diff --git "a/ESRGAN/UniversalUpscaler/Legacy/UniversalUpscaler-Detailed.log" "b/ESRGAN/UniversalUpscaler/Legacy/UniversalUpscaler-Detailed.log" new file mode 100644--- /dev/null +++ "b/ESRGAN/UniversalUpscaler/Legacy/UniversalUpscaler-Detailed.log" @@ -0,0 +1,1362 @@ +20-10-28 12:38:18.610 - INFO: name: 4x_UniversalUpscaler_Detailed + use_tb_logger: True + model: srragan + scale: 4 + gpu_ids: [0] + use_amp: True + datasets:[ + train:[ + name: 4x_UniversalUpscaler_Detailed + mode: LRHROTF + dataroot_HR: ../datasets/train/hr + dataroot_LR: ../datasets/train/lr + subset_file: None + use_shuffle: True + znorm: False + n_workers: 4 + batch_size: 4 + virtual_batch_size: 4 + HR_size: 128 + image_channels: 3 + lr_downscale: False + lr_downscale_types: [1, 2, 777] + use_flip: False + use_rot: False + hr_rrot: False + lr_blur: False + lr_blur_types:[ + gaussian: 1 + clean: 3 + ] + lr_noise: False + lr_noise_types:[ + gaussian: 1 + JPEG: 1 + clean: 4 + ] + lr_noise2: False + lr_noise_types2:[ + dither: 2 + clean: 2 + ] + hr_noise: False + hr_noise_types:[ + gaussian: 1 + clean: 4 + ] + phase: train + scale: 4 + data_type: img + ] + val:[ + name: val_images + mode: LRHROTF + dataroot_HR: ../datasets/val/hr + dataroot_LR: ../datasets/val/lr + znorm: False + lr_downscale: False + lr_downscale_types: [1, 2] + phase: val + scale: 4 + data_type: img + ] + ] + path:[ + strict: False + root: C:/nn/BasicSR + pretrain_model_G: ../experiments/pretrained_models/RRDB_ESRGAN_x4.pth + experiments_root: C:/nn/BasicSR\experiments\4x_UniversalUpscaler_Detailed + models: C:/nn/BasicSR\experiments\4x_UniversalUpscaler_Detailed\models + training_state: C:/nn/BasicSR\experiments\4x_UniversalUpscaler_Detailed\training_state + log: C:/nn/BasicSR\experiments\4x_UniversalUpscaler_Detailed + val_images: C:/nn/BasicSR\experiments\4x_UniversalUpscaler_Detailed\val_images + ] + network_G:[ + which_model_G: RRDB_net + norm_type: None + mode: CNA + nf: 64 + nb: 23 + in_nc: 3 + out_nc: 3 + gc: 32 + group: 1 + convtype: Conv2D + net_act: leakyrelu + gaussian: True + plus: False + scale: 4 + ] + network_D:[ + which_model_D: discriminator_vgg + norm_type: batch + act_type: leakyrelu + mode: CNA + nf: 64 + in_nc: 3 + nlayer: 3 + num_D: 3 + ] + train:[ + lr_G: 0.0001 + weight_decay_G: 0 + beta1_G: 0.9 + lr_D: 0.0001 + weight_decay_D: 0 + beta1_D: 0.9 + lr_scheme: MultiStepLR + lr_steps: [50000, 100000, 200000, 300000] + lr_gamma: 0.5 + pixel_criterion: cb + pixel_weight: 1 + cx_weight: 0.5 + cx_type: contextual + cx_vgg_layers:[ + conv_3_2: 1 + conv_4_2: 1 + ] + tv_type: 4D + tv_weight: 1e-05 + tv_norm: 1 + lpips_weight: 0.1 + lpips_type: net-lin + lpips_net: squeeze + gan_type: vanilla + gan_weight: 0.008 + D_update_ratio: 1 + D_init_iters: 0 + gp_weigth: 10 + mixup: True + mixopts: ['cutmixup'] + mixprob: [1.0] + mixalpha: [0.7] + aux_mixprob: 1.0 + aux_mixalpha: 1.2 + fs: True + manual_seed: 0 + niter: 500000.0 + val_freq: 2500 + metrics: psnr,ssim,lpips + overwrite_val_imgs: None + ] + logger:[ + print_freq: 200 + save_checkpoint_freq: 5000.0 + overwrite_chkp: False + ] + is_train: True + +20-10-28 12:38:18.735 - INFO: Random seed: 0 +20-10-28 12:38:18.765 - INFO: Dataset [LRHRDataset - 4x_UniversalUpscaler_Detailed] is created. +20-10-28 12:38:18.765 - INFO: Number of train images: 1,400, iters: 350 +20-10-28 12:38:18.765 - INFO: Total epochs needed: 1429 for iters 500,000 +20-10-28 12:38:18.766 - INFO: Dataset [LRHRDataset - val_images] is created. +20-10-28 12:38:18.766 - INFO: Number of val images in [val_images]: 4 +20-10-28 12:38:18.772 - INFO: AMP library available +20-10-28 12:38:20.021 - INFO: Initialization method [kaiming] +20-10-28 12:38:20.284 - INFO: Initialization method [kaiming] +20-10-28 12:38:20.399 - INFO: Loading pretrained model for G [../experiments/pretrained_models/RRDB_ESRGAN_x4.pth] ... +20-10-28 12:38:22.020 - INFO: AMP enabled +20-10-28 12:38:22.020 - INFO: Model [SRRaGANModel] is created. +20-10-28 12:38:22.020 - INFO: Start training from epoch: 0, iter: 0 +20-10-28 12:39:50.140 - INFO: pix-cb: 5.9048e-03 dtv-l1: 1.2524e-02 contextual: 1.6031e+00 fea-lpips-net-lin-squeeze: 1.1078e-02 l_g_gan: 3.5289e-02 l_d_real: 6.7225e-02 l_d_fake: 2.6604e-02 D_real: -8.3984e+00 D_fake: -1.2766e+01 +20-10-28 12:41:12.283 - INFO: pix-cb: 5.5179e-03 dtv-l1: 1.2265e-02 contextual: 9.6484e-01 fea-lpips-net-lin-squeeze: 4.1847e-03 l_g_gan: 6.9648e-02 l_d_real: 2.8814e-02 l_d_fake: 2.3689e-03 D_real: -1.9453e+01 D_fake: -2.8141e+01 +20-10-28 12:42:30.699 - INFO: pix-cb: 3.9983e-03 dtv-l1: 1.4348e-02 contextual: 9.5741e-01 fea-lpips-net-lin-squeeze: 3.9177e-03 l_g_gan: 4.9760e-02 l_d_real: 4.9618e-03 l_d_fake: 5.3683e-03 D_real: -1.3328e+01 D_fake: -1.9547e+01 +20-10-28 12:43:53.068 - INFO: pix-cb: 5.5785e-03 dtv-l1: 1.4265e-02 contextual: 1.0496e+00 fea-lpips-net-lin-squeeze: 6.1798e-03 l_g_gan: 5.8460e-02 l_d_real: 1.8140e-03 l_d_fake: 3.6968e-03 D_real: -8.2656e+00 D_fake: -1.5570e+01 +20-10-28 12:45:11.332 - INFO: pix-cb: 8.0058e-03 dtv-l1: 1.3482e-02 contextual: 1.6600e+00 fea-lpips-net-lin-squeeze: 7.1526e-03 l_g_gan: 3.7104e-02 l_d_real: 2.2938e-02 l_d_fake: 1.2180e-01 D_real: -2.1504e+00 D_fake: -6.7148e+00 +20-10-28 12:46:33.537 - INFO: pix-cb: 3.7036e-03 dtv-l1: 1.0477e-02 contextual: 6.5764e-01 fea-lpips-net-lin-squeeze: 2.9373e-03 l_g_gan: 1.0815e-01 l_d_real: 1.6987e-06 l_d_fake: 1.4901e-06 D_real: -1.4797e+01 D_fake: -2.8312e+01 +20-10-28 12:47:51.987 - INFO: pix-cb: 5.7193e-03 dtv-l1: 1.5336e-02 contextual: 2.1465e+00 fea-lpips-net-lin-squeeze: 1.1620e-02 l_g_gan: 1.2390e-02 l_d_real: 5.4784e-01 l_d_fake: 3.5823e-01 D_real: -2.9250e+01 D_fake: -3.0344e+01 +20-10-28 12:49:14.390 - INFO: pix-cb: 5.9574e-03 dtv-l1: 1.5253e-02 contextual: 1.4783e+00 fea-lpips-net-lin-squeeze: 6.3896e-03 l_g_gan: 3.3984e-02 l_d_real: 8.4525e-02 l_d_fake: 4.4364e-02 D_real: -2.7422e+01 D_fake: -3.1609e+01 +20-10-28 12:50:36.031 - INFO: pix-cb: 5.1606e-03 dtv-l1: 1.2866e-02 contextual: 2.4803e+00 fea-lpips-net-lin-squeeze: 8.6670e-03 l_g_gan: 5.9147e-03 l_d_real: 1.0652e+00 l_d_fake: 1.0072e+00 D_real: -2.4859e+01 D_fake: -2.4562e+01 +20-10-28 12:51:54.754 - INFO: pix-cb: 5.2534e-03 dtv-l1: 1.0822e-02 contextual: 9.9297e-01 fea-lpips-net-lin-squeeze: 7.0915e-03 l_g_gan: 9.0149e-02 l_d_real: 2.0682e-05 l_d_fake: 1.8835e-05 D_real: -1.4547e+01 D_fake: -2.5812e+01 +20-10-28 12:53:16.706 - INFO: pix-cb: 5.2994e-03 dtv-l1: 1.4998e-02 contextual: 1.8654e+00 fea-lpips-net-lin-squeeze: 1.3008e-02 l_g_gan: 4.9647e-02 l_d_real: 2.7063e-03 l_d_fake: 6.6077e-03 D_real: -2.0812e+01 D_fake: -2.7016e+01 +20-10-28 12:54:35.173 - INFO: pix-cb: 5.5216e-03 dtv-l1: 1.4302e-02 contextual: 1.4655e+00 fea-lpips-net-lin-squeeze: 1.1971e-02 l_g_gan: 4.6018e-02 l_d_real: 4.8701e-03 l_d_fake: 3.6158e-03 D_real: -1.9859e+01 D_fake: -2.5609e+01 +20-10-28 12:55:49.990 - INFO: # Validation # PSNR: 29.017, SSIM: 0.81735, LPIPS: 0.087152 +20-10-28 12:55:49.990 - INFO: PSNR: 29.017, SSIM: 0.81735, LPIPS: 0.087152 +20-10-28 12:56:31.800 - INFO: pix-cb: 7.6070e-03 dtv-l1: 9.3565e-03 contextual: 1.1148e+00 fea-lpips-net-lin-squeeze: 6.7902e-03 l_g_gan: 1.2853e-01 l_d_real: 1.1921e-07 l_d_fake: 3.0994e-06 D_real: -4.5625e+01 D_fake: -6.1688e+01 +20-10-28 12:57:53.805 - INFO: pix-cb: 5.2604e-03 dtv-l1: 1.2285e-02 contextual: 2.0400e+00 fea-lpips-net-lin-squeeze: 1.0139e-02 l_g_gan: 7.0208e-02 l_d_real: 4.8819e-04 l_d_fake: 6.4078e-04 D_real: -1.4773e+01 D_fake: -2.3547e+01 +20-10-28 12:59:21.789 - INFO: pix-cb: 3.9947e-03 dtv-l1: 1.2966e-02 contextual: 6.1104e-01 fea-lpips-net-lin-squeeze: 4.2763e-03 l_g_gan: 1.7678e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.3938e+01 D_fake: -3.6031e+01 +20-10-28 13:00:50.891 - INFO: pix-cb: 8.6157e-03 dtv-l1: 9.6842e-03 contextual: 1.4528e+00 fea-lpips-net-lin-squeeze: 2.8992e-03 l_g_gan: 7.1533e-02 l_d_real: 1.6556e-04 l_d_fake: 2.3083e-04 D_real: -2.1406e+01 D_fake: -3.0344e+01 +20-10-28 13:02:12.893 - INFO: pix-cb: 5.4134e-03 dtv-l1: 1.4371e-02 contextual: 9.1955e-01 fea-lpips-net-lin-squeeze: 8.8577e-03 l_g_gan: 1.5777e-02 l_d_real: 1.9640e-01 l_d_fake: 1.7255e-01 D_real: 9.2344e+00 D_fake: 7.4453e+00 +20-10-28 13:03:37.395 - INFO: pix-cb: 4.1096e-03 dtv-l1: 1.0188e-02 contextual: 1.8663e+00 fea-lpips-net-lin-squeeze: 9.0332e-03 l_g_gan: 3.6132e-02 l_d_real: 1.5596e-02 l_d_fake: 1.7295e-02 D_real: -3.7625e+01 D_fake: -4.2125e+01 +20-10-28 13:05:00.385 - INFO: pix-cb: 3.1734e-03 dtv-l1: 1.3596e-02 contextual: 8.2119e-01 fea-lpips-net-lin-squeeze: 4.0703e-03 l_g_gan: 8.3739e-03 l_d_real: 4.5074e-01 l_d_fake: 4.5134e-01 D_real: -2.4609e+01 D_fake: -2.5203e+01 +20-10-28 13:06:27.947 - INFO: pix-cb: 3.3841e-03 dtv-l1: 8.5314e-03 contextual: 7.2543e-01 fea-lpips-net-lin-squeeze: 2.8229e-03 l_g_gan: 8.4595e-03 l_d_real: 4.8597e-01 l_d_fake: 4.9999e-01 D_real: -2.0953e+01 D_fake: -2.1516e+01 +20-10-28 13:07:50.000 - INFO: pix-cb: 4.2754e-03 dtv-l1: 1.3757e-02 contextual: 1.0937e+00 fea-lpips-net-lin-squeeze: 8.3618e-03 l_g_gan: 2.0128e-02 l_d_real: 1.5129e-01 l_d_fake: 1.3078e-01 D_real: -2.5375e+01 D_fake: -2.7750e+01 +20-10-28 13:09:17.121 - INFO: pix-cb: 4.6950e-03 dtv-l1: 1.3409e-02 contextual: 1.4478e+00 fea-lpips-net-lin-squeeze: 7.9727e-03 l_g_gan: 3.6474e-02 l_d_real: 1.2514e-02 l_d_fake: 1.2111e-02 D_real: -1.9594e+01 D_fake: -2.4141e+01 +20-10-28 13:10:42.293 - INFO: pix-cb: 3.9536e-03 dtv-l1: 1.2381e-02 contextual: 1.0639e+00 fea-lpips-net-lin-squeeze: 5.9395e-03 l_g_gan: 8.4313e-02 l_d_real: 3.4272e-05 l_d_fake: 4.2467e-05 D_real: -2.2516e+01 D_fake: -3.3062e+01 +20-10-28 13:12:02.546 - INFO: pix-cb: 5.8914e-03 dtv-l1: 1.8556e-02 contextual: 1.5194e+00 fea-lpips-net-lin-squeeze: 1.4816e-02 l_g_gan: 1.2350e-01 l_d_real: 6.8545e-07 l_d_fake: 1.5199e-06 D_real: -2.4531e+01 D_fake: -3.9969e+01 +20-10-28 13:13:27.330 - INFO: pix-cb: 8.2269e-03 dtv-l1: 1.4778e-02 contextual: 1.9265e+00 fea-lpips-net-lin-squeeze: 9.4147e-03 l_g_gan: 7.4733e-03 l_d_real: 5.8646e-01 l_d_fake: 5.3186e-01 D_real: -1.7078e+01 D_fake: -1.7453e+01 +20-10-28 13:13:28.043 - INFO: Models and training states saved. +20-10-28 13:13:54.232 - INFO: # Validation # PSNR: 28.932, SSIM: 0.80729, LPIPS: 0.085568 +20-10-28 13:13:54.232 - INFO: PSNR: 28.932, SSIM: 0.80729, LPIPS: 0.085568 +20-10-28 13:15:15.562 - INFO: pix-cb: 3.5416e-03 dtv-l1: 1.2429e-02 contextual: 8.9568e-01 fea-lpips-net-lin-squeeze: 4.4060e-03 l_g_gan: 1.0616e-01 l_d_real: 2.1756e-06 l_d_fake: 2.2948e-06 D_real: -2.2031e+01 D_fake: -3.5312e+01 +20-10-28 13:16:39.835 - INFO: pix-cb: 5.7425e-03 dtv-l1: 1.6480e-02 contextual: 7.8496e-01 fea-lpips-net-lin-squeeze: 5.7526e-03 l_g_gan: 2.8644e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9375e+01 D_fake: -6.5188e+01 +20-10-28 13:17:59.833 - INFO: pix-cb: 2.4436e-03 dtv-l1: 9.5764e-03 contextual: 1.4690e+00 fea-lpips-net-lin-squeeze: 4.2191e-03 l_g_gan: 1.0927e-01 l_d_real: 1.8775e-06 l_d_fake: 4.5597e-06 D_real: -2.9906e+01 D_fake: -4.3562e+01 +20-10-28 13:19:23.684 - INFO: pix-cb: 4.7388e-03 dtv-l1: 1.2850e-02 contextual: 1.4036e+00 fea-lpips-net-lin-squeeze: 6.5231e-03 l_g_gan: 1.6930e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.6703e+01 D_fake: -3.7875e+01 +20-10-28 13:20:48.245 - INFO: pix-cb: 4.1798e-03 dtv-l1: 1.2000e-02 contextual: 1.9582e+00 fea-lpips-net-lin-squeeze: 1.1253e-02 l_g_gan: 1.3201e-02 l_d_real: 3.0418e-01 l_d_fake: 2.7723e-01 D_real: -2.7828e+01 D_fake: -2.9188e+01 +20-10-28 13:22:08.380 - INFO: pix-cb: 2.5180e-03 dtv-l1: 9.3724e-03 contextual: 1.1905e+00 fea-lpips-net-lin-squeeze: 3.5152e-03 l_g_gan: 7.1033e-02 l_d_real: 2.2410e-04 l_d_fake: 3.2688e-04 D_real: -2.6406e+01 D_fake: -3.5281e+01 +20-10-28 13:23:32.562 - INFO: pix-cb: 4.3806e-03 dtv-l1: 1.0170e-02 contextual: 9.3913e-01 fea-lpips-net-lin-squeeze: 4.3755e-03 l_g_gan: 3.1170e-02 l_d_real: 2.0777e-02 l_d_fake: 2.1746e-02 D_real: -1.9688e+01 D_fake: -2.3562e+01 +20-10-28 13:24:52.254 - INFO: pix-cb: 4.1494e-03 dtv-l1: 1.5589e-02 contextual: 1.4211e+00 fea-lpips-net-lin-squeeze: 1.1871e-02 l_g_gan: 8.3157e-02 l_d_real: 3.3795e-05 l_d_fake: 3.6209e-05 D_real: -4.3781e+01 D_fake: -5.4188e+01 +20-10-28 13:26:16.201 - INFO: pix-cb: 4.4079e-03 dtv-l1: 1.2357e-02 contextual: 1.1221e+00 fea-lpips-net-lin-squeeze: 4.5967e-03 l_g_gan: 7.3002e-02 l_d_real: 1.2096e-04 l_d_fake: 3.2001e-04 D_real: -2.0203e+01 D_fake: -2.9328e+01 +20-10-28 13:27:35.990 - INFO: pix-cb: 3.0473e-03 dtv-l1: 8.9228e-03 contextual: 8.8363e-01 fea-lpips-net-lin-squeeze: 3.1109e-03 l_g_gan: 1.1615e-02 l_d_real: 2.8160e-01 l_d_fake: 2.7458e-01 D_real: -2.0656e+01 D_fake: -2.1828e+01 +20-10-28 13:29:00.148 - INFO: pix-cb: 3.2196e-03 dtv-l1: 8.5798e-03 contextual: 4.0337e-01 fea-lpips-net-lin-squeeze: 2.9907e-03 l_g_gan: 8.1821e-02 l_d_real: 3.7222e-05 l_d_fake: 5.3165e-05 D_real: -1.0852e+01 D_fake: -2.1078e+01 +20-10-28 13:30:26.933 - INFO: pix-cb: 7.0153e-03 dtv-l1: 1.7835e-02 contextual: 1.5062e+00 fea-lpips-net-lin-squeeze: 1.0071e-02 l_g_gan: 7.3986e-02 l_d_real: 1.9961e-04 l_d_fake: 1.5814e-04 D_real: -2.7844e+01 D_fake: -3.7094e+01 +20-10-28 13:31:33.602 - INFO: # Validation # PSNR: 29.01, SSIM: 0.80852, LPIPS: 0.07757 +20-10-28 13:31:33.602 - INFO: PSNR: 29.01, SSIM: 0.80852, LPIPS: 0.07757 +20-10-28 13:32:13.348 - INFO: pix-cb: 3.4279e-03 dtv-l1: 1.3019e-02 contextual: 1.2312e+00 fea-lpips-net-lin-squeeze: 4.8676e-03 l_g_gan: 1.2628e-01 l_d_real: 1.7881e-07 l_d_fake: 3.2783e-07 D_real: -2.1625e+01 D_fake: -3.7406e+01 +20-10-28 13:33:38.771 - INFO: pix-cb: 4.6514e-03 dtv-l1: 1.2530e-02 contextual: 8.4958e-01 fea-lpips-net-lin-squeeze: 6.3934e-03 l_g_gan: 1.1150e-01 l_d_real: 9.8348e-07 l_d_fake: 9.8348e-07 D_real: -4.2094e+01 D_fake: -5.6031e+01 +20-10-28 13:35:01.972 - INFO: pix-cb: 9.0363e-03 dtv-l1: 2.0676e-02 contextual: 7.7262e-01 fea-lpips-net-lin-squeeze: 7.1716e-03 l_g_gan: 5.1350e-02 l_d_real: 3.5584e-03 l_d_fake: 1.8196e-03 D_real: -1.5242e+01 D_fake: -2.1656e+01 +20-10-28 13:36:27.185 - INFO: pix-cb: 7.5978e-03 dtv-l1: 1.3689e-02 contextual: 1.1492e+00 fea-lpips-net-lin-squeeze: 3.0708e-03 l_g_gan: 1.9170e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.2938e+01 D_fake: -4.6906e+01 +20-10-28 13:37:49.192 - INFO: pix-cb: 3.3140e-03 dtv-l1: 1.1677e-02 contextual: 7.1811e-01 fea-lpips-net-lin-squeeze: 5.9586e-03 l_g_gan: 1.4847e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -9.9531e+00 D_fake: -2.8516e+01 +20-10-28 13:39:17.192 - INFO: pix-cb: 5.0231e-03 dtv-l1: 1.0417e-02 contextual: 1.0762e+00 fea-lpips-net-lin-squeeze: 4.4975e-03 l_g_gan: 1.0860e-02 l_d_real: 3.8988e-01 l_d_fake: 3.8753e-01 D_real: -3.5375e+01 D_fake: -3.6344e+01 +20-10-28 13:40:42.359 - INFO: pix-cb: 5.8443e-03 dtv-l1: 1.1331e-02 contextual: 9.5805e-01 fea-lpips-net-lin-squeeze: 2.9526e-03 l_g_gan: 1.7822e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.3312e+01 D_fake: -4.5594e+01 +20-10-28 13:42:03.406 - INFO: pix-cb: 6.6992e-03 dtv-l1: 1.2479e-02 contextual: 2.3691e+00 fea-lpips-net-lin-squeeze: 1.1612e-02 l_g_gan: 8.9167e-03 l_d_real: 8.0379e-01 l_d_fake: 7.3790e-01 D_real: -3.9531e+01 D_fake: -3.9875e+01 +20-10-28 13:43:27.500 - INFO: pix-cb: 4.4923e-03 dtv-l1: 1.3160e-02 contextual: 4.0840e-01 fea-lpips-net-lin-squeeze: 4.0855e-03 l_g_gan: 5.1981e-02 l_d_real: 1.6026e-03 l_d_fake: 1.5385e-03 D_real: -3.6000e+01 D_fake: -4.2500e+01 +20-10-28 13:44:48.062 - INFO: pix-cb: 3.0510e-03 dtv-l1: 1.3061e-02 contextual: 1.0313e+00 fea-lpips-net-lin-squeeze: 4.6425e-03 l_g_gan: 2.0066e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.1234e+01 D_fake: -4.6312e+01 +20-10-28 13:46:11.917 - INFO: pix-cb: 3.8744e-03 dtv-l1: 1.4479e-02 contextual: 7.1020e-01 fea-lpips-net-lin-squeeze: 5.9166e-03 l_g_gan: 1.3906e-01 l_d_real: 2.9802e-08 l_d_fake: 0.0000e+00 D_real: -3.6625e+01 D_fake: -5.4000e+01 +20-10-28 13:47:33.751 - INFO: pix-cb: 7.9236e-03 dtv-l1: 1.1330e-02 contextual: 1.4455e+00 fea-lpips-net-lin-squeeze: 5.5008e-03 l_g_gan: 5.8115e-02 l_d_real: 7.3715e-04 l_d_fake: 7.0773e-04 D_real: -2.2297e+01 D_fake: -2.9562e+01 +20-10-28 13:48:57.822 - INFO: pix-cb: 4.8551e-03 dtv-l1: 1.2684e-02 contextual: 1.5180e+00 fea-lpips-net-lin-squeeze: 1.1169e-02 l_g_gan: 1.5786e-02 l_d_real: 4.2736e-01 l_d_fake: 4.6449e-01 D_real: -4.5250e+01 D_fake: -4.6781e+01 +20-10-28 13:48:58.514 - INFO: Models and training states saved. +20-10-28 13:49:25.756 - INFO: # Validation # PSNR: 29.311, SSIM: 0.81346, LPIPS: 0.075776 +20-10-28 13:49:25.756 - INFO: PSNR: 29.311, SSIM: 0.81346, LPIPS: 0.075776 +20-10-28 13:50:51.756 - INFO: pix-cb: 5.2982e-03 dtv-l1: 1.3459e-02 contextual: 7.9872e-01 fea-lpips-net-lin-squeeze: 5.1346e-03 l_g_gan: 2.2788e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.4484e+01 D_fake: -4.2969e+01 +20-10-28 13:52:14.026 - INFO: pix-cb: 5.8978e-03 dtv-l1: 1.8167e-02 contextual: 9.9229e-01 fea-lpips-net-lin-squeeze: 8.5831e-03 l_g_gan: 2.0963e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.5562e+01 D_fake: -6.1750e+01 +20-10-28 13:53:41.511 - INFO: pix-cb: 5.5409e-03 dtv-l1: 1.3108e-02 contextual: 1.0395e+00 fea-lpips-net-lin-squeeze: 5.3711e-03 l_g_gan: 3.1288e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.0641e+01 D_fake: -6.9750e+01 +20-10-28 13:55:04.541 - INFO: pix-cb: 4.3318e-03 dtv-l1: 1.4751e-02 contextual: 8.8462e-01 fea-lpips-net-lin-squeeze: 4.8370e-03 l_g_gan: 1.2870e-01 l_d_real: 1.4901e-07 l_d_fake: 8.9407e-08 D_real: -1.3062e+01 D_fake: -2.9156e+01 +20-10-28 13:56:31.516 - INFO: pix-cb: 4.0645e-03 dtv-l1: 1.0522e-02 contextual: 1.3522e+00 fea-lpips-net-lin-squeeze: 8.8272e-03 l_g_gan: 2.0750e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.2250e+01 D_fake: -6.8188e+01 +20-10-28 13:57:53.981 - INFO: pix-cb: 2.9086e-03 dtv-l1: 1.4208e-02 contextual: 2.6272e-01 fea-lpips-net-lin-squeeze: 1.8997e-03 l_g_gan: 1.0205e-01 l_d_real: 4.3511e-06 l_d_fake: 3.3677e-06 D_real: -3.2094e+01 D_fake: -4.4844e+01 +20-10-28 13:59:20.478 - INFO: pix-cb: 4.6300e-03 dtv-l1: 8.1054e-03 contextual: 1.7371e+00 fea-lpips-net-lin-squeeze: 7.9727e-03 l_g_gan: 4.3443e-02 l_d_real: 4.5934e-03 l_d_fake: 4.6293e-03 D_real: -3.7438e+01 D_fake: -4.2875e+01 +20-10-28 14:00:47.208 - INFO: pix-cb: 2.6060e-03 dtv-l1: 1.0221e-02 contextual: 1.3288e+00 fea-lpips-net-lin-squeeze: 5.2681e-03 l_g_gan: 1.7573e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -8.1875e+00 D_fake: -3.0156e+01 +20-10-28 14:02:10.035 - INFO: pix-cb: 6.4942e-03 dtv-l1: 1.7613e-02 contextual: 1.2769e+00 fea-lpips-net-lin-squeeze: 1.0040e-02 l_g_gan: 1.9859e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.4562e+01 D_fake: -4.9375e+01 +20-10-28 14:03:35.454 - INFO: pix-cb: 5.0846e-03 dtv-l1: 1.2334e-02 contextual: 1.3043e+00 fea-lpips-net-lin-squeeze: 9.4528e-03 l_g_gan: 1.2017e-01 l_d_real: 3.8743e-07 l_d_fake: 4.7684e-07 D_real: -1.8531e+01 D_fake: -3.3562e+01 +20-10-28 14:04:57.127 - INFO: pix-cb: 4.9478e-03 dtv-l1: 1.4144e-02 contextual: 7.5341e-01 fea-lpips-net-lin-squeeze: 3.9940e-03 l_g_gan: 4.7495e-02 l_d_real: 3.0156e-03 l_d_fake: 3.4639e-03 D_real: -4.0906e+01 D_fake: -4.6844e+01 +20-10-28 14:06:20.955 - INFO: pix-cb: 4.3984e-03 dtv-l1: 1.3227e-02 contextual: 7.4453e-01 fea-lpips-net-lin-squeeze: 5.5847e-03 l_g_gan: 7.7079e-02 l_d_real: 7.3221e-05 l_d_fake: 7.2357e-05 D_real: -2.8938e+01 D_fake: -3.8562e+01 +20-10-28 14:07:27.162 - INFO: # Validation # PSNR: 29.218, SSIM: 0.81471, LPIPS: 0.073525 +20-10-28 14:07:27.162 - INFO: PSNR: 29.218, SSIM: 0.81471, LPIPS: 0.073525 +20-10-28 14:08:06.733 - INFO: pix-cb: 5.1034e-03 dtv-l1: 1.3472e-02 contextual: 1.3356e+00 fea-lpips-net-lin-squeeze: 7.2479e-03 l_g_gan: 5.4555e-02 l_d_real: 1.7048e-03 l_d_fake: 1.4004e-03 D_real: -2.0898e+00 D_fake: -8.9062e+00 +20-10-28 14:09:31.140 - INFO: pix-cb: 5.8664e-03 dtv-l1: 1.7324e-02 contextual: 1.7122e+00 fea-lpips-net-lin-squeeze: 1.1475e-02 l_g_gan: 6.4159e-02 l_d_real: 3.4481e-04 l_d_fake: 3.7884e-04 D_real: -3.0641e+01 D_fake: -3.8656e+01 +20-10-28 14:10:56.797 - INFO: pix-cb: 5.2228e-03 dtv-l1: 1.1613e-02 contextual: 1.0624e+00 fea-lpips-net-lin-squeeze: 8.3084e-03 l_g_gan: 1.5639e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.8797e+01 D_fake: -3.8344e+01 +20-10-28 14:12:17.006 - INFO: pix-cb: 4.9920e-03 dtv-l1: 1.3516e-02 contextual: 1.0333e+00 fea-lpips-net-lin-squeeze: 7.1220e-03 l_g_gan: 1.0397e-01 l_d_real: 2.4140e-06 l_d_fake: 2.3842e-06 D_real: -4.1562e+01 D_fake: -5.4562e+01 +20-10-28 14:13:41.445 - INFO: pix-cb: 5.7498e-03 dtv-l1: 1.7680e-02 contextual: 1.2533e+00 fea-lpips-net-lin-squeeze: 1.2230e-02 l_g_gan: 1.0684e-01 l_d_real: 1.7881e-06 l_d_fake: 1.6987e-06 D_real: -1.9453e+01 D_fake: -3.2812e+01 +20-10-28 14:15:02.075 - INFO: pix-cb: 3.0268e-03 dtv-l1: 1.0196e-02 contextual: 1.0947e+00 fea-lpips-net-lin-squeeze: 7.0801e-03 l_g_gan: 1.2036e-01 l_d_real: 3.5763e-07 l_d_fake: 6.2585e-07 D_real: -1.9328e+01 D_fake: -3.4375e+01 +20-10-28 14:16:28.225 - INFO: pix-cb: 3.3675e-03 dtv-l1: 1.2260e-02 contextual: 9.1019e-01 fea-lpips-net-lin-squeeze: 8.9493e-03 l_g_gan: 7.8719e-02 l_d_real: 6.4161e-05 l_d_fake: 9.4883e-05 D_real: -2.0203e+01 D_fake: -3.0047e+01 +20-10-28 14:17:49.575 - INFO: pix-cb: 3.5187e-03 dtv-l1: 9.9481e-03 contextual: 7.0187e-01 fea-lpips-net-lin-squeeze: 2.5959e-03 l_g_gan: 1.1942e-01 l_d_real: 8.3446e-07 l_d_fake: 5.3644e-07 D_real: -8.7578e+00 D_fake: -2.3688e+01 +20-10-28 14:19:11.918 - INFO: pix-cb: 4.8576e-03 dtv-l1: 1.0195e-02 contextual: 7.6585e-01 fea-lpips-net-lin-squeeze: 3.4332e-03 l_g_gan: 1.7871e-02 l_d_real: 1.2904e-01 l_d_fake: 1.2765e-01 D_real: -4.1375e+01 D_fake: -4.3469e+01 +20-10-28 14:20:35.626 - INFO: pix-cb: 3.4643e-03 dtv-l1: 1.2069e-02 contextual: 6.3414e-01 fea-lpips-net-lin-squeeze: 2.3594e-03 l_g_gan: 6.1535e-02 l_d_real: 4.7243e-04 l_d_fake: 4.7383e-04 D_real: -2.6000e+01 D_fake: -3.3688e+01 +20-10-28 14:21:58.052 - INFO: pix-cb: 3.1503e-03 dtv-l1: 9.0297e-03 contextual: 1.0139e+00 fea-lpips-net-lin-squeeze: 1.8110e-03 l_g_gan: 5.9432e-02 l_d_real: 6.5666e-04 l_d_fake: 1.8483e-03 D_real: -2.8141e+01 D_fake: -3.5562e+01 +20-10-28 14:23:21.075 - INFO: pix-cb: 4.4844e-03 dtv-l1: 1.5881e-02 contextual: 1.0419e+00 fea-lpips-net-lin-squeeze: 7.2060e-03 l_g_gan: 2.1366e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.7812e+01 D_fake: -6.4500e+01 +20-10-28 14:24:41.575 - INFO: pix-cb: 4.2795e-03 dtv-l1: 1.2527e-02 contextual: 9.7163e-01 fea-lpips-net-lin-squeeze: 6.8893e-03 l_g_gan: 9.0250e-02 l_d_real: 1.2815e-05 l_d_fake: 1.4454e-05 D_real: -3.6188e+01 D_fake: -4.7469e+01 +20-10-28 14:24:42.241 - INFO: Models and training states saved. +20-10-28 14:25:08.713 - INFO: # Validation # PSNR: 29.093, SSIM: 0.81779, LPIPS: 0.088769 +20-10-28 14:25:08.713 - INFO: PSNR: 29.093, SSIM: 0.81779, LPIPS: 0.088769 +20-10-28 14:26:33.764 - INFO: pix-cb: 3.0218e-03 dtv-l1: 1.6624e-02 contextual: 3.5291e-01 fea-lpips-net-lin-squeeze: 2.9430e-03 l_g_gan: 9.8125e-02 l_d_real: 5.5134e-06 l_d_fake: 5.8114e-06 D_real: -2.9047e+01 D_fake: -4.1312e+01 +20-10-28 14:27:55.621 - INFO: pix-cb: 3.3607e-03 dtv-l1: 1.2340e-02 contextual: 6.8153e-01 fea-lpips-net-lin-squeeze: 4.9057e-03 l_g_gan: 2.1373e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.2281e+01 D_fake: -5.9000e+01 +20-10-28 14:29:20.067 - INFO: pix-cb: 4.2393e-03 dtv-l1: 1.3374e-02 contextual: 1.2978e+00 fea-lpips-net-lin-squeeze: 1.1475e-02 l_g_gan: 8.0297e-02 l_d_real: 4.8338e-05 l_d_fake: 4.9262e-05 D_real: -1.9250e+01 D_fake: -2.9281e+01 +20-10-28 14:30:43.853 - INFO: pix-cb: 4.5332e-03 dtv-l1: 1.2410e-02 contextual: 1.1334e+00 fea-lpips-net-lin-squeeze: 4.7188e-03 l_g_gan: 1.4928e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4969e+01 D_fake: -5.3625e+01 +20-10-28 14:32:05.397 - INFO: pix-cb: 4.1855e-03 dtv-l1: 1.5036e-02 contextual: 8.6591e-01 fea-lpips-net-lin-squeeze: 8.8806e-03 l_g_gan: 5.0250e-02 l_d_real: 1.8857e-03 l_d_fake: 1.9204e-03 D_real: -2.2125e+01 D_fake: -2.8406e+01 +20-10-28 14:33:29.130 - INFO: pix-cb: 4.6038e-03 dtv-l1: 1.5447e-02 contextual: 8.3145e-01 fea-lpips-net-lin-squeeze: 6.2447e-03 l_g_gan: 2.1441e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8625e+01 D_fake: -6.5438e+01 +20-10-28 14:34:51.392 - INFO: pix-cb: 4.9524e-03 dtv-l1: 1.6316e-02 contextual: 1.1135e+00 fea-lpips-net-lin-squeeze: 1.0628e-02 l_g_gan: 1.5050e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1062e+01 D_fake: -4.9875e+01 +20-10-28 14:36:16.053 - INFO: pix-cb: 6.0565e-03 dtv-l1: 1.8905e-02 contextual: 6.9293e-01 fea-lpips-net-lin-squeeze: 7.1144e-03 l_g_gan: 1.4881e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.2938e+01 D_fake: -6.1531e+01 +20-10-28 14:37:34.969 - INFO: pix-cb: 8.4309e-03 dtv-l1: 1.5478e-02 contextual: 1.1455e+00 fea-lpips-net-lin-squeeze: 8.2474e-03 l_g_gan: 1.3153e-01 l_d_real: 8.9407e-08 l_d_fake: 5.9605e-08 D_real: -9.7188e+00 D_fake: -2.6156e+01 +20-10-28 14:38:58.026 - INFO: pix-cb: 5.6600e-03 dtv-l1: 1.2262e-02 contextual: 1.1240e+00 fea-lpips-net-lin-squeeze: 7.8354e-03 l_g_gan: 9.1906e-02 l_d_real: 1.2398e-05 l_d_fake: 1.3351e-05 D_real: -3.7461e+00 D_fake: -1.5234e+01 +20-10-28 14:40:21.391 - INFO: pix-cb: 4.0501e-03 dtv-l1: 1.4959e-02 contextual: 4.1633e-01 fea-lpips-net-lin-squeeze: 1.3733e-03 l_g_gan: 2.1903e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3688e+01 D_fake: -7.1062e+01 +20-10-28 14:41:40.437 - INFO: pix-cb: 3.5327e-03 dtv-l1: 1.2569e-02 contextual: 5.7965e-01 fea-lpips-net-lin-squeeze: 3.0537e-03 l_g_gan: 1.6447e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4344e+01 D_fake: -5.4906e+01 +20-10-28 14:42:45.569 - INFO: # Validation # PSNR: 29.388, SSIM: 0.81749, LPIPS: 0.078839 +20-10-28 14:42:45.569 - INFO: PSNR: 29.388, SSIM: 0.81749, LPIPS: 0.078839 +20-10-28 14:43:29.812 - INFO: pix-cb: 5.4073e-03 dtv-l1: 9.9003e-03 contextual: 9.8038e-01 fea-lpips-net-lin-squeeze: 9.3842e-04 l_g_gan: 7.0252e-02 l_d_real: 1.5636e-04 l_d_fake: 2.1924e-04 D_real: -2.4000e+01 D_fake: -3.2781e+01 +20-10-28 14:44:49.169 - INFO: pix-cb: 4.4751e-03 dtv-l1: 1.2542e-02 contextual: 1.0906e+00 fea-lpips-net-lin-squeeze: 6.0425e-03 l_g_gan: 8.6500e-02 l_d_real: 2.1964e-05 l_d_fake: 2.0295e-05 D_real: -3.6438e+01 D_fake: -4.7250e+01 +20-10-28 14:46:13.224 - INFO: pix-cb: 5.3849e-03 dtv-l1: 9.7079e-03 contextual: 1.2467e+00 fea-lpips-net-lin-squeeze: 5.2567e-03 l_g_gan: 8.7157e-03 l_d_real: 4.2909e-01 l_d_fake: 4.2172e-01 D_real: -3.5375e+01 D_fake: -3.6031e+01 +20-10-28 14:47:32.034 - INFO: pix-cb: 6.0599e-03 dtv-l1: 1.4807e-02 contextual: 4.9971e-01 fea-lpips-net-lin-squeeze: 3.8662e-03 l_g_gan: 2.1819e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.0469e+01 D_fake: -6.7750e+01 +20-10-28 14:48:58.524 - INFO: pix-cb: 4.9498e-03 dtv-l1: 1.3482e-02 contextual: 2.0627e+00 fea-lpips-net-lin-squeeze: 1.2154e-02 l_g_gan: 3.6755e-02 l_d_real: 1.0268e-02 l_d_fake: 1.0436e-02 D_real: -1.7125e+01 D_fake: -2.1703e+01 +20-10-28 14:50:23.444 - INFO: pix-cb: 3.5510e-03 dtv-l1: 1.3571e-02 contextual: 9.8669e-01 fea-lpips-net-lin-squeeze: 4.4823e-03 l_g_gan: 1.0656e-01 l_d_real: 1.8477e-06 l_d_fake: 1.9670e-06 D_real: -2.2750e+01 D_fake: -3.6062e+01 +20-10-28 14:51:42.552 - INFO: pix-cb: 3.8098e-03 dtv-l1: 1.5081e-02 contextual: 5.0553e-01 fea-lpips-net-lin-squeeze: 3.2349e-03 l_g_gan: 9.5781e-02 l_d_real: 7.0333e-06 l_d_fake: 7.2121e-06 D_real: -1.4234e+01 D_fake: -2.6203e+01 +20-10-28 14:53:05.947 - INFO: pix-cb: 3.4165e-03 dtv-l1: 1.0269e-02 contextual: 1.5062e+00 fea-lpips-net-lin-squeeze: 6.4697e-03 l_g_gan: 1.5889e-02 l_d_real: 1.6524e-01 l_d_fake: 1.7035e-01 D_real: -1.9750e+01 D_fake: -2.1562e+01 +20-10-28 14:54:26.079 - INFO: pix-cb: 3.9365e-03 dtv-l1: 1.2826e-02 contextual: 5.5275e-01 fea-lpips-net-lin-squeeze: 2.4834e-03 l_g_gan: 9.9234e-02 l_d_real: 4.9472e-06 l_d_fake: 4.3809e-06 D_real: -2.8469e+01 D_fake: -4.0875e+01 +20-10-28 14:55:50.475 - INFO: pix-cb: 4.4911e-03 dtv-l1: 1.1791e-02 contextual: 6.1350e-01 fea-lpips-net-lin-squeeze: 4.4289e-03 l_g_gan: 1.5180e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.4531e+01 D_fake: -4.3500e+01 +20-10-28 14:57:11.454 - INFO: pix-cb: 4.6707e-03 dtv-l1: 1.4723e-02 contextual: 8.5613e-01 fea-lpips-net-lin-squeeze: 5.2643e-03 l_g_gan: 7.0283e-02 l_d_real: 1.5770e-04 l_d_fake: 1.5725e-04 D_real: -3.9344e+01 D_fake: -4.8125e+01 +20-10-28 14:58:35.266 - INFO: pix-cb: 3.9018e-03 dtv-l1: 8.6157e-03 contextual: 1.1049e+00 fea-lpips-net-lin-squeeze: 9.8877e-03 l_g_gan: 1.1469e-01 l_d_real: 6.2585e-07 l_d_fake: 5.9605e-07 D_real: -5.2906e+01 D_fake: -6.7250e+01 +20-10-28 15:00:06.258 - INFO: pix-cb: 3.6943e-03 dtv-l1: 1.2512e-02 contextual: 8.7115e-01 fea-lpips-net-lin-squeeze: 6.4850e-03 l_g_gan: 1.0019e-01 l_d_real: 3.6359e-06 l_d_fake: 4.5597e-06 D_real: -4.2906e+01 D_fake: -5.5438e+01 +20-10-28 15:00:06.928 - INFO: Models and training states saved. +20-10-28 15:00:33.074 - INFO: # Validation # PSNR: 29.058, SSIM: 0.80769, LPIPS: 0.077483 +20-10-28 15:00:33.075 - INFO: PSNR: 29.058, SSIM: 0.80769, LPIPS: 0.077483 +20-10-28 15:01:54.753 - INFO: pix-cb: 2.9467e-03 dtv-l1: 1.0783e-02 contextual: 6.5620e-01 fea-lpips-net-lin-squeeze: 5.1842e-03 l_g_gan: 2.2794e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9125e+01 D_fake: -5.7625e+01 +20-10-28 15:03:19.356 - INFO: pix-cb: 3.2424e-03 dtv-l1: 1.7031e-02 contextual: 8.4622e-01 fea-lpips-net-lin-squeeze: 2.9392e-03 l_g_gan: 1.0195e-01 l_d_real: 3.2186e-06 l_d_fake: 3.2543e-05 D_real: -2.1812e+01 D_fake: -3.4562e+01 +20-10-28 15:04:39.253 - INFO: pix-cb: 4.2541e-03 dtv-l1: 1.2223e-02 contextual: 1.0658e+00 fea-lpips-net-lin-squeeze: 5.5389e-03 l_g_gan: 1.2321e-01 l_d_real: 2.0862e-07 l_d_fake: 2.3842e-07 D_real: -1.4445e+01 D_fake: -2.9844e+01 +20-10-28 15:06:01.526 - INFO: pix-cb: 4.1918e-03 dtv-l1: 1.1465e-02 contextual: 8.1538e-01 fea-lpips-net-lin-squeeze: 6.1188e-03 l_g_gan: 7.5501e-02 l_d_real: 1.8152e-04 l_d_fake: 1.1756e-04 D_real: -3.9062e+01 D_fake: -4.8500e+01 +20-10-28 15:07:19.754 - INFO: pix-cb: 5.4114e-03 dtv-l1: 1.3886e-02 contextual: 1.5729e+00 fea-lpips-net-lin-squeeze: 9.8114e-03 l_g_gan: 2.1315e-02 l_d_real: 7.5028e-02 l_d_fake: 8.9547e-02 D_real: -4.1688e+01 D_fake: -4.4281e+01 +20-10-28 15:08:42.053 - INFO: pix-cb: 2.9637e-03 dtv-l1: 1.2024e-02 contextual: 3.3214e-01 fea-lpips-net-lin-squeeze: 2.5692e-03 l_g_gan: 1.5675e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.4562e+01 D_fake: -4.4156e+01 +20-10-28 15:10:04.470 - INFO: pix-cb: 6.3706e-03 dtv-l1: 1.5693e-02 contextual: 1.2178e+00 fea-lpips-net-lin-squeeze: 5.2032e-03 l_g_gan: 3.2777e-02 l_d_real: 1.7004e-02 l_d_fake: 1.7079e-02 D_real: -2.3203e+01 D_fake: -2.7281e+01 +20-10-28 15:11:23.068 - INFO: pix-cb: 4.4813e-03 dtv-l1: 1.4254e-02 contextual: 9.0273e-01 fea-lpips-net-lin-squeeze: 5.5389e-03 l_g_gan: 8.3500e-02 l_d_real: 3.5941e-05 l_d_fake: 2.9504e-05 D_real: -2.4219e+01 D_fake: -3.4656e+01 +20-10-28 15:12:45.060 - INFO: pix-cb: 7.6959e-03 dtv-l1: 2.0599e-02 contextual: 7.1028e-01 fea-lpips-net-lin-squeeze: 4.2038e-03 l_g_gan: 1.6172e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.6836e+00 D_fake: -2.5906e+01 +20-10-28 15:14:03.699 - INFO: pix-cb: 3.2436e-03 dtv-l1: 1.1580e-02 contextual: 1.7584e+00 fea-lpips-net-lin-squeeze: 4.3221e-03 l_g_gan: 1.7637e-02 l_d_real: 1.4266e-01 l_d_fake: 1.4170e-01 D_real: -2.8062e+01 D_fake: -3.0125e+01 +20-10-28 15:15:26.180 - INFO: pix-cb: 4.2445e-03 dtv-l1: 1.2356e-02 contextual: 1.4088e+00 fea-lpips-net-lin-squeeze: 8.2855e-03 l_g_gan: 2.5544e-02 l_d_real: 4.2336e-02 l_d_fake: 4.2890e-02 D_real: -3.1031e+01 D_fake: -3.4188e+01 +20-10-28 15:16:44.697 - INFO: pix-cb: 3.7446e-03 dtv-l1: 1.2979e-02 contextual: 1.4011e+00 fea-lpips-net-lin-squeeze: 9.1934e-03 l_g_gan: 1.5330e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.0031e+01 D_fake: -4.9188e+01 +20-10-28 15:17:52.249 - INFO: # Validation # PSNR: 29.153, SSIM: 0.81264, LPIPS: 0.072785 +20-10-28 15:17:52.249 - INFO: PSNR: 29.153, SSIM: 0.81264, LPIPS: 0.072785 +20-10-28 15:18:31.429 - INFO: pix-cb: 1.5132e-02 dtv-l1: 1.4627e-02 contextual: 5.1783e-01 fea-lpips-net-lin-squeeze: 3.6087e-03 l_g_gan: 1.8134e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.5531e+01 D_fake: -5.8188e+01 +20-10-28 15:19:53.567 - INFO: pix-cb: 4.8120e-03 dtv-l1: 1.3816e-02 contextual: 6.2823e-01 fea-lpips-net-lin-squeeze: 4.2953e-03 l_g_gan: 1.4398e-01 l_d_real: 2.9802e-08 l_d_fake: 0.0000e+00 D_real: -2.4000e+01 D_fake: -4.2000e+01 +20-10-28 15:21:11.888 - INFO: pix-cb: 3.5983e-03 dtv-l1: 1.1527e-02 contextual: 1.2719e+00 fea-lpips-net-lin-squeeze: 6.9618e-03 l_g_gan: 1.5481e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.7094e+01 D_fake: -4.6438e+01 +20-10-28 15:22:33.693 - INFO: pix-cb: 4.1658e-03 dtv-l1: 9.8155e-03 contextual: 1.1279e+00 fea-lpips-net-lin-squeeze: 4.3221e-03 l_g_gan: 1.9719e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.0320e+01 D_fake: -3.4969e+01 +20-10-28 15:23:52.254 - INFO: pix-cb: 3.5964e-03 dtv-l1: 1.4426e-02 contextual: 1.1165e+00 fea-lpips-net-lin-squeeze: 7.8354e-03 l_g_gan: 1.9059e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1859e+01 D_fake: -5.5688e+01 +20-10-28 15:25:14.252 - INFO: pix-cb: 6.6119e-03 dtv-l1: 1.5925e-02 contextual: 5.3381e-01 fea-lpips-net-lin-squeeze: 2.2373e-03 l_g_gan: 3.5719e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.3703e+01 D_fake: -5.8344e+01 +20-10-28 15:26:32.361 - INFO: pix-cb: 3.1509e-03 dtv-l1: 9.9536e-03 contextual: 5.0739e-01 fea-lpips-net-lin-squeeze: 2.4185e-03 l_g_gan: 9.1883e-02 l_d_real: 1.1057e-05 l_d_fake: 1.0520e-05 D_real: -1.0953e+01 D_fake: -2.2438e+01 +20-10-28 15:27:54.566 - INFO: pix-cb: 2.7447e-03 dtv-l1: 1.2067e-02 contextual: 9.3499e-01 fea-lpips-net-lin-squeeze: 5.4626e-03 l_g_gan: 8.3407e-02 l_d_real: 3.5643e-05 l_d_fake: 4.4642e-05 D_real: -3.4625e+01 D_fake: -4.5062e+01 +20-10-28 15:29:16.754 - INFO: pix-cb: 3.3816e-03 dtv-l1: 1.0935e-02 contextual: 1.7568e+00 fea-lpips-net-lin-squeeze: 8.9569e-03 l_g_gan: 4.7000e-02 l_d_real: 3.1873e-03 l_d_fake: 4.5343e-03 D_real: -3.5812e+01 D_fake: -4.1688e+01 +20-10-28 15:30:35.157 - INFO: pix-cb: 6.5048e-03 dtv-l1: 1.4139e-02 contextual: 1.1749e+00 fea-lpips-net-lin-squeeze: 6.8703e-03 l_g_gan: 7.8954e-02 l_d_real: 5.5699e-05 l_d_fake: 5.9841e-05 D_real: -2.7344e+01 D_fake: -3.7219e+01 +20-10-28 15:31:57.097 - INFO: pix-cb: 3.9216e-03 dtv-l1: 1.7092e-02 contextual: 5.2906e-01 fea-lpips-net-lin-squeeze: 2.9831e-03 l_g_gan: 1.8119e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.2844e+01 D_fake: -5.5500e+01 +20-10-28 15:33:15.486 - INFO: pix-cb: 3.8873e-03 dtv-l1: 1.1851e-02 contextual: 1.3422e+00 fea-lpips-net-lin-squeeze: 4.6654e-03 l_g_gan: 1.2608e-01 l_d_real: 1.4901e-07 l_d_fake: 1.7881e-07 D_real: -2.6859e+01 D_fake: -4.2625e+01 +20-10-28 15:34:37.658 - INFO: pix-cb: 4.7488e-03 dtv-l1: 1.6103e-02 contextual: 1.3929e+00 fea-lpips-net-lin-squeeze: 4.3602e-03 l_g_gan: 6.7503e-02 l_d_real: 2.7967e-04 l_d_fake: 4.8727e-04 D_real: -2.7562e+01 D_fake: -3.6000e+01 +20-10-28 15:34:38.368 - INFO: Models and training states saved. +20-10-28 15:35:03.049 - INFO: # Validation # PSNR: 29.203, SSIM: 0.81095, LPIPS: 0.073428 +20-10-28 15:35:03.049 - INFO: PSNR: 29.203, SSIM: 0.81095, LPIPS: 0.073428 +20-10-28 15:36:21.578 - INFO: pix-cb: 7.3836e-03 dtv-l1: 1.6235e-02 contextual: 1.4532e+00 fea-lpips-net-lin-squeeze: 1.0712e-02 l_g_gan: 2.1378e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.0062e+01 D_fake: -4.6781e+01 +20-10-28 15:37:44.029 - INFO: pix-cb: 5.9199e-03 dtv-l1: 1.4330e-02 contextual: 1.3800e+00 fea-lpips-net-lin-squeeze: 7.2784e-03 l_g_gan: 1.2470e-01 l_d_real: 1.7881e-07 l_d_fake: 1.7881e-07 D_real: -2.9219e+01 D_fake: -4.4812e+01 +20-10-28 15:39:06.584 - INFO: pix-cb: 2.5176e-03 dtv-l1: 6.9464e-03 contextual: 1.0952e+00 fea-lpips-net-lin-squeeze: 4.5662e-03 l_g_gan: 1.4625e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4844e+01 D_fake: -5.3125e+01 +20-10-28 15:40:25.180 - INFO: pix-cb: 3.1423e-03 dtv-l1: 9.6526e-03 contextual: 1.3673e+00 fea-lpips-net-lin-squeeze: 9.0103e-03 l_g_gan: 6.5065e-02 l_d_real: 3.1257e-04 l_d_fake: 3.0316e-04 D_real: -3.4188e+01 D_fake: -4.2312e+01 +20-10-28 15:41:47.544 - INFO: pix-cb: 7.0106e-03 dtv-l1: 1.2284e-02 contextual: 1.4266e+00 fea-lpips-net-lin-squeeze: 7.9346e-03 l_g_gan: 2.0186e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9797e+01 D_fake: -5.5031e+01 +20-10-28 15:43:06.329 - INFO: pix-cb: 3.9727e-03 dtv-l1: 1.2774e-02 contextual: 7.4598e-01 fea-lpips-net-lin-squeeze: 4.0131e-03 l_g_gan: 1.2200e-01 l_d_real: 2.6822e-07 l_d_fake: 2.9802e-07 D_real: -4.1438e+01 D_fake: -5.6688e+01 +20-10-28 15:44:28.765 - INFO: pix-cb: 5.2005e-03 dtv-l1: 1.4765e-02 contextual: 1.0447e+00 fea-lpips-net-lin-squeeze: 5.2185e-03 l_g_gan: 2.1175e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.8719e+01 D_fake: -5.5188e+01 +20-10-28 15:45:47.568 - INFO: pix-cb: 4.1025e-03 dtv-l1: 9.4362e-03 contextual: 1.7489e+00 fea-lpips-net-lin-squeeze: 7.4806e-03 l_g_gan: 7.7985e-02 l_d_real: 8.1652e-05 l_d_fake: 6.7202e-05 D_real: -2.7906e+01 D_fake: -3.7656e+01 +20-10-28 15:47:09.687 - INFO: pix-cb: 5.1243e-03 dtv-l1: 1.0935e-02 contextual: 1.0108e+00 fea-lpips-net-lin-squeeze: 7.4310e-03 l_g_gan: 2.4681e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.2844e+01 D_fake: -7.3688e+01 +20-10-28 15:48:31.842 - INFO: pix-cb: 3.3211e-03 dtv-l1: 1.3921e-02 contextual: 7.4142e-01 fea-lpips-net-lin-squeeze: 3.7708e-03 l_g_gan: 2.5869e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3062e+01 D_fake: -7.5375e+01 +20-10-28 15:49:50.495 - INFO: pix-cb: 3.1558e-03 dtv-l1: 1.3856e-02 contextual: 1.3815e+00 fea-lpips-net-lin-squeeze: 4.7112e-03 l_g_gan: 2.1588e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3375e+01 D_fake: -7.0375e+01 +20-10-28 15:51:12.782 - INFO: pix-cb: 6.2781e-03 dtv-l1: 2.0441e-02 contextual: 1.1333e+00 fea-lpips-net-lin-squeeze: 9.4528e-03 l_g_gan: 9.1734e-02 l_d_real: 1.3441e-05 l_d_fake: 1.1295e-05 D_real: -2.3219e+01 D_fake: -3.4688e+01 +20-10-28 15:52:16.934 - INFO: # Validation # PSNR: 29.213, SSIM: 0.80849, LPIPS: 0.074963 +20-10-28 15:52:16.934 - INFO: PSNR: 29.213, SSIM: 0.80849, LPIPS: 0.074963 +20-10-28 15:52:56.197 - INFO: pix-cb: 4.1721e-03 dtv-l1: 1.1418e-02 contextual: 1.0892e+00 fea-lpips-net-lin-squeeze: 4.9820e-03 l_g_gan: 2.5022e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.4812e+01 D_fake: -5.6094e+01 +20-10-28 15:54:18.221 - INFO: pix-cb: 1.8752e-03 dtv-l1: 6.6849e-03 contextual: 1.0007e+00 fea-lpips-net-lin-squeeze: 1.4124e-03 l_g_gan: 1.3363e-01 l_d_real: 8.9407e-08 l_d_fake: 2.9802e-08 D_real: -1.6516e+01 D_fake: -3.3219e+01 +20-10-28 15:55:36.637 - INFO: pix-cb: 5.4653e-03 dtv-l1: 1.0630e-02 contextual: 1.4279e+00 fea-lpips-net-lin-squeeze: 9.5520e-03 l_g_gan: 7.9719e-02 l_d_real: 5.8589e-05 l_d_fake: 5.8946e-05 D_real: -3.6562e+01 D_fake: -4.6531e+01 +20-10-28 15:56:58.962 - INFO: pix-cb: 4.9571e-03 dtv-l1: 1.5163e-02 contextual: 8.2082e-01 fea-lpips-net-lin-squeeze: 7.5912e-03 l_g_gan: 1.5441e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.6375e+01 D_fake: -5.5688e+01 +20-10-28 15:58:21.252 - INFO: pix-cb: 1.0118e-02 dtv-l1: 6.6318e-03 contextual: 1.7011e+00 fea-lpips-net-lin-squeeze: 7.5493e-03 l_g_gan: 1.1552e-01 l_d_real: 5.9605e-07 l_d_fake: 5.3644e-07 D_real: -1.1875e+01 D_fake: -2.6312e+01 +20-10-28 15:59:39.914 - INFO: pix-cb: 2.6822e-03 dtv-l1: 1.0967e-02 contextual: 9.1258e-01 fea-lpips-net-lin-squeeze: 2.7905e-03 l_g_gan: 2.5959e-02 l_d_real: 4.6120e-02 l_d_fake: 4.1251e-02 D_real: -2.7031e+01 D_fake: -3.0234e+01 +20-10-28 16:01:02.281 - INFO: pix-cb: 4.1338e-03 dtv-l1: 1.2800e-02 contextual: 7.7566e-01 fea-lpips-net-lin-squeeze: 6.1264e-03 l_g_gan: 1.4136e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.1797e+01 D_fake: -3.9469e+01 +20-10-28 16:02:20.592 - INFO: pix-cb: 4.3997e-03 dtv-l1: 1.0424e-02 contextual: 1.3741e+00 fea-lpips-net-lin-squeeze: 6.7902e-03 l_g_gan: 2.3280e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.7281e+01 D_fake: -4.6375e+01 +20-10-28 16:03:42.662 - INFO: pix-cb: 7.8881e-03 dtv-l1: 1.7324e-02 contextual: 8.0452e-01 fea-lpips-net-lin-squeeze: 1.9703e-03 l_g_gan: 1.2756e-01 l_d_real: 1.4901e-07 l_d_fake: 1.7881e-07 D_real: -1.9594e+01 D_fake: -3.5531e+01 +20-10-28 16:05:00.895 - INFO: pix-cb: 4.3955e-03 dtv-l1: 1.5084e-02 contextual: 1.3760e+00 fea-lpips-net-lin-squeeze: 8.2550e-03 l_g_gan: 1.3298e-01 l_d_real: 5.9605e-08 l_d_fake: 5.9605e-08 D_real: -1.4703e+01 D_fake: -3.1328e+01 +20-10-28 16:06:23.249 - INFO: pix-cb: 2.9199e-03 dtv-l1: 1.3360e-02 contextual: 8.3803e-01 fea-lpips-net-lin-squeeze: 4.5700e-03 l_g_gan: 2.5128e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.3219e+01 D_fake: -5.4625e+01 +20-10-28 16:07:45.651 - INFO: pix-cb: 1.0458e-02 dtv-l1: 2.0595e-02 contextual: 9.6036e-01 fea-lpips-net-lin-squeeze: 6.9809e-03 l_g_gan: 1.7517e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.2219e+01 D_fake: -5.4125e+01 +20-10-28 16:09:03.869 - INFO: pix-cb: 5.1256e-03 dtv-l1: 1.3166e-02 contextual: 6.7256e-01 fea-lpips-net-lin-squeeze: 2.3041e-03 l_g_gan: 6.2723e-02 l_d_real: 4.1812e-04 l_d_fake: 5.2209e-04 D_real: -4.0406e+01 D_fake: -4.8250e+01 +20-10-28 16:09:04.531 - INFO: Models and training states saved. +20-10-28 16:09:29.312 - INFO: # Validation # PSNR: 29.374, SSIM: 0.81937, LPIPS: 0.082357 +20-10-28 16:09:29.313 - INFO: PSNR: 29.374, SSIM: 0.81937, LPIPS: 0.082357 +20-10-28 16:10:50.902 - INFO: pix-cb: 2.5436e-03 dtv-l1: 1.0778e-02 contextual: 8.5048e-01 fea-lpips-net-lin-squeeze: 3.3188e-03 l_g_gan: 7.9501e-02 l_d_real: 5.8172e-05 l_d_fake: 9.0741e-05 D_real: -4.4375e+01 D_fake: -5.4312e+01 +20-10-28 16:12:09.434 - INFO: pix-cb: 4.9709e-03 dtv-l1: 1.3578e-02 contextual: 1.9813e+00 fea-lpips-net-lin-squeeze: 1.3519e-02 l_g_gan: 1.5548e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.5664e+01 D_fake: -3.5094e+01 +20-10-28 16:13:31.753 - INFO: pix-cb: 2.9138e-03 dtv-l1: 1.1260e-02 contextual: 8.1115e-01 fea-lpips-net-lin-squeeze: 9.1095e-03 l_g_gan: 1.6728e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.0031e+01 D_fake: -5.0938e+01 +20-10-28 16:14:50.412 - INFO: pix-cb: 4.3799e-03 dtv-l1: 1.3435e-02 contextual: 1.0225e+00 fea-lpips-net-lin-squeeze: 4.6768e-03 l_g_gan: 8.4133e-02 l_d_real: 2.8520e-05 l_d_fake: 2.8878e-05 D_real: -8.5312e+00 D_fake: -1.9047e+01 +20-10-28 16:16:12.615 - INFO: pix-cb: 5.5903e-03 dtv-l1: 1.5923e-02 contextual: 8.3273e-01 fea-lpips-net-lin-squeeze: 6.9733e-03 l_g_gan: 9.5875e-02 l_d_real: 1.0759e-05 l_d_fake: 7.3015e-06 D_real: -6.6500e+01 D_fake: -7.8500e+01 +20-10-28 16:17:34.807 - INFO: pix-cb: 3.2243e-03 dtv-l1: 8.0723e-03 contextual: 1.6751e+00 fea-lpips-net-lin-squeeze: 8.4000e-03 l_g_gan: 1.2253e-01 l_d_real: 2.3842e-07 l_d_fake: 2.6822e-07 D_real: -3.3688e+01 D_fake: -4.9000e+01 +20-10-28 16:18:53.475 - INFO: pix-cb: 1.8756e-03 dtv-l1: 9.3197e-03 contextual: 1.8300e+00 fea-lpips-net-lin-squeeze: 7.4158e-03 l_g_gan: 3.8755e-02 l_d_real: 8.1173e-03 l_d_fake: 8.8077e-03 D_real: -4.1031e+01 D_fake: -4.5875e+01 +20-10-28 16:20:15.724 - INFO: pix-cb: 4.3430e-03 dtv-l1: 1.3854e-02 contextual: 5.6646e-01 fea-lpips-net-lin-squeeze: 3.4504e-03 l_g_gan: 2.8703e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.4875e+01 D_fake: -6.0750e+01 +20-10-28 16:21:34.018 - INFO: pix-cb: 5.3693e-03 dtv-l1: 1.6085e-02 contextual: 9.9527e-01 fea-lpips-net-lin-squeeze: 7.4005e-03 l_g_gan: 1.7373e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.5594e+01 D_fake: -3.7312e+01 +20-10-28 16:22:56.300 - INFO: pix-cb: 4.4130e-03 dtv-l1: 1.4488e-02 contextual: 1.5730e+00 fea-lpips-net-lin-squeeze: 9.2316e-03 l_g_gan: 1.6723e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.4438e+01 D_fake: -4.5344e+01 +20-10-28 16:24:14.706 - INFO: pix-cb: 3.9255e-03 dtv-l1: 1.3966e-02 contextual: 1.3480e+00 fea-lpips-net-lin-squeeze: 6.7902e-03 l_g_gan: 1.1686e-01 l_d_real: 4.4703e-07 l_d_fake: 7.1526e-07 D_real: -1.9953e+01 D_fake: -3.4562e+01 +20-10-28 16:25:36.557 - INFO: pix-cb: 8.6813e-03 dtv-l1: 1.8925e-02 contextual: 1.1176e+00 fea-lpips-net-lin-squeeze: 5.6686e-03 l_g_gan: 1.9986e-02 l_d_real: 1.9002e-01 l_d_fake: 1.5408e-01 D_real: -2.2609e+01 D_fake: -2.4938e+01 +20-10-28 16:26:40.511 - INFO: # Validation # PSNR: 29.274, SSIM: 0.81409, LPIPS: 0.073493 +20-10-28 16:26:40.512 - INFO: PSNR: 29.274, SSIM: 0.81409, LPIPS: 0.073493 +20-10-28 16:27:23.294 - INFO: pix-cb: 5.3746e-03 dtv-l1: 1.0167e-02 contextual: 1.3542e+00 fea-lpips-net-lin-squeeze: 6.8703e-03 l_g_gan: 2.5560e-02 l_d_real: 4.2860e-02 l_d_fake: 4.2565e-02 D_real: -3.4375e+01 D_fake: -3.7531e+01 +20-10-28 16:28:41.716 - INFO: pix-cb: 4.2466e-03 dtv-l1: 1.3819e-02 contextual: 3.8994e-01 fea-lpips-net-lin-squeeze: 1.1921e-03 l_g_gan: 1.3000e-01 l_d_real: 1.1921e-07 l_d_fake: 8.9407e-08 D_real: -3.8312e+01 D_fake: -5.4562e+01 +20-10-28 16:30:03.790 - INFO: pix-cb: 5.1583e-03 dtv-l1: 1.3646e-02 contextual: 1.4021e+00 fea-lpips-net-lin-squeeze: 1.1230e-02 l_g_gan: 6.1286e-02 l_d_real: 5.7332e-04 l_d_fake: 7.0465e-04 D_real: -3.8094e+01 D_fake: -4.5750e+01 +20-10-28 16:31:22.001 - INFO: pix-cb: 5.0963e-03 dtv-l1: 1.2891e-02 contextual: 1.4687e+00 fea-lpips-net-lin-squeeze: 9.5215e-03 l_g_gan: 9.7469e-02 l_d_real: 5.1856e-06 l_d_fake: 5.5432e-06 D_real: -3.5719e+01 D_fake: -4.7906e+01 +20-10-28 16:32:43.948 - INFO: pix-cb: 2.4066e-03 dtv-l1: 1.1957e-02 contextual: 7.3045e-01 fea-lpips-net-lin-squeeze: 5.1193e-03 l_g_gan: 1.2328e-01 l_d_real: 2.3842e-07 l_d_fake: 2.9802e-07 D_real: -3.7062e+01 D_fake: -5.2469e+01 +20-10-28 16:34:03.845 - INFO: pix-cb: 2.9206e-03 dtv-l1: 1.1839e-02 contextual: 1.3161e+00 fea-lpips-net-lin-squeeze: 3.1548e-03 l_g_gan: 1.0625e-02 l_d_real: 3.1926e-01 l_d_fake: 3.1757e-01 D_real: -2.9312e+01 D_fake: -3.0328e+01 +20-10-28 16:35:29.761 - INFO: pix-cb: 4.6465e-03 dtv-l1: 1.2776e-02 contextual: 9.9356e-01 fea-lpips-net-lin-squeeze: 6.4850e-03 l_g_gan: 2.1590e-02 l_d_real: 8.7051e-02 l_d_fake: 9.1735e-02 D_real: -2.6984e+01 D_fake: -2.9594e+01 +20-10-28 16:36:55.904 - INFO: pix-cb: 4.5117e-03 dtv-l1: 1.6226e-02 contextual: 9.6089e-01 fea-lpips-net-lin-squeeze: 8.2169e-03 l_g_gan: 1.2772e-01 l_d_real: 1.4901e-07 l_d_fake: 1.7881e-07 D_real: -3.2594e+01 D_fake: -4.8562e+01 +20-10-28 16:38:16.636 - INFO: pix-cb: 4.6495e-03 dtv-l1: 1.1558e-02 contextual: 4.8021e-01 fea-lpips-net-lin-squeeze: 1.4439e-03 l_g_gan: 1.3081e-01 l_d_real: 1.1921e-07 l_d_fake: 8.9407e-08 D_real: -3.5781e+01 D_fake: -5.2125e+01 +20-10-28 16:39:41.886 - INFO: pix-cb: 5.3777e-03 dtv-l1: 1.2583e-02 contextual: 7.0486e-01 fea-lpips-net-lin-squeeze: 3.3531e-03 l_g_gan: 7.7547e-02 l_d_real: 6.2136e-05 l_d_fake: 6.3119e-05 D_real: -2.8969e+01 D_fake: -3.8656e+01 +20-10-28 16:41:02.249 - INFO: pix-cb: 4.2346e-03 dtv-l1: 1.3889e-02 contextual: 6.8883e-01 fea-lpips-net-lin-squeeze: 2.7695e-03 l_g_gan: 1.2528e-01 l_d_real: 1.7881e-07 l_d_fake: 2.0862e-07 D_real: -3.1719e+01 D_fake: -4.7375e+01 +20-10-28 16:42:25.978 - INFO: pix-cb: 5.6420e-03 dtv-l1: 1.3206e-02 contextual: 1.0499e+00 fea-lpips-net-lin-squeeze: 3.9825e-03 l_g_gan: 2.2995e-02 l_d_real: 6.1324e-02 l_d_fake: 6.2471e-02 D_real: -3.9438e+01 D_fake: -4.2250e+01 +20-10-28 16:43:46.615 - INFO: pix-cb: 7.0961e-03 dtv-l1: 1.2291e-02 contextual: 1.5809e+00 fea-lpips-net-lin-squeeze: 7.6942e-03 l_g_gan: 1.8040e-02 l_d_real: 1.2636e-01 l_d_fake: 1.2182e-01 D_real: -1.7062e+01 D_fake: -1.9188e+01 +20-10-28 16:43:47.268 - INFO: Models and training states saved. +20-10-28 16:44:12.487 - INFO: # Validation # PSNR: 29.125, SSIM: 0.81652, LPIPS: 0.077409 +20-10-28 16:44:12.487 - INFO: PSNR: 29.125, SSIM: 0.81652, LPIPS: 0.077409 +20-10-28 16:45:35.621 - INFO: pix-cb: 6.6545e-03 dtv-l1: 1.5745e-02 contextual: 1.6666e+00 fea-lpips-net-lin-squeeze: 8.3694e-03 l_g_gan: 1.6613e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.9016e+01 D_fake: -3.9781e+01 +20-10-28 16:47:00.162 - INFO: pix-cb: 2.4165e-03 dtv-l1: 1.1938e-02 contextual: 6.4632e-01 fea-lpips-net-lin-squeeze: 2.4090e-03 l_g_gan: 1.2166e-01 l_d_real: 2.3842e-07 l_d_fake: 2.6822e-07 D_real: -3.4781e+01 D_fake: -5.0000e+01 +20-10-28 16:48:19.216 - INFO: pix-cb: 5.9355e-03 dtv-l1: 1.5591e-02 contextual: 1.9942e+00 fea-lpips-net-lin-squeeze: 8.5144e-03 l_g_gan: 4.0710e-02 l_d_real: 7.0069e-03 l_d_fake: 6.4079e-03 D_real: -1.1719e+01 D_fake: -1.6797e+01 +20-10-28 16:49:43.672 - INFO: pix-cb: 2.4692e-03 dtv-l1: 1.1343e-02 contextual: 9.0660e-01 fea-lpips-net-lin-squeeze: 4.1924e-03 l_g_gan: 1.8961e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.0016e+01 D_fake: -5.3719e+01 +20-10-28 16:51:04.967 - INFO: pix-cb: 5.0212e-03 dtv-l1: 1.4178e-02 contextual: 8.3144e-01 fea-lpips-net-lin-squeeze: 8.3542e-03 l_g_gan: 2.9672e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.1625e+01 D_fake: -5.8719e+01 +20-10-28 16:52:30.093 - INFO: pix-cb: 4.5955e-03 dtv-l1: 1.4745e-02 contextual: 7.3525e-01 fea-lpips-net-lin-squeeze: 7.1259e-03 l_g_gan: 1.9000e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3562e+01 D_fake: -6.7312e+01 +20-10-28 16:53:49.705 - INFO: pix-cb: 3.7433e-03 dtv-l1: 1.2662e-02 contextual: 6.6027e-01 fea-lpips-net-lin-squeeze: 2.9621e-03 l_g_gan: 1.2541e-01 l_d_real: 1.7881e-07 l_d_fake: 1.4901e-07 D_real: -2.3578e+01 D_fake: -3.9250e+01 +20-10-28 16:55:13.555 - INFO: pix-cb: 6.1802e-03 dtv-l1: 1.6489e-02 contextual: 8.9831e-01 fea-lpips-net-lin-squeeze: 5.4665e-03 l_g_gan: 1.0750e-01 l_d_real: 1.6093e-06 l_d_fake: 1.6093e-06 D_real: -1.0141e+01 D_fake: -2.3578e+01 +20-10-28 16:56:38.363 - INFO: pix-cb: 5.0801e-03 dtv-l1: 1.2273e-02 contextual: 1.5308e+00 fea-lpips-net-lin-squeeze: 6.0196e-03 l_g_gan: 1.8739e-02 l_d_real: 1.0976e-01 l_d_fake: 1.0625e-01 D_real: -2.3812e+01 D_fake: -2.6047e+01 +20-10-28 16:57:58.448 - INFO: pix-cb: 2.4113e-03 dtv-l1: 1.5143e-02 contextual: 2.8691e-01 fea-lpips-net-lin-squeeze: 1.0567e-03 l_g_gan: 1.3953e-01 l_d_real: 0.0000e+00 l_d_fake: 2.9802e-08 D_real: -3.5688e+01 D_fake: -5.3125e+01 +20-10-28 16:59:27.806 - INFO: pix-cb: 4.1569e-03 dtv-l1: 1.0486e-02 contextual: 1.0754e+00 fea-lpips-net-lin-squeeze: 5.5885e-03 l_g_gan: 1.3598e-01 l_d_real: 2.9802e-08 l_d_fake: 5.9605e-08 D_real: -2.9906e+01 D_fake: -4.6906e+01 +20-10-28 17:00:48.673 - INFO: pix-cb: 7.4754e-03 dtv-l1: 1.4457e-02 contextual: 1.8148e+00 fea-lpips-net-lin-squeeze: 1.0742e-02 l_g_gan: 8.0782e-02 l_d_real: 4.6013e-05 l_d_fake: 6.5263e-05 D_real: -2.1844e+01 D_fake: -3.1938e+01 +20-10-28 17:02:00.010 - INFO: # Validation # PSNR: 29.091, SSIM: 0.80998, LPIPS: 0.071264 +20-10-28 17:02:00.010 - INFO: PSNR: 29.091, SSIM: 0.80998, LPIPS: 0.071264 +20-10-28 17:02:40.339 - INFO: pix-cb: 3.2273e-03 dtv-l1: 1.4490e-02 contextual: 6.4647e-01 fea-lpips-net-lin-squeeze: 2.7504e-03 l_g_gan: 1.3430e-01 l_d_real: 2.9802e-08 l_d_fake: 5.9605e-08 D_real: -2.3031e+01 D_fake: -3.9812e+01 +20-10-28 17:04:03.681 - INFO: pix-cb: 3.2914e-03 dtv-l1: 1.3024e-02 contextual: 1.2840e+00 fea-lpips-net-lin-squeeze: 7.8430e-03 l_g_gan: 1.5327e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.8375e+01 D_fake: -3.7531e+01 +20-10-28 17:05:29.203 - INFO: pix-cb: 3.7649e-03 dtv-l1: 8.7700e-03 contextual: 1.4599e+00 fea-lpips-net-lin-squeeze: 7.0496e-03 l_g_gan: 8.3844e-02 l_d_real: 3.0219e-05 l_d_fake: 3.7431e-05 D_real: -1.7875e+01 D_fake: -2.8359e+01 +20-10-28 17:06:55.901 - INFO: pix-cb: 5.4945e-03 dtv-l1: 1.6721e-02 contextual: 1.1312e+00 fea-lpips-net-lin-squeeze: 6.3820e-03 l_g_gan: 1.8800e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.6500e+01 D_fake: -4.0000e+01 +20-10-28 17:08:17.884 - INFO: pix-cb: 3.1892e-03 dtv-l1: 1.3886e-02 contextual: 4.4705e-01 fea-lpips-net-lin-squeeze: 3.5763e-03 l_g_gan: 2.3205e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.1797e+01 D_fake: -5.0812e+01 +20-10-28 17:09:43.385 - INFO: pix-cb: 4.3567e-03 dtv-l1: 1.2262e-02 contextual: 1.7169e+00 fea-lpips-net-lin-squeeze: 1.0010e-02 l_g_gan: 2.1202e-02 l_d_real: 7.6173e-02 l_d_fake: 7.4056e-02 D_real: -1.4547e+01 D_fake: -1.7125e+01 +20-10-28 17:11:05.168 - INFO: pix-cb: 5.1142e-03 dtv-l1: 9.8321e-03 contextual: 3.6826e-01 fea-lpips-net-lin-squeeze: 8.5974e-04 l_g_gan: 2.6669e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.3984e+01 D_fake: -4.7312e+01 +20-10-28 17:12:27.736 - INFO: pix-cb: 5.7062e-03 dtv-l1: 1.7693e-02 contextual: 8.1949e-01 fea-lpips-net-lin-squeeze: 8.2397e-03 l_g_gan: 1.3222e-01 l_d_real: 2.9802e-08 l_d_fake: 5.9605e-08 D_real: -1.8844e+01 D_fake: -3.5375e+01 +20-10-28 17:13:46.207 - INFO: pix-cb: 6.5255e-03 dtv-l1: 1.4508e-02 contextual: 1.4533e+00 fea-lpips-net-lin-squeeze: 7.8125e-03 l_g_gan: 1.0144e-01 l_d_real: 3.1292e-06 l_d_fake: 3.4273e-06 D_real: -7.7617e+00 D_fake: -2.0438e+01 +20-10-28 17:15:08.239 - INFO: pix-cb: 5.0976e-03 dtv-l1: 1.5437e-02 contextual: 7.9785e-01 fea-lpips-net-lin-squeeze: 5.6229e-03 l_g_gan: 1.8339e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -8.7500e+00 D_fake: -3.1672e+01 +20-10-28 17:16:30.167 - INFO: pix-cb: 4.4968e-03 dtv-l1: 1.6818e-02 contextual: 8.1070e-01 fea-lpips-net-lin-squeeze: 7.6714e-03 l_g_gan: 7.8141e-02 l_d_real: 6.6158e-05 l_d_fake: 6.1182e-05 D_real: -2.7578e+01 D_fake: -3.7344e+01 +20-10-28 17:17:48.662 - INFO: pix-cb: 5.0661e-03 dtv-l1: 1.4989e-02 contextual: 1.4095e+00 fea-lpips-net-lin-squeeze: 9.2468e-03 l_g_gan: 1.0124e-01 l_d_real: 3.3379e-06 l_d_fake: 3.4273e-06 D_real: -7.1211e+00 D_fake: -1.9781e+01 +20-10-28 17:19:11.009 - INFO: pix-cb: 4.1565e-03 dtv-l1: 1.3567e-02 contextual: 2.9740e-01 fea-lpips-net-lin-squeeze: 2.8286e-03 l_g_gan: 2.0922e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1906e+01 D_fake: -5.8062e+01 +20-10-28 17:19:11.687 - INFO: Models and training states saved. +20-10-28 17:19:37.107 - INFO: # Validation # PSNR: 28.893, SSIM: 0.79821, LPIPS: 0.068224 +20-10-28 17:19:37.107 - INFO: PSNR: 28.893, SSIM: 0.79821, LPIPS: 0.068224 +20-10-28 17:20:57.927 - INFO: pix-cb: 4.0636e-03 dtv-l1: 1.3822e-02 contextual: 1.4490e+00 fea-lpips-net-lin-squeeze: 1.2123e-02 l_g_gan: 1.7705e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.1586e+01 D_fake: -3.3719e+01 +20-10-28 17:22:23.261 - INFO: pix-cb: 5.7296e-03 dtv-l1: 1.4112e-02 contextual: 1.4076e+00 fea-lpips-net-lin-squeeze: 9.8648e-03 l_g_gan: 6.4097e-02 l_d_real: 3.6887e-04 l_d_fake: 3.4957e-04 D_real: -2.2375e+01 D_fake: -3.0391e+01 +20-10-28 17:23:44.218 - INFO: pix-cb: 5.1300e-03 dtv-l1: 1.4172e-02 contextual: 1.7831e+00 fea-lpips-net-lin-squeeze: 1.2886e-02 l_g_gan: 9.5109e-02 l_d_real: 7.0333e-06 l_d_fake: 6.8545e-06 D_real: -1.9812e+01 D_fake: -3.1703e+01 +20-10-28 17:25:10.049 - INFO: pix-cb: 5.0681e-03 dtv-l1: 1.3164e-02 contextual: 9.9581e-01 fea-lpips-net-lin-squeeze: 5.9509e-03 l_g_gan: 5.5977e-02 l_d_real: 9.5332e-04 l_d_fake: 1.0020e-03 D_real: -2.7750e+01 D_fake: -3.4750e+01 +20-10-28 17:26:36.373 - INFO: pix-cb: 4.8966e-03 dtv-l1: 1.1796e-02 contextual: 3.6031e-01 fea-lpips-net-lin-squeeze: 3.6526e-03 l_g_gan: 1.8706e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -7.3062e+01 D_fake: -9.6438e+01 +20-10-28 17:27:58.424 - INFO: pix-cb: 4.7563e-03 dtv-l1: 1.4114e-02 contextual: 5.2040e-01 fea-lpips-net-lin-squeeze: 4.1199e-03 l_g_gan: 1.5081e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4031e+01 D_fake: -5.2875e+01 +20-10-28 17:29:24.549 - INFO: pix-cb: 3.3553e-03 dtv-l1: 1.1531e-02 contextual: 3.3793e-01 fea-lpips-net-lin-squeeze: 2.5501e-03 l_g_gan: 1.8416e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.2859e+01 D_fake: -3.5875e+01 +20-10-28 17:30:47.109 - INFO: pix-cb: 3.2979e-03 dtv-l1: 1.2655e-02 contextual: 5.7806e-01 fea-lpips-net-lin-squeeze: 2.1534e-03 l_g_gan: 1.5442e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.6172e+01 D_fake: -3.5469e+01 +20-10-28 17:32:13.346 - INFO: pix-cb: 2.8290e-03 dtv-l1: 1.1279e-02 contextual: 6.7552e-01 fea-lpips-net-lin-squeeze: 7.6408e-03 l_g_gan: 1.3650e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.2500e+01 D_fake: -4.9562e+01 +20-10-28 17:33:35.620 - INFO: pix-cb: 4.1459e-03 dtv-l1: 1.2790e-02 contextual: 1.1632e+00 fea-lpips-net-lin-squeeze: 4.2877e-03 l_g_gan: 9.2047e-02 l_d_real: 1.0282e-05 l_d_fake: 1.0252e-05 D_real: -2.7984e+01 D_fake: -3.9500e+01 +20-10-28 17:35:02.071 - INFO: pix-cb: 5.6899e-03 dtv-l1: 2.1223e-02 contextual: 1.4396e+00 fea-lpips-net-lin-squeeze: 1.0254e-02 l_g_gan: 3.5447e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.1188e+01 D_fake: -6.5500e+01 +20-10-28 17:36:28.431 - INFO: pix-cb: 4.8490e-03 dtv-l1: 1.5626e-02 contextual: 6.6481e-01 fea-lpips-net-lin-squeeze: 7.1831e-03 l_g_gan: 1.2353e-01 l_d_real: 2.0862e-07 l_d_fake: 3.2783e-07 D_real: -3.8688e+01 D_fake: -5.4125e+01 +20-10-28 17:37:36.291 - INFO: # Validation # PSNR: 29.305, SSIM: 0.81708, LPIPS: 0.08368 +20-10-28 17:37:36.291 - INFO: PSNR: 29.305, SSIM: 0.81708, LPIPS: 0.08368 +20-10-28 17:38:17.361 - INFO: pix-cb: 2.3822e-03 dtv-l1: 1.2800e-02 contextual: 6.0667e-01 fea-lpips-net-lin-squeeze: 3.1738e-03 l_g_gan: 8.0782e-02 l_d_real: 4.4226e-05 l_d_fake: 4.3659e-05 D_real: -4.2469e+01 D_fake: -5.2562e+01 +20-10-28 17:39:42.754 - INFO: pix-cb: 3.5765e-03 dtv-l1: 1.6564e-02 contextual: 8.9624e-01 fea-lpips-net-lin-squeeze: 8.2474e-03 l_g_gan: 1.5700e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.0281e+01 D_fake: -4.9906e+01 +20-10-28 17:41:04.270 - INFO: pix-cb: 2.8749e-03 dtv-l1: 7.9687e-03 contextual: 9.2779e-01 fea-lpips-net-lin-squeeze: 4.7684e-03 l_g_gan: 5.4041e-02 l_d_real: 1.2007e-03 l_d_fake: 1.1755e-03 D_real: -3.0906e+01 D_fake: -3.7656e+01 +20-10-28 17:42:28.647 - INFO: pix-cb: 1.0050e-02 dtv-l1: 1.2023e-02 contextual: 6.3792e-01 fea-lpips-net-lin-squeeze: 2.3308e-03 l_g_gan: 1.9228e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6438e+01 D_fake: -5.0469e+01 +20-10-28 17:43:48.629 - INFO: pix-cb: 6.0323e-03 dtv-l1: 1.6701e-02 contextual: 1.1112e+00 fea-lpips-net-lin-squeeze: 7.3776e-03 l_g_gan: 9.2219e-02 l_d_real: 1.1206e-05 l_d_fake: 9.8645e-06 D_real: -3.3875e+01 D_fake: -4.5406e+01 +20-10-28 17:45:12.858 - INFO: pix-cb: 3.1730e-03 dtv-l1: 1.0278e-02 contextual: 4.1444e-01 fea-lpips-net-lin-squeeze: 4.0474e-03 l_g_gan: 2.5050e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.4312e+01 D_fake: -7.5625e+01 +20-10-28 17:46:37.348 - INFO: pix-cb: 6.6076e-03 dtv-l1: 1.6603e-02 contextual: 1.3454e+00 fea-lpips-net-lin-squeeze: 1.1436e-02 l_g_gan: 4.3550e-02 l_d_real: 5.5499e-03 l_d_fake: 6.8564e-03 D_real: -5.7969e+01 D_fake: -6.3406e+01 +20-10-28 17:48:10.798 - INFO: pix-cb: 6.1426e-03 dtv-l1: 1.6124e-02 contextual: 3.8174e-01 fea-lpips-net-lin-squeeze: 2.5101e-03 l_g_gan: 1.1128e-01 l_d_real: 1.4007e-06 l_d_fake: 2.2352e-06 D_real: -4.5469e+01 D_fake: -5.9375e+01 +20-10-28 17:49:34.869 - INFO: pix-cb: 5.4117e-03 dtv-l1: 1.3802e-02 contextual: 1.4233e+00 fea-lpips-net-lin-squeeze: 8.0338e-03 l_g_gan: 1.4605e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.0625e+01 D_fake: -3.8875e+01 +20-10-28 17:50:55.540 - INFO: pix-cb: 6.2066e-03 dtv-l1: 1.5713e-02 contextual: 1.6222e+00 fea-lpips-net-lin-squeeze: 6.2790e-03 l_g_gan: 2.2986e-02 l_d_real: 5.9238e-02 l_d_fake: 6.0187e-02 D_real: -1.1242e+01 D_fake: -1.4055e+01 +20-10-28 17:52:18.858 - INFO: pix-cb: 6.5564e-03 dtv-l1: 1.9349e-02 contextual: 7.9313e-01 fea-lpips-net-lin-squeeze: 6.3896e-03 l_g_gan: 1.9863e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9312e+01 D_fake: -7.4125e+01 +20-10-28 17:53:38.508 - INFO: pix-cb: 4.7688e-03 dtv-l1: 1.2212e-02 contextual: 9.8635e-01 fea-lpips-net-lin-squeeze: 9.0485e-03 l_g_gan: 2.4822e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.2281e+01 D_fake: -7.3312e+01 +20-10-28 17:55:02.218 - INFO: pix-cb: 4.5325e-03 dtv-l1: 1.5664e-02 contextual: 6.9322e-01 fea-lpips-net-lin-squeeze: 5.7487e-03 l_g_gan: 1.6978e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.4344e+01 D_fake: -6.5562e+01 +20-10-28 17:55:02.917 - INFO: Models and training states saved. +20-10-28 17:55:28.850 - INFO: # Validation # PSNR: 29.353, SSIM: 0.81637, LPIPS: 0.081886 +20-10-28 17:55:28.850 - INFO: PSNR: 29.353, SSIM: 0.81637, LPIPS: 0.081886 +20-10-28 17:56:51.702 - INFO: pix-cb: 4.0127e-03 dtv-l1: 1.2685e-02 contextual: 1.9523e+00 fea-lpips-net-lin-squeeze: 9.6512e-03 l_g_gan: 2.1833e-02 l_d_real: 7.5928e-02 l_d_fake: 7.7554e-02 D_real: -1.7859e+01 D_fake: -2.0516e+01 +20-10-28 17:58:11.481 - INFO: pix-cb: 3.7838e-03 dtv-l1: 1.3286e-02 contextual: 7.5016e-01 fea-lpips-net-lin-squeeze: 4.6082e-03 l_g_gan: 1.1325e-01 l_d_real: 8.0466e-07 l_d_fake: 8.0466e-07 D_real: -4.4812e+01 D_fake: -5.8969e+01 +20-10-28 17:59:35.417 - INFO: pix-cb: 4.9719e-03 dtv-l1: 1.1816e-02 contextual: 7.6389e-01 fea-lpips-net-lin-squeeze: 2.9354e-03 l_g_gan: 1.5281e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8844e+01 D_fake: -5.7938e+01 +20-10-28 18:00:57.825 - INFO: pix-cb: 3.3507e-03 dtv-l1: 1.1756e-02 contextual: 6.0741e-01 fea-lpips-net-lin-squeeze: 8.5526e-03 l_g_gan: 1.0297e-01 l_d_real: 2.6822e-06 l_d_fake: 2.8610e-06 D_real: -5.1000e+01 D_fake: -6.3875e+01 +20-10-28 18:02:24.114 - INFO: pix-cb: 6.2664e-03 dtv-l1: 1.2809e-02 contextual: 1.5872e+00 fea-lpips-net-lin-squeeze: 1.0254e-02 l_g_gan: 6.8064e-02 l_d_real: 2.0958e-04 l_d_fake: 2.3210e-04 D_real: -3.8625e+01 D_fake: -4.7125e+01 +20-10-28 18:03:45.288 - INFO: pix-cb: 7.6911e-03 dtv-l1: 2.1414e-02 contextual: 1.1255e+00 fea-lpips-net-lin-squeeze: 1.0475e-02 l_g_gan: 1.5484e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.7125e+01 D_fake: -5.6469e+01 +20-10-28 18:05:10.094 - INFO: pix-cb: 3.9687e-03 dtv-l1: 1.7009e-02 contextual: 5.7104e-01 fea-lpips-net-lin-squeeze: 4.8065e-03 l_g_gan: 2.5688e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.3562e+01 D_fake: -6.5688e+01 +20-10-28 18:06:35.576 - INFO: pix-cb: 5.0829e-03 dtv-l1: 1.7182e-02 contextual: 3.6047e-01 fea-lpips-net-lin-squeeze: 2.5406e-03 l_g_gan: 1.2350e-01 l_d_real: 2.3842e-07 l_d_fake: 6.8545e-07 D_real: -6.1188e+01 D_fake: -7.6625e+01 +20-10-28 18:07:55.152 - INFO: pix-cb: 4.3995e-03 dtv-l1: 1.4957e-02 contextual: 7.8416e-01 fea-lpips-net-lin-squeeze: 5.8975e-03 l_g_gan: 1.9663e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.5578e+01 D_fake: -4.0156e+01 +20-10-28 18:09:17.898 - INFO: pix-cb: 4.8273e-03 dtv-l1: 1.5395e-02 contextual: 6.1894e-01 fea-lpips-net-lin-squeeze: 5.8289e-03 l_g_gan: 3.3800e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.1250e+01 D_fake: -6.3500e+01 +20-10-28 18:10:37.027 - INFO: pix-cb: 3.9584e-03 dtv-l1: 1.7552e-02 contextual: 9.1720e-01 fea-lpips-net-lin-squeeze: 9.8572e-03 l_g_gan: 7.4985e-02 l_d_real: 1.0367e-04 l_d_fake: 1.0475e-04 D_real: -1.8594e+01 D_fake: -2.7969e+01 +20-10-28 18:11:59.561 - INFO: pix-cb: 3.8728e-03 dtv-l1: 1.2605e-02 contextual: 9.5146e-01 fea-lpips-net-lin-squeeze: 7.5073e-03 l_g_gan: 1.3136e-01 l_d_real: 5.9605e-08 l_d_fake: 5.9605e-08 D_real: -1.6172e+01 D_fake: -3.2594e+01 +20-10-28 18:13:07.612 - INFO: # Validation # PSNR: 29.286, SSIM: 0.81786, LPIPS: 0.076088 +20-10-28 18:13:07.612 - INFO: PSNR: 29.286, SSIM: 0.81786, LPIPS: 0.076088 +20-10-28 18:13:48.182 - INFO: pix-cb: 3.4789e-03 dtv-l1: 1.2799e-02 contextual: 9.4570e-01 fea-lpips-net-lin-squeeze: 5.8174e-03 l_g_gan: 2.4850e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.2281e+01 D_fake: -5.3344e+01 +20-10-28 18:15:12.029 - INFO: pix-cb: 5.2852e-03 dtv-l1: 1.3216e-02 contextual: 1.5288e+00 fea-lpips-net-lin-squeeze: 7.0496e-03 l_g_gan: 1.4833e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6641e+01 D_fake: -4.5188e+01 +20-10-28 18:16:35.851 - INFO: pix-cb: 4.0792e-03 dtv-l1: 1.2851e-02 contextual: 9.9301e-01 fea-lpips-net-lin-squeeze: 1.0094e-02 l_g_gan: 1.4608e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: 1.4180e+00 D_fake: -1.6844e+01 +20-10-28 18:17:56.864 - INFO: pix-cb: 3.3184e-03 dtv-l1: 1.4568e-02 contextual: 5.7106e-01 fea-lpips-net-lin-squeeze: 6.2790e-03 l_g_gan: 2.9978e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.1531e+01 D_fake: -5.9000e+01 +20-10-28 18:19:21.455 - INFO: pix-cb: 5.0048e-03 dtv-l1: 1.2641e-02 contextual: 1.4931e+00 fea-lpips-net-lin-squeeze: 9.5596e-03 l_g_gan: 1.3675e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.0938e+01 D_fake: -4.8031e+01 +20-10-28 18:20:41.366 - INFO: pix-cb: 5.8587e-03 dtv-l1: 1.6995e-02 contextual: 6.8375e-01 fea-lpips-net-lin-squeeze: 6.4507e-03 l_g_gan: 1.8059e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.4688e+01 D_fake: -7.7250e+01 +20-10-28 18:22:05.212 - INFO: pix-cb: 3.9627e-03 dtv-l1: 1.4215e-02 contextual: 7.8387e-01 fea-lpips-net-lin-squeeze: 6.4507e-03 l_g_gan: 1.4422e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8469e+01 D_fake: -5.6500e+01 +20-10-28 18:23:24.182 - INFO: pix-cb: 5.0954e-03 dtv-l1: 1.0254e-02 contextual: 1.1841e+00 fea-lpips-net-lin-squeeze: 8.3389e-03 l_g_gan: 2.3920e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.6844e+01 D_fake: -4.6750e+01 +20-10-28 18:24:49.082 - INFO: pix-cb: 4.8319e-03 dtv-l1: 1.6331e-02 contextual: 9.0358e-01 fea-lpips-net-lin-squeeze: 9.0866e-03 l_g_gan: 5.2699e-02 l_d_real: 1.4422e-03 l_d_fake: 1.4378e-03 D_real: -3.7250e+01 D_fake: -4.3844e+01 +20-10-28 18:26:13.258 - INFO: pix-cb: 2.6634e-03 dtv-l1: 7.7667e-03 contextual: 9.5667e-01 fea-lpips-net-lin-squeeze: 3.4561e-03 l_g_gan: 1.0847e-01 l_d_real: 1.4603e-06 l_d_fake: 1.6689e-06 D_real: -2.3312e+01 D_fake: -3.6875e+01 +20-10-28 18:27:32.131 - INFO: pix-cb: 6.1012e-03 dtv-l1: 1.3454e-02 contextual: 6.4589e-01 fea-lpips-net-lin-squeeze: 2.3460e-03 l_g_gan: 3.7466e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9688e+01 D_fake: -7.6500e+01 +20-10-28 18:28:53.909 - INFO: pix-cb: 3.3600e-03 dtv-l1: 1.1442e-02 contextual: 9.1192e-01 fea-lpips-net-lin-squeeze: 3.6831e-03 l_g_gan: 8.5149e-02 l_d_real: 2.5600e-05 l_d_fake: 2.8401e-05 D_real: -1.5500e+01 D_fake: -2.6141e+01 +20-10-28 18:30:13.864 - INFO: pix-cb: 4.8906e-03 dtv-l1: 1.4037e-02 contextual: 7.0799e-01 fea-lpips-net-lin-squeeze: 8.1329e-03 l_g_gan: 5.7413e-02 l_d_real: 8.1967e-04 l_d_fake: 8.2661e-04 D_real: -1.8859e+01 D_fake: -2.6031e+01 +20-10-28 18:30:14.618 - INFO: Models and training states saved. +20-10-28 18:30:41.702 - INFO: # Validation # PSNR: 29.364, SSIM: 0.81776, LPIPS: 0.083013 +20-10-28 18:30:41.702 - INFO: PSNR: 29.364, SSIM: 0.81776, LPIPS: 0.083013 +20-10-28 18:32:05.156 - INFO: pix-cb: 3.5857e-03 dtv-l1: 1.5954e-02 contextual: 6.1488e-01 fea-lpips-net-lin-squeeze: 4.6463e-03 l_g_gan: 1.9453e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.7000e+01 D_fake: -6.1312e+01 +20-10-28 18:33:25.248 - INFO: pix-cb: 2.8850e-03 dtv-l1: 1.3947e-02 contextual: 3.2166e-01 fea-lpips-net-lin-squeeze: 2.1210e-03 l_g_gan: 1.3598e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1938e+01 D_fake: -4.8938e+01 +20-10-28 18:34:52.168 - INFO: pix-cb: 3.8770e-03 dtv-l1: 1.0143e-02 contextual: 1.2090e+00 fea-lpips-net-lin-squeeze: 6.3896e-03 l_g_gan: 2.0636e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6953e+01 D_fake: -5.2750e+01 +20-10-28 18:36:16.136 - INFO: pix-cb: 3.3686e-03 dtv-l1: 1.4862e-02 contextual: 3.0517e-01 fea-lpips-net-lin-squeeze: 3.2558e-03 l_g_gan: 1.7659e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3062e+01 D_fake: -6.5125e+01 +20-10-28 18:37:36.197 - INFO: pix-cb: 4.8873e-03 dtv-l1: 1.7773e-02 contextual: 6.0225e-01 fea-lpips-net-lin-squeeze: 6.3934e-03 l_g_gan: 2.3056e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.2062e+01 D_fake: -7.0875e+01 +20-10-28 18:38:59.250 - INFO: pix-cb: 4.0428e-03 dtv-l1: 1.0446e-02 contextual: 1.5565e+00 fea-lpips-net-lin-squeeze: 1.0719e-02 l_g_gan: 1.6432e-02 l_d_real: 1.6801e-01 l_d_fake: 1.6645e-01 D_real: -3.0609e+01 D_fake: -3.2500e+01 +20-10-28 18:40:19.542 - INFO: pix-cb: 3.0110e-03 dtv-l1: 1.3361e-02 contextual: 9.6703e-01 fea-lpips-net-lin-squeeze: 4.4823e-03 l_g_gan: 1.0022e-01 l_d_real: 3.6955e-06 l_d_fake: 3.6657e-06 D_real: -3.4156e+01 D_fake: -4.6688e+01 +20-10-28 18:41:44.214 - INFO: pix-cb: 3.1125e-03 dtv-l1: 1.2111e-02 contextual: 1.2764e+00 fea-lpips-net-lin-squeeze: 5.5733e-03 l_g_gan: 1.1789e-01 l_d_real: 4.1723e-07 l_d_fake: 4.1723e-07 D_real: -1.8297e+01 D_fake: -3.3031e+01 +20-10-28 18:43:06.022 - INFO: pix-cb: 6.3557e-03 dtv-l1: 1.5109e-02 contextual: 1.8247e+00 fea-lpips-net-lin-squeeze: 1.0109e-02 l_g_gan: 1.7936e-02 l_d_real: 1.1527e-01 l_d_fake: 1.1472e-01 D_real: -2.1172e+01 D_fake: -2.3297e+01 +20-10-28 18:44:29.830 - INFO: pix-cb: 5.7170e-03 dtv-l1: 1.5046e-02 contextual: 1.3012e+00 fea-lpips-net-lin-squeeze: 6.8779e-03 l_g_gan: 6.3097e-02 l_d_real: 3.8973e-04 l_d_fake: 3.9015e-04 D_real: -4.2312e+01 D_fake: -5.0188e+01 +20-10-28 18:45:52.842 - INFO: pix-cb: 3.1921e-03 dtv-l1: 1.2096e-02 contextual: 4.9672e-01 fea-lpips-net-lin-squeeze: 6.8283e-04 l_g_gan: 2.3328e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9406e+01 D_fake: -5.8562e+01 +20-10-28 18:47:11.252 - INFO: pix-cb: 4.4977e-03 dtv-l1: 1.7523e-02 contextual: 2.9630e-01 fea-lpips-net-lin-squeeze: 4.5853e-03 l_g_gan: 2.4297e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.6625e+01 D_fake: -6.7000e+01 +20-10-28 18:48:15.591 - INFO: # Validation # PSNR: 29.478, SSIM: 0.81723, LPIPS: 0.069688 +20-10-28 18:48:15.591 - INFO: PSNR: 29.478, SSIM: 0.81723, LPIPS: 0.069688 +20-10-28 18:48:58.470 - INFO: pix-cb: 2.2317e-03 dtv-l1: 8.1966e-03 contextual: 1.5176e+00 fea-lpips-net-lin-squeeze: 4.7798e-03 l_g_gan: 6.0200e-02 l_d_real: 5.6050e-04 l_d_fake: 5.5351e-04 D_real: -1.5680e+01 D_fake: -2.3203e+01 +20-10-28 18:50:17.658 - INFO: pix-cb: 4.2508e-03 dtv-l1: 1.9153e-02 contextual: 5.8957e-01 fea-lpips-net-lin-squeeze: 6.5308e-03 l_g_gan: 2.3800e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.5625e+01 D_fake: -6.5375e+01 +20-10-28 18:51:43.578 - INFO: pix-cb: 4.2975e-03 dtv-l1: 1.8615e-02 contextual: 8.0022e-01 fea-lpips-net-lin-squeeze: 7.0343e-03 l_g_gan: 2.1234e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.5000e+01 D_fake: -6.1531e+01 +20-10-28 18:53:06.446 - INFO: pix-cb: 4.2078e-03 dtv-l1: 1.2614e-02 contextual: 1.0048e+00 fea-lpips-net-lin-squeeze: 6.5956e-03 l_g_gan: 1.7845e-02 l_d_real: 1.1844e-01 l_d_fake: 1.1621e-01 D_real: -3.7625e+01 D_fake: -3.9750e+01 +20-10-28 18:54:33.444 - INFO: pix-cb: 4.3539e-03 dtv-l1: 1.6055e-02 contextual: 5.5601e-01 fea-lpips-net-lin-squeeze: 5.0926e-03 l_g_gan: 2.1152e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1250e+01 D_fake: -5.7688e+01 +20-10-28 18:55:59.901 - INFO: pix-cb: 5.6235e-03 dtv-l1: 1.5668e-02 contextual: 7.3604e-01 fea-lpips-net-lin-squeeze: 4.5967e-03 l_g_gan: 1.2797e-01 l_d_real: 1.1921e-07 l_d_fake: 1.1921e-07 D_real: -2.0750e+01 D_fake: -3.6750e+01 +20-10-28 18:57:22.762 - INFO: pix-cb: 3.3883e-03 dtv-l1: 1.4942e-02 contextual: 4.0344e-01 fea-lpips-net-lin-squeeze: 2.9907e-03 l_g_gan: 2.1406e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.5750e+01 D_fake: -5.2500e+01 +20-10-28 18:58:49.238 - INFO: pix-cb: 2.1943e-03 dtv-l1: 1.3990e-02 contextual: 5.7652e-01 fea-lpips-net-lin-squeeze: 2.1343e-03 l_g_gan: 2.3995e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.5094e+01 D_fake: -5.5094e+01 +20-10-28 19:00:12.027 - INFO: pix-cb: 3.0634e-03 dtv-l1: 1.2465e-02 contextual: 3.3431e-01 fea-lpips-net-lin-squeeze: 1.6842e-03 l_g_gan: 8.7438e-02 l_d_real: 2.2173e-05 l_d_fake: 1.9759e-05 D_real: -4.5312e+01 D_fake: -5.6250e+01 +20-10-28 19:01:37.562 - INFO: pix-cb: 5.5148e-03 dtv-l1: 1.8288e-02 contextual: 1.1251e+00 fea-lpips-net-lin-squeeze: 1.1620e-02 l_g_gan: 2.1297e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.8125e+01 D_fake: -5.4750e+01 +20-10-28 19:03:00.111 - INFO: pix-cb: 2.8695e-03 dtv-l1: 1.2551e-02 contextual: 6.1538e-01 fea-lpips-net-lin-squeeze: 8.1711e-03 l_g_gan: 1.1164e-01 l_d_real: 8.9407e-07 l_d_fake: 8.9407e-07 D_real: -2.4547e+01 D_fake: -3.8500e+01 +20-10-28 19:04:27.121 - INFO: pix-cb: 3.3357e-03 dtv-l1: 9.6180e-03 contextual: 1.1823e+00 fea-lpips-net-lin-squeeze: 2.8667e-03 l_g_gan: 1.2111e-01 l_d_real: 2.6822e-07 l_d_fake: 2.9802e-07 D_real: -2.5016e+01 D_fake: -4.0156e+01 +20-10-28 19:05:53.704 - INFO: pix-cb: 3.0848e-03 dtv-l1: 1.0756e-02 contextual: 8.0099e-01 fea-lpips-net-lin-squeeze: 5.2681e-03 l_g_gan: 1.0125e-01 l_d_real: 3.3379e-06 l_d_fake: 3.3975e-06 D_real: -3.3094e+01 D_fake: -4.5750e+01 +20-10-28 19:05:54.386 - INFO: Models and training states saved. +20-10-28 19:06:20.965 - INFO: # Validation # PSNR: 29.186, SSIM: 0.80851, LPIPS: 0.068664 +20-10-28 19:06:20.965 - INFO: PSNR: 29.186, SSIM: 0.80851, LPIPS: 0.068664 +20-10-28 19:07:43.719 - INFO: pix-cb: 3.9254e-03 dtv-l1: 1.4087e-02 contextual: 9.3338e-01 fea-lpips-net-lin-squeeze: 7.9727e-03 l_g_gan: 1.7475e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.8375e+01 D_fake: -4.0219e+01 +20-10-28 19:09:10.110 - INFO: pix-cb: 5.3785e-03 dtv-l1: 1.4453e-02 contextual: 1.1188e+00 fea-lpips-net-lin-squeeze: 4.7226e-03 l_g_gan: 7.1042e-03 l_d_real: 5.3999e-01 l_d_fake: 5.4074e-01 D_real: -2.0953e+01 D_fake: -2.1297e+01 +20-10-28 19:10:29.100 - INFO: pix-cb: 4.1572e-03 dtv-l1: 1.5722e-02 contextual: 8.0990e-01 fea-lpips-net-lin-squeeze: 5.5161e-03 l_g_gan: 1.8495e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6312e+01 D_fake: -4.9438e+01 +20-10-28 19:11:51.416 - INFO: pix-cb: 1.8249e-03 dtv-l1: 1.4535e-02 contextual: 5.8939e-01 fea-lpips-net-lin-squeeze: 3.3073e-03 l_g_gan: 3.4784e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.7969e+01 D_fake: -7.1438e+01 +20-10-28 19:13:13.238 - INFO: pix-cb: 7.3821e-03 dtv-l1: 2.0131e-02 contextual: 1.9820e+00 fea-lpips-net-lin-squeeze: 1.4267e-02 l_g_gan: 1.6247e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.5406e+01 D_fake: -4.5719e+01 +20-10-28 19:14:36.702 - INFO: pix-cb: 4.7233e-03 dtv-l1: 1.0132e-02 contextual: 2.0994e+00 fea-lpips-net-lin-squeeze: 1.2184e-02 l_g_gan: 1.0775e-01 l_d_real: 1.4305e-06 l_d_fake: 1.4007e-06 D_real: -1.3250e+01 D_fake: -2.6719e+01 +20-10-28 19:15:59.808 - INFO: pix-cb: 4.5096e-03 dtv-l1: 1.7192e-02 contextual: 1.2884e+00 fea-lpips-net-lin-squeeze: 6.9084e-03 l_g_gan: 2.9473e-02 l_d_real: 2.5680e-02 l_d_fake: 2.6222e-02 D_real: -2.4859e+01 D_fake: -2.8516e+01 +20-10-28 19:17:19.149 - INFO: pix-cb: 5.0705e-03 dtv-l1: 1.4720e-02 contextual: 1.1250e+00 fea-lpips-net-lin-squeeze: 8.3466e-03 l_g_gan: 1.8422e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.0031e+01 D_fake: -6.3062e+01 +20-10-28 19:18:43.961 - INFO: pix-cb: 3.2774e-03 dtv-l1: 1.3697e-02 contextual: 5.8217e-01 fea-lpips-net-lin-squeeze: 2.2755e-03 l_g_gan: 2.5850e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7625e+01 D_fake: -7.9938e+01 +20-10-28 19:20:05.530 - INFO: pix-cb: 7.5691e-03 dtv-l1: 1.8833e-02 contextual: 1.5891e+00 fea-lpips-net-lin-squeeze: 9.4299e-03 l_g_gan: 1.4477e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9625e+01 D_fake: -4.7719e+01 +20-10-28 19:21:29.874 - INFO: pix-cb: 4.8349e-03 dtv-l1: 2.0295e-02 contextual: 5.9443e-01 fea-lpips-net-lin-squeeze: 4.5967e-03 l_g_gan: 1.4975e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.9875e+01 D_fake: -5.8594e+01 +20-10-28 19:22:50.661 - INFO: pix-cb: 2.4338e-03 dtv-l1: 1.2195e-02 contextual: 3.0641e-01 fea-lpips-net-lin-squeeze: 1.7052e-03 l_g_gan: 1.7225e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4875e+01 D_fake: -5.6406e+01 +20-10-28 19:24:01.364 - INFO: # Validation # PSNR: 29.194, SSIM: 0.81173, LPIPS: 0.067239 +20-10-28 19:24:01.365 - INFO: PSNR: 29.194, SSIM: 0.81173, LPIPS: 0.067239 +20-10-28 19:24:41.908 - INFO: pix-cb: 4.5634e-03 dtv-l1: 1.2190e-02 contextual: 1.1279e+00 fea-lpips-net-lin-squeeze: 7.4081e-03 l_g_gan: 9.1625e-02 l_d_real: 1.0759e-05 l_d_fake: 1.2487e-05 D_real: -2.6547e+01 D_fake: -3.8000e+01 +20-10-28 19:26:07.075 - INFO: pix-cb: 3.3597e-03 dtv-l1: 1.4290e-02 contextual: 1.3050e+00 fea-lpips-net-lin-squeeze: 4.4899e-03 l_g_gan: 2.2286e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.3609e+01 D_fake: -4.1469e+01 +20-10-28 19:27:28.052 - INFO: pix-cb: 2.8946e-03 dtv-l1: 8.9865e-03 contextual: 1.0286e+00 fea-lpips-net-lin-squeeze: 5.2795e-03 l_g_gan: 6.9345e-02 l_d_real: 1.7832e-04 l_d_fake: 1.7278e-04 D_real: -2.3062e+01 D_fake: -3.1734e+01 +20-10-28 19:28:52.949 - INFO: pix-cb: 5.4884e-03 dtv-l1: 1.4788e-02 contextual: 6.1928e-01 fea-lpips-net-lin-squeeze: 5.4626e-03 l_g_gan: 7.1517e-02 l_d_real: 1.3693e-04 l_d_fake: 1.3642e-04 D_real: -2.5750e+01 D_fake: -3.4688e+01 +20-10-28 19:30:14.677 - INFO: pix-cb: 4.4579e-03 dtv-l1: 1.6218e-02 contextual: 8.9939e-01 fea-lpips-net-lin-squeeze: 7.6523e-03 l_g_gan: 3.2254e-02 l_d_real: 1.8081e-02 l_d_fake: 1.8032e-02 D_real: -2.2672e+01 D_fake: -2.6688e+01 +20-10-28 19:31:39.414 - INFO: pix-cb: 3.8419e-03 dtv-l1: 1.2930e-02 contextual: 6.5851e-01 fea-lpips-net-lin-squeeze: 3.0003e-03 l_g_gan: 3.3444e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.7234e+01 D_fake: -5.9031e+01 +20-10-28 19:32:59.710 - INFO: pix-cb: 3.3393e-03 dtv-l1: 1.4373e-02 contextual: 1.2103e+00 fea-lpips-net-lin-squeeze: 3.8319e-03 l_g_gan: 1.4645e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.7875e+01 D_fake: -4.6188e+01 +20-10-28 19:34:24.385 - INFO: pix-cb: 2.8073e-03 dtv-l1: 1.0803e-02 contextual: 3.4697e-01 fea-lpips-net-lin-squeeze: 2.3766e-03 l_g_gan: 1.2372e-01 l_d_real: 2.0862e-07 l_d_fake: 2.3842e-07 D_real: -4.3906e+01 D_fake: -5.9375e+01 +20-10-28 19:35:49.869 - INFO: pix-cb: 4.4046e-03 dtv-l1: 1.6827e-02 contextual: 8.1174e-01 fea-lpips-net-lin-squeeze: 5.7487e-03 l_g_gan: 1.9472e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.9375e+01 D_fake: -6.3719e+01 +20-10-28 19:37:09.701 - INFO: pix-cb: 5.9945e-03 dtv-l1: 1.9055e-02 contextual: 1.2049e+00 fea-lpips-net-lin-squeeze: 9.0103e-03 l_g_gan: 4.3474e-02 l_d_real: 4.4520e-03 l_d_fake: 4.6903e-03 D_real: -3.9312e+01 D_fake: -4.4750e+01 +20-10-28 19:38:35.059 - INFO: pix-cb: 2.6396e-03 dtv-l1: 9.2054e-03 contextual: 9.6660e-01 fea-lpips-net-lin-squeeze: 6.0959e-03 l_g_gan: 1.8089e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9609e+01 D_fake: -5.2219e+01 +20-10-28 19:39:55.535 - INFO: pix-cb: 2.9075e-03 dtv-l1: 1.2532e-02 contextual: 7.7700e-01 fea-lpips-net-lin-squeeze: 6.9275e-03 l_g_gan: 1.3328e-01 l_d_real: 5.9605e-08 l_d_fake: 5.9605e-08 D_real: -3.4375e+01 D_fake: -5.1031e+01 +20-10-28 19:41:20.463 - INFO: pix-cb: 2.4618e-03 dtv-l1: 9.8517e-03 contextual: 1.2759e+00 fea-lpips-net-lin-squeeze: 5.8937e-03 l_g_gan: 1.8950e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4344e+01 D_fake: -5.8031e+01 +20-10-28 19:41:21.137 - INFO: Models and training states saved. +20-10-28 19:41:48.188 - INFO: # Validation # PSNR: 29.369, SSIM: 0.8153, LPIPS: 0.06784 +20-10-28 19:41:48.188 - INFO: PSNR: 29.369, SSIM: 0.8153, LPIPS: 0.06784 +20-10-28 19:43:09.580 - INFO: pix-cb: 6.8990e-03 dtv-l1: 1.4685e-02 contextual: 1.5335e+00 fea-lpips-net-lin-squeeze: 1.3496e-02 l_g_gan: 1.4119e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.2344e+01 D_fake: -4.0000e+01 +20-10-28 19:44:34.176 - INFO: pix-cb: 4.1169e-03 dtv-l1: 1.3634e-02 contextual: 1.3626e+00 fea-lpips-net-lin-squeeze: 9.7427e-03 l_g_gan: 9.5141e-02 l_d_real: 7.1525e-06 l_d_fake: 6.7651e-06 D_real: -2.2922e+01 D_fake: -3.4812e+01 +20-10-28 19:45:59.496 - INFO: pix-cb: 3.3517e-03 dtv-l1: 1.3575e-02 contextual: 8.8692e-01 fea-lpips-net-lin-squeeze: 3.7384e-03 l_g_gan: 1.1855e-01 l_d_real: 3.8743e-07 l_d_fake: 3.8743e-07 D_real: -3.0219e+01 D_fake: -4.5031e+01 +20-10-28 19:47:20.566 - INFO: pix-cb: 3.6293e-03 dtv-l1: 1.1722e-02 contextual: 6.2129e-01 fea-lpips-net-lin-squeeze: 2.5711e-03 l_g_gan: 3.3613e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.3000e+01 D_fake: -6.5000e+01 +20-10-28 19:48:46.053 - INFO: pix-cb: 3.3625e-03 dtv-l1: 1.1794e-02 contextual: 1.1030e+00 fea-lpips-net-lin-squeeze: 9.3918e-03 l_g_gan: 1.6494e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8375e+01 D_fake: -5.9000e+01 +20-10-28 19:50:07.477 - INFO: pix-cb: 5.3817e-03 dtv-l1: 1.5153e-02 contextual: 1.0634e+00 fea-lpips-net-lin-squeeze: 6.7902e-03 l_g_gan: 1.6100e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.5469e+01 D_fake: -4.5594e+01 +20-10-28 19:51:35.153 - INFO: pix-cb: 5.3747e-03 dtv-l1: 1.6549e-02 contextual: 1.0473e+00 fea-lpips-net-lin-squeeze: 8.1635e-03 l_g_gan: 3.0322e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.5625e+01 D_fake: -6.3531e+01 +20-10-28 19:53:00.519 - INFO: pix-cb: 3.6575e-03 dtv-l1: 1.6354e-02 contextual: 6.4410e-01 fea-lpips-net-lin-squeeze: 2.3880e-03 l_g_gan: 1.7747e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.6938e+01 D_fake: -5.9125e+01 +20-10-28 19:54:30.496 - INFO: pix-cb: 4.2333e-03 dtv-l1: 1.7071e-02 contextual: 8.3650e-01 fea-lpips-net-lin-squeeze: 4.2343e-03 l_g_gan: 1.4470e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1969e+01 D_fake: -5.0062e+01 +20-10-28 19:55:59.088 - INFO: pix-cb: 3.5899e-03 dtv-l1: 1.4559e-02 contextual: 4.9662e-01 fea-lpips-net-lin-squeeze: 5.0926e-03 l_g_gan: 1.1116e-01 l_d_real: 9.8348e-07 l_d_fake: 1.0133e-06 D_real: -4.2094e+01 D_fake: -5.6000e+01 +20-10-28 19:57:23.541 - INFO: pix-cb: 4.0888e-03 dtv-l1: 1.8307e-02 contextual: 6.8155e-01 fea-lpips-net-lin-squeeze: 6.1646e-03 l_g_gan: 2.6142e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6922e+01 D_fake: -5.9594e+01 +20-10-28 19:58:53.286 - INFO: pix-cb: 5.1047e-03 dtv-l1: 1.4152e-02 contextual: 1.4903e+00 fea-lpips-net-lin-squeeze: 6.6757e-03 l_g_gan: 1.2519e-01 l_d_real: 1.4901e-07 l_d_fake: 1.4901e-07 D_real: -1.7000e+01 D_fake: -3.2656e+01 +20-10-28 20:00:05.452 - INFO: # Validation # PSNR: 29.336, SSIM: 0.81598, LPIPS: 0.067607 +20-10-28 20:00:05.453 - INFO: PSNR: 29.336, SSIM: 0.81598, LPIPS: 0.067607 +20-10-28 20:00:47.350 - INFO: pix-cb: 3.7624e-03 dtv-l1: 1.2327e-02 contextual: 9.5290e-01 fea-lpips-net-lin-squeeze: 6.6223e-03 l_g_gan: 9.2289e-02 l_d_real: 9.7751e-06 l_d_fake: 1.1653e-05 D_real: -1.5133e+01 D_fake: -2.6672e+01 +20-10-28 20:02:16.423 - INFO: pix-cb: 2.8251e-03 dtv-l1: 1.5905e-02 contextual: 5.4309e-01 fea-lpips-net-lin-squeeze: 3.4637e-03 l_g_gan: 2.3834e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4688e+01 D_fake: -6.4500e+01 +20-10-28 20:03:40.795 - INFO: pix-cb: 2.3637e-03 dtv-l1: 9.3876e-03 contextual: 1.7365e+00 fea-lpips-net-lin-squeeze: 7.6828e-03 l_g_gan: 3.6122e-02 l_d_real: 1.1403e-02 l_d_fake: 1.1333e-02 D_real: -2.2812e+01 D_fake: -2.7312e+01 +20-10-28 20:05:07.245 - INFO: pix-cb: 4.3382e-03 dtv-l1: 1.5542e-02 contextual: 1.2908e+00 fea-lpips-net-lin-squeeze: 7.7858e-03 l_g_gan: 2.2561e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.5391e+01 D_fake: -4.3594e+01 +20-10-28 20:06:35.239 - INFO: pix-cb: 3.2460e-03 dtv-l1: 7.6560e-03 contextual: 1.0980e+00 fea-lpips-net-lin-squeeze: 6.7902e-03 l_g_gan: 1.4247e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6062e+01 D_fake: -4.3875e+01 +20-10-28 20:07:58.422 - INFO: pix-cb: 2.8792e-03 dtv-l1: 1.4884e-02 contextual: 5.9326e-01 fea-lpips-net-lin-squeeze: 2.7370e-03 l_g_gan: 2.8206e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9516e+01 D_fake: -6.4750e+01 +20-10-28 20:09:26.547 - INFO: pix-cb: 3.4120e-03 dtv-l1: 1.4177e-02 contextual: 1.1557e+00 fea-lpips-net-lin-squeeze: 4.9286e-03 l_g_gan: 1.1755e-02 l_d_real: 2.7453e-01 l_d_fake: 2.6570e-01 D_real: -2.4094e+01 D_fake: -2.5297e+01 +20-10-28 20:10:51.793 - INFO: pix-cb: 2.3928e-03 dtv-l1: 1.1140e-02 contextual: 1.1310e+00 fea-lpips-net-lin-squeeze: 7.2937e-03 l_g_gan: 2.0509e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6891e+01 D_fake: -5.2531e+01 +20-10-28 20:12:20.617 - INFO: pix-cb: 3.0861e-03 dtv-l1: 1.3886e-02 contextual: 6.4125e-01 fea-lpips-net-lin-squeeze: 5.0583e-03 l_g_gan: 2.7444e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9578e+01 D_fake: -6.3875e+01 +20-10-28 20:13:43.673 - INFO: pix-cb: 3.1256e-03 dtv-l1: 1.4838e-02 contextual: 6.3448e-01 fea-lpips-net-lin-squeeze: 1.8692e-03 l_g_gan: 3.1309e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4688e+01 D_fake: -7.3812e+01 +20-10-28 20:15:10.801 - INFO: pix-cb: 7.0632e-03 dtv-l1: 1.5193e-02 contextual: 1.7736e+00 fea-lpips-net-lin-squeeze: 8.1787e-03 l_g_gan: 9.2203e-02 l_d_real: 1.0997e-05 l_d_fake: 1.0252e-05 D_real: -2.1531e+01 D_fake: -3.3062e+01 +20-10-28 20:16:37.961 - INFO: pix-cb: 4.8083e-03 dtv-l1: 1.5240e-02 contextual: 8.3651e-01 fea-lpips-net-lin-squeeze: 5.3635e-03 l_g_gan: 2.0003e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.5062e+01 D_fake: -6.0062e+01 +20-10-28 20:18:01.545 - INFO: pix-cb: 7.2110e-03 dtv-l1: 1.8543e-02 contextual: 8.7514e-01 fea-lpips-net-lin-squeeze: 7.2556e-03 l_g_gan: 2.5859e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.8891e+01 D_fake: -5.1219e+01 +20-10-28 20:18:02.337 - INFO: Models and training states saved. +20-10-28 20:18:29.943 - INFO: # Validation # PSNR: 29.093, SSIM: 0.80958, LPIPS: 0.065449 +20-10-28 20:18:29.943 - INFO: PSNR: 29.093, SSIM: 0.80958, LPIPS: 0.065449 +20-10-28 20:19:57.615 - INFO: pix-cb: 4.5043e-03 dtv-l1: 1.0836e-02 contextual: 1.2687e+00 fea-lpips-net-lin-squeeze: 6.7787e-03 l_g_gan: 1.8913e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.7703e+01 D_fake: -5.1344e+01 +20-10-28 20:21:19.943 - INFO: pix-cb: 3.4543e-03 dtv-l1: 1.3958e-02 contextual: 6.9746e-01 fea-lpips-net-lin-squeeze: 3.4561e-03 l_g_gan: 1.3800e-01 l_d_real: 0.0000e+00 l_d_fake: 2.9802e-08 D_real: -3.7625e+01 D_fake: -5.4875e+01 +20-10-28 20:22:45.840 - INFO: pix-cb: 2.4989e-03 dtv-l1: 9.1665e-03 contextual: 6.8221e-01 fea-lpips-net-lin-squeeze: 5.2414e-03 l_g_gan: 2.8169e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6422e+01 D_fake: -6.1625e+01 +20-10-28 20:24:06.754 - INFO: pix-cb: 4.5214e-03 dtv-l1: 1.2762e-02 contextual: 8.7819e-01 fea-lpips-net-lin-squeeze: 6.2294e-03 l_g_gan: 2.3856e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4625e+01 D_fake: -6.4438e+01 +20-10-28 20:25:30.283 - INFO: pix-cb: 5.2405e-03 dtv-l1: 1.5619e-02 contextual: 1.0480e+00 fea-lpips-net-lin-squeeze: 9.2926e-03 l_g_gan: 2.2999e-02 l_d_real: 5.8310e-02 l_d_fake: 5.8669e-02 D_real: -2.9156e+01 D_fake: -3.1969e+01 +20-10-28 20:26:55.007 - INFO: pix-cb: 3.1846e-03 dtv-l1: 1.2172e-02 contextual: 1.0005e+00 fea-lpips-net-lin-squeeze: 8.6746e-03 l_g_gan: 1.5350e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1219e+01 D_fake: -5.0406e+01 +20-10-28 20:28:16.654 - INFO: pix-cb: 3.4142e-03 dtv-l1: 1.1640e-02 contextual: 1.1874e+00 fea-lpips-net-lin-squeeze: 7.0801e-03 l_g_gan: 9.8547e-02 l_d_real: 4.7386e-06 l_d_fake: 4.8876e-06 D_real: -2.7375e+01 D_fake: -3.9688e+01 +20-10-28 20:29:42.454 - INFO: pix-cb: 3.9435e-03 dtv-l1: 1.1749e-02 contextual: 1.4707e+00 fea-lpips-net-lin-squeeze: 9.5062e-03 l_g_gan: 9.1969e-02 l_d_real: 1.0133e-05 l_d_fake: 1.0401e-05 D_real: -3.7688e+01 D_fake: -4.9188e+01 +20-10-28 20:31:04.187 - INFO: pix-cb: 4.3665e-03 dtv-l1: 1.4289e-02 contextual: 8.0030e-01 fea-lpips-net-lin-squeeze: 5.5008e-03 l_g_gan: 8.7875e-02 l_d_real: 1.7404e-05 l_d_fake: 1.7762e-05 D_real: -4.1000e+01 D_fake: -5.2000e+01 +20-10-28 20:32:28.956 - INFO: pix-cb: 3.0652e-03 dtv-l1: 1.7812e-02 contextual: 4.2311e-01 fea-lpips-net-lin-squeeze: 2.4643e-03 l_g_gan: 2.8025e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.2594e+01 D_fake: -6.7625e+01 +20-10-28 20:33:49.903 - INFO: pix-cb: 2.4229e-03 dtv-l1: 1.2259e-02 contextual: 7.4381e-01 fea-lpips-net-lin-squeeze: 3.8223e-03 l_g_gan: 1.8928e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.6062e+01 D_fake: -5.9719e+01 +20-10-28 20:35:15.787 - INFO: pix-cb: 2.8422e-03 dtv-l1: 1.4729e-02 contextual: 5.4278e-01 fea-lpips-net-lin-squeeze: 5.2643e-03 l_g_gan: 1.3800e-01 l_d_real: 0.0000e+00 l_d_fake: 2.9802e-08 D_real: -3.4688e+01 D_fake: -5.1938e+01 +20-10-28 20:36:20.555 - INFO: # Validation # PSNR: 29.411, SSIM: 0.81616, LPIPS: 0.073332 +20-10-28 20:36:20.556 - INFO: PSNR: 29.411, SSIM: 0.81616, LPIPS: 0.073332 +20-10-28 20:37:03.475 - INFO: pix-cb: 2.6078e-03 dtv-l1: 1.1373e-02 contextual: 5.4050e-01 fea-lpips-net-lin-squeeze: 2.1725e-03 l_g_gan: 3.1853e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.3750e+01 D_fake: -7.3562e+01 +20-10-28 20:38:22.128 - INFO: pix-cb: 4.9807e-03 dtv-l1: 1.3231e-02 contextual: 7.6187e-01 fea-lpips-net-lin-squeeze: 7.3967e-03 l_g_gan: 2.1617e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1859e+01 D_fake: -5.8875e+01 +20-10-28 20:39:44.092 - INFO: pix-cb: 3.9188e-03 dtv-l1: 1.3608e-02 contextual: 1.1288e+00 fea-lpips-net-lin-squeeze: 5.6610e-03 l_g_gan: 1.0529e-02 l_d_real: 3.1111e-01 l_d_fake: 3.2102e-01 D_real: -3.5750e+01 D_fake: -3.6750e+01 +20-10-28 20:41:02.445 - INFO: pix-cb: 3.2560e-03 dtv-l1: 1.0266e-02 contextual: 1.1757e+00 fea-lpips-net-lin-squeeze: 6.1378e-03 l_g_gan: 3.0338e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.0844e+01 D_fake: -6.8750e+01 +20-10-28 20:42:24.116 - INFO: pix-cb: 5.3239e-03 dtv-l1: 1.2600e-02 contextual: 1.4923e+00 fea-lpips-net-lin-squeeze: 8.1329e-03 l_g_gan: 6.3269e-02 l_d_real: 3.7052e-04 l_d_fake: 3.7014e-04 D_real: -2.5406e+01 D_fake: -3.3312e+01 +20-10-28 20:43:42.558 - INFO: pix-cb: 4.2167e-03 dtv-l1: 1.3706e-02 contextual: 1.2483e+00 fea-lpips-net-lin-squeeze: 7.1335e-03 l_g_gan: 5.6819e-02 l_d_real: 8.6662e-04 l_d_fake: 8.3274e-04 D_real: -4.8125e+01 D_fake: -5.5219e+01 +20-10-28 20:45:04.573 - INFO: pix-cb: 2.8010e-03 dtv-l1: 1.2504e-02 contextual: 3.7481e-01 fea-lpips-net-lin-squeeze: 2.2926e-03 l_g_gan: 3.0900e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.6000e+01 D_fake: -7.4625e+01 +20-10-28 20:46:26.686 - INFO: pix-cb: 1.8581e-03 dtv-l1: 1.1822e-02 contextual: 3.7324e-01 fea-lpips-net-lin-squeeze: 3.4027e-03 l_g_gan: 1.9775e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.2438e+01 D_fake: -5.7156e+01 +20-10-28 20:47:45.043 - INFO: pix-cb: 3.0357e-03 dtv-l1: 1.1325e-02 contextual: 1.1837e+00 fea-lpips-net-lin-squeeze: 5.2795e-03 l_g_gan: 2.4594e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9469e+01 D_fake: -6.0219e+01 +20-10-28 20:49:07.695 - INFO: pix-cb: 5.5903e-03 dtv-l1: 1.6422e-02 contextual: 1.0099e+00 fea-lpips-net-lin-squeeze: 6.3477e-03 l_g_gan: 1.5506e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.3859e+01 D_fake: -4.3250e+01 +20-10-28 20:50:25.877 - INFO: pix-cb: 2.7640e-03 dtv-l1: 1.2147e-02 contextual: 7.0890e-01 fea-lpips-net-lin-squeeze: 3.4237e-03 l_g_gan: 1.4691e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.3641e+01 D_fake: -4.2000e+01 +20-10-28 20:51:48.084 - INFO: pix-cb: 4.6794e-03 dtv-l1: 9.3430e-03 contextual: 1.3002e+00 fea-lpips-net-lin-squeeze: 6.6338e-03 l_g_gan: 5.8724e-02 l_d_real: 6.7362e-04 l_d_fake: 6.5760e-04 D_real: -1.2641e+01 D_fake: -1.9984e+01 +20-10-28 20:53:06.789 - INFO: pix-cb: 2.6376e-03 dtv-l1: 9.5329e-03 contextual: 6.6718e-01 fea-lpips-net-lin-squeeze: 2.0866e-03 l_g_gan: 2.5203e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.7719e+01 D_fake: -4.9219e+01 +20-10-28 20:53:07.452 - INFO: Models and training states saved. +20-10-28 20:53:32.713 - INFO: # Validation # PSNR: 29.214, SSIM: 0.80749, LPIPS: 0.065031 +20-10-28 20:53:32.714 - INFO: PSNR: 29.214, SSIM: 0.80749, LPIPS: 0.065031 +20-10-28 20:54:54.998 - INFO: pix-cb: 3.6841e-03 dtv-l1: 1.0781e-02 contextual: 7.5215e-01 fea-lpips-net-lin-squeeze: 5.3101e-03 l_g_gan: 4.1965e-02 l_d_real: 5.4581e-03 l_d_fake: 5.4163e-03 D_real: -3.1953e+01 D_fake: -3.7188e+01 +20-10-28 20:56:17.736 - INFO: pix-cb: 4.7967e-03 dtv-l1: 1.5881e-02 contextual: 1.0122e+00 fea-lpips-net-lin-squeeze: 8.7891e-03 l_g_gan: 4.1157e-02 l_d_real: 5.9309e-03 l_d_fake: 5.8777e-03 D_real: -1.7250e+01 D_fake: -2.2391e+01 +20-10-28 20:57:36.265 - INFO: pix-cb: 1.9707e-03 dtv-l1: 1.2175e-02 contextual: 1.0739e+00 fea-lpips-net-lin-squeeze: 6.9733e-03 l_g_gan: 1.1763e-01 l_d_real: 4.1723e-07 l_d_fake: 4.7684e-07 D_real: -1.0766e+01 D_fake: -2.5469e+01 +20-10-28 20:58:58.354 - INFO: pix-cb: 3.7871e-03 dtv-l1: 1.4842e-02 contextual: 8.2739e-01 fea-lpips-net-lin-squeeze: 5.9967e-03 l_g_gan: 8.4578e-02 l_d_real: 2.6852e-05 l_d_fake: 2.9802e-05 D_real: -2.7672e+01 D_fake: -3.8250e+01 +20-10-28 21:00:16.724 - INFO: pix-cb: 1.9597e-03 dtv-l1: 1.0548e-02 contextual: 3.9786e-01 fea-lpips-net-lin-squeeze: 1.8005e-03 l_g_gan: 2.9694e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.8875e+01 D_fake: -6.6000e+01 +20-10-28 21:01:38.784 - INFO: pix-cb: 4.8319e-03 dtv-l1: 1.5146e-02 contextual: 1.0638e+00 fea-lpips-net-lin-squeeze: 5.7030e-03 l_g_gan: 5.4056e-02 l_d_real: 1.1907e-03 l_d_fake: 1.1973e-03 D_real: -1.6781e+01 D_fake: -2.3531e+01 +20-10-28 21:02:57.333 - INFO: pix-cb: 3.9516e-03 dtv-l1: 1.3056e-02 contextual: 1.3316e+00 fea-lpips-net-lin-squeeze: 5.1270e-03 l_g_gan: 6.5889e-02 l_d_real: 2.6896e-04 l_d_fake: 2.8841e-04 D_real: -6.2578e+00 D_fake: -1.4492e+01 +20-10-28 21:04:19.276 - INFO: pix-cb: 3.1906e-03 dtv-l1: 1.5774e-02 contextual: 6.4166e-01 fea-lpips-net-lin-squeeze: 3.9520e-03 l_g_gan: 1.5627e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.3906e+01 D_fake: -4.3438e+01 +20-10-28 21:05:40.966 - INFO: pix-cb: 1.7735e-03 dtv-l1: 1.5470e-02 contextual: 5.5635e-01 fea-lpips-net-lin-squeeze: 2.1839e-03 l_g_gan: 3.4447e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.4062e+01 D_fake: -5.7125e+01 +20-10-28 21:06:59.395 - INFO: pix-cb: 4.0022e-03 dtv-l1: 1.4108e-02 contextual: 9.5298e-01 fea-lpips-net-lin-squeeze: 9.3002e-03 l_g_gan: 2.0250e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.3875e+01 D_fake: -4.9188e+01 +20-10-28 21:08:21.466 - INFO: pix-cb: 2.1336e-03 dtv-l1: 1.0631e-02 contextual: 6.1759e-01 fea-lpips-net-lin-squeeze: 1.9760e-03 l_g_gan: 3.1622e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.9156e+01 D_fake: -5.8688e+01 +20-10-28 21:09:39.892 - INFO: pix-cb: 5.1013e-03 dtv-l1: 9.3026e-03 contextual: 1.2037e+00 fea-lpips-net-lin-squeeze: 5.7449e-03 l_g_gan: 1.0078e-01 l_d_real: 3.3677e-06 l_d_fake: 3.7253e-06 D_real: -2.9969e+01 D_fake: -4.2562e+01 +20-10-28 21:10:48.104 - INFO: # Validation # PSNR: 29.35, SSIM: 0.81444, LPIPS: 0.070287 +20-10-28 21:10:48.105 - INFO: PSNR: 29.35, SSIM: 0.81444, LPIPS: 0.070287 +20-10-28 21:11:27.521 - INFO: pix-cb: 2.7012e-03 dtv-l1: 1.2421e-02 contextual: 9.1742e-01 fea-lpips-net-lin-squeeze: 5.1498e-03 l_g_gan: 1.6072e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.0969e+01 D_fake: -6.1062e+01 +20-10-28 21:12:45.804 - INFO: pix-cb: 4.6503e-03 dtv-l1: 1.7140e-02 contextual: 6.0775e-01 fea-lpips-net-lin-squeeze: 4.1580e-03 l_g_gan: 1.7544e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.4062e+01 D_fake: -4.6000e+01 +20-10-28 21:14:07.811 - INFO: pix-cb: 3.6341e-03 dtv-l1: 1.1049e-02 contextual: 8.3947e-01 fea-lpips-net-lin-squeeze: 5.8975e-03 l_g_gan: 6.7054e-03 l_d_real: 5.7350e-01 l_d_fake: 5.6770e-01 D_real: -2.8172e+01 D_fake: -2.8438e+01 +20-10-28 21:15:30.051 - INFO: pix-cb: 5.9571e-03 dtv-l1: 1.3059e-02 contextual: 9.7152e-01 fea-lpips-net-lin-squeeze: 6.2447e-03 l_g_gan: 1.8534e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -9.4609e+00 D_fake: -3.2625e+01 +20-10-28 21:16:48.571 - INFO: pix-cb: 3.6872e-03 dtv-l1: 1.5603e-02 contextual: 6.1454e-01 fea-lpips-net-lin-squeeze: 6.1989e-03 l_g_gan: 1.9413e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.1047e+01 D_fake: -4.5312e+01 +20-10-28 21:18:10.479 - INFO: pix-cb: 4.4853e-03 dtv-l1: 1.8410e-02 contextual: 5.6601e-01 fea-lpips-net-lin-squeeze: 5.4626e-03 l_g_gan: 2.3348e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.3000e+01 D_fake: -5.2188e+01 +20-10-28 21:19:28.621 - INFO: pix-cb: 5.8725e-03 dtv-l1: 1.7162e-02 contextual: 1.2567e+00 fea-lpips-net-lin-squeeze: 4.2763e-03 l_g_gan: 7.1017e-02 l_d_real: 1.4143e-04 l_d_fake: 1.4268e-04 D_real: -2.0125e+01 D_fake: -2.9000e+01 +20-10-28 21:20:50.632 - INFO: pix-cb: 3.6338e-03 dtv-l1: 1.2601e-02 contextual: 6.2475e-01 fea-lpips-net-lin-squeeze: 4.3678e-03 l_g_gan: 3.6648e-02 l_d_real: 1.0727e-02 l_d_fake: 1.0590e-02 D_real: -3.1672e+01 D_fake: -3.6250e+01 +20-10-28 21:22:09.179 - INFO: pix-cb: 3.2344e-03 dtv-l1: 1.2516e-02 contextual: 1.1702e+00 fea-lpips-net-lin-squeeze: 8.0948e-03 l_g_gan: 1.4520e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.7844e+01 D_fake: -4.6000e+01 +20-10-28 21:23:31.212 - INFO: pix-cb: 3.8893e-03 dtv-l1: 1.6773e-02 contextual: 4.9356e-01 fea-lpips-net-lin-squeeze: 3.8967e-03 l_g_gan: 2.2597e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.1125e+01 D_fake: -6.9375e+01 +20-10-28 21:24:53.430 - INFO: pix-cb: 4.9795e-03 dtv-l1: 1.4122e-02 contextual: 1.0938e+00 fea-lpips-net-lin-squeeze: 4.1580e-03 l_g_gan: 1.9227e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: 9.2773e-02 D_fake: -2.3938e+01 +20-10-28 21:26:11.652 - INFO: pix-cb: 3.6306e-03 dtv-l1: 1.5551e-02 contextual: 1.0276e+00 fea-lpips-net-lin-squeeze: 4.0321e-03 l_g_gan: 2.5302e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.9719e+01 D_fake: -5.1344e+01 +20-10-28 21:27:33.633 - INFO: pix-cb: 2.4343e-03 dtv-l1: 1.3244e-02 contextual: 4.3254e-01 fea-lpips-net-lin-squeeze: 1.9464e-03 l_g_gan: 1.2316e-01 l_d_real: 2.3842e-07 l_d_fake: 2.6822e-07 D_real: -3.5062e+01 D_fake: -5.0469e+01 +20-10-28 21:27:34.315 - INFO: Models and training states saved. +20-10-28 21:27:59.664 - INFO: # Validation # PSNR: 29.37, SSIM: 0.8188, LPIPS: 0.082972 +20-10-28 21:27:59.665 - INFO: PSNR: 29.37, SSIM: 0.8188, LPIPS: 0.082972 +20-10-28 21:29:20.667 - INFO: pix-cb: 3.3549e-03 dtv-l1: 1.4339e-02 contextual: 1.1621e+00 fea-lpips-net-lin-squeeze: 1.2817e-02 l_g_gan: 5.7116e-02 l_d_real: 8.0046e-04 l_d_fake: 8.1579e-04 D_real: -2.6297e+01 D_fake: -3.3438e+01 +20-10-28 21:30:45.673 - INFO: pix-cb: 1.8978e-03 dtv-l1: 1.0278e-02 contextual: 7.2459e-01 fea-lpips-net-lin-squeeze: 2.3518e-03 l_g_gan: 7.2376e-02 l_d_real: 1.2492e-04 l_d_fake: 1.2156e-04 D_real: -2.3266e+01 D_fake: -3.2312e+01 +20-10-28 21:32:07.746 - INFO: pix-cb: 6.9051e-03 dtv-l1: 1.7164e-02 contextual: 1.5804e+00 fea-lpips-net-lin-squeeze: 1.1841e-02 l_g_gan: 2.4394e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4375e+01 D_fake: -6.4875e+01 +20-10-28 21:33:33.316 - INFO: pix-cb: 2.9959e-03 dtv-l1: 1.4118e-02 contextual: 7.3736e-01 fea-lpips-net-lin-squeeze: 3.0956e-03 l_g_gan: 3.2006e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.1750e+01 D_fake: -6.1750e+01 +20-10-28 21:34:58.924 - INFO: pix-cb: 2.0582e-03 dtv-l1: 1.2561e-02 contextual: 4.0985e-01 fea-lpips-net-lin-squeeze: 2.0142e-03 l_g_gan: 3.5500e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.1438e+01 D_fake: -8.5812e+01 +20-10-28 21:36:18.392 - INFO: pix-cb: 2.1796e-03 dtv-l1: 7.2598e-03 contextual: 1.0566e+00 fea-lpips-net-lin-squeeze: 5.6076e-03 l_g_gan: 2.3569e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4000e+01 D_fake: -6.3469e+01 +20-10-28 21:37:43.208 - INFO: pix-cb: 2.8628e-03 dtv-l1: 1.3732e-02 contextual: 3.5424e-01 fea-lpips-net-lin-squeeze: 2.3384e-03 l_g_gan: 3.1700e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.3719e+01 D_fake: -6.3344e+01 +20-10-28 21:39:03.652 - INFO: pix-cb: 2.9979e-03 dtv-l1: 1.4052e-02 contextual: 8.9105e-01 fea-lpips-net-lin-squeeze: 4.0703e-03 l_g_gan: 4.1266e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.0297e+01 D_fake: -7.1875e+01 +20-10-28 21:40:26.960 - INFO: pix-cb: 4.6178e-03 dtv-l1: 1.3507e-02 contextual: 1.0578e+00 fea-lpips-net-lin-squeeze: 6.3820e-03 l_g_gan: 1.0506e-01 l_d_real: 2.0564e-06 l_d_fake: 2.2650e-06 D_real: -2.4469e+01 D_fake: -3.7594e+01 +20-10-28 21:41:46.331 - INFO: pix-cb: 3.5177e-03 dtv-l1: 1.4742e-02 contextual: 1.2047e+00 fea-lpips-net-lin-squeeze: 9.0332e-03 l_g_gan: 2.4025e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.8750e+01 D_fake: -5.8781e+01 +20-10-28 21:43:09.311 - INFO: pix-cb: 3.6320e-03 dtv-l1: 1.3365e-02 contextual: 1.4097e+00 fea-lpips-net-lin-squeeze: 7.4501e-03 l_g_gan: 1.1079e-01 l_d_real: 9.5367e-07 l_d_fake: 9.8348e-07 D_real: -1.2156e+01 D_fake: -2.6000e+01 +20-10-28 21:44:32.004 - INFO: pix-cb: 6.2272e-03 dtv-l1: 1.6883e-02 contextual: 6.7639e-01 fea-lpips-net-lin-squeeze: 4.9896e-03 l_g_gan: 7.0970e-02 l_d_real: 1.5201e-04 l_d_fake: 1.5380e-04 D_real: -3.3469e+01 D_fake: -4.2344e+01 +20-10-28 21:45:37.013 - INFO: # Validation # PSNR: 29.227, SSIM: 0.81321, LPIPS: 0.066304 +20-10-28 21:45:37.013 - INFO: PSNR: 29.227, SSIM: 0.81321, LPIPS: 0.066304 +20-10-28 21:46:16.501 - INFO: pix-cb: 2.2342e-03 dtv-l1: 1.0285e-02 contextual: 1.0111e+00 fea-lpips-net-lin-squeeze: 7.0114e-03 l_g_gan: 8.4188e-02 l_d_real: 2.7775e-05 l_d_fake: 2.7209e-05 D_real: -3.9938e+01 D_fake: -5.0469e+01 +20-10-28 21:47:39.223 - INFO: pix-cb: 5.0878e-03 dtv-l1: 1.5414e-02 contextual: 8.1284e-01 fea-lpips-net-lin-squeeze: 5.6152e-03 l_g_gan: 1.9128e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.8594e+01 D_fake: -5.2500e+01 +20-10-28 21:48:59.274 - INFO: pix-cb: 3.7087e-03 dtv-l1: 1.5515e-02 contextual: 5.9681e-01 fea-lpips-net-lin-squeeze: 4.8943e-03 l_g_gan: 1.6475e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6188e+01 D_fake: -4.6781e+01 +20-10-28 21:50:23.877 - INFO: pix-cb: 2.3139e-03 dtv-l1: 1.0885e-02 contextual: 5.6266e-01 fea-lpips-net-lin-squeeze: 2.5425e-03 l_g_gan: 2.9791e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6844e+01 D_fake: -6.4062e+01 +20-10-28 21:51:42.907 - INFO: pix-cb: 3.7553e-03 dtv-l1: 1.2788e-02 contextual: 9.3641e-01 fea-lpips-net-lin-squeeze: 5.1880e-03 l_g_gan: 9.4719e-02 l_d_real: 7.2717e-06 l_d_fake: 7.3015e-06 D_real: -4.1781e+01 D_fake: -5.3625e+01 +20-10-28 21:53:07.274 - INFO: pix-cb: 4.4316e-03 dtv-l1: 1.3425e-02 contextual: 8.8571e-01 fea-lpips-net-lin-squeeze: 8.0795e-03 l_g_gan: 2.3288e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.5797e+01 D_fake: -5.4906e+01 +20-10-28 21:54:32.716 - INFO: pix-cb: 6.2048e-03 dtv-l1: 1.4194e-02 contextual: 1.7613e+00 fea-lpips-net-lin-squeeze: 1.0025e-02 l_g_gan: 1.4450e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6156e+01 D_fake: -4.4219e+01 +20-10-28 21:55:54.943 - INFO: pix-cb: 1.9473e-03 dtv-l1: 6.8941e-03 contextual: 7.4228e-01 fea-lpips-net-lin-squeeze: 1.4086e-03 l_g_gan: 1.2231e-01 l_d_real: 2.3842e-07 l_d_fake: 2.6822e-07 D_real: -3.9281e+01 D_fake: -5.4562e+01 +20-10-28 21:57:21.079 - INFO: pix-cb: 3.6268e-03 dtv-l1: 1.4058e-02 contextual: 8.6766e-01 fea-lpips-net-lin-squeeze: 7.2670e-03 l_g_gan: 1.2894e-01 l_d_real: 1.1921e-07 l_d_fake: 8.9407e-08 D_real: -2.9031e+01 D_fake: -4.5156e+01 +20-10-28 21:58:41.175 - INFO: pix-cb: 2.8619e-03 dtv-l1: 8.4866e-03 contextual: 9.3166e-01 fea-lpips-net-lin-squeeze: 2.0809e-03 l_g_gan: 1.3731e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.7812e+01 D_fake: -4.4969e+01 +20-10-28 22:00:07.104 - INFO: pix-cb: 3.6408e-03 dtv-l1: 1.4027e-02 contextual: 1.5090e+00 fea-lpips-net-lin-squeeze: 9.2239e-03 l_g_gan: 9.8766e-02 l_d_real: 4.3809e-06 l_d_fake: 4.5299e-06 D_real: -3.1469e+01 D_fake: -4.3812e+01 +20-10-28 22:01:28.913 - INFO: pix-cb: 2.5248e-03 dtv-l1: 1.0280e-02 contextual: 1.3020e+00 fea-lpips-net-lin-squeeze: 5.2910e-03 l_g_gan: 1.7775e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.7875e+01 D_fake: -6.0094e+01 +20-10-28 22:02:55.944 - INFO: pix-cb: 2.5531e-03 dtv-l1: 1.0971e-02 contextual: 4.6483e-01 fea-lpips-net-lin-squeeze: 3.0918e-03 l_g_gan: 2.8403e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3375e+01 D_fake: -7.8875e+01 +20-10-28 22:02:56.714 - INFO: Models and training states saved. +20-10-28 22:03:24.557 - INFO: # Validation # PSNR: 29.508, SSIM: 0.81582, LPIPS: 0.067351 +20-10-28 22:03:24.557 - INFO: PSNR: 29.508, SSIM: 0.81582, LPIPS: 0.067351 +20-10-28 22:04:51.152 - INFO: pix-cb: 5.9567e-03 dtv-l1: 1.6766e-02 contextual: 1.7613e+00 fea-lpips-net-lin-squeeze: 1.0681e-02 l_g_gan: 2.3011e-02 l_d_real: 6.0393e-02 l_d_fake: 5.9488e-02 D_real: -4.4750e+01 D_fake: -4.7562e+01 +20-10-28 22:06:12.966 - INFO: pix-cb: 4.2243e-03 dtv-l1: 1.9705e-02 contextual: 4.9780e-01 fea-lpips-net-lin-squeeze: 6.2981e-03 l_g_gan: 2.4956e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.2938e+01 D_fake: -7.4125e+01 +20-10-28 22:07:36.960 - INFO: pix-cb: 6.1703e-03 dtv-l1: 1.6075e-02 contextual: 1.3094e+00 fea-lpips-net-lin-squeeze: 6.2561e-03 l_g_gan: 4.1134e-03 l_d_real: 9.4177e-01 l_d_fake: 9.3425e-01 D_real: -2.0562e+01 D_fake: -2.0141e+01 +20-10-28 22:08:55.604 - INFO: pix-cb: 2.9881e-03 dtv-l1: 1.2550e-02 contextual: 5.3436e-01 fea-lpips-net-lin-squeeze: 4.0207e-03 l_g_gan: 7.7344e-02 l_d_real: 6.3715e-05 l_d_fake: 6.7500e-05 D_real: -4.0938e+01 D_fake: -5.0594e+01 +20-10-28 22:10:21.862 - INFO: pix-cb: 5.3203e-03 dtv-l1: 1.2837e-02 contextual: 1.5726e+00 fea-lpips-net-lin-squeeze: 9.8267e-03 l_g_gan: 1.9566e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.0234e+01 D_fake: -5.4688e+01 +20-10-28 22:11:45.693 - INFO: pix-cb: 3.4570e-03 dtv-l1: 1.2343e-02 contextual: 9.9638e-01 fea-lpips-net-lin-squeeze: 8.4610e-03 l_g_gan: 1.6991e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1672e+01 D_fake: -5.2906e+01 +20-10-28 22:13:08.916 - INFO: pix-cb: 3.2623e-03 dtv-l1: 1.4822e-02 contextual: 1.0691e+00 fea-lpips-net-lin-squeeze: 2.9793e-03 l_g_gan: 7.7016e-02 l_d_real: 7.2208e-05 l_d_fake: 8.5408e-05 D_real: -2.7938e+01 D_fake: -3.7562e+01 +20-10-28 22:14:33.484 - INFO: pix-cb: 3.2990e-03 dtv-l1: 1.4928e-02 contextual: 6.5709e-01 fea-lpips-net-lin-squeeze: 6.2256e-03 l_g_gan: 1.3883e-01 l_d_real: 0.0000e+00 l_d_fake: 2.9802e-08 D_real: -2.1547e+01 D_fake: -3.8906e+01 +20-10-28 22:15:52.998 - INFO: pix-cb: 3.5029e-03 dtv-l1: 1.4412e-02 contextual: 8.6526e-01 fea-lpips-net-lin-squeeze: 6.3896e-03 l_g_gan: 2.0653e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.0812e+01 D_fake: -6.6625e+01 +20-10-28 22:17:17.464 - INFO: pix-cb: 5.5653e-03 dtv-l1: 1.4619e-02 contextual: 1.2562e+00 fea-lpips-net-lin-squeeze: 9.1095e-03 l_g_gan: 2.1331e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.3891e+01 D_fake: -5.0562e+01 +20-10-28 22:18:39.688 - INFO: pix-cb: 4.7210e-03 dtv-l1: 1.3060e-02 contextual: 7.3976e-01 fea-lpips-net-lin-squeeze: 4.0131e-03 l_g_gan: 2.5348e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.0469e+01 D_fake: -5.2156e+01 +20-10-28 22:20:07.500 - INFO: pix-cb: 1.7376e-03 dtv-l1: 1.2623e-02 contextual: 9.6753e-01 fea-lpips-net-lin-squeeze: 3.7155e-03 l_g_gan: 1.9270e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.5484e+01 D_fake: -3.9562e+01 +20-10-28 22:21:14.750 - INFO: # Validation # PSNR: 29.249, SSIM: 0.81536, LPIPS: 0.069672 +20-10-28 22:21:14.751 - INFO: PSNR: 29.249, SSIM: 0.81536, LPIPS: 0.069672 +20-10-28 22:21:55.077 - INFO: pix-cb: 3.6199e-03 dtv-l1: 1.5854e-02 contextual: 6.4076e-01 fea-lpips-net-lin-squeeze: 4.9629e-03 l_g_gan: 2.4973e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.8719e+01 D_fake: -5.9938e+01 +20-10-28 22:23:19.551 - INFO: pix-cb: 2.9364e-03 dtv-l1: 1.5086e-02 contextual: 1.1405e+00 fea-lpips-net-lin-squeeze: 3.8414e-03 l_g_gan: 2.0663e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6672e+01 D_fake: -5.2500e+01 +20-10-28 22:24:45.528 - INFO: pix-cb: 3.7093e-03 dtv-l1: 1.8434e-02 contextual: 5.7891e-01 fea-lpips-net-lin-squeeze: 5.1994e-03 l_g_gan: 1.7147e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.4312e+01 D_fake: -6.5750e+01 +20-10-28 22:26:05.562 - INFO: pix-cb: 2.5334e-03 dtv-l1: 1.5955e-02 contextual: 2.8649e-01 fea-lpips-net-lin-squeeze: 2.5368e-03 l_g_gan: 2.1928e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8781e+01 D_fake: -6.6188e+01 +20-10-28 22:27:29.201 - INFO: pix-cb: 3.0858e-03 dtv-l1: 1.4883e-02 contextual: 7.2023e-01 fea-lpips-net-lin-squeeze: 4.8523e-03 l_g_gan: 1.0402e-01 l_d_real: 2.2650e-06 l_d_fake: 2.4438e-06 D_real: -2.1438e+01 D_fake: -3.4438e+01 +20-10-28 22:28:49.051 - INFO: pix-cb: 2.6720e-03 dtv-l1: 1.4512e-02 contextual: 8.0870e-01 fea-lpips-net-lin-squeeze: 2.0618e-03 l_g_gan: 4.8332e-02 l_d_real: 2.4032e-03 l_d_fake: 2.3984e-03 D_real: -3.9781e+01 D_fake: -4.5812e+01 +20-10-28 22:30:12.666 - INFO: pix-cb: 3.5309e-03 dtv-l1: 9.2015e-03 contextual: 1.2532e+00 fea-lpips-net-lin-squeeze: 6.5002e-03 l_g_gan: 2.6475e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.9469e+01 D_fake: -5.2562e+01 +20-10-28 22:31:33.182 - INFO: pix-cb: 2.3992e-03 dtv-l1: 1.0931e-02 contextual: 5.6138e-01 fea-lpips-net-lin-squeeze: 2.3918e-03 l_g_gan: 5.5430e-02 l_d_real: 9.9783e-04 l_d_fake: 1.0409e-03 D_real: -2.9250e+01 D_fake: -3.6188e+01 +20-10-28 22:32:58.072 - INFO: pix-cb: 3.2135e-03 dtv-l1: 1.1826e-02 contextual: 1.4757e+00 fea-lpips-net-lin-squeeze: 7.7972e-03 l_g_gan: 2.4275e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.6656e+01 D_fake: -4.7000e+01 +20-10-28 22:34:23.350 - INFO: pix-cb: 3.9308e-03 dtv-l1: 1.3604e-02 contextual: 4.4879e-01 fea-lpips-net-lin-squeeze: 3.5114e-03 l_g_gan: 1.8356e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.7594e+01 D_fake: -6.0531e+01 +20-10-28 22:35:43.381 - INFO: pix-cb: 5.1534e-03 dtv-l1: 1.4376e-02 contextual: 9.2194e-01 fea-lpips-net-lin-squeeze: 8.7128e-03 l_g_gan: 1.8320e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.7094e+01 D_fake: -5.0000e+01 +20-10-28 22:37:07.524 - INFO: pix-cb: 1.8245e-03 dtv-l1: 7.6945e-03 contextual: 1.3925e+00 fea-lpips-net-lin-squeeze: 4.0207e-03 l_g_gan: 3.8070e-02 l_d_real: 8.7957e-03 l_d_fake: 8.6644e-03 D_real: -2.9094e+01 D_fake: -3.3844e+01 +20-10-28 22:38:27.505 - INFO: pix-cb: 6.7291e-03 dtv-l1: 2.1871e-02 contextual: 1.0205e+00 fea-lpips-net-lin-squeeze: 7.4081e-03 l_g_gan: 1.2781e-01 l_d_real: 1.1921e-07 l_d_fake: 1.4901e-07 D_real: -3.4281e+01 D_fake: -5.0250e+01 +20-10-28 22:38:28.202 - INFO: Models and training states saved. +20-10-28 22:38:53.339 - INFO: # Validation # PSNR: 29.174, SSIM: 0.81281, LPIPS: 0.067995 +20-10-28 22:38:53.339 - INFO: PSNR: 29.174, SSIM: 0.81281, LPIPS: 0.067995 +20-10-28 22:40:15.518 - INFO: pix-cb: 4.0999e-03 dtv-l1: 1.3572e-02 contextual: 5.6002e-01 fea-lpips-net-lin-squeeze: 4.0436e-03 l_g_gan: 1.7003e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4375e+01 D_fake: -5.5625e+01 +20-10-28 22:41:34.179 - INFO: pix-cb: 6.8513e-03 dtv-l1: 1.5501e-02 contextual: 5.8906e-01 fea-lpips-net-lin-squeeze: 3.5572e-03 l_g_gan: 3.3875e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.5906e+01 D_fake: -6.8250e+01 +20-10-28 22:42:56.537 - INFO: pix-cb: 3.1920e-03 dtv-l1: 1.0993e-02 contextual: 1.0193e+00 fea-lpips-net-lin-squeeze: 4.9820e-03 l_g_gan: 2.3603e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.5562e+01 D_fake: -6.5062e+01 +20-10-28 22:44:18.624 - INFO: pix-cb: 2.8704e-03 dtv-l1: 1.5691e-02 contextual: 2.2392e-01 fea-lpips-net-lin-squeeze: 1.0614e-03 l_g_gan: 1.8116e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9344e+01 D_fake: -7.2000e+01 +20-10-28 22:45:37.133 - INFO: pix-cb: 1.8071e-03 dtv-l1: 5.7535e-03 contextual: 6.8591e-01 fea-lpips-net-lin-squeeze: 3.0804e-03 l_g_gan: 1.5900e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4844e+01 D_fake: -5.4719e+01 +20-10-28 22:46:59.430 - INFO: pix-cb: 2.3819e-03 dtv-l1: 1.1374e-02 contextual: 1.3847e+00 fea-lpips-net-lin-squeeze: 5.2567e-03 l_g_gan: 7.4497e-03 l_d_real: 5.2391e-01 l_d_fake: 5.1040e-01 D_real: -4.0094e+01 D_fake: -4.0500e+01 +20-10-28 22:48:20.110 - INFO: pix-cb: 5.0398e-03 dtv-l1: 1.3484e-02 contextual: 1.7951e+00 fea-lpips-net-lin-squeeze: 9.2316e-03 l_g_gan: 5.3480e-02 l_d_real: 1.3755e-03 l_d_fake: 1.4260e-03 D_real: -3.5125e+01 D_fake: -4.1812e+01 +20-10-28 22:49:44.911 - INFO: pix-cb: 6.6347e-03 dtv-l1: 1.2275e-02 contextual: 9.5855e-01 fea-lpips-net-lin-squeeze: 5.9814e-03 l_g_gan: 1.4038e-02 l_d_real: 1.9885e-01 l_d_fake: 1.9748e-01 D_real: -2.6219e+01 D_fake: -2.7781e+01 +20-10-28 22:51:05.992 - INFO: pix-cb: 2.7358e-03 dtv-l1: 1.5060e-02 contextual: 5.7491e-01 fea-lpips-net-lin-squeeze: 4.8065e-03 l_g_gan: 2.2734e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.2562e+01 D_fake: -6.0969e+01 +20-10-28 22:52:28.702 - INFO: pix-cb: 4.6535e-03 dtv-l1: 1.2585e-02 contextual: 1.0518e+00 fea-lpips-net-lin-squeeze: 9.6664e-03 l_g_gan: 2.3289e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.8297e+01 D_fake: -4.7406e+01 +20-10-28 22:53:52.494 - INFO: pix-cb: 5.0107e-03 dtv-l1: 1.5869e-02 contextual: 7.7509e-01 fea-lpips-net-lin-squeeze: 4.6654e-03 l_g_gan: 3.3456e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.5250e+01 D_fake: -7.7062e+01 +20-10-28 22:55:12.153 - INFO: pix-cb: 3.9799e-03 dtv-l1: 1.3521e-02 contextual: 1.1220e+00 fea-lpips-net-lin-squeeze: 7.8430e-03 l_g_gan: 1.7291e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.7859e+01 D_fake: -3.9469e+01 +20-10-28 22:56:16.332 - INFO: # Validation # PSNR: 29.263, SSIM: 0.81328, LPIPS: 0.066619 +20-10-28 22:56:16.332 - INFO: PSNR: 29.263, SSIM: 0.81328, LPIPS: 0.066619 +20-10-28 22:56:59.164 - INFO: pix-cb: 4.2045e-03 dtv-l1: 1.0450e-02 contextual: 1.1341e+00 fea-lpips-net-lin-squeeze: 5.7640e-03 l_g_gan: 2.1047e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.2562e+01 D_fake: -4.8875e+01 +20-10-28 22:58:17.796 - INFO: pix-cb: 3.1678e-03 dtv-l1: 1.1422e-02 contextual: 4.7590e-01 fea-lpips-net-lin-squeeze: 1.0834e-03 l_g_gan: 2.8878e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.3945e+01 D_fake: -5.0031e+01 +20-10-28 22:59:39.705 - INFO: pix-cb: 5.8016e-03 dtv-l1: 1.3898e-02 contextual: 1.6399e+00 fea-lpips-net-lin-squeeze: 1.0620e-02 l_g_gan: 1.7778e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.0375e+01 D_fake: -5.2594e+01 +20-10-28 23:01:02.084 - INFO: pix-cb: 3.0223e-03 dtv-l1: 1.2337e-02 contextual: 9.9192e-01 fea-lpips-net-lin-squeeze: 8.9035e-03 l_g_gan: 1.2295e-01 l_d_real: 2.0862e-07 l_d_fake: 2.0862e-07 D_real: -3.1891e+01 D_fake: -4.7250e+01 +20-10-28 23:02:28.827 - INFO: pix-cb: 5.8926e-03 dtv-l1: 1.1834e-02 contextual: 1.6990e+00 fea-lpips-net-lin-squeeze: 7.0534e-03 l_g_gan: 4.7787e-02 l_d_real: 2.7136e-03 l_d_fake: 2.7086e-03 D_real: -2.7906e+01 D_fake: -3.3875e+01 +20-10-28 23:03:56.129 - INFO: pix-cb: 3.2491e-03 dtv-l1: 1.2288e-02 contextual: 1.0659e+00 fea-lpips-net-lin-squeeze: 6.0043e-03 l_g_gan: 1.9166e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.7203e+01 D_fake: -4.1156e+01 +20-10-28 23:05:18.047 - INFO: pix-cb: 4.6846e-03 dtv-l1: 1.5020e-02 contextual: 1.0585e+00 fea-lpips-net-lin-squeeze: 6.2447e-03 l_g_gan: 1.7105e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.3500e+01 D_fake: -4.4875e+01 +20-10-28 23:06:44.719 - INFO: pix-cb: 3.0008e-03 dtv-l1: 1.3881e-02 contextual: 4.4884e-01 fea-lpips-net-lin-squeeze: 4.4060e-03 l_g_gan: 2.9353e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.9219e+01 D_fake: -5.5906e+01 +20-10-28 23:08:07.263 - INFO: pix-cb: 2.9559e-03 dtv-l1: 1.1954e-02 contextual: 1.1021e+00 fea-lpips-net-lin-squeeze: 4.3068e-03 l_g_gan: 3.2919e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.9406e+01 D_fake: -6.0562e+01 +20-10-28 23:09:34.777 - INFO: pix-cb: 4.0452e-03 dtv-l1: 1.4514e-02 contextual: 9.8878e-01 fea-lpips-net-lin-squeeze: 5.2795e-03 l_g_gan: 1.9981e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8062e+01 D_fake: -6.3031e+01 +20-10-28 23:10:56.093 - INFO: pix-cb: 2.8946e-03 dtv-l1: 1.3713e-02 contextual: 9.1576e-01 fea-lpips-net-lin-squeeze: 5.5695e-03 l_g_gan: 1.5389e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.0547e+01 D_fake: -4.9781e+01 +20-10-28 23:12:21.413 - INFO: pix-cb: 5.7566e-03 dtv-l1: 1.4579e-02 contextual: 1.5001e+00 fea-lpips-net-lin-squeeze: 7.9422e-03 l_g_gan: 6.7721e-02 l_d_real: 2.3156e-04 l_d_fake: 2.7356e-04 D_real: -4.1531e+01 D_fake: -5.0000e+01 +20-10-28 23:13:48.299 - INFO: pix-cb: 4.4211e-03 dtv-l1: 1.3587e-02 contextual: 3.9217e-01 fea-lpips-net-lin-squeeze: 3.2349e-03 l_g_gan: 1.3166e-01 l_d_real: 8.9407e-08 l_d_fake: 8.9407e-08 D_real: -5.6656e+01 D_fake: -7.3125e+01 +20-10-28 23:13:49.032 - INFO: Models and training states saved. +20-10-28 23:14:16.793 - INFO: # Validation # PSNR: 29.01, SSIM: 0.80073, LPIPS: 0.063848 +20-10-28 23:14:16.793 - INFO: PSNR: 29.01, SSIM: 0.80073, LPIPS: 0.063848 +20-10-28 23:15:39.451 - INFO: pix-cb: 3.3713e-03 dtv-l1: 1.1307e-02 contextual: 1.5626e+00 fea-lpips-net-lin-squeeze: 1.0025e-02 l_g_gan: 2.1005e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.3344e+01 D_fake: -3.9594e+01 +20-10-28 23:17:05.674 - INFO: pix-cb: 2.2347e-03 dtv-l1: 1.1295e-02 contextual: 1.2226e+00 fea-lpips-net-lin-squeeze: 3.4046e-03 l_g_gan: 7.4798e-02 l_d_real: 9.4021e-05 l_d_fake: 9.3098e-05 D_real: -2.6625e+01 D_fake: -3.5969e+01 +20-10-28 23:18:27.207 - INFO: pix-cb: 1.8740e-03 dtv-l1: 9.7028e-03 contextual: 1.1339e+00 fea-lpips-net-lin-squeeze: 6.4735e-03 l_g_gan: 1.5472e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.0688e+01 D_fake: -6.0031e+01 +20-10-28 23:19:53.342 - INFO: pix-cb: 2.1191e-03 dtv-l1: 1.3539e-02 contextual: 9.1017e-01 fea-lpips-net-lin-squeeze: 3.3569e-03 l_g_gan: 5.3947e-02 l_d_real: 1.2057e-03 l_d_fake: 1.1909e-03 D_real: -3.9438e+01 D_fake: -4.6188e+01 +20-10-28 23:21:15.394 - INFO: pix-cb: 3.2277e-03 dtv-l1: 1.5049e-02 contextual: 2.7174e-01 fea-lpips-net-lin-squeeze: 3.1853e-03 l_g_gan: 1.8388e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.8375e+01 D_fake: -8.1375e+01 +20-10-28 23:22:40.743 - INFO: pix-cb: 3.2323e-03 dtv-l1: 1.0590e-02 contextual: 1.3734e+00 fea-lpips-net-lin-squeeze: 8.6136e-03 l_g_gan: 2.7016e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.3250e+01 D_fake: -6.7000e+01 +20-10-28 23:24:07.913 - INFO: pix-cb: 3.1619e-03 dtv-l1: 1.4164e-02 contextual: 7.6989e-01 fea-lpips-net-lin-squeeze: 5.4283e-03 l_g_gan: 1.2394e-01 l_d_real: 2.6822e-07 l_d_fake: 2.3842e-07 D_real: -2.9578e+01 D_fake: -4.5062e+01 +20-10-28 23:25:30.179 - INFO: pix-cb: 4.9084e-03 dtv-l1: 1.6294e-02 contextual: 9.3560e-01 fea-lpips-net-lin-squeeze: 7.8659e-03 l_g_gan: 1.0966e-01 l_d_real: 1.1921e-06 l_d_fake: 1.2219e-06 D_real: -4.3594e+01 D_fake: -5.7312e+01 +20-10-28 23:26:56.913 - INFO: pix-cb: 6.7062e-03 dtv-l1: 1.7474e-02 contextual: 1.3956e+00 fea-lpips-net-lin-squeeze: 9.7275e-03 l_g_gan: 6.2098e-02 l_d_real: 4.5267e-04 l_d_fake: 5.0373e-04 D_real: -2.5422e+01 D_fake: -3.3188e+01 +20-10-28 23:28:18.890 - INFO: pix-cb: 2.4302e-03 dtv-l1: 1.4019e-02 contextual: 4.7045e-01 fea-lpips-net-lin-squeeze: 4.3144e-03 l_g_gan: 3.3075e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9656e+01 D_fake: -7.1000e+01 +20-10-28 23:29:45.100 - INFO: pix-cb: 5.0490e-03 dtv-l1: 1.5214e-02 contextual: 1.3463e+00 fea-lpips-net-lin-squeeze: 8.7891e-03 l_g_gan: 1.0080e-01 l_d_real: 3.5763e-06 l_d_fake: 3.4869e-06 D_real: -2.1375e+01 D_fake: -3.3969e+01 +20-10-28 23:31:04.501 - INFO: pix-cb: 4.5044e-03 dtv-l1: 1.5575e-02 contextual: 1.0214e+00 fea-lpips-net-lin-squeeze: 9.8343e-03 l_g_gan: 1.7973e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.2281e+01 D_fake: -3.4750e+01 +20-10-28 23:32:16.233 - INFO: # Validation # PSNR: 29.438, SSIM: 0.81675, LPIPS: 0.06893 +20-10-28 23:32:16.233 - INFO: PSNR: 29.438, SSIM: 0.81675, LPIPS: 0.06893 +20-10-28 23:32:57.828 - INFO: pix-cb: 6.0233e-03 dtv-l1: 1.7458e-02 contextual: 1.0774e+00 fea-lpips-net-lin-squeeze: 1.0117e-02 l_g_gan: 6.9579e-02 l_d_real: 1.6747e-04 l_d_fake: 1.7087e-04 D_real: -3.0609e+01 D_fake: -3.9312e+01 +20-10-28 23:34:23.254 - INFO: pix-cb: 2.9969e-03 dtv-l1: 1.1020e-02 contextual: 6.8728e-01 fea-lpips-net-lin-squeeze: 4.0665e-03 l_g_gan: 1.4578e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.3125e+01 D_fake: -5.1344e+01 +20-10-28 23:35:46.313 - INFO: pix-cb: 3.6283e-03 dtv-l1: 1.4198e-02 contextual: 6.2114e-01 fea-lpips-net-lin-squeeze: 5.4817e-03 l_g_gan: 1.1009e-01 l_d_real: 1.1027e-06 l_d_fake: 1.1623e-06 D_real: -3.6500e+01 D_fake: -5.0250e+01 +20-10-28 23:37:13.273 - INFO: pix-cb: 4.0820e-03 dtv-l1: 1.1915e-02 contextual: 1.2596e+00 fea-lpips-net-lin-squeeze: 8.1024e-03 l_g_gan: 6.2722e-02 l_d_real: 4.1925e-04 l_d_fake: 4.8861e-04 D_real: -2.7781e+01 D_fake: -3.5625e+01 +20-10-28 23:38:35.478 - INFO: pix-cb: 3.5269e-03 dtv-l1: 1.8626e-02 contextual: 4.3069e-01 fea-lpips-net-lin-squeeze: 3.2711e-03 l_g_gan: 3.5600e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.0016e+01 D_fake: -6.4500e+01 +20-10-28 23:40:00.896 - INFO: pix-cb: 6.1084e-03 dtv-l1: 1.9298e-02 contextual: 9.3720e-01 fea-lpips-net-lin-squeeze: 9.4910e-03 l_g_gan: 1.9238e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.0875e+01 D_fake: -6.4938e+01 +20-10-28 23:41:21.514 - INFO: pix-cb: 3.7006e-03 dtv-l1: 1.6726e-02 contextual: 4.6969e-01 fea-lpips-net-lin-squeeze: 3.5877e-03 l_g_gan: 1.7566e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.3094e+01 D_fake: -7.5062e+01 +20-10-28 23:42:47.823 - INFO: pix-cb: 3.5607e-03 dtv-l1: 1.3573e-02 contextual: 4.2538e-01 fea-lpips-net-lin-squeeze: 4.4746e-03 l_g_gan: 9.4250e-02 l_d_real: 8.1062e-06 l_d_fake: 8.2552e-06 D_real: -4.3938e+01 D_fake: -5.5719e+01 +20-10-28 23:44:12.347 - INFO: pix-cb: 5.4755e-03 dtv-l1: 1.9467e-02 contextual: 6.7059e-01 fea-lpips-net-lin-squeeze: 7.0839e-03 l_g_gan: 2.2728e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9219e+01 D_fake: -7.7625e+01 +20-10-28 23:45:33.762 - INFO: pix-cb: 4.7244e-03 dtv-l1: 1.3141e-02 contextual: 1.0114e+00 fea-lpips-net-lin-squeeze: 6.5918e-03 l_g_gan: 1.3431e-01 l_d_real: 5.9605e-08 l_d_fake: 2.9802e-08 D_real: -2.5578e+01 D_fake: -4.2375e+01 +20-10-28 23:47:01.180 - INFO: pix-cb: 6.3587e-03 dtv-l1: 1.2127e-02 contextual: 1.2256e+00 fea-lpips-net-lin-squeeze: 6.0921e-03 l_g_gan: 2.3930e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.7656e+01 D_fake: -4.7562e+01 +20-10-28 23:48:23.590 - INFO: pix-cb: 4.8386e-03 dtv-l1: 1.8595e-02 contextual: 9.6214e-01 fea-lpips-net-lin-squeeze: 9.5291e-03 l_g_gan: 1.5144e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.1938e+01 D_fake: -6.0875e+01 +20-10-28 23:49:49.016 - INFO: pix-cb: 5.1395e-03 dtv-l1: 1.4036e-02 contextual: 1.0369e+00 fea-lpips-net-lin-squeeze: 3.7594e-03 l_g_gan: 5.3512e-02 l_d_real: 1.4459e-03 l_d_fake: 1.4617e-03 D_real: -4.2000e+01 D_fake: -4.8688e+01 +20-10-28 23:49:49.699 - INFO: Models and training states saved. +20-10-28 23:50:16.491 - INFO: # Validation # PSNR: 28.945, SSIM: 0.80645, LPIPS: 0.065186 +20-10-28 23:50:16.492 - INFO: PSNR: 28.945, SSIM: 0.80645, LPIPS: 0.065186 +20-10-28 23:51:38.202 - INFO: pix-cb: 3.2230e-03 dtv-l1: 1.3625e-02 contextual: 9.1448e-01 fea-lpips-net-lin-squeeze: 4.6387e-03 l_g_gan: 7.0501e-02 l_d_real: 1.5138e-04 l_d_fake: 1.6071e-04 D_real: -4.3281e+01 D_fake: -5.2094e+01 +20-10-28 23:53:05.566 - INFO: pix-cb: 4.5685e-03 dtv-l1: 1.2300e-02 contextual: 1.2881e+00 fea-lpips-net-lin-squeeze: 8.6594e-03 l_g_gan: 1.3466e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7062e+01 D_fake: -6.3906e+01 +20-10-28 23:54:31.343 - INFO: pix-cb: 1.5543e-03 dtv-l1: 9.8007e-03 contextual: 1.1365e+00 fea-lpips-net-lin-squeeze: 3.0422e-03 l_g_gan: 2.8028e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.1531e+01 D_fake: -5.6562e+01 +20-10-28 23:55:53.343 - INFO: pix-cb: 3.3543e-03 dtv-l1: 1.1146e-02 contextual: 1.6780e+00 fea-lpips-net-lin-squeeze: 9.3002e-03 l_g_gan: 1.1489e-01 l_d_real: 5.6624e-07 l_d_fake: 5.6624e-07 D_real: -2.7453e+01 D_fake: -4.1812e+01 +20-10-28 23:57:20.528 - INFO: pix-cb: 4.3635e-03 dtv-l1: 1.5842e-02 contextual: 1.0890e+00 fea-lpips-net-lin-squeeze: 3.1338e-03 l_g_gan: 1.4448e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.3656e+01 D_fake: -3.1719e+01 +20-10-28 23:58:42.591 - INFO: pix-cb: 6.0205e-03 dtv-l1: 1.6482e-02 contextual: 5.7665e-01 fea-lpips-net-lin-squeeze: 6.5460e-03 l_g_gan: 2.6397e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.9625e+01 D_fake: -5.2625e+01 +20-10-29 00:00:07.522 - INFO: pix-cb: 8.1910e-03 dtv-l1: 1.7412e-02 contextual: 1.4044e+00 fea-lpips-net-lin-squeeze: 9.5825e-03 l_g_gan: 9.7391e-02 l_d_real: 5.2154e-06 l_d_fake: 5.3644e-06 D_real: -2.0859e+01 D_fake: -3.3031e+01 +20-10-29 00:01:28.435 - INFO: pix-cb: 3.5106e-03 dtv-l1: 1.1327e-02 contextual: 9.0400e-01 fea-lpips-net-lin-squeeze: 5.6763e-03 l_g_gan: 1.1283e-01 l_d_real: 8.6427e-07 l_d_fake: 7.7486e-07 D_real: -2.5609e+01 D_fake: -3.9719e+01 +20-10-29 00:02:52.836 - INFO: pix-cb: 2.5315e-03 dtv-l1: 1.1993e-02 contextual: 7.9326e-01 fea-lpips-net-lin-squeeze: 4.2534e-03 l_g_gan: 2.4748e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.8875e+01 D_fake: -5.9812e+01 +20-10-29 00:04:17.348 - INFO: pix-cb: 3.0831e-03 dtv-l1: 1.4155e-02 contextual: 4.2810e-01 fea-lpips-net-lin-squeeze: 2.9488e-03 l_g_gan: 9.7563e-02 l_d_real: 5.2154e-06 l_d_fake: 5.1856e-06 D_real: -3.6875e+01 D_fake: -4.9062e+01 +20-10-29 00:05:38.457 - INFO: pix-cb: 1.5722e-03 dtv-l1: 7.4924e-03 contextual: 9.0385e-01 fea-lpips-net-lin-squeeze: 4.0627e-03 l_g_gan: 2.5445e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.0375e+01 D_fake: -6.2188e+01 +20-10-29 00:07:02.951 - INFO: pix-cb: 3.2900e-03 dtv-l1: 1.0984e-02 contextual: 1.3993e+00 fea-lpips-net-lin-squeeze: 6.3896e-03 l_g_gan: 1.3361e-01 l_d_real: 5.9605e-08 l_d_fake: 5.9605e-08 D_real: -2.6234e+01 D_fake: -4.2938e+01 +20-10-29 00:08:09.568 - INFO: # Validation # PSNR: 29.59, SSIM: 0.82214, LPIPS: 0.072231 +20-10-29 00:08:09.568 - INFO: PSNR: 29.59, SSIM: 0.82214, LPIPS: 0.072231 +20-10-29 00:08:49.836 - INFO: pix-cb: 3.5041e-03 dtv-l1: 1.5263e-02 contextual: 9.3129e-01 fea-lpips-net-lin-squeeze: 6.1798e-03 l_g_gan: 2.2547e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.5906e+01 D_fake: -4.4094e+01 +20-10-29 00:10:14.149 - INFO: pix-cb: 3.6331e-03 dtv-l1: 1.3250e-02 contextual: 1.2834e+00 fea-lpips-net-lin-squeeze: 6.5346e-03 l_g_gan: 1.5888e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.0109e+01 D_fake: -4.9969e+01 +20-10-29 00:11:34.269 - INFO: pix-cb: 3.4825e-03 dtv-l1: 1.3308e-02 contextual: 7.6859e-01 fea-lpips-net-lin-squeeze: 3.9902e-03 l_g_gan: 2.0678e-02 l_d_real: 8.1042e-02 l_d_fake: 8.0617e-02 D_real: -2.9750e+01 D_fake: -3.2250e+01 +20-10-29 00:12:58.365 - INFO: pix-cb: 5.2424e-03 dtv-l1: 1.6080e-02 contextual: 1.1363e+00 fea-lpips-net-lin-squeeze: 9.1171e-03 l_g_gan: 4.6027e-02 l_d_real: 3.2796e-03 l_d_fake: 3.4011e-03 D_real: -3.2625e+01 D_fake: -3.8375e+01 +20-10-29 00:14:24.053 - INFO: pix-cb: 5.6000e-03 dtv-l1: 1.7213e-02 contextual: 1.2667e+00 fea-lpips-net-lin-squeeze: 1.1505e-02 l_g_gan: 1.4881e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1266e+01 D_fake: -4.9875e+01 +20-10-29 00:15:45.040 - INFO: pix-cb: 3.0422e-03 dtv-l1: 1.2421e-02 contextual: 9.7479e-01 fea-lpips-net-lin-squeeze: 3.7689e-03 l_g_gan: 9.3750e-02 l_d_real: 8.3148e-06 l_d_fake: 8.5830e-06 D_real: -3.3156e+01 D_fake: -4.4875e+01 +20-10-29 00:17:11.290 - INFO: pix-cb: 3.5154e-03 dtv-l1: 1.3609e-02 contextual: 8.2802e-01 fea-lpips-net-lin-squeeze: 5.9814e-03 l_g_gan: 9.1594e-02 l_d_real: 1.0878e-05 l_d_fake: 1.2815e-05 D_real: -3.7312e+01 D_fake: -4.8750e+01 +20-10-29 00:18:30.777 - INFO: pix-cb: 3.7387e-03 dtv-l1: 7.3992e-03 contextual: 1.4977e+00 fea-lpips-net-lin-squeeze: 7.2365e-03 l_g_gan: 4.8006e-02 l_d_real: 2.7685e-03 l_d_fake: 2.7596e-03 D_real: -2.0750e+01 D_fake: -2.6750e+01 +20-10-29 00:19:52.565 - INFO: pix-cb: 1.1027e-03 dtv-l1: 8.9073e-03 contextual: 1.5858e+00 fea-lpips-net-lin-squeeze: 2.0847e-03 l_g_gan: 1.0572e-01 l_d_real: 1.8775e-06 l_d_fake: 2.1458e-06 D_real: -3.4875e+01 D_fake: -4.8094e+01 +20-10-29 00:21:10.859 - INFO: pix-cb: 2.3068e-03 dtv-l1: 1.0233e-02 contextual: 5.4498e-01 fea-lpips-net-lin-squeeze: 1.8673e-03 l_g_gan: 4.1577e-02 l_d_real: 5.7056e-03 l_d_fake: 5.6678e-03 D_real: -2.7312e+01 D_fake: -3.2500e+01 +20-10-29 00:22:33.165 - INFO: pix-cb: 2.8593e-03 dtv-l1: 1.3129e-02 contextual: 6.8192e-01 fea-lpips-net-lin-squeeze: 4.7989e-03 l_g_gan: 2.0594e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8438e+01 D_fake: -6.4188e+01 +20-10-29 00:23:55.121 - INFO: pix-cb: 5.2037e-03 dtv-l1: 1.5905e-02 contextual: 1.2866e+00 fea-lpips-net-lin-squeeze: 9.6130e-03 l_g_gan: 1.6472e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.2844e+01 D_fake: -6.3438e+01 +20-10-29 00:25:15.406 - INFO: pix-cb: 4.4357e-03 dtv-l1: 1.4830e-02 contextual: 6.8851e-01 fea-lpips-net-lin-squeeze: 6.0883e-03 l_g_gan: 1.8491e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3031e+01 D_fake: -6.6125e+01 +20-10-29 00:25:16.140 - INFO: Models and training states saved. +20-10-29 00:25:41.919 - INFO: # Validation # PSNR: 28.779, SSIM: 0.80828, LPIPS: 0.067738 +20-10-29 00:25:41.919 - INFO: PSNR: 28.779, SSIM: 0.80828, LPIPS: 0.067738 +20-10-29 00:27:05.772 - INFO: pix-cb: 3.0220e-03 dtv-l1: 1.1263e-02 contextual: 7.9437e-01 fea-lpips-net-lin-squeeze: 5.6152e-03 l_g_gan: 1.6478e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8344e+01 D_fake: -5.8938e+01 +20-10-29 00:28:26.829 - INFO: pix-cb: 2.9055e-03 dtv-l1: 1.6073e-02 contextual: 5.1203e-01 fea-lpips-net-lin-squeeze: 4.7989e-03 l_g_gan: 2.0770e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1500e+01 D_fake: -5.7469e+01 +20-10-29 00:29:51.011 - INFO: pix-cb: 4.4644e-03 dtv-l1: 1.2547e-02 contextual: 9.9476e-01 fea-lpips-net-lin-squeeze: 5.3711e-03 l_g_gan: 6.1066e-02 l_d_real: 4.9269e-04 l_d_fake: 4.8241e-04 D_real: -3.0062e+01 D_fake: -3.7688e+01 +20-10-29 00:31:12.521 - INFO: pix-cb: 3.7329e-03 dtv-l1: 1.1468e-02 contextual: 1.0690e+00 fea-lpips-net-lin-squeeze: 6.8474e-03 l_g_gan: 1.2359e-01 l_d_real: 2.3842e-07 l_d_fake: 2.0862e-07 D_real: -3.8812e+01 D_fake: -5.4250e+01 +20-10-29 00:32:40.503 - INFO: pix-cb: 2.6373e-03 dtv-l1: 1.3218e-02 contextual: 5.2637e-01 fea-lpips-net-lin-squeeze: 2.2449e-03 l_g_gan: 2.4809e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.3688e+01 D_fake: -6.4688e+01 +20-10-29 00:34:05.944 - INFO: pix-cb: 3.6404e-03 dtv-l1: 1.3483e-02 contextual: 1.4585e+00 fea-lpips-net-lin-squeeze: 7.0038e-03 l_g_gan: 2.8228e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.8938e+01 D_fake: -5.4219e+01 +20-10-29 00:35:26.463 - INFO: pix-cb: 5.2202e-03 dtv-l1: 1.7208e-02 contextual: 1.6593e+00 fea-lpips-net-lin-squeeze: 8.5449e-03 l_g_gan: 1.1313e-02 l_d_real: 2.8172e-01 l_d_fake: 2.8875e-01 D_real: -3.7375e+01 D_fake: -3.8500e+01 +20-10-29 00:36:51.649 - INFO: pix-cb: 3.5426e-03 dtv-l1: 1.2274e-02 contextual: 1.0147e+00 fea-lpips-net-lin-squeeze: 7.9575e-03 l_g_gan: 1.8372e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.0188e+01 D_fake: -6.3156e+01 +20-10-29 00:38:12.307 - INFO: pix-cb: 4.2546e-03 dtv-l1: 1.6044e-02 contextual: 9.3177e-01 fea-lpips-net-lin-squeeze: 7.3891e-03 l_g_gan: 3.1809e-02 l_d_real: 1.9058e-02 l_d_fake: 1.9072e-02 D_real: -5.5906e+01 D_fake: -5.9875e+01 +20-10-29 00:39:36.641 - INFO: pix-cb: 2.2692e-03 dtv-l1: 1.3509e-02 contextual: 5.0631e-01 fea-lpips-net-lin-squeeze: 2.7847e-03 l_g_gan: 2.5609e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.4375e+01 D_fake: -7.6375e+01 +20-10-29 00:40:57.253 - INFO: pix-cb: 5.1061e-03 dtv-l1: 1.4417e-02 contextual: 1.4671e+00 fea-lpips-net-lin-squeeze: 7.4272e-03 l_g_gan: 1.8134e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.2312e+01 D_fake: -6.5000e+01 +20-10-29 00:42:21.554 - INFO: pix-cb: 4.5165e-03 dtv-l1: 1.7078e-02 contextual: 1.0165e+00 fea-lpips-net-lin-squeeze: 7.1030e-03 l_g_gan: 2.3021e-02 l_d_real: 6.5447e-02 l_d_fake: 6.4740e-02 D_real: -6.8125e+01 D_fake: -7.0938e+01 +20-10-29 00:43:27.994 - INFO: # Validation # PSNR: 29.274, SSIM: 0.81001, LPIPS: 0.066076 +20-10-29 00:43:27.994 - INFO: PSNR: 29.274, SSIM: 0.81001, LPIPS: 0.066076 +20-10-29 00:44:11.646 - INFO: pix-cb: 3.6032e-03 dtv-l1: 1.4677e-02 contextual: 6.9182e-01 fea-lpips-net-lin-squeeze: 4.0054e-03 l_g_gan: 4.7989e-02 l_d_real: 2.5502e-03 l_d_fake: 2.5364e-03 D_real: -5.2188e+01 D_fake: -5.8188e+01 +20-10-29 00:45:32.725 - INFO: pix-cb: 2.5325e-03 dtv-l1: 1.3072e-02 contextual: 1.0112e+00 fea-lpips-net-lin-squeeze: 5.4665e-03 l_g_gan: 1.5634e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9031e+01 D_fake: -6.8562e+01 +20-10-29 00:46:57.256 - INFO: pix-cb: 3.1214e-03 dtv-l1: 9.5372e-03 contextual: 1.0971e+00 fea-lpips-net-lin-squeeze: 4.6654e-03 l_g_gan: 4.4995e-03 l_d_real: 8.5102e-01 l_d_fake: 8.4417e-01 D_real: -4.3812e+01 D_fake: -4.3531e+01 +20-10-29 00:48:18.905 - INFO: pix-cb: 4.3105e-03 dtv-l1: 1.1549e-02 contextual: 9.5682e-01 fea-lpips-net-lin-squeeze: 3.2272e-03 l_g_gan: 1.8703e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.3125e+01 D_fake: -5.6500e+01 +20-10-29 00:49:43.423 - INFO: pix-cb: 4.4161e-03 dtv-l1: 1.5113e-02 contextual: 8.3996e-01 fea-lpips-net-lin-squeeze: 7.2975e-03 l_g_gan: 2.6547e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.1688e+01 D_fake: -8.4875e+01 +20-10-29 00:51:03.977 - INFO: pix-cb: 3.9438e-03 dtv-l1: 1.2975e-02 contextual: 1.0969e+00 fea-lpips-net-lin-squeeze: 7.6752e-03 l_g_gan: 2.0402e-02 l_d_real: 8.6285e-02 l_d_fake: 8.4460e-02 D_real: -4.4094e+01 D_fake: -4.6562e+01 +20-10-29 00:52:28.157 - INFO: pix-cb: 2.7309e-03 dtv-l1: 1.2425e-02 contextual: 5.6720e-01 fea-lpips-net-lin-squeeze: 3.6678e-03 l_g_gan: 2.8794e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8000e+01 D_fake: -7.4000e+01 +20-10-29 00:53:51.922 - INFO: pix-cb: 5.2958e-03 dtv-l1: 1.7425e-02 contextual: 1.2920e+00 fea-lpips-net-lin-squeeze: 8.6441e-03 l_g_gan: 2.0394e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.9562e+01 D_fake: -6.5062e+01 +20-10-29 00:55:12.071 - INFO: pix-cb: 1.6979e-03 dtv-l1: 1.1757e-02 contextual: 5.2358e-01 fea-lpips-net-lin-squeeze: 3.5477e-03 l_g_gan: 9.2500e-02 l_d_real: 9.5665e-06 l_d_fake: 9.8943e-06 D_real: -4.7781e+01 D_fake: -5.9344e+01 +20-10-29 00:56:35.961 - INFO: pix-cb: 3.3849e-03 dtv-l1: 1.4588e-02 contextual: 5.9859e-01 fea-lpips-net-lin-squeeze: 5.4359e-03 l_g_gan: 2.0450e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2562e+01 D_fake: -7.8125e+01 +20-10-29 00:57:56.661 - INFO: pix-cb: 2.2991e-03 dtv-l1: 1.1878e-02 contextual: 2.2216e-01 fea-lpips-net-lin-squeeze: 2.5959e-03 l_g_gan: 1.5022e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.5219e+01 D_fake: -7.4000e+01 +20-10-29 00:59:20.916 - INFO: pix-cb: 4.5397e-03 dtv-l1: 1.5679e-02 contextual: 9.1461e-01 fea-lpips-net-lin-squeeze: 5.3253e-03 l_g_gan: 2.3084e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7656e+01 D_fake: -7.6500e+01 +20-10-29 01:00:41.088 - INFO: pix-cb: 2.5901e-03 dtv-l1: 1.0503e-02 contextual: 7.6194e-01 fea-lpips-net-lin-squeeze: 4.1199e-03 l_g_gan: 3.7584e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.7656e+01 D_fake: -8.4625e+01 +20-10-29 01:00:41.776 - INFO: Models and training states saved. +20-10-29 01:01:07.909 - INFO: # Validation # PSNR: 29.365, SSIM: 0.81672, LPIPS: 0.06622 +20-10-29 01:01:07.909 - INFO: PSNR: 29.365, SSIM: 0.81672, LPIPS: 0.06622 +20-10-29 01:02:33.680 - INFO: pix-cb: 1.8177e-03 dtv-l1: 1.2145e-02 contextual: 8.2772e-01 fea-lpips-net-lin-squeeze: 2.1420e-03 l_g_gan: 2.3453e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.9188e+01 D_fake: -6.8500e+01 +20-10-29 01:03:58.994 - INFO: pix-cb: 4.8861e-03 dtv-l1: 2.0149e-02 contextual: 1.1425e+00 fea-lpips-net-lin-squeeze: 6.3782e-03 l_g_gan: 1.4941e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.1750e+01 D_fake: -6.0438e+01 +20-10-29 01:05:21.333 - INFO: pix-cb: 5.1420e-03 dtv-l1: 1.3798e-02 contextual: 1.2208e+00 fea-lpips-net-lin-squeeze: 5.6915e-03 l_g_gan: 1.7678e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -1.9219e+01 D_fake: -4.1312e+01 +20-10-29 01:06:44.528 - INFO: pix-cb: 3.4532e-03 dtv-l1: 1.2747e-02 contextual: 8.5658e-01 fea-lpips-net-lin-squeeze: 5.4016e-03 l_g_gan: 2.8516e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4844e+01 D_fake: -7.0500e+01 +20-10-29 01:08:04.586 - INFO: pix-cb: 3.2531e-03 dtv-l1: 1.1973e-02 contextual: 1.4247e+00 fea-lpips-net-lin-squeeze: 8.0338e-03 l_g_gan: 1.3681e-01 l_d_real: 0.0000e+00 l_d_fake: 2.9802e-08 D_real: -3.6125e+01 D_fake: -5.3219e+01 +20-10-29 01:09:27.959 - INFO: pix-cb: 4.1479e-03 dtv-l1: 1.6212e-02 contextual: 7.3062e-01 fea-lpips-net-lin-squeeze: 6.7444e-03 l_g_gan: 3.3469e-02 l_d_real: 1.5652e-02 l_d_fake: 1.5623e-02 D_real: -5.8156e+01 D_fake: -6.2312e+01 +20-10-29 01:10:48.486 - INFO: pix-cb: 4.1177e-03 dtv-l1: 1.8478e-02 contextual: 8.0870e-01 fea-lpips-net-lin-squeeze: 6.3019e-03 l_g_gan: 4.0059e-02 l_d_real: 7.5373e-03 l_d_fake: 7.3139e-03 D_real: -5.4938e+01 D_fake: -5.9938e+01 +20-10-29 01:12:13.475 - INFO: pix-cb: 3.2175e-03 dtv-l1: 1.0807e-02 contextual: 9.9465e-01 fea-lpips-net-lin-squeeze: 4.9629e-03 l_g_gan: 9.1750e-02 l_d_real: 1.0997e-05 l_d_fake: 1.0520e-05 D_real: -2.5562e+01 D_fake: -3.7031e+01 +20-10-29 01:13:44.148 - INFO: pix-cb: 1.9730e-03 dtv-l1: 1.1317e-02 contextual: 3.7402e-01 fea-lpips-net-lin-squeeze: 2.4490e-03 l_g_gan: 2.4569e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.9781e+01 D_fake: -7.0500e+01 +20-10-29 01:15:04.325 - INFO: pix-cb: 4.3341e-03 dtv-l1: 1.7365e-02 contextual: 9.7289e-01 fea-lpips-net-lin-squeeze: 5.1689e-03 l_g_gan: 2.8597e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.7812e+01 D_fake: -6.3562e+01 +20-10-29 01:16:29.209 - INFO: pix-cb: 2.6824e-03 dtv-l1: 1.4516e-02 contextual: 6.1157e-01 fea-lpips-net-lin-squeeze: 3.6182e-03 l_g_gan: 1.6178e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3656e+01 D_fake: -6.3875e+01 +20-10-29 01:17:49.069 - INFO: pix-cb: 2.8769e-03 dtv-l1: 1.6839e-02 contextual: 5.0721e-01 fea-lpips-net-lin-squeeze: 3.6182e-03 l_g_gan: 1.2222e-01 l_d_real: 2.3842e-07 l_d_fake: 2.3842e-07 D_real: -4.3656e+01 D_fake: -5.8938e+01 +20-10-29 01:18:59.557 - INFO: # Validation # PSNR: 29.478, SSIM: 0.81823, LPIPS: 0.069073 +20-10-29 01:18:59.557 - INFO: PSNR: 29.478, SSIM: 0.81823, LPIPS: 0.069073 +20-10-29 01:19:39.485 - INFO: pix-cb: 1.9699e-03 dtv-l1: 1.4461e-02 contextual: 8.3280e-01 fea-lpips-net-lin-squeeze: 3.7537e-03 l_g_gan: 1.7284e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7625e+01 D_fake: -6.9250e+01 +20-10-29 01:20:59.764 - INFO: pix-cb: 3.2336e-03 dtv-l1: 1.5119e-02 contextual: 9.3233e-01 fea-lpips-net-lin-squeeze: 2.3975e-03 l_g_gan: 1.6584e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3281e+01 D_fake: -6.4000e+01 +20-10-29 01:22:23.206 - INFO: pix-cb: 3.7596e-03 dtv-l1: 1.0368e-02 contextual: 1.5189e+00 fea-lpips-net-lin-squeeze: 8.5983e-03 l_g_gan: 3.5393e-03 l_d_real: 1.0741e+00 l_d_fake: 1.0763e+00 D_real: -4.2438e+01 D_fake: -4.1812e+01 +20-10-29 01:23:49.123 - INFO: pix-cb: 2.9813e-03 dtv-l1: 1.6109e-02 contextual: 6.1069e-01 fea-lpips-net-lin-squeeze: 4.2381e-03 l_g_gan: 1.7669e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8906e+01 D_fake: -6.1000e+01 +20-10-29 01:25:10.799 - INFO: pix-cb: 7.3777e-03 dtv-l1: 1.9077e-02 contextual: 1.3289e+00 fea-lpips-net-lin-squeeze: 9.5596e-03 l_g_gan: 1.1056e-01 l_d_real: 1.0133e-06 l_d_fake: 1.0133e-06 D_real: -5.1250e+01 D_fake: -6.5062e+01 +20-10-29 01:26:34.920 - INFO: pix-cb: 3.2926e-03 dtv-l1: 1.3292e-02 contextual: 4.2312e-01 fea-lpips-net-lin-squeeze: 3.0308e-03 l_g_gan: 2.6469e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.0531e+01 D_fake: -8.3625e+01 +20-10-29 01:27:56.123 - INFO: pix-cb: 3.8905e-03 dtv-l1: 1.1446e-02 contextual: 1.4760e+00 fea-lpips-net-lin-squeeze: 5.8975e-03 l_g_gan: 3.9590e-02 l_d_real: 7.4542e-03 l_d_fake: 7.3374e-03 D_real: -2.9188e+01 D_fake: -3.4125e+01 +20-10-29 01:29:20.531 - INFO: pix-cb: 3.8140e-03 dtv-l1: 1.0769e-02 contextual: 1.0749e+00 fea-lpips-net-lin-squeeze: 6.4430e-03 l_g_gan: 9.5750e-02 l_d_real: 6.5863e-06 l_d_fake: 6.4373e-06 D_real: -3.4219e+01 D_fake: -4.6188e+01 +20-10-29 01:30:40.414 - INFO: pix-cb: 3.1707e-03 dtv-l1: 1.6761e-02 contextual: 6.1778e-01 fea-lpips-net-lin-squeeze: 6.0768e-03 l_g_gan: 1.3966e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.5938e+01 D_fake: -6.3406e+01 +20-10-29 01:32:04.220 - INFO: pix-cb: 2.3593e-03 dtv-l1: 1.2818e-02 contextual: 5.1103e-01 fea-lpips-net-lin-squeeze: 2.6550e-03 l_g_gan: 6.2222e-02 l_d_real: 4.2426e-04 l_d_fake: 4.1983e-04 D_real: -4.9844e+01 D_fake: -5.7625e+01 +20-10-29 01:33:27.917 - INFO: pix-cb: 2.9712e-03 dtv-l1: 1.1674e-02 contextual: 7.2880e-01 fea-lpips-net-lin-squeeze: 5.6610e-03 l_g_gan: 2.6788e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.6688e+01 D_fake: -7.0188e+01 +20-10-29 01:34:48.202 - INFO: pix-cb: 2.9671e-03 dtv-l1: 1.5793e-02 contextual: 1.0352e+00 fea-lpips-net-lin-squeeze: 8.7967e-03 l_g_gan: 2.9206e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.2000e+01 D_fake: -6.8500e+01 +20-10-29 01:36:13.862 - INFO: pix-cb: 4.7302e-03 dtv-l1: 1.7350e-02 contextual: 1.5458e+00 fea-lpips-net-lin-squeeze: 9.9106e-03 l_g_gan: 1.1044e-01 l_d_real: 1.0133e-06 l_d_fake: 1.0431e-06 D_real: -4.1625e+01 D_fake: -5.5438e+01 +20-10-29 01:36:14.518 - INFO: Models and training states saved. +20-10-29 01:36:40.994 - INFO: # Validation # PSNR: 29.198, SSIM: 0.81014, LPIPS: 0.065461 +20-10-29 01:36:40.994 - INFO: PSNR: 29.198, SSIM: 0.81014, LPIPS: 0.065461 +20-10-29 01:38:03.125 - INFO: pix-cb: 4.9543e-03 dtv-l1: 1.9562e-02 contextual: 5.9006e-01 fea-lpips-net-lin-squeeze: 6.8779e-03 l_g_gan: 8.0000e-02 l_d_real: 5.0186e-05 l_d_fake: 5.0126e-05 D_real: -6.2625e+01 D_fake: -7.2625e+01 +20-10-29 01:39:28.149 - INFO: pix-cb: 3.4741e-03 dtv-l1: 1.2035e-02 contextual: 6.9927e-01 fea-lpips-net-lin-squeeze: 5.1842e-03 l_g_gan: 2.0266e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.0156e+01 D_fake: -8.5500e+01 +20-10-29 01:40:46.558 - INFO: pix-cb: 3.3764e-03 dtv-l1: 1.3655e-02 contextual: 6.2846e-01 fea-lpips-net-lin-squeeze: 3.3588e-03 l_g_gan: 1.5267e-02 l_d_real: 1.6755e-01 l_d_fake: 1.6487e-01 D_real: -6.0562e+01 D_fake: -6.2312e+01 +20-10-29 01:42:12.627 - INFO: pix-cb: 3.8158e-03 dtv-l1: 9.2145e-03 contextual: 1.0127e+00 fea-lpips-net-lin-squeeze: 4.7340e-03 l_g_gan: 1.7584e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4750e+01 D_fake: -5.6719e+01 +20-10-29 01:43:36.839 - INFO: pix-cb: 2.2399e-03 dtv-l1: 1.2932e-02 contextual: 6.7693e-01 fea-lpips-net-lin-squeeze: 3.5553e-03 l_g_gan: 2.3944e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.4438e+01 D_fake: -7.4375e+01 +20-10-29 01:44:55.303 - INFO: pix-cb: 3.7481e-03 dtv-l1: 1.3431e-02 contextual: 1.0198e+00 fea-lpips-net-lin-squeeze: 7.1220e-03 l_g_gan: 1.5529e-02 l_d_real: 1.5350e-01 l_d_fake: 1.5853e-01 D_real: -6.0562e+01 D_fake: -6.2344e+01 +20-10-29 01:46:17.496 - INFO: pix-cb: 3.0272e-03 dtv-l1: 1.3659e-02 contextual: 9.6485e-01 fea-lpips-net-lin-squeeze: 5.5923e-03 l_g_gan: 2.1803e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2375e+01 D_fake: -7.9625e+01 +20-10-29 01:47:36.406 - INFO: pix-cb: 2.1862e-03 dtv-l1: 7.4494e-03 contextual: 1.5780e+00 fea-lpips-net-lin-squeeze: 7.6828e-03 l_g_gan: 3.7203e-02 l_d_real: 9.7504e-03 l_d_fake: 9.6911e-03 D_real: -3.5625e+01 D_fake: -4.0250e+01 +20-10-29 01:48:59.150 - INFO: pix-cb: 3.3818e-03 dtv-l1: 1.4602e-02 contextual: 5.4560e-01 fea-lpips-net-lin-squeeze: 2.7485e-03 l_g_gan: 3.4191e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9625e+01 D_fake: -7.2375e+01 +20-10-29 01:50:18.074 - INFO: pix-cb: 3.2277e-03 dtv-l1: 1.3245e-02 contextual: 1.1108e+00 fea-lpips-net-lin-squeeze: 4.2152e-03 l_g_gan: 2.3472e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.2500e+01 D_fake: -6.1844e+01 +20-10-29 01:51:40.418 - INFO: pix-cb: 3.1762e-03 dtv-l1: 1.3947e-02 contextual: 7.8615e-01 fea-lpips-net-lin-squeeze: 6.3782e-03 l_g_gan: 1.3850e-01 l_d_real: 0.0000e+00 l_d_fake: 2.9802e-08 D_real: -4.4719e+01 D_fake: -6.2031e+01 +20-10-29 01:53:04.227 - INFO: pix-cb: 5.5864e-03 dtv-l1: 1.8786e-02 contextual: 1.1851e+00 fea-lpips-net-lin-squeeze: 7.3395e-03 l_g_gan: 1.7375e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.9938e+01 D_fake: -6.1656e+01 +20-10-29 01:54:09.536 - INFO: # Validation # PSNR: 29.278, SSIM: 0.81397, LPIPS: 0.066585 +20-10-29 01:54:09.536 - INFO: PSNR: 29.278, SSIM: 0.81397, LPIPS: 0.066585 +20-10-29 01:54:49.165 - INFO: pix-cb: 3.6917e-03 dtv-l1: 9.9105e-03 contextual: 1.5258e+00 fea-lpips-net-lin-squeeze: 7.0343e-03 l_g_gan: 1.8150e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.8562e+01 D_fake: -5.1250e+01 +20-10-29 01:56:12.503 - INFO: pix-cb: 5.9189e-03 dtv-l1: 1.7243e-02 contextual: 1.3175e+00 fea-lpips-net-lin-squeeze: 1.2222e-02 l_g_gan: 1.5544e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.6562e+01 D_fake: -5.6000e+01 +20-10-29 01:57:31.862 - INFO: pix-cb: 1.3918e-03 dtv-l1: 9.1081e-03 contextual: 6.9261e-01 fea-lpips-net-lin-squeeze: 3.1128e-03 l_g_gan: 2.8491e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.2406e+01 D_fake: -6.8000e+01 +20-10-29 01:58:55.229 - INFO: pix-cb: 1.6795e-03 dtv-l1: 1.4514e-02 contextual: 5.9404e-01 fea-lpips-net-lin-squeeze: 1.0223e-03 l_g_gan: 2.4528e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.8594e+01 D_fake: -7.9250e+01 +20-10-29 02:00:15.213 - INFO: pix-cb: 3.4236e-03 dtv-l1: 1.0972e-02 contextual: 1.4597e+00 fea-lpips-net-lin-squeeze: 9.0790e-03 l_g_gan: 3.5317e-02 l_d_real: 1.2115e-02 l_d_fake: 1.2469e-02 D_real: -4.1531e+01 D_fake: -4.5938e+01 +20-10-29 02:01:39.870 - INFO: pix-cb: 4.8470e-03 dtv-l1: 1.6463e-02 contextual: 1.1863e+00 fea-lpips-net-lin-squeeze: 7.5531e-03 l_g_gan: 1.5925e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6469e+01 D_fake: -4.6375e+01 +20-10-29 02:03:04.212 - INFO: pix-cb: 2.4144e-03 dtv-l1: 1.4767e-02 contextual: 3.7138e-01 fea-lpips-net-lin-squeeze: 2.3308e-03 l_g_gan: 1.5047e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.3625e+01 D_fake: -7.2438e+01 +20-10-29 02:04:24.392 - INFO: pix-cb: 3.1203e-03 dtv-l1: 1.4871e-02 contextual: 1.2792e+00 fea-lpips-net-lin-squeeze: 6.0425e-03 l_g_gan: 3.5319e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.4625e+01 D_fake: -6.8750e+01 +20-10-29 02:05:47.739 - INFO: pix-cb: 3.8611e-03 dtv-l1: 1.0350e-02 contextual: 1.2289e+00 fea-lpips-net-lin-squeeze: 8.1406e-03 l_g_gan: 1.5203e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.1125e+01 D_fake: -6.0125e+01 +20-10-29 02:07:08.108 - INFO: pix-cb: 3.7825e-03 dtv-l1: 1.7188e-02 contextual: 1.0736e+00 fea-lpips-net-lin-squeeze: 9.9869e-03 l_g_gan: 2.4094e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.2562e+01 D_fake: -7.2688e+01 +20-10-29 02:08:32.685 - INFO: pix-cb: 2.6739e-03 dtv-l1: 9.7803e-03 contextual: 1.5453e+00 fea-lpips-net-lin-squeeze: 1.1612e-02 l_g_gan: 2.3959e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9000e+01 D_fake: -5.8938e+01 +20-10-29 02:09:52.647 - INFO: pix-cb: 3.7914e-03 dtv-l1: 1.6252e-02 contextual: 8.3856e-01 fea-lpips-net-lin-squeeze: 6.2065e-03 l_g_gan: 3.6064e-02 l_d_real: 1.2008e-02 l_d_fake: 1.1717e-02 D_real: -4.8531e+01 D_fake: -5.3031e+01 +20-10-29 02:11:16.957 - INFO: pix-cb: 2.3038e-03 dtv-l1: 1.3053e-02 contextual: 4.4632e-01 fea-lpips-net-lin-squeeze: 2.2278e-03 l_g_gan: 1.4988e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9406e+01 D_fake: -6.8125e+01 +20-10-29 02:11:17.649 - INFO: Models and training states saved. +20-10-29 02:11:43.120 - INFO: # Validation # PSNR: 29.113, SSIM: 0.80974, LPIPS: 0.062815 +20-10-29 02:11:43.120 - INFO: PSNR: 29.113, SSIM: 0.80974, LPIPS: 0.062815 +20-10-29 02:13:07.149 - INFO: pix-cb: 2.9962e-03 dtv-l1: 1.0459e-02 contextual: 1.6571e+00 fea-lpips-net-lin-squeeze: 1.0521e-02 l_g_gan: 2.0161e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6047e+01 D_fake: -5.1250e+01 +20-10-29 02:14:28.996 - INFO: pix-cb: 3.1343e-03 dtv-l1: 1.2776e-02 contextual: 8.7168e-01 fea-lpips-net-lin-squeeze: 7.2556e-03 l_g_gan: 2.7031e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.4469e+01 D_fake: -6.8250e+01 +20-10-29 02:15:54.275 - INFO: pix-cb: 2.1638e-03 dtv-l1: 1.1529e-02 contextual: 7.8457e-01 fea-lpips-net-lin-squeeze: 2.1458e-03 l_g_gan: 1.8006e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.6500e+01 D_fake: -6.9000e+01 +20-10-29 02:17:16.088 - INFO: pix-cb: 4.2225e-03 dtv-l1: 1.4341e-02 contextual: 1.2300e+00 fea-lpips-net-lin-squeeze: 8.8501e-03 l_g_gan: 1.7450e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7188e+01 D_fake: -6.9000e+01 +20-10-29 02:18:40.770 - INFO: pix-cb: 4.6412e-03 dtv-l1: 1.5101e-02 contextual: 1.1084e+00 fea-lpips-net-lin-squeeze: 6.6986e-03 l_g_gan: 1.2350e-01 l_d_real: 2.0862e-07 l_d_fake: 2.0862e-07 D_real: -4.3625e+01 D_fake: -5.9062e+01 +20-10-29 02:20:03.253 - INFO: pix-cb: 2.5754e-03 dtv-l1: 1.6075e-02 contextual: 6.6135e-01 fea-lpips-net-lin-squeeze: 4.2992e-03 l_g_gan: 3.0359e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.8438e+01 D_fake: -8.6375e+01 +20-10-29 02:21:31.177 - INFO: pix-cb: 3.2911e-03 dtv-l1: 1.3176e-02 contextual: 5.5958e-01 fea-lpips-net-lin-squeeze: 4.7989e-03 l_g_gan: 1.9306e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9500e+01 D_fake: -7.3625e+01 +20-10-29 02:22:58.707 - INFO: pix-cb: 2.0217e-03 dtv-l1: 8.8877e-03 contextual: 1.2090e+00 fea-lpips-net-lin-squeeze: 2.1210e-03 l_g_gan: 2.9000e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9328e+01 D_fake: -6.5562e+01 +20-10-29 02:24:22.298 - INFO: pix-cb: 4.7158e-03 dtv-l1: 1.5315e-02 contextual: 1.0841e+00 fea-lpips-net-lin-squeeze: 6.4812e-03 l_g_gan: 1.6928e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8312e+01 D_fake: -5.9469e+01 +20-10-29 02:25:50.267 - INFO: pix-cb: 8.0561e-03 dtv-l1: 1.8380e-02 contextual: 1.3837e+00 fea-lpips-net-lin-squeeze: 9.3689e-03 l_g_gan: 7.0751e-02 l_d_real: 1.5156e-04 l_d_fake: 1.4858e-04 D_real: -4.0656e+01 D_fake: -4.9500e+01 +20-10-29 02:27:16.494 - INFO: pix-cb: 4.3518e-03 dtv-l1: 1.6627e-02 contextual: 1.0588e+00 fea-lpips-net-lin-squeeze: 7.8278e-03 l_g_gan: 1.3419e-01 l_d_real: 5.9605e-08 l_d_fake: 5.9605e-08 D_real: -4.6844e+01 D_fake: -6.3625e+01 +20-10-29 02:28:46.105 - INFO: pix-cb: 1.2838e-03 dtv-l1: 1.0888e-02 contextual: 7.2226e-01 fea-lpips-net-lin-squeeze: 1.3905e-03 l_g_gan: 1.1625e-01 l_d_real: 5.0664e-07 l_d_fake: 6.8545e-07 D_real: -5.3219e+01 D_fake: -6.7750e+01 +20-10-29 02:29:56.852 - INFO: # Validation # PSNR: 29.146, SSIM: 0.81135, LPIPS: 0.06706 +20-10-29 02:29:56.852 - INFO: PSNR: 29.146, SSIM: 0.81135, LPIPS: 0.06706 +20-10-29 02:30:37.571 - INFO: pix-cb: 4.6562e-03 dtv-l1: 1.4646e-02 contextual: 7.5060e-01 fea-lpips-net-lin-squeeze: 4.5624e-03 l_g_gan: 2.4344e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.9188e+01 D_fake: -6.9625e+01 +20-10-29 02:32:04.569 - INFO: pix-cb: 4.4060e-03 dtv-l1: 1.2815e-02 contextual: 1.7941e+00 fea-lpips-net-lin-squeeze: 8.4000e-03 l_g_gan: 1.8497e-04 l_d_real: 3.8278e+00 l_d_fake: 3.8356e+00 D_real: -6.3312e+01 D_fake: -5.9500e+01 +20-10-29 02:33:29.627 - INFO: pix-cb: 3.9094e-03 dtv-l1: 1.3442e-02 contextual: 6.2484e-01 fea-lpips-net-lin-squeeze: 6.4430e-03 l_g_gan: 1.9503e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9688e+01 D_fake: -7.4062e+01 +20-10-29 02:34:49.912 - INFO: pix-cb: 3.3412e-03 dtv-l1: 1.4996e-02 contextual: 1.0756e+00 fea-lpips-net-lin-squeeze: 5.7373e-03 l_g_gan: 1.9469e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.6656e+01 D_fake: -7.1000e+01 +20-10-29 02:36:12.593 - INFO: pix-cb: 2.0298e-03 dtv-l1: 1.2434e-02 contextual: 3.1369e-01 fea-lpips-net-lin-squeeze: 2.3537e-03 l_g_gan: 2.3316e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.5844e+01 D_fake: -8.5000e+01 +20-10-29 02:37:34.031 - INFO: pix-cb: 2.5079e-03 dtv-l1: 1.4761e-02 contextual: 6.4321e-01 fea-lpips-net-lin-squeeze: 2.5864e-03 l_g_gan: 8.5100e-03 l_d_real: 4.3535e-01 l_d_fake: 4.3434e-01 D_real: -5.0781e+01 D_fake: -5.1406e+01 +20-10-29 02:39:18.636 - INFO: pix-cb: 2.1097e-03 dtv-l1: 1.1890e-02 contextual: 5.1310e-01 fea-lpips-net-lin-squeeze: 3.5305e-03 l_g_gan: 2.0197e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9250e+01 D_fake: -7.4500e+01 +20-10-29 02:40:39.733 - INFO: pix-cb: 4.5760e-03 dtv-l1: 1.5331e-02 contextual: 5.5706e-01 fea-lpips-net-lin-squeeze: 5.3482e-03 l_g_gan: 7.8938e-02 l_d_real: 5.6444e-05 l_d_fake: 7.3101e-05 D_real: -6.5625e+01 D_fake: -7.5500e+01 +20-10-29 02:42:01.821 - INFO: pix-cb: 3.3954e-03 dtv-l1: 1.4123e-02 contextual: 6.4458e-01 fea-lpips-net-lin-squeeze: 5.3062e-03 l_g_gan: 3.2825e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.6094e+01 D_fake: -7.7125e+01 +20-10-29 02:43:29.885 - INFO: pix-cb: 3.3272e-03 dtv-l1: 1.2228e-02 contextual: 4.3619e-01 fea-lpips-net-lin-squeeze: 4.2496e-03 l_g_gan: 3.4009e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.0094e+01 D_fake: -8.2625e+01 +20-10-29 02:44:50.713 - INFO: pix-cb: 3.0056e-03 dtv-l1: 1.0734e-02 contextual: 1.0840e+00 fea-lpips-net-lin-squeeze: 6.0692e-03 l_g_gan: 3.0239e-02 l_d_real: 2.6570e-02 l_d_fake: 2.5408e-02 D_real: -3.7500e+01 D_fake: -4.1250e+01 +20-10-29 02:46:15.744 - INFO: pix-cb: 2.1801e-03 dtv-l1: 1.0244e-02 contextual: 9.0632e-01 fea-lpips-net-lin-squeeze: 2.1706e-03 l_g_gan: 1.3147e-01 l_d_real: 1.1921e-07 l_d_fake: 5.9605e-08 D_real: -4.3125e+01 D_fake: -5.9562e+01 +20-10-29 02:47:35.063 - INFO: pix-cb: 3.4969e-03 dtv-l1: 1.2502e-02 contextual: 1.1128e+00 fea-lpips-net-lin-squeeze: 8.8959e-03 l_g_gan: 1.7181e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.8219e+01 D_fake: -6.9688e+01 +20-10-29 02:47:35.765 - INFO: Models and training states saved. +20-10-29 02:48:01.800 - INFO: # Validation # PSNR: 29.364, SSIM: 0.81547, LPIPS: 0.067948 +20-10-29 02:48:01.801 - INFO: PSNR: 29.364, SSIM: 0.81547, LPIPS: 0.067948 +20-10-29 02:49:27.929 - INFO: pix-cb: 2.3225e-03 dtv-l1: 1.1034e-02 contextual: 7.3413e-01 fea-lpips-net-lin-squeeze: 2.3575e-03 l_g_gan: 3.2069e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.9719e+01 D_fake: -7.9812e+01 +20-10-29 02:50:47.992 - INFO: pix-cb: 4.0424e-03 dtv-l1: 1.5692e-02 contextual: 5.8407e-01 fea-lpips-net-lin-squeeze: 4.5891e-03 l_g_gan: 1.8188e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9781e+01 D_fake: -7.2500e+01 +20-10-29 02:52:10.542 - INFO: pix-cb: 4.8060e-03 dtv-l1: 1.3537e-02 contextual: 1.1300e+00 fea-lpips-net-lin-squeeze: 6.9809e-03 l_g_gan: 5.8724e-02 l_d_real: 6.6395e-04 l_d_fake: 6.4471e-04 D_real: -3.9625e+01 D_fake: -4.6969e+01 +20-10-29 02:53:36.650 - INFO: pix-cb: 7.1682e-03 dtv-l1: 1.8777e-02 contextual: 1.0410e+00 fea-lpips-net-lin-squeeze: 8.7585e-03 l_g_gan: 1.3775e-01 l_d_real: 0.0000e+00 l_d_fake: 2.9802e-08 D_real: -4.0500e+01 D_fake: -5.7719e+01 +20-10-29 02:54:56.595 - INFO: pix-cb: 5.0569e-03 dtv-l1: 1.7553e-02 contextual: 9.6293e-01 fea-lpips-net-lin-squeeze: 8.0109e-03 l_g_gan: 2.7197e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.4438e+01 D_fake: -7.8438e+01 +20-10-29 02:56:21.254 - INFO: pix-cb: 2.5278e-03 dtv-l1: 1.3759e-02 contextual: 5.5517e-01 fea-lpips-net-lin-squeeze: 3.8509e-03 l_g_gan: 1.7703e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2000e+01 D_fake: -7.4125e+01 +20-10-29 02:57:43.226 - INFO: pix-cb: 2.4489e-03 dtv-l1: 1.0507e-02 contextual: 8.2429e-01 fea-lpips-net-lin-squeeze: 5.5161e-03 l_g_gan: 3.0778e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.2969e+01 D_fake: -8.1438e+01 +20-10-29 02:59:11.512 - INFO: pix-cb: 2.4661e-03 dtv-l1: 1.3980e-02 contextual: 7.2821e-01 fea-lpips-net-lin-squeeze: 3.8624e-03 l_g_gan: 1.1953e-01 l_d_real: 3.5763e-07 l_d_fake: 2.9802e-07 D_real: -4.7750e+01 D_fake: -6.2688e+01 +20-10-29 03:00:33.523 - INFO: pix-cb: 3.2185e-03 dtv-l1: 1.3115e-02 contextual: 5.7869e-01 fea-lpips-net-lin-squeeze: 4.3373e-03 l_g_gan: 3.0006e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.5938e+01 D_fake: -8.3438e+01 +20-10-29 03:02:00.896 - INFO: pix-cb: 2.2216e-03 dtv-l1: 8.0117e-03 contextual: 8.6540e-01 fea-lpips-net-lin-squeeze: 4.4289e-03 l_g_gan: 2.9394e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7688e+01 D_fake: -8.4438e+01 +20-10-29 03:03:24.198 - INFO: pix-cb: 2.0615e-03 dtv-l1: 8.4146e-03 contextual: 1.0713e+00 fea-lpips-net-lin-squeeze: 4.1962e-03 l_g_gan: 2.4842e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1812e+01 D_fake: -6.2875e+01 +20-10-29 03:04:44.053 - INFO: pix-cb: 2.2846e-03 dtv-l1: 1.0451e-02 contextual: 5.3232e-01 fea-lpips-net-lin-squeeze: 3.7556e-03 l_g_gan: 1.5141e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2312e+01 D_fake: -7.1250e+01 +20-10-29 03:05:50.894 - INFO: # Validation # PSNR: 29.319, SSIM: 0.81243, LPIPS: 0.064697 +20-10-29 03:05:50.895 - INFO: PSNR: 29.319, SSIM: 0.81243, LPIPS: 0.064697 +20-10-29 03:06:34.725 - INFO: pix-cb: 2.7188e-03 dtv-l1: 1.1761e-02 contextual: 4.3887e-01 fea-lpips-net-lin-squeeze: 2.8667e-03 l_g_gan: 1.1628e-01 l_d_real: 5.3644e-07 l_d_fake: 5.3644e-07 D_real: -4.8000e+01 D_fake: -6.2531e+01 +20-10-29 03:07:55.171 - INFO: pix-cb: 5.4659e-03 dtv-l1: 1.4267e-02 contextual: 1.8331e+00 fea-lpips-net-lin-squeeze: 6.1417e-03 l_g_gan: 3.7464e-03 l_d_real: 9.8445e-01 l_d_fake: 9.8730e-01 D_real: -2.4484e+01 D_fake: -2.3969e+01 +20-10-29 03:09:19.970 - INFO: pix-cb: 4.6506e-03 dtv-l1: 1.8066e-02 contextual: 6.8436e-01 fea-lpips-net-lin-squeeze: 8.1558e-03 l_g_gan: 2.1025e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8969e+01 D_fake: -6.5250e+01 +20-10-29 03:10:40.454 - INFO: pix-cb: 2.3517e-03 dtv-l1: 8.9042e-03 contextual: 1.2678e+00 fea-lpips-net-lin-squeeze: 4.6310e-03 l_g_gan: 5.8693e-02 l_d_real: 7.1213e-04 l_d_fake: 6.6686e-04 D_real: -4.4656e+01 D_fake: -5.2000e+01 +20-10-29 03:12:04.079 - INFO: pix-cb: 3.7065e-03 dtv-l1: 1.2111e-02 contextual: 1.4137e+00 fea-lpips-net-lin-squeeze: 7.0839e-03 l_g_gan: 2.8614e-03 l_d_real: 1.1975e+00 l_d_fake: 1.2132e+00 D_real: -4.5031e+01 D_fake: -4.4188e+01 +20-10-29 03:13:29.618 - INFO: pix-cb: 1.8943e-03 dtv-l1: 1.4140e-02 contextual: 4.5949e-01 fea-lpips-net-lin-squeeze: 2.0638e-03 l_g_gan: 3.4394e-02 l_d_real: 1.3868e-02 l_d_fake: 1.4198e-02 D_real: -4.4938e+01 D_fake: -4.9219e+01 +20-10-29 03:14:49.757 - INFO: pix-cb: 2.7656e-03 dtv-l1: 1.3868e-02 contextual: 5.1150e-01 fea-lpips-net-lin-squeeze: 3.3035e-03 l_g_gan: 3.1446e-02 l_d_real: 2.0999e-02 l_d_fake: 2.0297e-02 D_real: -5.6344e+01 D_fake: -6.0250e+01 +20-10-29 03:16:13.313 - INFO: pix-cb: 2.3666e-03 dtv-l1: 1.4225e-02 contextual: 7.1224e-01 fea-lpips-net-lin-squeeze: 3.3646e-03 l_g_gan: 3.9310e-02 l_d_real: 7.5191e-03 l_d_fake: 7.4032e-03 D_real: -3.5625e+01 D_fake: -4.0531e+01 +20-10-29 03:17:32.096 - INFO: pix-cb: 3.6502e-03 dtv-l1: 1.1143e-02 contextual: 1.3810e+00 fea-lpips-net-lin-squeeze: 8.2169e-03 l_g_gan: 1.7522e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.5531e+01 D_fake: -6.7438e+01 +20-10-29 03:18:54.758 - INFO: pix-cb: 2.4133e-03 dtv-l1: 1.4258e-02 contextual: 6.4232e-01 fea-lpips-net-lin-squeeze: 3.6945e-03 l_g_gan: 1.1894e-01 l_d_real: 3.5763e-07 l_d_fake: 3.5763e-07 D_real: -4.0594e+01 D_fake: -5.5469e+01 +20-10-29 03:20:13.172 - INFO: pix-cb: 2.6608e-03 dtv-l1: 8.0849e-03 contextual: 1.7338e+00 fea-lpips-net-lin-squeeze: 8.1100e-03 l_g_gan: 1.5916e-02 l_d_real: 1.4732e-01 l_d_fake: 1.4804e-01 D_real: -2.8281e+01 D_fake: -3.0125e+01 +20-10-29 03:21:35.363 - INFO: pix-cb: 3.6678e-03 dtv-l1: 1.3871e-02 contextual: 1.1025e+00 fea-lpips-net-lin-squeeze: 6.3324e-03 l_g_gan: 1.0009e-01 l_d_real: 3.6657e-06 l_d_fake: 3.7253e-06 D_real: -4.3250e+01 D_fake: -5.5750e+01 +20-10-29 03:22:57.306 - INFO: pix-cb: 3.6035e-03 dtv-l1: 1.4835e-02 contextual: 7.3345e-01 fea-lpips-net-lin-squeeze: 3.8414e-03 l_g_gan: 1.3438e-01 l_d_real: 0.0000e+00 l_d_fake: 2.9802e-08 D_real: -4.9688e+01 D_fake: -6.6500e+01 +20-10-29 03:22:58.031 - INFO: Models and training states saved. +20-10-29 03:23:23.258 - INFO: # Validation # PSNR: 29.133, SSIM: 0.80769, LPIPS: 0.060999 +20-10-29 03:23:23.258 - INFO: PSNR: 29.133, SSIM: 0.80769, LPIPS: 0.060999 +20-10-29 03:24:41.789 - INFO: pix-cb: 5.3945e-03 dtv-l1: 1.7519e-02 contextual: 8.8448e-01 fea-lpips-net-lin-squeeze: 1.1208e-02 l_g_gan: 2.9109e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.5750e+01 D_fake: -8.2125e+01 +20-10-29 03:26:05.025 - INFO: pix-cb: 2.2144e-03 dtv-l1: 1.4624e-02 contextual: 3.0364e-01 fea-lpips-net-lin-squeeze: 2.4872e-03 l_g_gan: 2.7106e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.7688e+01 D_fake: -7.1562e+01 +20-10-29 03:27:26.985 - INFO: pix-cb: 3.3245e-03 dtv-l1: 9.7309e-03 contextual: 8.7943e-01 fea-lpips-net-lin-squeeze: 4.6768e-03 l_g_gan: 1.2322e-01 l_d_real: 2.0862e-07 l_d_fake: 2.0862e-07 D_real: -4.0281e+01 D_fake: -5.5688e+01 +20-10-29 03:28:52.392 - INFO: pix-cb: 3.9004e-03 dtv-l1: 1.3203e-02 contextual: 1.3611e+00 fea-lpips-net-lin-squeeze: 7.1869e-03 l_g_gan: 1.1416e-01 l_d_real: 6.5565e-07 l_d_fake: 6.5565e-07 D_real: -3.3500e+01 D_fake: -4.7781e+01 +20-10-29 03:30:15.397 - INFO: pix-cb: 3.4984e-03 dtv-l1: 1.5175e-02 contextual: 1.0050e+00 fea-lpips-net-lin-squeeze: 4.6120e-03 l_g_gan: 1.7269e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3906e+01 D_fake: -6.5500e+01 +20-10-29 03:31:40.891 - INFO: pix-cb: 2.8083e-03 dtv-l1: 1.3190e-02 contextual: 1.0875e+00 fea-lpips-net-lin-squeeze: 4.4174e-03 l_g_gan: 2.7178e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.4031e+01 D_fake: -5.8000e+01 +20-10-29 03:33:06.240 - INFO: pix-cb: 1.8993e-03 dtv-l1: 1.2570e-02 contextual: 2.9319e-01 fea-lpips-net-lin-squeeze: 2.3212e-03 l_g_gan: 2.2925e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9844e+01 D_fake: -7.8500e+01 +20-10-29 03:34:28.317 - INFO: pix-cb: 3.5159e-03 dtv-l1: 1.3889e-02 contextual: 1.1052e+00 fea-lpips-net-lin-squeeze: 1.0963e-02 l_g_gan: 2.9216e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.6906e+01 D_fake: -6.3438e+01 +20-10-29 03:35:53.927 - INFO: pix-cb: 1.4258e-03 dtv-l1: 8.2587e-03 contextual: 2.2943e-01 fea-lpips-net-lin-squeeze: 1.6460e-03 l_g_gan: 8.0500e-02 l_d_real: 4.3361e-05 l_d_fake: 4.3987e-05 D_real: -5.2312e+01 D_fake: -6.2375e+01 +20-10-29 03:37:13.773 - INFO: pix-cb: 4.5690e-03 dtv-l1: 1.5376e-02 contextual: 9.0763e-01 fea-lpips-net-lin-squeeze: 5.6152e-03 l_g_gan: 2.8263e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9906e+01 D_fake: -6.5250e+01 +20-10-29 03:38:36.908 - INFO: pix-cb: 5.0094e-03 dtv-l1: 1.4000e-02 contextual: 1.5020e+00 fea-lpips-net-lin-squeeze: 7.0000e-03 l_g_gan: 6.9736e-02 l_d_real: 1.6819e-04 l_d_fake: 1.7114e-04 D_real: -3.1531e+01 D_fake: -4.0250e+01 +20-10-29 03:39:55.556 - INFO: pix-cb: 3.0146e-03 dtv-l1: 1.2372e-02 contextual: 1.0886e+00 fea-lpips-net-lin-squeeze: 6.7787e-03 l_g_gan: 2.3431e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1375e+01 D_fake: -6.0656e+01 +20-10-29 03:41:03.520 - INFO: # Validation # PSNR: 29.24, SSIM: 0.81056, LPIPS: 0.06358 +20-10-29 03:41:03.520 - INFO: PSNR: 29.24, SSIM: 0.81056, LPIPS: 0.06358 +20-10-29 03:41:42.660 - INFO: pix-cb: 3.0556e-03 dtv-l1: 1.4713e-02 contextual: 5.4236e-01 fea-lpips-net-lin-squeeze: 5.1880e-03 l_g_gan: 2.5972e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.3656e+01 D_fake: -6.6125e+01 +20-10-29 03:43:05.015 - INFO: pix-cb: 3.1694e-03 dtv-l1: 1.3325e-02 contextual: 6.3604e-01 fea-lpips-net-lin-squeeze: 5.0316e-03 l_g_gan: 8.3250e-02 l_d_real: 3.3438e-05 l_d_fake: 3.0875e-05 D_real: -3.3719e+01 D_fake: -4.4125e+01 +20-10-29 03:44:23.888 - INFO: pix-cb: 3.7104e-03 dtv-l1: 1.3784e-02 contextual: 6.7900e-01 fea-lpips-net-lin-squeeze: 3.8376e-03 l_g_gan: 4.5809e-02 l_d_real: 3.4864e-03 l_d_fake: 3.5305e-03 D_real: -4.6969e+01 D_fake: -5.2688e+01 +20-10-29 03:45:45.918 - INFO: pix-cb: 2.3452e-03 dtv-l1: 1.1593e-02 contextual: 1.6564e+00 fea-lpips-net-lin-squeeze: 7.7515e-03 l_g_gan: 3.5814e-02 l_d_real: 1.2098e-02 l_d_fake: 1.1723e-02 D_real: -4.0250e+01 D_fake: -4.4719e+01 +20-10-29 03:47:04.465 - INFO: pix-cb: 5.5638e-03 dtv-l1: 1.5022e-02 contextual: 1.5137e+00 fea-lpips-net-lin-squeeze: 9.6893e-03 l_g_gan: 2.0984e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8625e+01 D_fake: -6.4875e+01 +20-10-29 03:48:26.646 - INFO: pix-cb: 4.0481e-03 dtv-l1: 1.2248e-02 contextual: 1.2091e+00 fea-lpips-net-lin-squeeze: 2.6855e-03 l_g_gan: 6.8058e-03 l_d_real: 5.6746e-01 l_d_fake: 5.6369e-01 D_real: -3.0469e+01 D_fake: -3.0750e+01 +20-10-29 03:49:45.337 - INFO: pix-cb: 2.7366e-03 dtv-l1: 1.1099e-02 contextual: 6.6090e-01 fea-lpips-net-lin-squeeze: 4.3030e-03 l_g_gan: 7.5532e-02 l_d_real: 8.4754e-05 l_d_fake: 8.0612e-05 D_real: -3.3812e+01 D_fake: -4.3250e+01 +20-10-29 03:51:07.461 - INFO: pix-cb: 5.0391e-03 dtv-l1: 2.0555e-02 contextual: 6.8798e-01 fea-lpips-net-lin-squeeze: 5.6000e-03 l_g_gan: 1.7519e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.6125e+01 D_fake: -6.8000e+01 +20-10-29 03:52:29.392 - INFO: pix-cb: 2.9788e-03 dtv-l1: 1.0435e-02 contextual: 1.1108e+00 fea-lpips-net-lin-squeeze: 8.4000e-03 l_g_gan: 1.2878e-01 l_d_real: 1.1921e-07 l_d_fake: 1.1921e-07 D_real: -4.2656e+01 D_fake: -5.8750e+01 +20-10-29 03:53:47.764 - INFO: pix-cb: 2.9931e-03 dtv-l1: 1.4634e-02 contextual: 6.4549e-01 fea-lpips-net-lin-squeeze: 3.9558e-03 l_g_gan: 4.6742e-02 l_d_real: 2.9875e-03 l_d_fake: 2.9419e-03 D_real: -3.8375e+01 D_fake: -4.4219e+01 +20-10-29 03:55:10.124 - INFO: pix-cb: 2.4134e-03 dtv-l1: 1.4192e-02 contextual: 6.8810e-01 fea-lpips-net-lin-squeeze: 4.3907e-03 l_g_gan: 1.6969e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.5406e+01 D_fake: -5.6625e+01 +20-10-29 03:56:28.788 - INFO: pix-cb: 2.9746e-03 dtv-l1: 1.5087e-02 contextual: 7.3181e-01 fea-lpips-net-lin-squeeze: 5.9204e-03 l_g_gan: 2.1125e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3219e+01 D_fake: -6.9625e+01 +20-10-29 03:57:51.022 - INFO: pix-cb: 2.3590e-03 dtv-l1: 1.2283e-02 contextual: 7.6167e-01 fea-lpips-net-lin-squeeze: 3.7689e-03 l_g_gan: 1.7225e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.6250e+01 D_fake: -5.7781e+01 +20-10-29 03:57:51.700 - INFO: Models and training states saved. +20-10-29 03:58:16.728 - INFO: # Validation # PSNR: 29.365, SSIM: 0.81497, LPIPS: 0.065115 +20-10-29 03:58:16.728 - INFO: PSNR: 29.365, SSIM: 0.81497, LPIPS: 0.065115 +20-10-29 03:59:35.216 - INFO: pix-cb: 3.5812e-03 dtv-l1: 1.1258e-02 contextual: 8.8644e-01 fea-lpips-net-lin-squeeze: 6.6338e-03 l_g_gan: 1.4434e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.7875e+01 D_fake: -5.5906e+01 +20-10-29 04:00:57.457 - INFO: pix-cb: 3.0898e-03 dtv-l1: 1.6132e-02 contextual: 5.5677e-01 fea-lpips-net-lin-squeeze: 3.0460e-03 l_g_gan: 3.2344e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1625e+01 D_fake: -7.2062e+01 +20-10-29 04:02:19.752 - INFO: pix-cb: 3.4520e-03 dtv-l1: 1.0957e-02 contextual: 1.2109e+00 fea-lpips-net-lin-squeeze: 5.8022e-03 l_g_gan: 1.0991e-01 l_d_real: 1.1325e-06 l_d_fake: 1.1027e-06 D_real: -3.5000e+01 D_fake: -4.8750e+01 +20-10-29 04:03:38.635 - INFO: pix-cb: 4.7488e-03 dtv-l1: 1.4609e-02 contextual: 7.2421e-01 fea-lpips-net-lin-squeeze: 5.1575e-03 l_g_gan: 2.2184e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8344e+01 D_fake: -6.6062e+01 +20-10-29 04:05:00.544 - INFO: pix-cb: 5.9492e-03 dtv-l1: 1.5895e-02 contextual: 9.4735e-01 fea-lpips-net-lin-squeeze: 4.1542e-03 l_g_gan: 3.2563e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.6188e+01 D_fake: -7.6875e+01 +20-10-29 04:06:19.039 - INFO: pix-cb: 4.3377e-03 dtv-l1: 1.4871e-02 contextual: 1.2119e+00 fea-lpips-net-lin-squeeze: 7.6637e-03 l_g_gan: 6.1910e-02 l_d_real: 4.5387e-04 l_d_fake: 5.1688e-04 D_real: -6.0000e+01 D_fake: -6.7750e+01 +20-10-29 04:07:41.111 - INFO: pix-cb: 2.2778e-03 dtv-l1: 1.1476e-02 contextual: 8.0941e-01 fea-lpips-net-lin-squeeze: 4.5052e-03 l_g_gan: 1.7931e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2656e+01 D_fake: -7.5062e+01 +20-10-29 04:08:59.475 - INFO: pix-cb: 2.3958e-03 dtv-l1: 1.2812e-02 contextual: 4.8528e-01 fea-lpips-net-lin-squeeze: 3.4199e-03 l_g_gan: 1.1756e-01 l_d_real: 4.7684e-07 l_d_fake: 8.0466e-07 D_real: -6.6875e+01 D_fake: -8.1562e+01 +20-10-29 04:10:22.373 - INFO: pix-cb: 4.0379e-03 dtv-l1: 1.4219e-02 contextual: 1.1149e+00 fea-lpips-net-lin-squeeze: 8.6746e-03 l_g_gan: 2.2800e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.7562e+01 D_fake: -6.6062e+01 +20-10-29 04:11:47.887 - INFO: pix-cb: 5.0682e-03 dtv-l1: 1.4495e-02 contextual: 1.5732e+00 fea-lpips-net-lin-squeeze: 8.5144e-03 l_g_gan: 8.7281e-02 l_d_real: 2.1130e-05 l_d_fake: 2.0534e-05 D_real: -3.6969e+01 D_fake: -4.7875e+01 +20-10-29 04:13:06.433 - INFO: pix-cb: 1.5816e-03 dtv-l1: 1.1642e-02 contextual: 8.0970e-01 fea-lpips-net-lin-squeeze: 1.2627e-03 l_g_gan: 8.1129e-03 l_d_real: 4.5161e-01 l_d_fake: 4.5162e-01 D_real: -6.4062e+01 D_fake: -6.4625e+01 +20-10-29 04:14:29.308 - INFO: pix-cb: 4.0046e-03 dtv-l1: 1.5994e-02 contextual: 5.7520e-01 fea-lpips-net-lin-squeeze: 3.1509e-03 l_g_gan: 1.3922e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3531e+01 D_fake: -6.0938e+01 +20-10-29 04:15:33.750 - INFO: # Validation # PSNR: 29.223, SSIM: 0.80965, LPIPS: 0.06404 +20-10-29 04:15:33.751 - INFO: PSNR: 29.223, SSIM: 0.80965, LPIPS: 0.06404 +20-10-29 04:16:13.001 - INFO: pix-cb: 4.2110e-03 dtv-l1: 1.6113e-02 contextual: 1.3080e+00 fea-lpips-net-lin-squeeze: 7.7209e-03 l_g_gan: 1.3581e-01 l_d_real: 2.9802e-08 l_d_fake: 2.9802e-08 D_real: -5.9781e+01 D_fake: -7.6750e+01 +20-10-29 04:17:35.080 - INFO: pix-cb: 3.7779e-03 dtv-l1: 1.2862e-02 contextual: 1.1942e+00 fea-lpips-net-lin-squeeze: 3.5152e-03 l_g_gan: 5.1670e-02 l_d_real: 1.7556e-03 l_d_fake: 1.7704e-03 D_real: -2.7078e+01 D_fake: -3.3531e+01 +20-10-29 04:18:53.414 - INFO: pix-cb: 2.9221e-03 dtv-l1: 1.2684e-02 contextual: 1.0253e+00 fea-lpips-net-lin-squeeze: 6.1302e-03 l_g_gan: 2.6888e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.5953e+01 D_fake: -5.9562e+01 +20-10-29 04:20:15.403 - INFO: pix-cb: 2.5957e-03 dtv-l1: 1.0659e-02 contextual: 7.3123e-01 fea-lpips-net-lin-squeeze: 4.5509e-03 l_g_gan: 1.5509e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.9625e+01 D_fake: -4.9000e+01 +20-10-29 04:21:37.101 - INFO: pix-cb: 3.1359e-03 dtv-l1: 1.5441e-02 contextual: 9.2023e-01 fea-lpips-net-lin-squeeze: 4.5662e-03 l_g_gan: 2.7156e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.3938e+01 D_fake: -6.7875e+01 +20-10-29 04:22:55.182 - INFO: pix-cb: 4.7660e-03 dtv-l1: 1.8218e-02 contextual: 6.7144e-01 fea-lpips-net-lin-squeeze: 4.9553e-03 l_g_gan: 4.1048e-02 l_d_real: 6.1544e-03 l_d_fake: 5.9175e-03 D_real: -4.4875e+01 D_fake: -5.0000e+01 +20-10-29 04:24:17.152 - INFO: pix-cb: 4.9104e-03 dtv-l1: 1.4309e-02 contextual: 1.4266e+00 fea-lpips-net-lin-squeeze: 7.6942e-03 l_g_gan: 1.5089e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.5141e+01 D_fake: -4.4000e+01 +20-10-29 04:25:35.678 - INFO: pix-cb: 3.3345e-03 dtv-l1: 1.4360e-02 contextual: 6.6170e-01 fea-lpips-net-lin-squeeze: 5.4512e-03 l_g_gan: 1.3916e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.1375e+01 D_fake: -6.8750e+01 +20-10-29 04:26:57.416 - INFO: pix-cb: 3.7319e-03 dtv-l1: 1.2640e-02 contextual: 1.1036e+00 fea-lpips-net-lin-squeeze: 6.6872e-03 l_g_gan: 3.7669e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.1797e+01 D_fake: -6.8875e+01 +20-10-29 04:28:15.572 - INFO: pix-cb: 3.9849e-03 dtv-l1: 1.7274e-02 contextual: 8.0960e-01 fea-lpips-net-lin-squeeze: 7.5111e-03 l_g_gan: 1.6972e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.9094e+01 D_fake: -8.0312e+01 +20-10-29 04:29:37.411 - INFO: pix-cb: 2.4022e-03 dtv-l1: 1.4499e-02 contextual: 8.2416e-01 fea-lpips-net-lin-squeeze: 4.7951e-03 l_g_gan: 2.2397e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.3281e+01 D_fake: -6.1281e+01 +20-10-29 04:30:59.694 - INFO: pix-cb: 3.2594e-03 dtv-l1: 1.3304e-02 contextual: 9.3341e-01 fea-lpips-net-lin-squeeze: 4.1809e-03 l_g_gan: 6.3191e-02 l_d_real: 3.7973e-04 l_d_fake: 3.7999e-04 D_real: -4.1812e+01 D_fake: -4.9719e+01 +20-10-29 04:32:18.055 - INFO: pix-cb: 2.1005e-03 dtv-l1: 1.0221e-02 contextual: 1.1233e+00 fea-lpips-net-lin-squeeze: 2.6150e-03 l_g_gan: 1.3189e-03 l_d_real: 1.9068e+00 l_d_fake: 1.9034e+00 D_real: -2.5250e+01 D_fake: -2.3516e+01 +20-10-29 04:32:18.708 - INFO: Models and training states saved. +20-10-29 04:32:43.742 - INFO: # Validation # PSNR: 29.283, SSIM: 0.80954, LPIPS: 0.062814 +20-10-29 04:32:43.742 - INFO: PSNR: 29.283, SSIM: 0.80954, LPIPS: 0.062814 +20-10-29 04:34:06.439 - INFO: pix-cb: 2.7032e-03 dtv-l1: 1.0873e-02 contextual: 8.7742e-01 fea-lpips-net-lin-squeeze: 8.1940e-03 l_g_gan: 4.5060e-02 l_d_real: 3.6391e-03 l_d_fake: 3.6405e-03 D_real: -3.3188e+01 D_fake: -3.8812e+01 +20-10-29 04:35:25.005 - INFO: pix-cb: 2.6604e-03 dtv-l1: 1.2151e-02 contextual: 8.8029e-01 fea-lpips-net-lin-squeeze: 3.5877e-03 l_g_gan: 2.4481e-02 l_d_real: 4.8760e-02 l_d_fake: 4.8133e-02 D_real: -3.2375e+01 D_fake: -3.5375e+01 +20-10-29 04:36:47.120 - INFO: pix-cb: 2.8923e-03 dtv-l1: 1.2860e-02 contextual: 1.0342e+00 fea-lpips-net-lin-squeeze: 7.2784e-03 l_g_gan: 8.5813e-02 l_d_real: 2.2620e-05 l_d_fake: 2.3722e-05 D_real: -4.1938e+01 D_fake: -5.2656e+01 +20-10-29 04:38:05.638 - INFO: pix-cb: 2.7358e-03 dtv-l1: 1.2190e-02 contextual: 5.0778e-01 fea-lpips-net-lin-squeeze: 3.7746e-03 l_g_gan: 1.6022e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.9594e+01 D_fake: -7.9625e+01 +20-10-29 04:39:27.582 - INFO: pix-cb: 3.3012e-03 dtv-l1: 1.2851e-02 contextual: 1.7986e+00 fea-lpips-net-lin-squeeze: 6.8893e-03 l_g_gan: 6.7058e-03 l_d_real: 5.6726e-01 l_d_fake: 5.7012e-01 D_real: -4.6281e+01 D_fake: -4.6562e+01 +20-10-29 04:40:49.799 - INFO: pix-cb: 3.5289e-03 dtv-l1: 1.4632e-02 contextual: 4.9407e-01 fea-lpips-net-lin-squeeze: 4.6616e-03 l_g_gan: 1.7294e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.8000e+01 D_fake: -6.9625e+01 +20-10-29 04:42:08.105 - INFO: pix-cb: 3.6363e-03 dtv-l1: 1.4520e-02 contextual: 1.3336e+00 fea-lpips-net-lin-squeeze: 7.3051e-03 l_g_gan: 1.2294e-01 l_d_real: 2.3842e-07 l_d_fake: 2.3842e-07 D_real: -3.6625e+01 D_fake: -5.2000e+01 +20-10-29 04:43:30.189 - INFO: pix-cb: 2.6284e-03 dtv-l1: 1.3587e-02 contextual: 1.1587e+00 fea-lpips-net-lin-squeeze: 5.5809e-03 l_g_gan: 1.2400e-01 l_d_real: 2.0862e-07 l_d_fake: 1.7881e-07 D_real: -4.6188e+01 D_fake: -6.1688e+01 +20-10-29 04:44:48.589 - INFO: pix-cb: 5.0841e-03 dtv-l1: 1.4163e-02 contextual: 1.0565e+00 fea-lpips-net-lin-squeeze: 9.2926e-03 l_g_gan: 1.4197e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.0750e+01 D_fake: -5.8500e+01 +20-10-29 04:46:10.878 - INFO: pix-cb: 4.5299e-03 dtv-l1: 1.1597e-02 contextual: 1.2328e+00 fea-lpips-net-lin-squeeze: 6.3400e-03 l_g_gan: 8.9250e-02 l_d_real: 1.4335e-05 l_d_fake: 1.4633e-05 D_real: -3.2406e+01 D_fake: -4.3562e+01 +20-10-29 04:47:29.419 - INFO: pix-cb: 3.5556e-03 dtv-l1: 1.2929e-02 contextual: 1.0199e+00 fea-lpips-net-lin-squeeze: 5.0812e-03 l_g_gan: 1.6494e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.7750e+01 D_fake: -4.8375e+01 +20-10-29 04:48:51.952 - INFO: pix-cb: 2.0434e-03 dtv-l1: 1.1042e-02 contextual: 4.3622e-01 fea-lpips-net-lin-squeeze: 4.2305e-03 l_g_gan: 2.0350e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.1875e+01 D_fake: -8.7312e+01 +20-10-29 04:49:56.179 - INFO: # Validation # PSNR: 29.341, SSIM: 0.81614, LPIPS: 0.070947 +20-10-29 04:49:56.179 - INFO: PSNR: 29.341, SSIM: 0.81614, LPIPS: 0.070947 +20-10-29 04:50:39.134 - INFO: pix-cb: 1.9915e-03 dtv-l1: 1.1989e-02 contextual: 9.6415e-01 fea-lpips-net-lin-squeeze: 3.2768e-03 l_g_gan: 2.1238e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.5688e+01 D_fake: -7.2250e+01 +20-10-29 04:51:57.540 - INFO: pix-cb: 3.7375e-03 dtv-l1: 1.8379e-02 contextual: 3.2175e-01 fea-lpips-net-lin-squeeze: 3.6278e-03 l_g_gan: 1.2888e-01 l_d_real: 8.9407e-08 l_d_fake: 1.4901e-07 D_real: -4.3625e+01 D_fake: -5.9750e+01 +20-10-29 04:53:19.631 - INFO: pix-cb: 7.3893e-03 dtv-l1: 1.7154e-02 contextual: 1.7913e+00 fea-lpips-net-lin-squeeze: 1.0773e-02 l_g_gan: 4.5839e-02 l_d_real: 3.2950e-03 l_d_fake: 3.3641e-03 D_real: -2.9781e+01 D_fake: -3.5500e+01 +20-10-29 04:54:38.332 - INFO: pix-cb: 4.6421e-03 dtv-l1: 1.1423e-02 contextual: 1.2498e+00 fea-lpips-net-lin-squeeze: 8.9111e-03 l_g_gan: 1.3747e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.9906e+01 D_fake: -5.7094e+01 +20-10-29 04:56:00.264 - INFO: pix-cb: 3.1144e-03 dtv-l1: 1.4679e-02 contextual: 8.1198e-01 fea-lpips-net-lin-squeeze: 5.6992e-03 l_g_gan: 2.9584e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.5031e+01 D_fake: -8.2000e+01 +20-10-29 04:57:18.683 - INFO: pix-cb: 1.8799e-03 dtv-l1: 1.4834e-02 contextual: 6.1779e-01 fea-lpips-net-lin-squeeze: 2.0485e-03 l_g_gan: 2.8369e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.4969e+01 D_fake: -8.0438e+01 +20-10-29 04:58:40.623 - INFO: pix-cb: 3.6392e-03 dtv-l1: 1.3857e-02 contextual: 6.6228e-01 fea-lpips-net-lin-squeeze: 5.6458e-03 l_g_gan: 1.9684e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7344e+01 D_fake: -7.1938e+01 +20-10-29 05:00:03.097 - INFO: pix-cb: 2.7708e-03 dtv-l1: 1.6757e-02 contextual: 4.4696e-01 fea-lpips-net-lin-squeeze: 3.6087e-03 l_g_gan: 2.7956e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.7438e+01 D_fake: -7.2375e+01 +20-10-29 05:01:21.507 - INFO: pix-cb: 5.8925e-03 dtv-l1: 1.7101e-02 contextual: 1.5204e+00 fea-lpips-net-lin-squeeze: 8.9493e-03 l_g_gan: 1.0152e-02 l_d_real: 3.3376e-01 l_d_fake: 3.2923e-01 D_real: -5.6812e+01 D_fake: -5.7750e+01 +20-10-29 05:02:43.775 - INFO: pix-cb: 2.9308e-03 dtv-l1: 1.1448e-02 contextual: 7.8169e-01 fea-lpips-net-lin-squeeze: 3.9978e-03 l_g_gan: 1.1700e-01 l_d_real: 4.4703e-07 l_d_fake: 5.6624e-07 D_real: -4.9938e+01 D_fake: -6.4562e+01 +20-10-29 05:04:02.500 - INFO: pix-cb: 2.3333e-03 dtv-l1: 1.4292e-02 contextual: 9.4670e-01 fea-lpips-net-lin-squeeze: 5.3711e-03 l_g_gan: 1.8850e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.5562e+01 D_fake: -7.9125e+01 +20-10-29 05:05:24.977 - INFO: pix-cb: 3.3377e-03 dtv-l1: 9.5752e-03 contextual: 1.4469e+00 fea-lpips-net-lin-squeeze: 6.9008e-03 l_g_gan: 1.8131e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8031e+01 D_fake: -6.0688e+01 +20-10-29 05:06:43.458 - INFO: pix-cb: 2.3749e-03 dtv-l1: 9.3854e-03 contextual: 8.7357e-01 fea-lpips-net-lin-squeeze: 4.6387e-03 l_g_gan: 2.0428e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9531e+01 D_fake: -7.5062e+01 +20-10-29 05:06:44.111 - INFO: Models and training states saved. +20-10-29 05:07:09.065 - INFO: # Validation # PSNR: 29.014, SSIM: 0.80847, LPIPS: 0.067182 +20-10-29 05:07:09.065 - INFO: PSNR: 29.014, SSIM: 0.80847, LPIPS: 0.067182 +20-10-29 05:08:31.257 - INFO: pix-cb: 3.7252e-03 dtv-l1: 1.8822e-02 contextual: 8.8436e-01 fea-lpips-net-lin-squeeze: 3.3340e-03 l_g_gan: 2.5531e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.1031e+01 D_fake: -8.2938e+01 +20-10-29 05:09:53.433 - INFO: pix-cb: 2.0919e-03 dtv-l1: 1.2091e-02 contextual: 5.7221e-01 fea-lpips-net-lin-squeeze: 4.1847e-03 l_g_gan: 9.7875e-02 l_d_real: 4.9472e-06 l_d_fake: 5.6922e-06 D_real: -7.4750e+01 D_fake: -8.7000e+01 +20-10-29 05:11:11.816 - INFO: pix-cb: 6.6532e-03 dtv-l1: 1.9284e-02 contextual: 7.1067e-01 fea-lpips-net-lin-squeeze: 7.0305e-03 l_g_gan: 8.5000e-02 l_d_real: 2.5630e-05 l_d_fake: 2.4616e-05 D_real: -5.1812e+01 D_fake: -6.2438e+01 +20-10-29 05:12:34.197 - INFO: pix-cb: 3.5935e-03 dtv-l1: 1.5262e-02 contextual: 6.5458e-01 fea-lpips-net-lin-squeeze: 4.8790e-03 l_g_gan: 2.2034e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9469e+01 D_fake: -7.7000e+01 +20-10-29 05:13:52.427 - INFO: pix-cb: 2.9822e-03 dtv-l1: 1.3796e-02 contextual: 1.0407e+00 fea-lpips-net-lin-squeeze: 5.4207e-03 l_g_gan: 1.8753e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.2312e+01 D_fake: -6.5750e+01 +20-10-29 05:15:14.738 - INFO: pix-cb: 2.1701e-03 dtv-l1: 1.0900e-02 contextual: 6.8577e-01 fea-lpips-net-lin-squeeze: 4.5052e-03 l_g_gan: 1.5759e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.6500e+01 D_fake: -7.6188e+01 +20-10-29 05:16:33.144 - INFO: pix-cb: 5.3612e-03 dtv-l1: 9.9450e-03 contextual: 1.5043e+00 fea-lpips-net-lin-squeeze: 9.2239e-03 l_g_gan: 2.1850e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.6688e+01 D_fake: -7.4000e+01 +20-10-29 05:17:55.847 - INFO: pix-cb: 4.1233e-03 dtv-l1: 1.4045e-02 contextual: 1.3794e+00 fea-lpips-net-lin-squeeze: 9.7427e-03 l_g_gan: 8.6500e-02 l_d_real: 2.0295e-05 l_d_fake: 2.1010e-05 D_real: -5.0188e+01 D_fake: -6.1000e+01 +20-10-29 05:19:17.767 - INFO: pix-cb: 4.8130e-03 dtv-l1: 1.5252e-02 contextual: 1.5469e+00 fea-lpips-net-lin-squeeze: 8.4686e-03 l_g_gan: 1.1381e-01 l_d_real: 6.8545e-07 l_d_fake: 6.8545e-07 D_real: -3.5375e+01 D_fake: -4.9594e+01 +20-10-29 05:20:36.308 - INFO: pix-cb: 1.8741e-03 dtv-l1: 9.4942e-03 contextual: 9.4715e-01 fea-lpips-net-lin-squeeze: 1.3790e-03 l_g_gan: 2.9670e-02 l_d_real: 2.5542e-02 l_d_fake: 2.4652e-02 D_real: -4.4125e+01 D_fake: -4.7812e+01 +20-10-29 05:21:58.454 - INFO: pix-cb: 2.3149e-03 dtv-l1: 9.4434e-03 contextual: 9.2172e-01 fea-lpips-net-lin-squeeze: 3.8013e-03 l_g_gan: 2.4461e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.8828e+01 D_fake: -5.9406e+01 +20-10-29 05:23:16.878 - INFO: pix-cb: 4.2001e-03 dtv-l1: 1.2599e-02 contextual: 1.1048e+00 fea-lpips-net-lin-squeeze: 9.2850e-03 l_g_gan: 1.7522e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.8531e+01 D_fake: -7.0438e+01 +20-10-29 05:24:25.377 - INFO: # Validation # PSNR: 29.423, SSIM: 0.81229, LPIPS: 0.065469 +20-10-29 05:24:25.377 - INFO: PSNR: 29.423, SSIM: 0.81229, LPIPS: 0.065469 +20-10-29 05:25:04.640 - INFO: pix-cb: 3.8201e-03 dtv-l1: 1.4950e-02 contextual: 6.1315e-01 fea-lpips-net-lin-squeeze: 4.5052e-03 l_g_gan: 2.4641e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.5188e+01 D_fake: -7.6000e+01 +20-10-29 05:26:22.913 - INFO: pix-cb: 2.7132e-03 dtv-l1: 1.1836e-02 contextual: 9.9730e-01 fea-lpips-net-lin-squeeze: 6.0272e-03 l_g_gan: 1.3900e-01 l_d_real: 0.0000e+00 l_d_fake: 2.9802e-08 D_real: -5.1125e+01 D_fake: -6.8500e+01 +20-10-29 05:27:44.848 - INFO: pix-cb: 3.0734e-03 dtv-l1: 1.3545e-02 contextual: 5.3443e-01 fea-lpips-net-lin-squeeze: 4.9896e-03 l_g_gan: 2.1669e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.6344e+01 D_fake: -8.3438e+01 +20-10-29 05:29:06.753 - INFO: pix-cb: 4.4828e-03 dtv-l1: 1.3471e-02 contextual: 1.2450e+00 fea-lpips-net-lin-squeeze: 6.6032e-03 l_g_gan: 1.4878e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.9031e+01 D_fake: -5.7625e+01 +20-10-29 05:30:24.950 - INFO: pix-cb: 2.7452e-03 dtv-l1: 1.5955e-02 contextual: 1.0430e+00 fea-lpips-net-lin-squeeze: 7.5073e-03 l_g_gan: 1.2384e-01 l_d_real: 1.7881e-07 l_d_fake: 1.7881e-07 D_real: -6.1531e+01 D_fake: -7.7000e+01 +20-10-29 05:31:46.992 - INFO: pix-cb: 2.5736e-03 dtv-l1: 1.1913e-02 contextual: 9.4684e-01 fea-lpips-net-lin-squeeze: 5.5847e-03 l_g_gan: 2.3747e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.8875e+01 D_fake: -7.8562e+01 +20-10-29 05:33:05.301 - INFO: pix-cb: 5.3349e-03 dtv-l1: 1.4234e-02 contextual: 1.9075e+00 fea-lpips-net-lin-squeeze: 1.2665e-02 l_g_gan: 6.6221e-02 l_d_real: 2.6097e-04 l_d_fake: 2.6687e-04 D_real: -4.2312e+01 D_fake: -5.0594e+01 +20-10-29 05:34:27.361 - INFO: pix-cb: 6.3883e-03 dtv-l1: 1.8187e-02 contextual: 1.2242e+00 fea-lpips-net-lin-squeeze: 9.3231e-03 l_g_gan: 2.2694e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.1562e+01 D_fake: -7.9938e+01 +20-10-29 05:35:45.688 - INFO: pix-cb: 2.9645e-03 dtv-l1: 1.2711e-02 contextual: 1.1908e+00 fea-lpips-net-lin-squeeze: 3.3264e-03 l_g_gan: 2.2541e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.8062e+01 D_fake: -7.6250e+01 +20-10-29 05:37:07.627 - INFO: pix-cb: 3.9779e-03 dtv-l1: 1.7127e-02 contextual: 8.2734e-01 fea-lpips-net-lin-squeeze: 4.2763e-03 l_g_gan: 1.5506e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.9875e+01 D_fake: -7.9250e+01 +20-10-29 05:38:29.998 - INFO: pix-cb: 2.5269e-03 dtv-l1: 1.6157e-02 contextual: 2.5717e-01 fea-lpips-net-lin-squeeze: 3.4904e-03 l_g_gan: 8.3000e-02 l_d_real: 3.3736e-05 l_d_fake: 3.2991e-05 D_real: -7.7688e+01 D_fake: -8.8062e+01 +20-10-29 05:39:48.584 - INFO: pix-cb: 3.8012e-03 dtv-l1: 1.2634e-02 contextual: 9.3834e-01 fea-lpips-net-lin-squeeze: 7.5302e-03 l_g_gan: 2.4303e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.9750e+01 D_fake: -9.0125e+01 +20-10-29 05:41:10.660 - INFO: pix-cb: 2.3358e-03 dtv-l1: 1.0898e-02 contextual: 1.0585e+00 fea-lpips-net-lin-squeeze: 4.2152e-03 l_g_gan: 2.4834e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7844e+01 D_fake: -7.8875e+01 +20-10-29 05:41:11.311 - INFO: Models and training states saved. +20-10-29 05:41:36.320 - INFO: # Validation # PSNR: 29.105, SSIM: 0.80351, LPIPS: 0.064179 +20-10-29 05:41:36.321 - INFO: PSNR: 29.105, SSIM: 0.80351, LPIPS: 0.064179 +20-10-29 05:42:54.870 - INFO: pix-cb: 2.4034e-03 dtv-l1: 1.4171e-02 contextual: 8.6532e-01 fea-lpips-net-lin-squeeze: 2.2297e-03 l_g_gan: 2.7706e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.3312e+01 D_fake: -8.7938e+01 +20-10-29 05:44:16.724 - INFO: pix-cb: 1.5648e-03 dtv-l1: 9.1282e-03 contextual: 8.9330e-01 fea-lpips-net-lin-squeeze: 8.1825e-04 l_g_gan: 1.8291e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.6250e+01 D_fake: -7.9125e+01 +20-10-29 05:45:35.275 - INFO: pix-cb: 4.2153e-03 dtv-l1: 1.2060e-02 contextual: 9.8159e-01 fea-lpips-net-lin-squeeze: 8.9493e-03 l_g_gan: 2.7203e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.7812e+01 D_fake: -9.1812e+01 +20-10-29 05:46:57.480 - INFO: pix-cb: 4.1343e-03 dtv-l1: 1.3576e-02 contextual: 7.9090e-01 fea-lpips-net-lin-squeeze: 2.9526e-03 l_g_gan: 1.3956e-01 l_d_real: 0.0000e+00 l_d_fake: 2.9802e-08 D_real: -6.9125e+01 D_fake: -8.6562e+01 +20-10-29 05:48:19.686 - INFO: pix-cb: 4.9825e-03 dtv-l1: 1.2377e-02 contextual: 1.5199e+00 fea-lpips-net-lin-squeeze: 9.9182e-03 l_g_gan: 3.9186e-02 l_d_real: 7.7788e-03 l_d_fake: 7.5511e-03 D_real: -7.4375e+01 D_fake: -7.9250e+01 +20-10-29 05:49:37.870 - INFO: pix-cb: 3.5916e-03 dtv-l1: 1.1060e-02 contextual: 1.1802e+00 fea-lpips-net-lin-squeeze: 6.7444e-03 l_g_gan: 1.6200e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.9938e+01 D_fake: -8.0188e+01 +20-10-29 05:50:59.651 - INFO: pix-cb: 3.5439e-03 dtv-l1: 1.1085e-02 contextual: 1.3072e+00 fea-lpips-net-lin-squeeze: 7.5111e-03 l_g_gan: 9.0563e-02 l_d_real: 1.2636e-05 l_d_fake: 1.2726e-05 D_real: -5.7688e+01 D_fake: -6.9000e+01 +20-10-29 05:52:18.034 - INFO: pix-cb: 4.0032e-03 dtv-l1: 1.6109e-02 contextual: 7.5497e-01 fea-lpips-net-lin-squeeze: 7.8049e-03 l_g_gan: 1.8913e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.7000e+01 D_fake: -9.0625e+01 +20-10-29 05:53:40.128 - INFO: pix-cb: 2.6586e-03 dtv-l1: 1.6470e-02 contextual: 5.6853e-01 fea-lpips-net-lin-squeeze: 3.7346e-03 l_g_gan: 1.8934e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.5219e+01 D_fake: -7.8875e+01 +20-10-29 05:54:58.357 - INFO: pix-cb: 3.2988e-03 dtv-l1: 1.5858e-02 contextual: 5.8223e-01 fea-lpips-net-lin-squeeze: 4.9057e-03 l_g_gan: 2.1019e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.2906e+01 D_fake: -8.9188e+01 +20-10-29 05:56:20.151 - INFO: pix-cb: 4.6246e-03 dtv-l1: 1.4128e-02 contextual: 8.5294e-01 fea-lpips-net-lin-squeeze: 7.5989e-03 l_g_gan: 1.8066e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.5781e+01 D_fake: -7.8375e+01 +20-10-29 05:57:42.207 - INFO: pix-cb: 5.8605e-03 dtv-l1: 1.6553e-02 contextual: 1.2858e+00 fea-lpips-net-lin-squeeze: 1.2184e-02 l_g_gan: 2.0931e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.6656e+01 D_fake: -8.2812e+01 +20-10-29 05:58:46.542 - INFO: # Validation # PSNR: 29.382, SSIM: 0.81716, LPIPS: 0.068903 +20-10-29 05:58:46.542 - INFO: PSNR: 29.382, SSIM: 0.81716, LPIPS: 0.068903 +20-10-29 05:59:25.844 - INFO: pix-cb: 5.0181e-03 dtv-l1: 1.3911e-02 contextual: 1.6563e+00 fea-lpips-net-lin-squeeze: 1.1253e-02 l_g_gan: 1.8278e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.5625e+01 D_fake: -5.8469e+01 +20-10-29 06:00:47.515 - INFO: pix-cb: 2.3056e-03 dtv-l1: 1.0593e-02 contextual: 7.3281e-01 fea-lpips-net-lin-squeeze: 4.1084e-03 l_g_gan: 1.3869e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.8812e+01 D_fake: -6.6125e+01 +20-10-29 06:02:06.058 - INFO: pix-cb: 3.1170e-03 dtv-l1: 1.4916e-02 contextual: 1.1657e+00 fea-lpips-net-lin-squeeze: 7.5912e-03 l_g_gan: 1.8600e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.9500e+01 D_fake: -6.2750e+01 +20-10-29 06:03:28.224 - INFO: pix-cb: 2.8332e-03 dtv-l1: 1.5429e-02 contextual: 6.2494e-01 fea-lpips-net-lin-squeeze: 4.2458e-03 l_g_gan: 3.5038e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2500e+01 D_fake: -9.6312e+01 +20-10-29 06:04:46.635 - INFO: pix-cb: 3.0919e-03 dtv-l1: 1.3152e-02 contextual: 8.7213e-01 fea-lpips-net-lin-squeeze: 5.0888e-03 l_g_gan: 1.7369e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9906e+01 D_fake: -7.1625e+01 +20-10-29 06:06:08.550 - INFO: pix-cb: 3.3558e-03 dtv-l1: 1.0599e-02 contextual: 9.6818e-01 fea-lpips-net-lin-squeeze: 7.8430e-03 l_g_gan: 1.3678e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.7594e+01 D_fake: -7.4688e+01 +20-10-29 06:07:30.613 - INFO: pix-cb: 2.9393e-03 dtv-l1: 1.3357e-02 contextual: 7.7080e-01 fea-lpips-net-lin-squeeze: 5.3482e-03 l_g_gan: 3.0956e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3125e+01 D_fake: -8.1812e+01 +20-10-29 06:08:48.880 - INFO: pix-cb: 3.1347e-03 dtv-l1: 1.1279e-02 contextual: 7.6060e-01 fea-lpips-net-lin-squeeze: 3.6068e-03 l_g_gan: 7.1485e-03 l_d_real: 5.5187e-01 l_d_fake: 5.4776e-01 D_real: -5.5719e+01 D_fake: -5.6062e+01 +20-10-29 06:10:10.811 - INFO: pix-cb: 3.2254e-03 dtv-l1: 1.2808e-02 contextual: 1.2386e+00 fea-lpips-net-lin-squeeze: 4.9133e-03 l_g_gan: 1.8103e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.7219e+01 D_fake: -5.9844e+01 +20-10-29 06:11:29.063 - INFO: pix-cb: 1.4342e-03 dtv-l1: 8.3816e-03 contextual: 8.3654e-01 fea-lpips-net-lin-squeeze: 2.7084e-03 l_g_gan: 6.6783e-02 l_d_real: 2.3943e-04 l_d_fake: 2.5001e-04 D_real: -5.5719e+01 D_fake: -6.4062e+01 +20-10-29 06:12:50.932 - INFO: pix-cb: 3.3834e-03 dtv-l1: 1.7164e-02 contextual: 4.5247e-01 fea-lpips-net-lin-squeeze: 5.4779e-03 l_g_gan: 1.0513e-01 l_d_real: 2.0564e-06 l_d_fake: 2.1160e-06 D_real: -7.1125e+01 D_fake: -8.4250e+01 +20-10-29 06:14:09.243 - INFO: pix-cb: 1.9150e-03 dtv-l1: 1.0649e-02 contextual: 8.2269e-01 fea-lpips-net-lin-squeeze: 1.8396e-03 l_g_gan: 2.5303e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.9438e+01 D_fake: -9.1062e+01 +20-10-29 06:15:31.471 - INFO: pix-cb: 3.1510e-03 dtv-l1: 1.3169e-02 contextual: 5.5406e-01 fea-lpips-net-lin-squeeze: 6.3820e-03 l_g_gan: 2.3056e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.9250e+01 D_fake: -9.8062e+01 +20-10-29 06:15:32.166 - INFO: Models and training states saved. +20-10-29 06:15:57.140 - INFO: # Validation # PSNR: 29.493, SSIM: 0.81498, LPIPS: 0.063425 +20-10-29 06:15:57.141 - INFO: PSNR: 29.493, SSIM: 0.81498, LPIPS: 0.063425 +20-10-29 06:17:19.024 - INFO: pix-cb: 6.9576e-03 dtv-l1: 1.4161e-02 contextual: 1.3703e+00 fea-lpips-net-lin-squeeze: 7.7438e-03 l_g_gan: 8.8531e-02 l_d_real: 1.6510e-05 l_d_fake: 1.6034e-05 D_real: -5.2375e+01 D_fake: -6.3438e+01 +20-10-29 06:18:37.270 - INFO: pix-cb: 1.5655e-03 dtv-l1: 8.4530e-03 contextual: 6.5899e-01 fea-lpips-net-lin-squeeze: 3.7537e-03 l_g_gan: 1.6588e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.1031e+01 D_fake: -7.1750e+01 +20-10-29 06:19:59.358 - INFO: pix-cb: 5.4536e-03 dtv-l1: 1.8203e-02 contextual: 1.0974e+00 fea-lpips-net-lin-squeeze: 7.5989e-03 l_g_gan: 1.3956e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.6938e+01 D_fake: -7.4375e+01 +20-10-29 06:21:17.912 - INFO: pix-cb: 2.5357e-03 dtv-l1: 1.1878e-02 contextual: 6.4532e-01 fea-lpips-net-lin-squeeze: 4.4746e-03 l_g_gan: 3.3459e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.8750e+01 D_fake: -1.0056e+02 +20-10-29 06:22:39.954 - INFO: pix-cb: 1.7143e-03 dtv-l1: 9.2542e-03 contextual: 1.3309e+00 fea-lpips-net-lin-squeeze: 3.2368e-03 l_g_gan: 2.0859e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9562e+01 D_fake: -7.5625e+01 +20-10-29 06:23:58.116 - INFO: pix-cb: 3.1498e-03 dtv-l1: 1.3509e-02 contextual: 8.4664e-01 fea-lpips-net-lin-squeeze: 5.6610e-03 l_g_gan: 3.1678e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.4156e+01 D_fake: -9.3750e+01 +20-10-29 06:25:20.211 - INFO: pix-cb: 3.4997e-03 dtv-l1: 1.1542e-02 contextual: 1.0462e+00 fea-lpips-net-lin-squeeze: 4.4365e-03 l_g_gan: 1.1350e-01 l_d_real: 7.1526e-07 l_d_fake: 7.1526e-07 D_real: -5.0812e+01 D_fake: -6.5000e+01 +20-10-29 06:26:42.344 - INFO: pix-cb: 3.8991e-03 dtv-l1: 1.3282e-02 contextual: 1.2959e+00 fea-lpips-net-lin-squeeze: 7.8049e-03 l_g_gan: 1.8572e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.1344e+01 D_fake: -7.4562e+01 +20-10-29 06:28:00.795 - INFO: pix-cb: 6.9928e-03 dtv-l1: 1.5612e-02 contextual: 1.4083e+00 fea-lpips-net-lin-squeeze: 1.1009e-02 l_g_gan: 1.4984e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9969e+01 D_fake: -6.8688e+01 +20-10-29 06:29:22.983 - INFO: pix-cb: 2.8905e-03 dtv-l1: 1.4143e-02 contextual: 3.5450e-01 fea-lpips-net-lin-squeeze: 2.5482e-03 l_g_gan: 1.0750e-01 l_d_real: 1.5199e-06 l_d_fake: 1.4901e-06 D_real: -7.6875e+01 D_fake: -9.0312e+01 +20-10-29 06:30:41.507 - INFO: pix-cb: 3.9802e-03 dtv-l1: 1.3156e-02 contextual: 7.2739e-01 fea-lpips-net-lin-squeeze: 7.5684e-03 l_g_gan: 3.5231e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.1281e+01 D_fake: -1.0531e+02 +20-10-29 06:32:03.347 - INFO: pix-cb: 2.2687e-03 dtv-l1: 1.5087e-02 contextual: 6.7744e-01 fea-lpips-net-lin-squeeze: 6.9389e-03 l_g_gan: 2.9469e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.7031e+01 D_fake: -9.3875e+01 +20-10-29 06:33:07.573 - INFO: # Validation # PSNR: 29.21, SSIM: 0.81146, LPIPS: 0.063314 +20-10-29 06:33:07.574 - INFO: PSNR: 29.21, SSIM: 0.81146, LPIPS: 0.063314 +20-10-29 06:33:46.668 - INFO: pix-cb: 4.6341e-03 dtv-l1: 1.4382e-02 contextual: 1.0629e+00 fea-lpips-net-lin-squeeze: 7.2479e-03 l_g_gan: 3.0788e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.7375e+01 D_fake: -9.5875e+01 +20-10-29 06:35:08.682 - INFO: pix-cb: 3.6837e-03 dtv-l1: 1.4399e-02 contextual: 8.4478e-01 fea-lpips-net-lin-squeeze: 4.8599e-03 l_g_gan: 2.6209e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.1594e+01 D_fake: -8.4375e+01 +20-10-29 06:36:30.769 - INFO: pix-cb: 2.2158e-03 dtv-l1: 1.3042e-02 contextual: 8.2596e-01 fea-lpips-net-lin-squeeze: 3.8471e-03 l_g_gan: 1.4838e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.4500e+01 D_fake: -8.3062e+01 +20-10-29 06:37:49.004 - INFO: pix-cb: 3.8294e-03 dtv-l1: 1.2985e-02 contextual: 8.4537e-01 fea-lpips-net-lin-squeeze: 6.2447e-03 l_g_gan: 2.3288e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.7750e+01 D_fake: -8.6875e+01 +20-10-29 06:39:10.818 - INFO: pix-cb: 1.5588e-03 dtv-l1: 9.8516e-03 contextual: 1.2529e+00 fea-lpips-net-lin-squeeze: 2.4948e-03 l_g_gan: 6.2816e-03 l_d_real: 6.1892e-01 l_d_fake: 6.1555e-01 D_real: -6.4125e+01 D_fake: -6.4312e+01 +20-10-29 06:40:28.997 - INFO: pix-cb: 3.4475e-03 dtv-l1: 1.2224e-02 contextual: 1.0435e+00 fea-lpips-net-lin-squeeze: 7.5188e-03 l_g_gan: 1.8656e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.7438e+01 D_fake: -8.0750e+01 +20-10-29 06:41:50.963 - INFO: pix-cb: 5.9453e-03 dtv-l1: 1.5458e-02 contextual: 1.1958e+00 fea-lpips-net-lin-squeeze: 8.9111e-03 l_g_gan: 2.7703e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.4188e+01 D_fake: -8.8812e+01 +20-10-29 06:43:08.973 - INFO: pix-cb: 2.0736e-03 dtv-l1: 9.0851e-03 contextual: 1.1195e+00 fea-lpips-net-lin-squeeze: 3.7804e-03 l_g_gan: 2.8243e-03 l_d_real: 1.2653e+00 l_d_fake: 1.2611e+00 D_real: -6.1781e+01 D_fake: -6.0875e+01 +20-10-29 06:44:30.543 - INFO: pix-cb: 2.3005e-03 dtv-l1: 1.1776e-02 contextual: 4.3058e-01 fea-lpips-net-lin-squeeze: 1.7548e-03 l_g_gan: 3.7050e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.3125e+01 D_fake: -9.9438e+01 +20-10-29 06:45:52.660 - INFO: pix-cb: 2.8147e-03 dtv-l1: 1.1897e-02 contextual: 1.0365e+00 fea-lpips-net-lin-squeeze: 6.0120e-03 l_g_gan: 1.2872e-01 l_d_real: 1.1921e-07 l_d_fake: 1.1921e-07 D_real: -5.8031e+01 D_fake: -7.4125e+01 +20-10-29 06:47:11.298 - INFO: pix-cb: 4.7926e-03 dtv-l1: 2.0849e-02 contextual: 6.7736e-01 fea-lpips-net-lin-squeeze: 5.1079e-03 l_g_gan: 3.1034e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.1906e+01 D_fake: -9.0688e+01 +20-10-29 06:48:33.213 - INFO: pix-cb: 3.1833e-03 dtv-l1: 1.3698e-02 contextual: 1.2176e+00 fea-lpips-net-lin-squeeze: 3.5782e-03 l_g_gan: 1.6666e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.6031e+01 D_fake: -7.6875e+01 +20-10-29 06:49:51.480 - INFO: pix-cb: 2.1863e-03 dtv-l1: 1.3630e-02 contextual: 5.2250e-01 fea-lpips-net-lin-squeeze: 4.2152e-03 l_g_gan: 9.3063e-02 l_d_real: 1.0043e-05 l_d_fake: 1.0371e-05 D_real: -7.4125e+01 D_fake: -8.5750e+01 +20-10-29 06:49:52.142 - INFO: Models and training states saved. +20-10-29 06:50:17.166 - INFO: # Validation # PSNR: 29.155, SSIM: 0.80917, LPIPS: 0.063131 +20-10-29 06:50:17.166 - INFO: PSNR: 29.155, SSIM: 0.80917, LPIPS: 0.063131 +20-10-29 06:51:38.827 - INFO: pix-cb: 4.4976e-03 dtv-l1: 1.1880e-02 contextual: 1.4025e+00 fea-lpips-net-lin-squeeze: 4.8256e-03 l_g_gan: 1.5009e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.3000e+01 D_fake: -7.1750e+01 +20-10-29 06:52:57.339 - INFO: pix-cb: 2.1313e-03 dtv-l1: 1.2845e-02 contextual: 3.4546e-01 fea-lpips-net-lin-squeeze: 2.9373e-03 l_g_gan: 2.8941e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.3312e+01 D_fake: -9.9500e+01 +20-10-29 06:54:19.687 - INFO: pix-cb: 1.9694e-03 dtv-l1: 1.0662e-02 contextual: 4.7628e-01 fea-lpips-net-lin-squeeze: 2.6627e-03 l_g_gan: 1.9994e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.6062e+01 D_fake: -8.1062e+01 +20-10-29 06:55:42.153 - INFO: pix-cb: 2.9799e-03 dtv-l1: 7.3879e-03 contextual: 1.5673e+00 fea-lpips-net-lin-squeeze: 5.4245e-03 l_g_gan: 5.5945e-02 l_d_real: 9.4684e-04 l_d_fake: 9.4662e-04 D_real: -4.3812e+01 D_fake: -5.0812e+01 +20-10-29 06:57:00.685 - INFO: pix-cb: 4.5932e-03 dtv-l1: 1.6800e-02 contextual: 7.0781e-01 fea-lpips-net-lin-squeeze: 4.1122e-03 l_g_gan: 1.7266e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.4594e+01 D_fake: -6.6188e+01 +20-10-29 06:58:22.953 - INFO: pix-cb: 5.7082e-03 dtv-l1: 1.7101e-02 contextual: 1.4436e+00 fea-lpips-net-lin-squeeze: 1.0910e-02 l_g_gan: 3.8132e-02 l_d_real: 8.6561e-03 l_d_fake: 8.6827e-03 D_real: -4.8062e+01 D_fake: -5.2812e+01 +20-10-29 06:59:41.295 - INFO: pix-cb: 4.5169e-03 dtv-l1: 1.2851e-02 contextual: 1.3920e+00 fea-lpips-net-lin-squeeze: 8.6899e-03 l_g_gan: 1.3547e-01 l_d_real: 2.9802e-08 l_d_fake: 2.9802e-08 D_real: -5.3750e+01 D_fake: -7.0688e+01 +20-10-29 07:01:03.375 - INFO: pix-cb: 3.2333e-03 dtv-l1: 1.5517e-02 contextual: 6.3516e-01 fea-lpips-net-lin-squeeze: 4.2992e-03 l_g_gan: 1.8394e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.8125e+01 D_fake: -8.1125e+01 +20-10-29 07:02:21.820 - INFO: pix-cb: 3.2924e-03 dtv-l1: 1.1591e-02 contextual: 6.0564e-01 fea-lpips-net-lin-squeeze: 3.3474e-03 l_g_gan: 1.3047e-01 l_d_real: 8.9407e-08 l_d_fake: 8.9407e-08 D_real: -5.1562e+01 D_fake: -6.7875e+01 +20-10-29 07:03:44.159 - INFO: pix-cb: 6.7705e-03 dtv-l1: 1.9581e-02 contextual: 1.6905e+00 fea-lpips-net-lin-squeeze: 1.2337e-02 l_g_gan: 4.2043e-02 l_d_real: 5.4391e-03 l_d_fake: 5.3354e-03 D_real: -6.6688e+01 D_fake: -7.1938e+01 +20-10-29 07:05:06.220 - INFO: pix-cb: 2.4921e-03 dtv-l1: 9.0468e-03 contextual: 4.4701e-01 fea-lpips-net-lin-squeeze: 2.9697e-03 l_g_gan: 2.0200e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.9625e+01 D_fake: -6.4875e+01 +20-10-29 07:06:25.042 - INFO: pix-cb: 4.2294e-03 dtv-l1: 1.5034e-02 contextual: 1.1282e+00 fea-lpips-net-lin-squeeze: 7.1259e-03 l_g_gan: 2.7825e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -2.5281e+01 D_fake: -6.0062e+01 +20-10-29 07:07:29.601 - INFO: # Validation # PSNR: 29.29, SSIM: 0.81415, LPIPS: 0.06592 +20-10-29 07:07:29.602 - INFO: PSNR: 29.29, SSIM: 0.81415, LPIPS: 0.06592 +20-10-29 07:08:12.407 - INFO: pix-cb: 4.3664e-03 dtv-l1: 1.5283e-02 contextual: 1.2940e+00 fea-lpips-net-lin-squeeze: 1.3374e-02 l_g_gan: 7.2376e-02 l_d_real: 1.2620e-04 l_d_fake: 1.2197e-04 D_real: -5.2188e+01 D_fake: -6.1250e+01 +20-10-29 07:09:30.624 - INFO: pix-cb: 1.8343e-03 dtv-l1: 1.1545e-02 contextual: 7.2665e-01 fea-lpips-net-lin-squeeze: 1.0328e-03 l_g_gan: 2.3684e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8531e+01 D_fake: -6.8125e+01 +20-10-29 07:10:52.893 - INFO: pix-cb: 2.6422e-03 dtv-l1: 1.2630e-02 contextual: 3.2757e-01 fea-lpips-net-lin-squeeze: 2.8534e-03 l_g_gan: 2.2134e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.7000e+01 D_fake: -6.4688e+01 +20-10-29 07:12:11.195 - INFO: pix-cb: 4.2861e-03 dtv-l1: 1.6582e-02 contextual: 9.0107e-01 fea-lpips-net-lin-squeeze: 4.8027e-03 l_g_gan: 3.2906e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3688e+01 D_fake: -8.4812e+01 +20-10-29 07:13:33.442 - INFO: pix-cb: 3.0709e-03 dtv-l1: 1.5381e-02 contextual: 3.1818e-01 fea-lpips-net-lin-squeeze: 3.1815e-03 l_g_gan: 3.2475e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.9719e+01 D_fake: -1.0031e+02 +20-10-29 07:14:55.681 - INFO: pix-cb: 1.8910e-03 dtv-l1: 1.2265e-02 contextual: 6.8929e-01 fea-lpips-net-lin-squeeze: 2.8801e-03 l_g_gan: 5.2668e-02 l_d_real: 1.4065e-03 l_d_fake: 1.4371e-03 D_real: -5.4969e+01 D_fake: -6.1562e+01 +20-10-29 07:16:14.242 - INFO: pix-cb: 2.8336e-03 dtv-l1: 1.6578e-02 contextual: 3.7268e-01 fea-lpips-net-lin-squeeze: 2.4643e-03 l_g_gan: 3.9766e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.6562e+01 D_fake: -9.6250e+01 +20-10-29 07:17:36.156 - INFO: pix-cb: 1.5592e-03 dtv-l1: 1.0832e-02 contextual: 7.4318e-01 fea-lpips-net-lin-squeeze: 4.4785e-03 l_g_gan: 2.9284e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.8844e+01 D_fake: -9.5438e+01 +20-10-29 07:18:54.503 - INFO: pix-cb: 3.8558e-03 dtv-l1: 1.3718e-02 contextual: 9.8794e-01 fea-lpips-net-lin-squeeze: 7.1869e-03 l_g_gan: 1.1894e-01 l_d_real: 3.2783e-07 l_d_fake: 3.5763e-07 D_real: -6.3750e+01 D_fake: -7.8625e+01 +20-10-29 07:20:16.682 - INFO: pix-cb: 3.3666e-03 dtv-l1: 1.1642e-02 contextual: 9.3146e-01 fea-lpips-net-lin-squeeze: 5.6992e-03 l_g_gan: 2.1572e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.0094e+01 D_fake: -7.7062e+01 +20-10-29 07:21:35.044 - INFO: pix-cb: 1.9751e-03 dtv-l1: 1.2531e-02 contextual: 6.2822e-01 fea-lpips-net-lin-squeeze: 2.8152e-03 l_g_gan: 6.9220e-02 l_d_real: 1.8407e-04 l_d_fake: 2.0233e-04 D_real: -6.0844e+01 D_fake: -6.9500e+01 +20-10-29 07:22:57.422 - INFO: pix-cb: 4.1077e-03 dtv-l1: 1.5600e-02 contextual: 7.1290e-01 fea-lpips-net-lin-squeeze: 3.7556e-03 l_g_gan: 2.9375e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2781e+01 D_fake: -8.9500e+01 +20-10-29 07:24:19.536 - INFO: pix-cb: 2.8348e-03 dtv-l1: 1.1874e-02 contextual: 4.7367e-01 fea-lpips-net-lin-squeeze: 4.0359e-03 l_g_gan: 3.2194e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.0000e+01 D_fake: -9.0250e+01 +20-10-29 07:24:20.201 - INFO: Models and training states saved. +20-10-29 07:24:45.296 - INFO: # Validation # PSNR: 29.368, SSIM: 0.81434, LPIPS: 0.066157 +20-10-29 07:24:45.296 - INFO: PSNR: 29.368, SSIM: 0.81434, LPIPS: 0.066157 +20-10-29 07:26:03.581 - INFO: pix-cb: 3.7904e-03 dtv-l1: 1.4735e-02 contextual: 6.1205e-01 fea-lpips-net-lin-squeeze: 3.1891e-03 l_g_gan: 1.1509e-01 l_d_real: 5.9605e-07 l_d_fake: 5.9605e-07 D_real: -5.0312e+01 D_fake: -6.4688e+01 +20-10-29 07:27:25.365 - INFO: pix-cb: 2.6860e-03 dtv-l1: 1.1848e-02 contextual: 7.6614e-01 fea-lpips-net-lin-squeeze: 5.7793e-03 l_g_gan: 9.0906e-02 l_d_real: 1.1533e-05 l_d_fake: 1.1682e-05 D_real: -4.2188e+01 D_fake: -5.3562e+01 +20-10-29 07:28:43.718 - INFO: pix-cb: 2.6188e-03 dtv-l1: 1.1784e-02 contextual: 1.0478e+00 fea-lpips-net-lin-squeeze: 5.4855e-03 l_g_gan: 1.6519e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.2438e+01 D_fake: -5.3094e+01 +20-10-29 07:30:05.504 - INFO: pix-cb: 3.1320e-03 dtv-l1: 1.1550e-02 contextual: 1.5444e+00 fea-lpips-net-lin-squeeze: 4.3678e-03 l_g_gan: 9.9563e-02 l_d_real: 4.1127e-06 l_d_fake: 4.1425e-06 D_real: -3.3625e+01 D_fake: -4.6062e+01 +20-10-29 07:31:24.075 - INFO: pix-cb: 5.4362e-03 dtv-l1: 1.7691e-02 contextual: 1.1440e+00 fea-lpips-net-lin-squeeze: 8.4915e-03 l_g_gan: 2.1091e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.8750e+01 D_fake: -7.5125e+01 +20-10-29 07:32:46.040 - INFO: pix-cb: 3.3919e-03 dtv-l1: 1.1623e-02 contextual: 7.4892e-01 fea-lpips-net-lin-squeeze: 4.2496e-03 l_g_gan: 2.7634e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.4281e+01 D_fake: -7.8812e+01 +20-10-29 07:34:08.223 - INFO: pix-cb: 2.5073e-03 dtv-l1: 1.4499e-02 contextual: 6.4233e-01 fea-lpips-net-lin-squeeze: 4.7722e-03 l_g_gan: 4.4201e-03 l_d_real: 8.6280e-01 l_d_fake: 8.5940e-01 D_real: -5.7219e+01 D_fake: -5.6906e+01 +20-10-29 07:35:26.514 - INFO: pix-cb: 2.9097e-03 dtv-l1: 9.0145e-03 contextual: 1.4901e+00 fea-lpips-net-lin-squeeze: 8.4381e-03 l_g_gan: 9.5031e-02 l_d_real: 7.1227e-06 l_d_fake: 7.0929e-06 D_real: -6.3562e+01 D_fake: -7.5438e+01 +20-10-29 07:36:48.713 - INFO: pix-cb: 2.5232e-03 dtv-l1: 1.5239e-02 contextual: 2.9644e-01 fea-lpips-net-lin-squeeze: 3.4847e-03 l_g_gan: 1.9238e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.8375e+01 D_fake: -9.2438e+01 +20-10-29 07:38:07.031 - INFO: pix-cb: 1.9267e-03 dtv-l1: 1.0713e-02 contextual: 8.6641e-01 fea-lpips-net-lin-squeeze: 2.2449e-03 l_g_gan: 8.2782e-02 l_d_real: 3.2842e-05 l_d_fake: 3.1739e-05 D_real: -5.7156e+01 D_fake: -6.7500e+01 +20-10-29 07:39:29.183 - INFO: pix-cb: 3.8262e-03 dtv-l1: 1.3003e-02 contextual: 1.2756e+00 fea-lpips-net-lin-squeeze: 6.7177e-03 l_g_gan: 4.1670e-02 l_d_real: 5.5346e-03 l_d_fake: 5.5945e-03 D_real: -5.5500e+01 D_fake: -6.0688e+01 +20-10-29 07:40:47.498 - INFO: pix-cb: 2.5314e-03 dtv-l1: 1.6874e-02 contextual: 3.5097e-01 fea-lpips-net-lin-squeeze: 2.5482e-03 l_g_gan: 3.0513e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.0875e+01 D_fake: -9.9000e+01 +20-10-29 07:41:55.619 - INFO: # Validation # PSNR: 29.265, SSIM: 0.80958, LPIPS: 0.061326 +20-10-29 07:41:55.620 - INFO: PSNR: 29.265, SSIM: 0.80958, LPIPS: 0.061326 +20-10-29 07:42:34.889 - INFO: pix-cb: 4.1608e-03 dtv-l1: 9.8534e-03 contextual: 1.7877e+00 fea-lpips-net-lin-squeeze: 1.0292e-02 l_g_gan: 7.0033e-02 l_d_real: 1.6333e-04 l_d_fake: 1.8520e-04 D_real: -4.0812e+01 D_fake: -4.9562e+01 +20-10-29 07:43:57.218 - INFO: pix-cb: 2.8967e-03 dtv-l1: 1.6707e-02 contextual: 6.4105e-01 fea-lpips-net-lin-squeeze: 5.3101e-03 l_g_gan: 2.1100e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.6125e+01 D_fake: -8.2500e+01 +20-10-29 07:45:15.439 - INFO: pix-cb: 2.7647e-03 dtv-l1: 8.1991e-03 contextual: 8.4849e-01 fea-lpips-net-lin-squeeze: 5.6953e-03 l_g_gan: 1.8772e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9844e+01 D_fake: -7.3312e+01 +20-10-29 07:46:37.473 - INFO: pix-cb: 5.1152e-03 dtv-l1: 1.5420e-02 contextual: 1.1045e+00 fea-lpips-net-lin-squeeze: 9.4604e-03 l_g_gan: 1.2431e-01 l_d_real: 1.7881e-07 l_d_fake: 2.3842e-07 D_real: -5.8281e+01 D_fake: -7.3812e+01 +20-10-29 07:47:55.755 - INFO: pix-cb: 4.4646e-03 dtv-l1: 1.3139e-02 contextual: 7.8430e-01 fea-lpips-net-lin-squeeze: 7.1030e-03 l_g_gan: 2.5900e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -7.3625e+01 D_fake: -1.0600e+02 +20-10-29 07:49:17.590 - INFO: pix-cb: 2.3696e-03 dtv-l1: 1.1466e-02 contextual: 4.3202e-01 fea-lpips-net-lin-squeeze: 4.0665e-03 l_g_gan: 4.4359e-03 l_d_real: 8.7632e-01 l_d_fake: 8.5766e-01 D_real: -8.8750e+01 D_fake: -8.8438e+01 +20-10-29 07:50:35.770 - INFO: pix-cb: 4.9480e-03 dtv-l1: 1.4279e-02 contextual: 1.1518e+00 fea-lpips-net-lin-squeeze: 8.4610e-03 l_g_gan: 1.5406e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.9688e+01 D_fake: -8.8938e+01 +20-10-29 07:51:57.844 - INFO: pix-cb: 4.5041e-03 dtv-l1: 1.3819e-02 contextual: 1.4096e+00 fea-lpips-net-lin-squeeze: 8.3237e-03 l_g_gan: 2.3206e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.5500e+01 D_fake: -7.4500e+01 +20-10-29 07:53:19.890 - INFO: pix-cb: 2.2522e-03 dtv-l1: 1.0931e-02 contextual: 7.9246e-01 fea-lpips-net-lin-squeeze: 3.1796e-03 l_g_gan: 6.4065e-02 l_d_real: 3.4123e-04 l_d_fake: 3.6783e-04 D_real: -6.9125e+01 D_fake: -7.7125e+01 +20-10-29 07:54:38.278 - INFO: pix-cb: 3.8687e-03 dtv-l1: 1.8174e-02 contextual: 5.8186e-01 fea-lpips-net-lin-squeeze: 5.8594e-03 l_g_gan: 1.9288e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.6375e+01 D_fake: -9.0500e+01 +20-10-29 07:56:00.434 - INFO: pix-cb: 4.0698e-03 dtv-l1: 1.3543e-02 contextual: 6.8920e-01 fea-lpips-net-lin-squeeze: 6.5918e-03 l_g_gan: 8.9000e-02 l_d_real: 1.4573e-05 l_d_fake: 1.5050e-05 D_real: -7.6062e+01 D_fake: -8.7188e+01 +20-10-29 07:57:18.958 - INFO: pix-cb: 4.0354e-03 dtv-l1: 1.2461e-02 contextual: 1.0734e+00 fea-lpips-net-lin-squeeze: 7.4463e-03 l_g_gan: 2.6550e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.4688e+01 D_fake: -9.7875e+01 +20-10-29 07:58:40.956 - INFO: pix-cb: 5.5982e-03 dtv-l1: 1.6248e-02 contextual: 1.2013e+00 fea-lpips-net-lin-squeeze: 1.0292e-02 l_g_gan: 1.6906e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.4125e+01 D_fake: -7.5250e+01 +20-10-29 07:58:41.615 - INFO: Models and training states saved. +20-10-29 07:59:06.640 - INFO: # Validation # PSNR: 29.418, SSIM: 0.81662, LPIPS: 0.071524 +20-10-29 07:59:06.641 - INFO: PSNR: 29.418, SSIM: 0.81662, LPIPS: 0.071524 +20-10-29 08:00:25.150 - INFO: pix-cb: 3.0191e-03 dtv-l1: 1.2274e-02 contextual: 6.9406e-01 fea-lpips-net-lin-squeeze: 2.8038e-03 l_g_gan: 9.1406e-02 l_d_real: 1.1057e-05 l_d_fake: 1.1146e-05 D_real: -6.2375e+01 D_fake: -7.3812e+01 +20-10-29 08:01:47.531 - INFO: pix-cb: 2.3585e-03 dtv-l1: 1.4667e-02 contextual: 3.7221e-01 fea-lpips-net-lin-squeeze: 2.5291e-03 l_g_gan: 2.3588e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.8750e+01 D_fake: -9.8250e+01 +20-10-29 08:03:09.553 - INFO: pix-cb: 2.4937e-03 dtv-l1: 1.4046e-02 contextual: 4.9487e-01 fea-lpips-net-lin-squeeze: 4.7531e-03 l_g_gan: 4.4019e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2406e+01 D_fake: -1.0744e+02 +20-10-29 08:04:28.101 - INFO: pix-cb: 3.3286e-03 dtv-l1: 1.4744e-02 contextual: 3.2243e-01 fea-lpips-net-lin-squeeze: 1.3456e-03 l_g_gan: 2.9391e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.0500e+01 D_fake: -8.7250e+01 +20-10-29 08:05:50.137 - INFO: pix-cb: 5.3882e-03 dtv-l1: 1.5829e-02 contextual: 1.1666e+00 fea-lpips-net-lin-squeeze: 8.4534e-03 l_g_gan: 1.0603e-01 l_d_real: 1.8477e-06 l_d_fake: 1.8775e-06 D_real: -4.4031e+01 D_fake: -5.7281e+01 +20-10-29 08:07:08.718 - INFO: pix-cb: 2.2833e-03 dtv-l1: 1.2138e-02 contextual: 6.6336e-01 fea-lpips-net-lin-squeeze: 4.0474e-03 l_g_gan: 2.8272e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.3344e+01 D_fake: -8.8688e+01 +20-10-29 08:08:30.695 - INFO: pix-cb: 3.6207e-03 dtv-l1: 1.1801e-02 contextual: 1.5619e+00 fea-lpips-net-lin-squeeze: 1.1841e-02 l_g_gan: 2.2538e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.0719e+01 D_fake: -6.8875e+01 +20-10-29 08:09:49.202 - INFO: pix-cb: 3.4726e-03 dtv-l1: 1.3869e-02 contextual: 1.5397e+00 fea-lpips-net-lin-squeeze: 7.0915e-03 l_g_gan: 6.5658e-02 l_d_real: 2.7358e-04 l_d_fake: 2.7605e-04 D_real: -4.5594e+01 D_fake: -5.3812e+01 +20-10-29 08:11:11.519 - INFO: pix-cb: 3.7097e-03 dtv-l1: 1.3726e-02 contextual: 9.1629e-01 fea-lpips-net-lin-squeeze: 4.8943e-03 l_g_gan: 2.2750e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.1250e+01 D_fake: -7.9688e+01 +20-10-29 08:12:33.728 - INFO: pix-cb: 4.0975e-03 dtv-l1: 1.4501e-02 contextual: 1.2137e+00 fea-lpips-net-lin-squeeze: 5.7220e-03 l_g_gan: 2.0756e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9938e+01 D_fake: -7.5875e+01 +20-10-29 08:13:51.990 - INFO: pix-cb: 1.6427e-03 dtv-l1: 1.1035e-02 contextual: 1.1734e+00 fea-lpips-net-lin-squeeze: 5.2719e-03 l_g_gan: 2.2613e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7812e+01 D_fake: -7.6062e+01 +20-10-29 08:15:14.065 - INFO: pix-cb: 2.7647e-03 dtv-l1: 1.5097e-02 contextual: 3.2666e-01 fea-lpips-net-lin-squeeze: 3.3741e-03 l_g_gan: 2.5409e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.8375e+01 D_fake: -9.0125e+01 +20-10-29 08:16:18.426 - INFO: # Validation # PSNR: 29.455, SSIM: 0.81453, LPIPS: 0.068653 +20-10-29 08:16:18.426 - INFO: PSNR: 29.455, SSIM: 0.81453, LPIPS: 0.068653 +20-10-29 08:16:57.437 - INFO: pix-cb: 3.3399e-03 dtv-l1: 1.3686e-02 contextual: 1.4885e+00 fea-lpips-net-lin-squeeze: 3.9787e-03 l_g_gan: 1.7934e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.5562e+01 D_fake: -7.8000e+01 +20-10-29 08:18:19.386 - INFO: pix-cb: 2.0413e-03 dtv-l1: 1.2837e-02 contextual: 4.2546e-01 fea-lpips-net-lin-squeeze: 2.3842e-03 l_g_gan: 4.6859e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.3781e+01 D_fake: -1.1238e+02 +20-10-29 08:19:37.650 - INFO: pix-cb: 1.5868e-03 dtv-l1: 1.0192e-02 contextual: 1.2559e+00 fea-lpips-net-lin-squeeze: 2.9640e-03 l_g_gan: 1.2128e-01 l_d_real: 2.6822e-07 l_d_fake: 2.6822e-07 D_real: -5.2719e+01 D_fake: -6.7875e+01 +20-10-29 08:20:59.775 - INFO: pix-cb: 5.5754e-03 dtv-l1: 1.7096e-02 contextual: 1.1207e+00 fea-lpips-net-lin-squeeze: 7.5989e-03 l_g_gan: 1.4241e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.0375e+01 D_fake: -6.8188e+01 +20-10-29 08:22:21.482 - INFO: pix-cb: 2.3460e-03 dtv-l1: 1.3402e-02 contextual: 7.7935e-01 fea-lpips-net-lin-squeeze: 4.7569e-03 l_g_gan: 1.7988e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.5250e+01 D_fake: -7.7750e+01 +20-10-29 08:23:40.132 - INFO: pix-cb: 3.3947e-03 dtv-l1: 1.5849e-02 contextual: 5.5512e-01 fea-lpips-net-lin-squeeze: 5.5313e-03 l_g_gan: 2.4088e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.6500e+01 D_fake: -9.6625e+01 +20-10-29 08:25:02.154 - INFO: pix-cb: 5.5322e-03 dtv-l1: 1.4889e-02 contextual: 1.4419e+00 fea-lpips-net-lin-squeeze: 7.5607e-03 l_g_gan: 1.8666e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.4594e+01 D_fake: -7.7938e+01 +20-10-29 08:26:20.579 - INFO: pix-cb: 3.1635e-03 dtv-l1: 1.3094e-02 contextual: 6.3235e-01 fea-lpips-net-lin-squeeze: 4.4289e-03 l_g_gan: 1.0206e-01 l_d_real: 2.9206e-06 l_d_fake: 2.9802e-06 D_real: -6.4875e+01 D_fake: -7.7625e+01 +20-10-29 08:27:42.498 - INFO: pix-cb: 4.9818e-03 dtv-l1: 1.1871e-02 contextual: 1.3030e+00 fea-lpips-net-lin-squeeze: 6.8283e-03 l_g_gan: 5.8122e-03 l_d_real: 6.7976e-01 l_d_fake: 6.7955e-01 D_real: -6.8750e+01 D_fake: -6.8812e+01 +20-10-29 08:29:00.718 - INFO: pix-cb: 3.1380e-03 dtv-l1: 1.3870e-02 contextual: 9.5583e-01 fea-lpips-net-lin-squeeze: 3.3894e-03 l_g_gan: 1.7524e-02 l_d_real: 1.2025e-01 l_d_fake: 1.2001e-01 D_real: -6.1938e+01 D_fake: -6.4000e+01 +20-10-29 08:30:22.906 - INFO: pix-cb: 4.9032e-03 dtv-l1: 1.2886e-02 contextual: 1.2892e+00 fea-lpips-net-lin-squeeze: 8.2779e-03 l_g_gan: 1.9750e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.6000e+01 D_fake: -9.0688e+01 +20-10-29 08:31:44.829 - INFO: pix-cb: 5.5844e-03 dtv-l1: 1.2666e-02 contextual: 1.3150e+00 fea-lpips-net-lin-squeeze: 7.2861e-03 l_g_gan: 1.7991e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3750e+01 D_fake: -6.6250e+01 +20-10-29 08:33:02.976 - INFO: pix-cb: 2.6993e-03 dtv-l1: 1.4060e-02 contextual: 8.9492e-01 fea-lpips-net-lin-squeeze: 3.8681e-03 l_g_gan: 3.1944e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7062e+01 D_fake: -8.7000e+01 +20-10-29 08:33:03.715 - INFO: Models and training states saved. +20-10-29 08:33:28.811 - INFO: # Validation # PSNR: 29.45, SSIM: 0.81436, LPIPS: 0.063764 +20-10-29 08:33:28.811 - INFO: PSNR: 29.45, SSIM: 0.81436, LPIPS: 0.063764 +20-10-29 08:34:50.966 - INFO: pix-cb: 4.4771e-03 dtv-l1: 9.6493e-03 contextual: 1.2281e+00 fea-lpips-net-lin-squeeze: 7.8278e-03 l_g_gan: 4.8301e-02 l_d_real: 2.3896e-03 l_d_fake: 2.4705e-03 D_real: -6.0469e+01 D_fake: -6.6500e+01 +20-10-29 08:36:09.719 - INFO: pix-cb: 1.8673e-03 dtv-l1: 1.1514e-02 contextual: 5.9142e-01 fea-lpips-net-lin-squeeze: 2.1400e-03 l_g_gan: 2.0656e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.6875e+01 D_fake: -9.2688e+01 +20-10-29 08:37:31.772 - INFO: pix-cb: 3.1185e-03 dtv-l1: 1.2934e-02 contextual: 1.0190e+00 fea-lpips-net-lin-squeeze: 4.6997e-03 l_g_gan: 1.7281e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2031e+01 D_fake: -7.3625e+01 +20-10-29 08:38:50.184 - INFO: pix-cb: 2.2147e-03 dtv-l1: 1.5188e-02 contextual: 1.0599e+00 fea-lpips-net-lin-squeeze: 7.7744e-03 l_g_gan: 7.9844e-02 l_d_real: 4.8785e-05 l_d_fake: 4.8129e-05 D_real: -5.8781e+01 D_fake: -6.8750e+01 +20-10-29 08:40:12.061 - INFO: pix-cb: 2.3085e-03 dtv-l1: 1.1276e-02 contextual: 1.1628e+00 fea-lpips-net-lin-squeeze: 6.8703e-03 l_g_gan: 2.4031e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.3469e+01 D_fake: -8.3500e+01 +20-10-29 08:41:34.352 - INFO: pix-cb: 2.6722e-03 dtv-l1: 8.8673e-03 contextual: 1.1698e+00 fea-lpips-net-lin-squeeze: 7.0343e-03 l_g_gan: 1.2728e-01 l_d_real: 1.4901e-07 l_d_fake: 1.4901e-07 D_real: -5.4594e+01 D_fake: -7.0500e+01 +20-10-29 08:42:55.146 - INFO: pix-cb: 3.5429e-03 dtv-l1: 1.0439e-02 contextual: 1.7228e+00 fea-lpips-net-lin-squeeze: 1.2360e-02 l_g_gan: 7.1532e-02 l_d_real: 1.3425e-04 l_d_fake: 1.3053e-04 D_real: -5.1031e+01 D_fake: -5.9969e+01 +20-10-29 08:44:17.020 - INFO: pix-cb: 5.1910e-03 dtv-l1: 1.6926e-02 contextual: 7.8968e-01 fea-lpips-net-lin-squeeze: 8.6136e-03 l_g_gan: 1.3856e-01 l_d_real: 0.0000e+00 l_d_fake: 2.9802e-08 D_real: -6.0938e+01 D_fake: -7.8250e+01 +20-10-29 08:45:35.466 - INFO: pix-cb: 3.7791e-03 dtv-l1: 1.5985e-02 contextual: 1.1705e+00 fea-lpips-net-lin-squeeze: 7.3357e-03 l_g_gan: 1.3894e-01 l_d_real: 2.9802e-08 l_d_fake: 2.9802e-08 D_real: -5.4438e+01 D_fake: -7.1812e+01 +20-10-29 08:46:57.440 - INFO: pix-cb: 1.6038e-03 dtv-l1: 9.8524e-03 contextual: 4.5471e-01 fea-lpips-net-lin-squeeze: 2.2926e-03 l_g_gan: 2.1572e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.8969e+01 D_fake: -8.5938e+01 +20-10-29 08:48:15.694 - INFO: pix-cb: 3.2387e-03 dtv-l1: 1.2148e-02 contextual: 9.9280e-01 fea-lpips-net-lin-squeeze: 4.8752e-03 l_g_gan: 2.9338e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3469e+01 D_fake: -8.0125e+01 +20-10-29 08:49:37.551 - INFO: pix-cb: 4.3308e-03 dtv-l1: 1.5810e-02 contextual: 8.4050e-01 fea-lpips-net-lin-squeeze: 7.5684e-03 l_g_gan: 1.4731e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.9469e+01 D_fake: -7.7875e+01 +20-10-29 08:50:41.496 - INFO: # Validation # PSNR: 29.524, SSIM: 0.81962, LPIPS: 0.066352 +20-10-29 08:50:41.496 - INFO: PSNR: 29.524, SSIM: 0.81962, LPIPS: 0.066352 +20-10-29 08:51:24.352 - INFO: pix-cb: 3.7393e-03 dtv-l1: 1.4097e-02 contextual: 1.2921e+00 fea-lpips-net-lin-squeeze: 9.4833e-03 l_g_gan: 2.7347e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.8188e+01 D_fake: -8.2375e+01 +20-10-29 08:52:42.839 - INFO: pix-cb: 5.2803e-03 dtv-l1: 1.4889e-02 contextual: 1.1338e+00 fea-lpips-net-lin-squeeze: 8.4915e-03 l_g_gan: 1.3844e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.2375e+01 D_fake: -7.9688e+01 +20-10-29 08:54:04.531 - INFO: pix-cb: 3.0305e-03 dtv-l1: 1.3887e-02 contextual: 9.1022e-01 fea-lpips-net-lin-squeeze: 5.5046e-03 l_g_gan: 3.4858e-02 l_d_real: 1.3549e-02 l_d_fake: 1.3571e-02 D_real: -5.7219e+01 D_fake: -6.1562e+01 +20-10-29 08:55:22.937 - INFO: pix-cb: 4.4873e-03 dtv-l1: 1.5221e-02 contextual: 9.4545e-01 fea-lpips-net-lin-squeeze: 7.3891e-03 l_g_gan: 1.0044e-01 l_d_real: 3.7551e-06 l_d_fake: 3.8743e-06 D_real: -5.7938e+01 D_fake: -7.0500e+01 +20-10-29 08:56:44.944 - INFO: pix-cb: 1.9838e-03 dtv-l1: 1.2600e-02 contextual: 7.3350e-01 fea-lpips-net-lin-squeeze: 1.8387e-03 l_g_gan: 3.5153e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7250e+01 D_fake: -9.1188e+01 +20-10-29 08:58:02.829 - INFO: pix-cb: 2.5477e-03 dtv-l1: 9.9614e-03 contextual: 7.5704e-01 fea-lpips-net-lin-squeeze: 6.8665e-03 l_g_gan: 1.8550e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.9812e+01 D_fake: -8.3000e+01 +20-10-29 08:59:24.454 - INFO: pix-cb: 6.4484e-03 dtv-l1: 1.4153e-02 contextual: 1.7182e+00 fea-lpips-net-lin-squeeze: 1.3741e-02 l_g_gan: 1.2255e-01 l_d_real: 2.3842e-07 l_d_fake: 2.3842e-07 D_real: -3.1344e+01 D_fake: -4.6656e+01 +20-10-29 09:00:46.273 - INFO: pix-cb: 4.4490e-03 dtv-l1: 1.5548e-02 contextual: 1.4601e+00 fea-lpips-net-lin-squeeze: 1.3008e-02 l_g_gan: 2.2547e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7875e+01 D_fake: -7.6062e+01 +20-10-29 09:02:04.503 - INFO: pix-cb: 4.3475e-03 dtv-l1: 1.5505e-02 contextual: 4.9738e-01 fea-lpips-net-lin-squeeze: 5.3406e-03 l_g_gan: 2.0222e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.1906e+01 D_fake: -8.7188e+01 +20-10-29 09:03:26.584 - INFO: pix-cb: 2.0700e-03 dtv-l1: 1.4147e-02 contextual: 5.4473e-01 fea-lpips-net-lin-squeeze: 2.6093e-03 l_g_gan: 2.0714e-02 l_d_real: 8.3652e-02 l_d_fake: 7.9133e-02 D_real: -6.7500e+01 D_fake: -7.0000e+01 +20-10-29 09:04:44.606 - INFO: pix-cb: 3.6334e-03 dtv-l1: 1.4743e-02 contextual: 4.7756e-01 fea-lpips-net-lin-squeeze: 5.3482e-03 l_g_gan: 2.8869e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.9750e+01 D_fake: -1.0581e+02 +20-10-29 09:06:06.734 - INFO: pix-cb: 4.0293e-03 dtv-l1: 1.4591e-02 contextual: 1.0624e+00 fea-lpips-net-lin-squeeze: 4.7188e-03 l_g_gan: 4.2938e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7312e+01 D_fake: -1.0100e+02 +20-10-29 09:07:24.752 - INFO: pix-cb: 2.8292e-03 dtv-l1: 1.4660e-02 contextual: 6.5306e-01 fea-lpips-net-lin-squeeze: 4.5166e-03 l_g_gan: 2.4881e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.3031e+01 D_fake: -9.4125e+01 +20-10-29 09:07:25.452 - INFO: Models and training states saved. +20-10-29 09:07:50.513 - INFO: # Validation # PSNR: 29.275, SSIM: 0.81253, LPIPS: 0.063499 +20-10-29 09:07:50.513 - INFO: PSNR: 29.275, SSIM: 0.81253, LPIPS: 0.063499 +20-10-29 09:09:12.541 - INFO: pix-cb: 3.1524e-03 dtv-l1: 1.4845e-02 contextual: 8.0325e-01 fea-lpips-net-lin-squeeze: 3.7346e-03 l_g_gan: 3.3066e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.5344e+01 D_fake: -9.6688e+01 +20-10-29 09:10:34.697 - INFO: pix-cb: 7.9822e-03 dtv-l1: 1.5103e-02 contextual: 1.6065e+00 fea-lpips-net-lin-squeeze: 1.2100e-02 l_g_gan: 2.0716e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.7531e+01 D_fake: -8.3438e+01 +20-10-29 09:11:53.253 - INFO: pix-cb: 2.3670e-03 dtv-l1: 8.2726e-03 contextual: 1.4627e+00 fea-lpips-net-lin-squeeze: 5.5695e-03 l_g_gan: 4.6431e-02 l_d_real: 3.0657e-03 l_d_fake: 3.0296e-03 D_real: -3.8312e+01 D_fake: -4.4125e+01 +20-10-29 09:13:15.594 - INFO: pix-cb: 3.0472e-03 dtv-l1: 1.3113e-02 contextual: 1.0187e+00 fea-lpips-net-lin-squeeze: 6.1684e-03 l_g_gan: 8.7438e-02 l_d_real: 1.9520e-05 l_d_fake: 1.9341e-05 D_real: -4.8594e+01 D_fake: -5.9531e+01 +20-10-29 09:14:34.067 - INFO: pix-cb: 2.6326e-03 dtv-l1: 1.4894e-02 contextual: 2.8175e-01 fea-lpips-net-lin-squeeze: 2.1076e-03 l_g_gan: 2.6300e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -7.0750e+01 D_fake: -1.0362e+02 +20-10-29 09:15:56.591 - INFO: pix-cb: 3.8226e-03 dtv-l1: 1.3569e-02 contextual: 1.1346e+00 fea-lpips-net-lin-squeeze: 8.2016e-03 l_g_gan: 6.5752e-02 l_d_real: 2.7376e-04 l_d_fake: 2.7137e-04 D_real: -5.5969e+01 D_fake: -6.4188e+01 +20-10-29 09:17:15.207 - INFO: pix-cb: 2.1155e-03 dtv-l1: 1.1501e-02 contextual: 3.7180e-01 fea-lpips-net-lin-squeeze: 2.7180e-03 l_g_gan: 3.9853e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2688e+01 D_fake: -1.0250e+02 +20-10-29 09:18:37.591 - INFO: pix-cb: 3.7778e-03 dtv-l1: 1.3867e-02 contextual: 6.9129e-01 fea-lpips-net-lin-squeeze: 5.1956e-03 l_g_gan: 1.8106e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2875e+01 D_fake: -7.5500e+01 +20-10-29 09:19:59.918 - INFO: pix-cb: 4.8352e-03 dtv-l1: 1.1576e-02 contextual: 1.0519e+00 fea-lpips-net-lin-squeeze: 7.8888e-03 l_g_gan: 1.8019e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2000e+01 D_fake: -7.4500e+01 +20-10-29 09:21:18.174 - INFO: pix-cb: 2.3420e-03 dtv-l1: 1.1906e-02 contextual: 8.4596e-01 fea-lpips-net-lin-squeeze: 5.0316e-03 l_g_gan: 1.2844e-01 l_d_real: 1.1921e-07 l_d_fake: 1.1921e-07 D_real: -6.4875e+01 D_fake: -8.0938e+01 +20-10-29 09:22:40.319 - INFO: pix-cb: 4.3743e-03 dtv-l1: 1.3077e-02 contextual: 8.3385e-01 fea-lpips-net-lin-squeeze: 6.0425e-03 l_g_gan: 1.9800e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.0188e+01 D_fake: -8.4938e+01 +20-10-29 09:23:58.596 - INFO: pix-cb: 6.0257e-03 dtv-l1: 1.3283e-02 contextual: 7.0943e-01 fea-lpips-net-lin-squeeze: 4.8294e-03 l_g_gan: 1.7788e-02 l_d_real: 1.2160e-01 l_d_fake: 1.2237e-01 D_real: -5.7562e+01 D_fake: -5.9656e+01 +20-10-29 09:25:06.425 - INFO: # Validation # PSNR: 29.281, SSIM: 0.81362, LPIPS: 0.065409 +20-10-29 09:25:06.425 - INFO: PSNR: 29.281, SSIM: 0.81362, LPIPS: 0.065409 +20-10-29 09:25:45.692 - INFO: pix-cb: 6.5299e-03 dtv-l1: 1.8802e-02 contextual: 1.5407e+00 fea-lpips-net-lin-squeeze: 1.0574e-02 l_g_gan: 1.4047e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.4812e+01 D_fake: -7.2375e+01 +20-10-29 09:27:03.775 - INFO: pix-cb: 1.8278e-03 dtv-l1: 1.1027e-02 contextual: 5.8521e-01 fea-lpips-net-lin-squeeze: 3.0823e-03 l_g_gan: 9.4438e-02 l_d_real: 8.1062e-06 l_d_fake: 9.0002e-06 D_real: -5.3875e+01 D_fake: -6.5688e+01 +20-10-29 09:28:25.632 - INFO: pix-cb: 2.2397e-03 dtv-l1: 1.2619e-02 contextual: 7.9862e-01 fea-lpips-net-lin-squeeze: 4.3755e-03 l_g_gan: 1.9606e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2250e+01 D_fake: -7.6750e+01 +20-10-29 09:29:47.660 - INFO: pix-cb: 2.2073e-03 dtv-l1: 9.5115e-03 contextual: 8.3776e-01 fea-lpips-net-lin-squeeze: 3.6926e-03 l_g_gan: 1.1509e-01 l_d_real: 5.9605e-07 l_d_fake: 6.2585e-07 D_real: -5.8188e+01 D_fake: -7.2562e+01 +20-10-29 09:31:05.999 - INFO: pix-cb: 3.4807e-03 dtv-l1: 1.2574e-02 contextual: 9.3190e-01 fea-lpips-net-lin-squeeze: 5.4970e-03 l_g_gan: 1.4353e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.7500e+01 D_fake: -7.5438e+01 +20-10-29 09:32:27.870 - INFO: pix-cb: 3.9277e-03 dtv-l1: 1.5389e-02 contextual: 1.2460e+00 fea-lpips-net-lin-squeeze: 5.8670e-03 l_g_gan: 1.6780e-02 l_d_real: 1.3192e-01 l_d_fake: 1.3347e-01 D_real: -5.9781e+01 D_fake: -6.1750e+01 +20-10-29 09:33:45.983 - INFO: pix-cb: 2.5591e-03 dtv-l1: 1.4213e-02 contextual: 4.8801e-01 fea-lpips-net-lin-squeeze: 5.6152e-03 l_g_gan: 1.2988e-01 l_d_real: 1.1921e-07 l_d_fake: 8.9407e-08 D_real: -6.8188e+01 D_fake: -8.4438e+01 +20-10-29 09:35:07.889 - INFO: pix-cb: 2.3625e-03 dtv-l1: 1.2533e-02 contextual: 5.7473e-01 fea-lpips-net-lin-squeeze: 3.4504e-03 l_g_gan: 1.3750e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.0812e+01 D_fake: -7.8000e+01 +20-10-29 09:36:26.220 - INFO: pix-cb: 1.8703e-03 dtv-l1: 9.9186e-03 contextual: 1.1742e+00 fea-lpips-net-lin-squeeze: 2.5253e-03 l_g_gan: 1.6713e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2938e+01 D_fake: -7.3812e+01 +20-10-29 09:37:48.455 - INFO: pix-cb: 4.1560e-03 dtv-l1: 1.3307e-02 contextual: 9.1912e-01 fea-lpips-net-lin-squeeze: 9.1476e-03 l_g_gan: 1.1519e-01 l_d_real: 5.6624e-07 l_d_fake: 5.6624e-07 D_real: -7.2250e+01 D_fake: -8.6625e+01 +20-10-29 09:39:10.504 - INFO: pix-cb: 2.3502e-03 dtv-l1: 1.3144e-02 contextual: 9.1560e-01 fea-lpips-net-lin-squeeze: 8.2703e-03 l_g_gan: 1.4650e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -7.4875e+01 D_fake: -9.3188e+01 +20-10-29 09:40:28.858 - INFO: pix-cb: 3.2098e-03 dtv-l1: 1.4143e-02 contextual: 1.0260e+00 fea-lpips-net-lin-squeeze: 5.3406e-03 l_g_gan: 6.4503e-02 l_d_real: 3.2035e-04 l_d_fake: 3.2342e-04 D_real: -7.6562e+01 D_fake: -8.4625e+01 +20-10-29 09:41:50.857 - INFO: pix-cb: 4.9871e-03 dtv-l1: 1.1488e-02 contextual: 1.3859e+00 fea-lpips-net-lin-squeeze: 6.6833e-03 l_g_gan: 1.4594e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.7625e+01 D_fake: -7.5875e+01 +20-10-29 09:41:51.521 - INFO: Models and training states saved. +20-10-29 09:42:16.577 - INFO: # Validation # PSNR: 29.276, SSIM: 0.81333, LPIPS: 0.065346 +20-10-29 09:42:16.577 - INFO: PSNR: 29.276, SSIM: 0.81333, LPIPS: 0.065346 +20-10-29 09:43:34.708 - INFO: pix-cb: 2.0285e-03 dtv-l1: 1.3749e-02 contextual: 7.7773e-01 fea-lpips-net-lin-squeeze: 4.0092e-03 l_g_gan: 1.7144e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -7.3438e+01 D_fake: -9.4875e+01 +20-10-29 09:44:56.333 - INFO: pix-cb: 4.2785e-03 dtv-l1: 1.7097e-02 contextual: 1.0680e+00 fea-lpips-net-lin-squeeze: 6.7902e-03 l_g_gan: 1.1513e-01 l_d_real: 5.9605e-07 l_d_fake: 6.8545e-07 D_real: -6.9688e+01 D_fake: -8.4062e+01 +20-10-29 09:46:14.951 - INFO: pix-cb: 3.9878e-03 dtv-l1: 1.3441e-02 contextual: 1.1943e+00 fea-lpips-net-lin-squeeze: 9.0027e-03 l_g_gan: 4.9393e-02 l_d_real: 2.2262e-03 l_d_fake: 2.3166e-03 D_real: -7.2875e+01 D_fake: -7.9062e+01 +20-10-29 09:47:36.943 - INFO: pix-cb: 2.8845e-03 dtv-l1: 1.3761e-02 contextual: 1.1123e+00 fea-lpips-net-lin-squeeze: 5.6000e-03 l_g_gan: 9.7000e-02 l_d_real: 6.2883e-06 l_d_fake: 6.4671e-06 D_real: -7.7000e+01 D_fake: -8.9125e+01 +20-10-29 09:48:59.493 - INFO: pix-cb: 2.2549e-03 dtv-l1: 1.3025e-02 contextual: 7.0182e-01 fea-lpips-net-lin-squeeze: 3.8757e-03 l_g_gan: 7.3938e-02 l_d_real: 9.9117e-05 l_d_fake: 1.0448e-04 D_real: -8.7062e+01 D_fake: -9.6312e+01 +20-10-29 09:50:17.905 - INFO: pix-cb: 2.5403e-03 dtv-l1: 1.4701e-02 contextual: 2.3762e-01 fea-lpips-net-lin-squeeze: 2.4204e-03 l_g_gan: 4.5403e-02 l_d_real: 3.4540e-03 l_d_fake: 3.6558e-03 D_real: -9.6875e+01 D_fake: -1.0256e+02 +20-10-29 09:51:39.685 - INFO: pix-cb: 3.3908e-03 dtv-l1: 1.4942e-02 contextual: 1.3121e+00 fea-lpips-net-lin-squeeze: 4.4289e-03 l_g_gan: 3.0131e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2281e+01 D_fake: -8.9938e+01 +20-10-29 09:52:58.072 - INFO: pix-cb: 5.9569e-03 dtv-l1: 1.6317e-02 contextual: 1.1740e+00 fea-lpips-net-lin-squeeze: 8.0643e-03 l_g_gan: 1.8044e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.5812e+01 D_fake: -8.8375e+01 +20-10-29 09:54:20.054 - INFO: pix-cb: 6.7295e-03 dtv-l1: 2.4065e-02 contextual: 4.9025e-01 fea-lpips-net-lin-squeeze: 5.4550e-03 l_g_gan: 1.7050e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -9.2125e+01 D_fake: -1.1344e+02 +20-10-29 09:55:38.603 - INFO: pix-cb: 2.3950e-03 dtv-l1: 6.5400e-03 contextual: 8.8431e-01 fea-lpips-net-lin-squeeze: 3.5858e-03 l_g_gan: 9.3250e-02 l_d_real: 8.7916e-06 l_d_fake: 8.9109e-06 D_real: -7.9125e+01 D_fake: -9.0750e+01 +20-10-29 09:57:01.063 - INFO: pix-cb: 2.0293e-03 dtv-l1: 1.1161e-02 contextual: 1.3016e+00 fea-lpips-net-lin-squeeze: 2.5444e-03 l_g_gan: 1.7341e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.8062e+01 D_fake: -7.9750e+01 +20-10-29 09:58:23.585 - INFO: pix-cb: 3.1569e-03 dtv-l1: 1.8689e-02 contextual: 3.2222e-01 fea-lpips-net-lin-squeeze: 4.0627e-03 l_g_gan: 5.3697e-02 l_d_real: 1.2180e-03 l_d_fake: 1.2530e-03 D_real: -6.3156e+01 D_fake: -6.9875e+01 +20-10-29 09:59:28.125 - INFO: # Validation # PSNR: 29.142, SSIM: 0.80645, LPIPS: 0.059127 +20-10-29 09:59:28.125 - INFO: PSNR: 29.142, SSIM: 0.80645, LPIPS: 0.059127 +20-10-29 10:00:07.364 - INFO: pix-cb: 2.1127e-03 dtv-l1: 1.0863e-02 contextual: 7.9400e-01 fea-lpips-net-lin-squeeze: 4.2076e-03 l_g_gan: 1.7231e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.2969e+01 D_fake: -5.4500e+01 +20-10-29 10:01:29.718 - INFO: pix-cb: 5.4309e-03 dtv-l1: 1.5404e-02 contextual: 8.0461e-01 fea-lpips-net-lin-squeeze: 6.8054e-03 l_g_gan: 1.9906e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7750e+01 D_fake: -7.2625e+01 +20-10-29 10:02:47.960 - INFO: pix-cb: 3.0133e-03 dtv-l1: 1.4553e-02 contextual: 7.9731e-01 fea-lpips-net-lin-squeeze: 5.3787e-03 l_g_gan: 7.9688e-02 l_d_real: 4.8130e-05 l_d_fake: 4.8070e-05 D_real: -4.9031e+01 D_fake: -5.9000e+01 +20-10-29 10:04:10.144 - INFO: pix-cb: 5.8742e-03 dtv-l1: 1.7807e-02 contextual: 1.2838e+00 fea-lpips-net-lin-squeeze: 9.6512e-03 l_g_gan: 1.9434e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.4594e+01 D_fake: -7.8875e+01 +20-10-29 10:05:28.872 - INFO: pix-cb: 3.5441e-03 dtv-l1: 1.4020e-02 contextual: 1.0988e+00 fea-lpips-net-lin-squeeze: 3.9101e-03 l_g_gan: 2.3838e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.1469e+01 D_fake: -7.1250e+01 +20-10-29 10:06:50.911 - INFO: pix-cb: 8.2096e-03 dtv-l1: 1.9594e-02 contextual: 1.4749e+00 fea-lpips-net-lin-squeeze: 1.2421e-02 l_g_gan: 4.5592e-02 l_d_real: 3.5692e-03 l_d_fake: 3.8277e-03 D_real: -7.2375e+01 D_fake: -7.8062e+01 +20-10-29 10:08:13.000 - INFO: pix-cb: 4.4481e-03 dtv-l1: 1.3043e-02 contextual: 1.7692e+00 fea-lpips-net-lin-squeeze: 7.9346e-03 l_g_gan: 1.3344e-01 l_d_real: 5.9605e-08 l_d_fake: 5.9605e-08 D_real: -5.4062e+01 D_fake: -7.0750e+01 +20-10-29 10:09:31.278 - INFO: pix-cb: 4.0940e-03 dtv-l1: 1.4713e-02 contextual: 1.1975e+00 fea-lpips-net-lin-squeeze: 6.2370e-03 l_g_gan: 1.5844e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.4000e+01 D_fake: -7.3812e+01 +20-10-29 10:10:53.772 - INFO: pix-cb: 2.0004e-03 dtv-l1: 1.1418e-02 contextual: 9.0863e-01 fea-lpips-net-lin-squeeze: 4.3144e-03 l_g_gan: 2.4697e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.9688e+01 D_fake: -9.0562e+01 +20-10-29 10:12:12.261 - INFO: pix-cb: 2.8694e-03 dtv-l1: 1.5229e-02 contextual: 7.7170e-01 fea-lpips-net-lin-squeeze: 7.0915e-03 l_g_gan: 3.0197e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.7812e+01 D_fake: -9.5562e+01 +20-10-29 10:13:34.447 - INFO: pix-cb: 2.9098e-03 dtv-l1: 9.1919e-03 contextual: 1.0391e+00 fea-lpips-net-lin-squeeze: 3.5858e-03 l_g_gan: 2.0597e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.9688e+01 D_fake: -7.5438e+01 +20-10-29 10:14:52.791 - INFO: pix-cb: 3.3175e-03 dtv-l1: 1.2001e-02 contextual: 6.9953e-01 fea-lpips-net-lin-squeeze: 4.6005e-03 l_g_gan: 2.9800e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.1750e+01 D_fake: -9.9000e+01 +20-10-29 10:16:14.846 - INFO: pix-cb: 2.1405e-03 dtv-l1: 9.9458e-03 contextual: 8.3771e-01 fea-lpips-net-lin-squeeze: 2.2125e-03 l_g_gan: 2.2841e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.9938e+01 D_fake: -8.8500e+01 +20-10-29 10:16:15.516 - INFO: Models and training states saved. +20-10-29 10:16:40.632 - INFO: # Validation # PSNR: 29.165, SSIM: 0.80728, LPIPS: 0.067879 +20-10-29 10:16:40.632 - INFO: PSNR: 29.165, SSIM: 0.80728, LPIPS: 0.067879 +20-10-29 10:18:02.562 - INFO: pix-cb: 6.3333e-03 dtv-l1: 1.7103e-02 contextual: 1.0803e+00 fea-lpips-net-lin-squeeze: 8.0490e-03 l_g_gan: 1.5700e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -7.0125e+01 D_fake: -8.9750e+01 +20-10-29 10:19:20.677 - INFO: pix-cb: 2.0823e-03 dtv-l1: 7.3553e-03 contextual: 1.4054e+00 fea-lpips-net-lin-squeeze: 5.7716e-03 l_g_gan: 7.3251e-02 l_d_real: 1.0719e-04 l_d_fake: 1.0818e-04 D_real: -4.1812e+01 D_fake: -5.0969e+01 +20-10-29 10:20:42.741 - INFO: pix-cb: 4.0765e-03 dtv-l1: 1.5162e-02 contextual: 6.8224e-01 fea-lpips-net-lin-squeeze: 6.3400e-03 l_g_gan: 3.3606e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.0375e+01 D_fake: -9.2375e+01 +20-10-29 10:22:01.158 - INFO: pix-cb: 3.2099e-03 dtv-l1: 1.3347e-02 contextual: 6.7853e-01 fea-lpips-net-lin-squeeze: 6.0883e-03 l_g_gan: 1.8000e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -7.1125e+01 D_fake: -9.3625e+01 +20-10-29 10:23:23.014 - INFO: pix-cb: 2.6362e-03 dtv-l1: 8.8205e-03 contextual: 8.8559e-01 fea-lpips-net-lin-squeeze: 3.5152e-03 l_g_gan: 8.3375e-02 l_d_real: 3.0815e-05 l_d_fake: 3.3408e-05 D_real: -5.2250e+01 D_fake: -6.2688e+01 +20-10-29 10:24:41.459 - INFO: pix-cb: 3.2593e-03 dtv-l1: 1.2283e-02 contextual: 6.6697e-01 fea-lpips-net-lin-squeeze: 6.1874e-03 l_g_gan: 1.7988e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.5125e+01 D_fake: -8.7625e+01 +20-10-29 10:26:03.755 - INFO: pix-cb: 2.6474e-03 dtv-l1: 1.0186e-02 contextual: 8.7351e-01 fea-lpips-net-lin-squeeze: 5.0621e-03 l_g_gan: 1.1794e-01 l_d_real: 4.7684e-07 l_d_fake: 4.1723e-07 D_real: -5.5875e+01 D_fake: -7.0625e+01 +20-10-29 10:27:25.729 - INFO: pix-cb: 3.8693e-03 dtv-l1: 1.5654e-02 contextual: 9.8336e-01 fea-lpips-net-lin-squeeze: 8.3466e-03 l_g_gan: 1.7484e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7969e+01 D_fake: -6.9812e+01 +20-10-29 10:28:44.488 - INFO: pix-cb: 2.6338e-03 dtv-l1: 1.1546e-02 contextual: 4.5374e-01 fea-lpips-net-lin-squeeze: 4.3373e-03 l_g_gan: 1.4272e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.5375e+01 D_fake: -6.3219e+01 +20-10-29 10:30:06.554 - INFO: pix-cb: 4.1504e-03 dtv-l1: 1.3594e-02 contextual: 1.1083e+00 fea-lpips-net-lin-squeeze: 6.5231e-03 l_g_gan: 5.0328e-02 l_d_real: 1.9083e-03 l_d_fake: 1.8819e-03 D_real: -5.5031e+01 D_fake: -6.1312e+01 +20-10-29 10:31:24.901 - INFO: pix-cb: 2.6079e-03 dtv-l1: 1.6753e-02 contextual: 5.1582e-01 fea-lpips-net-lin-squeeze: 1.7729e-03 l_g_gan: 5.3237e-03 l_d_real: 7.3920e-01 l_d_fake: 7.3235e-01 D_real: -5.7750e+01 D_fake: -5.7688e+01 +20-10-29 10:32:46.949 - INFO: pix-cb: 3.3289e-03 dtv-l1: 1.2437e-02 contextual: 6.4414e-01 fea-lpips-net-lin-squeeze: 4.8294e-03 l_g_gan: 2.1063e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.7688e+01 D_fake: -8.4000e+01 +20-10-29 10:33:51.202 - INFO: # Validation # PSNR: 29.115, SSIM: 0.80896, LPIPS: 0.06367 +20-10-29 10:33:51.203 - INFO: PSNR: 29.115, SSIM: 0.80896, LPIPS: 0.06367 +20-10-29 10:34:30.299 - INFO: pix-cb: 7.3443e-03 dtv-l1: 1.5568e-02 contextual: 1.4338e+00 fea-lpips-net-lin-squeeze: 9.4833e-03 l_g_gan: 1.0513e-01 l_d_real: 2.1458e-06 l_d_fake: 2.2352e-06 D_real: -5.4750e+01 D_fake: -6.7875e+01 +20-10-29 10:35:52.141 - INFO: pix-cb: 8.3556e-03 dtv-l1: 2.0917e-02 contextual: 1.1889e+00 fea-lpips-net-lin-squeeze: 9.6130e-03 l_g_gan: 1.8113e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.1875e+01 D_fake: -8.4500e+01 +20-10-29 10:37:14.063 - INFO: pix-cb: 4.6006e-03 dtv-l1: 1.0290e-02 contextual: 1.0769e+00 fea-lpips-net-lin-squeeze: 4.4136e-03 l_g_gan: 2.3638e-02 l_d_real: 5.4316e-02 l_d_fake: 5.4338e-02 D_real: -3.0562e+01 D_fake: -3.3469e+01 +20-10-29 10:38:32.514 - INFO: pix-cb: 3.2981e-03 dtv-l1: 1.4080e-02 contextual: 8.3329e-01 fea-lpips-net-lin-squeeze: 5.4245e-03 l_g_gan: 2.5459e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.6000e+01 D_fake: -6.7812e+01 +20-10-29 10:39:54.557 - INFO: pix-cb: 3.4143e-03 dtv-l1: 1.0120e-02 contextual: 8.2727e-01 fea-lpips-net-lin-squeeze: 4.3182e-03 l_g_gan: 1.8719e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.0281e+01 D_fake: -7.3688e+01 +20-10-29 10:41:13.109 - INFO: pix-cb: 1.8886e-03 dtv-l1: 8.4820e-03 contextual: 1.3287e+00 fea-lpips-net-lin-squeeze: 3.2215e-03 l_g_gan: 1.4016e-01 l_d_real: 0.0000e+00 l_d_fake: 2.9802e-08 D_real: -5.0719e+01 D_fake: -6.8250e+01 +20-10-29 10:42:35.130 - INFO: pix-cb: 2.2032e-03 dtv-l1: 1.3154e-02 contextual: 6.7481e-01 fea-lpips-net-lin-squeeze: 4.5433e-03 l_g_gan: 2.5906e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.6625e+01 D_fake: -7.9000e+01 +20-10-29 10:43:53.223 - INFO: pix-cb: 2.5532e-03 dtv-l1: 1.1626e-02 contextual: 6.1402e-01 fea-lpips-net-lin-squeeze: 5.1384e-03 l_g_gan: 1.2263e-01 l_d_real: 2.3842e-07 l_d_fake: 2.3842e-07 D_real: -3.7875e+01 D_fake: -5.3188e+01 +20-10-29 10:45:15.130 - INFO: pix-cb: 3.9558e-03 dtv-l1: 1.5788e-02 contextual: 6.0497e-01 fea-lpips-net-lin-squeeze: 5.6076e-03 l_g_gan: 3.4659e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.4938e+01 D_fake: -9.8250e+01 +20-10-29 10:46:37.454 - INFO: pix-cb: 2.7929e-03 dtv-l1: 1.0802e-02 contextual: 1.1357e+00 fea-lpips-net-lin-squeeze: 5.6763e-03 l_g_gan: 9.6922e-02 l_d_real: 6.2883e-06 l_d_fake: 5.5134e-06 D_real: -2.6078e+01 D_fake: -3.8188e+01 +20-10-29 10:47:55.743 - INFO: pix-cb: 2.6283e-03 dtv-l1: 1.0568e-02 contextual: 8.6349e-01 fea-lpips-net-lin-squeeze: 5.6915e-03 l_g_gan: 1.9306e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.3000e+01 D_fake: -6.7125e+01 +20-10-29 10:49:17.692 - INFO: pix-cb: 3.0429e-03 dtv-l1: 1.1709e-02 contextual: 9.0309e-01 fea-lpips-net-lin-squeeze: 5.4321e-03 l_g_gan: 4.3193e-02 l_d_real: 4.6344e-03 l_d_fake: 4.6460e-03 D_real: -4.3625e+01 D_fake: -4.9031e+01 +20-10-29 10:50:36.176 - INFO: pix-cb: 1.8987e-03 dtv-l1: 1.3169e-02 contextual: 6.0611e-01 fea-lpips-net-lin-squeeze: 3.0212e-03 l_g_gan: 4.3041e-02 l_d_real: 5.2246e-03 l_d_fake: 5.1197e-03 D_real: -6.5250e+01 D_fake: -7.0625e+01 +20-10-29 10:50:36.821 - INFO: Models and training states saved. +20-10-29 10:51:01.881 - INFO: # Validation # PSNR: 29.506, SSIM: 0.81184, LPIPS: 0.062777 +20-10-29 10:51:01.881 - INFO: PSNR: 29.506, SSIM: 0.81184, LPIPS: 0.062777 +20-10-29 10:52:23.979 - INFO: pix-cb: 2.8636e-03 dtv-l1: 1.1215e-02 contextual: 6.8655e-01 fea-lpips-net-lin-squeeze: 5.0201e-03 l_g_gan: 8.9594e-02 l_d_real: 1.5080e-05 l_d_fake: 1.5765e-05 D_real: -5.8875e+01 D_fake: -7.0062e+01 +20-10-29 10:53:42.506 - INFO: pix-cb: 3.5163e-03 dtv-l1: 1.6415e-02 contextual: 5.2432e-01 fea-lpips-net-lin-squeeze: 5.0201e-03 l_g_gan: 1.1059e-01 l_d_real: 1.0431e-06 l_d_fake: 1.0133e-06 D_real: -5.8125e+01 D_fake: -7.1938e+01 +20-10-29 10:55:04.675 - INFO: pix-cb: 6.8176e-03 dtv-l1: 1.8343e-02 contextual: 1.3947e+00 fea-lpips-net-lin-squeeze: 1.0239e-02 l_g_gan: 1.9497e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.0812e+01 D_fake: -6.5188e+01 +20-10-29 10:56:27.033 - INFO: pix-cb: 2.3103e-03 dtv-l1: 1.4184e-02 contextual: 6.5547e-01 fea-lpips-net-lin-squeeze: 2.9526e-03 l_g_gan: 3.3106e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.9875e+01 D_fake: -1.0125e+02 +20-10-29 10:57:45.606 - INFO: pix-cb: 3.9869e-03 dtv-l1: 1.5814e-02 contextual: 1.1462e+00 fea-lpips-net-lin-squeeze: 7.9575e-03 l_g_gan: 1.6738e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.9125e+01 D_fake: -8.0062e+01 +20-10-29 10:59:07.802 - INFO: pix-cb: 2.7652e-03 dtv-l1: 1.3616e-02 contextual: 1.0523e+00 fea-lpips-net-lin-squeeze: 7.0801e-03 l_g_gan: 3.6615e-02 l_d_real: 1.0320e-02 l_d_fake: 1.0498e-02 D_real: -6.2500e+01 D_fake: -6.7062e+01 +20-10-29 11:00:26.499 - INFO: pix-cb: 1.9837e-03 dtv-l1: 1.0898e-02 contextual: 4.5287e-01 fea-lpips-net-lin-squeeze: 4.7760e-03 l_g_gan: 8.0938e-02 l_d_real: 4.2944e-05 l_d_fake: 5.0632e-05 D_real: -7.4438e+01 D_fake: -8.4562e+01 +20-10-29 11:01:48.669 - INFO: pix-cb: 2.9995e-03 dtv-l1: 1.4378e-02 contextual: 4.4806e-01 fea-lpips-net-lin-squeeze: 3.6526e-03 l_g_gan: 1.8606e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.9938e+01 D_fake: -8.3188e+01 +20-10-29 11:03:06.927 - INFO: pix-cb: 4.0105e-03 dtv-l1: 8.3489e-03 contextual: 1.5652e+00 fea-lpips-net-lin-squeeze: 1.0681e-02 l_g_gan: 2.5072e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.7906e+01 D_fake: -6.9250e+01 +20-10-29 11:04:28.711 - INFO: pix-cb: 2.7837e-03 dtv-l1: 1.4516e-02 contextual: 9.4053e-01 fea-lpips-net-lin-squeeze: 5.3253e-03 l_g_gan: 1.3850e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2375e+01 D_fake: -6.9688e+01 +20-10-29 11:05:51.164 - INFO: pix-cb: 3.4329e-03 dtv-l1: 1.3389e-02 contextual: 7.2888e-01 fea-lpips-net-lin-squeeze: 6.4430e-03 l_g_gan: 2.0622e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.8344e+01 D_fake: -7.4125e+01 +20-10-29 11:07:09.623 - INFO: pix-cb: 3.3690e-03 dtv-l1: 9.6714e-03 contextual: 7.9067e-01 fea-lpips-net-lin-squeeze: 4.3831e-03 l_g_gan: 1.2088e-01 l_d_real: 2.3842e-07 l_d_fake: 2.9802e-07 D_real: -6.0625e+01 D_fake: -7.5750e+01 +20-10-29 11:08:13.740 - INFO: # Validation # PSNR: 29.293, SSIM: 0.81151, LPIPS: 0.062355 +20-10-29 11:08:13.740 - INFO: PSNR: 29.293, SSIM: 0.81151, LPIPS: 0.062355 +20-10-29 11:08:56.798 - INFO: pix-cb: 4.2216e-03 dtv-l1: 1.5791e-02 contextual: 1.2497e+00 fea-lpips-net-lin-squeeze: 7.5073e-03 l_g_gan: 9.4563e-02 l_d_real: 7.6890e-06 l_d_fake: 7.9274e-06 D_real: -4.9500e+01 D_fake: -6.1312e+01 +20-10-29 11:10:15.170 - INFO: pix-cb: 4.5264e-03 dtv-l1: 1.2975e-02 contextual: 1.6602e+00 fea-lpips-net-lin-squeeze: 1.0941e-02 l_g_gan: 1.1350e-01 l_d_real: 7.1526e-07 l_d_fake: 6.8545e-07 D_real: -3.5625e+01 D_fake: -4.9812e+01 +20-10-29 11:11:36.973 - INFO: pix-cb: 2.1508e-03 dtv-l1: 1.0758e-02 contextual: 1.1839e+00 fea-lpips-net-lin-squeeze: 2.7637e-03 l_g_gan: 6.4128e-02 l_d_real: 3.3069e-04 l_d_fake: 3.4820e-04 D_real: -5.3812e+01 D_fake: -6.1812e+01 +20-10-29 11:12:54.874 - INFO: pix-cb: 1.8775e-03 dtv-l1: 1.0594e-02 contextual: 7.4013e-01 fea-lpips-net-lin-squeeze: 4.0245e-03 l_g_gan: 1.5313e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.7375e+01 D_fake: -8.6500e+01 +20-10-29 11:14:17.056 - INFO: pix-cb: 3.5773e-03 dtv-l1: 1.2124e-02 contextual: 1.8018e+00 fea-lpips-net-lin-squeeze: 5.9509e-03 l_g_gan: 6.8502e-02 l_d_real: 1.9873e-04 l_d_fake: 1.9566e-04 D_real: -3.5656e+01 D_fake: -4.4219e+01 +20-10-29 11:15:39.007 - INFO: pix-cb: 3.6057e-03 dtv-l1: 1.3578e-02 contextual: 8.4734e-01 fea-lpips-net-lin-squeeze: 4.3221e-03 l_g_gan: 1.4103e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.5250e+01 D_fake: -6.2875e+01 +20-10-29 11:16:57.280 - INFO: pix-cb: 3.0960e-03 dtv-l1: 1.3015e-02 contextual: 7.2945e-01 fea-lpips-net-lin-squeeze: 5.9280e-03 l_g_gan: 3.7578e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.4594e+01 D_fake: -1.0156e+02 +20-10-29 11:18:19.263 - INFO: pix-cb: 4.4104e-03 dtv-l1: 1.2932e-02 contextual: 1.4747e+00 fea-lpips-net-lin-squeeze: 7.8201e-03 l_g_gan: 1.8383e-02 l_d_real: 1.0694e-01 l_d_fake: 1.0589e-01 D_real: -3.6062e+01 D_fake: -3.8250e+01 +20-10-29 11:19:37.496 - INFO: pix-cb: 5.4256e-03 dtv-l1: 1.8457e-02 contextual: 5.6415e-01 fea-lpips-net-lin-squeeze: 7.1449e-03 l_g_gan: 2.3322e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.2781e+01 D_fake: -9.1938e+01 +20-10-29 11:20:59.585 - INFO: pix-cb: 3.4619e-03 dtv-l1: 1.1662e-02 contextual: 7.3678e-01 fea-lpips-net-lin-squeeze: 7.0496e-03 l_g_gan: 1.9225e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.8719e+01 D_fake: -8.2750e+01 +20-10-29 11:22:18.015 - INFO: pix-cb: 3.5235e-03 dtv-l1: 9.5817e-03 contextual: 7.4928e-01 fea-lpips-net-lin-squeeze: 5.1308e-03 l_g_gan: 6.9158e-02 l_d_real: 1.8404e-04 l_d_fake: 1.7802e-04 D_real: -5.8500e+01 D_fake: -6.7125e+01 +20-10-29 11:23:40.131 - INFO: pix-cb: 5.2699e-03 dtv-l1: 1.4999e-02 contextual: 1.6122e+00 fea-lpips-net-lin-squeeze: 1.1337e-02 l_g_gan: 1.3284e-01 l_d_real: 5.9605e-08 l_d_fake: 8.9407e-08 D_real: -5.1781e+01 D_fake: -6.8375e+01 +20-10-29 11:25:02.696 - INFO: pix-cb: 2.7780e-03 dtv-l1: 1.5726e-02 contextual: 4.4697e-01 fea-lpips-net-lin-squeeze: 3.0041e-03 l_g_gan: 3.2078e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.3906e+01 D_fake: -1.0400e+02 +20-10-29 11:25:03.347 - INFO: Models and training states saved. +20-10-29 11:25:28.418 - INFO: # Validation # PSNR: 29.164, SSIM: 0.81356, LPIPS: 0.060813 +20-10-29 11:25:28.418 - INFO: PSNR: 29.164, SSIM: 0.81356, LPIPS: 0.060813 +20-10-29 11:26:46.829 - INFO: pix-cb: 3.9511e-03 dtv-l1: 1.3780e-02 contextual: 6.2551e-01 fea-lpips-net-lin-squeeze: 4.3640e-03 l_g_gan: 3.6169e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.8781e+01 D_fake: -9.4000e+01 +20-10-29 11:28:08.941 - INFO: pix-cb: 5.1283e-03 dtv-l1: 1.2676e-02 contextual: 9.5341e-01 fea-lpips-net-lin-squeeze: 1.0941e-02 l_g_gan: 1.5016e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.7688e+01 D_fake: -5.6469e+01 +20-10-29 11:29:27.413 - INFO: pix-cb: 4.8528e-03 dtv-l1: 1.3976e-02 contextual: 1.1311e+00 fea-lpips-net-lin-squeeze: 6.8703e-03 l_g_gan: 1.3656e-01 l_d_real: 0.0000e+00 l_d_fake: 2.9802e-08 D_real: -4.4750e+01 D_fake: -6.1812e+01 +20-10-29 11:30:49.561 - INFO: pix-cb: 4.7100e-03 dtv-l1: 1.3592e-02 contextual: 9.6945e-01 fea-lpips-net-lin-squeeze: 9.4910e-03 l_g_gan: 1.3863e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.7125e+01 D_fake: -8.4438e+01 +20-10-29 11:32:07.900 - INFO: pix-cb: 2.6360e-03 dtv-l1: 9.6471e-03 contextual: 5.4773e-01 fea-lpips-net-lin-squeeze: 4.8485e-03 l_g_gan: 2.1638e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.3188e+01 D_fake: -9.0250e+01 +20-10-29 11:33:30.186 - INFO: pix-cb: 2.7075e-03 dtv-l1: 1.1623e-02 contextual: 9.1641e-01 fea-lpips-net-lin-squeeze: 6.1264e-03 l_g_gan: 6.8752e-02 l_d_real: 1.9209e-04 l_d_fake: 1.9256e-04 D_real: -4.5812e+01 D_fake: -5.4406e+01 +20-10-29 11:34:53.464 - INFO: pix-cb: 6.1116e-03 dtv-l1: 1.6720e-02 contextual: 1.1685e+00 fea-lpips-net-lin-squeeze: 6.7902e-03 l_g_gan: 5.3824e-02 l_d_real: 1.3577e-03 l_d_fake: 1.4712e-03 D_real: -3.6688e+01 D_fake: -4.3406e+01 +20-10-29 11:36:18.381 - INFO: pix-cb: 1.6013e-03 dtv-l1: 1.3506e-02 contextual: 5.6433e-01 fea-lpips-net-lin-squeeze: 2.5711e-03 l_g_gan: 3.6913e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.8250e+01 D_fake: -8.4375e+01 +20-10-29 11:37:45.911 - INFO: pix-cb: 4.7465e-03 dtv-l1: 1.0057e-02 contextual: 5.8254e-01 fea-lpips-net-lin-squeeze: 5.0392e-03 l_g_gan: 7.1126e-02 l_d_real: 1.4933e-04 l_d_fake: 2.1144e-04 D_real: -6.8625e+01 D_fake: -7.7500e+01 +20-10-29 11:39:07.460 - INFO: pix-cb: 5.3331e-03 dtv-l1: 1.5505e-02 contextual: 1.5663e+00 fea-lpips-net-lin-squeeze: 9.2087e-03 l_g_gan: 1.6891e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.8625e+01 D_fake: -6.9750e+01 +20-10-29 11:40:31.289 - INFO: pix-cb: 1.7089e-03 dtv-l1: 1.0164e-02 contextual: 9.2004e-01 fea-lpips-net-lin-squeeze: 2.9907e-03 l_g_gan: 9.3500e-02 l_d_real: 8.4042e-06 l_d_fake: 9.2685e-06 D_real: -5.1312e+01 D_fake: -6.3000e+01 +20-10-29 11:41:52.912 - INFO: pix-cb: 3.2498e-03 dtv-l1: 1.3988e-02 contextual: 1.0995e+00 fea-lpips-net-lin-squeeze: 4.6158e-03 l_g_gan: 2.7984e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -3.1141e+01 D_fake: -6.6125e+01 +20-10-29 11:43:03.216 - INFO: # Validation # PSNR: 29.453, SSIM: 0.8158, LPIPS: 0.065574 +20-10-29 11:43:03.217 - INFO: PSNR: 29.453, SSIM: 0.8158, LPIPS: 0.065574 +20-10-29 11:43:43.272 - INFO: pix-cb: 4.1377e-03 dtv-l1: 1.7859e-02 contextual: 7.5363e-01 fea-lpips-net-lin-squeeze: 5.0354e-03 l_g_gan: 1.7100e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.1188e+01 D_fake: -7.2562e+01 +20-10-29 11:45:06.227 - INFO: pix-cb: 2.1811e-03 dtv-l1: 1.2190e-02 contextual: 4.2287e-01 fea-lpips-net-lin-squeeze: 1.4048e-03 l_g_gan: 3.2800e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.1688e+01 D_fake: -1.0269e+02 +20-10-29 11:46:27.966 - INFO: pix-cb: 3.7693e-03 dtv-l1: 9.6879e-03 contextual: 1.0729e+00 fea-lpips-net-lin-squeeze: 7.7934e-03 l_g_gan: 1.1313e-01 l_d_real: 7.4506e-07 l_d_fake: 7.7486e-07 D_real: -5.6844e+01 D_fake: -7.1000e+01 +20-10-29 11:47:51.730 - INFO: pix-cb: 4.3836e-03 dtv-l1: 1.6131e-02 contextual: 1.0106e+00 fea-lpips-net-lin-squeeze: 6.3820e-03 l_g_gan: 4.5248e-02 l_d_real: 3.5538e-03 l_d_fake: 3.7395e-03 D_real: -5.9719e+01 D_fake: -6.5375e+01 +20-10-29 11:49:14.703 - INFO: pix-cb: 3.3486e-03 dtv-l1: 1.8618e-02 contextual: 7.0189e-01 fea-lpips-net-lin-squeeze: 6.1493e-03 l_g_gan: 2.4753e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.3125e+01 D_fake: -8.4062e+01 +20-10-29 11:50:39.362 - INFO: pix-cb: 3.1259e-03 dtv-l1: 1.2960e-02 contextual: 1.0265e+00 fea-lpips-net-lin-squeeze: 7.2556e-03 l_g_gan: 1.8701e-02 l_d_real: 1.0793e-01 l_d_fake: 1.0636e-01 D_real: -5.4125e+01 D_fake: -5.6344e+01 +20-10-29 11:52:01.518 - INFO: pix-cb: 2.3824e-03 dtv-l1: 9.1830e-03 contextual: 6.2334e-01 fea-lpips-net-lin-squeeze: 3.3474e-03 l_g_gan: 1.1734e-01 l_d_real: 5.0664e-07 l_d_fake: 4.1723e-07 D_real: -5.8219e+01 D_fake: -7.2875e+01 +20-10-29 11:53:24.688 - INFO: pix-cb: 2.1312e-03 dtv-l1: 1.1435e-02 contextual: 3.9914e-01 fea-lpips-net-lin-squeeze: 2.1152e-03 l_g_gan: 1.7213e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.3250e+01 D_fake: -8.4750e+01 +20-10-29 11:54:49.202 - INFO: pix-cb: 1.8713e-03 dtv-l1: 1.3315e-02 contextual: 2.9711e-01 fea-lpips-net-lin-squeeze: 1.5202e-03 l_g_gan: 3.5541e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -6.1188e+01 D_fake: -1.0562e+02 +20-10-29 11:56:10.552 - INFO: pix-cb: 4.2151e-03 dtv-l1: 1.1962e-02 contextual: 1.3939e+00 fea-lpips-net-lin-squeeze: 8.8730e-03 l_g_gan: 3.7484e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -4.7406e+01 D_fake: -9.4250e+01 +20-10-29 11:57:35.027 - INFO: pix-cb: 3.9229e-03 dtv-l1: 1.3507e-02 contextual: 1.0016e+00 fea-lpips-net-lin-squeeze: 6.6338e-03 l_g_gan: 1.3463e-01 l_d_real: 0.0000e+00 l_d_fake: 5.9605e-08 D_real: -5.7031e+01 D_fake: -7.3875e+01 +20-10-29 11:59:08.751 - INFO: pix-cb: 2.3619e-03 dtv-l1: 1.4639e-02 contextual: 4.3908e-01 fea-lpips-net-lin-squeeze: 2.5997e-03 l_g_gan: 2.2106e-01 l_d_real: 0.0000e+00 l_d_fake: 0.0000e+00 D_real: -5.2875e+01 D_fake: -8.0500e+01 +20-10-29 12:00:34.972 - INFO: pix-cb: 3.1626e-03 dtv-l1: 1.2848e-02 contextual: 9.6241e-01 fea-lpips-net-lin-squeeze: 5.4321e-03 l_g_gan: 2.8256e-02 l_d_real: 3.5639e-02 l_d_fake: 3.6265e-02 D_real: -4.2906e+01 D_fake: -4.6406e+01 +20-10-29 12:00:35.703 - INFO: Models and training states saved. +20-10-29 12:01:01.840 - INFO: # Validation # PSNR: 29.552, SSIM: 0.81431, LPIPS: 0.066914 +20-10-29 12:01:01.841 - INFO: PSNR: 29.552, SSIM: 0.81431, LPIPS: 0.066914 +20-10-29 12:01:40.183 - INFO: Training interrupted. Latest models and training states saved.