9.561036 ∣ 
[  epoch 0002/0005] 2000/4800, lr:1.0e-04 ∣ avg_100 : 9.739164 ∣ l2loss : 9.346551 ∣ 
[  epoch 0002/0005] 2010/4800, lr:1.0e-04 ∣ avg_100 : 9.737685 ∣ l2loss : 9.140718 ∣ 
[  epoch 0002/0005] 2020/4800, lr:1.0e-04 ∣ avg_100 : 9.739827 ∣ l2loss : 9.577023 ∣ 
[  epoch 0002/0005] 2030/4800, lr:1.0e-04 ∣ avg_100 : 9.737315 ∣ l2loss : 9.302040 ∣ 
[  epoch 0002/0005] 2040/4800, lr:1.0e-04 ∣ avg_100 : 9.738033 ∣ l2loss : 9.962550 ∣ 
[  epoch 0002/0005] 2050/4800, lr:1.0e-04 ∣ avg_100 : 9.729862 ∣ l2loss : 9.074219 ∣ 
[  epoch 0002/0005] 2060/4800, lr:1.0e-04 ∣ avg_100 : 9.728404 ∣ l2loss : 9.198256 ∣ 
[  epoch 0002/0005] 2070/4800, lr:1.0e-04 ∣ avg_100 : 9.729082 ∣ l2loss : 9.370153 ∣ 
[  epoch 0002/0005] 2080/4800, lr:1.0e-04 ∣ avg_100 : 9.729951 ∣ l2loss : 9.311401 ∣ 
[  epoch 0002/0005] 2090/4800, lr:1.0e-04 ∣ avg_100 : 9.724833 ∣ l2loss : 9.165648 ∣ 
[  epoch 0002/0005] 2100/4800, lr:1.0e-04 ∣ avg_100 : 9.716114 ∣ l2loss : 8.897448 ∣ 
[  epoch 0002/0005] 2110/4800, lr:1.0e-04 ∣ avg_100 : 9.714619 ∣ l2loss : 9.349868 ∣ 
[  epoch 0002/0005] 2120/4800, lr:1.0e-04 ∣ avg_100 : 9.712870 ∣ l2loss : 9.055594 ∣ 
[  epoch 0002/0005] 2130/4800, lr:1.0e-04 ∣ avg_100 : 9.708804 ∣ l2loss : 9.111090 ∣ 
[  epoch 0002/0005] 2140/4800, lr:1.0e-04 ∣ avg_100 : 9.703851 ∣ l2loss : 9.081123 ∣ 
[  epoch 0002/0005] 2150/4800, lr:1.0e-04 ∣ avg_100 : 9.695343 ∣ l2loss : 8.975423 ∣ 
[  epoch 0002/0005] 2160/4800, lr:1.0e-04 ∣ avg_100 : 9.686469 ∣ l2loss : 8.961207 ∣ 
[  epoch 0002/0005] 2170/4800, lr:1.0e-04 ∣ avg_100 : 9.676786 ∣ l2loss : 9.275894 ∣ 
[  epoch 0002/0005] 2180/4800, lr:1.0e-04 ∣ avg_100 : 9.663619 ∣ l2loss : 9.337888 ∣ 
[  epoch 0002/0005] 2190/4800, lr:1.0e-04 ∣ avg_100 : 9.646839 ∣ l2loss : 9.227461 ∣ 
[  epoch 0002/0005] 2200/4800, lr:1.0e-04 ∣ avg_100 : 9.634699 ∣ l2loss : 8.778642 ∣ 
[  epoch 0002/0005] 2210/4800, lr:1.0e-04 ∣ avg_100 : 9.619260 ∣ l2loss : 9.156600 ∣ 
[  epoch 0002/0005] 2220/4800, lr:1.0e-04 ∣ avg_100 : 9.613553 ∣ l2loss : 9.282455 ∣ 
[  epoch 0002/0005] 2230/4800, lr:1.0e-04 ∣ avg_100 : 9.605466 ∣ l2loss : 9.020703 ∣ 
[  epoch 0002/0005] 2240/4800, lr:1.0e-04 ∣ avg_100 : 9.595986 ∣ l2loss : 9.047689 ∣ 
[  epoch 0002/0005] 2250/4800, lr:1.0e-04 ∣ avg_100 : 9.585057 ∣ l2loss : 9.068080 ∣ 
[  epoch 0002/0005] 2260/4800, lr:1.0e-04 ∣ avg_100 : 9.576532 ∣ l2loss : 9.222198 ∣ 
[  epoch 0002/0005] 2270/4800, lr:1.0e-04 ∣ avg_100 : 9.568017 ∣ l2loss : 8.842965 ∣ 
[  epoch 0002/0005] 2280/4800, lr:1.0e-04 ∣ avg_100 : 9.559242 ∣ l2loss : 9.267283 ∣ 
[  epoch 0002/0005] 2290/4800, lr:1.0e-04 ∣ avg_100 : 9.550021 ∣ l2loss : 9.476762 ∣ 
[  epoch 0002/0005] 2300/4800, lr:1.0e-04 ∣ avg_100 : 9.542486 ∣ l2loss : 8.756058 ∣ 
[  epoch 0002/0005] 2310/4800, lr:1.0e-04 ∣ avg_100 : 9.530178 ∣ l2loss : 8.833303 ∣ 
[  epoch 0002/0005] 2320/4800, lr:1.0e-04 ∣ avg_100 : 9.527316 ∣ l2loss : 9.077488 ∣ 
[  epoch 0002/0005] 2330/4800, lr:1.0e-04 ∣ avg_100 : 9.521003 ∣ l2loss : 8.889316 ∣ 
[  epoch 0002/0005] 2340/4800, lr:1.0e-04 ∣ avg_100 : 9.517389 ∣ l2loss : 8.972564 ∣ 
[  epoch 0002/0005] 2350/4800, lr:1.0e-04 ∣ avg_100 : 9.512790 ∣ l2loss : 9.239110 ∣ 
[  epoch 0002/0005] 2360/4800, lr:1.0e-04 ∣ avg_100 : 9.507787 ∣ l2loss : 9.044043 ∣ 
[  epoch 0002/0005] 2370/4800, lr:1.0e-04 ∣ avg_100 : 9.499111 ∣ l2loss : 8.694573 ∣ 
[  epoch 0002/0005] 2380/4800, lr:1.0e-04 ∣ avg_100 : 9.490121 ∣ l2loss : 8.865049 ∣ 
[  epoch 0002/0005] 2390/4800, lr:1.0e-04 ∣ avg_100 : 9.481087 ∣ l2loss : 8.548471 ∣ 
[  epoch 0002/0005] 2400/4800, lr:1.0e-04 ∣ avg_100 : 9.481623 ∣ l2loss : 9.101318 ∣ 
[  epoch 0002/0005] 2410/4800, lr:1.0e-04 ∣ avg_100 : 9.474248 ∣ l2loss : 9.216062 ∣ 
[  epoch 0002/0005] 2420/4800, lr:1.0e-04 ∣ avg_100 : 9.465661 ∣ l2loss : 8.973519 ∣ 
[  epoch 0002/0005] 2430/4800, lr:1.0e-04 ∣ avg_100 : 9.455761 ∣ l2loss : 8.706048 ∣ 
[  epoch 0002/0005] 2440/4800, lr:1.0e-04 ∣ avg_100 : 9.446381 ∣ l2loss : 8.818613 ∣ 
[  epoch 0002/0005] 2450/4800, lr:1.0e-04 ∣ avg_100 : 9.442078 ∣ l2loss : 9.395511 ∣ 
[  epoch 0002/0005] 2460/4800, lr:1.0e-04 ∣ avg_100 : 9.404510 ∣ l2loss : 8.458097 ∣ 
[  epoch 0002/0005] 2470/4800, lr:1.0e-04 ∣ avg_100 : 9.364978 ∣ l2loss : 8.714670 ∣ 
[  epoch 0002/0005] 2480/4800, lr:1.0e-04 ∣ avg_100 : 9.343378 ∣ l2loss : 8.771731 ∣ 
[  epoch 0002/0005] 2490/4800, lr:1.0e-04 ∣ avg_100 : 9.325072 ∣ l2loss : 8.776428 ∣ 
[  epoch 0002/0005] 2500/4800, lr:1.0e-04 ∣ avg_100 : 9.312627 ∣ l2loss : 8.873872 ∣ 
[  epoch 0002/0005] 2510/4800, lr:1.0e-04 ∣ avg_100 : 9.303832 ∣ l2loss : 9.150184 ∣ 
[  epoch 0002/0005] 2520/4800, lr:1.0e-04 ∣ avg_100 : 9.298762 ∣ l2loss : 9.171831 ∣ 
[  epoch 0002/0005] 2530/4800, lr:1.0e-04 ∣ avg_100 : 9.285132 ∣ l2loss : 8.748506 ∣ 
[  epoch 0002/0005] 2540/4800, lr:1.0e-04 ∣ avg_100 : 9.270901 ∣ l2loss : 8.599422 ∣ 
[  epoch 0002/0005] 2550/4800, lr:1.0e-04 ∣ avg_100 : 9.258115 ∣ l2loss : 8.662376 ∣ 
[  epoch 0002/0005] 2560/4800, lr:1.0e-04 ∣ avg_100 : 9.249760 ∣ l2loss : 8.711526 ∣ 
[  epoch 0002/0005] 2570/4800, lr:1.0e-04 ∣ avg_100 : 9.239544 ∣ l2loss : 8.894966 ∣ 
[  epoch 0002/0005] 2580/4800, lr:1.0e-04 ∣ avg_100 : 9.227716 ∣ l2loss : 8.745501 ∣ 
[  epoch 0002/0005] 2590/4800, lr:1.0e-04 ∣ avg_100 : 9.218358 ∣ l2loss : 9.025804 ∣ 
[  epoch 0002/0005] 2600/4800, lr:1.0e-04 ∣ avg_100 : 9.202167 ∣ l2loss : 8.125967 ∣ 
[  epoch 0002/0005] 2610/4800, lr:1.0e-04 ∣ avg_100 : 9.193948 ∣ l2loss : 8.961059 ∣ 
[  epoch 0002/0005] 2620/4800, lr:1.0e-04 ∣ avg_100 : 9.188855 ∣ l2loss : 9.048500 ∣ 
[  epoch 0002/0005] 2630/4800, lr:1.0e-04 ∣ avg_100 : 9.190221 ∣ l2loss : 9.362965 ∣ 
[  epoch 0002/0005] 2640/4800, lr:1.0e-04 ∣ avg_100 : 9.184237 ∣ l2loss : 9.016584 ∣ 
[  epoch 0002/0005] 2650/4800, lr:1.0e-04 ∣ avg_100 : 9.174849 ∣ l2loss : 8.746275 ∣ 
[  epoch 0002/0005] 2660/4800, lr:1.0e-04 ∣ avg_100 : 9.160959 ∣ l2loss : 8.245558 ∣ 
[  epoch 0002/0005] 2670/4800, lr:1.0e-04 ∣ avg_100 : 9.159542 ∣ l2loss : 9.195159 ∣ 
[  epoch 0002/0005] 2680/4800, lr:1.0e-04 ∣ avg_100 : 9.158585 ∣ l2loss : 9.359649 ∣ 
[  epoch 0002/0005] 2690/4800, lr:1.0e-04 ∣ avg_100 : 9.151638 ∣ l2loss : 8.929504 ∣ 
[  epoch 0002/0005] 2700/4800, lr:1.0e-04 ∣ avg_100 : 9.145437 ∣ l2loss : 8.850639 ∣ 
[  epoch 0002/0005] 2710/4800, lr:1.0e-04 ∣ avg_100 : 9.137336 ∣ l2loss : 8.869724 ∣ 
[  epoch 0002/0005] 2720/4800, lr:1.0e-04 ∣ avg_100 : 9.120774 ∣ l2loss : 8.419089 ∣ 
[  epoch 0002/0005] 2730/4800, lr:1.0e-04 ∣ avg_100 : 9.118869 ∣ l2loss : 9.030294 ∣ 
[  epoch 0002/0005] 2740/4800, lr:1.0e-04 ∣ avg_100 : 9.113924 ∣ l2loss : 8.760435 ∣ 
[  epoch 0002/0005] 2750/4800, lr:1.0e-04 ∣ avg_100 : 9.102180 ∣ l2loss : 8.819221 ∣ 
[  epoch 0002/0005] 2760/4800, lr:1.0e-04 ∣ avg_100 : 9.094380 ∣ l2loss : 8.890619 ∣ 
[  epoch 0002/0005] 2770/4800, lr:1.0e-04 ∣ avg_100 : 9.084412 ∣ l2loss : 8.684700 ∣ 
[  epoch 0002/0005] 2780/4800, lr:1.0e-04 ∣ avg_100 : 9.073911 ∣ l2loss : 8.469690 ∣ 
[  epoch 0002/0005] 2790/4800, lr:1.0e-04 ∣ avg_100 : 9.065221 ∣ l2loss : 8.595220 ∣ 
[  epoch 0002/0005] 2800/4800, lr:1.0e-04 ∣ avg_100 : 9.057710 ∣ l2loss : 8.810982 ∣ 
[  epoch 0002/0005] 2810/4800, lr:1.0e-04 ∣ avg_100 : 9.051202 ∣ l2loss : 8.760150 ∣ 
[  epoch 0002/0005] 2820/4800, lr:1.0e-04 ∣ avg_100 : 9.041391 ∣ l2loss : 8.684014 ∣ 
[  epoch 0002/0005] 2830/4800, lr:1.0e-04 ∣ avg_100 : 9.038318 ∣ l2loss : 8.853286 ∣ 
[  epoch 0002/0005] 2840/4800, lr:1.0e-04 ∣ avg_100 : 9.027475 ∣ l2loss : 8.406318 ∣ 
[  epoch 0002/0005] 2850/4800, lr:1.0e-04 ∣ avg_100 : 9.018433 ∣ l2loss : 8.533759 ∣ 
[  epoch 0002/0005] 2860/4800, lr:1.0e-04 ∣ avg_100 : 9.016371 ∣ l2loss : 9.023468 ∣ 
[  epoch 0002/0005] 2870/4800, lr:1.0e-04 ∣ avg_100 : 9.008684 ∣ l2loss : 8.433349 ∣ 
[  epoch 0002/0005] 2880/4800, lr:1.0e-04 ∣ avg_100 : 9.002855 ∣ l2loss : 8.760524 ∣ 
[  epoch 0002/0005] 2890/4800, lr:1.0e-04 ∣ avg_100 : 8.992691 ∣ l2loss : 8.620345 ∣ 
[  epoch 0002/0005] 2900/4800, lr:1.0e-04 ∣ avg_100 : 8.986120 ∣ l2loss : 8.883159 ∣ 
[  epoch 0002/0005] 2910/4800, lr:1.0e-04 ∣ avg_100 : 8.976608 ∣ l2loss : 8.639077 ∣ 
[  epoch 0002/0005] 2920/4800, lr:1.0e-04 ∣ avg_100 : 8.972995 ∣ l2loss : 8.718938 ∣ 
[  epoch 0002/0005] 2930/4800, lr:1.0e-04 ∣ avg_100 : 8.971379 ∣ l2loss : 9.089005 ∣ 
[  epoch 0002/0005] 2940/4800, lr:1.0e-04 ∣ avg_100 : 8.966704 ∣ l2loss : 8.646362 ∣ 
[  epoch 0002/0005] 2950/4800, lr:1.0e-04 ∣ avg_100 : 8.953444 ∣ l2loss : 8.149160 ∣ 
[  epoch 0002/0005] 2960/4800, lr:1.0e-04 ∣ avg_100 : 8.950876 ∣ l2loss : 9.090855 ∣ 
[  epoch 0002/0005] 2970/4800, lr:1.0e-04 ∣ avg_100 : 8.940593 ∣ l2loss : 8.560847 ∣ 
[  epoch 0002/0005] 2980/4800, lr:1.0e-04 ∣ avg_100 : 8.935745 ∣ l2loss : 8.648162 ∣ 
[  epoch 0002/0005] 2990/4800, lr:1.0e-04 ∣ avg_100 : 8.928191 ∣ l2loss : 8.805558 ∣ 
[  epoch 0002/0005] 3000/4800, lr:1.0e-04 ∣ avg_100 : 8.926830 ∣ l2loss : 9.210523 ∣ 
[  epoch 0002/0005] 3010/4800, lr:1.0e-04 ∣ avg_100 : 8.921849 ∣ l2loss : 8.642602 ∣ 
[  epoch 0002/0005] 3020/4800, lr:1.0e-04 ∣ avg_100 : 8.913424 ∣ l2loss : 8.734485 ∣ 
[  epoch 0002/0005] 3030/4800, lr:1.0e-04 ∣ avg_100 : 8.906627 ∣ l2loss : 8.622331 ∣ 
[  epoch 0002/0005] 3040/4800, lr:1.0e-04 ∣ avg_100 : 8.897443 ∣ l2loss : 9.044213 ∣ 
[  epoch 0002/0005] 3050/4800, lr:1.0e-04 ∣ avg_100 : 8.895397 ∣ l2loss : 8.869567 ∣ 
[  epoch 0002/0005] 3060/4800, lr:1.0e-04 ∣ avg_100 : 8.888844 ∣ l2loss : 8.542995 ∣ 
[  epoch 0002/0005] 3070/4800, lr:1.0e-04 ∣ avg_100 : 8.878372 ∣ l2loss : 8.322929 ∣ 
[  epoch 0002/0005] 3080/4800, lr:1.0e-04 ∣ avg_100 : 8.870191 ∣ l2loss : 8.493262 ∣ 
[  epoch 0002/0005] 3090/4800, lr:1.0e-04 ∣ avg_100 : 8.867836 ∣ l2loss : 8.930176 ∣ 
[  epoch 0002/0005] 3100/4800, lr:1.0e-04 ∣ avg_100 : 8.865366 ∣ l2loss : 8.650494 ∣ 
[  epoch 0002/0005] 3110/4800, lr:1.0e-04 ∣ avg_100 : 8.858067 ∣ l2loss : 8.619939 ∣ 
[  epoch 0002/0005] 3120/4800, lr:1.0e-04 ∣ avg_100 : 8.853332 ∣ l2loss : 8.582056 ∣ 
[  epoch 0002/0005] 3130/4800, lr:1.0e-04 ∣ avg_100 : 8.848857 ∣ l2loss : 8.663648 ∣ 
[  epoch 0002/0005] 3140/4800, lr:1.0e-04 ∣ avg_100 : 8.846469 ∣ l2loss : 8.842349 ∣ 
[  epoch 0002/0005] 3150/4800, lr:1.0e-04 ∣ avg_100 : 8.841301 ∣ l2loss : 8.458546 ∣ 
[  epoch 0002/0005] 3160/4800, lr:1.0e-04 ∣ avg_100 : 8.840733 ∣ l2loss : 8.904402 ∣ 
[  epoch 0002/0005] 3170/4800, lr:1.0e-04 ∣ avg_100 : 8.830886 ∣ l2loss : 8.291268 ∣ 
[  epoch 0002/0005] 3180/4800, lr:1.0e-04 ∣ avg_100 : 8.824577 ∣ l2loss : 8.706932 ∣ 
[  epoch 0002/0005] 3190/4800, lr:1.0e-04 ∣ avg_100 : 8.818523 ∣ l2loss : 8.622111 ∣ 
[  epoch 0002/0005] 3200/4800, lr:1.0e-04 ∣ avg_100 : 8.815952 ∣ l2loss : 8.521549 ∣ 
[  epoch 0002/0005] 3210/4800, lr:1.0e-04 ∣ avg_100 : 8.810017 ∣ l2loss : 8.563094 ∣ 
[  epoch 0002/0005] 3220/4800, lr:1.0e-04 ∣ avg_100 : 8.800806 ∣ l2loss : 8.361319 ∣ 
[  epoch 0002/0005] 3230/4800, lr:1.0e-04 ∣ avg_100 : 8.795522 ∣ l2loss : 8.492275 ∣ 
[  epoch 0002/0005] 3240/4800, lr:1.0e-04 ∣ avg_100 : 8.791309 ∣ l2loss : 8.626386 ∣ 
[  epoch 0002/0005] 3250/4800, lr:1.0e-04 ∣ avg_100 : 8.786628 ∣ l2loss : 8.600029 ∣ 
[  epoch 0002/0005] 3260/4800, lr:1.0e-04 ∣ avg_100 : 8.777689 ∣ l2loss : 8.328263 ∣ 
[  epoch 0002/0005] 3270/4800, lr:1.0e-04 ∣ avg_100 : 8.776162 ∣ l2loss : 8.690269 ∣ 
[  epoch 0002/0005] 3280/4800, lr:1.0e-04 ∣ avg_100 : 8.767448 ∣ l2loss : 8.395935 ∣ 
[  epoch 0002/0005] 3290/4800, lr:1.0e-04 ∣ avg_100 : 8.757310 ∣ l2loss : 8.462897 ∣ 
[  epoch 0002/0005] 3300/4800, lr:1.0e-04 ∣ avg_100 : 8.754010 ∣ l2loss : 8.426114 ∣ 
[  epoch 0002/0005] 3310/4800, lr:1.0e-04 ∣ avg_100 : 8.750635 ∣ l2loss : 8.495773 ∣ 
[  epoch 0002/0005] 3320/4800, lr:1.0e-04 ∣ avg_100 : 8.748795 ∣ l2loss : 8.893527 ∣ 
[  epoch 0002/0005] 3330/4800, lr:1.0e-04 ∣ avg_100 : 8.746437 ∣ l2loss : 8.653474 ∣ 
[  epoch 0002/0005] 3340/4800, lr:1.0e-04 ∣ avg_100 : 8.743638 ∣ l2loss : 8.692697 ∣ 
[  epoch 0002/0005] 3350/4800, lr:1.0e-04 ∣ avg_100 : 8.739110 ∣ l2loss : 8.786267 ∣ 
[  epoch 0002/0005] 3360/4800, lr:1.0e-04 ∣ avg_100 : 8.734314 ∣ l2loss : 8.564453 ∣ 
[  epoch 0002/0005] 3370/4800, lr:1.0e-04 ∣ avg_100 : 8.729538 ∣ l2loss : 8.216943 ∣ 
[  epoch 0002/0005] 3380/4800, lr:1.0e-04 ∣ avg_100 : 8.723875 ∣ l2loss : 8.298789 ∣ 
[  epoch 0002/0005] 3390/4800, lr:1.0e-04 ∣ avg_100 : 8.725163 ∣ l2loss : 8.677279 ∣ 
[  epoch 0002/0005] 3400/4800, lr:1.0e-04 ∣ avg_100 : 8.718384 ∣ l2loss : 8.423369 ∣ 
[  epoch 0002/0005] 3410/4800, lr:1.0e-04 ∣ avg_100 : 8.710655 ∣ l2loss : 8.443185 ∣ 
[  epoch 0002/0005] 3420/4800, lr:1.0e-04 ∣ avg_100 : 8.707171 ∣ l2loss : 8.625090 ∣ 
[  epoch 0002/0005] 3430/4800, lr:1.0e-04 ∣ avg_100 : 8.701763 ∣ l2loss : 8.165285 ∣ 
[  epoch 0002/0005] 3440/4800, lr:1.0e-04 ∣ avg_100 : 8.694957 ∣ l2loss : 8.138052 ∣ 
[  epoch 0002/0005] 3450/4800, lr:1.0e-04 ∣ avg_100 : 8.684861 ∣ l2loss : 8.385871 ∣ 
[  epoch 0002/0005] 3460/4800, lr:1.0e-04 ∣ avg_100 : 8.688089 ∣ l2loss : 8.780904 ∣ 
[  epoch 0002/0005] 3470/4800, lr:1.0e-04 ∣ avg_100 : 8.683494 ∣ l2loss : 8.255215 ∣ 
[  epoch 0002/0005] 3480/4800, lr:1.0e-04 ∣ avg_100 : 8.674897 ∣ l2loss : 7.912023 ∣ 
[  epoch 0002/0005] 3490/4800, lr:1.0e-04 ∣ avg_100 : 8.670431 ∣ l2loss : 8.329752 ∣ 
[  epoch 0002/0005] 3500/4800, lr:1.0e-04 ∣ avg_100 : 8.663955 ∣ l2loss : 8.226278 ∣ 
[  epoch 0002/0005] 3510/4800, lr:1.0e-04 ∣ avg_100 : 8.657385 ∣ l2loss : 8.493233 ∣ 
[  epoch 0002/0005] 3520/4800, lr:1.0e-04 ∣ avg_100 : 8.645040 ∣ l2loss : 7.937277 ∣ 
[  epoch 0002/0005] 3530/4800, lr:1.0e-04 ∣ avg_100 : 8.642761 ∣ l2loss : 8.520619 ∣ 
[  epoch 0002/0005] 3540/4800, lr:1.0e-04 ∣ avg_100 : 8.638852 ∣ l2loss : 8.208513 ∣ 
[  epoch 0002/0005] 3550/4800, lr:1.0e-04 ∣ avg_100 : 8.635431 ∣ l2loss : 8.320355 ∣ 
[  epoch 0002/0005] 3560/4800, lr:1.0e-04 ∣ avg_100 : 8.629357 ∣ l2loss : 8.104054 ∣ 
[  epoch 0002/0005] 3570/4800, lr:1.0e-04 ∣ avg_100 : 8.622462 ∣ l2loss : 8.205446 ∣ 
[  epoch 0002/0005] 3580/4800, lr:1.0e-04 ∣ avg_100 : 8.614692 ∣ l2loss : 7.968547 ∣ 
[  epoch 0002/0005] 3590/4800, lr:1.0e-04 ∣ avg_100 : 8.609639 ∣ l2loss : 8.520496 ∣ 
[  epoch 0002/0005] 3600/4800, lr:1.0e-04 ∣ avg_100 : 8.611300 ∣ l2loss : 8.292108 ∣ 
[  epoch 0002/0005] 3610/4800, lr:1.0e-04 ∣ avg_100 : 8.605094 ∣ l2loss : 8.340469 ∣ 
[  epoch 0002/0005] 3620/4800, lr:1.0e-04 ∣ avg_100 : 8.598674 ∣ l2loss : 8.406495 ∣ 
[  epoch 0002/0005] 3630/4800, lr:1.0e-04 ∣ avg_100 : 8.592980 ∣ l2loss : 8.793493 ∣ 
[  epoch 0002/0005] 3640/4800, lr:1.0e-04 ∣ avg_100 : 8.583204 ∣ l2loss : 8.039034 ∣ 
[  epoch 0002/0005] 3650/4800, lr:1.0e-04 ∣ avg_100 : 8.577369 ∣ l2loss : 8.162801 ∣ 
[  epoch 0002/0005] 3660/4800, lr:1.0e-04 ∣ avg_100 : 8.581118 ∣ l2loss : 8.620386 ∣ 
[  epoch 0002/0005] 3670/4800, lr:1.0e-04 ∣ avg_100 : 8.569485 ∣ l2loss : 8.031876 ∣ 
[  epoch 0002/0005] 3680/4800, lr:1.0e-04 ∣ avg_100 : 8.557479 ∣ l2loss : 8.159042 ∣ 
[  epoch 0002/0005] 3690/4800, lr:1.0e-04 ∣ avg_100 : 8.550371 ∣ l2loss : 8.218733 ∣ 
[  epoch 0002/0005] 3700/4800, lr:1.0e-04 ∣ avg_100 : 8.541971 ∣ l2loss : 8.010664 ∣ 
[  epoch 0002/0005] 3710/4800, lr:1.0e-04 ∣ avg_100 : 8.540449 ∣ l2loss : 8.717494 ∣ 
[  epoch 0002/0005] 3720/4800, lr:1.0e-04 ∣ avg_100 : 8.541128 ∣ l2loss : 8.487024 ∣ 
[  epoch 0002/0005] 3730/4800, lr:1.0e-04 ∣ avg_100 : 8.531819 ∣ l2loss : 8.099331 ∣ 
[  epoch 0002/0005] 3740/4800, lr:1.0e-04 ∣ avg_100 : 8.526834 ∣ l2loss : 8.261952 ∣ 
[  epoch 0002/0005] 3750/4800, lr:1.0e-04 ∣ avg_100 : 8.524371 ∣ l2loss : 8.572979 ∣ 
[  epoch 0002/0005] 3760/4800, lr:1.0e-04 ∣ avg_100 : 8.517665 ∣ l2loss : 8.219985 ∣ 
[  epoch 0002/0005] 3770/4800, lr:1.0e-04 ∣ avg_100 : 8.514948 ∣ l2loss : 8.412951 ∣ 
[  epoch 0002/0005] 3780/4800, lr:1.0e-04 ∣ avg_100 : 8.512415 ∣ l2loss : 8.216395 ∣ 
[  epoch 0002/0005] 3790/4800, lr:1.0e-04 ∣ avg_100 : 8.510770 ∣ l2loss : 8.430698 ∣ 
[  epoch 0002/0005] 3800/4800, lr:1.0e-04 ∣ avg_100 : 8.502265 ∣ l2loss : 7.960551 ∣ 
[  epoch 0002/0005] 3810/4800, lr:1.0e-04 ∣ avg_100 : 8.500213 ∣ l2loss : 8.554903 ∣ 
[  epoch 0002/0005] 3820/4800, lr:1.0e-04 ∣ avg_100 : 8.494263 ∣ l2loss : 8.088999 ∣ 
[  epoch 0002/0005] 3830/4800, lr:1.0e-04 ∣ avg_100 : 8.484078 ∣ l2loss : 7.834859 ∣ 
[  epoch 0002/0005] 3840/4800, lr:1.0e-04 ∣ avg_100 : 8.479697 ∣ l2loss : 7.968222 ∣ 
[  epoch 0002/0005] 3850/4800, lr:1.0e-04 ∣ avg_100 : 8.479530 ∣ l2loss : 8.517063 ∣ 
[  epoch 0002/0005] 3860/4800, lr:1.0e-04 ∣ avg_100 : 8.468015 ∣ l2loss : 7.871889 ∣ 
[  epoch 0002/0005] 3870/4800, lr:1.0e-04 ∣ avg_100 : 8.464508 ∣ l2loss : 8.082654 ∣ 
[  epoch 0002/0005] 3880/4800, lr:1.0e-04 ∣ avg_100 : 8.461349 ∣ l2loss : 8.444683 ∣ 
[  epoch 0002/0005] 3890/4800, lr:1.0e-04 ∣ avg_100 : 8.457009 ∣ l2loss : 8.186273 ∣ 
[  epoch 0002/0005] 3900/4800, lr:1.0e-04 ∣ avg_100 : 8.451495 ∣ l2loss : 8.331809 ∣ 
[  epoch 0002/0005] 3910/4800, lr:1.0e-04 ∣ avg_100 : 8.444952 ∣ l2loss : 7.984796 ∣ 
[  epoch 0002/0005] 3920/4800, lr:1.0e-04 ∣ avg_100 : 8.438728 ∣ l2loss : 8.096556 ∣ 
[  epoch 0002/0005] 3930/4800, lr:1.0e-04 ∣ avg_100 : 8.426253 ∣ l2loss : 7.841470 ∣ 
[  epoch 0002/0005] 3940/4800, lr:1.0e-04 ∣ avg_100 : 8.422423 ∣ l2loss : 8.263379 ∣ 
[  epoch 0002/0005] 3950/4800, lr:1.0e-04 ∣ avg_100 : 8.425629 ∣ l2loss : 8.469786 ∣ 
[  epoch 0002/0005] 3960/4800, lr:1.0e-04 ∣ avg_100 : 8.412002 ∣ l2loss : 7.728145 ∣ 
[  epoch 0002/0005] 3970/4800, lr:1.0e-04 ∣ avg_100 : 8.408793 ∣ l2loss : 8.239916 ∣ 
[  epoch 0002/0005] 3980/4800, lr:1.0e-04 ∣ avg_100 : 8.400348 ∣ l2loss : 7.803628 ∣ 
[  epoch 0002/0005] 3990/4800, lr:1.0e-04 ∣ avg_100 : 8.392035 ∣ l2loss : 7.974321 ∣ 
[  epoch 0002/0005] 4000/4800, lr:1.0e-04 ∣ avg_100 : 8.383066 ∣ l2loss : 8.313615 ∣ 
[  epoch 0002/0005] 4010/4800, lr:1.0e-04 ∣ avg_100 : 8.377594 ∣ l2loss : 8.095384 ∣ 
[  epoch 0002/0005] 4020/4800, lr:1.0e-04 ∣ avg_100 : 8.372820 ∣ l2loss : 8.257086 ∣ 
[  epoch 0002/0005] 4030/4800, lr:1.0e-04 ∣ avg_100 : 8.368360 ∣ l2loss : 8.176330 ∣ 
[  epoch 0002/0005] 4040/4800, lr:1.0e-04 ∣ avg_100 : 8.360578 ∣ l2loss : 8.266030 ∣ 
[  epoch 0002/0005] 4050/4800, lr:1.0e-04 ∣ avg_100 : 8.350968 ∣ l2loss : 7.908521 ∣ 
[  epoch 0002/0005] 4060/4800, lr:1.0e-04 ∣ avg_100 : 8.344512 ∣ l2loss : 7.897446 ∣ 
[  epoch 0002/0005] 4070/4800, lr:1.0e-04 ∣ avg_100 : 8.340270 ∣ l2loss : 7.898703 ∣ 
[  epoch 0002/0005] 4080/4800, lr:1.0e-04 ∣ avg_100 : 8.338932 ∣ l2loss : 8.359476 ∣ 
[  epoch 0002/0005] 4090/4800, lr:1.0e-04 ∣ avg_100 : 8.331883 ∣ l2loss : 8.225264 ∣ 
[  epoch 0002/0005] 4100/4800, lr:1.0e-04 ∣ avg_100 : 8.323089 ∣ l2loss : 7.771046 ∣ 
[  epoch 0002/0005] 4110/4800, lr:1.0e-04 ∣ avg_100 : 8.317332 ∣ l2loss : 8.044288 ∣ 
[  epoch 0002/0005] 4120/4800, lr:1.0e-04 ∣ avg_100 : 8.312162 ∣ l2loss : 8.065047 ∣ 
[  epoch 0002/0005] 4130/4800, lr:1.0e-04 ∣ avg_100 : 8.302769 ∣ l2loss : 7.724327 ∣ 
[  epoch 0002/0005] 4140/4800, lr:1.0e-04 ∣ avg_100 : 8.292365 ∣ l2loss : 7.801960 ∣ 
[  epoch 0002/0005] 4150/4800, lr:1.0e-04 ∣ avg_100 : 8.288698 ∣ l2loss : 8.091900 ∣ 
[  epoch 0002/0005] 4160/4800, lr:1.0e-04 ∣ avg_100 : 8.277504 ∣ l2loss : 7.784944 ∣ 
[  epoch 0002/0005] 4170/4800, lr:1.0e-04 ∣ avg_100 : 8.276646 ∣ l2loss : 8.205443 ∣ 
[  epoch 0002/0005] 4180/4800, lr:1.0e-04 ∣ avg_100 : 8.271647 ∣ l2loss : 8.207034 ∣ 
[  epoch 0002/0005] 4190/4800, lr:1.0e-04 ∣ avg_100 : 8.270522 ∣ l2loss : 8.509647 ∣ 
[  epoch 0002/0005] 4200/4800, lr:1.0e-04 ∣ avg_100 : 8.263621 ∣ l2loss : 7.831491 ∣ 
[  epoch 0002/0005] 4210/4800, lr:1.0e-04 ∣ avg_100 : 8.259190 ∣ l2loss : 8.119914 ∣ 
[  epoch 0002/0005] 4220/4800, lr:1.0e-04 ∣ avg_100 : 8.255639 ∣ l2loss : 8.006236 ∣ 
[  epoch 0002/0005] 4230/4800, lr:1.0e-04 ∣ avg_100 : 8.248042 ∣ l2loss : 7.732573 ∣ 
[  epoch 0002/0005] 4240/4800, lr:1.0e-04 ∣ avg_100 : 8.240201 ∣ l2loss : 7.842281 ∣ 
[  epoch 0002/0005] 4250/4800, lr:1.0e-04 ∣ avg_100 : 8.234682 ∣ l2loss : 8.048160 ∣ 
[  epoch 0002/0005] 4260/4800, lr:1.0e-04 ∣ avg_100 : 8.233428 ∣ l2loss : 8.202848 ∣ 
[  epoch 0002/0005] 4270/4800, lr:1.0e-04 ∣ avg_100 : 8.227903 ∣ l2loss : 8.137732 ∣ 
[  epoch 0002/0005] 4280/4800, lr:1.0e-04 ∣ avg_100 : 8.224937 ∣ l2loss : 8.099434 ∣ 
[  epoch 0002/0005] 4290/4800, lr:1.0e-04 ∣ avg_100 : 8.219860 ∣ l2loss : 7.955155 ∣ 
[  epoch 0002/0005] 4300/4800, lr:1.0e-04 ∣ avg_100 : 8.213528 ∣ l2loss : 7.792908 ∣ 
[  epoch 0002/0005] 4310/4800, lr:1.0e-04 ∣ avg_100 : 8.208268 ∣ l2loss : 7.969798 ∣ 
[  epoch 0002/0005] 4320/4800, lr:1.0e-04 ∣ avg_100 : 8.202107 ∣ l2loss : 8.277420 ∣ 
[  epoch 0002/0005] 4330/4800, lr:1.0e-04 ∣ avg_100 : 8.195200 ∣ l2loss : 7.962805 ∣ 
[  epoch 0002/0005] 4340/4800, lr:1.0e-04 ∣ avg_100 : 8.188282 ∣ l2loss : 8.000810 ∣ 
[  epoch 0002/0005] 4350/4800, lr:1.0e-04 ∣ avg_100 : 8.182241 ∣ l2loss : 8.182190 ∣ 
[  epoch 0002/0005] 4360/4800, lr:1.0e-04 ∣ avg_100 : 8.175765 ∣ l2loss : 7.916864 ∣ 
[  epoch 0002/0005] 4370/4800, lr:1.0e-04 ∣ avg_100 : 8.172486 ∣ l2loss : 7.889031 ∣ 
[  epoch 0002/0005] 4380/4800, lr:1.0e-04 ∣ avg_100 : 8.168964 ∣ l2loss : 7.946566 ∣ 
[  epoch 0002/0005] 4390/4800, lr:1.0e-04 ∣ avg_100 : 8.159877 ∣ l2loss : 7.768589 ∣ 
[  epoch 0002/0005] 4400/4800, lr:1.0e-04 ∣ avg_100 : 8.155942 ∣ l2loss : 8.029865 ∣ 
[  epoch 0002/0005] 4410/4800, lr:1.0e-04 ∣ avg_100 : 8.148870 ∣ l2loss : 7.736014 ∣ 
[  epoch 0002/0005] 4420/4800, lr:1.0e-04 ∣ avg_100 : 8.140673 ∣ l2loss : 7.805376 ∣ 
[  epoch 0002/0005] 4430/4800, lr:1.0e-04 ∣ avg_100 : 8.138664 ∣ l2loss : 7.964366 ∣ 
[  epoch 0002/0005] 4440/4800, lr:1.0e-04 ∣ avg_100 : 8.133281 ∣ l2loss : 7.599835 ∣ 
[  epoch 0002/0005] 4450/4800, lr:1.0e-04 ∣ avg_100 : 8.126550 ∣ l2loss : 7.712746 ∣ 
[  epoch 0002/0005] 4460/4800, lr:1.0e-04 ∣ avg_100 : 8.115334 ∣ l2loss : 7.659297 ∣ 
[  epoch 0002/0005] 4470/4800, lr:1.0e-04 ∣ avg_100 : 8.114118 ∣ l2loss : 8.133595 ∣ 
[  epoch 0002/0005] 4480/4800, lr:1.0e-04 ∣ avg_100 : 8.108018 ∣ l2loss : 7.301994 ∣ 
[  epoch 0002/0005] 4490/4800, lr:1.0e-04 ∣ avg_100 : 8.103434 ∣ l2loss : 7.871381 ∣ 
[  epoch 0002/0005] 4500/4800, lr:1.0e-04 ∣ avg_100 : 8.100002 ∣ l2loss : 7.883059 ∣ 
[  epoch 0002/0005] 4510/4800, lr:1.0e-04 ∣ avg_100 : 8.096969 ∣ l2loss : 8.189953 ∣ 
[  epoch 0002/0005] 4520/4800, lr:1.0e-04 ∣ avg_100 : 8.092701 ∣ l2loss : 7.510458 ∣ 
[  epoch 0002/0005] 4530/4800, lr:1.0e-04 ∣ avg_100 : 8.086719 ∣ l2loss : 7.922406 ∣ 
[  epoch 0002/0005] 4540/4800, lr:1.0e-04 ∣ avg_100 : 8.085502 ∣ l2loss : 8.086889 ∣ 
[  epoch 0002/0005] 4550/4800, lr:1.0e-04 ∣ avg_100 : 8.079761 ∣ l2loss : 7.746246 ∣ 
[  epoch 0002/0005] 4560/4800, lr:1.0e-04 ∣ avg_100 : 8.077535 ∣ l2loss : 7.881372 ∣ 
[  epoch 0002/0005] 4570/4800, lr:1.0e-04 ∣ avg_100 : 8.071788 ∣ l2loss : 7.630807 ∣ 
[  epoch 0002/0005] 4580/4800, lr:1.0e-04 ∣ avg_100 : 8.067379 ∣ l2loss : 7.527669 ∣ 
[  epoch 0002/0005] 4590/4800, lr:1.0e-04 ∣ avg_100 : 8.059046 ∣ l2loss : 7.687137 ∣ 
[  epoch 0002/0005] 4600/4800, lr:1.0e-04 ∣ avg_100 : 8.054207 ∣ l2loss : 7.808237 ∣ 
[  epoch 0002/0005] 4610/4800, lr:1.0e-04 ∣ avg_100 : 8.046041 ∣ l2loss : 7.523912 ∣ 
[  epoch 0002/0005] 4620/4800, lr:1.0e-04 ∣ avg_100 : 8.038475 ∣ l2loss : 7.649879 ∣ 
[  epoch 0002/0005] 4630/4800, lr:1.0e-04 ∣ avg_100 : 8.028793 ∣ l2loss : 7.825224 ∣ 
[  epoch 0002/0005] 4640/4800, lr:1.0e-04 ∣ avg_100 : 8.026474 ∣ l2loss : 7.807153 ∣ 
[  epoch 0002/0005] 4650/4800, lr:1.0e-04 ∣ avg_100 : 8.020898 ∣ l2loss : 7.605184 ∣ 
[  epoch 0002/0005] 4660/4800, lr:1.0e-04 ∣ avg_100 : 8.010179 ∣ l2loss : 7.548552 ∣ 
[  epoch 0002/0005] 4670/4800, lr:1.0e-04 ∣ avg_100 : 8.004759 ∣ l2loss : 7.489812 ∣ 
[  epoch 0002/0005] 4680/4800, lr:1.0e-04 ∣ avg_100 : 7.997898 ∣ l2loss : 7.473004 ∣ 
[  epoch 0002/0005] 4690/4800, lr:1.0e-04 ∣ avg_100 : 7.991057 ∣ l2loss : 7.534613 ∣ 
[  epoch 0002/0005] 4700/4800, lr:1.0e-04 ∣ avg_100 : 7.984611 ∣ l2loss : 7.366053 ∣ 
[  epoch 0002/0005] 4710/4800, lr:1.0e-04 ∣ avg_100 : 7.972732 ∣ l2loss : 7.529628 ∣ 
[  epoch 0002/0005] 4720/4800, lr:1.0e-04 ∣ avg_100 : 7.966012 ∣ l2loss : 7.815035 ∣ 
[  epoch 0002/0005] 4730/4800, lr:1.0e-04 ∣ avg_100 : 7.963595 ∣ l2loss : 7.857589 ∣ 
[  epoch 0002/0005] 4740/4800, lr:1.0e-04 ∣ avg_100 : 7.957883 ∣ l2loss : 7.690731 ∣ 
[  epoch 0002/0005] 4750/4800, lr:1.0e-04 ∣ avg_100 : 7.946424 ∣ l2loss : 7.427138 ∣ 
[  epoch 0002/0005] 4760/4800, lr:1.0e-04 ∣ avg_100 : 7.939040 ∣ l2loss : 7.481601 ∣ 
[  epoch 0002/0005] 4770/4800, lr:1.0e-04 ∣ avg_100 : 7.933810 ∣ l2loss : 7.889946 ∣ 
[  epoch 0002/0005] 4780/4800, lr:1.0e-04 ∣ avg_100 : 7.930694 ∣ l2loss : 7.904732 ∣ 
[  epoch 0002/0005] 4790/4800, lr:1.0e-04 ∣ avg_100 : 7.924714 ∣ l2loss : 7.832669 ∣ 
[  epoch 0002/0005] 4800/4800, lr:1.0e-04 ∣ avg_100 : 7.921059 ∣ l2loss : 7.595119 ∣ 
[    val 002    ] Done! PSNR : 37.23 dB, SSIM : 0.931otal: 2:00:23                  
[  epoch 0003/0005] 0010/4800, lr:1.0e-04 ∣ avg_100 : 7.912489 ∣ l2loss : 7.697908 ∣ 
[  epoch 0003/0005] 0020/4800, lr:1.0e-04 ∣ avg_100 : 7.910619 ∣ l2loss : 7.901938 ∣ 
[  epoch 0003/0005] 0030/4800, lr:1.0e-04 ∣ avg_100 : 7.913867 ∣ l2loss : 8.159677 ∣ 
[  epoch 0003/0005] 0040/4800, lr:1.0e-04 ∣ avg_100 : 7.911738 ∣ l2loss : 7.755362 ∣ 
[  epoch 0003/0005] 0050/4800, lr:1.0e-04 ∣ avg_100 : 7.906816 ∣ l2loss : 8.024867 ∣ 
[  epoch 0003/0005] 0060/4800, lr:1.0e-04 ∣ avg_100 : 7.909534 ∣ l2loss : 8.143690 ∣ 
[  epoch 0003/0005] 0070/4800, lr:1.0e-04 ∣ avg_100 : 7.907723 ∣ l2loss : 7.901546 ∣ 
[  epoch 0003/0005] 0080/4800, lr:1.0e-04 ∣ avg_100 : 7.898205 ∣ l2loss : 7.492884 ∣ 
[  epoch 0003/0005] 0090/4800, lr:1.0e-04 ∣ avg_100 : 7.898722 ∣ l2loss : 8.237952 ∣ 
[  epoch 0003/0005] 0100/4800, lr:1.0e-04 ∣ avg_100 : 7.888761 ∣ l2loss : 7.335736 ∣ 
[  epoch 0003/0005] 0110/4800, lr:1.0e-04 ∣ avg_100 : 7.888381 ∣ l2loss : 7.946757 ∣ 
[  epoch 0003/0005] 0120/4800, lr:1.0e-04 ∣ avg_100 : 7.882423 ∣ l2loss : 7.500769 ∣ 
[  epoch 0003/0005] 0130/4800, lr:1.0e-04 ∣ avg_100 : 7.880236 ∣ l2loss : 7.622781 ∣ 
[  epoch 0003/0005] 0140/4800, lr:1.0e-04 ∣ avg_100 : 7.872693 ∣ l2loss : 7.509056 ∣ 
[  epoch 0003/0005] 0150/4800, lr:1.0e-04 ∣ avg_100 : 7.861678 ∣ l2loss : 7.368263 ∣ 
[  epoch 0003/0005] 0160/4800, lr:1.0e-04 ∣ avg_100 : 7.861986 ∣ l2loss : 7.758955 ∣ 
[  epoch 0003/0005] 0170/4800, lr:1.0e-04 ∣ avg_100 : 7.857576 ∣ l2loss : 7.798915 ∣ 
[  epoch 0003/0005] 0180/4800, lr:1.0e-04 ∣ avg_100 : 7.856810 ∣ l2loss : 7.727014 ∣ 
[  epoch 0003/0005] 0190/4800, lr:1.0e-04 ∣ avg_100 : 7.855914 ∣ l2loss : 7.884748 ∣ 
[  epoch 0003/0005] 0200/4800, lr:1.0e-04 ∣ avg_100 : 7.851613 ∣ l2loss : 7.883574 ∣ 
[  epoch 0003/0005] 0210/4800, lr:1.0e-04 ∣ avg_100 : 7.847637 ∣ l2loss : 7.697733 ∣ 
[  epoch 0003/0005] 0220/4800, lr:1.0e-04 ∣ avg_100 : 7.839447 ∣ l2loss : 7.438111 ∣ 
[  epoch 0003/0005] 0230/4800, lr:1.0e-04 ∣ avg_100 : 7.835267 ∣ l2loss : 7.758354 ∣ 
[  epoch 0003/0005] 0240/4800, lr:1.0e-04 ∣ avg_100 : 7.832233 ∣ l2loss : 7.962619 ∣ 
[  epoch 0003/0005] 0250/4800, lr:1.0e-04 ∣ avg_100 : 7.830807 ∣ l2loss : 7.765926 ∣ 
[  epoch 0003/0005] 0260/4800, lr:1.0e-04 ∣ avg_100 : 7.828641 ∣ l2loss : 7.680845 ∣ 
[  epoch 0003/0005] 0270/4800, lr:1.0e-04 ∣ avg_100 : 7.828277 ∣ l2loss : 7.862264 ∣ 
[  epoch 0003/0005] 0280/4800, lr:1.0e-04 ∣ avg_100 : 7.822914 ∣ l2loss : 7.823159 ∣ 
[  epoch 0003/0005] 0290/4800, lr:1.0e-04 ∣ avg_100 : 7.821985 ∣ l2loss : 8.132371 ∣ 
[  epoch 0003/0005] 0300/4800, lr:1.0e-04 ∣ avg_100 : 7.818647 ∣ l2loss : 7.437278 ∣ 
[  epoch 0003/0005] 0310/4800, lr:1.0e-04 ∣ avg_100 : 7.811178 ∣ l2loss : 7.297385 ∣ 
[  epoch 0003/0005] 0320/4800, lr:1.0e-04 ∣ avg_100 : 7.804800 ∣ l2loss : 7.427266 ∣ 
[  epoch 0003/0005] 0330/4800, lr:1.0e-04 ∣ avg_100 : 7.800447 ∣ l2loss : 7.288965 ∣ 
[  epoch 0003/0005] 0340/4800, lr:1.0e-04 ∣ avg_100 : 7.800725 ∣ l2loss : 7.829836 ∣ 
[  epoch 0003/0005] 0350/4800, lr:1.0e-04 ∣ avg_100 : 7.796544 ∣ l2loss : 7.673717 ∣ 
[  epoch 0003/0005] 0360/4800, lr:1.0e-04 ∣ avg_100 : 7.793726 ∣ l2loss : 7.503165 ∣ 
[  epoch 0003/0005] 0370/4800, lr:1.0e-04 ∣ avg_100 : 7.789459 ∣ l2loss : 7.778792 ∣ 
[  epoch 0003/0005] 0380/4800, lr:1.0e-04 ∣ avg_100 : 7.778292 ∣ l2loss : 7.090297 ∣ 
[  epoch 0003/0005] 0390/4800, lr:1.0e-04 ∣ avg_100 : 7.767891 ∣ l2loss : 7.469520 ∣ 
[  epoch 0003/0005] 0400/4800, lr:1.0e-04 ∣ avg_100 : 7.762771 ∣ l2loss : 7.319568 ∣ 
[  epoch 0003/0005] 0410/4800, lr:1.0e-04 ∣ avg_100 : 7.751412 ∣ l2loss : 6.984000 ∣ 
[  epoch 0003/0005] 0420/4800, lr:1.0e-04 ∣ avg_100 : 7.745739 ∣ l2loss : 7.438925 ∣ 
[  epoch 0003/0005] 0430/4800, lr:1.0e-04 ∣ avg_100 : 7.744169 ∣ l2loss : 7.575518 ∣ 
[  epoch 0003/0005] 0440/4800, lr:1.0e-04 ∣ avg_100 : 7.737961 ∣ l2loss : 7.221541 ∣ 
[  epoch 0003/0005] 0450/4800, lr:1.0e-04 ∣ avg_100 : 7.728837 ∣ l2loss : 7.135766 ∣ 
[  epoch 0003/0005] 0460/4800, lr:1.0e-04 ∣ avg_100 : 7.723427 ∣ l2loss : 7.661795 ∣ 
[  epoch 0003/0005] 0470/4800, lr:1.0e-04 ∣ avg_100 : 7.716414 ∣ l2loss : 7.436484 ∣ 
[  epoch 0003/0005] 0480/4800, lr:1.0e-04 ∣ avg_100 : 7.711225 ∣ l2loss : 7.580549 ∣ 
[  epoch 0003/0005] 0490/4800, lr:1.0e-04 ∣ avg_100 : 7.706168 ∣ l2loss : 7.449403 ∣ 
[  epoch 0003/0005] 0500/4800, lr:1.0e-04 ∣ avg_100 : 7.702123 ∣ l2loss : 7.388382 ∣ 
[  epoch 0003/0005] 0510/4800, lr:1.0e-04 ∣ avg_100 : 7.696390 ∣ l2loss : 7.396579 ∣ 
[  epoch 0003/0005] 0520/4800, lr:1.0e-04 ∣ avg_100 : 7.686374 ∣ l2loss : 7.275770 ∣ 
[  epoch 0003/0005] 0530/4800, lr:1.0e-04 ∣ avg_100 : 7.682743 ∣ l2loss : 7.599734 ∣ 
[  epoch 0003/0005] 0540/4800, lr:1.0e-04 ∣ avg_100 : 7.676228 ∣ l2loss : 7.349314 ∣ 
[  epoch 0003/0005] 0550/4800, lr:1.0e-04 ∣ avg_100 : 7.666919 ∣ l2loss : 7.251259 ∣ 
[  epoch 0003/0005] 0560/4800, lr:1.0e-04 ∣ avg_100 : 7.664034 ∣ l2loss : 7.628411 ∣ 
[  epoch 0003/0005] 0570/4800, lr:1.0e-04 ∣ avg_100 : 7.659053 ∣ l2loss : 7.390877 ∣ 
[  epoch 0003/0005] 0580/4800, lr:1.0e-04 ∣ avg_100 : 7.656926 ∣ l2loss : 7.733893 ∣ 
[  epoch 0003/0005] 0590/4800, lr:1.0e-04 ∣ avg_100 : 7.654235 ∣ l2loss : 7.499430 ∣ 
[  epoch 0003/0005] 0600/4800, lr:1.0e-04 ∣ avg_100 : 7.651916 ∣ l2loss : 7.798038 ∣ 
[  epoch 0003/0005] 0610/4800, lr:1.0e-04 ∣ avg_100 : 7.646572 ∣ l2loss : 7.201562 ∣ 
[  epoch 0003/0005] 0620/4800, lr:1.0e-04 ∣ avg_100 : 7.641624 ∣ l2loss : 7.310549 ∣ 
[  epoch 0003/0005] 0630/4800, lr:1.0e-04 ∣ avg_100 : 7.636217 ∣ l2loss : 7.423713 ∣ 
[  epoch 0003/0005] 0640/4800, lr:1.0e-04 ∣ avg_100 : 7.631521 ∣ l2loss : 7.130201 ∣ 
[  epoch 0003/0005] 0650/4800, lr:1.0e-04 ∣ avg_100 : 7.625782 ∣ l2loss : 7.138895 ∣ 
[  epoch 0003/0005] 0660/4800, lr:1.0e-04 ∣ avg_100 : 7.622255 ∣ l2loss : 7.306561 ∣ 
[  epoch 0003/0005] 0670/4800, lr:1.0e-04 ∣ avg_100 : 7.613802 ∣ l2loss : 7.288280 ∣ 
[  epoch 0003/0005] 0680/4800, lr:1.0e-04 ∣ avg_100 : 7.611390 ∣ l2loss : 7.060869 ∣ 
[  epoch 0003/0005] 0690/4800, lr:1.0e-04 ∣ avg_100 : 7.606712 ∣ l2loss : 7.403509 ∣ 
[  epoch 0003/0005] 0700/4800, lr:1.0e-04 ∣ avg_100 : 7.603573 ∣ l2loss : 7.569143 ∣ 
[  epoch 0003/0005] 0710/4800, lr:1.0e-04 ∣ avg_100 : 7.593079 ∣ l2loss : 7.140552 ∣ 
[  epoch 0003/0005] 0720/4800, lr:1.0e-04 ∣ avg_100 : 7.586962 ∣ l2loss : 6.898757 ∣ 
[  epoch 0003/0005] 0730/4800, lr:1.0e-04 ∣ avg_100 : 7.579130 ∣ l2loss : 7.139217 ∣ 
[  epoch 0003/0005] 0740/4800, lr:1.0e-04 ∣ avg_100 : 7.567886 ∣ l2loss : 6.962557 ∣ 
[  epoch 0003/0005] 0750/4800, lr:1.0e-04 ∣ avg_100 : 7.562641 ∣ l2loss : 7.221665 ∣ 
[  epoch 0003/0005] 0760/4800, lr:1.0e-04 ∣ avg_100 : 7.555711 ∣ l2loss : 7.188386 ∣ 
[  epoch 0003/0005] 0770/4800, lr:1.0e-04 ∣ avg_100 : 7.548520 ∣ l2loss : 6.911718 ∣ 
[  epoch 0003/0005] 0780/4800, lr:1.0e-04 ∣ avg_100 : 7.548706 ∣ l2loss : 7.546274 ∣ 
[  epoch 0003/0005] 0790/4800, lr:1.0e-04 ∣ avg_100 : 7.541723 ∣ l2loss : 6.988877 ∣ 
[  epoch 0003/0005] 0800/4800, lr:1.0e-04 ∣ avg_100 : 7.536705 ∣ l2loss : 7.306397 ∣ 
[  epoch 0003/0005] 0810/4800, lr:1.0e-04 ∣ avg_100 : 7.535864 ∣ l2loss : 7.439829 ∣ 
[  epoch 0003/0005] 0820/4800, lr:1.0e-04 ∣ avg_100 : 7.527350 ∣ l2loss : 6.798518 ∣ 
[  epoch 0003/0005] 0830/4800, lr:1.0e-04 ∣ avg_100 : 7.523381 ∣ l2loss : 7.428291 ∣ 
[  epoch 0003/0005] 0840/4800, lr:1.0e-04 ∣ avg_100 : 7.517133 ∣ l2loss : 7.182327 ∣ 
[  epoch 0003/0005] 0850/4800, lr:1.0e-04 ∣ avg_100 : 7.511310 ∣ l2loss : 7.022932 ∣ 
[  epoch 0003/0005] 0860/4800, lr:1.0e-04 ∣ avg_100 : 7.511734 ∣ l2loss : 7.590967 ∣ 
[  epoch 0003/0005] 0870/4800, lr:1.0e-04 ∣ avg_100 : 7.511492 ∣ l2loss : 7.465563 ∣ 
[  epoch 0003/0005] 0880/4800, lr:1.0e-04 ∣ avg_100 : 7.510540 ∣ l2loss : 7.377769 ∣ 
[  epoch 0003/0005] 0890/4800, lr:1.0e-04 ∣ avg_100 : 7.507930 ∣ l2loss : 7.273667 ∣ 
[  epoch 0003/0005] 0900/4800, lr:1.0e-04 ∣ avg_100 : 7.508098 ∣ l2loss : 7.382846 ∣ 
[  epoch 0003/0005] 0910/4800, lr:1.0e-04 ∣ avg_100 : 7.504349 ∣ l2loss : 7.154734 ∣ 
[  epoch 0003/0005] 0920/4800, lr:1.0e-04 ∣ avg_100 : 7.497404 ∣ l2loss : 7.120474 ∣ 
[  epoch 0003/0005] 0930/4800, lr:1.0e-04 ∣ avg_100 : 7.491718 ∣ l2loss : 7.289038 ∣ 
[  epoch 0003/0005] 0940/4800, lr:1.0e-04 ∣ avg_100 : 7.486270 ∣ l2loss : 7.145890 ∣ 
[  epoch 0003/0005] 0950/4800, lr:1.0e-04 ∣ avg_100 : 7.481873 ∣ l2loss : 6.987452 ∣ 
[  epoch 0003/0005] 0960/4800, lr:1.0e-04 ∣ avg_100 : 7.478327 ∣ l2loss : 7.127040 ∣ 
[  epoch 0003/0005] 0970/4800, lr:1.0e-04 ∣ avg_100 : 7.470092 ∣ l2loss : 7.066444 ∣ 
[  epoch 0003/0005] 0980/4800, lr:1.0e-04 ∣ avg_100 : 7.464091 ∣ l2loss : 7.304605 ∣ 
[  epoch 0003/0005] 0990/4800, lr:1.0e-04 ∣ avg_100 : 7.457462 ∣ l2loss : 7.169763 ∣ 
[  epoch 0003/0005] 1000/4800, lr:1.0e-04 ∣ avg_100 : 7.449213 ∣ l2loss : 6.770257 ∣ 
[  epoch 0003/0005] 1010/4800, lr:1.0e-04 ∣ avg_100 : 7.443077 ∣ l2loss : 7.084283 ∣ 
[  epoch 0003/0005] 1020/4800, lr:1.0e-04 ∣ avg_100 : 7.435237 ∣ l2loss : 7.117905 ∣ 
[  epoch 0003/0005] 1030/4800, lr:1.0e-04 ∣ avg_100 : 7.426369 ∣ l2loss : 7.272925 ∣ 
[  epoch 0003/0005] 1040/4800, lr:1.0e-04 ∣ avg_100 : 7.419414 ∣ l2loss : 7.059842 ∣ 
[  epoch 0003/0005] 1050/4800, lr:1.0e-04 ∣ avg_100 : 7.408897 ∣ l2loss : 6.973167 ∣ 
[  epoch 0003/0005] 1060/4800, lr:1.0e-04 ∣ avg_100 : 7.396315 ∣ l2loss : 6.885530 ∣ 
[  epoch 0003/0005] 1070/4800, lr:1.0e-04 ∣ avg_100 : 7.387120 ∣ l2loss : 6.982059 ∣ 
[  epoch 0003/0005] 1080/4800, lr:1.0e-04 ∣ avg_100 : 7.380889 ∣ l2loss : 6.869722 ∣ 
[  epoch 0003/0005] 1090/4800, lr:1.0e-04 ∣ avg_100 : 7.368117 ∣ l2loss : 6.960814 ∣ 
[  epoch 0003/0005] 1100/4800, lr:1.0e-04 ∣ avg_100 : 7.366759 ∣ l2loss : 7.199934 ∣ 
[  epoch 0003/0005] 1110/4800, lr:1.0e-04 ∣ avg_100 : 7.359176 ∣ l2loss : 7.188451 ∣ 
[  epoch 0003/0005] 1120/4800, lr:1.0e-04 ∣ avg_100 : 7.353507 ∣ l2loss : 6.933865 ∣ 
[  epoch 0003/0005] 1130/4800, lr:1.0e-04 ∣ avg_100 : 7.346367 ∣ l2loss : 6.908754 ∣ 
[  epoch 0003/0005] 1140/4800, lr:1.0e-04 ∣ avg_100 : 7.340044 ∣ l2loss : 6.876757 ∣ 
[  epoch 0003/0005] 1150/4800, lr:1.0e-04 ∣ avg_100 : 7.335196 ∣ l2loss : 6.883466 ∣ 
[  epoch 0003/0005] 1160/4800, lr:1.0e-04 ∣ avg_100 : 7.326882 ∣ l2loss : 6.927545 ∣ 
[  epoch 0003/0005] 1170/4800, lr:1.0e-04 ∣ avg_100 : 7.315798 ∣ l2loss : 6.690552 ∣ 
[  epoch 0003/0005] 1180/4800, lr:1.0e-04 ∣ avg_100 : 7.306573 ∣ l2loss : 6.804520 ∣ 
[  epoch 0003/0005] 1190/4800, lr:1.0e-04 ∣ avg_100 : 7.299573 ∣ l2loss : 7.184673 ∣ 
[  epoch 0003/0005] 1200/4800, lr:1.0e-04 ∣ avg_100 : 7.292848 ∣ l2loss : 7.211113 ∣ 
[  epoch 0003/0005] 1210/4800, lr:1.0e-04 ∣ avg_100 : 7.285200 ∣ l2loss : 6.932894 ∣ 
[  epoch 0003/0005] 1220/4800, lr:1.0e-04 ∣ avg_100 : 7.281085 ∣ l2loss : 7.026669 ∣ 
[  epoch 0003/0005] 1230/4800, lr:1.0e-04 ∣ avg_100 : 7.272873 ∣ l2loss : 6.937150 ∣ 
[  epoch 0003/0005] 1240/4800, lr:1.0e-04 ∣ avg_100 : 7.262403 ∣ l2loss : 6.915651 ∣ 
[  epoch 0003/0005] 1250/4800, lr:1.0e-04 ∣ avg_100 : 7.255495 ∣ l2loss : 7.075074 ∣ 
[  epoch 0003/0005] 1260/4800, lr:1.0e-04 ∣ avg_100 : 7.249014 ∣ l2loss : 7.032751 ∣ 
[  epoch 0003/0005] 1270/4800, lr:1.0e-04 ∣ avg_100 : 7.240274 ∣ l2loss : 6.988248 ∣ 
[  epoch 0003/0005] 1280/4800, lr:1.0e-04 ∣ avg_100 : 7.231422 ∣ l2loss : 6.937992 ∣ 
[  epoch 0003/0005] 1290/4800, lr:1.0e-04 ∣ avg_100 : 7.220639 ∣ l2loss : 7.054075 ∣ 
[  epoch 0003/0005] 1300/4800, lr:1.0e-04 ∣ avg_100 : 7.214382 ∣ l2loss : 6.811569 ∣ 
[  epoch 0003/0005] 1310/4800, lr:1.0e-04 ∣ avg_100 : 7.212287 ∣ l2loss : 7.087867 ∣ 
[  epoch 0003/0005] 1320/4800, lr:1.0e-04 ∣ avg_100 : 7.209622 ∣ l2loss : 7.160794 ∣ 
[  epoch 0003/0005] 1330/4800, lr:1.0e-04 ∣ avg_100 : 7.204742 ∣ l2loss : 6.800939 ∣ 
[  epoch 0003/0005] 1340/4800, lr:1.0e-04 ∣ avg_100 : 7.195318 ∣ l2loss : 6.887479 ∣ 
[  epoch 0003/0005] 1350/4800, lr:1.0e-04 ∣ avg_100 : 7.186140 ∣ l2loss : 6.755905 ∣ 
[  epoch 0003/0005] 1360/4800, lr:1.0e-04 ∣ avg_100 : 7.186651 ∣ l2loss : 7.554199 ∣ 
[  epoch 0003/0005] 1370/4800, lr:1.0e-04 ∣ avg_100 : 7.185898 ∣ l2loss : 7.703519 ∣ 
[  epoch 0003/0005] 1380/4800, lr:1.0e-04 ∣ avg_100 : 7.188803 ∣ l2loss : 7.380760 ∣ 
[  epoch 0003/0005] 1390/4800, lr:1.0e-04 ∣ avg_100 : 7.189028 ∣ l2loss : 7.492108 ∣ 
[  epoch 0003/0005] 1400/4800, lr:1.0e-04 ∣ avg_100 : 7.188090 ∣ l2loss : 7.225745 ∣ 
[  epoch 0003/0005] 1410/4800, lr:1.0e-04 ∣ avg_100 : 7.188376 ∣ l2loss : 7.012619 ∣ 
[  epoch 0003/0005] 1420/4800, lr:1.0e-04 ∣ avg_100 : 7.182913 ∣ l2loss : 6.892610 ∣ 
[  epoch 0003/0005] 1430/4800, lr:1.0e-04 ∣ avg_100 : 7.173979 ∣ l2loss : 6.682076 ∣ 
[  epoch 0003/0005] 1440/4800, lr:1.0e-04 ∣ avg_100 : 7.173605 ∣ l2loss : 7.184123 ∣ 
[  epoch 0003/0005] 1450/4800, lr:1.0e-04 ∣ avg_100 : 7.173045 ∣ l2loss : 7.079817 ∣ 
[  epoch 0003/0005] 1460/4800, lr:1.0e-04 ∣ avg_100 : 7.165489 ∣ l2loss : 6.906197 ∣ 
[  epoch 0003/0005] 1470/4800, lr:1.0e-04 ∣ avg_100 : 7.163845 ∣ l2loss : 7.272049 ∣ 
[  epoch 0003/0005] 1480/4800, lr:1.0e-04 ∣ avg_100 : 7.158947 ∣ l2loss : 7.090778 ∣ 
[  epoch 0003/0005] 1490/4800, lr:1.0e-04 ∣ avg_100 : 7.152850 ∣ l2loss : 6.839655 ∣ 
[  epoch 0003/0005] 1500/4800, lr:1.0e-04 ∣ avg_100 : 7.146516 ∣ l2loss : 6.754973 ∣ 
[  epoch 0003/0005] 1510/4800, lr:1.0e-04 ∣ avg_100 : 7.141177 ∣ l2loss : 6.862766 ∣ 
[  epoch 0003/0005] 1520/4800, lr:1.0e-04 ∣ avg_100 : 7.137944 ∣ l2loss : 6.952406 ∣ 
[  epoch 0003/0005] 1530/4800, lr:1.0e-04 ∣ avg_100 : 7.134714 ∣ l2loss : 7.276737 ∣ 
[  epoch 0003/0005] 1540/4800, lr:1.0e-04 ∣ avg_100 : 7.126279 ∣ l2loss : 6.505883 ∣ 
[  epoch 0003/0005] 1550/4800, lr:1.0e-04 ∣ avg_100 : 7.122825 ∣ l2loss : 6.905796 ∣ 
[  epoch 0003/0005] 1560/4800, lr:1.0e-04 ∣ avg_100 : 7.114761 ∣ l2loss : 6.822034 ∣ 
[  epoch 0003/0005] 1570/4800, lr:1.0e-04 ∣ avg_100 : 7.106003 ∣ l2loss : 6.515042 ∣ 
[  epoch 0003/0005] 1580/4800, lr:1.0e-04 ∣ avg_100 : 7.094571 ∣ l2loss : 6.590756 ∣ 
[  epoch 0003/0005] 1590/4800, lr:1.0e-04 ∣ avg_100 : 7.087126 ∣ l2loss : 6.754930 ∣ 
[  epoch 0003/0005] 1600/4800, lr:1.0e-04 ∣ avg_100 : 7.074439 ∣ l2loss : 6.529281 ∣ 
[  epoch 0003/0005] 1610/4800, lr:1.0e-04 ∣ avg_100 : 7.071278 ∣ l2loss : 6.885460 ∣ 
[  epoch 0003/0005] 1620/4800, lr:1.0e-04 ∣ avg_100 : 7.067416 ∣ l2loss : 6.924330 ∣ 
[  epoch 0003/0005] 1630/4800, lr:1.0e-04 ∣ avg_100 : 7.060406 ∣ l2loss : 6.722718 ∣ 
[  epoch 0003/0005] 1640/4800, lr:1.0e-04 ∣ avg_100 : 7.057506 ∣ l2loss : 6.840249 ∣ 
[  epoch 0003/0005] 1650/4800, lr:1.0e-04 ∣ avg_100 : 7.051885 ∣ l2loss : 6.576739 ∣ 
[  epoch 0003/0005] 1660/4800, lr:1.0e-04 ∣ avg_100 : 7.045405 ∣ l2loss : 6.658650 ∣ 
[  epoch 0003/0005] 1670/4800, lr:1.0e-04 ∣ avg_100 : 7.038270 ∣ l2loss : 6.574785 ∣ 
[  epoch 0003/0005] 1680/4800, lr:1.0e-04 ∣ avg_100 : 7.032342 ∣ l2loss : 6.467990 ∣ 
[  epoch 0003/0005] 1690/4800, lr:1.0e-04 ∣ avg_100 : 7.026003 ∣ l2loss : 6.769688 ∣ 
[  epoch 0003/0005] 1700/4800, lr:1.0e-04 ∣ avg_100 : 7.016663 ∣ l2loss : 6.635065 ∣ 
[  epoch 0003/0005] 1710/4800, lr:1.0e-04 ∣ avg_100 : 7.013276 ∣ l2loss : 6.801836 ∣ 
[  epoch 0003/0005] 1720/4800, lr:1.0e-04 ∣ avg_100 : 7.015061 ∣ l2loss : 7.077286 ∣ 
[  epoch 0003/0005] 1730/4800, lr:1.0e-04 ∣ avg_100 : 7.010904 ∣ l2loss : 6.723516 ∣ 
[  epoch 0003/0005] 1740/4800, lr:1.0e-04 ∣ avg_100 : 7.007845 ∣ l2loss : 6.656656 ∣ 
[  epoch 0003/0005] 1750/4800, lr:1.0e-04 ∣ avg_100 : 7.000800 ∣ l2loss : 6.517167 ∣ 
[  epoch 0003/0005] 1760/4800, lr:1.0e-04 ∣ avg_100 : 6.997191 ∣ l2loss : 6.827452 ∣ 
[  epoch 0003/0005] 1770/4800, lr:1.0e-04 ∣ avg_100 : 6.997033 ∣ l2loss : 6.896012 ∣ 
[  epoch 0003/0005] 1780/4800, lr:1.0e-04 ∣ avg_100 : 6.986292 ∣ l2loss : 6.472150 ∣ 
[  epoch 0003/0005] 1790/4800, lr:1.0e-04 ∣ avg_100 : 6.980945 ∣ l2loss : 6.454169 ∣ 
[  epoch 0003/0005] 1800/4800, lr:1.0e-04 ∣ avg_100 : 6.977927 ∣ l2loss : 7.004580 ∣ 
[  epoch 0003/0005] 1810/4800, lr:1.0e-04 ∣ avg_100 : 6.968764 ∣ l2loss : 6.523493 ∣ 
[  epoch 0003/0005] 1820/4800, lr:1.0e-04 ∣ avg_100 : 6.966828 ∣ l2loss : 6.605003 ∣ 
[  epoch 0003/0005] 1830/4800, lr:1.0e-04 ∣ avg_100 : 6.957917 ∣ l2loss : 6.537153 ∣ 
[  epoch 0003/0005] 1840/4800, lr:1.0e-04 ∣ avg_100 : 6.951193 ∣ l2loss : 6.509968 ∣ 
[  epoch 0003/0005] 1850/4800, lr:1.0e-04 ∣ avg_100 : 6.945827 ∣ l2loss : 6.486322 ∣ 
[  epoch 0003/0005] 1860/4800, lr:1.0e-04 ∣ avg_100 : 6.934840 ∣ l2loss : 6.492199 ∣ 
[  epoch 0003/0005] 1870/4800, lr:1.0e-04 ∣ avg_100 : 6.927943 ∣ l2loss : 6.775936 ∣ 
[  epoch 0003/0005] 1880/4800, lr:1.0e-04 ∣ avg_100 : 6.918668 ∣ l2loss : 6.450192 ∣ 
[  epoch 0003/0005] 1890/4800, lr:1.0e-04 ∣ avg_100 : 6.910704 ∣ l2loss : 6.477332 ∣ 
[  epoch 0003/0005] 1900/4800, lr:1.0e-04 ∣ avg_100 : 6.903753 ∣ l2loss : 6.687702 ∣ 
[  epoch 0003/0005] 1910/4800, lr:1.0e-04 ∣ avg_100 : 6.897080 ∣ l2loss : 6.487425 ∣ 
[  epoch 0003/0005] 1920/4800, lr:1.0e-04 ∣ avg_100 : 6.889285 ∣ l2loss : 6.340994 ∣ 
[  epoch 0003/0005] 1930/4800, lr:1.0e-04 ∣ avg_100 : 6.880638 ∣ l2loss : 6.424321 ∣ 
[  epoch 0003/0005] 1940/4800, lr:1.0e-04 ∣ avg_100 : 6.875350 ∣ l2loss : 6.617143 ∣ 
[  epoch 0003/0005] 1950/4800, lr:1.0e-04 ∣ avg_100 : 6.872471 ∣ l2loss : 6.699480 ∣ 
[  epoch 0003/0005] 1960/4800, lr:1.0e-04 ∣ avg_100 : 6.866436 ∣ l2loss : 6.523612 ∣ 
[  epoch 0003/0005] 1970/4800, lr:1.0e-04 ∣ avg_100 : 6.860870 ∣ l2loss : 6.509821 ∣ 
[  epoch 0003/0005] 1980/4800, lr:1.0e-04 ∣ avg_100 : 6.854856 ∣ l2loss : 6.703218 ∣ 
[  epoch 0003/0005] 1990/4800, lr:1.0e-04 ∣ avg_100 : 6.847967 ∣ l2loss : 6.480814 ∣ 
[  epoch 0003/0005] 2000/4800, lr:1.0e-04 ∣ avg_100 : 6.845491 ∣ l2loss : 6.522647 ∣ 
[  epoch 0003/0005] 2010/4800, lr:1.0e-04 ∣ avg_100 : 6.837863 ∣ l2loss : 6.321522 ∣ 
[  epoch 0003/0005] 2020/4800, lr:1.0e-04 ∣ avg_100 : 6.830936 ∣ l2loss : 6.425161 ∣ 
[  epoch 0003/0005] 2030/4800, lr:1.0e-04 ∣ avg_100 : 6.822228 ∣ l2loss : 6.402158 ∣ 
[  epoch 0003/0005] 2040/4800, lr:1.0e-04 ∣ avg_100 : 6.817716 ∣ l2loss : 6.608677 ∣ 
[  epoch 0003/0005] 2050/4800, lr:1.0e-04 ∣ avg_100 : 6.812727 ∣ l2loss : 6.474253 ∣ 
[  epoch 0003/0005] 2060/4800, lr:1.0e-04 ∣ avg_100 : 6.804982 ∣ l2loss : 6.111018 ∣ 
[  epoch 0003/0005] 2070/4800, lr:1.0e-04 ∣ avg_100 : 6.799951 ∣ l2loss : 6.478978 ∣ 
[  epoch 0003/0005] 2080/4800, lr:1.0e-04 ∣ avg_100 : 6.798614 ∣ l2loss : 6.735948 ∣ 
[  epoch 0003/0005] 2090/4800, lr:1.0e-04 ∣ avg_100 : 6.792822 ∣ l2loss : 6.381616 ∣ 
[  epoch 0003/0005] 2100/4800, lr:1.0e-04 ∣ avg_100 : 6.783311 ∣ l2loss : 6.248868 ∣ 
[  epoch 0003/0005] 2110/4800, lr:1.0e-04 ∣ avg_100 : 6.773220 ∣ l2loss : 6.179365 ∣ 
[  epoch 0003/0005] 2120/4800, lr:1.0e-04 ∣ avg_100 : 6.768394 ∣ l2loss : 6.451299 ∣ 
[  epoch 0003/0005] 2130/4800, lr:1.0e-04 ∣ avg_100 : 6.764690 ∣ l2loss : 6.538296 ∣ 
[  epoch 0003/0005] 2140/4800, lr:1.0e-04 ∣ avg_100 : 6.760157 ∣ l2loss : 6.423467 ∣ 
[  epoch 0003/0005] 2150/4800, lr:1.0e-04 ∣ avg_100 : 6.755375 ∣ l2loss : 6.405303 ∣ 
[  epoch 0003/0005] 2160/4800, lr:1.0e-04 ∣ avg_100 : 6.752818 ∣ l2loss : 6.671821 ∣ 
[  epoch 0003/0005] 2170/4800, lr:1.0e-04 ∣ avg_100 : 6.748142 ∣ l2loss : 6.222993 ∣ 
[  epoch 0003/0005] 2180/4800, lr:1.0e-04 ∣ avg_100 : 6.742699 ∣ l2loss : 6.260213 ∣ 
[  epoch 0003/0005] 2190/4800, lr:1.0e-04 ∣ avg_100 : 6.731623 ∣ l2loss : 6.077082 ∣ 
[  epoch 0003/0005] 2200/4800, lr:1.0e-04 ∣ avg_100 : 6.725854 ∣ l2loss : 6.634214 ∣ 
[  epoch 0003/0005] 2210/4800, lr:1.0e-04 ∣ avg_100 : 6.716261 ∣ l2loss : 5.973502 ∣ 
[  epoch 0003/0005] 2220/4800, lr:1.0e-04 ∣ avg_100 : 6.707582 ∣ l2loss : 6.158785 ∣ 
[  epoch 0003/0005] 2230/4800, lr:1.0e-04 ∣ avg_100 : 6.702084 ∣ l2loss : 6.387410 ∣ 
[  epoch 0003/0005] 2240/4800, lr:1.0e-04 ∣ avg_100 : 6.693716 ∣ l2loss : 6.078853 ∣ 
[  epoch 0003/0005] 2250/4800, lr:1.0e-04 ∣ avg_100 : 6.686328 ∣ l2loss : 6.336273 ∣ 
[  epoch 0003/0005] 2260/4800, lr:1.0e-04 ∣ avg_100 : 6.679437 ∣ l2loss : 6.343647 ∣ 
[  epoch 0003/0005] 2270/4800, lr:1.0e-04 ∣ avg_100 : 6.672689 ∣ l2loss : 6.313411 ∣ 
[  epoch 0003/0005] 2280/4800, lr:1.0e-04 ∣ avg_100 : 6.664121 ∣ l2loss : 6.081197 ∣ 
[  epoch 0003/0005] 2290/4800, lr:1.0e-04 ∣ avg_100 : 6.658205 ∣ l2loss : 6.462493 ∣ 
[  epoch 0003/0005] 2300/4800, lr:1.0e-04 ∣ avg_100 : 6.650747 ∣ l2loss : 6.065761 ∣ 
[  epoch 0003/0005] 2310/4800, lr:1.0e-04 ∣ avg_100 : 6.641421 ∣ l2loss : 6.155286 ∣ 
[  epoch 0003/0005] 2320/4800, lr:1.0e-04 ∣ avg_100 : 6.629171 ∣ l2loss : 5.935756 ∣ 
[  epoch 0003/0005] 2330/4800, lr:1.0e-04 ∣ avg_100 : 6.622684 ∣ l2loss : 6.152297 ∣ 
[  epoch 0003/0005] 2340/4800, lr:1.0e-04 ∣ avg_100 : 6.612505 ∣ l2loss : 5.869562 ∣ 
[  epoch 0003/0005] 2350/4800, lr:1.0e-04 ∣ avg_100 : 6.605856 ∣ l2loss : 6.090997 ∣ 
[  epoch 0003/0005] 2360/4800, lr:1.0e-04 ∣ avg_100 : 6.594674 ∣ l2loss : 6.436000 ∣ 
[  epoch 0003/0005] 2370/4800, lr:1.0e-04 ∣ avg_100 : 6.579643 ∣ l2loss : 6.200392 ∣ 
[  epoch 0003/0005] 2380/4800, lr:1.0e-04 ∣ avg_100 : 6.567477 ∣ l2loss : 6.164147 ∣ 
[  epoch 0003/0005] 2390/4800, lr:1.0e-04 ∣ avg_100 : 6.553012 ∣ l2loss : 6.045642 ∣ 
[  epoch 0003/0005] 2400/4800, lr:1.0e-04 ∣ avg_100 : 6.542784 ∣ l2loss : 6.202926 ∣ 
[  epoch 0003/0005] 2410/4800, lr:1.0e-04 ∣ avg_100 : 6.534942 ∣ l2loss : 6.228414 ∣ 
[  epoch 0003/0005] 2420/4800, lr:1.0e-04 ∣ avg_100 : 6.533114 ∣ l2loss : 6.709814 ∣ 
[  epoch 0003/0005] 2430/4800, lr:1.0e-04 ∣ avg_100 : 6.536750 ∣ l2loss : 7.045664 ∣ 
[  epoch 0003/0005] 2440/4800, lr:1.0e-04 ∣ avg_100 : 6.532897 ∣ l2loss : 6.798874 ∣ 
[  epoch 0003/0005] 2450/4800, lr:1.0e-04 ∣ avg_100 : 6.529468 ∣ l2loss : 6.736872 ∣ 
[  epoch 0003/0005] 2460/4800, lr:1.0e-04 ∣ avg_100 : 6.522468 ∣ l2loss : 6.206240 ∣ 
[  epoch 0003/0005] 2470/4800, lr:1.0e-04 ∣ avg_100 : 6.512496 ∣ l2loss : 6.274861 ∣ 
[  epoch 0003/0005] 2480/4800, lr:1.0e-04 ∣ avg_100 : 6.502891 ∣ l2loss : 6.130198 ∣ 
[  epoch 0003/0005] 2490/4800, lr:1.0e-04 ∣ avg_100 : 6.496364 ∣ l2loss : 6.186947 ∣ 
[  epoch 0003/0005] 2500/4800, lr:1.0e-04 ∣ avg_100 : 6.490296 ∣ l2loss : 6.148199 ∣ 
[  epoch 0003/0005] 2510/4800, lr:1.0e-04 ∣ avg_100 : 6.483551 ∣ l2loss : 6.188317 ∣ 
[  epoch 0003/0005] 2520/4800, lr:1.0e-04 ∣ avg_100 : 6.475287 ∣ l2loss : 6.125925 ∣ 
[  epoch 0003/0005] 2530/4800, lr:1.0e-04 ∣ avg_100 : 6.463669 ∣ l2loss : 6.114956 ∣ 
[  epoch 0003/0005] 2540/4800, lr:1.0e-04 ∣ avg_100 : 6.464446 ∣ l2loss : 6.583568 ∣ 
[  epoch 0003/0005] 2550/4800, lr:1.0e-04 ∣ avg_100 : 6.455998 ∣ l2loss : 6.061016 ∣ 
[  epoch 0003/0005] 2560/4800, lr:1.0e-04 ∣ avg_100 : 6.450395 ∣ l2loss : 6.261737 ∣ 
[  epoch 0003/0005] 2570/4800, lr:1.0e-04 ∣ avg_100 : 6.444275 ∣ l2loss : 5.903054 ∣ 
[  epoch 0003/0005] 2580/4800, lr:1.0e-04 ∣ avg_100 : 6.439468 ∣ l2loss : 6.110068 ∣ 
[  epoch 0003/0005] 2590/4800, lr:1.0e-04 ∣ avg_100 : 6.433498 ∣ l2loss : 6.157909 ∣ 
[  epoch 0003/0005] 2600/4800, lr:1.0e-04 ∣ avg_100 : 6.427766 ∣ l2loss : 5.956082 ∣ 
[  epoch 0003/0005] 2610/4800, lr:1.0e-04 ∣ avg_100 : 6.418575 ∣ l2loss : 5.966350 ∣ 
[  epoch 0003/0005] 2620/4800, lr:1.0e-04 ∣ avg_100 : 6.408554 ∣ l2loss : 5.922226 ∣ 
[  epoch 0003/0005] 2630/4800, lr:1.0e-04 ∣ avg_100 : 6.398466 ∣ l2loss : 5.713995 ∣ 
[  epoch 0003/0005] 2640/4800, lr:1.0e-04 ∣ avg_100 : 6.390046 ∣ l2loss : 5.998225 ∣ 
[  epoch 0003/0005] 2650/4800, lr:1.0e-04 ∣ avg_100 : 6.383436 ∣ l2loss : 5.915758 ∣ 
[  epoch 0003/0005] 2660/4800, lr:1.0e-04 ∣ avg_100 : 6.373942 ∣ l2loss : 5.709174 ∣ 
[  epoch 0003/0005] 2670/4800, lr:1.0e-04 ∣ avg_100 : 6.367410 ∣ l2loss : 5.921587 ∣ 
[  epoch 0003/0005] 2680/4800, lr:1.0e-04 ∣ avg_100 : 6.364263 ∣ l2loss : 6.153356 ∣ 
[  epoch 0003/0005] 2690/4800, lr:1.0e-04 ∣ avg_100 : 6.357812 ∣ l2loss : 6.124597 ∣ 
[  epoch 0003/0005] 2700/4800, lr:1.0e-04 ∣ avg_100 : 6.351427 ∣ l2loss : 5.996534 ∣ 
[  epoch 0003/0005] 2710/4800, lr:1.0e-04 ∣ avg_100 : 6.342368 ∣ l2loss : 5.895899 ∣ 
[  epoch 0003/0005] 2720/4800, lr:1.0e-04 ∣ avg_100 : 6.328090 ∣ l2loss : 5.649548 ∣ 
[  epoch 0003/0005] 2730/4800, lr:1.0e-04 ∣ avg_100 : 6.318595 ∣ l2loss : 5.773943 ∣ 
[  epoch 0003/0005] 2740/4800, lr:1.0e-04 ∣ avg_100 : 6.311022 ∣ l2loss : 5.899404 ∣ 
[  epoch 0003/0005] 2750/4800, lr:1.0e-04 ∣ avg_100 : 6.303144 ∣ l2loss : 5.729373 ∣ 
[  epoch 0003/0005] 2760/4800, lr:1.0e-04 ∣ avg_100 : 6.293625 ∣ l2loss : 5.875560 ∣ 
[  epoch 0003/0005] 2770/4800, lr:1.0e-04 ∣ avg_100 : 6.284091 ∣ l2loss : 5.942544 ∣ 
[  epoch 0003/0005] 2780/4800, lr:1.0e-04 ∣ avg_100 : 6.277509 ∣ l2loss : 5.813985 ∣ 
[  epoch 0003/0005] 2790/4800, lr:1.0e-04 ∣ avg_100 : 6.270722 ∣ l2loss : 5.775475 ∣ 
[  epoch 0003/0005] 2800/4800, lr:1.0e-04 ∣ avg_100 : 6.261594 ∣ l2loss : 6.091768 ∣ 
[  epoch 0003/0005] 2810/4800, lr:1.0e-04 ∣ avg_100 : 6.254074 ∣ l2loss : 5.771508 ∣ 
[  epoch 0003/0005] 2820/4800, lr:1.0e-04 ∣ avg_100 : 6.245115 ∣ l2loss : 5.709154 ∣ 
[  epoch 0003/0005] 2830/4800, lr:1.0e-04 ∣ avg_100 : 6.238010 ∣ l2loss : 5.826578 ∣ 
[  epoch 0003/0005] 2840/4800, lr:1.0e-04 ∣ avg_100 : 6.233908 ∣ l2loss : 6.099827 ∣ 
[  epoch 0003/0005] 2850/4800, lr:1.0e-04 ∣ avg_100 : 6.227043 ∣ l2loss : 5.799755 ∣ 
[  epoch 0003/0005] 2860/4800, lr:1.0e-04 ∣ avg_100 : 6.221621 ∣ l2loss : 5.950079 ∣ 
[  epoch 0003/0005] 2870/4800, lr:1.0e-04 ∣ avg_100 : 6.213045 ∣ l2loss : 5.918250 ∣ 
[  epoch 0003/0005] 2880/4800, lr:1.0e-04 ∣ avg_100 : 6.206285 ∣ l2loss : 5.774260 ∣ 
[  epoch 0003/0005] 2890/4800, lr:1.0e-04 ∣ avg_100 : 6.201604 ∣ l2loss : 6.009170 ∣ 
[  epoch 0003/0005] 2900/4800, lr:1.0e-04 ∣ avg_100 : 6.190713 ∣ l2loss : 5.598671 ∣ 
[  epoch 0003/0005] 2910/4800, lr:1.0e-04 ∣ avg_100 : 6.180878 ∣ l2loss : 5.503865 ∣ 
[  epoch 0003/0005] 2920/4800, lr:1.0e-04 ∣ avg_100 : 6.179049 ∣ l2loss : 6.158137 ∣ 
[  epoch 0003/0005] 2930/4800, lr:1.0e-04 ∣ avg_100 : 6.175179 ∣ l2loss : 6.037357 ∣ 
[  epoch 0003/0005] 2940/4800, lr:1.0e-04 ∣ avg_100 : 6.164197 ∣ l2loss : 5.518935 ∣ 
[  epoch 0003/0005] 2950/4800, lr:1.0e-04 ∣ avg_100 : 6.153932 ∣ l2loss : 5.672908 ∣ 
[  epoch 0003/0005] 2960/4800, lr:1.0e-04 ∣ avg_100 : 6.145027 ∣ l2loss : 5.633108 ∣ 
[  epoch 0003/0005] 2970/4800, lr:1.0e-04 ∣ avg_100 : 6.135401 ∣ l2loss : 5.547220 ∣ 
[  epoch 0003/0005] 2980/4800, lr:1.0e-04 ∣ avg_100 : 6.125436 ∣ l2loss : 5.706794 ∣ 
[  epoch 0003/0005] 2990/4800, lr:1.0e-04 ∣ avg_100 : 6.118477 ∣ l2loss : 5.784849 ∣ 
[  epoch 0003/0005] 3000/4800, lr:1.0e-04 ∣ avg_100 : 6.113907 ∣ l2loss : 6.065717 ∣ 
[  epoch 0003/0005] 3010/4800, lr:1.0e-04 ∣ avg_100 : 6.104711 ∣ l2loss : 5.401865 ∣ 
[  epoch 0003/0005] 3020/4800, lr:1.0e-04 ∣ avg_100 : 6.100278 ∣ l2loss : 5.981868 ∣ 
[  epoch 0003/0005] 3030/4800, lr:1.0e-04 ∣ avg_100 : 6.091861 ∣ l2loss : 5.560481 ∣ 
[  epoch 0003/0005] 3040/4800, lr:1.0e-04 ∣ avg_100 : 6.080959 ∣ l2loss : 5.518432 ∣ 
[  epoch 0003/0005] 3050/4800, lr:1.0e-04 ∣ avg_100 : 6.071669 ∣ l2loss : 5.545261 ∣ 
[  epoch 0003/0005] 3060/4800, lr:1.0e-04 ∣ avg_100 : 6.065120 ∣ l2loss : 5.456148 ∣ 
[  epoch 0003/0005] 3070/4800, lr:1.0e-04 ∣ avg_100 : 6.055337 ∣ l2loss : 5.500688 ∣ 
[  epoch 0003/0005] 3080/4800, lr:1.0e-04 ∣ avg_100 : 6.046809 ∣ l2loss : 5.883158 ∣ 
[  epoch 0003/0005] 3090/4800, lr:1.0e-04 ∣ avg_100 : 6.039154 ∣ l2loss : 5.616061 ∣ 
[  epoch 0003/0005] 3100/4800, lr:1.0e-04 ∣ avg_100 : 6.031863 ∣ l2loss : 5.519780 ∣ 
[  epoch 0003/0005] 3110/4800, lr:1.0e-04 ∣ avg_100 : 6.027702 ∣ l2loss : 5.763247 ∣ 
[  epoch 0003/0005] 3120/4800, lr:1.0e-04 ∣ avg_100 : 6.017578 ∣ l2loss : 5.438914 ∣ 
[  epoch 0003/0005] 3130/4800, lr:1.0e-04 ∣ avg_100 : 6.002909 ∣ l2loss : 5.071454 ∣ 
[  epoch 0003/0005] 3140/4800, lr:1.0e-04 ∣ avg_100 : 5.994622 ∣ l2loss : 5.594768 ∣ 
[  epoch 0003/0005] 3150/4800, lr:1.0e-04 ∣ avg_100 : 5.985071 ∣ l2loss : 5.450158 ∣ 
[  epoch 0003/0005] 3160/4800, lr:1.0e-04 ∣ avg_100 : 5.972191 ∣ l2loss : 5.383816 ∣ 
[  epoch 0003/0005] 3170/4800, lr:1.0e-04 ∣ avg_100 : 5.966264 ∣ l2loss : 5.630274 ∣ 
[  epoch 0003/0005] 3180/4800, lr:1.0e-04 ∣ avg_100 : 5.956362 ∣ l2loss : 5.270036 ∣ 
[  epoch 0003/0005] 3190/4800, lr:1.0e-04 ∣ avg_100 : 5.950969 ∣ l2loss : 5.537737 ∣ 
[  epoch 0003/0005] 3200/4800, lr:1.0e-04 ∣ avg_100 : 5.939431 ∣ l2loss : 5.480435 ∣ 
[  epoch 0003/0005] 3210/4800, lr:1.0e-04 ∣ avg_100 : 5.935691 ∣ l2loss : 5.599562 ∣ 
[  epoch 0003/0005] 3220/4800, lr:1.0e-04 ∣ avg_100 : 5.929770 ∣ l2loss : 5.566648 ∣ 
[  epoch 0003/0005] 3230/4800, lr:1.0e-04 ∣ avg_100 : 5.918724 ∣ l2loss : 5.282775 ∣ 
[  epoch 0003/0005] 3240/4800, lr:1.0e-04 ∣ avg_100 : 5.912644 ∣ l2loss : 5.470851 ∣ 
[  epoch 0003/0005] 3250/4800, lr:1.0e-04 ∣ avg_100 : 5.903041 ∣ l2loss : 5.376014 ∣ 
[  epoch 0003/0005] 3260/4800, lr:1.0e-04 ∣ avg_100 : 5.893699 ∣ l2loss : 5.409401 ∣ 
[  epoch 0003/0005] 3270/4800, lr:1.0e-04 ∣ avg_100 : 5.885033 ∣ l2loss : 5.446905 ∣ 
[  epoch 0003/0005] 3280/4800, lr:1.0e-04 ∣ avg_100 : 5.877442 ∣ l2loss : 5.322015 ∣ 
[  epoch 0003/0005] 3290/4800, lr:1.0e-04 ∣ avg_100 : 5.868969 ∣ l2loss : 5.615255 ∣ 
[  epoch 0003/0005] 3300/4800, lr:1.0e-04 ∣ avg_100 : 5.863628 ∣ l2loss : 5.531668 ∣ 
[  epoch 0003/0005] 3310/4800, lr:1.0e-04 ∣ avg_100 : 5.856734 ∣ l2loss : 5.465848 ∣ 
[  epoch 0003/0005] 3320/4800, lr:1.0e-04 ∣ avg_100 : 5.851581 ∣ l2loss : 5.420462 ∣ 
[  epoch 0003/0005] 3330/4800, lr:1.0e-04 ∣ avg_100 : 5.843896 ∣ l2loss : 5.383833 ∣ 
[  epoch 0003/0005] 3340/4800, lr:1.0e-04 ∣ avg_100 : 5.841114 ∣ l2loss : 5.591309 ∣ 
[  epoch 0003/0005] 3350/4800, lr:1.0e-04 ∣ avg_100 : 5.832821 ∣ l2loss : 5.261739 ∣ 
[  epoch 0003/0005] 3360/4800, lr:1.0e-04 ∣ avg_100 : 5.822526 ∣ l2loss : 5.406457 ∣ 
[  epoch 0003/0005] 3370/4800, lr:1.0e-04 ∣ avg_100 : 5.812977 ∣ l2loss : 5.245485 ∣ 
[  epoch 0003/0005] 3380/4800, lr:1.0e-04 ∣ avg_100 : 5.801920 ∣ l2loss : 5.058432 ∣ 
[  epoch 0003/0005] 3390/4800, lr:1.0e-04 ∣ avg_100 : 5.795018 ∣ l2loss : 5.355494 ∣ 
[  epoch 0003/0005] 3400/4800, lr:1.0e-04 ∣ avg_100 : 5.786555 ∣ l2loss : 5.356659 ∣ 
[  epoch 0003/0005] 3410/4800, lr:1.0e-04 ∣ avg_100 : 5.776299 ∣ l2loss : 5.202764 ∣ 
[  epoch 0003/0005] 3420/4800, lr:1.0e-04 ∣ avg_100 : 5.763552 ∣ l2loss : 5.435079 ∣ 
[  epoch 0003/0005] 3430/4800, lr:1.0e-04 ∣ avg_100 : 5.743871 ∣ l2loss : 5.077552 ∣ 
[  epoch 0003/0005] 3440/4800, lr:1.0e-04 ∣ avg_100 : 5.729014 ∣ l2loss : 5.313259 ∣ 
[  epoch 0003/0005] 3450/4800, lr:1.0e-04 ∣ avg_100 : 5.714130 ∣ l2loss : 5.248477 ∣ 
[  epoch 0003/0005] 3460/4800, lr:1.0e-04 ∣ avg_100 : 5.709226 ∣ l2loss : 5.715761 ∣ 
[  epoch 0003/0005] 3470/4800, lr:1.0e-04 ∣ avg_100 : 5.698596 ∣ l2loss : 5.211884 ∣ 
[  epoch 0003/0005] 3480/4800, lr:1.0e-04 ∣ avg_100 : 5.689249 ∣ l2loss : 5.195494 ∣ 
[  epoch 0003/0005] 3490/4800, lr:1.0e-04 ∣ avg_100 : 5.678168 ∣ l2loss : 5.078851 ∣ 
[  epoch 0003/0005] 3500/4800, lr:1.0e-04 ∣ avg_100 : 5.669486 ∣ l2loss : 5.280036 ∣ 
[  epoch 0003/0005] 3510/4800, lr:1.0e-04 ∣ avg_100 : 5.658471 ∣ l2loss : 5.086755 ∣ 
[  epoch 0003/0005] 3520/4800, lr:1.0e-04 ∣ avg_100 : 5.649601 ∣ l2loss : 5.238932 ∣ 
[  epoch 0003/0005] 3530/4800, lr:1.0e-04 ∣ avg_100 : 5.641708 ∣ l2loss : 5.325650 ∣ 
[  epoch 0003/0005] 3540/4800, lr:1.0e-04 ∣ avg_100 : 5.629491 ∣ l2loss : 5.361940 ∣ 
[  epoch 0003/0005] 3550/4800, lr:1.0e-04 ∣ avg_100 : 5.619115 ∣ l2loss : 5.023402 ∣ 
[  epoch 0003/0005] 3560/4800, lr:1.0e-04 ∣ avg_100 : 5.609257 ∣ l2loss : 5.275895 ∣ 
[  epoch 0003/0005] 3570/4800, lr:1.0e-04 ∣ avg_100 : 5.600707 ∣ l2loss : 5.048111 ∣ 
[  epoch 0003/0005] 3580/4800, lr:1.0e-04 ∣ avg_100 : 5.592366 ∣ l2loss : 5.275974 ∣ 
[  epoch 0003/0005] 3590/4800, lr:1.0e-04 ∣ avg_100 : 5.582138 ∣ l2loss : 5.135047 ∣ 
[  epoch 0003/0005] 3600/4800, lr:1.0e-04 ∣ avg_100 : 5.571543 ∣ l2loss : 4.896613 ∣ 
[  epoch 0003/0005] 3610/4800, lr:1.0e-04 ∣ avg_100 : 5.564276 ∣ l2loss : 5.239622 ∣ 
[  epoch 0003/0005] 3620/4800, lr:1.0e-04 ∣ avg_100 : 5.553487 ∣ l2loss : 4.843360 ∣ 
[  epoch 0003/0005] 3630/4800, lr:1.0e-04 ∣ avg_100 : 5.546729 ∣ l2loss : 5.038138 ∣ 
[  epoch 0003/0005] 3640/4800, lr:1.0e-04 ∣ avg_100 : 5.536323 ∣ l2loss : 4.957680 ∣ 
[  epoch 0003/0005] 3650/4800, lr:1.0e-04 ∣ avg_100 : 5.530615 ∣ l2loss : 5.344972 ∣ 
[  epoch 0003/0005] 3660/4800, lr:1.0e-04 ∣ avg_100 : 5.527027 ∣ l2loss : 5.350393 ∣ 
[  epoch 0003/0005] 3670/4800, lr:1.0e-04 ∣ avg_100 : 5.520628 ∣ l2loss : 5.281618 ∣ 
[  epoch 0003/0005] 3680/4800, lr:1.0e-04 ∣ avg_100 : 5.510244 ∣ l2loss : 5.114953 ∣ 
[  epoch 0003/0005] 3690/4800, lr:1.0e-04 ∣ avg_100 : 5.499023 ∣ l2loss : 5.002507 ∣ 
[  epoch 0003/0005] 3700/4800, lr:1.0e-04 ∣ avg_100 : 5.492743 ∣ l2loss : 5.368499 ∣ 
[  epoch 0003/0005] 3710/4800, lr:1.0e-04 ∣ avg_100 : 5.484224 ∣ l2loss : 5.044082 ∣ 
[  epoch 0003/0005] 3720/4800, lr:1.0e-04 ∣ avg_100 : 5.479388 ∣ l2loss : 5.165962 ∣ 
[  epoch 0003/0005] 3730/4800, lr:1.0e-04 ∣ avg_100 : 5.470744 ∣ l2loss : 4.909473 ∣ 
[  epoch 0003/0005] 3740/4800, lr:1.0e-04 ∣ avg_100 : 5.464166 ∣ l2loss : 5.241670 ∣ 
[  epoch 0003/0005] 3750/4800, lr:1.0e-04 ∣ avg_100 : 5.455815 ∣ l2loss : 4.894200 ∣ 
[  epoch 0003/0005] 3760/4800, lr:1.0e-04 ∣ avg_100 : 5.446809 ∣ l2loss : 4.974972 ∣ 
[  epoch 0003/0005] 3770/4800, lr:1.0e-04 ∣ avg_100 : 5.438540 ∣ l2loss : 5.115681 ∣ 
[  epoch 0003/0005] 3780/4800, lr:1.0e-04 ∣ avg_100 : 5.432419 ∣ l2loss : 5.201864 ∣ 
[  epoch 0003/0005] 3790/4800, lr:1.0e-04 ∣ avg_100 : 5.425394 ∣ l2loss : 5.072955 ∣ 
[  epoch 0003/0005] 3800/4800, lr:1.0e-04 ∣ avg_100 : 5.412470 ∣ l2loss : 4.799369 ∣ 
[  epoch 0003/0005] 3810/4800, lr:1.0e-04 ∣ avg_100 : 5.404607 ∣ l2loss : 4.985198 ∣ 
[  epoch 0003/0005] 3820/4800, lr:1.0e-04 ∣ avg_100 : 5.399998 ∣ l2loss : 5.248255 ∣ 
[  epoch 0003/0005] 3830/4800, lr:1.0e-04 ∣ avg_100 : 5.390694 ∣ l2loss : 4.896245 ∣ 
[  epoch 0003/0005] 3840/4800, lr:1.0e-04 ∣ avg_100 : 5.379888 ∣ l2loss : 5.019195 ∣ 
[  epoch 0003/0005] 3850/4800, lr:1.0e-04 ∣ avg_100 : 5.372934 ∣ l2loss : 5.104345 ∣ 
[  epoch 0003/0005] 3860/4800, lr:1.0e-04 ∣ avg_100 : 5.363360 ∣ l2loss : 4.992670 ∣ 
[  epoch 0003/0005] 3870/4800, lr:1.0e-04 ∣ avg_100 : 5.354790 ∣ l2loss : 5.061237 ∣ 
[  epoch 0003/0005] 3880/4800, lr:1.0e-04 ∣ avg_100 : 5.347038 ∣ l2loss : 4.999057 ∣ 
[  epoch 0003/0005] 3890/4800, lr:1.0e-04 ∣ avg_100 : 5.335438 ∣ l2loss : 4.849155 ∣ 
[  epoch 0003/0005] 3900/4800, lr:1.0e-04 ∣ avg_100 : 5.328018 ∣ l2loss : 4.856754 ∣ 
[  epoch 0003/0005] 3910/4800, lr:1.0e-04 ∣ avg_100 : 5.323043 ∣ l2loss : 5.006279 ∣ 
[  epoch 0003/0005] 3920/4800, lr:1.0e-04 ∣ avg_100 : 5.311141 ∣ l2loss : 4.967945 ∣ 
[  epoch 0003/0005] 3930/4800, lr:1.0e-04 ∣ avg_100 : 5.298808 ∣ l2loss : 4.804056 ∣ 
[  epoch 0003/0005] 3940/4800, lr:1.0e-04 ∣ avg_100 : 5.293700 ∣ l2loss : 5.008125 ∣ 
[  epoch 0003/0005] 3950/4800, lr:1.0e-04 ∣ avg_100 : 5.287297 ∣ l2loss : 5.032650 ∣ 
[  epoch 0003/0005] 3960/4800, lr:1.0e-04 ∣ avg_100 : 5.281080 ∣ l2loss : 5.011411 ∣ 
[  epoch 0003/0005] 3970/4800, lr:1.0e-04 ∣ avg_100 : 5.273287 ∣ l2loss : 4.767929 ∣ 
[  epoch 0003/0005] 3980/4800, lr:1.0e-04 ∣ avg_100 : 5.265660 ∣ l2loss : 4.944131 ∣ 
[  epoch 0003/0005] 3990/4800, lr:1.0e-04 ∣ avg_100 : 5.256991 ∣ l2loss : 4.917955 ∣ 
[  epoch 0003/0005] 4000/4800, lr:1.0e-04 ∣ avg_100 : 5.244981 ∣ l2loss : 4.864635 ∣ 
[  epoch 0003/0005] 4010/4800, lr:1.0e-04 ∣ avg_100 : 5.240696 ∣ l2loss : 4.973381 ∣ 
[  epoch 0003/0005] 4020/4800, lr:1.0e-04 ∣ avg_100 : 5.227137 ∣ l2loss : 4.625946 ∣ 
[  epoch 0003/0005] 4030/4800, lr:1.0e-04 ∣ avg_100 : 5.221877 ∣ l2loss : 5.034555 ∣ 
[  epoch 0003/0005] 4040/4800, lr:1.0e-04 ∣ avg_100 : 5.213374 ∣ l2loss : 4.668115 ∣ 
[  epoch 0003/0005] 4050/4800, lr:1.0e-04 ∣ avg_100 : 5.207464 ∣ l2loss : 4.954241 ∣ 
[  epoch 0003/0005] 4060/4800, lr:1.0e-04 ∣ avg_100 : 5.202119 ∣ l2loss : 4.921612 ∣ 
[  epoch 0003/0005] 4070/4800, lr:1.0e-04 ∣ avg_100 : 5.195301 ∣ l2loss : 4.818943 ∣ 
[  epoch 0003/0005] 4080/4800, lr:1.0e-04 ∣ avg_100 : 5.183119 ∣ l2loss : 4.664978 ∣ 
[  epoch 0003/0005] 4090/4800, lr:1.0e-04 ∣ avg_100 : 5.172977 ∣ l2loss : 4.601779 ∣ 
[  epoch 0003/0005] 4100/4800, lr:1.0e-04 ∣ avg_100 : 5.165811 ∣ l2loss : 4.803264 ∣ 
[  epoch 0003/0005] 4110/4800, lr:1.0e-04 ∣ avg_100 : 5.158321 ∣ l2loss : 5.014255 ∣ 
[  epoch 0003/0005] 4120/4800, lr:1.0e-04 ∣ avg_100 : 5.151877 ∣ l2loss : 4.794456 ∣ 
[  epoch 0003/0005] 4130/4800, lr:1.0e-04 ∣ avg_100 : 5.149581 ∣ l2loss : 4.841853 ∣ 
[  epoch 0003/0005] 4140/4800, lr:1.0e-04 ∣ avg_100 : 5.141016 ∣ l2loss : 4.738289 ∣ 
[  epoch 0003/0005] 4150/4800, lr:1.0e-04 ∣ avg_100 : 5.133794 ∣ l2loss : 4.727949 ∣ 
[  epoch 0003/0005] 4160/4800, lr:1.0e-04 ∣ avg_100 : 5.126243 ∣ l2loss : 4.628699 ∣ 
[  epoch 0003/0005] 4170/4800, lr:1.0e-04 ∣ avg_100 : 5.116766 ∣ l2loss : 4.682569 ∣ 
[  epoch 0003/0005] 4180/4800, lr:1.0e-04 ∣ avg_100 : 5.111898 ∣ l2loss : 4.783219 ∣ 
[  epoch 0003/0005] 4190/4800, lr:1.0e-04 ∣ avg_100 : 5.104603 ∣ l2loss : 4.808237 ∣ 
[  epoch 0003/0005] 4200/4800, lr:1.0e-04 ∣ avg_100 : 5.095015 ∣ l2loss : 4.521634 ∣ 
[  epoch 0003/0005] 4210/4800, lr:1.0e-04 ∣ avg_100 : 5.085901 ∣ l2loss : 4.688214 ∣ 
[  epoch 0003/0005] 4220/4800, lr:1.0e-04 ∣ avg_100 : 5.077060 ∣ l2loss : 4.682557 ∣ 
[  epoch 0003/0005] 4230/4800, lr:1.0e-04 ∣ avg_100 : 5.071086 ∣ l2loss : 4.685311 ∣ 
[  epoch 0003/0005] 4240/4800, lr:1.0e-04 ∣ avg_100 : 5.061188 ∣ l2loss : 4.481131 ∣ 
[  epoch 0003/0005] 4250/4800, lr:1.0e-04 ∣ avg_100 : 5.056274 ∣ l2loss : 4.884548 ∣ 
[  epoch 0003/0005] 4260/4800, lr:1.0e-04 ∣ avg_100 : 5.048687 ∣ l2loss : 4.650697 ∣ 
[  epoch 0003/0005] 4270/4800, lr:1.0e-04 ∣ avg_100 : 5.040549 ∣ l2loss : 4.633147 ∣ 
[  epoch 0003/0005] 4280/4800, lr:1.0e-04 ∣ avg_100 : 5.034238 ∣ l2loss : 4.690911 ∣ 
[  epoch 0003/0005] 4290/4800, lr:1.0e-04 ∣ avg_100 : 5.024264 ∣ l2loss : 4.617838 ∣ 
[  epoch 0003/0005] 4300/4800, lr:1.0e-04 ∣ avg_100 : 5.014820 ∣ l2loss : 4.587328 ∣ 
[  epoch 0003/0005] 4310/4800, lr:1.0e-04 ∣ avg_100 : 5.006357 ∣ l2loss : 4.619497 ∣ 
[  epoch 0003/0005] 4320/4800, lr:1.0e-04 ∣ avg_100 : 4.998974 ∣ l2loss : 4.682214 ∣ 
[  epoch 0003/0005] 4330/4800, lr:1.0e-04 ∣ avg_100 : 4.993914 ∣ l2loss : 4.877821 ∣ 
[  epoch 0003/0005] 4340/4800, lr:1.0e-04 ∣ avg_100 : 4.986034 ∣ l2loss : 4.803242 ∣ 
[  epoch 0003/0005] 4350/4800, lr:1.0e-04 ∣ avg_100 : 4.975646 ∣ l2loss : 4.222960 ∣ 
[  epoch 0003/0005] 4360/4800, lr:1.0e-04 ∣ avg_100 : 4.971307 ∣ l2loss : 4.972585 ∣ 
[  epoch 0003/0005] 4370/4800, lr:1.0e-04 ∣ avg_100 : 4.966253 ∣ l2loss : 4.740101 ∣ 
[  epoch 0003/0005] 4380/4800, lr:1.0e-04 ∣ avg_100 : 4.965734 ∣ l2loss : 5.006543 ∣ 
[  epoch 0003/0005] 4390/4800, lr:1.0e-04 ∣ avg_100 : 4.961153 ∣ l2loss : 4.897399 ∣ 
[  epoch 0003/0005] 4400/4800, lr:1.0e-04 ∣ avg_100 : 4.957195 ∣ l2loss : 4.960841 ∣ 
[  epoch 0003/0005] 4410/4800, lr:1.0e-04 ∣ avg_100 : 4.951111 ∣ l2loss : 4.594366 ∣ 
[  epoch 0003/0005] 4420/4800, lr:1.0e-04 ∣ avg_100 : 4.941742 ∣ l2loss : 4.498143 ∣ 
[  epoch 0003/0005] 4430/4800, lr:1.0e-04 ∣ avg_100 : 4.936737 ∣ l2loss : 4.577091 ∣ 
[  epoch 0003/0005] 4440/4800, lr:1.0e-04 ∣ avg_100 : 4.929954 ∣ l2loss : 4.634916 ∣ 
[  epoch 0003/0005] 4450/4800, lr:1.0e-04 ∣ avg_100 : 4.922861 ∣ l2loss : 4.539183 ∣ 
[  epoch 0003/0005] 4460/4800, lr:1.0e-04 ∣ avg_100 : 4.908880 ∣ l2loss : 4.317698 ∣ 
[  epoch 0003/0005] 4470/4800, lr:1.0e-04 ∣ avg_100 : 4.900291 ∣ l2loss : 4.352958 ∣ 
[  epoch 0003/0005] 4480/4800, lr:1.0e-04 ∣ avg_100 : 4.893300 ∣ l2loss : 4.496347 ∣ 
[  epoch 0003/0005] 4490/4800, lr:1.0e-04 ∣ avg_100 : 4.887641 ∣ l2loss : 4.513002 ∣ 
[  epoch 0003/0005] 4500/4800, lr:1.0e-04 ∣ avg_100 : 4.879469 ∣ l2loss : 4.462810 ∣ 
[  epoch 0003/0005] 4510/4800, lr:1.0e-04 ∣ avg_100 : 4.874045 ∣ l2loss : 4.544336 ∣ 
[  epoch 0003/0005] 4520/4800, lr:1.0e-04 ∣ avg_100 : 4.866212 ∣ l2loss : 4.455622 ∣ 
[  epoch 0003/0005] 4530/4800, lr:1.0e-04 ∣ avg_100 : 4.856508 ∣ l2loss : 4.355329 ∣ 
[  epoch 0003/0005] 4540/4800, lr:1.0e-04 ∣ avg_100 : 4.847968 ∣ l2loss : 4.507941 ∣ 
[  epoch 0003/0005] 4550/4800, lr:1.0e-04 ∣ avg_100 : 4.842810 ∣ l2loss : 4.507576 ∣ 
[  epoch 0003/0005] 4560/4800, lr:1.0e-04 ∣ avg_100 : 4.835544 ∣ l2loss : 4.549260 ∣ 
[  epoch 0003/0005] 4570/4800, lr:1.0e-04 ∣ avg_100 : 4.830491 ∣ l2loss : 4.542845 ∣ 
[  epoch 0003/0005] 4580/4800, lr:1.0e-04 ∣ avg_100 : 4.822034 ∣ l2loss : 4.430264 ∣ 
[  epoch 0003/0005] 4590/4800, lr:1.0e-04 ∣ avg_100 : 4.814105 ∣ l2loss : 4.342169 ∣ 
[  epoch 0003/0005] 4600/4800, lr:1.0e-04 ∣ avg_100 : 4.809700 ∣ l2loss : 4.456056 ∣ 
[  epoch 0003/0005] 4610/4800, lr:1.0e-04 ∣ avg_100 : 4.802791 ∣ l2loss : 4.548722 ∣ 
[  epoch 0003/0005] 4620/4800, lr:1.0e-04 ∣ avg_100 : 4.800185 ∣ l2loss : 4.582798 ∣ 
[  epoch 0003/0005] 4630/4800, lr:1.0e-04 ∣ avg_100 : 4.795210 ∣ l2loss : 4.540642 ∣ 
[  epoch 0003/0005] 4640/4800, lr:1.0e-04 ∣ avg_100 : 4.789395 ∣ l2loss : 4.376164 ∣ 
[  epoch 0003/0005] 4650/4800, lr:1.0e-04 ∣ avg_100 : 4.779021 ∣ l2loss : 4.307594 ∣ 
[  epoch 0003/0005] 4660/4800, lr:1.0e-04 ∣ avg_100 : 4.768818 ∣ l2loss : 4.330039 ∣ 
[  epoch 0003/0005] 4670/4800, lr:1.0e-04 ∣ avg_100 : 4.759841 ∣ l2loss : 4.383918 ∣ 
[  epoch 0003/0005] 4680/4800, lr:1.0e-04 ∣ avg_100 : 4.752165 ∣ l2loss : 4.347418 ∣ 
[  epoch 0003/0005] 4690/4800, lr:1.0e-04 ∣ avg_100 : 4.745727 ∣ l2loss : 4.358645 ∣ 
[  epoch 0003/0005] 4700/4800, lr:1.0e-04 ∣ avg_100 : 4.733994 ∣ l2loss : 4.195272 ∣ 
[  epoch 0003/0005] 4710/4800, lr:1.0e-04 ∣ avg_100 : 4.726081 ∣ l2loss : 4.252716 ∣ 
[  epoch 0003/0005] 4720/4800, lr:1.0e-04 ∣ avg_100 : 4.719475 ∣ l2loss : 4.505419 ∣ 
[  epoch 0003/0005] 4730/4800, lr:1.0e-04 ∣ avg_100 : 4.716113 ∣ l2loss : 4.573218 ∣ 
[  epoch 0003/0005] 4740/4800, lr:1.0e-04 ∣ avg_100 : 4.708387 ∣ l2loss : 4.469108 ∣ 
[  epoch 0003/0005] 4750/4800, lr:1.0e-04 ∣ avg_100 : 4.702358 ∣ l2loss : 4.291301 ∣ 
[  epoch 0003/0005] 4760/4800, lr:1.0e-04 ∣ avg_100 : 4.694854 ∣ l2loss : 4.224568 ∣ 
[  epoch 0003/0005] 4770/4800, lr:1.0e-04 ∣ avg_100 : 4.687556 ∣ l2loss : 4.385867 ∣ 
[  epoch 0003/0005] 4780/4800, lr:1.0e-04 ∣ avg_100 : 4.677891 ∣ l2loss : 4.235340 ∣ 
[  epoch 0003/0005] 4790/4800, lr:1.0e-04 ∣ avg_100 : 4.671939 ∣ l2loss : 4.477745 ∣ 
[  epoch 0003/0005] 4800/4800, lr:1.0e-04 ∣ avg_100 : 4.666816 ∣ l2loss : 4.287081 ∣ 
[    val 003    ] Done! PSNR : 35.41 dB, SSIM : 0.899otal: 1:59:02                  
[  epoch 0004/0005] 0010/4800, lr:1.0e-04 ∣ avg_100 : 4.661282 ∣ l2loss : 4.431871 ∣ 
[  epoch 0004/0005] 0020/4800, lr:1.0e-04 ∣ avg_100 : 4.651378 ∣ l2loss : 4.257777 ∣ 
[  epoch 0004/0005] 0030/4800, lr:1.0e-04 ∣ avg_100 : 4.645831 ∣ l2loss : 4.341617 ∣ 
[  epoch 0004/0005] 0040/4800, lr:1.0e-04 ∣ avg_100 : 4.639702 ∣ l2loss : 4.406224 ∣ 
[  epoch 0004/0005] 0050/4800, lr:1.0e-04 ∣ avg_100 : 4.633609 ∣ l2loss : 4.495109 ∣ 
[  epoch 0004/0005] 0060/4800, lr:1.0e-04 ∣ avg_100 : 4.628705 ∣ l2loss : 4.502207 ∣ 
[  epoch 0004/0005] 0070/4800, lr:1.0e-04 ∣ avg_100 : 4.621714 ∣ l2loss : 4.362163 ∣ 
[  epoch 0004/0005] 0080/4800, lr:1.0e-04 ∣ avg_100 : 4.612882 ∣ l2loss : 4.115824 ∣ 
[  epoch 0004/0005] 0090/4800, lr:1.0e-04 ∣ avg_100 : 4.606887 ∣ l2loss : 4.249677 ∣ 
[  epoch 0004/0005] 0100/4800, lr:1.0e-04 ∣ avg_100 : 4.600269 ∣ l2loss : 4.194960 ∣ 
[  epoch 0004/0005] 0110/4800, lr:1.0e-04 ∣ avg_100 : 4.592756 ∣ l2loss : 4.255025 ∣ 
[  epoch 0004/0005] 0120/4800, lr:1.0e-04 ∣ avg_100 : 4.584523 ∣ l2loss : 4.144655 ∣ 
[  epoch 0004/0005] 0130/4800, lr:1.0e-04 ∣ avg_100 : 4.579825 ∣ l2loss : 4.334216 ∣ 
[  epoch 0004/0005] 0140/4800, lr:1.0e-04 ∣ avg_100 : 4.571576 ∣ l2loss : 4.183257 ∣ 
[  epoch 0004/0005] 0150/4800, lr:1.0e-04 ∣ avg_100 : 4.563563 ∣ l2loss : 4.231361 ∣ 
[  epoch 0004/0005] 0160/4800, lr:1.0e-04 ∣ avg_100 : 4.554825 ∣ l2loss : 4.137588 ∣ 
[  epoch 0004/0005] 0170/4800, lr:1.0e-04 ∣ avg_100 : 4.550904 ∣ l2loss : 4.375809 ∣ 
[  epoch 0004/0005] 0180/4800, lr:1.0e-04 ∣ avg_100 : 4.545388 ∣ l2loss : 4.392564 ∣ 
[  epoch 0004/0005] 0190/4800, lr:1.0e-04 ∣ avg_100 : 4.539794 ∣ l2loss : 4.358488 ∣ 
[  epoch 0004/0005] 0200/4800, lr:1.0e-04 ∣ avg_100 : 4.532176 ∣ l2loss : 4.102897 ∣ 
[  epoch 0004/0005] 0210/4800, lr:1.0e-04 ∣ avg_100 : 4.522912 ∣ l2loss : 4.046922 ∣ 
[  epoch 0004/0005] 0220/4800, lr:1.0e-04 ∣ avg_100 : 4.517356 ∣ l2loss : 4.070417 ∣ 
[  epoch 0004/0005] 0230/4800, lr:1.0e-04 ∣ avg_100 : 4.509645 ∣ l2loss : 4.263417 ∣ 
[  epoch 0004/0005] 0240/4800, lr:1.0e-04 ∣ avg_100 : 4.504936 ∣ l2loss : 4.197240 ∣ 
[  epoch 0004/0005] 0250/4800, lr:1.0e-04 ∣ avg_100 : 4.495612 ∣ l2loss : 4.021809 ∣ 
[  epoch 0004/0005] 0260/4800, lr:1.0e-04 ∣ avg_100 : 4.488588 ∣ l2loss : 4.219248 ∣ 
[  epoch 0004/0005] 0270/4800, lr:1.0e-04 ∣ avg_100 : 4.482664 ∣ l2loss : 4.226552 ∣ 
[  epoch 0004/0005] 0280/4800, lr:1.0e-04 ∣ avg_100 : 4.476234 ∣ l2loss : 4.021929 ∣ 
[  epoch 0004/0005] 0290/4800, lr:1.0e-04 ∣ avg_100 : 4.472027 ∣ l2loss : 4.181060 ∣ 
[  epoch 0004/0005] 0300/4800, lr:1.0e-04 ∣ avg_100 : 4.464879 ∣ l2loss : 4.088436 ∣ 
[  epoch 0004/0005] 0310/4800, lr:1.0e-04 ∣ avg_100 : 4.454808 ∣ l2loss : 4.007157 ∣ 
[  epoch 0004/0005] 0320/4800, lr:1.0e-04 ∣ avg_100 : 4.447327 ∣ l2loss : 4.046418 ∣ 
[  epoch 0004/0005] 0330/4800, lr:1.0e-04 ∣ avg_100 : 4.440432 ∣ l2loss : 4.152387 ∣ 
[  epoch 0004/0005] 0340/4800, lr:1.0e-04 ∣ avg_100 : 4.433372 ∣ l2loss : 4.032225 ∣ 
[  epoch 0004/0005] 0350/4800, lr:1.0e-04 ∣ avg_100 : 4.427357 ∣ l2loss : 4.126426 ∣ 
[  epoch 0004/0005] 0360/4800, lr:1.0e-04 ∣ avg_100 : 4.422541 ∣ l2loss : 4.147161 ∣ 
[  epoch 0004/0005] 0370/4800, lr:1.0e-04 ∣ avg_100 : 4.416102 ∣ l2loss : 4.038640 ∣ 
[  epoch 0004/0005] 0380/4800, lr:1.0e-04 ∣ avg_100 : 4.408088 ∣ l2loss : 3.981795 ∣ 
[  epoch 0004/0005] 0390/4800, lr:1.0e-04 ∣ avg_100 : 4.401054 ∣ l2loss : 4.104898 ∣ 
[  epoch 0004/0005] 0400/4800, lr:1.0e-04 ∣ avg_100 : 4.396697 ∣ l2loss : 4.085944 ∣ 
[  epoch 0004/0005] 0410/4800, lr:1.0e-04 ∣ avg_100 : 4.391584 ∣ l2loss : 4.176824 ∣ 
[  epoch 0004/0005] 0420/4800, lr:1.0e-04 ∣ avg_100 : 4.385120 ∣ l2loss : 4.036181 ∣ 
[  epoch 0004/0005] 0430/4800, lr:1.0e-04 ∣ avg_100 : 4.379581 ∣ l2loss : 4.131392 ∣ 
[  epoch 0004/0005] 0440/4800, lr:1.0e-04 ∣ avg_100 : 4.374551 ∣ l2loss : 3.978192 ∣ 
[  epoch 0004/0005] 0450/4800, lr:1.0e-04 ∣ avg_100 : 4.364018 ∣ l2loss : 3.831273 ∣ 
[  epoch 0004/0005] 0460/4800, lr:1.0e-04 ∣ avg_100 : 4.357963 ∣ l2loss : 4.045195 ∣ 
[  epoch 0004/0005] 0470/4800, lr:1.0e-04 ∣ avg_100 : 4.351443 ∣ l2loss : 3.981134 ∣ 
[  epoch 0004/0005] 0480/4800, lr:1.0e-04 ∣ avg_100 : 4.345300 ∣ l2loss : 4.076619 ∣ 
[  epoch 0004/0005] 0490/4800, lr:1.0e-04 ∣ avg_100 : 4.339816 ∣ l2loss : 4.069351 ∣ 
[  epoch 0004/0005] 0500/4800, lr:1.0e-04 ∣ avg_100 : 4.334356 ∣ l2loss : 4.041379 ∣ 
[  epoch 0004/0005] 0510/4800, lr:1.0e-04 ∣ avg_100 : 4.329437 ∣ l2loss : 4.127613 ∣ 
[  epoch 0004/0005] 0520/4800, lr:1.0e-04 ∣ avg_100 : 4.323425 ∣ l2loss : 4.080968 ∣ 
[  epoch 0004/0005] 0530/4800, lr:1.0e-04 ∣ avg_100 : 4.316129 ∣ l2loss : 4.148242 ∣ 
[  epoch 0004/0005] 0540/4800, lr:1.0e-04 ∣ avg_100 : 4.310498 ∣ l2loss : 4.240104 ∣ 
[  epoch 0004/0005] 0550/4800, lr:1.0e-04 ∣ avg_100 : 4.308711 ∣ l2loss : 4.044308 ∣ 
[  epoch 0004/0005] 0560/4800, lr:1.0e-04 ∣ avg_100 : 4.300926 ∣ l2loss : 4.194078 ∣ 
[  epoch 0004/0005] 0570/4800, lr:1.0e-04 ∣ avg_100 : 4.294807 ∣ l2loss : 4.128244 ∣ 
[  epoch 0004/0005] 0580/4800, lr:1.0e-04 ∣ avg_100 : 4.286173 ∣ l2loss : 4.143062 ∣ 
[  epoch 0004/0005] 0590/4800, lr:1.0e-04 ∣ avg_100 : 4.281703 ∣ l2loss : 4.450398 ∣ 
[  epoch 0004/0005] 0600/4800, lr:1.0e-04 ∣ avg_100 : 4.273384 ∣ l2loss : 4.129013 ∣ 
[  epoch 0004/0005] 0610/4800, lr:1.0e-04 ∣ avg_100 : 4.269265 ∣ l2loss : 4.182397 ∣ 
[  epoch 0004/0005] 0620/4800, lr:1.0e-04 ∣ avg_100 : 4.263744 ∣ l2loss : 3.946123 ∣ 
[  epoch 0004/0005] 0630/4800, lr:1.0e-04 ∣ avg_100 : 4.258140 ∣ l2loss : 4.016624 ∣ 
[  epoch 0004/0005] 0640/4800, lr:1.0e-04 ∣ avg_100 : 4.254143 ∣ l2loss : 4.235221 ∣ 
[  epoch 0004/0005] 0650/4800, lr:1.0e-04 ∣ avg_100 : 4.249597 ∣ l2loss : 4.084611 ∣ 
[  epoch 0004/0005] 0660/4800, lr:1.0e-04 ∣ avg_100 : 4.255547 ∣ l2loss : 4.912653 ∣ 
[  epoch 0004/0005] 0670/4800, lr:1.0e-04 ∣ avg_100 : 4.257102 ∣ l2loss : 4.508449 ∣ 
[  epoch 0004/0005] 0680/4800, lr:1.0e-04 ∣ avg_100 : 4.255022 ∣ l2loss : 4.288444 ∣ 
[  epoch 0004/0005] 0690/4800, lr:1.0e-04 ∣ avg_100 : 4.251735 ∣ l2loss : 4.184227 ∣ 
[  epoch 0004/0005] 0700/4800, lr:1.0e-04 ∣ avg_100 : 4.247214 ∣ l2loss : 4.010726 ∣ 
[  epoch 0004/0005] 0710/4800, lr:1.0e-04 ∣ avg_100 : 4.243184 ∣ l2loss : 4.141374 ∣ 
[  epoch 0004/0005] 0720/4800, lr:1.0e-04 ∣ avg_100 : 4.237464 ∣ l2loss : 3.883557 ∣ 
[  epoch 0004/0005] 0730/4800, lr:1.0e-04 ∣ avg_100 : 4.237657 ∣ l2loss : 4.374634 ∣ 
[  epoch 0004/0005] 0740/4800, lr:1.0e-04 ∣ avg_100 : 4.233377 ∣ l2loss : 4.079949 ∣ 
[  epoch 0004/0005] 0750/4800, lr:1.0e-04 ∣ avg_100 : 4.228767 ∣ l2loss : 4.046645 ∣ 
[  epoch 0004/0005] 0760/4800, lr:1.0e-04 ∣ avg_100 : 4.225883 ∣ l2loss : 4.260844 ∣ 
[  epoch 0004/0005] 0770/4800, lr:1.0e-04 ∣ avg_100 : 4.220307 ∣ l2loss : 3.985249 ∣ 
[  epoch 0004/0005] 0780/4800, lr:1.0e-04 ∣ avg_100 : 4.215826 ∣ l2loss : 3.982093 ∣ 
[  epoch 0004/0005] 0790/4800, lr:1.0e-04 ∣ avg_100 : 4.215454 ∣ l2loss : 4.304959 ∣ 
[  epoch 0004/0005] 0800/4800, lr:1.0e-04 ∣ avg_100 : 4.213223 ∣ l2loss : 4.233000 ∣ 
[  epoch 0004/0005] 0810/4800, lr:1.0e-04 ∣ avg_100 : 4.209118 ∣ l2loss : 4.138203 ∣ 
[  epoch 0004/0005] 0820/4800, lr:1.0e-04 ∣ avg_100 : 4.204310 ∣ l2loss : 4.101978 ∣ 
[  epoch 0004/0005] 0830/4800, lr:1.0e-04 ∣ avg_100 : 4.197616 ∣ l2loss : 3.871238 ∣ 
[  epoch 0004/0005] 0840/4800, lr:1.0e-04 ∣ avg_100 : 4.193723 ∣ l2loss : 3.986936 ∣ 
[  epoch 0004/0005] 0850/4800, lr:1.0e-04 ∣ avg_100 : 4.188973 ∣ l2loss : 3.832596 ∣ 
[  epoch 0004/0005] 0860/4800, lr:1.0e-04 ∣ avg_100 : 4.186695 ∣ l2loss : 4.102237 ∣ 
[  epoch 0004/0005] 0870/4800, lr:1.0e-04 ∣ avg_100 : 4.182207 ∣ l2loss : 3.935053 ∣ 
[  epoch 0004/0005] 0880/4800, lr:1.0e-04 ∣ avg_100 : 4.176971 ∣ l2loss : 3.823864 ∣ 
[  epoch 0004/0005] 0890/4800, lr:1.0e-04 ∣ avg_100 : 4.171795 ∣ l2loss : 3.841047 ∣ 
[  epoch 0004/0005] 0900/4800, lr:1.0e-04 ∣ avg_100 : 4.171055 ∣ l2loss : 4.121299 ∣ 
[  epoch 0004/0005] 0910/4800, lr:1.0e-04 ∣ avg_100 : 4.168102 ∣ l2loss : 3.957409 ∣ 
[  epoch 0004/0005] 0920/4800, lr:1.0e-04 ∣ avg_100 : 4.161837 ∣ l2loss : 3.878862 ∣ 
[  epoch 0004/0005] 0930/4800, lr:1.0e-04 ∣ avg_100 : 4.154496 ∣ l2loss : 3.839190 ∣ 
[  epoch 0004/0005] 0940/4800, lr:1.0e-04 ∣ avg_100 : 4.147223 ∣ l2loss : 3.741726 ∣ 
[  epoch 0004/0005] 0950/4800, lr:1.0e-04 ∣ avg_100 : 4.142729 ∣ l2loss : 3.841941 ∣ 
[  epoch 0004/0005] 0960/4800, lr:1.0e-04 ∣ avg_100 : 4.140415 ∣ l2loss : 3.993179 ∣ 
[  epoch 0004/0005] 0970/4800, lr:1.0e-04 ∣ avg_100 : 4.136876 ∣ l2loss : 4.031993 ∣ 
[  epoch 0004/0005] 0980/4800, lr:1.0e-04 ∣ avg_100 : 4.132176 ∣ l2loss : 3.765306 ∣ 
[  epoch 0004/0005] 0990/4800, lr:1.0e-04 ∣ avg_100 : 4.127016 ∣ l2loss : 3.961708 ∣ 
[  epoch 0004/0005] 1000/4800, lr:1.0e-04 ∣ avg_100 : 4.122969 ∣ l2loss : 3.882444 ∣ 
[  epoch 0004/0005] 1010/4800, lr:1.0e-04 ∣ avg_100 : 4.115513 ∣ l2loss : 3.686219 ∣ 
[  epoch 0004/0005] 1020/4800, lr:1.0e-04 ∣ avg_100 : 4.108302 ∣ l2loss : 3.536660 ∣ 
[  epoch 0004/0005] 1030/4800, lr:1.0e-04 ∣ avg_100 : 4.103014 ∣ l2loss : 3.812856 ∣ 
[  epoch 0004/0005] 1040/4800, lr:1.0e-04 ∣ avg_100 : 4.094161 ∣ l2loss : 3.520970 ∣ 
[  epoch 0004/0005] 1050/4800, lr:1.0e-04 ∣ avg_100 : 4.087436 ∣ l2loss : 3.822553 ∣ 
[  epoch 0004/0005] 1060/4800, lr:1.0e-04 ∣ avg_100 : 4.093191 ∣ l2loss : 5.077763 ∣ 
[  epoch 0004/0005] 1070/4800, lr:1.0e-04 ∣ avg_100 : 4.108078 ∣ l2loss : 5.850814 ∣ 
[  epoch 0004/0005] 1080/4800, lr:1.0e-04 ∣ avg_100 : 4.118321 ∣ l2loss : 5.140075 ∣ 
[  epoch 0004/0005] 1090/4800, lr:1.0e-04 ∣ avg_100 : 4.121961 ∣ l2loss : 4.613720 ∣ 
[  epoch 0004/0005] 1100/4800, lr:1.0e-04 ∣ avg_100 : 4.124838 ∣ l2loss : 4.482698 ∣ 
[  epoch 0004/0005] 1110/4800, lr:1.0e-04 ∣ avg_100 : 4.126248 ∣ l2loss : 4.395946 ∣ 
[  epoch 0004/0005] 1120/4800, lr:1.0e-04 ∣ avg_100 : 4.126267 ∣ l2loss : 4.146580 ∣ 
[  epoch 0004/0005] 1130/4800, lr:1.0e-04 ∣ avg_100 : 4.125723 ∣ l2loss : 4.279878 ∣ 
[  epoch 0004/0005] 1140/4800, lr:1.0e-04 ∣ avg_100 : 4.123964 ∣ l2loss : 4.007364 ∣ 
[  epoch 0004/0005] 1150/4800, lr:1.0e-04 ∣ avg_100 : 4.121538 ∣ l2loss : 3.988759 ∣ 
[  epoch 0004/0005] 1160/4800, lr:1.0e-04 ∣ avg_100 : 4.118019 ∣ l2loss : 3.785668 ∣ 
[  epoch 0004/0005] 1170/4800, lr:1.0e-04 ∣ avg_100 : 4.114695 ∣ l2loss : 4.043379 ∣ 
[  epoch 0004/0005] 1180/4800, lr:1.0e-04 ∣ avg_100 : 4.112442 ∣ l2loss : 4.167311 ∣ 
[  epoch 0004/0005] 1190/4800, lr:1.0e-04 ∣ avg_100 : 4.107189 ∣ l2loss : 3.833164 ∣ 
[  epoch 0004/0005] 1200/4800, lr:1.0e-04 ∣ avg_100 : 4.104653 ∣ l2loss : 3.849239 ∣ 
[  epoch 0004/0005] 1210/4800, lr:1.0e-04 ∣ avg_100 : 4.104559 ∣ l2loss : 4.037581 ∣ 
[  epoch 0004/0005] 1220/4800, lr:1.0e-04 ∣ avg_100 : 4.103684 ∣ l2loss : 3.982923 ∣ 
[  epoch 0004/0005] 1230/4800, lr:1.0e-04 ∣ avg_100 : 4.100919 ∣ l2loss : 3.986876 ∣ 
[  epoch 0004/0005] 1240/4800, lr:1.0e-04 ∣ avg_100 : 4.101262 ∣ l2loss : 4.231517 ∣ 
[  epoch 0004/0005] 1250/4800, lr:1.0e-04 ∣ avg_100 : 4.096820 ∣ l2loss : 3.577676 ∣ 
[  epoch 0004/0005] 1260/4800, lr:1.0e-04 ∣ avg_100 : 4.091574 ∣ l2loss : 3.694580 ∣ 
[  epoch 0004/0005] 1270/4800, lr:1.0e-04 ∣ avg_100 : 4.089794 ∣ l2loss : 4.048586 ∣ 
[  epoch 0004/0005] 1280/4800, lr:1.0e-04 ∣ avg_100 : 4.085570 ∣ l2loss : 3.599519 ∣ 
[  epoch 0004/0005] 1290/4800, lr:1.0e-04 ∣ avg_100 : 4.080630 ∣ l2loss : 3.687068 ∣ 
[  epoch 0004/0005] 1300/4800, lr:1.0e-04 ∣ avg_100 : 4.077063 ∣ l2loss : 3.731775 ∣ 
[  epoch 0004/0005] 1310/4800, lr:1.0e-04 ∣ avg_100 : 4.075989 ∣ l2loss : 3.899693 ∣ 
[  epoch 0004/0005] 1320/4800, lr:1.0e-04 ∣ avg_100 : 4.075885 ∣ l2loss : 4.036064 ∣ 
[  epoch 0004/0005] 1330/4800, lr:1.0e-04 ∣ avg_100 : 4.073347 ∣ l2loss : 3.898604 ∣ 
[  epoch 0004/0005] 1340/4800, lr:1.0e-04 ∣ avg_100 : 4.072979 ∣ l2loss : 3.995421 ∣ 
[  epoch 0004/0005] 1350/4800, lr:1.0e-04 ∣ avg_100 : 4.069015 ∣ l2loss : 3.730019 ∣ 
[  epoch 0004/0005] 1360/4800, lr:1.0e-04 ∣ avg_100 : 4.066018 ∣ l2loss : 3.847427 ∣ 
[  epoch 0004/0005] 1370/4800, lr:1.0e-04 ∣ avg_100 : 4.062379 ∣ l2loss : 3.674799 ∣ 
[  epoch 0004/0005] 1380/4800, lr:1.0e-04 ∣ avg_100 : 4.059675 ∣ l2loss : 3.711367 ∣ 
[  epoch 0004/0005] 1390/4800, lr:1.0e-04 ∣ avg_100 : 4.055036 ∣ l2loss : 3.640933 ∣ 
[  epoch 0004/0005] 1400/4800, lr:1.0e-04 ∣ avg_100 : 4.052583 ∣ l2loss : 3.840670 ∣ 
[  epoch 0004/0005] 1410/4800, lr:1.0e-04 ∣ avg_100 : 4.049143 ∣ l2loss : 3.832859 ∣ 
[  epoch 0004/0005] 1420/4800, lr:1.0e-04 ∣ avg_100 : 4.045781 ∣ l2loss : 3.699920 ∣ 
[  epoch 0004/0005] 1430/4800, lr:1.0e-04 ∣ avg_100 : 4.042409 ∣ l2loss : 3.794208 ∣ 
[  epoch 0004/0005] 1440/4800, lr:1.0e-04 ∣ avg_100 : 4.038282 ∣ l2loss : 3.565517 ∣ 
[  epoch 0004/0005] 1450/4800, lr:1.0e-04 ∣ avg_100 : 4.038853 ∣ l2loss : 3.888376 ∣ 
[  epoch 0004/0005] 1460/4800, lr:1.0e-04 ∣ avg_100 : 4.036430 ∣ l2loss : 3.802890 ∣ 
[  epoch 0004/0005] 1470/4800, lr:1.0e-04 ∣ avg_100 : 4.033312 ∣ l2loss : 3.669384 ∣ 
[  epoch 0004/0005] 1480/4800, lr:1.0e-04 ∣ avg_100 : 4.028991 ∣ l2loss : 3.644485 ∣ 
[  epoch 0004/0005] 1490/4800, lr:1.0e-04 ∣ avg_100 : 4.026985 ∣ l2loss : 3.868796 ∣ 
[  epoch 0004/0005] 1500/4800, lr:1.0e-04 ∣ avg_100 : 4.025343 ∣ l2loss : 3.877125 ∣ 
[  epoch 0004/0005] 1510/4800, lr:1.0e-04 ∣ avg_100 : 4.020582 ∣ l2loss : 3.651521 ∣ 
[  epoch 0004/0005] 1520/4800, lr:1.0e-04 ∣ avg_100 : 4.016468 ∣ l2loss : 3.669609 ∣ 
[  epoch 0004/0005] 1530/4800, lr:1.0e-04 ∣ avg_100 : 4.016392 ∣ l2loss : 4.140644 ∣ 
[  epoch 0004/0005] 1540/4800, lr:1.0e-04 ∣ avg_100 : 4.019836 ∣ l2loss : 4.584484 ∣ 
[  epoch 0004/0005] 1550/4800, lr:1.0e-04 ∣ avg_100 : 4.025379 ∣ l2loss : 4.598556 ∣ 
[  epoch 0004/0005] 1560/4800, lr:1.0e-04 ∣ avg_100 : 4.025369 ∣ l2loss : 4.193115 ∣ 
[  epoch 0004/0005] 1570/4800, lr:1.0e-04 ∣ avg_100 : 4.023494 ∣ l2loss : 3.940723 ∣ 
[  epoch 0004/0005] 1580/4800, lr:1.0e-04 ∣ avg_100 : 4.022617 ∣ l2loss : 4.055349 ∣ 
[  epoch 0004/0005] 1590/4800, lr:1.0e-04 ∣ avg_100 : 4.016431 ∣ l2loss : 3.831774 ∣ 
[  epoch 0004/0005] 1600/4800, lr:1.0e-04 ∣ avg_100 : 4.011340 ∣ l2loss : 3.619957 ∣ 
[  epoch 0004/0005] 1610/4800, lr:1.0e-04 ∣ avg_100 : 4.007819 ∣ l2loss : 3.830283 ∣ 
[  epoch 0004/0005] 1620/4800, lr:1.0e-04 ∣ avg_100 : 4.004346 ∣ l2loss : 3.598835 ∣ 
[  epoch 0004/0005] 1630/4800, lr:1.0e-04 ∣ avg_100 : 4.000323 ∣ l2loss : 3.614314 ∣ 
[  epoch 0004/0005] 1640/4800, lr:1.0e-04 ∣ avg_100 : 3.992984 ∣ l2loss : 3.501371 ∣ 
[  epoch 0004/0005] 1650/4800, lr:1.0e-04 ∣ avg_100 : 3.989458 ∣ l2loss : 3.731958 ∣ 
[  epoch 0004/0005] 1660/4800, lr:1.0e-04 ∣ avg_100 : 3.977083 ∣ l2loss : 3.675173 ∣ 
[  epoch 0004/0005] 1670/4800, lr:1.0e-04 ∣ avg_100 : 3.970568 ∣ l2loss : 3.856912 ∣ 
[  epoch 0004/0005] 1680/4800, lr:1.0e-04 ∣ avg_100 : 3.964162 ∣ l2loss : 3.647910 ∣ 
[  epoch 0004/0005] 1690/4800, lr:1.0e-04 ∣ avg_100 : 3.960875 ∣ l2loss : 3.855454 ∣ 
[  epoch 0004/0005] 1700/4800, lr:1.0e-04 ∣ avg_100 : 3.955933 ∣ l2loss : 3.516595 ∣ 
[  epoch 0004/0005] 1710/4800, lr:1.0e-04 ∣ avg_100 : 3.952628 ∣ l2loss : 3.810867 ∣ 
[  epoch 0004/0005] 1720/4800, lr:1.0e-04 ∣ avg_100 : 3.949823 ∣ l2loss : 3.603006 ∣ 
[  epoch 0004/0005] 1730/4800, lr:1.0e-04 ∣ avg_100 : 3.941013 ∣ l2loss : 3.493703 ∣ 
[  epoch 0004/0005] 1740/4800, lr:1.0e-04 ∣ avg_100 : 3.937204 ∣ l2loss : 3.699006 ∣ 
[  epoch 0004/0005] 1750/4800, lr:1.0e-04 ∣ avg_100 : 3.932522 ∣ l2loss : 3.578471 ∣ 
[  epoch 0004/0005] 1760/4800, lr:1.0e-04 ∣ avg_100 : 3.926518 ∣ l2loss : 3.660398 ∣ 
[  epoch 0004/0005] 1770/4800, lr:1.0e-04 ∣ avg_100 : 3.922552 ∣ l2loss : 3.588665 ∣ 
[  epoch 0004/0005] 1780/4800, lr:1.0e-04 ∣ avg_100 : 3.917442 ∣ l2loss : 3.471105 ∣ 
[  epoch 0004/0005] 1790/4800, lr:1.0e-04 ∣ avg_100 : 3.910841 ∣ l2loss : 3.644904 ∣ 
[  epoch 0004/0005] 1800/4800, lr:1.0e-04 ∣ avg_100 : 3.903665 ∣ l2loss : 3.515398 ∣ 
[  epoch 0004/0005] 1810/4800, lr:1.0e-04 ∣ avg_100 : 3.898026 ∣ l2loss : 3.574225 ∣ 
[  epoch 0004/0005] 1820/4800, lr:1.0e-04 ∣ avg_100 : 3.892364 ∣ l2loss : 3.535822 ∣ 
[  epoch 0004/0005] 1830/4800, lr:1.0e-04 ∣ avg_100 : 3.888573 ∣ l2loss : 3.492150 ∣ 
[  epoch 0004/0005] 1840/4800, lr:1.0e-04 ∣ avg_100 : 3.884701 ∣ l2loss : 3.599693 ∣ 
[  epoch 0004/0005] 1850/4800, lr:1.0e-04 ∣ avg_100 : 3.881226 ∣ l2loss : 3.485134 ∣ 
[  epoch 0004/0005] 1860/4800, lr:1.0e-04 ∣ avg_100 : 3.874428 ∣ l2loss : 3.422463 ∣ 
[  epoch 0004/0005] 1870/4800, lr:1.0e-04 ∣ avg_100 : 3.869203 ∣ l2loss : 3.412554 ∣ 
[  epoch 0004/0005] 1880/4800, lr:1.0e-04 ∣ avg_100 : 3.866508 ∣ l2loss : 3.554280 ∣ 
[  epoch 0004/0005] 1890/4800, lr:1.0e-04 ∣ avg_100 : 3.862280 ∣ l2loss : 3.418254 ∣ 
[  epoch 0004/0005] 1900/4800, lr:1.0e-04 ∣ avg_100 : 3.857720 ∣ l2loss : 3.665304 ∣ 
[  epoch 0004/0005] 1910/4800, lr:1.0e-04 ∣ avg_100 : 3.855399 ∣ l2loss : 3.725373 ∣ 
[  epoch 0004/0005] 1920/4800, lr:1.0e-04 ∣ avg_100 : 3.851975 ∣ l2loss : 3.536463 ∣ 
[  epoch 0004/0005] 1930/4800, lr:1.0e-04 ∣ avg_100 : 3.848522 ∣ l2loss : 3.493868 ∣ 
[  epoch 0004/0005] 1940/4800, lr:1.0e-04 ∣ avg_100 : 3.845668 ∣ l2loss : 3.456278 ∣ 
[  epoch 0004/0005] 1950/4800, lr:1.0e-04 ∣ avg_100 : 3.842060 ∣ l2loss : 3.481217 ∣ 
[  epoch 0004/0005] 1960/4800, lr:1.0e-04 ∣ avg_100 : 3.837164 ∣ l2loss : 3.503537 ∣ 
[  epoch 0004/0005] 1970/4800, lr:1.0e-04 ∣ avg_100 : 3.831727 ∣ l2loss : 3.488323 ∣ 
[  epoch 0004/0005] 1980/4800, lr:1.0e-04 ∣ avg_100 : 3.828501 ∣ l2loss : 3.442663 ∣ 
[  epoch 0004/0005] 1990/4800, lr:1.0e-04 ∣ avg_100 : 3.821984 ∣ l2loss : 3.310037 ∣ 
[  epoch 0004/0005] 2000/4800, lr:1.0e-04 ∣ avg_100 : 3.819666 ∣ l2loss : 3.650606 ∣ 
[  epoch 0004/0005] 2010/4800, lr:1.0e-04 ∣ avg_100 : 3.816007 ∣ l2loss : 3.320322 ∣ 
[  epoch 0004/0005] 2020/4800, lr:1.0e-04 ∣ avg_100 : 3.814736 ∣ l2loss : 3.409546 ∣ 
[  epoch 0004/0005] 2030/4800, lr:1.0e-04 ∣ avg_100 : 3.809648 ∣ l2loss : 3.304040 ∣ 
[  epoch 0004/0005] 2040/4800, lr:1.0e-04 ∣ avg_100 : 3.807150 ∣ l2loss : 3.271219 ∣ 
[  epoch 0004/0005] 2050/4800, lr:1.0e-04 ∣ avg_100 : 3.803697 ∣ l2loss : 3.477263 ∣ 
[  epoch 0004/0005] 2060/4800, lr:1.0e-04 ∣ avg_100 : 3.790925 ∣ l2loss : 3.800585 ∣ 
[  epoch 0004/0005] 2070/4800, lr:1.0e-04 ∣ avg_100 : 3.769033 ∣ l2loss : 3.661568 ∣ 
[  epoch 0004/0005] 2080/4800, lr:1.0e-04 ∣ avg_100 : 3.753561 ∣ l2loss : 3.592873 ∣ 
[  epoch 0004/0005] 2090/4800, lr:1.0e-04 ∣ avg_100 : 3.742526 ∣ l2loss : 3.510279 ∣ 
[  epoch 0004/0005] 2100/4800, lr:1.0e-04 ∣ avg_100 : 3.734319 ∣ l2loss : 3.661954 ∣ 
[  epoch 0004/0005] 2110/4800, lr:1.0e-04 ∣ avg_100 : 3.724339 ∣ l2loss : 3.397972 ∣ 
[  epoch 0004/0005] 2120/4800, lr:1.0e-04 ∣ avg_100 : 3.718313 ∣ l2loss : 3.544001 ∣ 
[  epoch 0004/0005] 2130/4800, lr:1.0e-04 ∣ avg_100 : 3.709458 ∣ l2loss : 3.394332 ∣ 
[  epoch 0004/0005] 2140/4800, lr:1.0e-04 ∣ avg_100 : 3.704836 ∣ l2loss : 3.545130 ∣ 
[  epoch 0004/0005] 2150/4800, lr:1.0e-04 ∣ avg_100 : 3.699839 ∣ l2loss : 3.489048 ∣ 
[  epoch 0004/0005] 2160/4800, lr:1.0e-04 ∣ avg_100 : 3.694133 ∣ l2loss : 3.215155 ∣ 
[  epoch 0004/0005] 2170/4800, lr:1.0e-04 ∣ avg_100 : 3.687764 ∣ l2loss : 3.406416 ∣ 
[  epoch 0004/0005] 2180/4800, lr:1.0e-04 ∣ avg_100 : 3.679170 ∣ l2loss : 3.307936 ∣ 
[  epoch 0004/0005] 2190/4800, lr:1.0e-04 ∣ avg_100 : 3.673853 ∣ l2loss : 3.301461 ∣ 
[  epoch 0004/0005] 2200/4800, lr:1.0e-04 ∣ avg_100 : 3.667465 ∣ l2loss : 3.210430 ∣ 
[  epoch 0004/0005] 2210/4800, lr:1.0e-04 ∣ avg_100 : 3.662079 ∣ l2loss : 3.498941 ∣ 
[  epoch 0004/0005] 2220/4800, lr:1.0e-04 ∣ avg_100 : 3.656231 ∣ l2loss : 3.398132 ∣ 
[  epoch 0004/0005] 2230/4800, lr:1.0e-04 ∣ avg_100 : 3.650472 ∣ l2loss : 3.411013 ∣ 
[  epoch 0004/0005] 2240/4800, lr:1.0e-04 ∣ avg_100 : 3.641963 ∣ l2loss : 3.380581 ∣ 
[  epoch 0004/0005] 2250/4800, lr:1.0e-04 ∣ avg_100 : 3.640680 ∣ l2loss : 3.449415 ∣ 
[  epoch 0004/0005] 2260/4800, lr:1.0e-04 ∣ avg_100 : 3.639191 ∣ l2loss : 3.545630 ∣ 
[  epoch 0004/0005] 2270/4800, lr:1.0e-04 ∣ avg_100 : 3.632532 ∣ l2loss : 3.382764 ∣ 
[  epoch 0004/0005] 2280/4800, lr:1.0e-04 ∣ avg_100 : 3.630730 ∣ l2loss : 3.419263 ∣ 
[  epoch 0004/0005] 2290/4800, lr:1.0e-04 ∣ avg_100 : 3.628546 ∣ l2loss : 3.468675 ∣ 
[  epoch 0004/0005] 2300/4800, lr:1.0e-04 ∣ avg_100 : 3.624559 ∣ l2loss : 3.333118 ∣ 
[  epoch 0004/0005] 2310/4800, lr:1.0e-04 ∣ avg_100 : 3.618559 ∣ l2loss : 3.299639 ∣ 
[  epoch 0004/0005] 2320/4800, lr:1.0e-04 ∣ avg_100 : 3.610889 ∣ l2loss : 3.269097 ∣ 
[  epoch 0004/0005] 2330/4800, lr:1.0e-04 ∣ avg_100 : 3.606223 ∣ l2loss : 3.431952 ∣ 
[  epoch 0004/0005] 2340/4800, lr:1.0e-04 ∣ avg_100 : 3.601516 ∣ l2loss : 3.524762 ∣ 
[  epoch 0004/0005] 2350/4800, lr:1.0e-04 ∣ avg_100 : 3.598380 ∣ l2loss : 3.416427 ∣ 
[  epoch 0004/0005] 2360/4800, lr:1.0e-04 ∣ avg_100 : 3.596901 ∣ l2loss : 3.699554 ∣ 
[  epoch 0004/0005] 2370/4800, lr:1.0e-04 ∣ avg_100 : 3.593364 ∣ l2loss : 3.321111 ∣ 
[  epoch 0004/0005] 2380/4800, lr:1.0e-04 ∣ avg_100 : 3.589552 ∣ l2loss : 3.330119 ∣ 
[  epoch 0004/0005] 2390/4800, lr:1.0e-04 ∣ avg_100 : 3.585001 ∣ l2loss : 3.185822 ∣ 
[  epoch 0004/0005] 2400/4800, lr:1.0e-04 ∣ avg_100 : 3.579342 ∣ l2loss : 3.274750 ∣ 
[  epoch 0004/0005] 2410/4800, lr:1.0e-04 ∣ avg_100 : 3.573996 ∣ l2loss : 3.298274 ∣ 
[  epoch 0004/0005] 2420/4800, lr:1.0e-04 ∣ avg_100 : 3.569745 ∣ l2loss : 3.274810 ∣ 
[  epoch 0004/0005] 2430/4800, lr:1.0e-04 ∣ avg_100 : 3.566642 ∣ l2loss : 3.483964 ∣ 
[  epoch 0004/0005] 2440/4800, lr:1.0e-04 ∣ avg_100 : 3.565287 ∣ l2loss : 3.430032 ∣ 
[  epoch 0004/0005] 2450/4800, lr:1.0e-04 ∣ avg_100 : 3.559251 ∣ l2loss : 3.284724 ∣ 
[  epoch 0004/0005] 2460/4800, lr:1.0e-04 ∣ avg_100 : 3.553817 ∣ l2loss : 3.259466 ∣ 
[  epoch 0004/0005] 2470/4800, lr:1.0e-04 ∣ avg_100 : 3.549018 ∣ l2loss : 3.189564 ∣ 
[  epoch 0004/0005] 2480/4800, lr:1.0e-04 ∣ avg_100 : 3.545962 ∣ l2loss : 3.338820 ∣ 
[  epoch 0004/0005] 2490/4800, lr:1.0e-04 ∣ avg_100 : 3.539012 ∣ l2loss : 3.173839 ∣ 
[  epoch 0004/0005] 2500/4800, lr:1.0e-04 ∣ avg_100 : 3.533237 ∣ l2loss : 3.299585 ∣ 
[  epoch 0004/0005] 2510/4800, lr:1.0e-04 ∣ avg_100 : 3.528957 ∣ l2loss : 3.223523 ∣ 
[  epoch 0004/0005] 2520/4800, lr:1.0e-04 ∣ avg_100 : 3.525071 ∣ l2loss : 3.281008 ∣ 
[  epoch 0004/0005] 2530/4800, lr:1.0e-04 ∣ avg_100 : 3.514820 ∣ l2loss : 3.115579 ∣ 
[  epoch 0004/0005] 2540/4800, lr:1.0e-04 ∣ avg_100 : 3.503411 ∣ l2loss : 3.443579 ∣ 
[  epoch 0004/0005] 2550/4800, lr:1.0e-04 ∣ avg_100 : 3.488637 ∣ l2loss : 3.121110 ∣ 
[  epoch 0004/0005] 2560/4800, lr:1.0e-04 ∣ avg_100 : 3.480385 ∣ l2loss : 3.367941 ∣ 
[  epoch 0004/0005] 2570/4800, lr:1.0e-04 ∣ avg_100 : 3.472972 ∣ l2loss : 3.199456 ∣ 
[  epoch 0004/0005] 2580/4800, lr:1.0e-04 ∣ avg_100 : 3.464513 ∣ l2loss : 3.209463 ∣ 
[  epoch 0004/0005] 2590/4800, lr:1.0e-04 ∣ avg_100 : 3.457249 ∣ l2loss : 3.105326 ∣ 
[  epoch 0004/0005] 2600/4800, lr:1.0e-04 ∣ avg_100 : 3.452143 ∣ l2loss : 3.109356 ∣ 
[  epoch 0004/0005] 2610/4800, lr:1.0e-04 ∣ avg_100 : 3.446199 ∣ l2loss : 3.235878 ∣ 
[  epoch 0004/0005] 2620/4800, lr:1.0e-04 ∣ avg_100 : 3.441782 ∣ l2loss : 3.157188 ∣ 
[  epoch 0004/0005] 2630/4800, lr:1.0e-04 ∣ avg_100 : 3.440411 ∣ l2loss : 3.477153 ∣ 
[  epoch 0004/0005] 2640/4800, lr:1.0e-04 ∣ avg_100 : 3.437124 ∣ l2loss : 3.172721 ∣ 
[  epoch 0004/0005] 2650/4800, lr:1.0e-04 ∣ avg_100 : 3.431409 ∣ l2loss : 3.160380 ∣ 
[  epoch 0004/0005] 2660/4800, lr:1.0e-04 ∣ avg_100 : 3.426318 ∣ l2loss : 3.166123 ∣ 
[  epoch 0004/0005] 2670/4800, lr:1.0e-04 ∣ avg_100 : 3.420385 ∣ l2loss : 3.263609 ∣ 
[  epoch 0004/0005] 2680/4800, lr:1.0e-04 ∣ avg_100 : 3.414596 ∣ l2loss : 3.069058 ∣ 
[  epoch 0004/0005] 2690/4800, lr:1.0e-04 ∣ avg_100 : 3.407749 ∣ l2loss : 3.170701 ∣ 
[  epoch 0004/0005] 2700/4800, lr:1.0e-04 ∣ avg_100 : 3.402904 ∣ l2loss : 3.032143 ∣ 
[  epoch 0004/0005] 2710/4800, lr:1.0e-04 ∣ avg_100 : 3.395859 ∣ l2loss : 3.106362 ∣ 
[  epoch 0004/0005] 2720/4800, lr:1.0e-04 ∣ avg_100 : 3.389466 ∣ l2loss : 2.963667 ∣ 
[  epoch 0004/0005] 2730/4800, lr:1.0e-04 ∣ avg_100 : 3.386189 ∣ l2loss : 3.166016 ∣ 
[  epoch 0004/0005] 2740/4800, lr:1.0e-04 ∣ avg_100 : 3.380396 ∣ l2loss : 3.119679 ∣ 
[  epoch 0004/0005] 2750/4800, lr:1.0e-04 ∣ avg_100 : 3.375313 ∣ l2loss : 3.070229 ∣ 
[  epoch 0004/0005] 2760/4800, lr:1.0e-04 ∣ avg_100 : 3.370861 ∣ l2loss : 3.215150 ∣ 
[  epoch 0004/0005] 2770/4800, lr:1.0e-04 ∣ avg_100 : 3.369392 ∣ l2loss : 3.441787 ∣ 
[  epoch 0004/0005] 2780/4800, lr:1.0e-04 ∣ avg_100 : 3.367008 ∣ l2loss : 3.232713 ∣ 
[  epoch 0004/0005] 2790/4800, lr:1.0e-04 ∣ avg_100 : 3.361938 ∣ l2loss : 3.137888 ∣ 
[  epoch 0004/0005] 2800/4800, lr:1.0e-04 ∣ avg_100 : 3.357357 ∣ l2loss : 3.057291 ∣ 
[  epoch 0004/0005] 2810/4800, lr:1.0e-04 ∣ avg_100 : 3.354064 ∣ l2loss : 3.244910 ∣ 
[  epoch 0004/0005] 2820/4800, lr:1.0e-04 ∣ avg_100 : 3.350906 ∣ l2loss : 3.219992 ∣ 
[  epoch 0004/0005] 2830/4800, lr:1.0e-04 ∣ avg_100 : 3.347698 ∣ l2loss : 3.171432 ∣ 
[  epoch 0004/0005] 2840/4800, lr:1.0e-04 ∣ avg_100 : 3.344091 ∣ l2loss : 3.238987 ∣ 
[  epoch 0004/0005] 2850/4800, lr:1.0e-04 ∣ avg_100 : 3.340690 ∣ l2loss : 3.144961 ∣ 
[  epoch 0004/0005] 2860/4800, lr:1.0e-04 ∣ avg_100 : 3.338056 ∣ l2loss : 3.159062 ∣ 
[  epoch 0004/0005] 2870/4800, lr:1.0e-04 ∣ avg_100 : 3.334604 ∣ l2loss : 3.067403 ∣ 
[  epoch 0004/0005] 2880/4800, lr:1.0e-04 ∣ avg_100 : 3.328115 ∣ l2loss : 2.905362 ∣ 
[  epoch 0004/0005] 2890/4800, lr:1.0e-04 ∣ avg_100 : 3.324974 ∣ l2loss : 3.104208 ∣ 
[  epoch 0004/0005] 2900/4800, lr:1.0e-04 ∣ avg_100 : 3.321191 ∣ l2loss : 3.287013 ∣ 
[  epoch 0004/0005] 2910/4800, lr:1.0e-04 ∣ avg_100 : 3.319416 ∣ l2loss : 3.547804 ∣ 
[  epoch 0004/0005] 2920/4800, lr:1.0e-04 ∣ avg_100 : 3.315325 ∣ l2loss : 3.127402 ∣ 
[  epoch 0004/0005] 2930/4800, lr:1.0e-04 ∣ avg_100 : 3.312063 ∣ l2loss : 3.167611 ∣ 
[  epoch 0004/0005] 2940/4800, lr:1.0e-04 ∣ avg_100 : 3.307446 ∣ l2loss : 2.994654 ∣ 
[  epoch 0004/0005] 2950/4800, lr:1.0e-04 ∣ avg_100 : 3.302868 ∣ l2loss : 3.023349 ∣ 
[  epoch 0004/0005] 2960/4800, lr:1.0e-04 ∣ avg_100 : 3.298961 ∣ l2loss : 3.112879 ∣ 
[  epoch 0004/0005] 2970/4800, lr:1.0e-04 ∣ avg_100 : 3.293873 ∣ l2loss : 2.979540 ∣ 
[  epoch 0004/0005] 2980/4800, lr:1.0e-04 ∣ avg_100 : 3.292002 ∣ l2loss : 3.255564 ∣ 
[  epoch 0004/0005] 2990/4800, lr:1.0e-04 ∣ avg_100 : 3.291386 ∣ l2loss : 3.248388 ∣ 
[  epoch 0004/0005] 3000/4800, lr:1.0e-04 ∣ avg_100 : 3.286752 ∣ l2loss : 3.187266 ∣ 
[  epoch 0004/0005] 3010/4800, lr:1.0e-04 ∣ avg_100 : 3.283902 ∣ l2loss : 3.035313 ∣ 
[  epoch 0004/0005] 3020/4800, lr:1.0e-04 ∣ avg_100 : 3.282140 ∣ l2loss : 3.233299 ∣ 
[  epoch 0004/0005] 3030/4800, lr:1.0e-04 ∣ avg_100 : 3.278932 ∣ l2loss : 2.983298 ∣ 
[  epoch 0004/0005] 3040/4800, lr:1.0e-04 ∣ avg_100 : 3.277878 ∣ l2loss : 3.165781 ∣ 
[  epoch 0004/0005] 3050/4800, lr:1.0e-04 ∣ avg_100 : 3.272462 ∣ l2loss : 2.935647 ∣ 
[  epoch 0004/0005] 3060/4800, lr:1.0e-04 ∣ avg_100 : 3.263723 ∣ l2loss : 2.926676 ∣ 
[  epoch 0004/0005] 3070/4800, lr:1.0e-04 ∣ avg_100 : 3.255865 ∣ l2loss : 2.875839 ∣ 
[  epoch 0004/0005] 3080/4800, lr:1.0e-04 ∣ avg_100 : 3.251126 ∣ l2loss : 3.118894 ∣ 
[  epoch 0004/0005] 3090/4800, lr:1.0e-04 ∣ avg_100 : 3.246561 ∣ l2loss : 3.053845 ∣ 
[  epoch 0004/0005] 3100/4800, lr:1.0e-04 ∣ avg_100 : 3.239809 ∣ l2loss : 2.986745 ∣ 
[  epoch 0004/0005] 3110/4800, lr:1.0e-04 ∣ avg_100 : 3.235601 ∣ l2loss : 2.977169 ∣ 
[  epoch 0004/0005] 3120/4800, lr:1.0e-04 ∣ avg_100 : 3.230341 ∣ l2loss : 3.017946 ∣ 
[  epoch 0004/0005] 3130/4800, lr:1.0e-04 ∣ avg_100 : 3.225298 ∣ l2loss : 2.890082 ∣ 
[  epoch 0004/0005] 3140/4800, lr:1.0e-04 ∣ avg_100 : 3.218785 ∣ l2loss : 2.893815 ∣ 
[  epoch 0004/0005] 3150/4800, lr:1.0e-04 ∣ avg_100 : 3.213959 ∣ l2loss : 3.006442 ∣ 
[  epoch 0004/0005] 3160/4800, lr:1.0e-04 ∣ avg_100 : 3.211383 ∣ l2loss : 2.957546 ∣ 
[  epoch 0004/0005] 3170/4800, lr:1.0e-04 ∣ avg_100 : 3.207702 ∣ l2loss : 3.038301 ∣ 
[  epoch 0004/0005] 3180/4800, lr:1.0e-04 ∣ avg_100 : 3.203051 ∣ l2loss : 2.842852 ∣ 
[  epoch 0004/0005] 3190/4800, lr:1.0e-04 ∣ avg_100 : 3.198796 ∣ l2loss : 2.875929 ∣ 
[  epoch 0004/0005] 3200/4800, lr:1.0e-04 ∣ avg_100 : 3.197191 ∣ l2loss : 3.049986 ∣ 
[  epoch 0004/0005] 3210/4800, lr:1.0e-04 ∣ avg_100 : 3.191092 ∣ l2loss : 2.889051 ∣ 
[  epoch 0004/0005] 3220/4800, lr:1.0e-04 ∣ avg_100 : 3.186549 ∣ l2loss : 2.943771 ∣ 
[  epoch 0004/0005] 3230/4800, lr:1.0e-04 ∣ avg_100 : 3.183866 ∣ l2loss : 3.142722 ∣ 
[  epoch 0004/0005] 3240/4800, lr:1.0e-04 ∣ avg_100 : 3.178479 ∣ l2loss : 2.841893 ∣ 
[  epoch 0004/0005] 3250/4800, lr:1.0e-04 ∣ avg_100 : 3.173710 ∣ l2loss : 2.972499 ∣ 
[  epoch 0004/0005] 3260/4800, lr:1.0e-04 ∣ avg_100 : 3.167235 ∣ l2loss : 2.898185 ∣ 
[  epoch 0004/0005] 3270/4800, lr:1.0e-04 ∣ avg_100 : 3.163572 ∣ l2loss : 3.016436 ∣ 
[  epoch 0004/0005] 3280/4800, lr:1.0e-04 ∣ avg_100 : 3.158554 ∣ l2loss : 2.917497 ∣ 
[  epoch 0004/0005] 3290/4800, lr:1.0e-04 ∣ avg_100 : 3.156584 ∣ l2loss : 3.271605 ∣ 
[  epoch 0004/0005] 3300/4800, lr:1.0e-04 ∣ avg_100 : 3.152631 ∣ l2loss : 2.937861 ∣ 
[  epoch 0004/0005] 3310/4800, lr:1.0e-04 ∣ avg_100 : 3.148792 ∣ l2loss : 2.915731 ∣ 
[  epoch 0004/0005] 3320/4800, lr:1.0e-04 ∣ avg_100 : 3.144934 ∣ l2loss : 2.883350 ∣ 
[  epoch 0004/0005] 3330/4800, lr:1.0e-04 ∣ avg_100 : 3.139378 ∣ l2loss : 2.876300 ∣ 
[  epoch 0004/0005] 3340/4800, lr:1.0e-04 ∣ avg_100 : 3.133352 ∣ l2loss : 2.922210 ∣ 
[  epoch 0004/0005] 3350/4800, lr:1.0e-04 ∣ avg_100 : 3.129099 ∣ l2loss : 2.991076 ∣ 
[  epoch 0004/0005] 3360/4800, lr:1.0e-04 ∣ avg_100 : 3.122082 ∣ l2loss : 2.997859 ∣ 
[  epoch 0004/0005] 3370/4800, lr:1.0e-04 ∣ avg_100 : 3.118111 ∣ l2loss : 2.924032 ∣ 
[  epoch 0004/0005] 3380/4800, lr:1.0e-04 ∣ avg_100 : 3.114819 ∣ l2loss : 3.000903 ∣ 
[  epoch 0004/0005] 3390/4800, lr:1.0e-04 ∣ avg_100 : 3.112777 ∣ l2loss : 2.981588 ∣ 
[  epoch 0004/0005] 3400/4800, lr:1.0e-04 ∣ avg_100 : 3.110507 ∣ l2loss : 3.047784 ∣ 
[  epoch 0004/0005] 3410/4800, lr:1.0e-04 ∣ avg_100 : 3.108110 ∣ l2loss : 3.058621 ∣ 
[  epoch 0004/0005] 3420/4800, lr:1.0e-04 ∣ avg_100 : 3.106680 ∣ l2loss : 3.131725 ∣ 
[  epoch 0004/0005] 3430/4800, lr:1.0e-04 ∣ avg_100 : 3.102239 ∣ l2loss : 3.039860 ∣ 
[  epoch 0004/0005] 3440/4800, lr:1.0e-04 ∣ avg_100 : 3.097252 ∣ l2loss : 2.931329 ∣ 
[  epoch 0004/0005] 3450/4800, lr:1.0e-04 ∣ avg_100 : 3.093641 ∣ l2loss : 2.923626 ∣ 
[  epoch 0004/0005] 3460/4800, lr:1.0e-04 ∣ avg_100 : 3.091127 ∣ l2loss : 3.008087 ∣ 
[  epoch 0004/0005] 3470/4800, lr:1.0e-04 ∣ avg_100 : 3.087542 ∣ l2loss : 2.831077 ∣ 
[  epoch 0004/0005] 3480/4800, lr:1.0e-04 ∣ avg_100 : 3.083740 ∣ l2loss : 2.958643 ∣ 
[  epoch 0004/0005] 3490/4800, lr:1.0e-04 ∣ avg_100 : 3.083055 ∣ l2loss : 3.105288 ∣ 
[  epoch 0004/0005] 3500/4800, lr:1.0e-04 ∣ avg_100 : 3.079332 ∣ l2loss : 2.927362 ∣ 
[  epoch 0004/0005] 3510/4800, lr:1.0e-04 ∣ avg_100 : 3.075877 ∣ l2loss : 2.877961 ∣ 
[  epoch 0004/0005] 3520/4800, lr:1.0e-04 ∣ avg_100 : 3.071983 ∣ l2loss : 2.891630 ∣ 
[  epoch 0004/0005] 3530/4800, lr:1.0e-04 ∣ avg_100 : 3.071275 ∣ l2loss : 3.044787 ∣ 
[  epoch 0004/0005] 3540/4800, lr:1.0e-04 ∣ avg_100 : 3.066553 ∣ l2loss : 2.971407 ∣ 
[  epoch 0004/0005] 3550/4800, lr:1.0e-04 ∣ avg_100 : 3.065518 ∣ l2loss : 3.017555 ∣ 
[  epoch 0004/0005] 3560/4800, lr:1.0e-04 ∣ avg_100 : 3.062545 ∣ l2loss : 3.070616 ∣ 
[  epoch 0004/0005] 3570/4800, lr:1.0e-04 ∣ avg_100 : 3.063440 ∣ l2loss : 3.288955 ∣ 
[  epoch 0004/0005] 3580/4800, lr:1.0e-04 ∣ avg_100 : 3.061145 ∣ l2loss : 2.980061 ∣ 
[  epoch 0004/0005] 3590/4800, lr:1.0e-04 ∣ avg_100 : 3.059959 ∣ l2loss : 2.986710 ∣ 
[  epoch 0004/0005] 3600/4800, lr:1.0e-04 ∣ avg_100 : 3.058891 ∣ l2loss : 3.002481 ∣ 
[  epoch 0004/0005] 3610/4800, lr:1.0e-04 ∣ avg_100 : 3.055642 ∣ l2loss : 2.910988 ∣ 
[  epoch 0004/0005] 3620/4800, lr:1.0e-04 ∣ avg_100 : 3.054042 ∣ l2loss : 2.997256 ∣ 
[  epoch 0004/0005] 3630/4800, lr:1.0e-04 ∣ avg_100 : 3.049420 ∣ l2loss : 3.014937 ∣ 
[  epoch 0004/0005] 3640/4800, lr:1.0e-04 ∣ avg_100 : 3.046245 ∣ l2loss : 2.855226 ∣ 
[  epoch 0004/0005] 3650/4800, lr:1.0e-04 ∣ avg_100 : 3.041529 ∣ l2loss : 2.688721 ∣ 
[  epoch 0004/0005] 3660/4800, lr:1.0e-04 ∣ avg_100 : 3.039001 ∣ l2loss : 2.913335 ∣ 
[  epoch 0004/0005] 3670/4800, lr:1.0e-04 ∣ avg_100 : 3.035990 ∣ l2loss : 2.962530 ∣ 
[  epoch 0004/0005] 3680/4800, lr:1.0e-04 ∣ avg_100 : 3.033377 ∣ l2loss : 2.807739 ∣ 
[  epoch 0004/0005] 3690/4800, lr:1.0e-04 ∣ avg_100 : 3.031755 ∣ l2loss : 3.008567 ∣ 
[  epoch 0004/0005] 3700/4800, lr:1.0e-04 ∣ avg_100 : 3.032230 ∣ l2loss : 3.079639 ∣ 
[  epoch 0004/0005] 3710/4800, lr:1.0e-04 ∣ avg_100 : 3.030689 ∣ l2loss : 2.952248 ∣ 
[  epoch 0004/0005] 3720/4800, lr:1.0e-04 ∣ avg_100 : 3.029539 ∣ l2loss : 2.848676 ∣ 
[  epoch 0004/0005] 3730/4800, lr:1.0e-04 ∣ avg_100 : 3.025993 ∣ l2loss : 2.811388 ∣ 
[  epoch 0004/0005] 3740/4800, lr:1.0e-04 ∣ avg_100 : 3.022835 ∣ l2loss : 2.803914 ∣ 
[  epoch 0004/0005] 3750/4800, lr:1.0e-04 ∣ avg_100 : 3.020599 ∣ l2loss : 2.846619 ∣ 
[  epoch 0004/0005] 3760/4800, lr:1.0e-04 ∣ avg_100 : 3.016830 ∣ l2loss : 2.838248 ∣ 
[  epoch 0004/0005] 3770/4800, lr:1.0e-04 ∣ avg_100 : 3.010495 ∣ l2loss : 2.808297 ∣ 
[  epoch 0004/0005] 3780/4800, lr:1.0e-04 ∣ avg_100 : 3.007225 ∣ l2loss : 2.905689 ∣ 
[  epoch 0004/0005] 3790/4800, lr:1.0e-04 ∣ avg_100 : 3.005891 ∣ l2loss : 3.004497 ∣ 
[  epoch 0004/0005] 3800/4800, lr:1.0e-04 ∣ avg_100 : 3.003618 ∣ l2loss : 2.829916 ∣ 
[  epoch 0004/0005] 3810/4800, lr:1.0e-04 ∣ avg_100 : 2.997986 ∣ l2loss : 2.681737 ∣ 
[  epoch 0004/0005] 3820/4800, lr:1.0e-04 ∣ avg_100 : 2.992832 ∣ l2loss : 2.704590 ∣ 
[  epoch 0004/0005] 3830/4800, lr:1.0e-04 ∣ avg_100 : 2.989213 ∣ l2loss : 2.809588 ∣ 
[  epoch 0004/0005] 3840/4800, lr:1.0e-04 ∣ avg_100 : 2.984735 ∣ l2loss : 2.791141 ∣ 
[  epoch 0004/0005] 3850/4800, lr:1.0e-04 ∣ avg_100 : 2.980458 ∣ l2loss : 2.717313 ∣ 
[  epoch 0004/0005] 3860/4800, lr:1.0e-04 ∣ avg_100 : 2.975643 ∣ l2loss : 2.677495 ∣ 
[  epoch 0004/0005] 3870/4800, lr:1.0e-04 ∣ avg_100 : 2.972601 ∣ l2loss : 2.763251 ∣ 
[  epoch 0004/0005] 3880/4800, lr:1.0e-04 ∣ avg_100 : 2.973121 ∣ l2loss : 2.957373 ∣ 
[  epoch 0004/0005] 3890/4800, lr:1.0e-04 ∣ avg_100 : 2.970386 ∣ l2loss : 2.830658 ∣ 
[  epoch 0004/0005] 3900/4800, lr:1.0e-04 ∣ avg_100 : 2.966680 ∣ l2loss : 2.916394 ∣ 
[  epoch 0004/0005] 3910/4800, lr:1.0e-04 ∣ avg_100 : 2.958958 ∣ l2loss : 2.775639 ∣ 
[  epoch 0004/0005] 3920/4800, lr:1.0e-04 ∣ avg_100 : 2.955583 ∣ l2loss : 2.789908 ∣ 
[  epoch 0004/0005] 3930/4800, lr:1.0e-04 ∣ avg_100 : 2.952054 ∣ l2loss : 2.814730 ∣ 
[  epoch 0004/0005] 3940/4800, lr:1.0e-04 ∣ avg_100 : 2.950199 ∣ l2loss : 2.809098 ∣ 
[  epoch 0004/0005] 3950/4800, lr:1.0e-04 ∣ avg_100 : 2.947175 ∣ l2loss : 2.720959 ∣ 
[  epoch 0004/0005] 3960/4800, lr:1.0e-04 ∣ avg_100 : 2.943659 ∣ l2loss : 2.761298 ∣ 
[  epoch 0004/0005] 3970/4800, lr:1.0e-04 ∣ avg_100 : 2.942031 ∣ l2loss : 2.816702 ∣ 
[  epoch 0004/0005] 3980/4800, lr:1.0e-04 ∣ avg_100 : 2.934621 ∣ l2loss : 2.514616 ∣ 
[  epoch 0004/0005] 3990/4800, lr:1.0e-04 ∣ avg_100 : 2.930645 ∣ l2loss : 2.850799 ∣ 
[  epoch 0004/0005] 4000/4800, lr:1.0e-04 ∣ avg_100 : 2.925693 ∣ l2loss : 2.692088 ∣ 
[  epoch 0004/0005] 4010/4800, lr:1.0e-04 ∣ avg_100 : 2.921958 ∣ l2loss : 2.661799 ∣ 
[  epoch 0004/0005] 4020/4800, lr:1.0e-04 ∣ avg_100 : 2.916865 ∣ l2loss : 2.723982 ∣ 
[  epoch 0004/0005] 4030/4800, lr:1.0e-04 ∣ avg_100 : 2.913853 ∣ l2loss : 2.682069 ∣ 
[  epoch 0004/0005] 4040/4800, lr:1.0e-04 ∣ avg_100 : 2.910050 ∣ l2loss : 2.785473 ∣ 
[  epoch 0004/0005] 4050/4800, lr:1.0e-04 ∣ avg_100 : 2.909024 ∣ l2loss : 2.833071 ∣ 
[  epoch 0004/0005] 4060/4800, lr:1.0e-04 ∣ avg_100 : 2.907542 ∣ l2loss : 2.778520 ∣ 
[  epoch 0004/0005] 4070/4800, lr:1.0e-04 ∣ avg_100 : 2.905339 ∣ l2loss : 2.655535 ∣ 
[  epoch 0004/0005] 4080/4800, lr:1.0e-04 ∣ avg_100 : 2.901143 ∣ l2loss : 2.699289 ∣ 
[  epoch 0004/0005] 4090/4800, lr:1.0e-04 ∣ avg_100 : 2.896692 ∣ l2loss : 2.608717 ∣ 
[  epoch 0004/0005] 4100/4800, lr:1.0e-04 ∣ avg_100 : 2.892369 ∣ l2loss : 2.554463 ∣ 
[  epoch 0004/0005] 4110/4800, lr:1.0e-04 ∣ avg_100 : 2.889413 ∣ l2loss : 2.681557 ∣ 
[  epoch 0004/0005] 4120/4800, lr:1.0e-04 ∣ avg_100 : 2.887847 ∣ l2loss : 2.861342 ∣ 
[  epoch 0004/0005] 4130/4800, lr:1.0e-04 ∣ avg_100 : 2.886562 ∣ l2loss : 2.761603 ∣ 
[  epoch 0004/0005] 4140/4800, lr:1.0e-04 ∣ avg_100 : 2.884373 ∣ l2loss : 2.674845 ∣ 
[  epoch 0004/0005] 4150/4800, lr:1.0e-04 ∣ avg_100 : 2.880260 ∣ l2loss : 2.595194 ∣ 
[  epoch 0004/0005] 4160/4800, lr:1.0e-04 ∣ avg_100 : 2.877928 ∣ l2loss : 2.724329 ∣ 
[  epoch 0004/0005] 4170/4800, lr:1.0e-04 ∣ avg_100 : 2.873905 ∣ l2loss : 2.636016 ∣ 
[  epoch 0004/0005] 4180/4800, lr:1.0e-04 ∣ avg_100 : 2.871796 ∣ l2loss : 2.631944 ∣ 
[  epoch 0004/0005] 4190/4800, lr:1.0e-04 ∣ avg_100 : 2.870838 ∣ l2loss : 2.780091 ∣ 
[  epoch 0004/0005] 4200/4800, lr:1.0e-04 ∣ avg_100 : 2.871834 ∣ l2loss : 3.149610 ∣ 
[  epoch 0004/0005] 4210/4800, lr:1.0e-04 ∣ avg_100 : 2.874704 ∣ l2loss : 3.176094 ∣ 
[  epoch 0004/0005] 4220/4800, lr:1.0e-04 ∣ avg_100 : 2.875423 ∣ l2loss : 3.015681 ∣ 
[  epoch 0004/0005] 4230/4800, lr:1.0e-04 ∣ avg_100 : 2.871630 ∣ l2loss : 2.763387 ∣ 
[  epoch 0004/0005] 4240/4800, lr:1.0e-04 ∣ avg_100 : 2.871912 ∣ l2loss : 2.870095 ∣ 
[  epoch 0004/0005] 4250/4800, lr:1.0e-04 ∣ avg_100 : 2.871242 ∣ l2loss : 2.905520 ∣ 
[  epoch 0004/0005] 4260/4800, lr:1.0e-04 ∣ avg_100 : 2.871030 ∣ l2loss : 2.876935 ∣ 
[  epoch 0004/0005] 4270/4800, lr:1.0e-04 ∣ avg_100 : 2.869236 ∣ l2loss : 2.837076 ∣ 
[  epoch 0004/0005] 4280/4800, lr:1.0e-04 ∣ avg_100 : 2.869941 ∣ l2loss : 2.987942 ∣ 
[  epoch 0004/0005] 4290/4800, lr:1.0e-04 ∣ avg_100 : 2.863991 ∣ l2loss : 2.676684 ∣ 
[  epoch 0004/0005] 4300/4800, lr:1.0e-04 ∣ avg_100 : 2.862391 ∣ l2loss : 2.777837 ∣ 
[  epoch 0004/0005] 4310/4800, lr:1.0e-04 ∣ avg_100 : 2.860274 ∣ l2loss : 2.704023 ∣ 
[  epoch 0004/0005] 4320/4800, lr:1.0e-04 ∣ avg_100 : 2.858734 ∣ l2loss : 2.729312 ∣ 
[  epoch 0004/0005] 4330/4800, lr:1.0e-04 ∣ avg_100 : 2.855177 ∣ l2loss : 2.520578 ∣ 
[  epoch 0004/0005] 4340/4800, lr:1.0e-04 ∣ avg_100 : 2.851934 ∣ l2loss : 2.597911 ∣ 
[  epoch 0004/0005] 4350/4800, lr:1.0e-04 ∣ avg_100 : 2.848667 ∣ l2loss : 2.664464 ∣ 
[  epoch 0004/0005] 4360/4800, lr:1.0e-04 ∣ avg_100 : 2.845399 ∣ l2loss : 2.671052 ∣ 
[  epoch 0004/0005] 4370/4800, lr:1.0e-04 ∣ avg_100 : 2.843660 ∣ l2loss : 2.750138 ∣ 
[  epoch 0004/0005] 4380/4800, lr:1.0e-04 ∣ avg_100 : 2.840680 ∣ l2loss : 2.702851 ∣ 
[  epoch 0004/0005] 4390/4800, lr:1.0e-04 ∣ avg_100 : 2.838260 ∣ l2loss : 2.739602 ∣ 
[  epoch 0004/0005] 4400/4800, lr:1.0e-04 ∣ avg_100 : 2.833762 ∣ l2loss : 2.597956 ∣ 
[  epoch 0004/0005] 4410/4800, lr:1.0e-04 ∣ avg_100 : 2.829590 ∣ l2loss : 2.641452 ∣ 
[  epoch 0004/0005] 4420/4800, lr:1.0e-04 ∣ avg_100 : 2.825020 ∣ l2loss : 2.674680 ∣ 
[  epoch 0004/0005] 4430/4800, lr:1.0e-04 ∣ avg_100 : 2.820872 ∣ l2loss : 2.625070 ∣ 
[  epoch 0004/0005] 4440/4800, lr:1.0e-04 ∣ avg_100 : 2.818646 ∣ l2loss : 2.708711 ∣ 
[  epoch 0004/0005] 4450/4800, lr:1.0e-04 ∣ avg_100 : 2.815955 ∣ l2loss : 2.654554 ∣ 
[  epoch 0004/0005] 4460/4800, lr:1.0e-04 ∣ avg_100 : 2.812549 ∣ l2loss : 2.667460 ∣ 
[  epoch 0004/0005] 4470/4800, lr:1.0e-04 ∣ avg_100 : 2.811735 ∣ l2loss : 2.749733 ∣ 
[  epoch 0004/0005] 4480/4800, lr:1.0e-04 ∣ avg_100 : 2.809359 ∣ l2loss : 2.721010 ∣ 
[  epoch 0004/0005] 4490/4800, lr:1.0e-04 ∣ avg_100 : 2.804684 ∣ l2loss : 2.637801 ∣ 
[  epoch 0004/0005] 4500/4800, lr:1.0e-04 ∣ avg_100 : 2.801159 ∣ l2loss : 2.574872 ∣ 
[  epoch 0004/0005] 4510/4800, lr:1.0e-04 ∣ avg_100 : 2.797913 ∣ l2loss : 2.553369 ∣ 
[  epoch 0004/0005] 4520/4800, lr:1.0e-04 ∣ avg_100 : 2.794491 ∣ l2loss : 2.549419 ∣ 
[  epoch 0004/0005] 4530/4800, lr:1.0e-04 ∣ avg_100 : 2.791003 ∣ l2loss : 2.695950 ∣ 
[  epoch 0004/0005] 4540/4800, lr:1.0e-04 ∣ avg_100 : 2.788446 ∣ l2loss : 2.715764 ∣ 
[  epoch 0004/0005] 4550/4800, lr:1.0e-04 ∣ avg_100 : 2.785055 ∣ l2loss : 2.678408 ∣ 
[  epoch 0004/0005] 4560/4800, lr:1.0e-04 ∣ avg_100 : 2.780413 ∣ l2loss : 2.606476 ∣ 
[  epoch 0004/0005] 4570/4800, lr:1.0e-04 ∣ avg_100 : 2.774071 ∣ l2loss : 2.654750 ∣ 
[  epoch 0004/0005] 4580/4800, lr:1.0e-04 ∣ avg_100 : 2.771725 ∣ l2loss : 2.745458 ∣ 
[  epoch 0004/0005] 4590/4800, lr:1.0e-04 ∣ avg_100 : 2.767059 ∣ l2loss : 2.520068 ∣ 
[  epoch 0004/0005] 4600/4800, lr:1.0e-04 ∣ avg_100 : 2.762707 ∣ l2loss : 2.567321 ∣ 
[  epoch 0004/0005] 4610/4800, lr:1.0e-04 ∣ avg_100 : 2.759214 ∣ l2loss : 2.561623 ∣ 
[  epoch 0004/0005] 4620/4800, lr:1.0e-04 ∣ avg_100 : 2.755319 ∣ l2loss : 2.607818 ∣ 
[  epoch 0004/0005] 4630/4800, lr:1.0e-04 ∣ avg_100 : 2.751149 ∣ l2loss : 2.597882 ∣ 
[  epoch 0004/0005] 4640/4800, lr:1.0e-04 ∣ avg_100 : 2.748502 ∣ l2loss : 2.590553 ∣ 
[  epoch 0004/0005] 4650/4800, lr:1.0e-04 ∣ avg_100 : 2.746865 ∣ l2loss : 2.525017 ∣ 
[  epoch 0004/0005] 4660/4800, lr:1.0e-04 ∣ avg_100 : 2.743422 ∣ l2loss : 2.569021 ∣ 
[  epoch 0004/0005] 4670/4800, lr:1.0e-04 ∣ avg_100 : 2.739945 ∣ l2loss : 2.614814 ∣ 
[  epoch 0004/0005] 4680/4800, lr:1.0e-04 ∣ avg_100 : 2.738605 ∣ l2loss : 2.673770 ∣ 
[  epoch 0004/0005] 4690/4800, lr:1.0e-04 ∣ avg_100 : 2.733635 ∣ l2loss : 2.511580 ∣ 
[  epoch 0004/0005] 4700/4800, lr:1.0e-04 ∣ avg_100 : 2.727725 ∣ l2loss : 2.488610 ∣ 
[  epoch 0004/0005] 4710/4800, lr:1.0e-04 ∣ avg_100 : 2.724817 ∣ l2loss : 2.661501 ∣ 
[  epoch 0004/0005] 4720/4800, lr:1.0e-04 ∣ avg_100 : 2.722742 ∣ l2loss : 2.641163 ∣ 
[  epoch 0004/0005] 4730/4800, lr:1.0e-04 ∣ avg_100 : 2.720463 ∣ l2loss : 2.583517 ∣ 
[  epoch 0004/0005] 4740/4800, lr:1.0e-04 ∣ avg_100 : 2.718131 ∣ l2loss : 2.570705 ∣ 
[  epoch 0004/0005] 4750/4800, lr:1.0e-04 ∣ avg_100 : 2.715414 ∣ l2loss : 2.574839 ∣ 
[  epoch 0004/0005] 4760/4800, lr:1.0e-04 ∣ avg_100 : 2.712718 ∣ l2loss : 2.568677 ∣ 
[  epoch 0004/0005] 4770/4800, lr:1.0e-04 ∣ avg_100 : 2.709585 ∣ l2loss : 2.495025 ∣ 
[  epoch 0004/0005] 4780/4800, lr:1.0e-04 ∣ avg_100 : 2.706463 ∣ l2loss : 2.593511 ∣ 
[  epoch 0004/0005] 4790/4800, lr:1.0e-04 ∣ avg_100 : 2.702379 ∣ l2loss : 2.596042 ∣ 
[  epoch 0004/0005] 4800/4800, lr:1.0e-04 ∣ avg_100 : 2.700353 ∣ l2loss : 2.627355 ∣ 
[    val 004    ] Done! PSNR : 34.09 dB, SSIM : 0.874otal: 1:58:41                  
[  epoch 0005/0005] 0010/4800, lr:1.0e-04 ∣ avg_100 : 2.699287 ∣ l2loss : 2.575100 ∣ 
[  epoch 0005/0005] 0020/4800, lr:1.0e-04 ∣ avg_100 : 2.698678 ∣ l2loss : 2.643673 ∣ 
[  epoch 0005/0005] 0030/4800, lr:1.0e-04 ∣ avg_100 : 2.696248 ∣ l2loss : 2.566584 ∣ 
[  epoch 0005/0005] 0040/4800, lr:1.0e-04 ∣ avg_100 : 2.694335 ∣ l2loss : 2.599845 ∣ 
[  epoch 0005/0005] 0050/4800, lr:1.0e-04 ∣ avg_100 : 2.692342 ∣ l2loss : 2.518083 ∣ 
[  epoch 0005/0005] 0060/4800, lr:1.0e-04 ∣ avg_100 : 2.691674 ∣ l2loss : 2.610678 ∣ 
[  epoch 0005/0005] 0070/4800, lr:1.0e-04 ∣ avg_100 : 2.688989 ∣ l2loss : 2.494747 ∣ 
[  epoch 0005/0005] 0080/4800, lr:1.0e-04 ∣ avg_100 : 2.686153 ∣ l2loss : 2.673797 ∣ 
[  epoch 0005/0005] 0090/4800, lr:1.0e-04 ∣ avg_100 : 2.683751 ∣ l2loss : 2.590406 ∣ 
[  epoch 0005/0005] 0100/4800, lr:1.0e-04 ∣ avg_100 : 2.680834 ∣ l2loss : 2.624739 ∣ 
[  epoch 0005/0005] 0110/4800, lr:1.0e-04 ∣ avg_100 : 2.679511 ∣ l2loss : 2.643330 ∣ 
[  epoch 0005/0005] 0120/4800, lr:1.0e-04 ∣ avg_100 : 2.677203 ∣ l2loss : 2.559132 ∣ 
[  epoch 0005/0005] 0130/4800, lr:1.0e-04 ∣ avg_100 : 2.673880 ∣ l2loss : 2.482348 ∣ 
[  epoch 0005/0005] 0140/4800, lr:1.0e-04 ∣ avg_100 : 2.671578 ∣ l2loss : 2.578920 ∣ 
[  epoch 0005/0005] 0150/4800, lr:1.0e-04 ∣ avg_100 : 2.671180 ∣ l2loss : 2.681164 ∣ 
[  epoch 0005/0005] 0160/4800, lr:1.0e-04 ∣ avg_100 : 2.671950 ∣ l2loss : 2.838278 ∣ 
[  epoch 0005/0005] 0170/4800, lr:1.0e-04 ∣ avg_100 : 2.671258 ∣ l2loss : 2.747566 ∣ 
[  epoch 0005/0005] 0180/4800, lr:1.0e-04 ∣ avg_100 : 2.672104 ∣ l2loss : 2.599152 ∣ 
[  epoch 0005/0005] 0190/4800, lr:1.0e-04 ∣ avg_100 : 2.669984 ∣ l2loss : 2.638819 ∣ 
[  epoch 0005/0005] 0200/4800, lr:1.0e-04 ∣ avg_100 : 2.669528 ∣ l2loss : 2.646469 ∣ 
[  epoch 0005/0005] 0210/4800, lr:1.0e-04 ∣ avg_100 : 2.669572 ∣ l2loss : 2.666192 ∣ 
[  epoch 0005/0005] 0220/4800, lr:1.0e-04 ∣ avg_100 : 2.668260 ∣ l2loss : 2.592787 ∣ 
[  epoch 0005/0005] 0230/4800, lr:1.0e-04 ∣ avg_100 : 2.667645 ∣ l2loss : 2.620610 ∣ 
[  epoch 0005/0005] 0240/4800, lr:1.0e-04 ∣ avg_100 : 2.665046 ∣ l2loss : 2.525595 ∣ 
[  epoch 0005/0005] 0250/4800, lr:1.0e-04 ∣ avg_100 : 2.662030 ∣ l2loss : 2.531435 ∣ 
[  epoch 0005/0005] 0260/4800, lr:1.0e-04 ∣ avg_100 : 2.660295 ∣ l2loss : 2.605038 ∣ 
[  epoch 0005/0005] 0270/4800, lr:1.0e-04 ∣ avg_100 : 2.658393 ∣ l2loss : 2.465288 ∣ 
[  epoch 0005/0005] 0280/4800, lr:1.0e-04 ∣ avg_100 : 2.655371 ∣ l2loss : 2.397152 ∣ 
[  epoch 0005/0005] 0290/4800, lr:1.0e-04 ∣ avg_100 : 2.653078 ∣ l2loss : 2.379442 ∣ 
[  epoch 0005/0005] 0300/4800, lr:1.0e-04 ∣ avg_100 : 2.651593 ∣ l2loss : 2.405941 ∣ 
[  epoch 0005/0005] 0310/4800, lr:1.0e-04 ∣ avg_100 : 2.650180 ∣ l2loss : 2.540262 ∣ 
[  epoch 0005/0005] 0320/4800, lr:1.0e-04 ∣ avg_100 : 2.646467 ∣ l2loss : 2.490052 ∣ 
[  epoch 0005/0005] 0330/4800, lr:1.0e-04 ∣ avg_100 : 2.645872 ∣ l2loss : 2.702047 ∣ 
[  epoch 0005/0005] 0340/4800, lr:1.0e-04 ∣ avg_100 : 2.647899 ∣ l2loss : 2.877508 ∣ 
[  epoch 0005/0005] 0350/4800, lr:1.0e-04 ∣ avg_100 : 2.648875 ∣ l2loss : 2.692891 ∣ 
[  epoch 0005/0005] 0360/4800, lr:1.0e-04 ∣ avg_100 : 2.647610 ∣ l2loss : 2.597801 ∣ 
[  epoch 0005/0005] 0370/4800, lr:1.0e-04 ∣ avg_100 : 2.645399 ∣ l2loss : 2.414862 ∣ 
[  epoch 0005/0005] 0380/4800, lr:1.0e-04 ∣ avg_100 : 2.643740 ∣ l2loss : 2.466095 ∣ 
[  epoch 0005/0005] 0390/4800, lr:1.0e-04 ∣ avg_100 : 2.640053 ∣ l2loss : 2.411331 ∣ 
[  epoch 0005/0005] 0400/4800, lr:1.0e-04 ∣ avg_100 : 2.632689 ∣ l2loss : 2.413287 ∣ 
[  epoch 0005/0005] 0410/4800, lr:1.0e-04 ∣ avg_100 : 2.625640 ∣ l2loss : 2.471168 ∣ 
[  epoch 0005/0005] 0420/4800, lr:1.0e-04 ∣ avg_100 : 2.621337 ∣ l2loss : 2.585388 ∣ 
[  epoch 0005/0005] 0430/4800, lr:1.0e-04 ∣ avg_100 : 2.619250 ∣ l2loss : 2.554720 ∣ 
[  epoch 0005/0005] 0440/4800, lr:1.0e-04 ∣ avg_100 : 2.615710 ∣ l2loss : 2.516013 ∣ 
[  epoch 0005/0005] 0450/4800, lr:1.0e-04 ∣ avg_100 : 2.612656 ∣ l2loss : 2.600172 ∣ 
[  epoch 0005/0005] 0460/4800, lr:1.0e-04 ∣ avg_100 : 2.608178 ∣ l2loss : 2.429145 ∣ 
[  epoch 0005/0005] 0470/4800, lr:1.0e-04 ∣ avg_100 : 2.605318 ∣ l2loss : 2.551082 ∣ 
[  epoch 0005/0005] 0480/4800, lr:1.0e-04 ∣ avg_100 : 2.600389 ∣ l2loss : 2.495011 ∣ 
[  epoch 0005/0005] 0490/4800, lr:1.0e-04 ∣ avg_100 : 2.598671 ∣ l2loss : 2.504903 ∣ 
[  epoch 0005/0005] 0500/4800, lr:1.0e-04 ∣ avg_100 : 2.595983 ∣ l2loss : 2.508981 ∣ 
[  epoch 0005/0005] 0510/4800, lr:1.0e-04 ∣ avg_100 : 2.592873 ∣ l2loss : 2.393066 ∣ 
[  epoch 0005/0005] 0520/4800, lr:1.0e-04 ∣ avg_100 : 2.590587 ∣ l2loss : 2.500655 ∣ 
[  epoch 0005/0005] 0530/4800, lr:1.0e-04 ∣ avg_100 : 2.589199 ∣ l2loss : 2.381827 ∣ 
[  epoch 0005/0005] 0540/4800, lr:1.0e-04 ∣ avg_100 : 2.585868 ∣ l2loss : 2.264840 ∣ 
[  epoch 0005/0005] 0550/4800, lr:1.0e-04 ∣ avg_100 : 2.582386 ∣ l2loss : 2.316275 ∣ 
[  epoch 0005/0005] 0560/4800, lr:1.0e-04 ∣ avg_100 : 2.579774 ∣ l2loss : 2.409847 ∣ 
[  epoch 0005/0005] 0570/4800, lr:1.0e-04 ∣ avg_100 : 2.576333 ∣ l2loss : 2.406039 ∣ 
[  epoch 0005/0005] 0580/4800, lr:1.0e-04 ∣ avg_100 : 2.572794 ∣ l2loss : 2.348924 ∣ 
[  epoch 0005/0005] 0590/4800, lr:1.0e-04 ∣ avg_100 : 2.568304 ∣ l2loss : 2.290606 ∣ 
[  epoch 0005/0005] 0600/4800, lr:1.0e-04 ∣ avg_100 : 2.567108 ∣ l2loss : 2.478294 ∣ 
[  epoch 0005/0005] 0610/4800, lr:1.0e-04 ∣ avg_100 : 2.564701 ∣ l2loss : 2.400839 ∣ 
[  epoch 0005/0005] 0620/4800, lr:1.0e-04 ∣ avg_100 : 2.562772 ∣ l2loss : 2.481752 ∣ 
[  epoch 0005/0005] 0630/4800, lr:1.0e-04 ∣ avg_100 : 2.560742 ∣ l2loss : 2.422077 ∣ 
[  epoch 0005/0005] 0640/4800, lr:1.0e-04 ∣ avg_100 : 2.557409 ∣ l2loss : 2.375358 ∣ 
[  epoch 0005/0005] 0650/4800, lr:1.0e-04 ∣ avg_100 : 2.554263 ∣ l2loss : 2.339982 ∣ 
[  epoch 0005/0005] 0660/4800, lr:1.0e-04 ∣ avg_100 : 2.551366 ∣ l2loss : 2.377730 ∣ 
[  epoch 0005/0005] 0670/4800, lr:1.0e-04 ∣ avg_100 : 2.547528 ∣ l2loss : 2.365987 ∣ 
[  epoch 0005/0005] 0680/4800, lr:1.0e-04 ∣ avg_100 : 2.543490 ∣ l2loss : 2.317151 ∣ 
[  epoch 0005/0005] 0690/4800, lr:1.0e-04 ∣ avg_100 : 2.541671 ∣ l2loss : 2.455981 ∣ 
[  epoch 0005/0005] 0700/4800, lr:1.0e-04 ∣ avg_100 : 2.540717 ∣ l2loss : 2.479459 ∣ 
[  epoch 0005/0005] 0710/4800, lr:1.0e-04 ∣ avg_100 : 2.539798 ∣ l2loss : 2.461493 ∣ 
[  epoch 0005/0005] 0720/4800, lr:1.0e-04 ∣ avg_100 : 2.538792 ∣ l2loss : 2.448751 ∣ 
[  epoch 0005/0005] 0730/4800, lr:1.0e-04 ∣ avg_100 : 2.535329 ∣ l2loss : 2.349644 ∣ 
[  epoch 0005/0005] 0740/4800, lr:1.0e-04 ∣ avg_100 : 2.534298 ∣ l2loss : 2.612643 ∣ 
[  epoch 0005/0005] 0750/4800, lr:1.0e-04 ∣ avg_100 : 2.532273 ∣ l2loss : 2.475939 ∣ 
[  epoch 0005/0005] 0760/4800, lr:1.0e-04 ∣ avg_100 : 2.530850 ∣ l2loss : 2.464202 ∣ 
[  epoch 0005/0005] 0770/4800, lr:1.0e-04 ∣ avg_100 : 2.528291 ∣ l2loss : 2.398799 ∣ 
[  epoch 0005/0005] 0780/4800, lr:1.0e-04 ∣ avg_100 : 2.526221 ∣ l2loss : 2.538496 ∣ 
[  epoch 0005/0005] 0790/4800, lr:1.0e-04 ∣ avg_100 : 2.525625 ∣ l2loss : 2.460493 ∣ 
[  epoch 0005/0005] 0800/4800, lr:1.0e-04 ∣ avg_100 : 2.523835 ∣ l2loss : 2.388275 ∣ 
[  epoch 0005/0005] 0810/4800, lr:1.0e-04 ∣ avg_100 : 2.522088 ∣ l2loss : 2.386936 ∣ 
[  epoch 0005/0005] 0820/4800, lr:1.0e-04 ∣ avg_100 : 2.518718 ∣ l2loss : 2.270814 ∣ 
[  epoch 0005/0005] 0830/4800, lr:1.0e-04 ∣ avg_100 : 2.517304 ∣ l2loss : 2.456513 ∣ 
[  epoch 0005/0005] 0840/4800, lr:1.0e-04 ∣ avg_100 : 2.515868 ∣ l2loss : 2.446896 ∣ 
[  epoch 0005/0005] 0850/4800, lr:1.0e-04 ∣ avg_100 : 2.514540 ∣ l2loss : 2.392301 ∣ 
[  epoch 0005/0005] 0860/4800, lr:1.0e-04 ∣ avg_100 : 2.513995 ∣ l2loss : 2.514504 ∣ 
[  epoch 0005/0005] 0870/4800, lr:1.0e-04 ∣ avg_100 : 2.513140 ∣ l2loss : 2.529335 ∣ 
[  epoch 0005/0005] 0880/4800, lr:1.0e-04 ∣ avg_100 : 2.509499 ∣ l2loss : 2.309654 ∣ 
[  epoch 0005/0005] 0890/4800, lr:1.0e-04 ∣ avg_100 : 2.507584 ∣ l2loss : 2.320045 ∣ 
[  epoch 0005/0005] 0900/4800, lr:1.0e-04 ∣ avg_100 : 2.506891 ∣ l2loss : 2.419273 ∣ 
[  epoch 0005/0005] 0910/4800, lr:1.0e-04 ∣ avg_100 : 2.503764 ∣ l2loss : 2.348820 ∣ 
[  epoch 0005/0005] 0920/4800, lr:1.0e-04 ∣ avg_100 : 2.501299 ∣ l2loss : 2.394650 ∣ 
[  epoch 0005/0005] 0930/4800, lr:1.0e-04 ∣ avg_100 : 2.499507 ∣ l2loss : 2.404338 ∣ 
[  epoch 0005/0005] 0940/4800, lr:1.0e-04 ∣ avg_100 : 2.497550 ∣ l2loss : 2.374981 ∣ 
[  epoch 0005/0005] 0950/4800, lr:1.0e-04 ∣ avg_100 : 2.495581 ∣ l2loss : 2.377955 ∣ 
[  epoch 0005/0005] 0960/4800, lr:1.0e-04 ∣ avg_100 : 2.492949 ∣ l2loss : 2.305523 ∣ 
[  epoch 0005/0005] 0970/4800, lr:1.0e-04 ∣ avg_100 : 2.491427 ∣ l2loss : 2.342840 ∣ 
[  epoch 0005/0005] 0980/4800, lr:1.0e-04 ∣ avg_100 : 2.489928 ∣ l2loss : 2.443606 ∣ 
[  epoch 0005/0005] 0990/4800, lr:1.0e-04 ∣ avg_100 : 2.486837 ∣ l2loss : 2.286869 ∣ 
[  epoch 0005/0005] 1000/4800, lr:1.0e-04 ∣ avg_100 : 2.483363 ∣ l2loss : 2.279977 ∣ 
[  epoch 0005/0005] 1010/4800, lr:1.0e-04 ∣ avg_100 : 2.480893 ∣ l2loss : 2.328147 ∣ 
[  epoch 0005/0005] 1020/4800, lr:1.0e-04 ∣ avg_100 : 2.478086 ∣ l2loss : 2.362920 ∣ 
[  epoch 0005/0005] 1030/4800, lr:1.0e-04 ∣ avg_100 : 2.476150 ∣ l2loss : 2.373045 ∣ 
[  epoch 0005/0005] 1040/4800, lr:1.0e-04 ∣ avg_100 : 2.472773 ∣ l2loss : 2.262086 ∣ 
[  epoch 0005/0005] 1050/4800, lr:1.0e-04 ∣ avg_100 : 2.469845 ∣ l2loss : 2.225261 ∣ 
[  epoch 0005/0005] 1060/4800, lr:1.0e-04 ∣ avg_100 : 2.467421 ∣ l2loss : 2.368342 ∣ 
[  epoch 0005/0005] 1070/4800, lr:1.0e-04 ∣ avg_100 : 2.465673 ∣ l2loss : 2.319880 ∣ 
[  epoch 0005/0005] 1080/4800, lr:1.0e-04 ∣ avg_100 : 2.462680 ∣ l2loss : 2.374516 ∣ 
[  epoch 0005/0005] 1090/4800, lr:1.0e-04 ∣ avg_100 : 2.458771 ∣ l2loss : 2.199523 ∣ 
[  epoch 0005/0005] 1100/4800, lr:1.0e-04 ∣ avg_100 : 2.455556 ∣ l2loss : 2.303272 ∣ 
[  epoch 0005/0005] 1110/4800, lr:1.0e-04 ∣ avg_100 : 2.452202 ∣ l2loss : 2.307899 ∣ 
[  epoch 0005/0005] 1120/4800, lr:1.0e-04 ∣ avg_100 : 2.448917 ∣ l2loss : 2.230608 ∣ 
[  epoch 0005/0005] 1130/4800, lr:1.0e-04 ∣ avg_100 : 2.446606 ∣ l2loss : 2.251284 ∣ 
[  epoch 0005/0005] 1140/4800, lr:1.0e-04 ∣ avg_100 : 2.442475 ∣ l2loss : 2.165829 ∣ 
[  epoch 0005/0005] 1150/4800, lr:1.0e-04 ∣ avg_100 : 2.437598 ∣ l2loss : 2.193421 ∣ 
[  epoch 0005/0005] 1160/4800, lr:1.0e-04 ∣ avg_100 : 2.431500 ∣ l2loss : 2.228498 ∣ 
[  epoch 0005/0005] 1170/4800, lr:1.0e-04 ∣ avg_100 : 2.425966 ∣ l2loss : 2.194202 ∣ 
[  epoch 0005/0005] 1180/4800, lr:1.0e-04 ∣ avg_100 : 2.422910 ∣ l2loss : 2.293512 ∣ 
[  epoch 0005/0005] 1190/4800, lr:1.0e-04 ∣ avg_100 : 2.419370 ∣ l2loss : 2.284816 ∣ 
[  epoch 0005/0005] 1200/4800, lr:1.0e-04 ∣ avg_100 : 2.416316 ∣ l2loss : 2.341055 ∣ 
[  epoch 0005/0005] 1210/4800, lr:1.0e-04 ∣ avg_100 : 2.412260 ∣ l2loss : 2.260641 ∣ 
[  epoch 0005/0005] 1220/4800, lr:1.0e-04 ∣ avg_100 : 2.408360 ∣ l2loss : 2.202764 ∣ 
[  epoch 0005/0005] 1230/4800, lr:1.0e-04 ∣ avg_100 : 2.405455 ∣ l2loss : 2.330126 ∣ 
[  epoch 0005/0005] 1240/4800, lr:1.0e-04 ∣ avg_100 : 2.405384 ∣ l2loss : 2.518484 ∣ 
[  epoch 0005/0005] 1250/4800, lr:1.0e-04 ∣ avg_100 : 2.404738 ∣ l2loss : 2.466877 ∣ 
[  epoch 0005/0005] 1260/4800, lr:1.0e-04 ∣ avg_100 : 2.401545 ∣ l2loss : 2.285663 ∣ 
[  epoch 0005/0005] 1270/4800, lr:1.0e-04 ∣ avg_100 : 2.401310 ∣ l2loss : 2.441852 ∣ 
[  epoch 0005/0005] 1280/4800, lr:1.0e-04 ∣ avg_100 : 2.400509 ∣ l2loss : 2.316990 ∣ 
[  epoch 0005/0005] 1290/4800, lr:1.0e-04 ∣ avg_100 : 2.399110 ∣ l2loss : 2.239582 ∣ 
[  epoch 0005/0005] 1300/4800, lr:1.0e-04 ∣ avg_100 : 2.397446 ∣ l2loss : 2.239508 ∣ 
[  epoch 0005/0005] 1310/4800, lr:1.0e-04 ∣ avg_100 : 2.394839 ∣ l2loss : 2.279634 ∣ 
[  epoch 0005/0005] 1320/4800, lr:1.0e-04 ∣ avg_100 : 2.393206 ∣ l2loss : 2.326704 ∣ 
[  epoch 0005/0005] 1330/4800, lr:1.0e-04 ∣ avg_100 : 2.388075 ∣ l2loss : 2.188934 ∣ 
[  epoch 0005/0005] 1340/4800, lr:1.0e-04 ∣ avg_100 : 2.382394 ∣ l2loss : 2.309380 ∣ 
[  epoch 0005/0005] 1350/4800, lr:1.0e-04 ∣ avg_100 : 2.377775 ∣ l2loss : 2.230996 ∣ 
[  epoch 0005/0005] 1360/4800, lr:1.0e-04 ∣ avg_100 : 2.374019 ∣ l2loss : 2.222242 ∣ 
[  epoch 0005/0005] 1370/4800, lr:1.0e-04 ∣ avg_100 : 2.371723 ∣ l2loss : 2.185297 ∣ 
[  epoch 0005/0005] 1380/4800, lr:1.0e-04 ∣ avg_100 : 2.373576 ∣ l2loss : 2.651392 ∣ 
[  epoch 0005/0005] 1390/4800, lr:1.0e-04 ∣ avg_100 : 2.372665 ∣ l2loss : 2.320214 ∣ 
[  epoch 0005/0005] 1400/4800, lr:1.0e-04 ∣ avg_100 : 2.370743 ∣ l2loss : 2.221089 ∣ 
[  epoch 0005/0005] 1410/4800, lr:1.0e-04 ∣ avg_100 : 2.369089 ∣ l2loss : 2.305714 ∣ 
[  epoch 0005/0005] 1420/4800, lr:1.0e-04 ∣ avg_100 : 2.365693 ∣ l2loss : 2.245854 ∣ 
[  epoch 0005/0005] 1430/4800, lr:1.0e-04 ∣ avg_100 : 2.362328 ∣ l2loss : 2.218183 ∣ 
[  epoch 0005/0005] 1440/4800, lr:1.0e-04 ∣ avg_100 : 2.358763 ∣ l2loss : 2.159477 ∣ 
[  epoch 0005/0005] 1450/4800, lr:1.0e-04 ∣ avg_100 : 2.354947 ∣ l2loss : 2.218613 ∣ 
[  epoch 0005/0005] 1460/4800, lr:1.0e-04 ∣ avg_100 : 2.354425 ∣ l2loss : 2.376956 ∣ 
[  epoch 0005/0005] 1470/4800, lr:1.0e-04 ∣ avg_100 : 2.352114 ∣ l2loss : 2.319983 ∣ 
[  epoch 0005/0005] 1480/4800, lr:1.0e-04 ∣ avg_100 : 2.350344 ∣ l2loss : 2.317979 ∣ 
[  epoch 0005/0005] 1490/4800, lr:1.0e-04 ∣ avg_100 : 2.348358 ∣ l2loss : 2.306283 ∣ 
[  epoch 0005/0005] 1500/4800, lr:1.0e-04 ∣ avg_100 : 2.347647 ∣ l2loss : 2.437906 ∣ 
[  epoch 0005/0005] 1510/4800, lr:1.0e-04 ∣ avg_100 : 2.348508 ∣ l2loss : 2.479222 ∣ 
[  epoch 0005/0005] 1520/4800, lr:1.0e-04 ∣ avg_100 : 2.347907 ∣ l2loss : 2.440555 ∣ 
[  epoch 0005/0005] 1530/4800, lr:1.0e-04 ∣ avg_100 : 2.346457 ∣ l2loss : 2.236814 ∣ 
[  epoch 0005/0005] 1540/4800, lr:1.0e-04 ∣ avg_100 : 2.346343 ∣ l2loss : 2.253405 ∣ 
[  epoch 0005/0005] 1550/4800, lr:1.0e-04 ∣ avg_100 : 2.346379 ∣ l2loss : 2.319907 ∣ 
[  epoch 0005/0005] 1560/4800, lr:1.0e-04 ∣ avg_100 : 2.346420 ∣ l2loss : 2.413940 ∣ 
[  epoch 0005/0005] 1570/4800, lr:1.0e-04 ∣ avg_100 : 2.344444 ∣ l2loss : 2.208379 ∣ 
[  epoch 0005/0005] 1580/4800, lr:1.0e-04 ∣ avg_100 : 2.344099 ∣ l2loss : 2.314503 ∣ 
[  epoch 0005/0005] 1590/4800, lr:1.0e-04 ∣ avg_100 : 2.343479 ∣ l2loss : 2.228568 ∣ 
[  epoch 0005/0005] 1600/4800, lr:1.0e-04 ∣ avg_100 : 2.341477 ∣ l2loss : 2.278105 ∣ 
[  epoch 0005/0005] 1610/4800, lr:1.0e-04 ∣ avg_100 : 2.339846 ∣ l2loss : 2.237709 ∣ 
[  epoch 0005/0005] 1620/4800, lr:1.0e-04 ∣ avg_100 : 2.337473 ∣ l2loss : 2.244445 ∣ 
[  epoch 0005/0005] 1630/4800, lr:1.0e-04 ∣ avg_100 : 2.334804 ∣ l2loss : 2.155235 ∣ 
[  epoch 0005/0005] 1640/4800, lr:1.0e-04 ∣ avg_100 : 2.333352 ∣ l2loss : 2.230095 ∣ 
[  epoch 0005/0005] 1650/4800, lr:1.0e-04 ∣ avg_100 : 2.331260 ∣ l2loss : 2.130861 ∣ 
[  epoch 0005/0005] 1660/4800, lr:1.0e-04 ∣ avg_100 : 2.331778 ∣ l2loss : 2.429492 ∣ 
[  epoch 0005/0005] 1670/4800, lr:1.0e-04 ∣ avg_100 : 2.330470 ∣ l2loss : 2.235198 ∣ 
[  epoch 0005/0005] 1680/4800, lr:1.0e-04 ∣ avg_100 : 2.329911 ∣ l2loss : 2.261234 ∣ 
[  epoch 0005/0005] 1690/4800, lr:1.0e-04 ∣ avg_100 : 2.328482 ∣ l2loss : 2.313097 ∣ 
[  epoch 0005/0005] 1700/4800, lr:1.0e-04 ∣ avg_100 : 2.326358 ∣ l2loss : 2.267082 ∣ 
[  epoch 0005/0005] 1710/4800, lr:1.0e-04 ∣ avg_100 : 2.322878 ∣ l2loss : 2.113480 ∣ 
[  epoch 0005/0005] 1720/4800, lr:1.0e-04 ∣ avg_100 : 2.320720 ∣ l2loss : 2.232962 ∣ 
[  epoch 0005/0005] 1730/4800, lr:1.0e-04 ∣ avg_100 : 2.319017 ∣ l2loss : 2.179283 ∣ 
[  epoch 0005/0005] 1740/4800, lr:1.0e-04 ∣ avg_100 : 2.314439 ∣ l2loss : 2.154901 ∣ 
[  epoch 0005/0005] 1750/4800, lr:1.0e-04 ∣ avg_100 : 2.311673 ∣ l2loss : 2.199331 ∣ 
[  epoch 0005/0005] 1760/4800, lr:1.0e-04 ∣ avg_100 : 2.309970 ∣ l2loss : 2.293894 ∣ 
[  epoch 0005/0005] 1770/4800, lr:1.0e-04 ∣ avg_100 : 2.309885 ∣ l2loss : 2.390260 ∣ 
[  epoch 0005/0005] 1780/4800, lr:1.0e-04 ∣ avg_100 : 2.306370 ∣ l2loss : 2.186971 ∣ 
[  epoch 0005/0005] 1790/4800, lr:1.0e-04 ∣ avg_100 : 2.303262 ∣ l2loss : 2.149743 ∣ 
[  epoch 0005/0005] 1800/4800, lr:1.0e-04 ∣ avg_100 : 2.301366 ∣ l2loss : 2.198709 ∣ 
[  epoch 0005/0005] 1810/4800, lr:1.0e-04 ∣ avg_100 : 2.298920 ∣ l2loss : 2.142290 ∣ 
[  epoch 0005/0005] 1820/4800, lr:1.0e-04 ∣ avg_100 : 2.298338 ∣ l2loss : 2.212626 ∣ 
[  epoch 0005/0005] 1830/4800, lr:1.0e-04 ∣ avg_100 : 2.296614 ∣ l2loss : 2.284067 ∣ 
[  epoch 0005/0005] 1840/4800, lr:1.0e-04 ∣ avg_100 : 2.294221 ∣ l2loss : 2.207589 ∣ 
[  epoch 0005/0005] 1850/4800, lr:1.0e-04 ∣ avg_100 : 2.292208 ∣ l2loss : 2.191060 ∣ 
[  epoch 0005/0005] 1860/4800, lr:1.0e-04 ∣ avg_100 : 2.288249 ∣ l2loss : 2.118640 ∣ 
[  epoch 0005/0005] 1870/4800, lr:1.0e-04 ∣ avg_100 : 2.285526 ∣ l2loss : 2.256948 ∣ 
[  epoch 0005/0005] 1880/4800, lr:1.0e-04 ∣ avg_100 : 2.283355 ∣ l2loss : 2.092645 ∣ 
[  epoch 0005/0005] 1890/4800, lr:1.0e-04 ∣ avg_100 : 2.283349 ∣ l2loss : 2.319348 ∣ 
[  epoch 0005/0005] 1900/4800, lr:1.0e-04 ∣ avg_100 : 2.281317 ∣ l2loss : 2.216084 ∣ 
[  epoch 0005/0005] 1910/4800, lr:1.0e-04 ∣ avg_100 : 2.279239 ∣ l2loss : 2.141015 ∣ 
[  epoch 0005/0005] 1920/4800, lr:1.0e-04 ∣ avg_100 : 2.276223 ∣ l2loss : 2.093091 ∣ 
[  epoch 0005/0005] 1930/4800, lr:1.0e-04 ∣ avg_100 : 2.274156 ∣ l2loss : 2.197609 ∣ 
[  epoch 0005/0005] 1940/4800, lr:1.0e-04 ∣ avg_100 : 2.271870 ∣ l2loss : 2.146453 ∣ 
[  epoch 0005/0005] 1950/4800, lr:1.0e-04 ∣ avg_100 : 2.269383 ∣ l2loss : 2.129221 ∣ 
[  epoch 0005/0005] 1960/4800, lr:1.0e-04 ∣ avg_100 : 2.267811 ∣ l2loss : 2.148327 ∣ 
[  epoch 0005/0005] 1970/4800, lr:1.0e-04 ∣ avg_100 : 2.267060 ∣ l2loss : 2.267757 ∣ 
[  epoch 0005/0005] 1980/4800, lr:1.0e-04 ∣ avg_100 : 2.264655 ∣ l2loss : 2.203032 ∣ 
[  epoch 0005/0005] 1990/4800, lr:1.0e-04 ∣ avg_100 : 2.263056 ∣ l2loss : 2.127056 ∣ 
[  epoch 0005/0005] 2000/4800, lr:1.0e-04 ∣ avg_100 : 2.262333 ∣ l2loss : 2.207654 ∣ 
[  epoch 0005/0005] 2010/4800, lr:1.0e-04 ∣ avg_100 : 2.261110 ∣ l2loss : 2.205833 ∣ 
[  epoch 0005/0005] 2020/4800, lr:1.0e-04 ∣ avg_100 : 2.258949 ∣ l2loss : 2.146776 ∣ 
[  epoch 0005/0005] 2030/4800, lr:1.0e-04 ∣ avg_100 : 2.255528 ∣ l2loss : 2.030972 ∣ 
[  epoch 0005/0005] 2040/4800, lr:1.0e-04 ∣ avg_100 : 2.254030 ∣ l2loss : 2.112267 ∣ 
[  epoch 0005/0005] 2050/4800, lr:1.0e-04 ∣ avg_100 : 2.252359 ∣ l2loss : 2.058195 ∣ 
[  epoch 0005/0005] 2060/4800, lr:1.0e-04 ∣ avg_100 : 2.249990 ∣ l2loss : 2.131410 ∣ 
[  epoch 0005/0005] 2070/4800, lr:1.0e-04 ∣ avg_100 : 2.247871 ∣ l2loss : 2.108034 ∣ 
[  epoch 0005/0005] 2080/4800, lr:1.0e-04 ∣ avg_100 : 2.244832 ∣ l2loss : 2.070554 ∣ 
[  epoch 0005/0005] 2090/4800, lr:1.0e-04 ∣ avg_100 : 2.251862 ∣ l2loss : 2.902541 ∣ 
[  epoch 0005/0005] 2100/4800, lr:1.0e-04 ∣ avg_100 : 2.258783 ∣ l2loss : 2.995410 ∣ 
[  epoch 0005/0005] 2110/4800, lr:1.0e-04 ∣ avg_100 : 2.261246 ∣ l2loss : 2.554214 ∣ 
[  epoch 0005/0005] 2120/4800, lr:1.0e-04 ∣ avg_100 : 2.262038 ∣ l2loss : 2.309817 ∣ 
[  epoch 0005/0005] 2130/4800, lr:1.0e-04 ∣ avg_100 : 2.262531 ∣ l2loss : 2.300556 ∣ 
[  epoch 0005/0005] 2140/4800, lr:1.0e-04 ∣ avg_100 : 2.262798 ∣ l2loss : 2.192522 ∣ 
[  epoch 0005/0005] 2150/4800, lr:1.0e-04 ∣ avg_100 : 2.264154 ∣ l2loss : 2.328968 ∣ 
[  epoch 0005/0005] 2160/4800, lr:1.0e-04 ∣ avg_100 : 2.265403 ∣ l2loss : 2.353416 ∣ 
[  epoch 0005/0005] 2170/4800, lr:1.0e-04 ∣ avg_100 : 2.265735 ∣ l2loss : 2.227388 ∣ 
[  epoch 0005/0005] 2180/4800, lr:1.0e-04 ∣ avg_100 : 2.265730 ∣ l2loss : 2.293021 ∣ 
[  epoch 0005/0005] 2190/4800, lr:1.0e-04 ∣ avg_100 : 2.264621 ∣ l2loss : 2.173938 ∣ 
[  epoch 0005/0005] 2200/4800, lr:1.0e-04 ∣ avg_100 : 2.263129 ∣ l2loss : 2.191884 ∣ 
[  epoch 0005/0005] 2210/4800, lr:1.0e-04 ∣ avg_100 : 2.262624 ∣ l2loss : 2.210124 ∣ 
[  epoch 0005/0005] 2220/4800, lr:1.0e-04 ∣ avg_100 : 2.261275 ∣ l2loss : 2.067875 ∣ 
[  epoch 0005/0005] 2230/4800, lr:1.0e-04 ∣ avg_100 : 2.260088 ∣ l2loss : 2.211442 ∣ 
[  epoch 0005/0005] 2240/4800, lr:1.0e-04 ∣ avg_100 : 2.256949 ∣ l2loss : 2.204591 ∣ 
[  epoch 0005/0005] 2250/4800, lr:1.0e-04 ∣ avg_100 : 2.254226 ∣ l2loss : 2.194581 ∣ 
[  epoch 0005/0005] 2260/4800, lr:1.0e-04 ∣ avg_100 : 2.253100 ∣ l2loss : 2.173010 ∣ 
[  epoch 0005/0005] 2270/4800, lr:1.0e-04 ∣ avg_100 : 2.249955 ∣ l2loss : 2.127340 ∣ 
[  epoch 0005/0005] 2280/4800, lr:1.0e-04 ∣ avg_100 : 2.249334 ∣ l2loss : 2.254933 ∣ 
[  epoch 0005/0005] 2290/4800, lr:1.0e-04 ∣ avg_100 : 2.247881 ∣ l2loss : 2.094218 ∣ 
[  epoch 0005/0005] 2300/4800, lr:1.0e-04 ∣ avg_100 : 2.246621 ∣ l2loss : 2.113517 ∣ 
[  epoch 0005/0005] 2310/4800, lr:1.0e-04 ∣ avg_100 : 2.245861 ∣ l2loss : 2.203686 ∣ 
[  epoch 0005/0005] 2320/4800, lr:1.0e-04 ∣ avg_100 : 2.244074 ∣ l2loss : 2.148021 ∣ 
[  epoch 0005/0005] 2330/4800, lr:1.0e-04 ∣ avg_100 : 2.242785 ∣ l2loss : 2.060046 ∣ 
[  epoch 0005/0005] 2340/4800, lr:1.0e-04 ∣ avg_100 : 2.242118 ∣ l2loss : 2.242654 ∣ 
[  epoch 0005/0005] 2350/4800, lr:1.0e-04 ∣ avg_100 : 2.241423 ∣ l2loss : 2.161453 ∣ 
[  epoch 0005/0005] 2360/4800, lr:1.0e-04 ∣ avg_100 : 2.241518 ∣ l2loss : 2.231716 ∣ 
[  epoch 0005/0005] 2370/4800, lr:1.0e-04 ∣ avg_100 : 2.242557 ∣ l2loss : 2.289225 ∣ 
[  epoch 0005/0005] 2380/4800, lr:1.0e-04 ∣ avg_100 : 2.238407 ∣ l2loss : 2.236369 ∣ 
[  epoch 0005/0005] 2390/4800, lr:1.0e-04 ∣ avg_100 : 2.236519 ∣ l2loss : 2.131494 ∣ 
[  epoch 0005/0005] 2400/4800, lr:1.0e-04 ∣ avg_100 : 2.236052 ∣ l2loss : 2.174328 ∣ 
[  epoch 0005/0005] 2410/4800, lr:1.0e-04 ∣ avg_100 : 2.233690 ∣ l2loss : 2.069578 ∣ 
[  epoch 0005/0005] 2420/4800, lr:1.0e-04 ∣ avg_100 : 2.232531 ∣ l2loss : 2.129940 ∣ 
[  epoch 0005/0005] 2430/4800, lr:1.0e-04 ∣ avg_100 : 2.231439 ∣ l2loss : 2.108976 ∣ 
[  epoch 0005/0005] 2440/4800, lr:1.0e-04 ∣ avg_100 : 2.230274 ∣ l2loss : 2.043001 ∣ 
[  epoch 0005/0005] 2450/4800, lr:1.0e-04 ∣ avg_100 : 2.228583 ∣ l2loss : 2.049499 ∣ 
[  epoch 0005/0005] 2460/4800, lr:1.0e-04 ∣ avg_100 : 2.225091 ∣ l2loss : 2.027772 ∣ 
[  epoch 0005/0005] 2470/4800, lr:1.0e-04 ∣ avg_100 : 2.222931 ∣ l2loss : 2.103974 ∣ 
[  epoch 0005/0005] 2480/4800, lr:1.0e-04 ∣ avg_100 : 2.220389 ∣ l2loss : 2.063753 ∣ 
[  epoch 0005/0005] 2490/4800, lr:1.0e-04 ∣ avg_100 : 2.218746 ∣ l2loss : 2.141968 ∣ 
[  epoch 0005/0005] 2500/4800, lr:1.0e-04 ∣ avg_100 : 2.214481 ∣ l2loss : 2.011437 ∣ 
[  epoch 0005/0005] 2510/4800, lr:1.0e-04 ∣ avg_100 : 2.209442 ∣ l2loss : 1.975304 ∣ 
[  epoch 0005/0005] 2520/4800, lr:1.0e-04 ∣ avg_100 : 2.205413 ∣ l2loss : 2.037625 ∣ 
[  epoch 0005/0005] 2530/4800, lr:1.0e-04 ∣ avg_100 : 2.204514 ∣ l2loss : 2.146966 ∣ 
[  epoch 0005/0005] 2540/4800, lr:1.0e-04 ∣ avg_100 : 2.202492 ∣ l2loss : 2.051129 ∣ 
[  epoch 0005/0005] 2550/4800, lr:1.0e-04 ∣ avg_100 : 2.198550 ∣ l2loss : 1.925752 ∣ 
[  epoch 0005/0005] 2560/4800, lr:1.0e-04 ∣ avg_100 : 2.194759 ∣ l2loss : 2.034851 ∣ 
[  epoch 0005/0005] 2570/4800, lr:1.0e-04 ∣ avg_100 : 2.193209 ∣ l2loss : 2.053360 ∣ 
[  epoch 0005/0005] 2580/4800, lr:1.0e-04 ∣ avg_100 : 2.190848 ∣ l2loss : 2.078405 ∣ 
[  epoch 0005/0005] 2590/4800, lr:1.0e-04 ∣ avg_100 : 2.189869 ∣ l2loss : 2.130669 ∣ 
[  epoch 0005/0005] 2600/4800, lr:1.0e-04 ∣ avg_100 : 2.187998 ∣ l2loss : 2.091004 ∣ 
[  epoch 0005/0005] 2610/4800, lr:1.0e-04 ∣ avg_100 : 2.185743 ∣ l2loss : 2.012247 ∣ 
[  epoch 0005/0005] 2620/4800, lr:1.0e-04 ∣ avg_100 : 2.182828 ∣ l2loss : 1.952957 ∣ 
[  epoch 0005/0005] 2630/4800, lr:1.0e-04 ∣ avg_100 : 2.181233 ∣ l2loss : 1.995645 ∣ 
[  epoch 0005/0005] 2640/4800, lr:1.0e-04 ∣ avg_100 : 2.179892 ∣ l2loss : 2.096018 ∣ 
[  epoch 0005/0005] 2650/4800, lr:1.0e-04 ∣ avg_100 : 2.178585 ∣ l2loss : 2.000186 ∣ 
[  epoch 0005/0005] 2660/4800, lr:1.0e-04 ∣ avg_100 : 2.175422 ∣ l2loss : 2.113172 ∣ 
[  epoch 0005/0005] 2670/4800, lr:1.0e-04 ∣ avg_100 : 2.174518 ∣ l2loss : 2.144863 ∣ 
[  epoch 0005/0005] 2680/4800, lr:1.0e-04 ∣ avg_100 : 2.171906 ∣ l2loss : 2.000010 ∣ 
[  epoch 0005/0005] 2690/4800, lr:1.0e-04 ∣ avg_100 : 2.168876 ∣ l2loss : 2.010050 ∣ 
[  epoch 0005/0005] 2700/4800, lr:1.0e-04 ∣ avg_100 : 2.167421 ∣ l2loss : 2.121631 ∣ 
[  epoch 0005/0005] 2710/4800, lr:1.0e-04 ∣ avg_100 : 2.167129 ∣ l2loss : 2.084300 ∣ 
[  epoch 0005/0005] 2720/4800, lr:1.0e-04 ∣ avg_100 : 2.166053 ∣ l2loss : 2.125301 ∣ 
[  epoch 0005/0005] 2730/4800, lr:1.0e-04 ∣ avg_100 : 2.165771 ∣ l2loss : 2.151073 ∣ 
[  epoch 0005/0005] 2740/4800, lr:1.0e-04 ∣ avg_100 : 2.165104 ∣ l2loss : 2.088255 ∣ 
[  epoch 0005/0005] 2750/4800, lr:1.0e-04 ∣ avg_100 : 2.163807 ∣ l2loss : 2.069589 ∣ 
[  epoch 0005/0005] 2760/4800, lr:1.0e-04 ∣ avg_100 : 2.161504 ∣ l2loss : 2.063617 ∣ 
[  epoch 0005/0005] 2770/4800, lr:1.0e-04 ∣ avg_100 : 2.158795 ∣ l2loss : 2.119362 ∣ 
[  epoch 0005/0005] 2780/4800, lr:1.0e-04 ∣ avg_100 : 2.157305 ∣ l2loss : 2.037928 ∣ 
[  epoch 0005/0005] 2790/4800, lr:1.0e-04 ∣ avg_100 : 2.156742 ∣ l2loss : 2.093507 ∣ 
[  epoch 0005/0005] 2800/4800, lr:1.0e-04 ∣ avg_100 : 2.154380 ∣ l2loss : 1.962505 ∣ 
[  epoch 0005/0005] 2810/4800, lr:1.0e-04 ∣ avg_100 : 2.152476 ∣ l2loss : 1.951813 ∣ 
[  epoch 0005/0005] 2820/4800, lr:1.0e-04 ∣ avg_100 : 2.149418 ∣ l2loss : 1.906878 ∣ 
[  epoch 0005/0005] 2830/4800, lr:1.0e-04 ∣ avg_100 : 2.146626 ∣ l2loss : 2.004815 ∣ 
[  epoch 0005/0005] 2840/4800, lr:1.0e-04 ∣ avg_100 : 2.145068 ∣ l2loss : 2.051833 ∣ 
[  epoch 0005/0005] 2850/4800, lr:1.0e-04 ∣ avg_100 : 2.142849 ∣ l2loss : 1.969171 ∣ 
[  epoch 0005/0005] 2860/4800, lr:1.0e-04 ∣ avg_100 : 2.142625 ∣ l2loss : 2.096233 ∣ 
[  epoch 0005/0005] 2870/4800, lr:1.0e-04 ∣ avg_100 : 2.140798 ∣ l2loss : 2.074281 ∣ 
[  epoch 0005/0005] 2880/4800, lr:1.0e-04 ∣ avg_100 : 2.140430 ∣ l2loss : 2.055807 ∣ 
[  epoch 0005/0005] 2890/4800, lr:1.0e-04 ∣ avg_100 : 2.136453 ∣ l2loss : 1.921694 ∣ 
[  epoch 0005/0005] 2900/4800, lr:1.0e-04 ∣ avg_100 : 2.133121 ∣ l2loss : 1.882882 ∣ 
[  epoch 0005/0005] 2910/4800, lr:1.0e-04 ∣ avg_100 : 2.131837 ∣ l2loss : 2.012575 ∣ 
[  epoch 0005/0005] 2920/4800, lr:1.0e-04 ∣ avg_100 : 2.132149 ∣ l2loss : 2.124308 ∣ 
[  epoch 0005/0005] 2930/4800, lr:1.0e-04 ∣ avg_100 : 2.130222 ∣ l2loss : 2.004839 ∣ 
[  epoch 0005/0005] 2940/4800, lr:1.0e-04 ∣ avg_100 : 2.129026 ∣ l2loss : 2.026873 ∣ 
[  epoch 0005/0005] 2950/4800, lr:1.0e-04 ∣ avg_100 : 2.128200 ∣ l2loss : 2.046645 ∣ 
[  epoch 0005/0005] 2960/4800, lr:1.0e-04 ∣ avg_100 : 2.127879 ∣ l2loss : 2.116211 ∣ 
[  epoch 0005/0005] 2970/4800, lr:1.0e-04 ∣ avg_100 : 2.125164 ∣ l2loss : 1.996238 ∣ 
[  epoch 0005/0005] 2980/4800, lr:1.0e-04 ∣ avg_100 : 2.123799 ∣ l2loss : 2.066586 ∣ 
[  epoch 0005/0005] 2990/4800, lr:1.0e-04 ∣ avg_100 : 2.122475 ∣ l2loss : 1.994600 ∣ 
[  epoch 0005/0005] 3000/4800, lr:1.0e-04 ∣ avg_100 : 2.120358 ∣ l2loss : 1.995979 ∣ 
[  epoch 0005/0005] 3010/4800, lr:1.0e-04 ∣ avg_100 : 2.119199 ∣ l2loss : 2.089915 ∣ 
[  epoch 0005/0005] 3020/4800, lr:1.0e-04 ∣ avg_100 : 2.118456 ∣ l2loss : 2.072514 ∣ 
[  epoch 0005/0005] 3030/4800, lr:1.0e-04 ∣ avg_100 : 2.117922 ∣ l2loss : 1.977580 ∣ 
[  epoch 0005/0005] 3040/4800, lr:1.0e-04 ∣ avg_100 : 2.117521 ∣ l2loss : 2.072185 ∣ 
[  epoch 0005/0005] 3050/4800, lr:1.0e-04 ∣ avg_100 : 2.116169 ∣ l2loss : 1.922916 ∣ 
[  epoch 0005/0005] 3060/4800, lr:1.0e-04 ∣ avg_100 : 2.114846 ∣ l2loss : 1.999169 ∣ 
[  epoch 0005/0005] 3070/4800, lr:1.0e-04 ∣ avg_100 : 2.112913 ∣ l2loss : 1.914709 ∣ 
[  epoch 0005/0005] 3080/4800, lr:1.0e-04 ∣ avg_100 : 2.113054 ∣ l2loss : 2.084708 ∣ 
[  epoch 0005/0005] 3090/4800, lr:1.0e-04 ∣ avg_100 : 2.103884 ∣ l2loss : 1.985554 ∣ 
[  epoch 0005/0005] 3100/4800, lr:1.0e-04 ∣ avg_100 : 2.094321 ∣ l2loss : 2.039052 ∣ 
[  epoch 0005/0005] 3110/4800, lr:1.0e-04 ∣ avg_100 : 2.088578 ∣ l2loss : 1.979952 ∣ 
[  epoch 0005/0005] 3120/4800, lr:1.0e-04 ∣ avg_100 : 2.085011 ∣ l2loss : 1.953081 ∣ 
[  epoch 0005/0005] 3130/4800, lr:1.0e-04 ∣ avg_100 : 2.081968 ∣ l2loss : 1.996236 ∣ 
[  epoch 0005/0005] 3140/4800, lr:1.0e-04 ∣ avg_100 : 2.079945 ∣ l2loss : 1.990257 ∣ 
[  epoch 0005/0005] 3150/4800, lr:1.0e-04 ∣ avg_100 : 2.075778 ∣ l2loss : 1.912310 ∣ 
[  epoch 0005/0005] 3160/4800, lr:1.0e-04 ∣ avg_100 : 2.076234 ∣ l2loss : 2.398941 ∣ 
[  epoch 0005/0005] 3170/4800, lr:1.0e-04 ∣ avg_100 : 2.079425 ∣ l2loss : 2.546518 ∣ 
[  epoch 0005/0005] 3180/4800, lr:1.0e-04 ∣ avg_100 : 2.080033 ∣ l2loss : 2.353776 ∣ 
[  epoch 0005/0005] 3190/4800, lr:1.0e-04 ∣ avg_100 : 2.080218 ∣ l2loss : 2.192521 ∣ 
[  epoch 0005/0005] 3200/4800, lr:1.0e-04 ∣ avg_100 : 2.079734 ∣ l2loss : 2.143404 ∣ 
[  epoch 0005/0005] 3210/4800, lr:1.0e-04 ∣ avg_100 : 2.078901 ∣ l2loss : 2.126847 ∣ 
[  epoch 0005/0005] 3220/4800, lr:1.0e-04 ∣ avg_100 : 2.079222 ∣ l2loss : 2.099974 ∣ 
[  epoch 0005/0005] 3230/4800, lr:1.0e-04 ∣ avg_100 : 2.078367 ∣ l2loss : 2.125961 ∣ 
[  epoch 0005/0005] 3240/4800, lr:1.0e-04 ∣ avg_100 : 2.077831 ∣ l2loss : 2.150966 ∣ 
[  epoch 0005/0005] 3250/4800, lr:1.0e-04 ∣ avg_100 : 2.076796 ∣ l2loss : 2.091066 ∣ 
[  epoch 0005/0005] 3260/4800, lr:1.0e-04 ∣ avg_100 : 2.075254 ∣ l2loss : 2.018858 ∣ 
[  epoch 0005/0005] 3270/4800, lr:1.0e-04 ∣ avg_100 : 2.075172 ∣ l2loss : 2.119167 ∣ 
[  epoch 0005/0005] 3280/4800, lr:1.0e-04 ∣ avg_100 : 2.072184 ∣ l2loss : 1.956097 ∣ 
[  epoch 0005/0005] 3290/4800, lr:1.0e-04 ∣ avg_100 : 2.071727 ∣ l2loss : 2.048520 ∣ 
[  epoch 0005/0005] 3300/4800, lr:1.0e-04 ∣ avg_100 : 2.070252 ∣ l2loss : 1.966028 ∣ 
[  epoch 0005/0005] 3310/4800, lr:1.0e-04 ∣ avg_100 : 2.067812 ∣ l2loss : 1.959663 ∣ 
[  epoch 0005/0005] 3320/4800, lr:1.0e-04 ∣ avg_100 : 2.066911 ∣ l2loss : 2.057891 ∣ 
[  epoch 0005/0005] 3330/4800, lr:1.0e-04 ∣ avg_100 : 2.066900 ∣ l2loss : 2.058966 ∣ 
[  epoch 0005/0005] 3340/4800, lr:1.0e-04 ∣ avg_100 : 2.064678 ∣ l2loss : 2.020464 ∣ 
[  epoch 0005/0005] 3350/4800, lr:1.0e-04 ∣ avg_100 : 2.062597 ∣ l2loss : 1.953333 ∣ 
[  epoch 0005/0005] 3360/4800, lr:1.0e-04 ∣ avg_100 : 2.059752 ∣ l2loss : 1.947195 ∣ 
[  epoch 0005/0005] 3370/4800, lr:1.0e-04 ∣ avg_100 : 2.057509 ∣ l2loss : 2.065017 ∣ 
[  epoch 0005/0005] 3380/4800, lr:1.0e-04 ∣ avg_100 : 2.055962 ∣ l2loss : 2.081668 ∣ 
[  epoch 0005/0005] 3390/4800, lr:1.0e-04 ∣ avg_100 : 2.054461 ∣ l2loss : 1.981319 ∣ 
[  epoch 0005/0005] 3400/4800, lr:1.0e-04 ∣ avg_100 : 2.052445 ∣ l2loss : 1.972779 ∣ 
[  epoch 0005/0005] 3410/4800, lr:1.0e-04 ∣ avg_100 : 2.051510 ∣ l2loss : 1.976090 ∣ 
[  epoch 0005/0005] 3420/4800, lr:1.0e-04 ∣ avg_100 : 2.050802 ∣ l2loss : 2.059111 ∣ 
[  epoch 0005/0005] 3430/4800, lr:1.0e-04 ∣ avg_100 : 2.049582 ∣ l2loss : 1.986998 ∣ 
[  epoch 0005/0005] 3440/4800, lr:1.0e-04 ∣ avg_100 : 2.048966 ∣ l2loss : 1.981414 ∣ 
[  epoch 0005/0005] 3450/4800, lr:1.0e-04 ∣ avg_100 : 2.048051 ∣ l2loss : 1.957969 ∣ 
[  epoch 0005/0005] 3460/4800, lr:1.0e-04 ∣ avg_100 : 2.046771 ∣ l2loss : 1.899734 ∣ 
[  epoch 0005/0005] 3470/4800, lr:1.0e-04 ∣ avg_100 : 2.045528 ∣ l2loss : 1.979726 ∣ 
[  epoch 0005/0005] 3480/4800, lr:1.0e-04 ∣ avg_100 : 2.044533 ∣ l2loss : 1.964221 ∣ 
[  epoch 0005/0005] 3490/4800, lr:1.0e-04 ∣ avg_100 : 2.042319 ∣ l2loss : 1.920541 ∣ 
[  epoch 0005/0005] 3500/4800, lr:1.0e-04 ∣ avg_100 : 2.041928 ∣ l2loss : 1.972326 ∣ 
[  epoch 0005/0005] 3510/4800, lr:1.0e-04 ∣ avg_100 : 2.042122 ∣ l2loss : 1.994707 ∣ 
[  epoch 0005/0005] 3520/4800, lr:1.0e-04 ∣ avg_100 : 2.041526 ∣ l2loss : 1.978040 ∣ 
[  epoch 0005/0005] 3530/4800, lr:1.0e-04 ∣ avg_100 : 2.039635 ∣ l2loss : 1.957901 ∣ 
[  epoch 0005/0005] 3540/4800, lr:1.0e-04 ∣ avg_100 : 2.038858 ∣ l2loss : 1.973457 ∣ 
[  epoch 0005/0005] 3550/4800, lr:1.0e-04 ∣ avg_100 : 2.038882 ∣ l2loss : 1.928076 ∣ 
[  epoch 0005/0005] 3560/4800, lr:1.0e-04 ∣ avg_100 : 2.038706 ∣ l2loss : 2.017274 ∣ 
[  epoch 0005/0005] 3570/4800, lr:1.0e-04 ∣ avg_100 : 2.036446 ∣ l2loss : 1.827396 ∣ 
[  epoch 0005/0005] 3580/4800, lr:1.0e-04 ∣ avg_100 : 2.034521 ∣ l2loss : 1.885935 ∣ 
[  epoch 0005/0005] 3590/4800, lr:1.0e-04 ∣ avg_100 : 2.032657 ∣ l2loss : 1.944198 ∣ 
[  epoch 0005/0005] 3600/4800, lr:1.0e-04 ∣ avg_100 : 2.030459 ∣ l2loss : 1.871197 ∣ 
[  epoch 0005/0005] 3610/4800, lr:1.0e-04 ∣ avg_100 : 2.029693 ∣ l2loss : 1.935719 ∣ 
[  epoch 0005/0005] 3620/4800, lr:1.0e-04 ∣ avg_100 : 2.029022 ∣ l2loss : 1.885823 ∣ 
[  epoch 0005/0005] 3630/4800, lr:1.0e-04 ∣ avg_100 : 2.027155 ∣ l2loss : 1.808947 ∣ 
[  epoch 0005/0005] 3640/4800, lr:1.0e-04 ∣ avg_100 : 2.024307 ∣ l2loss : 1.811244 ∣ 
[  epoch 0005/0005] 3650/4800, lr:1.0e-04 ∣ avg_100 : 2.023689 ∣ l2loss : 1.938326 ∣ 
[  epoch 0005/0005] 3660/4800, lr:1.0e-04 ∣ avg_100 : 2.021208 ∣ l2loss : 1.865064 ∣ 
[  epoch 0005/0005] 3670/4800, lr:1.0e-04 ∣ avg_100 : 2.019030 ∣ l2loss : 1.927053 ∣ 
[  epoch 0005/0005] 3680/4800, lr:1.0e-04 ∣ avg_100 : 2.018758 ∣ l2loss : 1.972892 ∣ 
[  epoch 0005/0005] 3690/4800, lr:1.0e-04 ∣ avg_100 : 2.017317 ∣ l2loss : 1.865930 ∣ 
[  epoch 0005/0005] 3700/4800, lr:1.0e-04 ∣ avg_100 : 2.014851 ∣ l2loss : 1.875001 ∣ 
[  epoch 0005/0005] 3710/4800, lr:1.0e-04 ∣ avg_100 : 2.013557 ∣ l2loss : 1.954916 ∣ 
[  epoch 0005/0005] 3720/4800, lr:1.0e-04 ∣ avg_100 : 2.010531 ∣ l2loss : 1.822671 ∣ 
[  epoch 0005/0005] 3730/4800, lr:1.0e-04 ∣ avg_100 : 2.008527 ∣ l2loss : 1.950723 ∣ 
[  epoch 0005/0005] 3740/4800, lr:1.0e-04 ∣ avg_100 : 2.006591 ∣ l2loss : 1.894613 ∣ 
[  epoch 0005/0005] 3750/4800, lr:1.0e-04 ∣ avg_100 : 2.005498 ∣ l2loss : 1.960297 ∣ 
[  epoch 0005/0005] 3760/4800, lr:1.0e-04 ∣ avg_100 : 2.004045 ∣ l2loss : 1.918314 ∣ 
[  epoch 0005/0005] 3770/4800, lr:1.0e-04 ∣ avg_100 : 2.002597 ∣ l2loss : 1.974568 ∣ 
[  epoch 0005/0005] 3780/4800, lr:1.0e-04 ∣ avg_100 : 2.002021 ∣ l2loss : 1.980333 ∣ 
[  epoch 0005/0005] 3790/4800, lr:1.0e-04 ∣ avg_100 : 2.000686 ∣ l2loss : 1.960015 ∣ 
[  epoch 0005/0005] 3800/4800, lr:1.0e-04 ∣ avg_100 : 2.000719 ∣ l2loss : 1.965839 ∣ 
[  epoch 0005/0005] 3810/4800, lr:1.0e-04 ∣ avg_100 : 2.001486 ∣ l2loss : 2.028508 ∣ 
[  epoch 0005/0005] 3820/4800, lr:1.0e-04 ∣ avg_100 : 2.003700 ∣ l2loss : 2.128240 ∣ 
[  epoch 0005/0005] 3830/4800, lr:1.0e-04 ∣ avg_100 : 2.003389 ∣ l2loss : 1.973746 ∣ 
[  epoch 0005/0005] 3840/4800, lr:1.0e-04 ∣ avg_100 : 2.002795 ∣ l2loss : 1.992384 ∣ 
[  epoch 0005/0005] 3850/4800, lr:1.0e-04 ∣ avg_100 : 2.002578 ∣ l2loss : 1.947530 ∣ 
[  epoch 0005/0005] 3860/4800, lr:1.0e-04 ∣ avg_100 : 1.999910 ∣ l2loss : 1.829407 ∣ 
[  epoch 0005/0005] 3870/4800, lr:1.0e-04 ∣ avg_100 : 1.997182 ∣ l2loss : 1.801428 ∣ 
[  epoch 0005/0005] 3880/4800, lr:1.0e-04 ∣ avg_100 : 1.994979 ∣ l2loss : 1.835591 ∣ 
[  epoch 0005/0005] 3890/4800, lr:1.0e-04 ∣ avg_100 : 1.994542 ∣ l2loss : 1.877932 ∣ 
[  epoch 0005/0005] 3900/4800, lr:1.0e-04 ∣ avg_100 : 1.994389 ∣ l2loss : 1.867573 ∣ 
[  epoch 0005/0005] 3910/4800, lr:1.0e-04 ∣ avg_100 : 1.992589 ∣ l2loss : 1.832558 ∣ 
[  epoch 0005/0005] 3920/4800, lr:1.0e-04 ∣ avg_100 : 1.991117 ∣ l2loss : 1.977146 ∣ 
[  epoch 0005/0005] 3930/4800, lr:1.0e-04 ∣ avg_100 : 1.989955 ∣ l2loss : 1.888660 ∣ 
[  epoch 0005/0005] 3940/4800, lr:1.0e-04 ∣ avg_100 : 1.989056 ∣ l2loss : 1.936960 ∣ 
[  epoch 0005/0005] 3950/4800, lr:1.0e-04 ∣ avg_100 : 1.986998 ∣ l2loss : 1.840801 ∣ 
[  epoch 0005/0005] 3960/4800, lr:1.0e-04 ∣ avg_100 : 1.984157 ∣ l2loss : 1.832185 ∣ 
[  epoch 0005/0005] 3970/4800, lr:1.0e-04 ∣ avg_100 : 1.982557 ∣ l2loss : 1.836185 ∣ 
[  epoch 0005/0005] 3980/4800, lr:1.0e-04 ∣ avg_100 : 1.979729 ∣ l2loss : 1.783779 ∣ 
[  epoch 0005/0005] 3990/4800, lr:1.0e-04 ∣ avg_100 : 1.978202 ∣ l2loss : 1.841925 ∣ 
[  epoch 0005/0005] 4000/4800, lr:1.0e-04 ∣ avg_100 : 1.976473 ∣ l2loss : 1.823120 ∣ 
[  epoch 0005/0005] 4010/4800, lr:1.0e-04 ∣ avg_100 : 1.973732 ∣ l2loss : 1.815757 ∣ 
[  epoch 0005/0005] 4020/4800, lr:1.0e-04 ∣ avg_100 : 1.971916 ∣ l2loss : 1.890966 ∣ 
[  epoch 0005/0005] 4030/4800, lr:1.0e-04 ∣ avg_100 : 1.971073 ∣ l2loss : 1.893280 ∣ 
[  epoch 0005/0005] 4040/4800, lr:1.0e-04 ∣ avg_100 : 1.968953 ∣ l2loss : 1.860132 ∣ 
[  epoch 0005/0005] 4050/4800, lr:1.0e-04 ∣ avg_100 : 1.968309 ∣ l2loss : 1.858560 ∣ 
[  epoch 0005/0005] 4060/4800, lr:1.0e-04 ∣ avg_100 : 1.967234 ∣ l2loss : 1.891699 ∣ 
[  epoch 0005/0005] 4070/4800, lr:1.0e-04 ∣ avg_100 : 1.965851 ∣ l2loss : 1.776366 ∣ 
[  epoch 0005/0005] 4080/4800, lr:1.0e-04 ∣ avg_100 : 1.963961 ∣ l2loss : 1.895652 ∣ 
[  epoch 0005/0005] 4090/4800, lr:1.0e-04 ∣ avg_100 : 1.963318 ∣ l2loss : 1.921273 ∣ 
[  epoch 0005/0005] 4100/4800, lr:1.0e-04 ∣ avg_100 : 1.961940 ∣ l2loss : 1.901252 ∣ 
[  epoch 0005/0005] 4110/4800, lr:1.0e-04 ∣ avg_100 : 1.960961 ∣ l2loss : 1.882089 ∣ 
[  epoch 0005/0005] 4120/4800, lr:1.0e-04 ∣ avg_100 : 1.959970 ∣ l2loss : 1.853990 ∣ 
[  epoch 0005/0005] 4130/4800, lr:1.0e-04 ∣ avg_100 : 1.959071 ∣ l2loss : 1.906310 ∣ 
[  epoch 0005/0005] 4140/4800, lr:1.0e-04 ∣ avg_100 : 1.957460 ∣ l2loss : 1.829157 ∣ 
[  epoch 0005/0005] 4150/4800, lr:1.0e-04 ∣ avg_100 : 1.956371 ∣ l2loss : 1.803374 ∣ 
[  epoch 0005/0005] 4160/4800, lr:1.0e-04 ∣ avg_100 : 1.950084 ∣ l2loss : 1.770243 ∣ 
[  epoch 0005/0005] 4170/4800, lr:1.0e-04 ∣ avg_100 : 1.944004 ∣ l2loss : 1.938608 ∣ 
[  epoch 0005/0005] 4180/4800, lr:1.0e-04 ∣ avg_100 : 1.939291 ∣ l2loss : 1.882420 ∣ 
[  epoch 0005/0005] 4190/4800, lr:1.0e-04 ∣ avg_100 : 1.935469 ∣ l2loss : 1.810342 ∣ 
[  epoch 0005/0005] 4200/4800, lr:1.0e-04 ∣ avg_100 : 1.931957 ∣ l2loss : 1.792241 ∣ 
[  epoch 0005/0005] 4210/4800, lr:1.0e-04 ∣ avg_100 : 1.928740 ∣ l2loss : 1.805094 ∣ 
[  epoch 0005/0005] 4220/4800, lr:1.0e-04 ∣ avg_100 : 1.926034 ∣ l2loss : 1.829427 ∣ 
[  epoch 0005/0005] 4230/4800, lr:1.0e-04 ∣ avg_100 : 1.923704 ∣ l2loss : 1.892931 ∣ 
[  epoch 0005/0005] 4240/4800, lr:1.0e-04 ∣ avg_100 : 1.920734 ∣ l2loss : 1.853930 ∣ 
[  epoch 0005/0005] 4250/4800, lr:1.0e-04 ∣ avg_100 : 1.917963 ∣ l2loss : 1.813955 ∣ 
[  epoch 0005/0005] 4260/4800, lr:1.0e-04 ∣ avg_100 : 1.915492 ∣ l2loss : 1.771742 ∣ 
[  epoch 0005/0005] 4270/4800, lr:1.0e-04 ∣ avg_100 : 1.912269 ∣ l2loss : 1.796926 ∣ 
[  epoch 0005/0005] 4280/4800, lr:1.0e-04 ∣ avg_100 : 1.910722 ∣ l2loss : 1.801360 ∣ 
[  epoch 0005/0005] 4290/4800, lr:1.0e-04 ∣ avg_100 : 1.909246 ∣ l2loss : 1.900989 ∣ 
[  epoch 0005/0005] 4300/4800, lr:1.0e-04 ∣ avg_100 : 1.907963 ∣ l2loss : 1.837675 ∣ 
[  epoch 0005/0005] 4310/4800, lr:1.0e-04 ∣ avg_100 : 1.906696 ∣ l2loss : 1.832984 ∣ 
[  epoch 0005/0005] 4320/4800, lr:1.0e-04 ∣ avg_100 : 1.904078 ∣ l2loss : 1.796112 ∣ 
[  epoch 0005/0005] 4330/4800, lr:1.0e-04 ∣ avg_100 : 1.901774 ∣ l2loss : 1.828533 ∣ 
[  epoch 0005/0005] 4340/4800, lr:1.0e-04 ∣ avg_100 : 1.899585 ∣ l2loss : 1.801610 ∣ 
[  epoch 0005/0005] 4350/4800, lr:1.0e-04 ∣ avg_100 : 1.898888 ∣ l2loss : 1.883613 ∣ 
[  epoch 0005/0005] 4360/4800, lr:1.0e-04 ∣ avg_100 : 1.898178 ∣ l2loss : 1.876136 ∣ 
[  epoch 0005/0005] 4370/4800, lr:1.0e-04 ∣ avg_100 : 1.896096 ∣ l2loss : 1.856877 ∣ 
[  epoch 0005/0005] 4380/4800, lr:1.0e-04 ∣ avg_100 : 1.893802 ∣ l2loss : 1.852262 ∣ 
[  epoch 0005/0005] 4390/4800, lr:1.0e-04 ∣ avg_100 : 1.893270 ∣ l2loss : 1.928133 ∣ 
[  epoch 0005/0005] 4400/4800, lr:1.0e-04 ∣ avg_100 : 1.891960 ∣ l2loss : 1.841754 ∣ 
[  epoch 0005/0005] 4410/4800, lr:1.0e-04 ∣ avg_100 : 1.891232 ∣ l2loss : 1.903230 ∣ 
[  epoch 0005/0005] 4420/4800, lr:1.0e-04 ∣ avg_100 : 1.888176 ∣ l2loss : 1.753601 ∣ 
[  epoch 0005/0005] 4430/4800, lr:1.0e-04 ∣ avg_100 : 1.886590 ∣ l2loss : 1.828344 ∣ 
[  epoch 0005/0005] 4440/4800, lr:1.0e-04 ∣ avg_100 : 1.885963 ∣ l2loss : 1.918757 ∣ 
[  epoch 0005/0005] 4450/4800, lr:1.0e-04 ∣ avg_100 : 1.884463 ∣ l2loss : 1.807924 ∣ 
[  epoch 0005/0005] 4460/4800, lr:1.0e-04 ∣ avg_100 : 1.883634 ∣ l2loss : 1.816820 ∣ 
[  epoch 0005/0005] 4470/4800, lr:1.0e-04 ∣ avg_100 : 1.882487 ∣ l2loss : 1.865082 ∣ 
[  epoch 0005/0005] 4480/4800, lr:1.0e-04 ∣ avg_100 : 1.881196 ∣ l2loss : 1.835050 ∣ 
[  epoch 0005/0005] 4490/4800, lr:1.0e-04 ∣ avg_100 : 1.879439 ∣ l2loss : 1.744935 ∣ 
[  epoch 0005/0005] 4500/4800, lr:1.0e-04 ∣ avg_100 : 1.878260 ∣ l2loss : 1.854341 ∣ 
[  epoch 0005/0005] 4510/4800, lr:1.0e-04 ∣ avg_100 : 1.876416 ∣ l2loss : 1.810376 ∣ 
[  epoch 0005/0005] 4520/4800, lr:1.0e-04 ∣ avg_100 : 1.874671 ∣ l2loss : 1.803550 ∣ 
[  epoch 0005/0005] 4530/4800, lr:1.0e-04 ∣ avg_100 : 1.872863 ∣ l2loss : 1.777027 ∣ 
[  epoch 0005/0005] 4540/4800, lr:1.0e-04 ∣ avg_100 : 1.871333 ∣ l2loss : 1.820446 ∣ 
[  epoch 0005/0005] 4550/4800, lr:1.0e-04 ∣ avg_100 : 1.870592 ∣ l2loss : 1.853987 ∣ 
[  epoch 0005/0005] 4560/4800, lr:1.0e-04 ∣ avg_100 : 1.867915 ∣ l2loss : 1.749625 ∣ 
[  epoch 0005/0005] 4570/4800, lr:1.0e-04 ∣ avg_100 : 1.867101 ∣ l2loss : 1.745949 ∣ 
[  epoch 0005/0005] 4580/4800, lr:1.0e-04 ∣ avg_100 : 1.866014 ∣ l2loss : 1.777301 ∣ 
[  epoch 0005/0005] 4590/4800, lr:1.0e-04 ∣ avg_100 : 1.865085 ∣ l2loss : 1.851253 ∣ 
[  epoch 0005/0005] 4600/4800, lr:1.0e-04 ∣ avg_100 : 1.865650 ∣ l2loss : 1.927722 ∣ 
[  epoch 0005/0005] 4610/4800, lr:1.0e-04 ∣ avg_100 : 1.864138 ∣ l2loss : 1.784539 ∣ 
[  epoch 0005/0005] 4620/4800, lr:1.0e-04 ∣ avg_100 : 1.863189 ∣ l2loss : 1.790906 ∣ 
[  epoch 0005/0005] 4630/4800, lr:1.0e-04 ∣ avg_100 : 1.863911 ∣ l2loss : 1.881103 ∣ 
[  epoch 0005/0005] 4640/4800, lr:1.0e-04 ∣ avg_100 : 1.863713 ∣ l2loss : 1.791508 ∣ 
[  epoch 0005/0005] 4650/4800, lr:1.0e-04 ∣ avg_100 : 1.862200 ∣ l2loss : 1.786985 ∣ 
[  epoch 0005/0005] 4660/4800, lr:1.0e-04 ∣ avg_100 : 1.861011 ∣ l2loss : 1.746200 ∣ 
[  epoch 0005/0005] 4670/4800, lr:1.0e-04 ∣ avg_100 : 1.859784 ∣ l2loss : 1.804298 ∣ 
[  epoch 0005/0005] 4680/4800, lr:1.0e-04 ∣ avg_100 : 1.857639 ∣ l2loss : 1.758387 ∣ 
[  epoch 0005/0005] 4690/4800, lr:1.0e-04 ∣ avg_100 : 1.856293 ∣ l2loss : 1.731374 ∣ 
[  epoch 0005/0005] 4700/4800, lr:1.0e-04 ∣ avg_100 : 1.856093 ∣ l2loss : 1.855001 ∣ 
[  epoch 0005/0005] 4710/4800, lr:1.0e-04 ∣ avg_100 : 1.853720 ∣ l2loss : 1.717635 ∣ 
[  epoch 0005/0005] 4720/4800, lr:1.0e-04 ∣ avg_100 : 1.853630 ∣ l2loss : 1.813647 ∣ 
[  epoch 0005/0005] 4730/4800, lr:1.0e-04 ∣ avg_100 : 1.851760 ∣ l2loss : 1.763658 ∣ 
[  epoch 0005/0005] 4740/4800, lr:1.0e-04 ∣ avg_100 : 1.850715 ∣ l2loss : 1.790155 ∣ 
[  epoch 0005/0005] 4750/4800, lr:1.0e-04 ∣ avg_100 : 1.848203 ∣ l2loss : 1.709101 ∣ 
[  epoch 0005/0005] 4760/4800, lr:1.0e-04 ∣ avg_100 : 1.846026 ∣ l2loss : 1.700600 ∣ 
[  epoch 0005/0005] 4770/4800, lr:1.0e-04 ∣ avg_100 : 1.843737 ∣ l2loss : 1.745671 ∣ 
[  epoch 0005/0005] 4780/4800, lr:1.0e-04 ∣ avg_100 : 1.842097 ∣ l2loss : 1.816338 ∣ 
[  epoch 0005/0005] 4790/4800, lr:1.0e-04 ∣ avg_100 : 1.841598 ∣ l2loss : 1.910084 ∣ 
[  epoch 0005/0005] 4800/4800, lr:5.0e-05 ∣ avg_100 : 1.840799 ∣ l2loss : 1.886023 ∣ 
[    val 005    ] Done! PSNR : 33.50 dB, SSIM : 0.862total: 1:58:13                     
Finish >>> (total elapsed time : 2:06:06)