[2025-05-11 13:49:50] Experiment directory created at ck_cnn_clipb_ibq/005-TokenFlow
[2025-05-11 13:49:50] Namespace(data_path='/root/autodl-tmp/TokenFlow/train2017', data_face_path=None, cloud_save_path='./logs/tokenflow/', no_local_save=False, vq_model='TokenFlow', teacher='clipb_224', vq_ckpt=None, finetune=False, ema=False, codebook_size=32768, codebook_embed_dim=8, semantic_code_dim=32, codebook_l2_norm=True, codebook_weight=1.0, entropy_loss_ratio=0.0, commit_loss_beta=0.25, reconstruction_weight=1.0, reconstruction_loss='l2', perceptual_weight=1.0, disc_weight=0.5, disc_start=20000, disc_type='patchgan', disc_loss='hinge', gen_loss='hinge', compile=False, dropout_p=0.0, results_dir='ck_cnn_clipb_ibq', dataset='coco', image_size=224, epochs=10, lr=0.0001, weight_decay=0.05, beta1=0.9, beta2=0.95, max_grad_norm=1.0, global_batch_size=5, global_seed=0, num_workers=1, log_every=100, ckpt_every=5000, gradient_accumulation_steps=1, mixed_precision='bf16', infer_interpolate=False, enhanced_decoder=False, kmeans=False, finetune_decoder=False, rank=0, world_size=1, gpu=0, dist_url='env://', distributed=True, dist_backend='nccl')
[2025-05-11 13:49:50] Starting rank=0, seed=0, world_size=1.
[2025-05-11 13:49:54] VQ Model Parameters: 376,710,957
[2025-05-11 13:49:58] Discriminator Parameters: 2,765,633
[2025-05-11 13:49:58] Optimizing part parameters.
[2025-05-11 13:49:58] no kmeans, args.lr = 0.0001
[2025-05-11 13:49:58] Dataset contains 116,756 images (/root/autodl-tmp/TokenFlow/train2017)
[2025-05-11 13:49:58] Training for 10 epochs...
[2025-05-11 13:50:01] Beginning epoch 0...
[2025-05-11 13:51:08] (Generator) rec_loss: 0.2014, perceptual_loss: 0.7500, vq_loss: 0.0340, commit_loss: 0.0085, entropy_loss: 0.0000, codebook_usage: 0.1660, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5171
[2025-05-11 13:51:08] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.2734
[2025-05-11 13:51:08] (step=0000100) Train Loss: 1.5916, Train Steps/Sec: 1.43
[2025-05-11 13:52:14] (Generator) rec_loss: 0.1117, perceptual_loss: 0.7695, vq_loss: 0.0230, commit_loss: 0.0058, entropy_loss: 0.0000, codebook_usage: 0.2715, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5149
[2025-05-11 13:52:15] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.2578
[2025-05-11 13:52:15] (step=0000200) Train Loss: 1.4595, Train Steps/Sec: 1.50
[2025-05-11 13:53:21] (Generator) rec_loss: 0.1099, perceptual_loss: 0.6992, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.2305, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5233
[2025-05-11 13:53:21] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.2969
[2025-05-11 13:53:21] (step=0000300) Train Loss: 1.4110, Train Steps/Sec: 1.50
[2025-05-11 13:54:27] (Generator) rec_loss: 0.1877, perceptual_loss: 0.7266, vq_loss: 0.0234, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.2805, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5378
[2025-05-11 13:54:28] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3281
[2025-05-11 13:54:28] (step=0000400) Train Loss: 1.3791, Train Steps/Sec: 1.50
[2025-05-11 13:55:34] (Generator) rec_loss: 0.1418, perceptual_loss: 0.6758, vq_loss: 0.0290, commit_loss: 0.0072, entropy_loss: 0.0000, codebook_usage: 0.3789, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5252
[2025-05-11 13:55:34] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.2734
[2025-05-11 13:55:34] (step=0000500) Train Loss: 1.3558, Train Steps/Sec: 1.50
[2025-05-11 13:56:40] (Generator) rec_loss: 0.1117, perceptual_loss: 0.6719, vq_loss: 0.0213, commit_loss: 0.0053, entropy_loss: 0.0000, codebook_usage: 0.3239, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5064
[2025-05-11 13:56:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.2891
[2025-05-11 13:56:41] (step=0000600) Train Loss: 1.3350, Train Steps/Sec: 1.50
[2025-05-11 13:57:47] (Generator) rec_loss: 0.0855, perceptual_loss: 0.6602, vq_loss: 0.0268, commit_loss: 0.0067, entropy_loss: 0.0000, codebook_usage: 0.4282, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5250
[2025-05-11 13:57:47] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.2969
[2025-05-11 13:57:47] (step=0000700) Train Loss: 1.3403, Train Steps/Sec: 1.50
[2025-05-11 13:58:53] (Generator) rec_loss: 0.0995, perceptual_loss: 0.6367, vq_loss: 0.0229, commit_loss: 0.0057, entropy_loss: 0.0000, codebook_usage: 0.4128, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5256
[2025-05-11 13:58:54] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3047, logits_fake: -1.3125
[2025-05-11 13:58:54] (step=0000800) Train Loss: 1.3167, Train Steps/Sec: 1.50
[2025-05-11 14:00:00] (Generator) rec_loss: 0.0855, perceptual_loss: 0.6172, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.5018, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5208
[2025-05-11 14:00:00] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3203
[2025-05-11 14:00:00] (step=0000900) Train Loss: 1.3150, Train Steps/Sec: 1.51
[2025-05-11 14:01:06] (Generator) rec_loss: 0.1329, perceptual_loss: 0.6562, vq_loss: 0.0290, commit_loss: 0.0072, entropy_loss: 0.0000, codebook_usage: 0.5292, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5352
[2025-05-11 14:01:07] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3359
[2025-05-11 14:01:07] (step=0001000) Train Loss: 1.3004, Train Steps/Sec: 1.50
[2025-05-11 14:02:13] (Generator) rec_loss: 0.0973, perceptual_loss: 0.6211, vq_loss: 0.0288, commit_loss: 0.0072, entropy_loss: 0.0000, codebook_usage: 0.5447, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5056
[2025-05-11 14:02:13] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3906, logits_fake: -1.3672
[2025-05-11 14:02:13] (step=0001100) Train Loss: 1.2869, Train Steps/Sec: 1.50
[2025-05-11 14:03:19] (Generator) rec_loss: 0.0949, perceptual_loss: 0.6328, vq_loss: 0.0291, commit_loss: 0.0073, entropy_loss: 0.0000, codebook_usage: 0.5717, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5159
[2025-05-11 14:03:20] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3359
[2025-05-11 14:03:20] (step=0001200) Train Loss: 1.2708, Train Steps/Sec: 1.50
[2025-05-11 14:04:26] (Generator) rec_loss: 0.0992, perceptual_loss: 0.6328, vq_loss: 0.0299, commit_loss: 0.0075, entropy_loss: 0.0000, codebook_usage: 0.6462, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5158
[2025-05-11 14:04:26] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3438
[2025-05-11 14:04:26] (step=0001300) Train Loss: 1.2637, Train Steps/Sec: 1.50
[2025-05-11 14:05:32] (Generator) rec_loss: 0.0624, perceptual_loss: 0.5938, vq_loss: 0.0286, commit_loss: 0.0072, entropy_loss: 0.0000, codebook_usage: 0.5666, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4912
[2025-05-11 14:05:33] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3125, logits_fake: -1.3047
[2025-05-11 14:05:33] (step=0001400) Train Loss: 1.2600, Train Steps/Sec: 1.50
[2025-05-11 14:06:39] (Generator) rec_loss: 0.1422, perceptual_loss: 0.6406, vq_loss: 0.0274, commit_loss: 0.0068, entropy_loss: 0.0000, codebook_usage: 0.6146, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5137
[2025-05-11 14:06:39] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3281
[2025-05-11 14:06:39] (step=0001500) Train Loss: 1.2563, Train Steps/Sec: 1.50
[2025-05-11 14:07:45] (Generator) rec_loss: 0.0720, perceptual_loss: 0.6211, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.5925, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5248
[2025-05-11 14:07:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3594
[2025-05-11 14:07:46] (step=0001600) Train Loss: 1.2480, Train Steps/Sec: 1.51
[2025-05-11 14:08:52] (Generator) rec_loss: 0.0671, perceptual_loss: 0.5977, vq_loss: 0.0271, commit_loss: 0.0068, entropy_loss: 0.0000, codebook_usage: 0.6382, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5051
[2025-05-11 14:08:52] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3203
[2025-05-11 14:08:52] (step=0001700) Train Loss: 1.2352, Train Steps/Sec: 1.50
[2025-05-11 14:09:58] (Generator) rec_loss: 0.0876, perceptual_loss: 0.6289, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.6436, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4888
[2025-05-11 14:09:59] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3594
[2025-05-11 14:09:59] (step=0001800) Train Loss: 1.2217, Train Steps/Sec: 1.50
[2025-05-11 14:11:05] (Generator) rec_loss: 0.0827, perceptual_loss: 0.5859, vq_loss: 0.0296, commit_loss: 0.0074, entropy_loss: 0.0000, codebook_usage: 0.6969, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4878
[2025-05-11 14:11:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3672
[2025-05-11 14:11:05] (step=0001900) Train Loss: 1.2123, Train Steps/Sec: 1.50
[2025-05-11 14:12:11] (Generator) rec_loss: 0.0650, perceptual_loss: 0.5781, vq_loss: 0.0299, commit_loss: 0.0075, entropy_loss: 0.0000, codebook_usage: 0.6789, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4741
[2025-05-11 14:12:12] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3906
[2025-05-11 14:12:12] (step=0002000) Train Loss: 1.2093, Train Steps/Sec: 1.50
[2025-05-11 14:13:18] (Generator) rec_loss: 0.0559, perceptual_loss: 0.5859, vq_loss: 0.0243, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.6954, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4953
[2025-05-11 14:13:18] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3125, logits_fake: -1.3516
[2025-05-11 14:13:18] (step=0002100) Train Loss: 1.2080, Train Steps/Sec: 1.50
[2025-05-11 14:14:24] (Generator) rec_loss: 0.0780, perceptual_loss: 0.5859, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.7389, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5007
[2025-05-11 14:14:25] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3359
[2025-05-11 14:14:25] (step=0002200) Train Loss: 1.1992, Train Steps/Sec: 1.51
[2025-05-11 14:15:31] (Generator) rec_loss: 0.0651, perceptual_loss: 0.5898, vq_loss: 0.0275, commit_loss: 0.0069, entropy_loss: 0.0000, codebook_usage: 0.6972, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4726
[2025-05-11 14:15:31] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.2969, logits_fake: -1.3359
[2025-05-11 14:15:31] (step=0002300) Train Loss: 1.1949, Train Steps/Sec: 1.50
[2025-05-11 14:16:37] (Generator) rec_loss: 0.0815, perceptual_loss: 0.5977, vq_loss: 0.0278, commit_loss: 0.0069, entropy_loss: 0.0000, codebook_usage: 0.7040, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4668
[2025-05-11 14:16:37] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.4062, logits_fake: -1.3516
[2025-05-11 14:16:37] (step=0002400) Train Loss: 1.1798, Train Steps/Sec: 1.51
[2025-05-11 14:17:44] (Generator) rec_loss: 0.0472, perceptual_loss: 0.5547, vq_loss: 0.0287, commit_loss: 0.0072, entropy_loss: 0.0000, codebook_usage: 0.8314, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4777
[2025-05-11 14:17:44] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.2734, logits_fake: -1.3438
[2025-05-11 14:17:44] (step=0002500) Train Loss: 1.1824, Train Steps/Sec: 1.50
[2025-05-11 14:18:50] (Generator) rec_loss: 0.0699, perceptual_loss: 0.5586, vq_loss: 0.0279, commit_loss: 0.0070, entropy_loss: 0.0000, codebook_usage: 0.7947, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4913
[2025-05-11 14:18:50] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3906, logits_fake: -1.3750
[2025-05-11 14:18:50] (step=0002600) Train Loss: 1.1652, Train Steps/Sec: 1.50
[2025-05-11 14:19:57] (Generator) rec_loss: 0.0570, perceptual_loss: 0.5508, vq_loss: 0.0270, commit_loss: 0.0067, entropy_loss: 0.0000, codebook_usage: 0.7112, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4839
[2025-05-11 14:19:57] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3906, logits_fake: -1.3594
[2025-05-11 14:19:57] (step=0002700) Train Loss: 1.1602, Train Steps/Sec: 1.50
[2025-05-11 14:21:03] (Generator) rec_loss: 0.0478, perceptual_loss: 0.5625, vq_loss: 0.0271, commit_loss: 0.0068, entropy_loss: 0.0000, codebook_usage: 0.8068, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.5055
[2025-05-11 14:21:03] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3438
[2025-05-11 14:21:03] (step=0002800) Train Loss: 1.1554, Train Steps/Sec: 1.50
[2025-05-11 14:22:09] (Generator) rec_loss: 0.1176, perceptual_loss: 0.5781, vq_loss: 0.0267, commit_loss: 0.0067, entropy_loss: 0.0000, codebook_usage: 0.7695, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4588
[2025-05-11 14:22:10] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3672, logits_fake: -1.3984
[2025-05-11 14:22:10] (step=0002900) Train Loss: 1.1538, Train Steps/Sec: 1.51
[2025-05-11 14:23:16] (Generator) rec_loss: 0.0503, perceptual_loss: 0.5469, vq_loss: 0.0266, commit_loss: 0.0067, entropy_loss: 0.0000, codebook_usage: 0.7956, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4414
[2025-05-11 14:23:16] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.2891, logits_fake: -1.3047
[2025-05-11 14:23:16] (step=0003000) Train Loss: 1.1392, Train Steps/Sec: 1.51
[2025-05-11 14:24:22] (Generator) rec_loss: 0.0747, perceptual_loss: 0.5703, vq_loss: 0.0263, commit_loss: 0.0066, entropy_loss: 0.0000, codebook_usage: 0.7727, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4856
[2025-05-11 14:24:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3438
[2025-05-11 14:24:23] (step=0003100) Train Loss: 1.1344, Train Steps/Sec: 1.50
[2025-05-11 14:25:29] (Generator) rec_loss: 0.0563, perceptual_loss: 0.5820, vq_loss: 0.0237, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.7566, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4694
[2025-05-11 14:25:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3438
[2025-05-11 14:25:29] (step=0003200) Train Loss: 1.1258, Train Steps/Sec: 1.50
[2025-05-11 14:26:35] (Generator) rec_loss: 0.0681, perceptual_loss: 0.5156, vq_loss: 0.0258, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.7868, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4377
[2025-05-11 14:26:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3750, logits_fake: -1.3984
[2025-05-11 14:26:36] (step=0003300) Train Loss: 1.1213, Train Steps/Sec: 1.50
[2025-05-11 14:27:42] (Generator) rec_loss: 0.0736, perceptual_loss: 0.5469, vq_loss: 0.0227, commit_loss: 0.0057, entropy_loss: 0.0000, codebook_usage: 0.7345, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4857
[2025-05-11 14:27:42] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3516
[2025-05-11 14:27:42] (step=0003400) Train Loss: 1.1135, Train Steps/Sec: 1.50
[2025-05-11 14:28:48] (Generator) rec_loss: 0.0525, perceptual_loss: 0.5195, vq_loss: 0.0240, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.7631, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4381
[2025-05-11 14:28:49] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3672, logits_fake: -1.3594
[2025-05-11 14:28:49] (step=0003500) Train Loss: 1.1006, Train Steps/Sec: 1.50
[2025-05-11 14:29:55] (Generator) rec_loss: 0.0556, perceptual_loss: 0.4883, vq_loss: 0.0236, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.7517, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4577
[2025-05-11 14:29:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3672, logits_fake: -1.4062
[2025-05-11 14:29:55] (step=0003600) Train Loss: 1.0917, Train Steps/Sec: 1.50
[2025-05-11 14:31:01] (Generator) rec_loss: 0.0935, perceptual_loss: 0.5469, vq_loss: 0.0273, commit_loss: 0.0068, entropy_loss: 0.0000, codebook_usage: 0.7704, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4618
[2025-05-11 14:31:02] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3516
[2025-05-11 14:31:02] (step=0003700) Train Loss: 1.0977, Train Steps/Sec: 1.50
[2025-05-11 14:32:08] (Generator) rec_loss: 0.0522, perceptual_loss: 0.5273, vq_loss: 0.0265, commit_loss: 0.0066, entropy_loss: 0.0000, codebook_usage: 0.8083, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4514
[2025-05-11 14:32:08] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3828
[2025-05-11 14:32:08] (step=0003800) Train Loss: 1.0873, Train Steps/Sec: 1.50
[2025-05-11 14:33:14] (Generator) rec_loss: 0.0806, perceptual_loss: 0.5703, vq_loss: 0.0234, commit_loss: 0.0058, entropy_loss: 0.0000, codebook_usage: 0.7727, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4769
[2025-05-11 14:33:15] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3359
[2025-05-11 14:33:15] (step=0003900) Train Loss: 1.0945, Train Steps/Sec: 1.50
[2025-05-11 14:34:21] (Generator) rec_loss: 0.0630, perceptual_loss: 0.5000, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.7594, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4388
[2025-05-11 14:34:21] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3516
[2025-05-11 14:34:21] (step=0004000) Train Loss: 1.0815, Train Steps/Sec: 1.50
[2025-05-11 14:35:27] (Generator) rec_loss: 0.0781, perceptual_loss: 0.5469, vq_loss: 0.0207, commit_loss: 0.0052, entropy_loss: 0.0000, codebook_usage: 0.7006, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4549
[2025-05-11 14:35:28] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3672, logits_fake: -1.3672
[2025-05-11 14:35:28] (step=0004100) Train Loss: 1.0828, Train Steps/Sec: 1.50
[2025-05-11 14:36:34] (Generator) rec_loss: 0.1028, perceptual_loss: 0.5547, vq_loss: 0.0270, commit_loss: 0.0068, entropy_loss: 0.0000, codebook_usage: 0.7757, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4622
[2025-05-11 14:36:34] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3281
[2025-05-11 14:36:34] (step=0004200) Train Loss: 1.0775, Train Steps/Sec: 1.50
[2025-05-11 14:37:40] (Generator) rec_loss: 0.0639, perceptual_loss: 0.5234, vq_loss: 0.0263, commit_loss: 0.0066, entropy_loss: 0.0000, codebook_usage: 0.7525, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4569
[2025-05-11 14:37:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3203
[2025-05-11 14:37:41] (step=0004300) Train Loss: 1.0784, Train Steps/Sec: 1.50
[2025-05-11 14:38:47] (Generator) rec_loss: 0.0912, perceptual_loss: 0.5586, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.7856, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4841
[2025-05-11 14:38:47] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3672
[2025-05-11 14:38:47] (step=0004400) Train Loss: 1.0732, Train Steps/Sec: 1.50
[2025-05-11 14:39:53] (Generator) rec_loss: 0.0508, perceptual_loss: 0.5117, vq_loss: 0.0262, commit_loss: 0.0066, entropy_loss: 0.0000, codebook_usage: 0.8144, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4528
[2025-05-11 14:39:54] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.3125
[2025-05-11 14:39:54] (step=0004500) Train Loss: 1.0743, Train Steps/Sec: 1.50
[2025-05-11 14:41:00] (Generator) rec_loss: 0.0755, perceptual_loss: 0.5391, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.7818, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4932
[2025-05-11 14:41:00] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3203
[2025-05-11 14:41:00] (step=0004600) Train Loss: 1.0579, Train Steps/Sec: 1.50
[2025-05-11 14:42:06] (Generator) rec_loss: 0.0398, perceptual_loss: 0.4531, vq_loss: 0.0223, commit_loss: 0.0056, entropy_loss: 0.0000, codebook_usage: 0.7841, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4339
[2025-05-11 14:42:07] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3047, logits_fake: -1.3438
[2025-05-11 14:42:07] (step=0004700) Train Loss: 1.0550, Train Steps/Sec: 1.50
[2025-05-11 14:43:13] (Generator) rec_loss: 0.0629, perceptual_loss: 0.5117, vq_loss: 0.0236, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.7623, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4707
[2025-05-11 14:43:13] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3750
[2025-05-11 14:43:13] (step=0004800) Train Loss: 1.0541, Train Steps/Sec: 1.50
[2025-05-11 14:44:19] (Generator) rec_loss: 0.0848, perceptual_loss: 0.5312, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.8004, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4818
[2025-05-11 14:44:20] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3594
[2025-05-11 14:44:20] (step=0004900) Train Loss: 1.0562, Train Steps/Sec: 1.50
[2025-05-11 14:45:26] (Generator) rec_loss: 0.0520, perceptual_loss: 0.4961, vq_loss: 0.0266, commit_loss: 0.0066, entropy_loss: 0.0000, codebook_usage: 0.7605, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3883
[2025-05-11 14:45:26] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.2969, logits_fake: -1.3281
[2025-05-11 14:45:26] (step=0005000) Train Loss: 1.0359, Train Steps/Sec: 1.50
[2025-05-11 14:45:30] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0005000.pt
[2025-05-11 14:46:36] (Generator) rec_loss: 0.0660, perceptual_loss: 0.4883, vq_loss: 0.0212, commit_loss: 0.0053, entropy_loss: 0.0000, codebook_usage: 0.7529, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4573
[2025-05-11 14:46:37] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3672, logits_fake: -1.3438
[2025-05-11 14:46:37] (step=0005100) Train Loss: 1.0362, Train Steps/Sec: 1.42
[2025-05-11 14:47:43] (Generator) rec_loss: 0.0737, perceptual_loss: 0.5547, vq_loss: 0.0195, commit_loss: 0.0049, entropy_loss: 0.0000, codebook_usage: 0.7647, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4792
[2025-05-11 14:47:43] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.3125
[2025-05-11 14:47:43] (step=0005200) Train Loss: 1.0434, Train Steps/Sec: 1.50
[2025-05-11 14:48:49] (Generator) rec_loss: 0.0371, perceptual_loss: 0.4863, vq_loss: 0.0203, commit_loss: 0.0051, entropy_loss: 0.0000, codebook_usage: 0.7288, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4565
[2025-05-11 14:48:49] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3594
[2025-05-11 14:48:49] (step=0005300) Train Loss: 1.0370, Train Steps/Sec: 1.50
[2025-05-11 14:49:56] (Generator) rec_loss: 0.0746, perceptual_loss: 0.4941, vq_loss: 0.0213, commit_loss: 0.0053, entropy_loss: 0.0000, codebook_usage: 0.7758, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4513
[2025-05-11 14:49:56] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3672, logits_fake: -1.3672
[2025-05-11 14:49:56] (step=0005400) Train Loss: 1.0310, Train Steps/Sec: 1.50
[2025-05-11 14:51:02] (Generator) rec_loss: 0.0496, perceptual_loss: 0.4902, vq_loss: 0.0177, commit_loss: 0.0044, entropy_loss: 0.0000, codebook_usage: 0.7609, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3925
[2025-05-11 14:51:02] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3516
[2025-05-11 14:51:02] (step=0005500) Train Loss: 1.0328, Train Steps/Sec: 1.50
[2025-05-11 14:52:09] (Generator) rec_loss: 0.0292, perceptual_loss: 0.4941, vq_loss: 0.0184, commit_loss: 0.0046, entropy_loss: 0.0000, codebook_usage: 0.7431, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4398
[2025-05-11 14:52:09] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3672
[2025-05-11 14:52:09] (step=0005600) Train Loss: 1.0358, Train Steps/Sec: 1.50
[2025-05-11 14:53:15] (Generator) rec_loss: 0.0729, perceptual_loss: 0.5078, vq_loss: 0.0189, commit_loss: 0.0047, entropy_loss: 0.0000, codebook_usage: 0.7836, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4661
[2025-05-11 14:53:16] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3516
[2025-05-11 14:53:16] (step=0005700) Train Loss: 1.0201, Train Steps/Sec: 1.50
[2025-05-11 14:54:22] (Generator) rec_loss: 0.0674, perceptual_loss: 0.5195, vq_loss: 0.0197, commit_loss: 0.0049, entropy_loss: 0.0000, codebook_usage: 0.7316, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4544
[2025-05-11 14:54:22] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3125, logits_fake: -1.3203
[2025-05-11 14:54:22] (step=0005800) Train Loss: 1.0252, Train Steps/Sec: 1.50
[2025-05-11 14:55:28] (Generator) rec_loss: 0.0655, perceptual_loss: 0.5078, vq_loss: 0.0190, commit_loss: 0.0048, entropy_loss: 0.0000, codebook_usage: 0.6746, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4561
[2025-05-11 14:55:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3438
[2025-05-11 14:55:29] (step=0005900) Train Loss: 1.0188, Train Steps/Sec: 1.50
[2025-05-11 14:56:35] (Generator) rec_loss: 0.0686, perceptual_loss: 0.4980, vq_loss: 0.0217, commit_loss: 0.0054, entropy_loss: 0.0000, codebook_usage: 0.7827, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4525
[2025-05-11 14:56:35] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3672
[2025-05-11 14:56:35] (step=0006000) Train Loss: 1.0235, Train Steps/Sec: 1.50
[2025-05-11 14:57:41] (Generator) rec_loss: 0.0952, perceptual_loss: 0.5000, vq_loss: 0.0182, commit_loss: 0.0046, entropy_loss: 0.0000, codebook_usage: 0.7216, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4347
[2025-05-11 14:57:42] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.2656, logits_fake: -1.3203
[2025-05-11 14:57:42] (step=0006100) Train Loss: 1.0171, Train Steps/Sec: 1.50
[2025-05-11 14:58:48] (Generator) rec_loss: 0.0467, perceptual_loss: 0.4766, vq_loss: 0.0220, commit_loss: 0.0055, entropy_loss: 0.0000, codebook_usage: 0.7941, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4506
[2025-05-11 14:58:48] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3594
[2025-05-11 14:58:48] (step=0006200) Train Loss: 1.0167, Train Steps/Sec: 1.50
[2025-05-11 14:59:54] (Generator) rec_loss: 0.0492, perceptual_loss: 0.4941, vq_loss: 0.0181, commit_loss: 0.0045, entropy_loss: 0.0000, codebook_usage: 0.7433, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3975
[2025-05-11 14:59:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3516
[2025-05-11 14:59:55] (step=0006300) Train Loss: 1.0035, Train Steps/Sec: 1.50
[2025-05-11 15:01:01] (Generator) rec_loss: 0.0568, perceptual_loss: 0.4805, vq_loss: 0.0193, commit_loss: 0.0048, entropy_loss: 0.0000, codebook_usage: 0.7179, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4345
[2025-05-11 15:01:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3125
[2025-05-11 15:01:01] (step=0006400) Train Loss: 1.0156, Train Steps/Sec: 1.50
[2025-05-11 15:02:07] (Generator) rec_loss: 0.0624, perceptual_loss: 0.4805, vq_loss: 0.0172, commit_loss: 0.0043, entropy_loss: 0.0000, codebook_usage: 0.7379, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4340
[2025-05-11 15:02:07] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3203
[2025-05-11 15:02:07] (step=0006500) Train Loss: 0.9996, Train Steps/Sec: 1.50
[2025-05-11 15:03:14] (Generator) rec_loss: 0.0548, perceptual_loss: 0.5234, vq_loss: 0.0193, commit_loss: 0.0048, entropy_loss: 0.0000, codebook_usage: 0.7515, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4348
[2025-05-11 15:03:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3125
[2025-05-11 15:03:14] (step=0006600) Train Loss: 1.0019, Train Steps/Sec: 1.50
[2025-05-11 15:04:20] (Generator) rec_loss: 0.0827, perceptual_loss: 0.5000, vq_loss: 0.0171, commit_loss: 0.0043, entropy_loss: 0.0000, codebook_usage: 0.7189, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4202
[2025-05-11 15:04:21] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3750, logits_fake: -1.3672
[2025-05-11 15:04:21] (step=0006700) Train Loss: 0.9975, Train Steps/Sec: 1.50
[2025-05-11 15:05:27] (Generator) rec_loss: 0.0449, perceptual_loss: 0.4707, vq_loss: 0.0184, commit_loss: 0.0046, entropy_loss: 0.0000, codebook_usage: 0.7808, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4333
[2025-05-11 15:05:27] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.3438
[2025-05-11 15:05:27] (step=0006800) Train Loss: 0.9914, Train Steps/Sec: 1.50
[2025-05-11 15:06:33] (Generator) rec_loss: 0.0338, perceptual_loss: 0.4824, vq_loss: 0.0186, commit_loss: 0.0047, entropy_loss: 0.0000, codebook_usage: 0.7374, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4433
[2025-05-11 15:06:34] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3281
[2025-05-11 15:06:34] (step=0006900) Train Loss: 0.9896, Train Steps/Sec: 1.50
[2025-05-11 15:07:40] (Generator) rec_loss: 0.0524, perceptual_loss: 0.5078, vq_loss: 0.0167, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.6589, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4592
[2025-05-11 15:07:40] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3594
[2025-05-11 15:07:40] (step=0007000) Train Loss: 0.9978, Train Steps/Sec: 1.50
[2025-05-11 15:08:46] (Generator) rec_loss: 0.0567, perceptual_loss: 0.4609, vq_loss: 0.0189, commit_loss: 0.0047, entropy_loss: 0.0000, codebook_usage: 0.7206, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4198
[2025-05-11 15:08:47] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3516
[2025-05-11 15:08:47] (step=0007100) Train Loss: 0.9869, Train Steps/Sec: 1.50
[2025-05-11 15:09:53] (Generator) rec_loss: 0.0497, perceptual_loss: 0.4648, vq_loss: 0.0179, commit_loss: 0.0045, entropy_loss: 0.0000, codebook_usage: 0.7393, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4364
[2025-05-11 15:09:53] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3516
[2025-05-11 15:09:53] (step=0007200) Train Loss: 1.0021, Train Steps/Sec: 1.50
[2025-05-11 15:10:59] (Generator) rec_loss: 0.0425, perceptual_loss: 0.4941, vq_loss: 0.0169, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.6690, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4362
[2025-05-11 15:11:00] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3281
[2025-05-11 15:11:00] (step=0007300) Train Loss: 0.9927, Train Steps/Sec: 1.50
[2025-05-11 15:12:06] (Generator) rec_loss: 0.0364, perceptual_loss: 0.4688, vq_loss: 0.0172, commit_loss: 0.0043, entropy_loss: 0.0000, codebook_usage: 0.6968, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4371
[2025-05-11 15:12:06] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.3359
[2025-05-11 15:12:06] (step=0007400) Train Loss: 0.9879, Train Steps/Sec: 1.50
[2025-05-11 15:13:12] (Generator) rec_loss: 0.0261, perceptual_loss: 0.4668, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7019, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4317
[2025-05-11 15:13:13] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3828, logits_fake: -1.3672
[2025-05-11 15:13:13] (step=0007500) Train Loss: 0.9863, Train Steps/Sec: 1.51
[2025-05-11 15:14:19] (Generator) rec_loss: 0.0222, perceptual_loss: 0.4512, vq_loss: 0.0168, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.6608, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4515
[2025-05-11 15:14:19] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3359
[2025-05-11 15:14:19] (step=0007600) Train Loss: 0.9886, Train Steps/Sec: 1.50
[2025-05-11 15:15:25] (Generator) rec_loss: 0.0415, perceptual_loss: 0.4512, vq_loss: 0.0161, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7107, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4280
[2025-05-11 15:15:26] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3281
[2025-05-11 15:15:26] (step=0007700) Train Loss: 0.9880, Train Steps/Sec: 1.50
[2025-05-11 15:16:32] (Generator) rec_loss: 0.0495, perceptual_loss: 0.4863, vq_loss: 0.0173, commit_loss: 0.0043, entropy_loss: 0.0000, codebook_usage: 0.7226, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4193
[2025-05-11 15:16:32] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3359
[2025-05-11 15:16:32] (step=0007800) Train Loss: 0.9871, Train Steps/Sec: 1.50
[2025-05-11 15:17:38] (Generator) rec_loss: 0.0449, perceptual_loss: 0.4805, vq_loss: 0.0161, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6338, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4392
[2025-05-11 15:17:39] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3359
[2025-05-11 15:17:39] (step=0007900) Train Loss: 0.9802, Train Steps/Sec: 1.50
[2025-05-11 15:18:45] (Generator) rec_loss: 0.0735, perceptual_loss: 0.5117, vq_loss: 0.0167, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.6582, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4675
[2025-05-11 15:18:45] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.3203
[2025-05-11 15:18:45] (step=0008000) Train Loss: 0.9745, Train Steps/Sec: 1.50
[2025-05-11 15:19:51] (Generator) rec_loss: 0.0486, perceptual_loss: 0.4688, vq_loss: 0.0180, commit_loss: 0.0045, entropy_loss: 0.0000, codebook_usage: 0.6658, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4370
[2025-05-11 15:19:52] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.2969
[2025-05-11 15:19:52] (step=0008100) Train Loss: 0.9850, Train Steps/Sec: 1.50
[2025-05-11 15:20:58] (Generator) rec_loss: 0.0525, perceptual_loss: 0.4980, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6393, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4790
[2025-05-11 15:20:58] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3594
[2025-05-11 15:20:58] (step=0008200) Train Loss: 0.9749, Train Steps/Sec: 1.50
[2025-05-11 15:22:04] (Generator) rec_loss: 0.0677, perceptual_loss: 0.4668, vq_loss: 0.0165, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6902, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4387
[2025-05-11 15:22:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3438
[2025-05-11 15:22:05] (step=0008300) Train Loss: 0.9786, Train Steps/Sec: 1.50
[2025-05-11 15:23:11] (Generator) rec_loss: 0.0806, perceptual_loss: 0.4883, vq_loss: 0.0170, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.6941, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4433
[2025-05-11 15:23:11] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3359
[2025-05-11 15:23:11] (step=0008400) Train Loss: 0.9708, Train Steps/Sec: 1.50
[2025-05-11 15:24:17] (Generator) rec_loss: 0.0630, perceptual_loss: 0.4805, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.6599, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4342
[2025-05-11 15:24:18] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3516
[2025-05-11 15:24:18] (step=0008500) Train Loss: 0.9701, Train Steps/Sec: 1.50
[2025-05-11 15:25:24] (Generator) rec_loss: 0.0362, perceptual_loss: 0.4512, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.5829, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4259
[2025-05-11 15:25:24] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3281
[2025-05-11 15:25:24] (step=0008600) Train Loss: 0.9707, Train Steps/Sec: 1.50
[2025-05-11 15:26:30] (Generator) rec_loss: 0.0688, perceptual_loss: 0.4727, vq_loss: 0.0171, commit_loss: 0.0043, entropy_loss: 0.0000, codebook_usage: 0.6984, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4357
[2025-05-11 15:26:31] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3672, logits_fake: -1.3750
[2025-05-11 15:26:31] (step=0008700) Train Loss: 0.9684, Train Steps/Sec: 1.50
[2025-05-11 15:27:37] (Generator) rec_loss: 0.0507, perceptual_loss: 0.4570, vq_loss: 0.0160, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6970, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4235
[2025-05-11 15:27:37] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3125, logits_fake: -1.3203
[2025-05-11 15:27:37] (step=0008800) Train Loss: 0.9616, Train Steps/Sec: 1.50
[2025-05-11 15:28:43] (Generator) rec_loss: 0.0572, perceptual_loss: 0.4746, vq_loss: 0.0189, commit_loss: 0.0047, entropy_loss: 0.0000, codebook_usage: 0.6533, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4621
[2025-05-11 15:28:44] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3438
[2025-05-11 15:28:44] (step=0008900) Train Loss: 0.9756, Train Steps/Sec: 1.50
[2025-05-11 15:29:50] (Generator) rec_loss: 0.0305, perceptual_loss: 0.4336, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.5978, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3769
[2025-05-11 15:29:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3438
[2025-05-11 15:29:51] (step=0009000) Train Loss: 0.9749, Train Steps/Sec: 1.50
[2025-05-11 15:30:57] (Generator) rec_loss: 0.0734, perceptual_loss: 0.4883, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.6249, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4075
[2025-05-11 15:30:57] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3750
[2025-05-11 15:30:57] (step=0009100) Train Loss: 0.9560, Train Steps/Sec: 1.50
[2025-05-11 15:32:03] (Generator) rec_loss: 0.0461, perceptual_loss: 0.4277, vq_loss: 0.0165, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.5845, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4181
[2025-05-11 15:32:04] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3594
[2025-05-11 15:32:04] (step=0009200) Train Loss: 0.9657, Train Steps/Sec: 1.50
[2025-05-11 15:33:10] (Generator) rec_loss: 0.0625, perceptual_loss: 0.4785, vq_loss: 0.0177, commit_loss: 0.0044, entropy_loss: 0.0000, codebook_usage: 0.6534, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4413
[2025-05-11 15:33:11] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3438
[2025-05-11 15:33:11] (step=0009300) Train Loss: 0.9689, Train Steps/Sec: 1.50
[2025-05-11 15:34:17] (Generator) rec_loss: 0.0531, perceptual_loss: 0.4570, vq_loss: 0.0166, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.6855, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3954
[2025-05-11 15:34:17] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3672
[2025-05-11 15:34:17] (step=0009400) Train Loss: 0.9569, Train Steps/Sec: 1.51
[2025-05-11 15:35:23] (Generator) rec_loss: 0.0626, perceptual_loss: 0.5156, vq_loss: 0.0130, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.6300, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4768
[2025-05-11 15:35:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3359
[2025-05-11 15:35:23] (step=0009500) Train Loss: 0.9600, Train Steps/Sec: 1.50
[2025-05-11 15:36:30] (Generator) rec_loss: 0.0724, perceptual_loss: 0.4551, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6430, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4283
[2025-05-11 15:36:30] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3672, logits_fake: -1.3594
[2025-05-11 15:36:30] (step=0009600) Train Loss: 0.9625, Train Steps/Sec: 1.50
[2025-05-11 15:37:36] (Generator) rec_loss: 0.0687, perceptual_loss: 0.4668, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.6159, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4422
[2025-05-11 15:37:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3125, logits_fake: -1.3359
[2025-05-11 15:37:36] (step=0009700) Train Loss: 0.9592, Train Steps/Sec: 1.50
[2025-05-11 15:38:43] (Generator) rec_loss: 0.0358, perceptual_loss: 0.4316, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6161, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4055
[2025-05-11 15:38:43] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3438
[2025-05-11 15:38:43] (step=0009800) Train Loss: 0.9578, Train Steps/Sec: 1.50
[2025-05-11 15:39:49] (Generator) rec_loss: 0.0388, perceptual_loss: 0.4375, vq_loss: 0.0169, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.6993, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4192
[2025-05-11 15:39:50] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3516
[2025-05-11 15:39:50] (step=0009900) Train Loss: 0.9545, Train Steps/Sec: 1.50
[2025-05-11 15:40:56] (Generator) rec_loss: 0.0778, perceptual_loss: 0.4668, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6567, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4200
[2025-05-11 15:40:56] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3828
[2025-05-11 15:40:56] (step=0010000) Train Loss: 0.9487, Train Steps/Sec: 1.50
[2025-05-11 15:41:00] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0010000.pt
[2025-05-11 15:42:06] (Generator) rec_loss: 0.0660, perceptual_loss: 0.4746, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6133, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4068
[2025-05-11 15:42:06] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3438
[2025-05-11 15:42:06] (step=0010100) Train Loss: 0.9503, Train Steps/Sec: 1.43
[2025-05-11 15:43:12] (Generator) rec_loss: 0.0357, perceptual_loss: 0.4082, vq_loss: 0.0161, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6267, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3837
[2025-05-11 15:43:13] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.2891, logits_fake: -1.3203
[2025-05-11 15:43:13] (step=0010200) Train Loss: 0.9465, Train Steps/Sec: 1.50
[2025-05-11 15:44:19] (Generator) rec_loss: 0.0494, perceptual_loss: 0.4922, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.5623, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4574
[2025-05-11 15:44:19] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3438
[2025-05-11 15:44:19] (step=0010300) Train Loss: 0.9484, Train Steps/Sec: 1.50
[2025-05-11 15:45:25] (Generator) rec_loss: 0.0384, perceptual_loss: 0.4199, vq_loss: 0.0169, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.6780, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3696
[2025-05-11 15:45:26] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3359
[2025-05-11 15:45:26] (step=0010400) Train Loss: 0.9462, Train Steps/Sec: 1.50
[2025-05-11 15:46:32] (Generator) rec_loss: 0.0542, perceptual_loss: 0.4727, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.5702, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4304
[2025-05-11 15:46:32] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3750, logits_fake: -1.3750
[2025-05-11 15:46:32] (step=0010500) Train Loss: 0.9346, Train Steps/Sec: 1.50
[2025-05-11 15:47:39] (Generator) rec_loss: 0.0264, perceptual_loss: 0.3965, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.6042, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4024
[2025-05-11 15:47:39] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3438
[2025-05-11 15:47:39] (step=0010600) Train Loss: 0.9390, Train Steps/Sec: 1.50
[2025-05-11 15:48:45] (Generator) rec_loss: 0.0625, perceptual_loss: 0.4668, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6109, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3907
[2025-05-11 15:48:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3672
[2025-05-11 15:48:46] (step=0010700) Train Loss: 0.9433, Train Steps/Sec: 1.50
[2025-05-11 15:49:52] (Generator) rec_loss: 0.0273, perceptual_loss: 0.4121, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6175, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3984
[2025-05-11 15:49:52] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3672
[2025-05-11 15:49:52] (step=0010800) Train Loss: 0.9428, Train Steps/Sec: 1.50
[2025-05-11 15:50:58] (Generator) rec_loss: 0.0658, perceptual_loss: 0.4551, vq_loss: 0.0170, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.6696, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4100
[2025-05-11 15:50:59] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3594
[2025-05-11 15:50:59] (step=0010900) Train Loss: 0.9368, Train Steps/Sec: 1.50
[2025-05-11 15:52:05] (Generator) rec_loss: 0.0473, perceptual_loss: 0.4648, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6249, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3810
[2025-05-11 15:52:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3438
[2025-05-11 15:52:05] (step=0011000) Train Loss: 0.9295, Train Steps/Sec: 1.50
[2025-05-11 15:53:11] (Generator) rec_loss: 0.0530, perceptual_loss: 0.4414, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.6441, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4119
[2025-05-11 15:53:12] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3203
[2025-05-11 15:53:12] (step=0011100) Train Loss: 0.9361, Train Steps/Sec: 1.50
[2025-05-11 15:54:18] (Generator) rec_loss: 0.0553, perceptual_loss: 0.3848, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.5693, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3550
[2025-05-11 15:54:18] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.3203
[2025-05-11 15:54:18] (step=0011200) Train Loss: 0.9371, Train Steps/Sec: 1.50
[2025-05-11 15:55:24] (Generator) rec_loss: 0.0477, perceptual_loss: 0.4648, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6376, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4484
[2025-05-11 15:55:25] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3203
[2025-05-11 15:55:25] (step=0011300) Train Loss: 0.9413, Train Steps/Sec: 1.50
[2025-05-11 15:56:31] (Generator) rec_loss: 0.0280, perceptual_loss: 0.3926, vq_loss: 0.0118, commit_loss: 0.0030, entropy_loss: 0.0000, codebook_usage: 0.5131, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3949
[2025-05-11 15:56:31] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3516
[2025-05-11 15:56:31] (step=0011400) Train Loss: 0.9370, Train Steps/Sec: 1.50
[2025-05-11 15:57:38] (Generator) rec_loss: 0.0523, perceptual_loss: 0.4551, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6246, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4448
[2025-05-11 15:57:38] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3438
[2025-05-11 15:57:38] (step=0011500) Train Loss: 0.9339, Train Steps/Sec: 1.50
[2025-05-11 15:58:44] (Generator) rec_loss: 0.0723, perceptual_loss: 0.4258, vq_loss: 0.0156, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6648, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4042
[2025-05-11 15:58:45] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.3438
[2025-05-11 15:58:45] (step=0011600) Train Loss: 0.9347, Train Steps/Sec: 1.50
[2025-05-11 15:59:51] (Generator) rec_loss: 0.0362, perceptual_loss: 0.4355, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.5680, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4373
[2025-05-11 15:59:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3516
[2025-05-11 15:59:51] (step=0011700) Train Loss: 0.9202, Train Steps/Sec: 1.50
[2025-05-11 16:00:57] (Generator) rec_loss: 0.0374, perceptual_loss: 0.4102, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6025, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3829
[2025-05-11 16:00:58] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3984, logits_fake: -1.3828
[2025-05-11 16:00:58] (step=0011800) Train Loss: 0.9211, Train Steps/Sec: 1.50
[2025-05-11 16:02:04] (Generator) rec_loss: 0.0439, perceptual_loss: 0.4375, vq_loss: 0.0116, commit_loss: 0.0029, entropy_loss: 0.0000, codebook_usage: 0.5974, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4333
[2025-05-11 16:02:04] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3594
[2025-05-11 16:02:04] (step=0011900) Train Loss: 0.9248, Train Steps/Sec: 1.50
[2025-05-11 16:03:10] (Generator) rec_loss: 0.0351, perceptual_loss: 0.4609, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6181, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4274
[2025-05-11 16:03:11] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3047, logits_fake: -1.2969
[2025-05-11 16:03:11] (step=0012000) Train Loss: 0.9236, Train Steps/Sec: 1.50
[2025-05-11 16:04:17] (Generator) rec_loss: 0.0613, perceptual_loss: 0.4902, vq_loss: 0.0114, commit_loss: 0.0029, entropy_loss: 0.0000, codebook_usage: 0.5603, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4628
[2025-05-11 16:04:17] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3828, logits_fake: -1.3672
[2025-05-11 16:04:17] (step=0012100) Train Loss: 0.9196, Train Steps/Sec: 1.50
[2025-05-11 16:05:23] (Generator) rec_loss: 0.0579, perceptual_loss: 0.4609, vq_loss: 0.0123, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.5447, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4257
[2025-05-11 16:05:24] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3359
[2025-05-11 16:05:24] (step=0012200) Train Loss: 0.9326, Train Steps/Sec: 1.50
[2025-05-11 16:06:30] (Generator) rec_loss: 0.0503, perceptual_loss: 0.4434, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.5667, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3911
[2025-05-11 16:06:30] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3125, logits_fake: -1.3203
[2025-05-11 16:06:30] (step=0012300) Train Loss: 0.9244, Train Steps/Sec: 1.50
[2025-05-11 16:07:36] (Generator) rec_loss: 0.0368, perceptual_loss: 0.4102, vq_loss: 0.0163, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6208, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3843
[2025-05-11 16:07:37] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3359
[2025-05-11 16:07:37] (step=0012400) Train Loss: 0.9229, Train Steps/Sec: 1.50
[2025-05-11 16:08:43] (Generator) rec_loss: 0.0380, perceptual_loss: 0.4160, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.5809, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4557
[2025-05-11 16:08:43] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3047, logits_fake: -1.3125
[2025-05-11 16:08:43] (step=0012500) Train Loss: 0.9224, Train Steps/Sec: 1.50
[2025-05-11 16:09:49] (Generator) rec_loss: 0.0315, perceptual_loss: 0.4219, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.5729, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4089
[2025-05-11 16:09:50] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3047, logits_fake: -1.2891
[2025-05-11 16:09:50] (step=0012600) Train Loss: 0.9186, Train Steps/Sec: 1.50
[2025-05-11 16:10:56] (Generator) rec_loss: 0.0518, perceptual_loss: 0.4160, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.5807, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3644
[2025-05-11 16:10:56] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3281
[2025-05-11 16:10:56] (step=0012700) Train Loss: 0.9119, Train Steps/Sec: 1.50
[2025-05-11 16:12:03] (Generator) rec_loss: 0.0343, perceptual_loss: 0.4141, vq_loss: 0.0130, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.5812, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4203
[2025-05-11 16:12:03] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3750, logits_fake: -1.3672
[2025-05-11 16:12:03] (step=0012800) Train Loss: 0.9126, Train Steps/Sec: 1.50
[2025-05-11 16:13:09] (Generator) rec_loss: 0.0471, perceptual_loss: 0.4570, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6159, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4229
[2025-05-11 16:13:10] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3672, logits_fake: -1.3438
[2025-05-11 16:13:10] (step=0012900) Train Loss: 0.9124, Train Steps/Sec: 1.50
[2025-05-11 16:14:16] (Generator) rec_loss: 0.0335, perceptual_loss: 0.4258, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.5510, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3942
[2025-05-11 16:14:16] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3125, logits_fake: -1.3281
[2025-05-11 16:14:16] (step=0013000) Train Loss: 0.9070, Train Steps/Sec: 1.50
[2025-05-11 16:15:22] (Generator) rec_loss: 0.0690, perceptual_loss: 0.4688, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6287, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4217
[2025-05-11 16:15:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3359
[2025-05-11 16:15:23] (step=0013100) Train Loss: 0.9226, Train Steps/Sec: 1.50
[2025-05-11 16:16:29] (Generator) rec_loss: 0.0421, perceptual_loss: 0.4746, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.5604, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4329
[2025-05-11 16:16:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3438
[2025-05-11 16:16:29] (step=0013200) Train Loss: 0.9139, Train Steps/Sec: 1.50
[2025-05-11 16:17:35] (Generator) rec_loss: 0.0493, perceptual_loss: 0.4648, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.5500, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4209
[2025-05-11 16:17:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3359
[2025-05-11 16:17:36] (step=0013300) Train Loss: 0.9021, Train Steps/Sec: 1.50
[2025-05-11 16:18:42] (Generator) rec_loss: 0.0376, perceptual_loss: 0.4062, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.5886, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3992
[2025-05-11 16:18:42] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3203
[2025-05-11 16:18:42] (step=0013400) Train Loss: 0.9138, Train Steps/Sec: 1.50
[2025-05-11 16:19:48] (Generator) rec_loss: 0.0841, perceptual_loss: 0.4473, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.6133, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3916
[2025-05-11 16:19:49] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3281
[2025-05-11 16:19:49] (step=0013500) Train Loss: 0.9070, Train Steps/Sec: 1.50
[2025-05-11 16:20:55] (Generator) rec_loss: 0.0329, perceptual_loss: 0.4082, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.5440, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3909
[2025-05-11 16:20:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.2812, logits_fake: -1.2500
[2025-05-11 16:20:55] (step=0013600) Train Loss: 0.8997, Train Steps/Sec: 1.50
[2025-05-11 16:22:02] (Generator) rec_loss: 0.0293, perceptual_loss: 0.4219, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6195, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3745
[2025-05-11 16:22:02] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.2969, logits_fake: -1.3047
[2025-05-11 16:22:02] (step=0013700) Train Loss: 0.9039, Train Steps/Sec: 1.50
[2025-05-11 16:23:08] (Generator) rec_loss: 0.0727, perceptual_loss: 0.4434, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.5934, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4121
[2025-05-11 16:23:09] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3047, logits_fake: -1.3047
[2025-05-11 16:23:09] (step=0013800) Train Loss: 0.9105, Train Steps/Sec: 1.50
[2025-05-11 16:24:15] (Generator) rec_loss: 0.0371, perceptual_loss: 0.4004, vq_loss: 0.0107, commit_loss: 0.0027, entropy_loss: 0.0000, codebook_usage: 0.5714, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4306
[2025-05-11 16:24:15] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3359
[2025-05-11 16:24:15] (step=0013900) Train Loss: 0.9104, Train Steps/Sec: 1.50
[2025-05-11 16:25:21] (Generator) rec_loss: 0.0472, perceptual_loss: 0.4688, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.6306, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4191
[2025-05-11 16:25:22] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3516
[2025-05-11 16:25:22] (step=0014000) Train Loss: 0.9099, Train Steps/Sec: 1.50
[2025-05-11 16:26:28] (Generator) rec_loss: 0.0369, perceptual_loss: 0.4062, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.5549, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3896
[2025-05-11 16:26:28] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3516
[2025-05-11 16:26:28] (step=0014100) Train Loss: 0.9031, Train Steps/Sec: 1.50
[2025-05-11 16:27:34] (Generator) rec_loss: 0.0430, perceptual_loss: 0.4180, vq_loss: 0.0125, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.5741, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4049
[2025-05-11 16:27:35] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3047
[2025-05-11 16:27:35] (step=0014200) Train Loss: 0.9067, Train Steps/Sec: 1.50
[2025-05-11 16:28:41] (Generator) rec_loss: 0.0322, perceptual_loss: 0.4043, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6001, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3783
[2025-05-11 16:28:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3359
[2025-05-11 16:28:41] (step=0014300) Train Loss: 0.8901, Train Steps/Sec: 1.50
[2025-05-11 16:29:47] (Generator) rec_loss: 0.0342, perceptual_loss: 0.4004, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6011, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3961
[2025-05-11 16:29:48] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3906, logits_fake: -1.3984
[2025-05-11 16:29:48] (step=0014400) Train Loss: 0.9078, Train Steps/Sec: 1.50
[2025-05-11 16:30:54] (Generator) rec_loss: 0.0529, perceptual_loss: 0.4258, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6101, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4008
[2025-05-11 16:30:54] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3125
[2025-05-11 16:30:54] (step=0014500) Train Loss: 0.8968, Train Steps/Sec: 1.50
[2025-05-11 16:32:01] (Generator) rec_loss: 0.0299, perceptual_loss: 0.4238, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.5769, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4246
[2025-05-11 16:32:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3281
[2025-05-11 16:32:01] (step=0014600) Train Loss: 0.9107, Train Steps/Sec: 1.50
[2025-05-11 16:33:07] (Generator) rec_loss: 0.0440, perceptual_loss: 0.4473, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.6406, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4294
[2025-05-11 16:33:08] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.2891, logits_fake: -1.3125
[2025-05-11 16:33:08] (step=0014700) Train Loss: 0.8849, Train Steps/Sec: 1.50
[2025-05-11 16:34:14] (Generator) rec_loss: 0.0315, perceptual_loss: 0.4395, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.5837, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4285
[2025-05-11 16:34:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3516
[2025-05-11 16:34:14] (step=0014800) Train Loss: 0.8853, Train Steps/Sec: 1.50
[2025-05-11 16:35:20] (Generator) rec_loss: 0.0345, perceptual_loss: 0.4199, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6262, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3902
[2025-05-11 16:35:21] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3750
[2025-05-11 16:35:21] (step=0014900) Train Loss: 0.9006, Train Steps/Sec: 1.50
[2025-05-11 16:36:27] (Generator) rec_loss: 0.0548, perceptual_loss: 0.4336, vq_loss: 0.0162, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6199, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4151
[2025-05-11 16:36:27] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3594
[2025-05-11 16:36:27] (step=0015000) Train Loss: 0.8849, Train Steps/Sec: 1.50
[2025-05-11 16:36:31] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0015000.pt
[2025-05-11 16:37:37] (Generator) rec_loss: 0.0318, perceptual_loss: 0.4043, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6165, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3999
[2025-05-11 16:37:37] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3125, logits_fake: -1.3281
[2025-05-11 16:37:37] (step=0015100) Train Loss: 0.8837, Train Steps/Sec: 1.43
[2025-05-11 16:38:43] (Generator) rec_loss: 0.0654, perceptual_loss: 0.4414, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.5589, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3923
[2025-05-11 16:38:44] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3359
[2025-05-11 16:38:44] (step=0015200) Train Loss: 0.8958, Train Steps/Sec: 1.50
[2025-05-11 16:39:50] (Generator) rec_loss: 0.0488, perceptual_loss: 0.3887, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.5778, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3615
[2025-05-11 16:39:50] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.3047
[2025-05-11 16:39:50] (step=0015300) Train Loss: 0.8838, Train Steps/Sec: 1.50
[2025-05-11 16:40:56] (Generator) rec_loss: 0.0370, perceptual_loss: 0.4004, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.6088, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3486
[2025-05-11 16:40:57] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3047, logits_fake: -1.3359
[2025-05-11 16:40:57] (step=0015400) Train Loss: 0.8923, Train Steps/Sec: 1.50
[2025-05-11 16:42:03] (Generator) rec_loss: 0.0352, perceptual_loss: 0.4219, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.5611, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3845
[2025-05-11 16:42:03] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3359
[2025-05-11 16:42:03] (step=0015500) Train Loss: 0.8851, Train Steps/Sec: 1.50
[2025-05-11 16:43:09] (Generator) rec_loss: 0.0561, perceptual_loss: 0.4199, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.6116, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3957
[2025-05-11 16:43:10] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3047, logits_fake: -1.3203
[2025-05-11 16:43:10] (step=0015600) Train Loss: 0.8856, Train Steps/Sec: 1.50
[2025-05-11 16:44:16] (Generator) rec_loss: 0.0574, perceptual_loss: 0.4238, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.5780, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3848
[2025-05-11 16:44:16] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3750, logits_fake: -1.3750
[2025-05-11 16:44:16] (step=0015700) Train Loss: 0.8923, Train Steps/Sec: 1.50
[2025-05-11 16:45:22] (Generator) rec_loss: 0.0591, perceptual_loss: 0.4551, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.5775, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4111
[2025-05-11 16:45:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3516
[2025-05-11 16:45:23] (step=0015800) Train Loss: 0.8846, Train Steps/Sec: 1.50
[2025-05-11 16:46:29] (Generator) rec_loss: 0.0473, perceptual_loss: 0.4473, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6413, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3886
[2025-05-11 16:46:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3203
[2025-05-11 16:46:29] (step=0015900) Train Loss: 0.8845, Train Steps/Sec: 1.50
[2025-05-11 16:47:35] (Generator) rec_loss: 0.0633, perceptual_loss: 0.4453, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6202, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3711
[2025-05-11 16:47:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3594
[2025-05-11 16:47:36] (step=0016000) Train Loss: 0.8839, Train Steps/Sec: 1.50
[2025-05-11 16:48:42] (Generator) rec_loss: 0.0393, perceptual_loss: 0.4160, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6389, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4057
[2025-05-11 16:48:42] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3125, logits_fake: -1.3125
[2025-05-11 16:48:42] (step=0016100) Train Loss: 0.8807, Train Steps/Sec: 1.50
[2025-05-11 16:49:48] (Generator) rec_loss: 0.0448, perceptual_loss: 0.4004, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.5802, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3991
[2025-05-11 16:49:49] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3359
[2025-05-11 16:49:49] (step=0016200) Train Loss: 0.8840, Train Steps/Sec: 1.50
[2025-05-11 16:50:55] (Generator) rec_loss: 0.0604, perceptual_loss: 0.4434, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.5538, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3864
[2025-05-11 16:50:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3125, logits_fake: -1.3125
[2025-05-11 16:50:55] (step=0016300) Train Loss: 0.8729, Train Steps/Sec: 1.50
[2025-05-11 16:52:01] (Generator) rec_loss: 0.0523, perceptual_loss: 0.4062, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6109, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3802
[2025-05-11 16:52:02] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3750, logits_fake: -1.3828
[2025-05-11 16:52:02] (step=0016400) Train Loss: 0.8756, Train Steps/Sec: 1.50
[2025-05-11 16:53:08] (Generator) rec_loss: 0.0489, perceptual_loss: 0.4316, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.5753, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3912
[2025-05-11 16:53:08] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3438
[2025-05-11 16:53:08] (step=0016500) Train Loss: 0.8763, Train Steps/Sec: 1.50
[2025-05-11 16:54:15] (Generator) rec_loss: 0.0720, perceptual_loss: 0.4453, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.6299, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4063
[2025-05-11 16:54:15] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3359
[2025-05-11 16:54:15] (step=0016600) Train Loss: 0.8814, Train Steps/Sec: 1.50
[2025-05-11 16:55:21] (Generator) rec_loss: 0.0558, perceptual_loss: 0.4395, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6268, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4119
[2025-05-11 16:55:22] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3438
[2025-05-11 16:55:22] (step=0016700) Train Loss: 0.8676, Train Steps/Sec: 1.50
[2025-05-11 16:56:28] (Generator) rec_loss: 0.0480, perceptual_loss: 0.4082, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6125, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3854
[2025-05-11 16:56:28] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3594
[2025-05-11 16:56:28] (step=0016800) Train Loss: 0.8755, Train Steps/Sec: 1.50
[2025-05-11 16:57:34] (Generator) rec_loss: 0.0434, perceptual_loss: 0.3926, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.6095, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4090
[2025-05-11 16:57:35] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3594
[2025-05-11 16:57:35] (step=0016900) Train Loss: 0.8837, Train Steps/Sec: 1.50
[2025-05-11 16:58:41] (Generator) rec_loss: 0.0450, perceptual_loss: 0.3906, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6207, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3780
[2025-05-11 16:58:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.3047
[2025-05-11 16:58:41] (step=0017000) Train Loss: 0.8681, Train Steps/Sec: 1.50
[2025-05-11 16:59:47] (Generator) rec_loss: 0.0492, perceptual_loss: 0.4023, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6206, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3938
[2025-05-11 16:59:48] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3281
[2025-05-11 16:59:48] (step=0017100) Train Loss: 0.8690, Train Steps/Sec: 1.50
[2025-05-11 17:00:54] (Generator) rec_loss: 0.0595, perceptual_loss: 0.4375, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6439, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4148
[2025-05-11 17:00:54] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3281
[2025-05-11 17:00:54] (step=0017200) Train Loss: 0.8642, Train Steps/Sec: 1.50
[2025-05-11 17:02:00] (Generator) rec_loss: 0.0256, perceptual_loss: 0.3984, vq_loss: 0.0170, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.5885, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4303
[2025-05-11 17:02:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.3359
[2025-05-11 17:02:01] (step=0017300) Train Loss: 0.8689, Train Steps/Sec: 1.50
[2025-05-11 17:03:07] (Generator) rec_loss: 0.0481, perceptual_loss: 0.4238, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6406, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4340
[2025-05-11 17:03:07] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3594
[2025-05-11 17:03:07] (step=0017400) Train Loss: 0.8698, Train Steps/Sec: 1.50
[2025-05-11 17:04:13] (Generator) rec_loss: 0.0371, perceptual_loss: 0.3945, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.5848, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3865
[2025-05-11 17:04:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3047, logits_fake: -1.3281
[2025-05-11 17:04:14] (step=0017500) Train Loss: 0.8721, Train Steps/Sec: 1.50
[2025-05-11 17:05:20] (Generator) rec_loss: 0.0411, perceptual_loss: 0.3516, vq_loss: 0.0161, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6216, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3398
[2025-05-11 17:05:20] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3125, logits_fake: -1.3125
[2025-05-11 17:05:20] (step=0017600) Train Loss: 0.8637, Train Steps/Sec: 1.50
[2025-05-11 17:06:27] (Generator) rec_loss: 0.0526, perceptual_loss: 0.4648, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.5815, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4121
[2025-05-11 17:06:27] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3438
[2025-05-11 17:06:27] (step=0017700) Train Loss: 0.8668, Train Steps/Sec: 1.50
[2025-05-11 17:07:33] (Generator) rec_loss: 0.0399, perceptual_loss: 0.3965, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6108, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4098
[2025-05-11 17:07:33] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3672
[2025-05-11 17:07:33] (step=0017800) Train Loss: 0.8766, Train Steps/Sec: 1.50
[2025-05-11 17:08:40] (Generator) rec_loss: 0.0641, perceptual_loss: 0.4219, vq_loss: 0.0160, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6137, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3920
[2025-05-11 17:08:40] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3750, logits_fake: -1.3828
[2025-05-11 17:08:40] (step=0017900) Train Loss: 0.8644, Train Steps/Sec: 1.50
[2025-05-11 17:09:46] (Generator) rec_loss: 0.0314, perceptual_loss: 0.3555, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6188, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3892
[2025-05-11 17:09:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3594
[2025-05-11 17:09:46] (step=0018000) Train Loss: 0.8675, Train Steps/Sec: 1.50
[2025-05-11 17:10:53] (Generator) rec_loss: 0.0398, perceptual_loss: 0.3965, vq_loss: 0.0171, commit_loss: 0.0043, entropy_loss: 0.0000, codebook_usage: 0.6615, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3882
[2025-05-11 17:10:53] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3281
[2025-05-11 17:10:53] (step=0018100) Train Loss: 0.8705, Train Steps/Sec: 1.50
[2025-05-11 17:11:59] (Generator) rec_loss: 0.0197, perceptual_loss: 0.3867, vq_loss: 0.0125, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.5884, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3704
[2025-05-11 17:11:59] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3203
[2025-05-11 17:12:00] (step=0018200) Train Loss: 0.8604, Train Steps/Sec: 1.50
[2025-05-11 17:13:06] (Generator) rec_loss: 0.0309, perceptual_loss: 0.3887, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.6346, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3585
[2025-05-11 17:13:06] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3125, logits_fake: -1.3359
[2025-05-11 17:13:06] (step=0018300) Train Loss: 0.8564, Train Steps/Sec: 1.50
[2025-05-11 17:14:12] (Generator) rec_loss: 0.0564, perceptual_loss: 0.4316, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.5887, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3984
[2025-05-11 17:14:13] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3281
[2025-05-11 17:14:13] (step=0018400) Train Loss: 0.8638, Train Steps/Sec: 1.50
[2025-05-11 17:15:19] (Generator) rec_loss: 0.0425, perceptual_loss: 0.3750, vq_loss: 0.0161, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6518, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3915
[2025-05-11 17:15:19] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.3438
[2025-05-11 17:15:19] (step=0018500) Train Loss: 0.8579, Train Steps/Sec: 1.50
[2025-05-11 17:16:25] (Generator) rec_loss: 0.0681, perceptual_loss: 0.4062, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6294, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3969
[2025-05-11 17:16:26] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3516, logits_fake: -1.3594
[2025-05-11 17:16:26] (step=0018600) Train Loss: 0.8656, Train Steps/Sec: 1.50
[2025-05-11 17:17:32] (Generator) rec_loss: 0.0192, perceptual_loss: 0.3535, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.6121, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3906
[2025-05-11 17:17:32] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.3125
[2025-05-11 17:17:32] (step=0018700) Train Loss: 0.8631, Train Steps/Sec: 1.50
[2025-05-11 17:18:38] (Generator) rec_loss: 0.0360, perceptual_loss: 0.3848, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.6221, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3656
[2025-05-11 17:18:39] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3516
[2025-05-11 17:18:39] (step=0018800) Train Loss: 0.8619, Train Steps/Sec: 1.50
[2025-05-11 17:19:45] (Generator) rec_loss: 0.0657, perceptual_loss: 0.4297, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.6217, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4334
[2025-05-11 17:19:45] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3516
[2025-05-11 17:19:45] (step=0018900) Train Loss: 0.8476, Train Steps/Sec: 1.50
[2025-05-11 17:20:51] (Generator) rec_loss: 0.0258, perceptual_loss: 0.3633, vq_loss: 0.0165, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6185, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3756
[2025-05-11 17:20:52] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.2969, logits_fake: -1.2969
[2025-05-11 17:20:52] (step=0019000) Train Loss: 0.8608, Train Steps/Sec: 1.50
[2025-05-11 17:21:58] (Generator) rec_loss: 0.0341, perceptual_loss: 0.3359, vq_loss: 0.0169, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.6223, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3323
[2025-05-11 17:21:58] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3516
[2025-05-11 17:21:58] (step=0019100) Train Loss: 0.8544, Train Steps/Sec: 1.50
[2025-05-11 17:23:04] (Generator) rec_loss: 0.0220, perceptual_loss: 0.3750, vq_loss: 0.0164, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6622, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3666
[2025-05-11 17:23:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3672, logits_fake: -1.3672
[2025-05-11 17:23:05] (step=0019200) Train Loss: 0.8604, Train Steps/Sec: 1.50
[2025-05-11 17:24:11] (Generator) rec_loss: 0.0404, perceptual_loss: 0.4023, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.6191, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3926
[2025-05-11 17:24:12] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3281, logits_fake: -1.3359
[2025-05-11 17:24:12] (step=0019300) Train Loss: 0.8496, Train Steps/Sec: 1.50
[2025-05-11 17:25:18] (Generator) rec_loss: 0.0583, perceptual_loss: 0.3965, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6361, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4066
[2025-05-11 17:25:18] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3594, logits_fake: -1.3594
[2025-05-11 17:25:18] (step=0019400) Train Loss: 0.8492, Train Steps/Sec: 1.50
[2025-05-11 17:26:24] (Generator) rec_loss: 0.0897, perceptual_loss: 0.4297, vq_loss: 0.0123, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.6350, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4173
[2025-05-11 17:26:25] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.3047
[2025-05-11 17:26:25] (step=0019500) Train Loss: 0.8506, Train Steps/Sec: 1.50
[2025-05-11 17:27:31] (Generator) rec_loss: 0.0336, perceptual_loss: 0.3945, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6173, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3699
[2025-05-11 17:27:31] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3125, logits_fake: -1.3203
[2025-05-11 17:27:31] (step=0019600) Train Loss: 0.8435, Train Steps/Sec: 1.50
[2025-05-11 17:28:37] (Generator) rec_loss: 0.0385, perceptual_loss: 0.4043, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.6358, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.4164
[2025-05-11 17:28:38] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3359, logits_fake: -1.3516
[2025-05-11 17:28:38] (step=0019700) Train Loss: 0.8563, Train Steps/Sec: 1.50
[2025-05-11 17:29:44] (Generator) rec_loss: 0.0534, perceptual_loss: 0.3828, vq_loss: 0.0163, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6201, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3625
[2025-05-11 17:29:44] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3438, logits_fake: -1.3359
[2025-05-11 17:29:44] (step=0019800) Train Loss: 0.8441, Train Steps/Sec: 1.50
[2025-05-11 17:30:50] (Generator) rec_loss: 0.0404, perceptual_loss: 0.3828, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.5856, generator_adv_loss: 0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.3874
[2025-05-11 17:30:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: -1.3203, logits_fake: -1.3438
[2025-05-11 17:30:51] (step=0019900) Train Loss: 0.8666, Train Steps/Sec: 1.50
[2025-05-11 17:31:57] (Generator) rec_loss: 0.0486, perceptual_loss: 0.4180, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.6523, generator_adv_loss: 0.6758, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4295
[2025-05-11 17:31:57] (Discriminator) discriminator_adv_loss: 0.6562, disc_weight: 0.5000, logits_real: -1.3594, logits_fake: -1.3516
[2025-05-11 17:31:57] (step=0020000) Train Loss: 0.8599, Train Steps/Sec: 1.50
[2025-05-11 17:32:01] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0020000.pt
[2025-05-11 17:33:07] (Generator) rec_loss: 0.0910, perceptual_loss: 0.4844, vq_loss: 0.0163, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6739, generator_adv_loss: -0.0767, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4403
[2025-05-11 17:33:08] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1650, logits_fake: 0.1533
[2025-05-11 17:33:08] (step=0020100) Train Loss: 1.4346, Train Steps/Sec: 1.43
[2025-05-11 17:34:14] (Generator) rec_loss: 0.0606, perceptual_loss: 0.4668, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6472, generator_adv_loss: -0.0069, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4288
[2025-05-11 17:34:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0160, logits_fake: 0.0139
[2025-05-11 17:34:14] (step=0020200) Train Loss: 1.4664, Train Steps/Sec: 1.50
[2025-05-11 17:35:20] (Generator) rec_loss: 0.0759, perceptual_loss: 0.4473, vq_loss: 0.0158, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6571, generator_adv_loss: -0.0703, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4293
[2025-05-11 17:35:21] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1680, logits_fake: 0.1406
[2025-05-11 17:35:21] (step=0020300) Train Loss: 1.4737, Train Steps/Sec: 1.50
[2025-05-11 17:36:27] (Generator) rec_loss: 0.0465, perceptual_loss: 0.4043, vq_loss: 0.0169, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.6516, generator_adv_loss: 0.0442, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4199
[2025-05-11 17:36:27] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0806, logits_fake: -0.0884
[2025-05-11 17:36:27] (step=0020400) Train Loss: 1.4524, Train Steps/Sec: 1.50
[2025-05-11 17:37:33] (Generator) rec_loss: 0.0948, perceptual_loss: 0.4258, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6430, generator_adv_loss: -0.1348, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3830
[2025-05-11 17:37:34] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.2393, logits_fake: 0.2695
[2025-05-11 17:37:34] (step=0020500) Train Loss: 1.4453, Train Steps/Sec: 1.50
[2025-05-11 17:38:40] (Generator) rec_loss: 0.0565, perceptual_loss: 0.4004, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.6087, generator_adv_loss: 0.0177, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3831
[2025-05-11 17:38:40] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.0977, logits_fake: -0.0354
[2025-05-11 17:38:40] (step=0020600) Train Loss: 1.4416, Train Steps/Sec: 1.50
[2025-05-11 17:39:46] (Generator) rec_loss: 0.1126, perceptual_loss: 0.4434, vq_loss: 0.0162, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6436, generator_adv_loss: -0.0020, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4069
[2025-05-11 17:39:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0051, logits_fake: 0.0041
[2025-05-11 17:39:47] (step=0020700) Train Loss: 1.4664, Train Steps/Sec: 1.50
[2025-05-11 17:40:53] (Generator) rec_loss: 0.0617, perceptual_loss: 0.4297, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.6199, generator_adv_loss: 0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4387
[2025-05-11 17:40:53] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1021, logits_fake: -0.1118
[2025-05-11 17:40:53] (step=0020800) Train Loss: 1.4377, Train Steps/Sec: 1.50
[2025-05-11 17:41:59] (Generator) rec_loss: 0.0528, perceptual_loss: 0.4258, vq_loss: 0.0163, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6346, generator_adv_loss: 0.2139, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4397
[2025-05-11 17:42:00] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.4336, logits_fake: -0.4277
[2025-05-11 17:42:00] (step=0020900) Train Loss: 1.4609, Train Steps/Sec: 1.50
[2025-05-11 17:43:06] (Generator) rec_loss: 0.0380, perceptual_loss: 0.3711, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.5919, generator_adv_loss: -0.0466, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3819
[2025-05-11 17:43:06] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1060, logits_fake: 0.0933
[2025-05-11 17:43:06] (step=0021000) Train Loss: 1.4460, Train Steps/Sec: 1.50
[2025-05-11 17:44:13] (Generator) rec_loss: 0.0785, perceptual_loss: 0.3926, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.6230, generator_adv_loss: 0.2100, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3890
[2025-05-11 17:44:13] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.3965, logits_fake: -0.4199
[2025-05-11 17:44:13] (step=0021100) Train Loss: 1.4634, Train Steps/Sec: 1.50
[2025-05-11 17:45:19] (Generator) rec_loss: 0.0631, perceptual_loss: 0.4258, vq_loss: 0.0175, commit_loss: 0.0044, entropy_loss: 0.0000, codebook_usage: 0.6570, generator_adv_loss: 0.1768, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4073
[2025-05-11 17:45:19] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: -0.3164, logits_fake: -0.3535
[2025-05-11 17:45:19] (step=0021200) Train Loss: 1.4313, Train Steps/Sec: 1.50
[2025-05-11 17:46:26] (Generator) rec_loss: 0.0635, perceptual_loss: 0.4727, vq_loss: 0.0174, commit_loss: 0.0044, entropy_loss: 0.0000, codebook_usage: 0.6856, generator_adv_loss: 0.0168, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4323
[2025-05-11 17:46:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0374, logits_fake: -0.0337
[2025-05-11 17:46:26] (step=0021300) Train Loss: 1.4498, Train Steps/Sec: 1.50
[2025-05-11 17:47:32] (Generator) rec_loss: 0.0700, perceptual_loss: 0.4375, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6783, generator_adv_loss: 0.1582, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3993
[2025-05-11 17:47:33] (Discriminator) discriminator_adv_loss: 0.4844, disc_weight: 0.5000, logits_real: -0.2578, logits_fake: -0.3164
[2025-05-11 17:47:33] (step=0021400) Train Loss: 1.4224, Train Steps/Sec: 1.50
[2025-05-11 17:48:39] (Generator) rec_loss: 0.0678, perceptual_loss: 0.4238, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6644, generator_adv_loss: 0.0527, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3852
[2025-05-11 17:48:39] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1196, logits_fake: -0.1055
[2025-05-11 17:48:39] (step=0021500) Train Loss: 1.4529, Train Steps/Sec: 1.51
[2025-05-11 17:49:45] (Generator) rec_loss: 0.1049, perceptual_loss: 0.4980, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6917, generator_adv_loss: -0.0300, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4511
[2025-05-11 17:49:45] (Discriminator) discriminator_adv_loss: 0.4805, disc_weight: 0.5000, logits_real: 0.1396, logits_fake: 0.0601
[2025-05-11 17:49:45] (step=0021600) Train Loss: 1.4809, Train Steps/Sec: 1.50
[2025-05-11 17:50:52] (Generator) rec_loss: 0.0841, perceptual_loss: 0.4277, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6286, generator_adv_loss: -0.1416, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4025
[2025-05-11 17:50:52] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.3320, logits_fake: 0.2832
[2025-05-11 17:50:52] (step=0021700) Train Loss: 1.4440, Train Steps/Sec: 1.50
[2025-05-11 17:51:58] (Generator) rec_loss: 0.0556, perceptual_loss: 0.4473, vq_loss: 0.0171, commit_loss: 0.0043, entropy_loss: 0.0000, codebook_usage: 0.6639, generator_adv_loss: -0.0422, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4239
[2025-05-11 17:51:59] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1074, logits_fake: 0.0845
[2025-05-11 17:51:59] (step=0021800) Train Loss: 1.4529, Train Steps/Sec: 1.50
[2025-05-11 17:53:05] (Generator) rec_loss: 0.0918, perceptual_loss: 0.3945, vq_loss: 0.0163, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6800, generator_adv_loss: 0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3684
[2025-05-11 17:53:05] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.1348, logits_fake: -0.0776
[2025-05-11 17:53:05] (step=0021900) Train Loss: 1.4243, Train Steps/Sec: 1.50
[2025-05-11 17:54:11] (Generator) rec_loss: 0.0572, perceptual_loss: 0.4473, vq_loss: 0.0180, commit_loss: 0.0045, entropy_loss: 0.0000, codebook_usage: 0.6669, generator_adv_loss: -0.1260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3967
[2025-05-11 17:54:12] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.2119, logits_fake: 0.2520
[2025-05-11 17:54:12] (step=0022000) Train Loss: 1.4296, Train Steps/Sec: 1.50
[2025-05-11 17:55:18] (Generator) rec_loss: 0.0492, perceptual_loss: 0.3789, vq_loss: 0.0165, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6816, generator_adv_loss: 0.0267, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4156
[2025-05-11 17:55:18] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0374, logits_fake: -0.0535
[2025-05-11 17:55:18] (step=0022100) Train Loss: 1.4427, Train Steps/Sec: 1.50
[2025-05-11 17:56:24] (Generator) rec_loss: 0.0496, perceptual_loss: 0.3828, vq_loss: 0.0162, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6810, generator_adv_loss: -0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3902
[2025-05-11 17:56:25] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0552, logits_fake: 0.0776
[2025-05-11 17:56:25] (step=0022200) Train Loss: 1.4007, Train Steps/Sec: 1.50
[2025-05-11 17:57:31] (Generator) rec_loss: 0.0618, perceptual_loss: 0.4414, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6625, generator_adv_loss: -0.0742, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4419
[2025-05-11 17:57:31] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.1030, logits_fake: 0.1484
[2025-05-11 17:57:31] (step=0022300) Train Loss: 1.4112, Train Steps/Sec: 1.50
[2025-05-11 17:58:37] (Generator) rec_loss: 0.0839, perceptual_loss: 0.3887, vq_loss: 0.0178, commit_loss: 0.0044, entropy_loss: 0.0000, codebook_usage: 0.6425, generator_adv_loss: 0.2285, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4035
[2025-05-11 17:58:38] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.4219, logits_fake: -0.4570
[2025-05-11 17:58:38] (step=0022400) Train Loss: 1.4383, Train Steps/Sec: 1.50
[2025-05-11 17:59:44] (Generator) rec_loss: 0.0690, perceptual_loss: 0.4453, vq_loss: 0.0160, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6659, generator_adv_loss: -0.0525, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4122
[2025-05-11 17:59:44] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.1260, logits_fake: 0.1050
[2025-05-11 17:59:44] (step=0022500) Train Loss: 1.4099, Train Steps/Sec: 1.50
[2025-05-11 18:00:50] (Generator) rec_loss: 0.0712, perceptual_loss: 0.4453, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.6473, generator_adv_loss: -0.2031, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4463
[2025-05-11 18:00:51] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.3516, logits_fake: 0.4062
[2025-05-11 18:00:51] (step=0022600) Train Loss: 1.4275, Train Steps/Sec: 1.50
[2025-05-11 18:01:57] (Generator) rec_loss: 0.0538, perceptual_loss: 0.4316, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6318, generator_adv_loss: -0.2793, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4025
[2025-05-11 18:01:57] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.5859, logits_fake: 0.5586
[2025-05-11 18:01:57] (step=0022700) Train Loss: 1.4220, Train Steps/Sec: 1.50
[2025-05-11 18:03:03] (Generator) rec_loss: 0.0650, perceptual_loss: 0.4258, vq_loss: 0.0160, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6472, generator_adv_loss: 0.0481, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3951
[2025-05-11 18:03:04] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.1533, logits_fake: -0.0962
[2025-05-11 18:03:04] (step=0022800) Train Loss: 1.4220, Train Steps/Sec: 1.50
[2025-05-11 18:04:10] (Generator) rec_loss: 0.0539, perceptual_loss: 0.4473, vq_loss: 0.0180, commit_loss: 0.0045, entropy_loss: 0.0000, codebook_usage: 0.6842, generator_adv_loss: 0.0664, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4380
[2025-05-11 18:04:10] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.1328
[2025-05-11 18:04:10] (step=0022900) Train Loss: 1.4587, Train Steps/Sec: 1.50
[2025-05-11 18:05:17] (Generator) rec_loss: 0.0697, perceptual_loss: 0.4277, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6982, generator_adv_loss: 0.0525, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4298
[2025-05-11 18:05:17] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0840, logits_fake: -0.1050
[2025-05-11 18:05:17] (step=0023000) Train Loss: 1.4357, Train Steps/Sec: 1.50
[2025-05-11 18:06:23] (Generator) rec_loss: 0.0720, perceptual_loss: 0.4023, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.6594, generator_adv_loss: -0.1416, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3715
[2025-05-11 18:06:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2793, logits_fake: 0.2832
[2025-05-11 18:06:24] (step=0023100) Train Loss: 1.4166, Train Steps/Sec: 1.50
[2025-05-11 18:07:30] (Generator) rec_loss: 0.0963, perceptual_loss: 0.4160, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6747, generator_adv_loss: -0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4092
[2025-05-11 18:07:30] (Discriminator) discriminator_adv_loss: 0.4863, disc_weight: 0.5000, logits_real: 0.2021, logits_fake: 0.1416
[2025-05-11 18:07:30] (step=0023200) Train Loss: 1.4697, Train Steps/Sec: 1.50
[2025-05-11 18:08:36] (Generator) rec_loss: 0.0686, perceptual_loss: 0.4570, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.6521, generator_adv_loss: -0.1182, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4138
[2025-05-11 18:08:37] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.2656, logits_fake: 0.2363
[2025-05-11 18:08:37] (step=0023300) Train Loss: 1.4357, Train Steps/Sec: 1.50
[2025-05-11 18:09:11] Beginning epoch 1...
[2025-05-11 18:09:43] (Generator) rec_loss: 0.0603, perceptual_loss: 0.4297, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6814, generator_adv_loss: 0.0143, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4342
[2025-05-11 18:09:43] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0172, logits_fake: -0.0287
[2025-05-11 18:09:43] (step=0023400) Train Loss: 1.4584, Train Steps/Sec: 1.50
[2025-05-11 18:10:49] (Generator) rec_loss: 0.0580, perceptual_loss: 0.4453, vq_loss: 0.0120, commit_loss: 0.0030, entropy_loss: 0.0000, codebook_usage: 0.6693, generator_adv_loss: -0.0272, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4659
[2025-05-11 18:10:50] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0674, logits_fake: 0.0544
[2025-05-11 18:10:50] (step=0023500) Train Loss: 1.3939, Train Steps/Sec: 1.50
[2025-05-11 18:11:56] (Generator) rec_loss: 0.0327, perceptual_loss: 0.3633, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.6714, generator_adv_loss: 0.0845, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3475
[2025-05-11 18:11:56] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2051, logits_fake: -0.1689
[2025-05-11 18:11:56] (step=0023600) Train Loss: 1.4101, Train Steps/Sec: 1.50
[2025-05-11 18:13:03] (Generator) rec_loss: 0.0763, perceptual_loss: 0.4336, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6472, generator_adv_loss: 0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4111
[2025-05-11 18:13:03] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.1128, logits_fake: -0.1426
[2025-05-11 18:13:03] (step=0023700) Train Loss: 1.3975, Train Steps/Sec: 1.50
[2025-05-11 18:14:09] (Generator) rec_loss: 0.0743, perceptual_loss: 0.4004, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6522, generator_adv_loss: 0.0732, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4006
[2025-05-11 18:14:10] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.0933, logits_fake: -0.1465
[2025-05-11 18:14:10] (step=0023800) Train Loss: 1.3898, Train Steps/Sec: 1.50
[2025-05-11 18:15:16] (Generator) rec_loss: 0.1074, perceptual_loss: 0.4375, vq_loss: 0.0173, commit_loss: 0.0043, entropy_loss: 0.0000, codebook_usage: 0.6893, generator_adv_loss: -0.0201, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4233
[2025-05-11 18:15:16] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0591, logits_fake: 0.0403
[2025-05-11 18:15:16] (step=0023900) Train Loss: 1.4190, Train Steps/Sec: 1.50
[2025-05-11 18:16:22] (Generator) rec_loss: 0.0641, perceptual_loss: 0.4180, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6787, generator_adv_loss: -0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4179
[2025-05-11 18:16:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1445, logits_fake: 0.1445
[2025-05-11 18:16:23] (step=0024000) Train Loss: 1.4403, Train Steps/Sec: 1.50
[2025-05-11 18:17:29] (Generator) rec_loss: 0.0704, perceptual_loss: 0.4043, vq_loss: 0.0162, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6676, generator_adv_loss: 0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3952
[2025-05-11 18:17:29] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1562, logits_fake: -0.1416
[2025-05-11 18:17:29] (step=0024100) Train Loss: 1.4128, Train Steps/Sec: 1.50
[2025-05-11 18:18:35] (Generator) rec_loss: 0.1250, perceptual_loss: 0.4844, vq_loss: 0.0158, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6272, generator_adv_loss: 0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4478
[2025-05-11 18:18:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0635, logits_fake: -0.0737
[2025-05-11 18:18:36] (step=0024200) Train Loss: 1.4131, Train Steps/Sec: 1.50
[2025-05-11 18:19:42] (Generator) rec_loss: 0.0616, perceptual_loss: 0.4316, vq_loss: 0.0158, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6941, generator_adv_loss: -0.0520, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4473
[2025-05-11 18:19:42] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.1318, logits_fake: 0.1040
[2025-05-11 18:19:42] (step=0024300) Train Loss: 1.4235, Train Steps/Sec: 1.50
[2025-05-11 18:20:48] (Generator) rec_loss: 0.1033, perceptual_loss: 0.4141, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.6553, generator_adv_loss: 0.0054, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3983
[2025-05-11 18:20:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0051, logits_fake: -0.0107
[2025-05-11 18:20:49] (step=0024400) Train Loss: 1.4227, Train Steps/Sec: 1.50
[2025-05-11 18:21:55] (Generator) rec_loss: 0.0526, perceptual_loss: 0.4180, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6513, generator_adv_loss: -0.0098, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3747
[2025-05-11 18:21:55] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.0410, logits_fake: 0.0197
[2025-05-11 18:21:55] (step=0024500) Train Loss: 1.3699, Train Steps/Sec: 1.50
[2025-05-11 18:23:01] (Generator) rec_loss: 0.0748, perceptual_loss: 0.4395, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6688, generator_adv_loss: -0.0977, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3920
[2025-05-11 18:23:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1895, logits_fake: 0.1953
[2025-05-11 18:23:02] (step=0024600) Train Loss: 1.4363, Train Steps/Sec: 1.50
[2025-05-11 18:24:08] (Generator) rec_loss: 0.0772, perceptual_loss: 0.4141, vq_loss: 0.0158, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6612, generator_adv_loss: -0.1846, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3819
[2025-05-11 18:24:08] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.3203, logits_fake: 0.3691
[2025-05-11 18:24:08] (step=0024700) Train Loss: 1.4504, Train Steps/Sec: 1.50
[2025-05-11 18:25:14] (Generator) rec_loss: 0.0501, perceptual_loss: 0.4160, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6535, generator_adv_loss: -0.0013, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4119
[2025-05-11 18:25:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0058, logits_fake: 0.0025
[2025-05-11 18:25:15] (step=0024800) Train Loss: 1.3821, Train Steps/Sec: 1.50
[2025-05-11 18:26:21] (Generator) rec_loss: 0.0839, perceptual_loss: 0.4160, vq_loss: 0.0174, commit_loss: 0.0044, entropy_loss: 0.0000, codebook_usage: 0.6908, generator_adv_loss: 0.3262, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3979
[2025-05-11 18:26:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.6211, logits_fake: -0.6523
[2025-05-11 18:26:21] (step=0024900) Train Loss: 1.4258, Train Steps/Sec: 1.50
[2025-05-11 18:27:27] (Generator) rec_loss: 0.0612, perceptual_loss: 0.3945, vq_loss: 0.0176, commit_loss: 0.0044, entropy_loss: 0.0000, codebook_usage: 0.6918, generator_adv_loss: 0.1094, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3826
[2025-05-11 18:27:28] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2617, logits_fake: -0.2188
[2025-05-11 18:27:28] (step=0025000) Train Loss: 1.3960, Train Steps/Sec: 1.50
[2025-05-11 18:27:31] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0025000.pt
[2025-05-11 18:28:37] (Generator) rec_loss: 0.0574, perceptual_loss: 0.4102, vq_loss: 0.0161, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6903, generator_adv_loss: -0.0698, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3871
[2025-05-11 18:28:38] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1475, logits_fake: 0.1396
[2025-05-11 18:28:38] (step=0025100) Train Loss: 1.4229, Train Steps/Sec: 1.43
[2025-05-11 18:29:44] (Generator) rec_loss: 0.1176, perceptual_loss: 0.4277, vq_loss: 0.0167, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.7384, generator_adv_loss: -0.1182, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4122
[2025-05-11 18:29:44] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.2188, logits_fake: 0.2363
[2025-05-11 18:29:44] (step=0025200) Train Loss: 1.4004, Train Steps/Sec: 1.50
[2025-05-11 18:30:51] (Generator) rec_loss: 0.0707, perceptual_loss: 0.4375, vq_loss: 0.0161, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7008, generator_adv_loss: -0.3438, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4189
[2025-05-11 18:30:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.7148, logits_fake: 0.6875
[2025-05-11 18:30:51] (step=0025300) Train Loss: 1.4358, Train Steps/Sec: 1.50
[2025-05-11 18:31:57] (Generator) rec_loss: 0.0559, perceptual_loss: 0.4219, vq_loss: 0.0166, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.7291, generator_adv_loss: -0.3184, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4358
[2025-05-11 18:31:58] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.6445, logits_fake: 0.6367
[2025-05-11 18:31:58] (step=0025400) Train Loss: 1.4023, Train Steps/Sec: 1.50
[2025-05-11 18:33:04] (Generator) rec_loss: 0.1225, perceptual_loss: 0.4473, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6734, generator_adv_loss: -0.2344, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4207
[2025-05-11 18:33:04] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.4531, logits_fake: 0.4688
[2025-05-11 18:33:04] (step=0025500) Train Loss: 1.3743, Train Steps/Sec: 1.50
[2025-05-11 18:34:10] (Generator) rec_loss: 0.0873, perceptual_loss: 0.4121, vq_loss: 0.0158, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6796, generator_adv_loss: -0.2285, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3957
[2025-05-11 18:34:11] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.4531, logits_fake: 0.4570
[2025-05-11 18:34:11] (step=0025600) Train Loss: 1.3796, Train Steps/Sec: 1.50
[2025-05-11 18:35:17] (Generator) rec_loss: 0.0413, perceptual_loss: 0.3906, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.6682, generator_adv_loss: -0.0280, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3920
[2025-05-11 18:35:17] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0381, logits_fake: 0.0559
[2025-05-11 18:35:17] (step=0025700) Train Loss: 1.3383, Train Steps/Sec: 1.51
[2025-05-11 18:36:23] (Generator) rec_loss: 0.0730, perceptual_loss: 0.4434, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7033, generator_adv_loss: 0.1377, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4046
[2025-05-11 18:36:23] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.2520, logits_fake: -0.2754
[2025-05-11 18:36:23] (step=0025800) Train Loss: 1.4334, Train Steps/Sec: 1.51
[2025-05-11 18:37:29] (Generator) rec_loss: 0.0627, perceptual_loss: 0.3848, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.6984, generator_adv_loss: 0.1504, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3616
[2025-05-11 18:37:30] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.3418, logits_fake: -0.3008
[2025-05-11 18:37:30] (step=0025900) Train Loss: 1.3709, Train Steps/Sec: 1.51
[2025-05-11 18:38:36] (Generator) rec_loss: 0.0786, perceptual_loss: 0.4141, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.6930, generator_adv_loss: -0.1494, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3277
[2025-05-11 18:38:36] (Discriminator) discriminator_adv_loss: 0.5195, disc_weight: 0.5000, logits_real: 0.2236, logits_fake: 0.2988
[2025-05-11 18:38:36] (step=0026000) Train Loss: 1.4096, Train Steps/Sec: 1.51
[2025-05-11 18:39:42] (Generator) rec_loss: 0.0530, perceptual_loss: 0.3965, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6957, generator_adv_loss: -0.1582, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4023
[2025-05-11 18:39:43] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.2734, logits_fake: 0.3164
[2025-05-11 18:39:43] (step=0026100) Train Loss: 1.3932, Train Steps/Sec: 1.50
[2025-05-11 18:40:49] (Generator) rec_loss: 0.0578, perceptual_loss: 0.4277, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.6492, generator_adv_loss: -0.2578, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3631
[2025-05-11 18:40:49] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.4766, logits_fake: 0.5156
[2025-05-11 18:40:49] (step=0026200) Train Loss: 1.3896, Train Steps/Sec: 1.50
[2025-05-11 18:41:55] (Generator) rec_loss: 0.0732, perceptual_loss: 0.4062, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6643, generator_adv_loss: -0.1157, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3808
[2025-05-11 18:41:56] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.1865, logits_fake: 0.2314
[2025-05-11 18:41:56] (step=0026300) Train Loss: 1.3780, Train Steps/Sec: 1.50
[2025-05-11 18:43:02] (Generator) rec_loss: 0.0527, perceptual_loss: 0.3730, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6888, generator_adv_loss: -0.0850, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3362
[2025-05-11 18:43:02] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1523, logits_fake: 0.1699
[2025-05-11 18:43:02] (step=0026400) Train Loss: 1.3829, Train Steps/Sec: 1.50
[2025-05-11 18:44:08] (Generator) rec_loss: 0.0965, perceptual_loss: 0.4512, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.6388, generator_adv_loss: 0.0026, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4041
[2025-05-11 18:44:09] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0391, logits_fake: -0.0051
[2025-05-11 18:44:09] (step=0026500) Train Loss: 1.5022, Train Steps/Sec: 1.50
[2025-05-11 18:45:15] (Generator) rec_loss: 0.0569, perceptual_loss: 0.4375, vq_loss: 0.0160, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.6633, generator_adv_loss: 0.1079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4089
[2025-05-11 18:45:15] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2295, logits_fake: -0.2158
[2025-05-11 18:45:15] (step=0026600) Train Loss: 1.3900, Train Steps/Sec: 1.50
[2025-05-11 18:46:22] (Generator) rec_loss: 0.0436, perceptual_loss: 0.4453, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6855, generator_adv_loss: 0.1729, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4484
[2025-05-11 18:46:22] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.3594, logits_fake: -0.3457
[2025-05-11 18:46:22] (step=0026700) Train Loss: 1.3776, Train Steps/Sec: 1.50
[2025-05-11 18:47:28] (Generator) rec_loss: 0.0502, perceptual_loss: 0.4395, vq_loss: 0.0162, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6976, generator_adv_loss: 0.0116, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4152
[2025-05-11 18:47:29] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0381, logits_fake: -0.0232
[2025-05-11 18:47:29] (step=0026800) Train Loss: 1.3645, Train Steps/Sec: 1.50
[2025-05-11 18:48:35] (Generator) rec_loss: 0.0794, perceptual_loss: 0.4434, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7041, generator_adv_loss: 0.1162, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4173
[2025-05-11 18:48:35] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2578, logits_fake: -0.2324
[2025-05-11 18:48:35] (step=0026900) Train Loss: 1.4161, Train Steps/Sec: 1.50
[2025-05-11 18:49:42] (Generator) rec_loss: 0.0654, perceptual_loss: 0.4180, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7130, generator_adv_loss: -0.2246, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4008
[2025-05-11 18:49:42] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.4785, logits_fake: 0.4492
[2025-05-11 18:49:42] (step=0027000) Train Loss: 1.4418, Train Steps/Sec: 1.50
[2025-05-11 18:50:48] (Generator) rec_loss: 0.0861, perceptual_loss: 0.4316, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6844, generator_adv_loss: -0.2793, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4062
[2025-05-11 18:50:48] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.5625, logits_fake: 0.5586
[2025-05-11 18:50:48] (step=0027100) Train Loss: 1.3748, Train Steps/Sec: 1.50
[2025-05-11 18:51:55] (Generator) rec_loss: 0.0716, perceptual_loss: 0.3965, vq_loss: 0.0160, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7249, generator_adv_loss: -0.1562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4065
[2025-05-11 18:51:55] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.3398, logits_fake: 0.3125
[2025-05-11 18:51:55] (step=0027200) Train Loss: 1.4131, Train Steps/Sec: 1.50
[2025-05-11 18:53:01] (Generator) rec_loss: 0.0704, perceptual_loss: 0.4180, vq_loss: 0.0156, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7207, generator_adv_loss: 0.0398, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3838
[2025-05-11 18:53:02] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0525, logits_fake: -0.0796
[2025-05-11 18:53:02] (step=0027300) Train Loss: 1.4457, Train Steps/Sec: 1.50
[2025-05-11 18:54:08] (Generator) rec_loss: 0.0794, perceptual_loss: 0.4062, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7014, generator_adv_loss: 0.2656, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3946
[2025-05-11 18:54:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.5352, logits_fake: -0.5312
[2025-05-11 18:54:08] (step=0027400) Train Loss: 1.3670, Train Steps/Sec: 1.50
[2025-05-11 18:55:14] (Generator) rec_loss: 0.0972, perceptual_loss: 0.4434, vq_loss: 0.0170, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.7010, generator_adv_loss: 0.2480, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3959
[2025-05-11 18:55:15] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: -0.4570, logits_fake: -0.4961
[2025-05-11 18:55:15] (step=0027500) Train Loss: 1.3837, Train Steps/Sec: 1.50
[2025-05-11 18:56:21] (Generator) rec_loss: 0.0699, perceptual_loss: 0.3867, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.6872, generator_adv_loss: 0.0854, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3822
[2025-05-11 18:56:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1787, logits_fake: -0.1709
[2025-05-11 18:56:21] (step=0027600) Train Loss: 1.3872, Train Steps/Sec: 1.50
[2025-05-11 18:57:27] (Generator) rec_loss: 0.1104, perceptual_loss: 0.4277, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6863, generator_adv_loss: 0.0850, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4114
[2025-05-11 18:57:28] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1436, logits_fake: -0.1699
[2025-05-11 18:57:28] (step=0027700) Train Loss: 1.3875, Train Steps/Sec: 1.50
[2025-05-11 18:58:34] (Generator) rec_loss: 0.0999, perceptual_loss: 0.4238, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.6994, generator_adv_loss: -0.1602, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3787
[2025-05-11 18:58:34] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.3359, logits_fake: 0.3203
[2025-05-11 18:58:34] (step=0027800) Train Loss: 1.3919, Train Steps/Sec: 1.50
[2025-05-11 18:59:40] (Generator) rec_loss: 0.0650, perceptual_loss: 0.3867, vq_loss: 0.0160, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7257, generator_adv_loss: -0.2832, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3872
[2025-05-11 18:59:41] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.5547, logits_fake: 0.5664
[2025-05-11 18:59:41] (step=0027900) Train Loss: 1.4205, Train Steps/Sec: 1.50
[2025-05-11 19:00:47] (Generator) rec_loss: 0.0633, perceptual_loss: 0.3906, vq_loss: 0.0158, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7127, generator_adv_loss: 0.0167, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3569
[2025-05-11 19:00:47] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.0081, logits_fake: -0.0334
[2025-05-11 19:00:47] (step=0028000) Train Loss: 1.4101, Train Steps/Sec: 1.50
[2025-05-11 19:01:53] (Generator) rec_loss: 0.0539, perceptual_loss: 0.3965, vq_loss: 0.0166, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.7437, generator_adv_loss: 0.2432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3719
[2025-05-11 19:01:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4844, logits_fake: -0.4863
[2025-05-11 19:01:54] (step=0028100) Train Loss: 1.3936, Train Steps/Sec: 1.50
[2025-05-11 19:03:00] (Generator) rec_loss: 0.0642, perceptual_loss: 0.3828, vq_loss: 0.0160, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7133, generator_adv_loss: 0.3008, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3664
[2025-05-11 19:03:00] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.6484, logits_fake: -0.6016
[2025-05-11 19:03:00] (step=0028200) Train Loss: 1.3599, Train Steps/Sec: 1.50
[2025-05-11 19:04:06] (Generator) rec_loss: 0.0477, perceptual_loss: 0.3867, vq_loss: 0.0165, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6751, generator_adv_loss: 0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3920
[2025-05-11 19:04:07] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1279, logits_fake: -0.1602
[2025-05-11 19:04:07] (step=0028300) Train Loss: 1.3634, Train Steps/Sec: 1.50
[2025-05-11 19:05:13] (Generator) rec_loss: 0.0520, perceptual_loss: 0.4043, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7085, generator_adv_loss: -0.2402, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3974
[2025-05-11 19:05:13] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.4746, logits_fake: 0.4805
[2025-05-11 19:05:13] (step=0028400) Train Loss: 1.3664, Train Steps/Sec: 1.50
[2025-05-11 19:06:19] (Generator) rec_loss: 0.0438, perceptual_loss: 0.3672, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6950, generator_adv_loss: -0.2832, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3651
[2025-05-11 19:06:20] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.6172, logits_fake: 0.5664
[2025-05-11 19:06:20] (step=0028500) Train Loss: 1.4118, Train Steps/Sec: 1.50
[2025-05-11 19:07:26] (Generator) rec_loss: 0.0721, perceptual_loss: 0.4062, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.7180, generator_adv_loss: 0.1943, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3697
[2025-05-11 19:07:26] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.4141, logits_fake: -0.3887
[2025-05-11 19:07:26] (step=0028600) Train Loss: 1.3873, Train Steps/Sec: 1.50
[2025-05-11 19:08:32] (Generator) rec_loss: 0.0516, perceptual_loss: 0.4141, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.6985, generator_adv_loss: 0.0117, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3849
[2025-05-11 19:08:33] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0454, logits_fake: -0.0233
[2025-05-11 19:08:33] (step=0028700) Train Loss: 1.3589, Train Steps/Sec: 1.51
[2025-05-11 19:09:39] (Generator) rec_loss: 0.0326, perceptual_loss: 0.3789, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7076, generator_adv_loss: -0.2988, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3670
[2025-05-11 19:09:39] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.5859, logits_fake: 0.5977
[2025-05-11 19:09:39] (step=0028800) Train Loss: 1.4063, Train Steps/Sec: 1.50
[2025-05-11 19:10:45] (Generator) rec_loss: 0.0481, perceptual_loss: 0.3652, vq_loss: 0.0158, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7160, generator_adv_loss: 0.1738, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3597
[2025-05-11 19:10:46] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.3965, logits_fake: -0.3477
[2025-05-11 19:10:46] (step=0028900) Train Loss: 1.4357, Train Steps/Sec: 1.50
[2025-05-11 19:11:52] (Generator) rec_loss: 0.0866, perceptual_loss: 0.4570, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7209, generator_adv_loss: -0.1050, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4078
[2025-05-11 19:11:52] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.1660, logits_fake: 0.2100
[2025-05-11 19:11:52] (step=0029000) Train Loss: 1.2966, Train Steps/Sec: 1.50
[2025-05-11 19:12:58] (Generator) rec_loss: 0.0853, perceptual_loss: 0.4238, vq_loss: 0.0171, commit_loss: 0.0043, entropy_loss: 0.0000, codebook_usage: 0.7311, generator_adv_loss: -0.3145, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3852
[2025-05-11 19:12:59] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.6719, logits_fake: 0.6289
[2025-05-11 19:12:59] (step=0029100) Train Loss: 1.4277, Train Steps/Sec: 1.51
[2025-05-11 19:14:05] (Generator) rec_loss: 0.0566, perceptual_loss: 0.4316, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6925, generator_adv_loss: -0.0240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4136
[2025-05-11 19:14:05] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.0981, logits_fake: 0.0481
[2025-05-11 19:14:05] (step=0029200) Train Loss: 1.4181, Train Steps/Sec: 1.51
[2025-05-11 19:15:11] (Generator) rec_loss: 0.0473, perceptual_loss: 0.3730, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7167, generator_adv_loss: 0.3594, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4145
[2025-05-11 19:15:12] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.7383, logits_fake: -0.7188
[2025-05-11 19:15:12] (step=0029300) Train Loss: 1.3799, Train Steps/Sec: 1.50
[2025-05-11 19:16:18] (Generator) rec_loss: 0.0622, perceptual_loss: 0.4004, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7073, generator_adv_loss: 0.0840, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3779
[2025-05-11 19:16:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1611, logits_fake: -0.1680
[2025-05-11 19:16:18] (step=0029400) Train Loss: 1.3635, Train Steps/Sec: 1.50
[2025-05-11 19:17:24] (Generator) rec_loss: 0.0441, perceptual_loss: 0.3555, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.6803, generator_adv_loss: -0.1572, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3480
[2025-05-11 19:17:25] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.3379, logits_fake: 0.3145
[2025-05-11 19:17:25] (step=0029500) Train Loss: 1.3478, Train Steps/Sec: 1.50
[2025-05-11 19:18:31] (Generator) rec_loss: 0.0540, perceptual_loss: 0.3809, vq_loss: 0.0166, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.7040, generator_adv_loss: -0.2480, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3993
[2025-05-11 19:18:31] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.5312, logits_fake: 0.4961
[2025-05-11 19:18:31] (step=0029600) Train Loss: 1.3758, Train Steps/Sec: 1.50
[2025-05-11 19:19:37] (Generator) rec_loss: 0.0517, perceptual_loss: 0.3945, vq_loss: 0.0166, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.7151, generator_adv_loss: 0.1953, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3943
[2025-05-11 19:19:38] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.4141, logits_fake: -0.3906
[2025-05-11 19:19:38] (step=0029700) Train Loss: 1.3891, Train Steps/Sec: 1.50
[2025-05-11 19:20:44] (Generator) rec_loss: 0.0498, perceptual_loss: 0.3652, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7220, generator_adv_loss: 0.3594, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3837
[2025-05-11 19:20:44] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.6914, logits_fake: -0.7188
[2025-05-11 19:20:44] (step=0029800) Train Loss: 1.3503, Train Steps/Sec: 1.50
[2025-05-11 19:21:51] (Generator) rec_loss: 0.0766, perceptual_loss: 0.4160, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7373, generator_adv_loss: -0.0718, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4015
[2025-05-11 19:21:51] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1270, logits_fake: 0.1436
[2025-05-11 19:21:51] (step=0029900) Train Loss: 1.3622, Train Steps/Sec: 1.50
[2025-05-11 19:22:57] (Generator) rec_loss: 0.0485, perceptual_loss: 0.3926, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7213, generator_adv_loss: -0.1016, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3887
[2025-05-11 19:22:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2080, logits_fake: 0.2031
[2025-05-11 19:22:57] (step=0030000) Train Loss: 1.4418, Train Steps/Sec: 1.50
[2025-05-11 19:23:01] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0030000.pt
[2025-05-11 19:24:07] (Generator) rec_loss: 0.0580, perceptual_loss: 0.4004, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7234, generator_adv_loss: 0.1201, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3979
[2025-05-11 19:24:07] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2754, logits_fake: -0.2402
[2025-05-11 19:24:07] (step=0030100) Train Loss: 1.3815, Train Steps/Sec: 1.43
[2025-05-11 19:25:14] (Generator) rec_loss: 0.0409, perceptual_loss: 0.4023, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7208, generator_adv_loss: 0.1055, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3919
[2025-05-11 19:25:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2109, logits_fake: -0.2109
[2025-05-11 19:25:14] (step=0030200) Train Loss: 1.3387, Train Steps/Sec: 1.50
[2025-05-11 19:26:20] (Generator) rec_loss: 0.0968, perceptual_loss: 0.4121, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7294, generator_adv_loss: -0.0698, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3651
[2025-05-11 19:26:20] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.1045, logits_fake: 0.1396
[2025-05-11 19:26:20] (step=0030300) Train Loss: 1.3412, Train Steps/Sec: 1.50
[2025-05-11 19:27:27] (Generator) rec_loss: 0.0621, perceptual_loss: 0.3750, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7249, generator_adv_loss: -0.0820, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3609
[2025-05-11 19:27:27] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1973, logits_fake: 0.1641
[2025-05-11 19:27:27] (step=0030400) Train Loss: 1.4301, Train Steps/Sec: 1.50
[2025-05-11 19:28:33] (Generator) rec_loss: 0.0502, perceptual_loss: 0.3770, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7120, generator_adv_loss: 0.2715, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3778
[2025-05-11 19:28:34] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.5312, logits_fake: -0.5430
[2025-05-11 19:28:34] (step=0030500) Train Loss: 1.3853, Train Steps/Sec: 1.50
[2025-05-11 19:29:40] (Generator) rec_loss: 0.0812, perceptual_loss: 0.4238, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.7149, generator_adv_loss: -0.1191, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3602
[2025-05-11 19:29:40] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.2412, logits_fake: 0.2383
[2025-05-11 19:29:40] (step=0030600) Train Loss: 1.3654, Train Steps/Sec: 1.50
[2025-05-11 19:30:46] (Generator) rec_loss: 0.0710, perceptual_loss: 0.3926, vq_loss: 0.0166, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.7101, generator_adv_loss: -0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3926
[2025-05-11 19:30:47] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.2012, logits_fake: 0.1543
[2025-05-11 19:30:47] (step=0030700) Train Loss: 1.3678, Train Steps/Sec: 1.50
[2025-05-11 19:31:53] (Generator) rec_loss: 0.0458, perceptual_loss: 0.3672, vq_loss: 0.0165, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.6836, generator_adv_loss: 0.2363, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3404
[2025-05-11 19:31:53] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.4961, logits_fake: -0.4727
[2025-05-11 19:31:53] (step=0030800) Train Loss: 1.3761, Train Steps/Sec: 1.50
[2025-05-11 19:32:59] (Generator) rec_loss: 0.0562, perceptual_loss: 0.3711, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.6602, generator_adv_loss: -0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3824
[2025-05-11 19:33:00] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1069, logits_fake: 0.1367
[2025-05-11 19:33:00] (step=0030900) Train Loss: 1.3476, Train Steps/Sec: 1.50
[2025-05-11 19:34:06] (Generator) rec_loss: 0.0372, perceptual_loss: 0.3711, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7196, generator_adv_loss: -0.0295, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3486
[2025-05-11 19:34:06] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0879, logits_fake: 0.0591
[2025-05-11 19:34:06] (step=0031000) Train Loss: 1.4117, Train Steps/Sec: 1.50
[2025-05-11 19:35:12] (Generator) rec_loss: 0.0794, perceptual_loss: 0.3848, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7010, generator_adv_loss: 0.2715, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3429
[2025-05-11 19:35:13] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.4941, logits_fake: -0.5430
[2025-05-11 19:35:13] (step=0031100) Train Loss: 1.3259, Train Steps/Sec: 1.50
[2025-05-11 19:36:19] (Generator) rec_loss: 0.0485, perceptual_loss: 0.4023, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7190, generator_adv_loss: 0.0952, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3743
[2025-05-11 19:36:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1846, logits_fake: -0.1904
[2025-05-11 19:36:19] (step=0031200) Train Loss: 1.3616, Train Steps/Sec: 1.50
[2025-05-11 19:37:25] (Generator) rec_loss: 0.0464, perceptual_loss: 0.3613, vq_loss: 0.0162, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7341, generator_adv_loss: 0.1104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3816
[2025-05-11 19:37:26] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2598, logits_fake: -0.2207
[2025-05-11 19:37:26] (step=0031300) Train Loss: 1.3744, Train Steps/Sec: 1.50
[2025-05-11 19:38:32] (Generator) rec_loss: 0.0546, perceptual_loss: 0.3730, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7384, generator_adv_loss: 0.1875, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3883
[2025-05-11 19:38:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3789, logits_fake: -0.3750
[2025-05-11 19:38:32] (step=0031400) Train Loss: 1.3553, Train Steps/Sec: 1.50
[2025-05-11 19:39:38] (Generator) rec_loss: 0.0467, perceptual_loss: 0.3789, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7432, generator_adv_loss: -0.0815, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3398
[2025-05-11 19:39:39] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1348, logits_fake: 0.1631
[2025-05-11 19:39:39] (step=0031500) Train Loss: 1.3802, Train Steps/Sec: 1.50
[2025-05-11 19:40:45] (Generator) rec_loss: 0.0751, perceptual_loss: 0.4004, vq_loss: 0.0176, commit_loss: 0.0044, entropy_loss: 0.0000, codebook_usage: 0.7563, generator_adv_loss: 0.1108, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3769
[2025-05-11 19:40:45] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2012, logits_fake: -0.2217
[2025-05-11 19:40:45] (step=0031600) Train Loss: 1.3356, Train Steps/Sec: 1.50
[2025-05-11 19:41:51] (Generator) rec_loss: 0.0490, perceptual_loss: 0.3555, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7335, generator_adv_loss: 0.0884, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3845
[2025-05-11 19:41:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1748, logits_fake: -0.1768
[2025-05-11 19:41:52] (step=0031700) Train Loss: 1.3617, Train Steps/Sec: 1.50
[2025-05-11 19:42:58] (Generator) rec_loss: 0.0733, perceptual_loss: 0.3906, vq_loss: 0.0156, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7408, generator_adv_loss: -0.1885, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3897
[2025-05-11 19:42:58] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.3906, logits_fake: 0.3770
[2025-05-11 19:42:58] (step=0031800) Train Loss: 1.3070, Train Steps/Sec: 1.50
[2025-05-11 19:44:05] (Generator) rec_loss: 0.0480, perceptual_loss: 0.3535, vq_loss: 0.0162, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7772, generator_adv_loss: 0.1426, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3450
[2025-05-11 19:44:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2871, logits_fake: -0.2852
[2025-05-11 19:44:05] (step=0031900) Train Loss: 1.3718, Train Steps/Sec: 1.50
[2025-05-11 19:45:11] (Generator) rec_loss: 0.0844, perceptual_loss: 0.4043, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7280, generator_adv_loss: 0.0544, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3890
[2025-05-11 19:45:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1162, logits_fake: -0.1089
[2025-05-11 19:45:12] (step=0032000) Train Loss: 1.3467, Train Steps/Sec: 1.50
[2025-05-11 19:46:18] (Generator) rec_loss: 0.0460, perceptual_loss: 0.3496, vq_loss: 0.0161, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7241, generator_adv_loss: -0.0376, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3435
[2025-05-11 19:46:18] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0884, logits_fake: 0.0752
[2025-05-11 19:46:18] (step=0032100) Train Loss: 1.3924, Train Steps/Sec: 1.50
[2025-05-11 19:47:24] (Generator) rec_loss: 0.0559, perceptual_loss: 0.4238, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7565, generator_adv_loss: 0.0894, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4369
[2025-05-11 19:47:25] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2041, logits_fake: -0.1787
[2025-05-11 19:47:25] (step=0032200) Train Loss: 1.3480, Train Steps/Sec: 1.50
[2025-05-11 19:48:31] (Generator) rec_loss: 0.0482, perceptual_loss: 0.3828, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.7369, generator_adv_loss: 0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3598
[2025-05-11 19:48:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0962, logits_fake: -0.0864
[2025-05-11 19:48:31] (step=0032300) Train Loss: 1.2929, Train Steps/Sec: 1.50
[2025-05-11 19:49:37] (Generator) rec_loss: 0.0472, perceptual_loss: 0.4102, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.7445, generator_adv_loss: -0.2109, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3986
[2025-05-11 19:49:38] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.4023, logits_fake: 0.4219
[2025-05-11 19:49:38] (step=0032400) Train Loss: 1.3130, Train Steps/Sec: 1.51
[2025-05-11 19:50:44] (Generator) rec_loss: 0.0356, perceptual_loss: 0.3711, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7324, generator_adv_loss: -0.0635, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3901
[2025-05-11 19:50:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1357, logits_fake: 0.1270
[2025-05-11 19:50:44] (step=0032500) Train Loss: 1.3621, Train Steps/Sec: 1.50
[2025-05-11 19:51:50] (Generator) rec_loss: 0.0758, perceptual_loss: 0.4258, vq_loss: 0.0158, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7518, generator_adv_loss: 0.2334, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3949
[2025-05-11 19:51:51] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.4434, logits_fake: -0.4668
[2025-05-11 19:51:51] (step=0032600) Train Loss: 1.3919, Train Steps/Sec: 1.50
[2025-05-11 19:52:57] (Generator) rec_loss: 0.0656, perceptual_loss: 0.4199, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7594, generator_adv_loss: -0.0030, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3900
[2025-05-11 19:52:57] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0132, logits_fake: 0.0060
[2025-05-11 19:52:57] (step=0032700) Train Loss: 1.3278, Train Steps/Sec: 1.50
[2025-05-11 19:54:03] (Generator) rec_loss: 0.0526, perceptual_loss: 0.3945, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7380, generator_adv_loss: -0.2754, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4160
[2025-05-11 19:54:04] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.5547, logits_fake: 0.5508
[2025-05-11 19:54:04] (step=0032800) Train Loss: 1.3835, Train Steps/Sec: 1.50
[2025-05-11 19:55:10] (Generator) rec_loss: 0.0573, perceptual_loss: 0.3867, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.7308, generator_adv_loss: 0.0806, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3996
[2025-05-11 19:55:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1572, logits_fake: -0.1611
[2025-05-11 19:55:10] (step=0032900) Train Loss: 1.3417, Train Steps/Sec: 1.50
[2025-05-11 19:56:16] (Generator) rec_loss: 0.0571, perceptual_loss: 0.3301, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7360, generator_adv_loss: 0.1533, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3474
[2025-05-11 19:56:17] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.2754, logits_fake: -0.3066
[2025-05-11 19:56:17] (step=0033000) Train Loss: 1.3008, Train Steps/Sec: 1.50
[2025-05-11 19:57:23] (Generator) rec_loss: 0.0745, perceptual_loss: 0.3965, vq_loss: 0.0181, commit_loss: 0.0045, entropy_loss: 0.0000, codebook_usage: 0.7671, generator_adv_loss: -0.0996, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3602
[2025-05-11 19:57:23] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.1465, logits_fake: 0.1992
[2025-05-11 19:57:23] (step=0033100) Train Loss: 1.3538, Train Steps/Sec: 1.50
[2025-05-11 19:58:29] (Generator) rec_loss: 0.0725, perceptual_loss: 0.3867, vq_loss: 0.0158, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7590, generator_adv_loss: 0.2471, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3567
[2025-05-11 19:58:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4805, logits_fake: -0.4941
[2025-05-11 19:58:30] (step=0033200) Train Loss: 1.3393, Train Steps/Sec: 1.50
[2025-05-11 19:59:36] (Generator) rec_loss: 0.0451, perceptual_loss: 0.3711, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.7332, generator_adv_loss: -0.0371, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3583
[2025-05-11 19:59:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0781, logits_fake: 0.0742
[2025-05-11 19:59:36] (step=0033300) Train Loss: 1.3471, Train Steps/Sec: 1.51
[2025-05-11 20:00:42] (Generator) rec_loss: 0.0655, perceptual_loss: 0.3574, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7463, generator_adv_loss: -0.1953, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3087
[2025-05-11 20:00:43] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.3398, logits_fake: 0.3906
[2025-05-11 20:00:43] (step=0033400) Train Loss: 1.3501, Train Steps/Sec: 1.51
[2025-05-11 20:01:49] (Generator) rec_loss: 0.0331, perceptual_loss: 0.3457, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7644, generator_adv_loss: 0.1885, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3592
[2025-05-11 20:01:49] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.4180, logits_fake: -0.3770
[2025-05-11 20:01:49] (step=0033500) Train Loss: 1.3841, Train Steps/Sec: 1.50
[2025-05-11 20:02:55] (Generator) rec_loss: 0.0872, perceptual_loss: 0.3965, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7392, generator_adv_loss: -0.1992, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3677
[2025-05-11 20:02:56] (Discriminator) discriminator_adv_loss: 0.4863, disc_weight: 0.5000, logits_real: 0.4531, logits_fake: 0.3984
[2025-05-11 20:02:56] (step=0033600) Train Loss: 1.3421, Train Steps/Sec: 1.50
[2025-05-11 20:04:02] (Generator) rec_loss: 0.0736, perceptual_loss: 0.3789, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7647, generator_adv_loss: -0.0106, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3466
[2025-05-11 20:04:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0247, logits_fake: 0.0212
[2025-05-11 20:04:02] (step=0033700) Train Loss: 1.4060, Train Steps/Sec: 1.50
[2025-05-11 20:05:08] (Generator) rec_loss: 0.0789, perceptual_loss: 0.4277, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.7584, generator_adv_loss: 0.0791, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4305
[2025-05-11 20:05:08] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1934, logits_fake: -0.1582
[2025-05-11 20:05:08] (step=0033800) Train Loss: 1.3087, Train Steps/Sec: 1.51
[2025-05-11 20:06:15] (Generator) rec_loss: 0.0417, perceptual_loss: 0.3730, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7435, generator_adv_loss: -0.1650, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3873
[2025-05-11 20:06:15] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.3125, logits_fake: 0.3301
[2025-05-11 20:06:15] (step=0033900) Train Loss: 1.3890, Train Steps/Sec: 1.50
[2025-05-11 20:07:21] (Generator) rec_loss: 0.0693, perceptual_loss: 0.3809, vq_loss: 0.0171, commit_loss: 0.0043, entropy_loss: 0.0000, codebook_usage: 0.7561, generator_adv_loss: 0.3203, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3875
[2025-05-11 20:07:21] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.6016, logits_fake: -0.6406
[2025-05-11 20:07:21] (step=0034000) Train Loss: 1.3807, Train Steps/Sec: 1.51
[2025-05-11 20:08:27] (Generator) rec_loss: 0.1118, perceptual_loss: 0.4102, vq_loss: 0.0173, commit_loss: 0.0043, entropy_loss: 0.0000, codebook_usage: 0.7711, generator_adv_loss: -0.1011, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4027
[2025-05-11 20:08:28] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.1582, logits_fake: 0.2021
[2025-05-11 20:08:28] (step=0034100) Train Loss: 1.3590, Train Steps/Sec: 1.50
[2025-05-11 20:09:34] (Generator) rec_loss: 0.0960, perceptual_loss: 0.3730, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7515, generator_adv_loss: -0.0276, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3292
[2025-05-11 20:09:34] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.1060, logits_fake: 0.0552
[2025-05-11 20:09:34] (step=0034200) Train Loss: 1.3581, Train Steps/Sec: 1.50
[2025-05-11 20:10:40] (Generator) rec_loss: 0.0509, perceptual_loss: 0.4180, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7275, generator_adv_loss: 0.0649, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3507
[2025-05-11 20:10:41] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1367, logits_fake: -0.1299
[2025-05-11 20:10:41] (step=0034300) Train Loss: 1.3478, Train Steps/Sec: 1.50
[2025-05-11 20:11:47] (Generator) rec_loss: 0.0468, perceptual_loss: 0.3242, vq_loss: 0.0170, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.7525, generator_adv_loss: 0.1846, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3147
[2025-05-11 20:11:48] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.3906, logits_fake: -0.3691
[2025-05-11 20:11:48] (step=0034400) Train Loss: 1.3279, Train Steps/Sec: 1.50
[2025-05-11 20:12:54] (Generator) rec_loss: 0.0647, perceptual_loss: 0.3672, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7594, generator_adv_loss: -0.2168, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3726
[2025-05-11 20:12:54] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.3926, logits_fake: 0.4336
[2025-05-11 20:12:54] (step=0034500) Train Loss: 1.3385, Train Steps/Sec: 1.50
[2025-05-11 20:14:00] (Generator) rec_loss: 0.0878, perceptual_loss: 0.4141, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.7537, generator_adv_loss: 0.1582, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3794
[2025-05-11 20:14:01] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.3008, logits_fake: -0.3164
[2025-05-11 20:14:01] (step=0034600) Train Loss: 1.3515, Train Steps/Sec: 1.50
[2025-05-11 20:15:07] (Generator) rec_loss: 0.0871, perceptual_loss: 0.4199, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7609, generator_adv_loss: -0.0216, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3896
[2025-05-11 20:15:07] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0062, logits_fake: 0.0432
[2025-05-11 20:15:07] (step=0034700) Train Loss: 1.3344, Train Steps/Sec: 1.50
[2025-05-11 20:16:13] (Generator) rec_loss: 0.0621, perceptual_loss: 0.3730, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7583, generator_adv_loss: -0.0010, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4119
[2025-05-11 20:16:14] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0079, logits_fake: 0.0020
[2025-05-11 20:16:14] (step=0034800) Train Loss: 1.3818, Train Steps/Sec: 1.50
[2025-05-11 20:17:20] (Generator) rec_loss: 0.0700, perceptual_loss: 0.4160, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7891, generator_adv_loss: 0.1348, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4020
[2025-05-11 20:17:20] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2598, logits_fake: -0.2695
[2025-05-11 20:17:20] (step=0034900) Train Loss: 1.3459, Train Steps/Sec: 1.50
[2025-05-11 20:18:26] (Generator) rec_loss: 0.0566, perceptual_loss: 0.3789, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7481, generator_adv_loss: -0.0184, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3515
[2025-05-11 20:18:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0403, logits_fake: 0.0369
[2025-05-11 20:18:26] (step=0035000) Train Loss: 1.3330, Train Steps/Sec: 1.51
[2025-05-11 20:18:30] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0035000.pt
[2025-05-11 20:19:36] (Generator) rec_loss: 0.0881, perceptual_loss: 0.3828, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7662, generator_adv_loss: -0.0085, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3466
[2025-05-11 20:19:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0176, logits_fake: 0.0171
[2025-05-11 20:19:36] (step=0035100) Train Loss: 1.3795, Train Steps/Sec: 1.43
[2025-05-11 20:20:42] (Generator) rec_loss: 0.0568, perceptual_loss: 0.3926, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.7761, generator_adv_loss: -0.0830, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4260
[2025-05-11 20:20:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1611, logits_fake: 0.1660
[2025-05-11 20:20:43] (step=0035200) Train Loss: 1.3494, Train Steps/Sec: 1.50
[2025-05-11 20:21:49] (Generator) rec_loss: 0.0624, perceptual_loss: 0.3672, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7662, generator_adv_loss: -0.1367, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3912
[2025-05-11 20:21:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2812, logits_fake: 0.2734
[2025-05-11 20:21:49] (step=0035300) Train Loss: 1.3410, Train Steps/Sec: 1.50
[2025-05-11 20:22:55] (Generator) rec_loss: 0.0793, perceptual_loss: 0.3672, vq_loss: 0.0174, commit_loss: 0.0044, entropy_loss: 0.0000, codebook_usage: 0.7705, generator_adv_loss: 0.1797, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3534
[2025-05-11 20:22:56] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.3945, logits_fake: -0.3594
[2025-05-11 20:22:56] (step=0035400) Train Loss: 1.3504, Train Steps/Sec: 1.50
[2025-05-11 20:24:02] (Generator) rec_loss: 0.0494, perceptual_loss: 0.3691, vq_loss: 0.0156, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7892, generator_adv_loss: -0.1543, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3622
[2025-05-11 20:24:02] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.2910, logits_fake: 0.3086
[2025-05-11 20:24:02] (step=0035500) Train Loss: 1.3388, Train Steps/Sec: 1.50
[2025-05-11 20:25:08] (Generator) rec_loss: 0.0469, perceptual_loss: 0.3477, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.7870, generator_adv_loss: 0.1504, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3557
[2025-05-11 20:25:09] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.3086, logits_fake: -0.3008
[2025-05-11 20:25:09] (step=0035600) Train Loss: 1.3837, Train Steps/Sec: 1.50
[2025-05-11 20:26:15] (Generator) rec_loss: 0.0449, perceptual_loss: 0.3398, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7738, generator_adv_loss: 0.0737, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3686
[2025-05-11 20:26:15] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1396, logits_fake: -0.1475
[2025-05-11 20:26:15] (step=0035700) Train Loss: 1.3022, Train Steps/Sec: 1.50
[2025-05-11 20:27:21] (Generator) rec_loss: 0.0805, perceptual_loss: 0.3750, vq_loss: 0.0160, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7614, generator_adv_loss: 0.0879, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3287
[2025-05-11 20:27:22] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1885, logits_fake: -0.1758
[2025-05-11 20:27:22] (step=0035800) Train Loss: 1.3767, Train Steps/Sec: 1.50
[2025-05-11 20:28:28] (Generator) rec_loss: 0.0610, perceptual_loss: 0.3652, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7818, generator_adv_loss: -0.1079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3805
[2025-05-11 20:28:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2197, logits_fake: 0.2158
[2025-05-11 20:28:29] (step=0035900) Train Loss: 1.3077, Train Steps/Sec: 1.50
[2025-05-11 20:29:35] (Generator) rec_loss: 0.0553, perceptual_loss: 0.3242, vq_loss: 0.0163, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.7715, generator_adv_loss: 0.1279, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3031
[2025-05-11 20:29:35] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2461, logits_fake: -0.2559
[2025-05-11 20:29:35] (step=0036000) Train Loss: 1.3257, Train Steps/Sec: 1.50
[2025-05-11 20:30:41] (Generator) rec_loss: 0.0516, perceptual_loss: 0.3672, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7748, generator_adv_loss: 0.1035, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3564
[2025-05-11 20:30:42] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2275, logits_fake: -0.2070
[2025-05-11 20:30:42] (step=0036100) Train Loss: 1.3953, Train Steps/Sec: 1.50
[2025-05-11 20:31:48] (Generator) rec_loss: 0.0901, perceptual_loss: 0.3906, vq_loss: 0.0160, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7851, generator_adv_loss: -0.0009, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3997
[2025-05-11 20:31:48] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0064, logits_fake: 0.0019
[2025-05-11 20:31:48] (step=0036200) Train Loss: 1.3555, Train Steps/Sec: 1.50
[2025-05-11 20:32:54] (Generator) rec_loss: 0.0428, perceptual_loss: 0.3301, vq_loss: 0.0169, commit_loss: 0.0042, entropy_loss: 0.0000, codebook_usage: 0.7920, generator_adv_loss: 0.2168, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3268
[2025-05-11 20:32:55] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.4473, logits_fake: -0.4336
[2025-05-11 20:32:55] (step=0036300) Train Loss: 1.3476, Train Steps/Sec: 1.50
[2025-05-11 20:34:01] (Generator) rec_loss: 0.1297, perceptual_loss: 0.3887, vq_loss: 0.0164, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.7842, generator_adv_loss: -0.1216, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4215
[2025-05-11 20:34:01] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.2656, logits_fake: 0.2432
[2025-05-11 20:34:01] (step=0036400) Train Loss: 1.3485, Train Steps/Sec: 1.50
[2025-05-11 20:35:07] (Generator) rec_loss: 0.0739, perceptual_loss: 0.4375, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7952, generator_adv_loss: -0.0054, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3548
[2025-05-11 20:35:07] (Discriminator) discriminator_adv_loss: 0.4824, disc_weight: 0.5000, logits_real: 0.0796, logits_fake: 0.0109
[2025-05-11 20:35:07] (step=0036500) Train Loss: 1.3136, Train Steps/Sec: 1.50
[2025-05-11 20:36:14] (Generator) rec_loss: 0.0558, perceptual_loss: 0.3887, vq_loss: 0.0160, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7823, generator_adv_loss: -0.0569, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3697
[2025-05-11 20:36:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1245, logits_fake: 0.1138
[2025-05-11 20:36:14] (step=0036600) Train Loss: 1.3274, Train Steps/Sec: 1.50
[2025-05-11 20:37:20] (Generator) rec_loss: 0.0606, perceptual_loss: 0.3828, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.7937, generator_adv_loss: -0.1348, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3829
[2025-05-11 20:37:21] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.2295, logits_fake: 0.2695
[2025-05-11 20:37:21] (step=0036700) Train Loss: 1.3243, Train Steps/Sec: 1.50
[2025-05-11 20:38:27] (Generator) rec_loss: 0.0339, perceptual_loss: 0.3555, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7981, generator_adv_loss: -0.0767, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3758
[2025-05-11 20:38:27] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1250, logits_fake: 0.1533
[2025-05-11 20:38:27] (step=0036800) Train Loss: 1.4073, Train Steps/Sec: 1.50
[2025-05-11 20:39:33] (Generator) rec_loss: 0.0404, perceptual_loss: 0.3535, vq_loss: 0.0171, commit_loss: 0.0043, entropy_loss: 0.0000, codebook_usage: 0.7750, generator_adv_loss: 0.2148, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3657
[2025-05-11 20:39:34] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.4102, logits_fake: -0.4297
[2025-05-11 20:39:34] (step=0036900) Train Loss: 1.3127, Train Steps/Sec: 1.50
[2025-05-11 20:40:40] (Generator) rec_loss: 0.0719, perceptual_loss: 0.4219, vq_loss: 0.0130, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.7645, generator_adv_loss: -0.1279, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4037
[2025-05-11 20:40:40] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.2158, logits_fake: 0.2559
[2025-05-11 20:40:40] (step=0037000) Train Loss: 1.2667, Train Steps/Sec: 1.50
[2025-05-11 20:41:46] (Generator) rec_loss: 0.0612, perceptual_loss: 0.3516, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7961, generator_adv_loss: -0.1006, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3249
[2025-05-11 20:41:46] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1855, logits_fake: 0.2012
[2025-05-11 20:41:46] (step=0037100) Train Loss: 1.2984, Train Steps/Sec: 1.51
[2025-05-11 20:42:53] (Generator) rec_loss: 0.0762, perceptual_loss: 0.3965, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.7954, generator_adv_loss: 0.1211, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3833
[2025-05-11 20:42:53] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2295, logits_fake: -0.2422
[2025-05-11 20:42:53] (step=0037200) Train Loss: 1.3203, Train Steps/Sec: 1.50
[2025-05-11 20:43:59] (Generator) rec_loss: 0.0417, perceptual_loss: 0.3730, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7905, generator_adv_loss: -0.1582, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3753
[2025-05-11 20:43:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3027, logits_fake: 0.3164
[2025-05-11 20:43:59] (step=0037300) Train Loss: 1.3459, Train Steps/Sec: 1.50
[2025-05-11 20:45:05] (Generator) rec_loss: 0.0770, perceptual_loss: 0.3672, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7970, generator_adv_loss: -0.0119, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3419
[2025-05-11 20:45:06] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0103, logits_fake: 0.0238
[2025-05-11 20:45:06] (step=0037400) Train Loss: 1.3058, Train Steps/Sec: 1.50
[2025-05-11 20:46:12] (Generator) rec_loss: 0.0637, perceptual_loss: 0.4004, vq_loss: 0.0161, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.7894, generator_adv_loss: 0.2139, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4038
[2025-05-11 20:46:12] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.3945, logits_fake: -0.4277
[2025-05-11 20:46:12] (step=0037500) Train Loss: 1.3655, Train Steps/Sec: 1.50
[2025-05-11 20:47:19] (Generator) rec_loss: 0.0629, perceptual_loss: 0.3945, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7963, generator_adv_loss: -0.1211, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3673
[2025-05-11 20:47:19] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.2207, logits_fake: 0.2422
[2025-05-11 20:47:19] (step=0037600) Train Loss: 1.3124, Train Steps/Sec: 1.50
[2025-05-11 20:48:25] (Generator) rec_loss: 0.0586, perceptual_loss: 0.3574, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.8014, generator_adv_loss: -0.0938, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3379
[2025-05-11 20:48:25] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1504, logits_fake: 0.1875
[2025-05-11 20:48:25] (step=0037700) Train Loss: 1.3068, Train Steps/Sec: 1.50
[2025-05-11 20:49:32] (Generator) rec_loss: 0.0576, perceptual_loss: 0.3203, vq_loss: 0.0163, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.7993, generator_adv_loss: -0.0933, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3691
[2025-05-11 20:49:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1855, logits_fake: 0.1865
[2025-05-11 20:49:32] (step=0037800) Train Loss: 1.2909, Train Steps/Sec: 1.50
[2025-05-11 20:50:38] (Generator) rec_loss: 0.0663, perceptual_loss: 0.3457, vq_loss: 0.0166, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.8272, generator_adv_loss: -0.0820, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3311
[2025-05-11 20:50:38] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1514, logits_fake: 0.1641
[2025-05-11 20:50:38] (step=0037900) Train Loss: 1.2594, Train Steps/Sec: 1.50
[2025-05-11 20:51:45] (Generator) rec_loss: 0.0526, perceptual_loss: 0.3496, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.7799, generator_adv_loss: -0.0115, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3773
[2025-05-11 20:51:45] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0361, logits_fake: 0.0229
[2025-05-11 20:51:45] (step=0038000) Train Loss: 1.3427, Train Steps/Sec: 1.50
[2025-05-11 20:52:51] (Generator) rec_loss: 0.0665, perceptual_loss: 0.3652, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.7845, generator_adv_loss: 0.1099, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3884
[2025-05-11 20:52:51] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2119, logits_fake: -0.2197
[2025-05-11 20:52:51] (step=0038100) Train Loss: 1.2774, Train Steps/Sec: 1.50
[2025-05-11 20:53:58] (Generator) rec_loss: 0.0617, perceptual_loss: 0.3398, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8016, generator_adv_loss: -0.0398, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3370
[2025-05-11 20:53:58] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.1260, logits_fake: 0.0796
[2025-05-11 20:53:58] (step=0038200) Train Loss: 1.3209, Train Steps/Sec: 1.50
[2025-05-11 20:55:04] (Generator) rec_loss: 0.0713, perceptual_loss: 0.3809, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.8151, generator_adv_loss: 0.2520, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3749
[2025-05-11 20:55:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.5039, logits_fake: -0.5039
[2025-05-11 20:55:05] (step=0038300) Train Loss: 1.3233, Train Steps/Sec: 1.50
[2025-05-11 20:56:11] (Generator) rec_loss: 0.0761, perceptual_loss: 0.3555, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.7746, generator_adv_loss: -0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3664
[2025-05-11 20:56:11] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0684, logits_fake: 0.0864
[2025-05-11 20:56:11] (step=0038400) Train Loss: 1.3234, Train Steps/Sec: 1.51
[2025-05-11 20:57:17] (Generator) rec_loss: 0.0450, perceptual_loss: 0.3594, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8047, generator_adv_loss: 0.0238, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3662
[2025-05-11 20:57:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0435, logits_fake: -0.0476
[2025-05-11 20:57:18] (step=0038500) Train Loss: 1.2730, Train Steps/Sec: 1.50
[2025-05-11 20:58:24] (Generator) rec_loss: 0.0438, perceptual_loss: 0.3691, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.7894, generator_adv_loss: 0.1475, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3747
[2025-05-11 20:58:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2988, logits_fake: -0.2949
[2025-05-11 20:58:24] (step=0038600) Train Loss: 1.3324, Train Steps/Sec: 1.50
[2025-05-11 20:59:30] (Generator) rec_loss: 0.0521, perceptual_loss: 0.3496, vq_loss: 0.0161, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.8364, generator_adv_loss: -0.0447, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3563
[2025-05-11 20:59:31] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0933, logits_fake: 0.0894
[2025-05-11 20:59:31] (step=0038700) Train Loss: 1.3154, Train Steps/Sec: 1.50
[2025-05-11 21:00:37] (Generator) rec_loss: 0.0752, perceptual_loss: 0.3867, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8250, generator_adv_loss: -0.0205, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3790
[2025-05-11 21:00:37] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0549, logits_fake: 0.0410
[2025-05-11 21:00:37] (step=0038800) Train Loss: 1.3065, Train Steps/Sec: 1.50
[2025-05-11 21:01:43] (Generator) rec_loss: 0.0628, perceptual_loss: 0.3613, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8095, generator_adv_loss: -0.0332, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3721
[2025-05-11 21:01:43] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.1138, logits_fake: 0.0664
[2025-05-11 21:01:43] (step=0038900) Train Loss: 1.3100, Train Steps/Sec: 1.50
[2025-05-11 21:02:49] (Generator) rec_loss: 0.0656, perceptual_loss: 0.3789, vq_loss: 0.0165, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.7968, generator_adv_loss: -0.1406, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3634
[2025-05-11 21:02:50] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.2910, logits_fake: 0.2812
[2025-05-11 21:02:50] (step=0039000) Train Loss: 1.3604, Train Steps/Sec: 1.51
[2025-05-11 21:03:56] (Generator) rec_loss: 0.0429, perceptual_loss: 0.3633, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8069, generator_adv_loss: -0.0649, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3592
[2025-05-11 21:03:56] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1699, logits_fake: 0.1299
[2025-05-11 21:03:56] (step=0039100) Train Loss: 1.3094, Train Steps/Sec: 1.50
[2025-05-11 21:05:03] (Generator) rec_loss: 0.0863, perceptual_loss: 0.3750, vq_loss: 0.0162, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.8058, generator_adv_loss: 0.0284, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3721
[2025-05-11 21:05:03] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0258, logits_fake: -0.0569
[2025-05-11 21:05:03] (step=0039200) Train Loss: 1.3166, Train Steps/Sec: 1.50
[2025-05-11 21:06:09] (Generator) rec_loss: 0.0661, perceptual_loss: 0.3691, vq_loss: 0.0162, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.8052, generator_adv_loss: 0.0393, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3859
[2025-05-11 21:06:09] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0898, logits_fake: -0.0786
[2025-05-11 21:06:09] (step=0039300) Train Loss: 1.3644, Train Steps/Sec: 1.50
[2025-05-11 21:07:15] (Generator) rec_loss: 0.0420, perceptual_loss: 0.3594, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.8214, generator_adv_loss: 0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4105
[2025-05-11 21:07:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1387, logits_fake: -0.1367
[2025-05-11 21:07:16] (step=0039400) Train Loss: 1.3209, Train Steps/Sec: 1.51
[2025-05-11 21:08:22] (Generator) rec_loss: 0.0463, perceptual_loss: 0.3281, vq_loss: 0.0163, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.8135, generator_adv_loss: -0.0303, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3336
[2025-05-11 21:08:22] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0496, logits_fake: 0.0605
[2025-05-11 21:08:22] (step=0039500) Train Loss: 1.3083, Train Steps/Sec: 1.50
[2025-05-11 21:09:28] (Generator) rec_loss: 0.0759, perceptual_loss: 0.3652, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.8248, generator_adv_loss: -0.1309, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3866
[2025-05-11 21:09:29] (Discriminator) discriminator_adv_loss: 0.4844, disc_weight: 0.5000, logits_real: 0.3242, logits_fake: 0.2617
[2025-05-11 21:09:29] (step=0039600) Train Loss: 1.3136, Train Steps/Sec: 1.50
[2025-05-11 21:10:35] (Generator) rec_loss: 0.0401, perceptual_loss: 0.3730, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.8008, generator_adv_loss: 0.0879, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3946
[2025-05-11 21:10:35] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2061, logits_fake: -0.1758
[2025-05-11 21:10:35] (step=0039700) Train Loss: 1.3299, Train Steps/Sec: 1.50
[2025-05-11 21:11:41] (Generator) rec_loss: 0.0892, perceptual_loss: 0.4121, vq_loss: 0.0161, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.8160, generator_adv_loss: 0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3793
[2025-05-11 21:11:42] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1172, logits_fake: -0.1367
[2025-05-11 21:11:42] (step=0039800) Train Loss: 1.3325, Train Steps/Sec: 1.50
[2025-05-11 21:12:48] (Generator) rec_loss: 0.0388, perceptual_loss: 0.3281, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.7993, generator_adv_loss: -0.1406, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3613
[2025-05-11 21:12:48] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.2598, logits_fake: 0.2812
[2025-05-11 21:12:48] (step=0039900) Train Loss: 1.3622, Train Steps/Sec: 1.51
[2025-05-11 21:13:54] (Generator) rec_loss: 0.0573, perceptual_loss: 0.3652, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.7775, generator_adv_loss: 0.1387, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3670
[2025-05-11 21:13:55] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.2393, logits_fake: -0.2773
[2025-05-11 21:13:55] (step=0040000) Train Loss: 1.3096, Train Steps/Sec: 1.50
[2025-05-11 21:13:58] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0040000.pt
[2025-05-11 21:15:04] (Generator) rec_loss: 0.0687, perceptual_loss: 0.3906, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8143, generator_adv_loss: -0.1787, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3810
[2025-05-11 21:15:05] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.3984, logits_fake: 0.3574
[2025-05-11 21:15:05] (step=0040100) Train Loss: 1.3581, Train Steps/Sec: 1.43
[2025-05-11 21:16:11] (Generator) rec_loss: 0.0857, perceptual_loss: 0.3828, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8173, generator_adv_loss: 0.0737, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4003
[2025-05-11 21:16:11] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: -0.1084, logits_fake: -0.1475
[2025-05-11 21:16:11] (step=0040200) Train Loss: 1.2832, Train Steps/Sec: 1.51
[2025-05-11 21:17:17] (Generator) rec_loss: 0.0543, perceptual_loss: 0.3711, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8199, generator_adv_loss: 0.1074, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3589
[2025-05-11 21:17:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2148, logits_fake: -0.2148
[2025-05-11 21:17:18] (step=0040300) Train Loss: 1.3091, Train Steps/Sec: 1.50
[2025-05-11 21:18:24] (Generator) rec_loss: 0.0554, perceptual_loss: 0.3418, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8171, generator_adv_loss: 0.0476, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3169
[2025-05-11 21:18:24] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0757, logits_fake: -0.0952
[2025-05-11 21:18:24] (step=0040400) Train Loss: 1.3260, Train Steps/Sec: 1.50
[2025-05-11 21:19:30] (Generator) rec_loss: 0.0615, perceptual_loss: 0.3379, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.7766, generator_adv_loss: -0.0923, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3983
[2025-05-11 21:19:31] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2051, logits_fake: 0.1846
[2025-05-11 21:19:31] (step=0040500) Train Loss: 1.3479, Train Steps/Sec: 1.50
[2025-05-11 21:20:37] (Generator) rec_loss: 0.0626, perceptual_loss: 0.4102, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.7852, generator_adv_loss: 0.1787, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3892
[2025-05-11 21:20:37] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.3672, logits_fake: -0.3574
[2025-05-11 21:20:37] (step=0040600) Train Loss: 1.3112, Train Steps/Sec: 1.50
[2025-05-11 21:21:43] (Generator) rec_loss: 0.0305, perceptual_loss: 0.3242, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8065, generator_adv_loss: -0.0649, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3423
[2025-05-11 21:21:44] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1196, logits_fake: 0.1299
[2025-05-11 21:21:44] (step=0040700) Train Loss: 1.3269, Train Steps/Sec: 1.50
[2025-05-11 21:22:50] (Generator) rec_loss: 0.0862, perceptual_loss: 0.3887, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.7969, generator_adv_loss: -0.0223, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3716
[2025-05-11 21:22:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0508, logits_fake: 0.0447
[2025-05-11 21:22:50] (step=0040800) Train Loss: 1.3398, Train Steps/Sec: 1.50
[2025-05-11 21:23:56] (Generator) rec_loss: 0.0654, perceptual_loss: 0.3145, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8178, generator_adv_loss: -0.1025, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3332
[2025-05-11 21:23:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2041, logits_fake: 0.2051
[2025-05-11 21:23:57] (step=0040900) Train Loss: 1.3445, Train Steps/Sec: 1.51
[2025-05-11 21:25:03] (Generator) rec_loss: 0.0492, perceptual_loss: 0.3184, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8080, generator_adv_loss: 0.0186, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3287
[2025-05-11 21:25:03] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0806, logits_fake: -0.0371
[2025-05-11 21:25:03] (step=0041000) Train Loss: 1.3096, Train Steps/Sec: 1.51
[2025-05-11 21:26:09] (Generator) rec_loss: 0.0587, perceptual_loss: 0.3633, vq_loss: 0.0124, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.7730, generator_adv_loss: -0.0544, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3314
[2025-05-11 21:26:09] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.0571, logits_fake: 0.1089
[2025-05-11 21:26:09] (step=0041100) Train Loss: 1.3659, Train Steps/Sec: 1.50
[2025-05-11 21:27:15] (Generator) rec_loss: 0.0815, perceptual_loss: 0.3789, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8070, generator_adv_loss: 0.1035, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3678
[2025-05-11 21:27:16] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1816, logits_fake: -0.2070
[2025-05-11 21:27:16] (step=0041200) Train Loss: 1.2530, Train Steps/Sec: 1.50
[2025-05-11 21:28:22] (Generator) rec_loss: 0.0520, perceptual_loss: 0.3652, vq_loss: 0.0126, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.8113, generator_adv_loss: 0.0361, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3615
[2025-05-11 21:28:22] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0630, logits_fake: -0.0723
[2025-05-11 21:28:22] (step=0041300) Train Loss: 1.3554, Train Steps/Sec: 1.50
[2025-05-11 21:29:28] (Generator) rec_loss: 0.0461, perceptual_loss: 0.3477, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8049, generator_adv_loss: -0.1572, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3762
[2025-05-11 21:29:29] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.2793, logits_fake: 0.3145
[2025-05-11 21:29:29] (step=0041400) Train Loss: 1.3338, Train Steps/Sec: 1.51
[2025-05-11 21:30:35] (Generator) rec_loss: 0.0301, perceptual_loss: 0.3516, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8212, generator_adv_loss: 0.1719, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3752
[2025-05-11 21:30:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3477, logits_fake: -0.3438
[2025-05-11 21:30:35] (step=0041500) Train Loss: 1.3397, Train Steps/Sec: 1.50
[2025-05-11 21:31:41] (Generator) rec_loss: 0.0457, perceptual_loss: 0.3359, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8243, generator_adv_loss: -0.0064, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3473
[2025-05-11 21:31:42] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0182, logits_fake: 0.0128
[2025-05-11 21:31:42] (step=0041600) Train Loss: 1.2832, Train Steps/Sec: 1.51
[2025-05-11 21:32:48] (Generator) rec_loss: 0.0444, perceptual_loss: 0.3594, vq_loss: 0.0127, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.8257, generator_adv_loss: -0.0540, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3450
[2025-05-11 21:32:48] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1221, logits_fake: 0.1079
[2025-05-11 21:32:48] (step=0041700) Train Loss: 1.3599, Train Steps/Sec: 1.50
[2025-05-11 21:33:54] (Generator) rec_loss: 0.0585, perceptual_loss: 0.3281, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8283, generator_adv_loss: -0.0249, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3337
[2025-05-11 21:33:55] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0732, logits_fake: 0.0498
[2025-05-11 21:33:55] (step=0041800) Train Loss: 1.2746, Train Steps/Sec: 1.51
[2025-05-11 21:35:01] (Generator) rec_loss: 0.0748, perceptual_loss: 0.3926, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8226, generator_adv_loss: 0.1221, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3802
[2025-05-11 21:35:01] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2236, logits_fake: -0.2441
[2025-05-11 21:35:01] (step=0041900) Train Loss: 1.2901, Train Steps/Sec: 1.50
[2025-05-11 21:36:07] (Generator) rec_loss: 0.0470, perceptual_loss: 0.3203, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8316, generator_adv_loss: 0.0630, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3670
[2025-05-11 21:36:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1211, logits_fake: -0.1260
[2025-05-11 21:36:08] (step=0042000) Train Loss: 1.3107, Train Steps/Sec: 1.50
[2025-05-11 21:37:14] (Generator) rec_loss: 0.0494, perceptual_loss: 0.3730, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8141, generator_adv_loss: 0.0016, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3486
[2025-05-11 21:37:14] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0020, logits_fake: -0.0033
[2025-05-11 21:37:14] (step=0042100) Train Loss: 1.2888, Train Steps/Sec: 1.50
[2025-05-11 21:38:20] (Generator) rec_loss: 0.0264, perceptual_loss: 0.3438, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.8363, generator_adv_loss: 0.0312, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3224
[2025-05-11 21:38:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0630, logits_fake: -0.0625
[2025-05-11 21:38:20] (step=0042200) Train Loss: 1.3480, Train Steps/Sec: 1.51
[2025-05-11 21:39:27] (Generator) rec_loss: 0.0614, perceptual_loss: 0.3691, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.8436, generator_adv_loss: 0.0442, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3737
[2025-05-11 21:39:27] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1089, logits_fake: -0.0884
[2025-05-11 21:39:27] (step=0042300) Train Loss: 1.3789, Train Steps/Sec: 1.50
[2025-05-11 21:40:33] (Generator) rec_loss: 0.0464, perceptual_loss: 0.3691, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8375, generator_adv_loss: 0.0540, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3678
[2025-05-11 21:40:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1133, logits_fake: -0.1079
[2025-05-11 21:40:34] (step=0042400) Train Loss: 1.3098, Train Steps/Sec: 1.50
[2025-05-11 21:41:40] (Generator) rec_loss: 0.0813, perceptual_loss: 0.3477, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8208, generator_adv_loss: 0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3558
[2025-05-11 21:41:40] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1553, logits_fake: -0.1426
[2025-05-11 21:41:40] (step=0042500) Train Loss: 1.3178, Train Steps/Sec: 1.50
[2025-05-11 21:42:46] (Generator) rec_loss: 0.0603, perceptual_loss: 0.3496, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8226, generator_adv_loss: 0.0608, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3264
[2025-05-11 21:42:47] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0957, logits_fake: -0.1216
[2025-05-11 21:42:47] (step=0042600) Train Loss: 1.3113, Train Steps/Sec: 1.50
[2025-05-11 21:43:53] (Generator) rec_loss: 0.0594, perceptual_loss: 0.3555, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8271, generator_adv_loss: -0.0464, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3742
[2025-05-11 21:43:53] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1001, logits_fake: 0.0928
[2025-05-11 21:43:53] (step=0042700) Train Loss: 1.3086, Train Steps/Sec: 1.50
[2025-05-11 21:44:59] (Generator) rec_loss: 0.0580, perceptual_loss: 0.3555, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8183, generator_adv_loss: -0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3842
[2025-05-11 21:45:00] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1660, logits_fake: 0.1562
[2025-05-11 21:45:00] (step=0042800) Train Loss: 1.3178, Train Steps/Sec: 1.50
[2025-05-11 21:46:06] (Generator) rec_loss: 0.0432, perceptual_loss: 0.3438, vq_loss: 0.0130, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.8102, generator_adv_loss: 0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3346
[2025-05-11 21:46:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1602, logits_fake: -0.1562
[2025-05-11 21:46:06] (step=0042900) Train Loss: 1.3643, Train Steps/Sec: 1.50
[2025-05-11 21:47:12] (Generator) rec_loss: 0.0844, perceptual_loss: 0.3516, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8285, generator_adv_loss: 0.0038, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3680
[2025-05-11 21:47:13] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0115, logits_fake: -0.0075
[2025-05-11 21:47:13] (step=0043000) Train Loss: 1.3217, Train Steps/Sec: 1.50
[2025-05-11 21:48:19] (Generator) rec_loss: 0.0826, perceptual_loss: 0.3652, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8202, generator_adv_loss: -0.0175, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3800
[2025-05-11 21:48:19] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0282, logits_fake: 0.0349
[2025-05-11 21:48:19] (step=0043100) Train Loss: 1.2905, Train Steps/Sec: 1.50
[2025-05-11 21:49:25] (Generator) rec_loss: 0.0788, perceptual_loss: 0.3496, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8434, generator_adv_loss: 0.0420, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3439
[2025-05-11 21:49:26] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.1299, logits_fake: -0.0840
[2025-05-11 21:49:26] (step=0043200) Train Loss: 1.2910, Train Steps/Sec: 1.50
[2025-05-11 21:50:32] (Generator) rec_loss: 0.0829, perceptual_loss: 0.3652, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8357, generator_adv_loss: 0.0140, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3393
[2025-05-11 21:50:32] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0139, logits_fake: -0.0281
[2025-05-11 21:50:32] (step=0043300) Train Loss: 1.2738, Train Steps/Sec: 1.50
[2025-05-11 21:51:38] (Generator) rec_loss: 0.0773, perceptual_loss: 0.4043, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8355, generator_adv_loss: 0.0229, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3671
[2025-05-11 21:51:39] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.0018, logits_fake: -0.0459
[2025-05-11 21:51:39] (step=0043400) Train Loss: 1.2818, Train Steps/Sec: 1.50
[2025-05-11 21:52:45] (Generator) rec_loss: 0.0930, perceptual_loss: 0.3770, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8048, generator_adv_loss: -0.0162, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3685
[2025-05-11 21:52:45] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0620, logits_fake: 0.0325
[2025-05-11 21:52:45] (step=0043500) Train Loss: 1.3208, Train Steps/Sec: 1.51
[2025-05-11 21:53:51] (Generator) rec_loss: 0.0628, perceptual_loss: 0.3359, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.8251, generator_adv_loss: -0.0757, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3375
[2025-05-11 21:53:51] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1318, logits_fake: 0.1514
[2025-05-11 21:53:52] (step=0043600) Train Loss: 1.3336, Train Steps/Sec: 1.51
[2025-05-11 21:54:57] (Generator) rec_loss: 0.0687, perceptual_loss: 0.3691, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8444, generator_adv_loss: -0.0225, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3304
[2025-05-11 21:54:58] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0188, logits_fake: 0.0449
[2025-05-11 21:54:58] (step=0043700) Train Loss: 1.3060, Train Steps/Sec: 1.51
[2025-05-11 21:56:04] (Generator) rec_loss: 0.0690, perceptual_loss: 0.3398, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8461, generator_adv_loss: -0.0152, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3694
[2025-05-11 21:56:04] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0532, logits_fake: 0.0304
[2025-05-11 21:56:04] (step=0043800) Train Loss: 1.2786, Train Steps/Sec: 1.50
[2025-05-11 21:57:11] (Generator) rec_loss: 0.0424, perceptual_loss: 0.3223, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8599, generator_adv_loss: 0.0060, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3327
[2025-05-11 21:57:11] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0286, logits_fake: -0.0119
[2025-05-11 21:57:11] (step=0043900) Train Loss: 1.3049, Train Steps/Sec: 1.50
[2025-05-11 21:58:17] (Generator) rec_loss: 0.0763, perceptual_loss: 0.3594, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8158, generator_adv_loss: 0.0791, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3783
[2025-05-11 21:58:17] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1240, logits_fake: -0.1582
[2025-05-11 21:58:17] (step=0044000) Train Loss: 1.3281, Train Steps/Sec: 1.51
[2025-05-11 21:59:23] (Generator) rec_loss: 0.0779, perceptual_loss: 0.3594, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8609, generator_adv_loss: 0.1338, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3619
[2025-05-11 21:59:24] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2832, logits_fake: -0.2676
[2025-05-11 21:59:24] (step=0044100) Train Loss: 1.2897, Train Steps/Sec: 1.51
[2025-05-11 22:00:30] (Generator) rec_loss: 0.0945, perceptual_loss: 0.3496, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8402, generator_adv_loss: -0.1270, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3149
[2025-05-11 22:00:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2490, logits_fake: 0.2539
[2025-05-11 22:00:30] (step=0044200) Train Loss: 1.3206, Train Steps/Sec: 1.50
[2025-05-11 22:01:36] (Generator) rec_loss: 0.0858, perceptual_loss: 0.3652, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8375, generator_adv_loss: 0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3486
[2025-05-11 22:01:37] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1602, logits_fake: -0.1836
[2025-05-11 22:01:37] (step=0044300) Train Loss: 1.2882, Train Steps/Sec: 1.50
[2025-05-11 22:02:43] (Generator) rec_loss: 0.0630, perceptual_loss: 0.3770, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8362, generator_adv_loss: -0.0039, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3480
[2025-05-11 22:02:43] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0192, logits_fake: 0.0078
[2025-05-11 22:02:43] (step=0044400) Train Loss: 1.3164, Train Steps/Sec: 1.51
[2025-05-11 22:03:49] (Generator) rec_loss: 0.0726, perceptual_loss: 0.4121, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8320, generator_adv_loss: 0.0645, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4291
[2025-05-11 22:03:50] (Discriminator) discriminator_adv_loss: 0.5195, disc_weight: 0.5000, logits_real: -0.2051, logits_fake: -0.1289
[2025-05-11 22:03:50] (step=0044500) Train Loss: 1.3080, Train Steps/Sec: 1.50
[2025-05-11 22:04:56] (Generator) rec_loss: 0.0732, perceptual_loss: 0.3633, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8482, generator_adv_loss: 0.0564, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3678
[2025-05-11 22:04:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1069, logits_fake: -0.1128
[2025-05-11 22:04:56] (step=0044600) Train Loss: 1.2662, Train Steps/Sec: 1.50
[2025-05-11 22:06:02] (Generator) rec_loss: 0.0491, perceptual_loss: 0.3867, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8487, generator_adv_loss: -0.0148, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3614
[2025-05-11 22:06:03] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0415, logits_fake: 0.0295
[2025-05-11 22:06:03] (step=0044700) Train Loss: 1.2683, Train Steps/Sec: 1.50
[2025-05-11 22:07:09] (Generator) rec_loss: 0.0803, perceptual_loss: 0.3730, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8415, generator_adv_loss: 0.0205, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3765
[2025-05-11 22:07:09] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.0082, logits_fake: -0.0410
[2025-05-11 22:07:09] (step=0044800) Train Loss: 1.3161, Train Steps/Sec: 1.50
[2025-05-11 22:08:15] (Generator) rec_loss: 0.0390, perceptual_loss: 0.3105, vq_loss: 0.0156, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.8457, generator_adv_loss: -0.0085, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3278
[2025-05-11 22:08:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0171, logits_fake: 0.0171
[2025-05-11 22:08:16] (step=0044900) Train Loss: 1.2584, Train Steps/Sec: 1.51
[2025-05-11 22:09:22] (Generator) rec_loss: 0.0681, perceptual_loss: 0.3457, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8514, generator_adv_loss: -0.0113, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3571
[2025-05-11 22:09:22] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0322, logits_fake: 0.0226
[2025-05-11 22:09:22] (step=0045000) Train Loss: 1.2644, Train Steps/Sec: 1.50
[2025-05-11 22:09:26] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0045000.pt
[2025-05-11 22:10:32] (Generator) rec_loss: 0.0458, perceptual_loss: 0.3672, vq_loss: 0.0166, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.8450, generator_adv_loss: -0.0044, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3551
[2025-05-11 22:10:33] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0016, logits_fake: 0.0088
[2025-05-11 22:10:33] (step=0045100) Train Loss: 1.2773, Train Steps/Sec: 1.42
[2025-05-11 22:11:39] (Generator) rec_loss: 0.0955, perceptual_loss: 0.3906, vq_loss: 0.0164, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.8384, generator_adv_loss: 0.0391, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3632
[2025-05-11 22:11:39] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0674, logits_fake: -0.0781
[2025-05-11 22:11:39] (step=0045200) Train Loss: 1.3262, Train Steps/Sec: 1.50
[2025-05-11 22:12:45] (Generator) rec_loss: 0.0231, perceptual_loss: 0.2695, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8564, generator_adv_loss: 0.0197, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3087
[2025-05-11 22:12:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0493, logits_fake: -0.0393
[2025-05-11 22:12:46] (step=0045300) Train Loss: 1.2756, Train Steps/Sec: 1.50
[2025-05-11 22:13:52] (Generator) rec_loss: 0.0890, perceptual_loss: 0.3535, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8231, generator_adv_loss: -0.0898, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3170
[2025-05-11 22:13:52] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1865, logits_fake: 0.1797
[2025-05-11 22:13:52] (step=0045400) Train Loss: 1.2870, Train Steps/Sec: 1.50
[2025-05-11 22:14:58] (Generator) rec_loss: 0.0569, perceptual_loss: 0.3496, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8280, generator_adv_loss: 0.0527, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3599
[2025-05-11 22:14:59] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1396, logits_fake: -0.1055
[2025-05-11 22:14:59] (step=0045500) Train Loss: 1.2989, Train Steps/Sec: 1.50
[2025-05-11 22:16:05] (Generator) rec_loss: 0.0516, perceptual_loss: 0.3379, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8438, generator_adv_loss: 0.0447, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3827
[2025-05-11 22:16:05] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0776, logits_fake: -0.0894
[2025-05-11 22:16:05] (step=0045600) Train Loss: 1.2959, Train Steps/Sec: 1.50
[2025-05-11 22:17:11] (Generator) rec_loss: 0.0496, perceptual_loss: 0.3887, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8574, generator_adv_loss: 0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3547
[2025-05-11 22:17:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.1836
[2025-05-11 22:17:12] (step=0045700) Train Loss: 1.2904, Train Steps/Sec: 1.50
[2025-05-11 22:18:18] (Generator) rec_loss: 0.0818, perceptual_loss: 0.3867, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8517, generator_adv_loss: -0.0601, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3450
[2025-05-11 22:18:18] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1514, logits_fake: 0.1201
[2025-05-11 22:18:18] (step=0045800) Train Loss: 1.2758, Train Steps/Sec: 1.50
[2025-05-11 22:19:24] (Generator) rec_loss: 0.0413, perceptual_loss: 0.3711, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8485, generator_adv_loss: 0.1235, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3554
[2025-05-11 22:19:25] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2285, logits_fake: -0.2471
[2025-05-11 22:19:25] (step=0045900) Train Loss: 1.2807, Train Steps/Sec: 1.50
[2025-05-11 22:20:31] (Generator) rec_loss: 0.0444, perceptual_loss: 0.3672, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8538, generator_adv_loss: -0.0212, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3566
[2025-05-11 22:20:31] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0564, logits_fake: 0.0425
[2025-05-11 22:20:31] (step=0046000) Train Loss: 1.2780, Train Steps/Sec: 1.51
[2025-05-11 22:21:37] (Generator) rec_loss: 0.0599, perceptual_loss: 0.3652, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8484, generator_adv_loss: -0.0361, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3753
[2025-05-11 22:21:37] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0840, logits_fake: 0.0723
[2025-05-11 22:21:37] (step=0046100) Train Loss: 1.3276, Train Steps/Sec: 1.50
[2025-05-11 22:22:44] (Generator) rec_loss: 0.0606, perceptual_loss: 0.3945, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8654, generator_adv_loss: 0.0493, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3855
[2025-05-11 22:22:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0996, logits_fake: -0.0986
[2025-05-11 22:22:44] (step=0046200) Train Loss: 1.3081, Train Steps/Sec: 1.50
[2025-05-11 22:23:50] (Generator) rec_loss: 0.0482, perceptual_loss: 0.3691, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8493, generator_adv_loss: -0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3494
[2025-05-11 22:23:50] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1953, logits_fake: 0.1836
[2025-05-11 22:23:50] (step=0046300) Train Loss: 1.2590, Train Steps/Sec: 1.51
[2025-05-11 22:24:57] (Generator) rec_loss: 0.0545, perceptual_loss: 0.3496, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8636, generator_adv_loss: 0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3586
[2025-05-11 22:24:57] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0635, logits_fake: -0.0737
[2025-05-11 22:24:57] (step=0046400) Train Loss: 1.3027, Train Steps/Sec: 1.50
[2025-05-11 22:26:03] (Generator) rec_loss: 0.0610, perceptual_loss: 0.3262, vq_loss: 0.0161, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.8649, generator_adv_loss: 0.0288, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3689
[2025-05-11 22:26:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0659, logits_fake: -0.0576
[2025-05-11 22:26:03] (step=0046500) Train Loss: 1.3157, Train Steps/Sec: 1.51
[2025-05-11 22:27:09] (Generator) rec_loss: 0.0551, perceptual_loss: 0.3457, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8348, generator_adv_loss: 0.1270, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3349
[2025-05-11 22:27:10] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2314, logits_fake: -0.2539
[2025-05-11 22:27:10] (step=0046600) Train Loss: 1.2857, Train Steps/Sec: 1.51
[2025-05-11 22:28:16] (Generator) rec_loss: 0.0548, perceptual_loss: 0.3594, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8564, generator_adv_loss: 0.0308, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2931
[2025-05-11 22:28:16] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0298, logits_fake: -0.0615
[2025-05-11 22:28:16] (step=0046700) Train Loss: 1.2773, Train Steps/Sec: 1.50
[2025-05-11 22:28:18] Beginning epoch 2...
[2025-05-11 22:29:23] (Generator) rec_loss: 0.0607, perceptual_loss: 0.3535, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8696, generator_adv_loss: 0.0679, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3587
[2025-05-11 22:29:23] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1689, logits_fake: -0.1357
[2025-05-11 22:29:23] (step=0046800) Train Loss: 1.3407, Train Steps/Sec: 1.50
[2025-05-11 22:30:29] (Generator) rec_loss: 0.0478, perceptual_loss: 0.3047, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8531, generator_adv_loss: 0.1572, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3353
[2025-05-11 22:30:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3164, logits_fake: -0.3145
[2025-05-11 22:30:29] (step=0046900) Train Loss: 1.3188, Train Steps/Sec: 1.50
[2025-05-11 22:31:36] (Generator) rec_loss: 0.0466, perceptual_loss: 0.3398, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8614, generator_adv_loss: -0.1021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2958
[2025-05-11 22:31:36] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.2354, logits_fake: 0.2041
[2025-05-11 22:31:36] (step=0047000) Train Loss: 1.3074, Train Steps/Sec: 1.50
[2025-05-11 22:32:42] (Generator) rec_loss: 0.0441, perceptual_loss: 0.3672, vq_loss: 0.0130, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.8513, generator_adv_loss: -0.0579, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3929
[2025-05-11 22:32:43] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0952, logits_fake: 0.1157
[2025-05-11 22:32:43] (step=0047100) Train Loss: 1.2900, Train Steps/Sec: 1.50
[2025-05-11 22:33:49] (Generator) rec_loss: 0.0479, perceptual_loss: 0.3164, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8575, generator_adv_loss: 0.0170, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3613
[2025-05-11 22:33:49] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0206, logits_fake: -0.0339
[2025-05-11 22:33:49] (step=0047200) Train Loss: 1.2988, Train Steps/Sec: 1.50
[2025-05-11 22:34:55] (Generator) rec_loss: 0.0325, perceptual_loss: 0.3633, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8644, generator_adv_loss: 0.0145, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3950
[2025-05-11 22:34:56] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0454, logits_fake: -0.0289
[2025-05-11 22:34:56] (step=0047300) Train Loss: 1.2901, Train Steps/Sec: 1.50
[2025-05-11 22:36:02] (Generator) rec_loss: 0.0854, perceptual_loss: 0.3652, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8543, generator_adv_loss: -0.1533, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3862
[2025-05-11 22:36:02] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.2793, logits_fake: 0.3066
[2025-05-11 22:36:02] (step=0047400) Train Loss: 1.3034, Train Steps/Sec: 1.50
[2025-05-11 22:37:09] (Generator) rec_loss: 0.0500, perceptual_loss: 0.3848, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8658, generator_adv_loss: 0.0625, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3918
[2025-05-11 22:37:09] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1191, logits_fake: -0.1250
[2025-05-11 22:37:09] (step=0047500) Train Loss: 1.3408, Train Steps/Sec: 1.50
[2025-05-11 22:38:15] (Generator) rec_loss: 0.0821, perceptual_loss: 0.3711, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8522, generator_adv_loss: -0.0396, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3518
[2025-05-11 22:38:15] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0991, logits_fake: 0.0791
[2025-05-11 22:38:15] (step=0047600) Train Loss: 1.2846, Train Steps/Sec: 1.50
[2025-05-11 22:39:22] (Generator) rec_loss: 0.0871, perceptual_loss: 0.3887, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8653, generator_adv_loss: 0.0476, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3584
[2025-05-11 22:39:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0811, logits_fake: -0.0952
[2025-05-11 22:39:22] (step=0047700) Train Loss: 1.3090, Train Steps/Sec: 1.50
[2025-05-11 22:40:28] (Generator) rec_loss: 0.0621, perceptual_loss: 0.3711, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8573, generator_adv_loss: 0.0491, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3801
[2025-05-11 22:40:29] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.1592, logits_fake: -0.0981
[2025-05-11 22:40:29] (step=0047800) Train Loss: 1.2629, Train Steps/Sec: 1.50
[2025-05-11 22:41:35] (Generator) rec_loss: 0.0516, perceptual_loss: 0.3574, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8730, generator_adv_loss: 0.0752, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3378
[2025-05-11 22:41:35] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1445, logits_fake: -0.1504
[2025-05-11 22:41:35] (step=0047900) Train Loss: 1.2921, Train Steps/Sec: 1.50
[2025-05-11 22:42:41] (Generator) rec_loss: 0.0707, perceptual_loss: 0.3301, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8624, generator_adv_loss: -0.0160, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3099
[2025-05-11 22:42:42] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0155, logits_fake: 0.0320
[2025-05-11 22:42:42] (step=0048000) Train Loss: 1.2466, Train Steps/Sec: 1.50
[2025-05-11 22:43:48] (Generator) rec_loss: 0.0461, perceptual_loss: 0.3535, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8722, generator_adv_loss: 0.0850, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3781
[2025-05-11 22:43:48] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1504, logits_fake: -0.1699
[2025-05-11 22:43:48] (step=0048100) Train Loss: 1.2894, Train Steps/Sec: 1.51
[2025-05-11 22:44:54] (Generator) rec_loss: 0.0662, perceptual_loss: 0.3555, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8736, generator_adv_loss: 0.0082, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3578
[2025-05-11 22:44:54] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0508, logits_fake: -0.0165
[2025-05-11 22:44:54] (step=0048200) Train Loss: 1.2690, Train Steps/Sec: 1.50
[2025-05-11 22:46:01] (Generator) rec_loss: 0.0749, perceptual_loss: 0.3828, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8626, generator_adv_loss: 0.0044, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3784
[2025-05-11 22:46:01] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.0294, logits_fake: -0.0087
[2025-05-11 22:46:01] (step=0048300) Train Loss: 1.2838, Train Steps/Sec: 1.50
[2025-05-11 22:47:07] (Generator) rec_loss: 0.0510, perceptual_loss: 0.3516, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8693, generator_adv_loss: -0.1475, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3426
[2025-05-11 22:47:07] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.2559, logits_fake: 0.2949
[2025-05-11 22:47:07] (step=0048400) Train Loss: 1.2651, Train Steps/Sec: 1.51
[2025-05-11 22:48:14] (Generator) rec_loss: 0.0895, perceptual_loss: 0.3789, vq_loss: 0.0122, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.8603, generator_adv_loss: 0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3704
[2025-05-11 22:48:14] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1641, logits_fake: -0.1543
[2025-05-11 22:48:14] (step=0048500) Train Loss: 1.2858, Train Steps/Sec: 1.50
[2025-05-11 22:49:20] (Generator) rec_loss: 0.0577, perceptual_loss: 0.3281, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8585, generator_adv_loss: -0.0703, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3204
[2025-05-11 22:49:21] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1611, logits_fake: 0.1406
[2025-05-11 22:49:21] (step=0048600) Train Loss: 1.2721, Train Steps/Sec: 1.50
[2025-05-11 22:50:27] (Generator) rec_loss: 0.0725, perceptual_loss: 0.3457, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8614, generator_adv_loss: 0.2246, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3590
[2025-05-11 22:50:27] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.4316, logits_fake: -0.4492
[2025-05-11 22:50:27] (step=0048700) Train Loss: 1.2769, Train Steps/Sec: 1.50
[2025-05-11 22:51:33] (Generator) rec_loss: 0.0517, perceptual_loss: 0.3848, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8751, generator_adv_loss: 0.0474, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3675
[2025-05-11 22:51:33] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1152, logits_fake: -0.0947
[2025-05-11 22:51:33] (step=0048800) Train Loss: 1.3087, Train Steps/Sec: 1.50
[2025-05-11 22:52:39] (Generator) rec_loss: 0.0677, perceptual_loss: 0.3438, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8715, generator_adv_loss: -0.0240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3569
[2025-05-11 22:52:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0376, logits_fake: 0.0481
[2025-05-11 22:52:40] (step=0048900) Train Loss: 1.2751, Train Steps/Sec: 1.51
[2025-05-11 22:53:46] (Generator) rec_loss: 0.0434, perceptual_loss: 0.3496, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8621, generator_adv_loss: 0.1582, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4183
[2025-05-11 22:53:46] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.3379, logits_fake: -0.3164
[2025-05-11 22:53:46] (step=0049000) Train Loss: 1.3120, Train Steps/Sec: 1.50
[2025-05-11 22:54:52] (Generator) rec_loss: 0.0476, perceptual_loss: 0.3574, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8750, generator_adv_loss: 0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3705
[2025-05-11 22:54:53] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1768, logits_fake: -0.1562
[2025-05-11 22:54:53] (step=0049100) Train Loss: 1.2679, Train Steps/Sec: 1.51
[2025-05-11 22:55:59] (Generator) rec_loss: 0.0788, perceptual_loss: 0.2988, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.8732, generator_adv_loss: -0.1592, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3000
[2025-05-11 22:55:59] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.2754, logits_fake: 0.3184
[2025-05-11 22:55:59] (step=0049200) Train Loss: 1.2989, Train Steps/Sec: 1.51
[2025-05-11 22:57:05] (Generator) rec_loss: 0.0421, perceptual_loss: 0.3418, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8609, generator_adv_loss: -0.0732, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3101
[2025-05-11 22:57:06] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1270, logits_fake: 0.1465
[2025-05-11 22:57:06] (step=0049300) Train Loss: 1.2562, Train Steps/Sec: 1.50
[2025-05-11 22:58:12] (Generator) rec_loss: 0.0631, perceptual_loss: 0.3398, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8799, generator_adv_loss: 0.1138, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3203
[2025-05-11 22:58:12] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1963, logits_fake: -0.2275
[2025-05-11 22:58:12] (step=0049400) Train Loss: 1.2863, Train Steps/Sec: 1.50
[2025-05-11 22:59:18] (Generator) rec_loss: 0.0546, perceptual_loss: 0.3223, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8594, generator_adv_loss: -0.0359, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3361
[2025-05-11 22:59:19] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0796, logits_fake: 0.0718
[2025-05-11 22:59:19] (step=0049500) Train Loss: 1.2570, Train Steps/Sec: 1.50
[2025-05-11 23:00:25] (Generator) rec_loss: 0.0672, perceptual_loss: 0.3281, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8706, generator_adv_loss: 0.1797, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3161
[2025-05-11 23:00:25] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.3379, logits_fake: -0.3594
[2025-05-11 23:00:25] (step=0049600) Train Loss: 1.3060, Train Steps/Sec: 1.51
[2025-05-11 23:01:31] (Generator) rec_loss: 0.0527, perceptual_loss: 0.3457, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8819, generator_adv_loss: -0.0195, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3298
[2025-05-11 23:01:32] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0742, logits_fake: 0.0391
[2025-05-11 23:01:32] (step=0049700) Train Loss: 1.3039, Train Steps/Sec: 1.50
[2025-05-11 23:02:38] (Generator) rec_loss: 0.0692, perceptual_loss: 0.3887, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8839, generator_adv_loss: 0.0728, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3747
[2025-05-11 23:02:38] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1455
[2025-05-11 23:02:38] (step=0049800) Train Loss: 1.3022, Train Steps/Sec: 1.50
[2025-05-11 23:03:44] (Generator) rec_loss: 0.1155, perceptual_loss: 0.3789, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8854, generator_adv_loss: -0.0864, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3877
[2025-05-11 23:03:45] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1553, logits_fake: 0.1729
[2025-05-11 23:03:45] (step=0049900) Train Loss: 1.2789, Train Steps/Sec: 1.51
[2025-05-11 23:04:51] (Generator) rec_loss: 0.0383, perceptual_loss: 0.3262, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8832, generator_adv_loss: 0.0913, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2757
[2025-05-11 23:04:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1787, logits_fake: -0.1826
[2025-05-11 23:04:51] (step=0050000) Train Loss: 1.2637, Train Steps/Sec: 1.50
[2025-05-11 23:04:55] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0050000.pt
[2025-05-11 23:06:01] (Generator) rec_loss: 0.0356, perceptual_loss: 0.3457, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8812, generator_adv_loss: 0.0398, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3710
[2025-05-11 23:06:01] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0605, logits_fake: -0.0796
[2025-05-11 23:06:01] (step=0050100) Train Loss: 1.2856, Train Steps/Sec: 1.43
[2025-05-11 23:07:07] (Generator) rec_loss: 0.0464, perceptual_loss: 0.3359, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8923, generator_adv_loss: 0.0996, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3699
[2025-05-11 23:07:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1904, logits_fake: -0.1992
[2025-05-11 23:07:08] (step=0050200) Train Loss: 1.2381, Train Steps/Sec: 1.50
[2025-05-11 23:08:14] (Generator) rec_loss: 0.0329, perceptual_loss: 0.3555, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8713, generator_adv_loss: -0.0240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3209
[2025-05-11 23:08:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0442, logits_fake: 0.0481
[2025-05-11 23:08:14] (step=0050300) Train Loss: 1.2791, Train Steps/Sec: 1.50
[2025-05-11 23:09:20] (Generator) rec_loss: 0.0748, perceptual_loss: 0.4043, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8882, generator_adv_loss: 0.0005, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3988
[2025-05-11 23:09:21] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0240, logits_fake: -0.0009
[2025-05-11 23:09:21] (step=0050400) Train Loss: 1.3088, Train Steps/Sec: 1.51
[2025-05-11 23:10:27] (Generator) rec_loss: 0.0470, perceptual_loss: 0.3730, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8823, generator_adv_loss: 0.0454, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3690
[2025-05-11 23:10:27] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0588, logits_fake: -0.0908
[2025-05-11 23:10:27] (step=0050500) Train Loss: 1.2627, Train Steps/Sec: 1.50
[2025-05-11 23:11:33] (Generator) rec_loss: 0.1002, perceptual_loss: 0.4785, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8820, generator_adv_loss: -0.0786, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4358
[2025-05-11 23:11:33] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.2002, logits_fake: 0.1572
[2025-05-11 23:11:33] (step=0050600) Train Loss: 1.3020, Train Steps/Sec: 1.51
[2025-05-11 23:12:39] (Generator) rec_loss: 0.0658, perceptual_loss: 0.3477, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8920, generator_adv_loss: 0.0889, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3409
[2025-05-11 23:12:40] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1992, logits_fake: -0.1777
[2025-05-11 23:12:40] (step=0050700) Train Loss: 1.2750, Train Steps/Sec: 1.50
[2025-05-11 23:13:46] (Generator) rec_loss: 0.0347, perceptual_loss: 0.3418, vq_loss: 0.0126, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.8791, generator_adv_loss: -0.0339, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3470
[2025-05-11 23:13:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0698, logits_fake: 0.0679
[2025-05-11 23:13:46] (step=0050800) Train Loss: 1.2511, Train Steps/Sec: 1.50
[2025-05-11 23:14:52] (Generator) rec_loss: 0.0637, perceptual_loss: 0.3535, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8983, generator_adv_loss: -0.0564, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3238
[2025-05-11 23:14:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1040, logits_fake: 0.1128
[2025-05-11 23:14:53] (step=0050900) Train Loss: 1.2684, Train Steps/Sec: 1.50
[2025-05-11 23:15:59] (Generator) rec_loss: 0.0605, perceptual_loss: 0.3379, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8812, generator_adv_loss: -0.1167, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3004
[2025-05-11 23:15:59] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.2100, logits_fake: 0.2334
[2025-05-11 23:15:59] (step=0051000) Train Loss: 1.2825, Train Steps/Sec: 1.50
[2025-05-11 23:17:05] (Generator) rec_loss: 0.0487, perceptual_loss: 0.3105, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8971, generator_adv_loss: 0.1426, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3215
[2025-05-11 23:17:06] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2773, logits_fake: -0.2852
[2025-05-11 23:17:06] (step=0051100) Train Loss: 1.2580, Train Steps/Sec: 1.50
[2025-05-11 23:18:12] (Generator) rec_loss: 0.0673, perceptual_loss: 0.3730, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8951, generator_adv_loss: -0.0967, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3362
[2025-05-11 23:18:12] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2314, logits_fake: 0.1934
[2025-05-11 23:18:12] (step=0051200) Train Loss: 1.2645, Train Steps/Sec: 1.50
[2025-05-11 23:19:18] (Generator) rec_loss: 0.0503, perceptual_loss: 0.3457, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8919, generator_adv_loss: 0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3081
[2025-05-11 23:19:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1592, logits_fake: -0.1543
[2025-05-11 23:19:19] (step=0051300) Train Loss: 1.2625, Train Steps/Sec: 1.51
[2025-05-11 23:20:25] (Generator) rec_loss: 0.1110, perceptual_loss: 0.3867, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.8891, generator_adv_loss: -0.0962, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3346
[2025-05-11 23:20:25] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.2393, logits_fake: 0.1924
[2025-05-11 23:20:25] (step=0051400) Train Loss: 1.2674, Train Steps/Sec: 1.50
[2025-05-11 23:21:31] (Generator) rec_loss: 0.0345, perceptual_loss: 0.3145, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8941, generator_adv_loss: 0.0413, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3361
[2025-05-11 23:21:32] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0962, logits_fake: -0.0825
[2025-05-11 23:21:32] (step=0051500) Train Loss: 1.2248, Train Steps/Sec: 1.50
[2025-05-11 23:22:38] (Generator) rec_loss: 0.0347, perceptual_loss: 0.3223, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8887, generator_adv_loss: 0.0187, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3261
[2025-05-11 23:22:38] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0688, logits_fake: -0.0374
[2025-05-11 23:22:38] (step=0051600) Train Loss: 1.2696, Train Steps/Sec: 1.51
[2025-05-11 23:23:44] (Generator) rec_loss: 0.0633, perceptual_loss: 0.3340, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9015, generator_adv_loss: 0.1299, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3396
[2025-05-11 23:23:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2559, logits_fake: -0.2598
[2025-05-11 23:23:45] (step=0051700) Train Loss: 1.2914, Train Steps/Sec: 1.51
[2025-05-11 23:24:51] (Generator) rec_loss: 0.0548, perceptual_loss: 0.3457, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9010, generator_adv_loss: -0.1143, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3511
[2025-05-11 23:24:51] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.2363, logits_fake: 0.2285
[2025-05-11 23:24:51] (step=0051800) Train Loss: 1.2588, Train Steps/Sec: 1.50
[2025-05-11 23:25:57] (Generator) rec_loss: 0.0602, perceptual_loss: 0.3516, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8952, generator_adv_loss: -0.1128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3691
[2025-05-11 23:25:58] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.2344, logits_fake: 0.2256
[2025-05-11 23:25:58] (step=0051900) Train Loss: 1.2268, Train Steps/Sec: 1.50
[2025-05-11 23:27:04] (Generator) rec_loss: 0.0493, perceptual_loss: 0.3438, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9052, generator_adv_loss: 0.1426, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3452
[2025-05-11 23:27:04] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2949, logits_fake: -0.2852
[2025-05-11 23:27:04] (step=0052000) Train Loss: 1.2462, Train Steps/Sec: 1.51
[2025-05-11 23:28:10] (Generator) rec_loss: 0.0564, perceptual_loss: 0.3672, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8989, generator_adv_loss: -0.0021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2947
[2025-05-11 23:28:10] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0119, logits_fake: 0.0042
[2025-05-11 23:28:10] (step=0052100) Train Loss: 1.2578, Train Steps/Sec: 1.50
[2025-05-11 23:29:16] (Generator) rec_loss: 0.0631, perceptual_loss: 0.3418, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8933, generator_adv_loss: -0.1465, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3626
[2025-05-11 23:29:17] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.2656, logits_fake: 0.2930
[2025-05-11 23:29:17] (step=0052200) Train Loss: 1.2470, Train Steps/Sec: 1.51
[2025-05-11 23:30:23] (Generator) rec_loss: 0.0673, perceptual_loss: 0.2930, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9005, generator_adv_loss: 0.0258, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2895
[2025-05-11 23:30:23] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0325, logits_fake: -0.0515
[2025-05-11 23:30:23] (step=0052300) Train Loss: 1.2574, Train Steps/Sec: 1.50
[2025-05-11 23:31:29] (Generator) rec_loss: 0.0785, perceptual_loss: 0.4473, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9020, generator_adv_loss: 0.0825, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4317
[2025-05-11 23:31:30] (Discriminator) discriminator_adv_loss: 0.5234, disc_weight: 0.5000, logits_real: -0.2637, logits_fake: -0.1650
[2025-05-11 23:31:30] (step=0052400) Train Loss: 1.2634, Train Steps/Sec: 1.51
[2025-05-11 23:32:36] (Generator) rec_loss: 0.0449, perceptual_loss: 0.3477, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.8992, generator_adv_loss: 0.0439, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3490
[2025-05-11 23:32:36] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0688, logits_fake: -0.0879
[2025-05-11 23:32:36] (step=0052500) Train Loss: 1.2679, Train Steps/Sec: 1.51
[2025-05-11 23:33:42] (Generator) rec_loss: 0.0705, perceptual_loss: 0.3281, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8949, generator_adv_loss: 0.1162, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3503
[2025-05-11 23:33:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2227, logits_fake: -0.2324
[2025-05-11 23:33:43] (step=0052600) Train Loss: 1.3124, Train Steps/Sec: 1.50
[2025-05-11 23:34:49] (Generator) rec_loss: 0.0781, perceptual_loss: 0.3711, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.8977, generator_adv_loss: -0.1201, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3613
[2025-05-11 23:34:49] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.2676, logits_fake: 0.2402
[2025-05-11 23:34:49] (step=0052700) Train Loss: 1.2547, Train Steps/Sec: 1.50
[2025-05-11 23:35:55] (Generator) rec_loss: 0.0783, perceptual_loss: 0.3652, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9021, generator_adv_loss: 0.0618, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3455
[2025-05-11 23:35:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1226, logits_fake: -0.1235
[2025-05-11 23:35:56] (step=0052800) Train Loss: 1.2735, Train Steps/Sec: 1.50
[2025-05-11 23:37:02] (Generator) rec_loss: 0.0905, perceptual_loss: 0.3574, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8753, generator_adv_loss: -0.1060, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3309
[2025-05-11 23:37:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2168, logits_fake: 0.2119
[2025-05-11 23:37:02] (step=0052900) Train Loss: 1.2739, Train Steps/Sec: 1.50
[2025-05-11 23:38:08] (Generator) rec_loss: 0.0454, perceptual_loss: 0.3359, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.8786, generator_adv_loss: 0.0530, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3387
[2025-05-11 23:38:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1108, logits_fake: -0.1060
[2025-05-11 23:38:09] (step=0053000) Train Loss: 1.2683, Train Steps/Sec: 1.50
[2025-05-11 23:39:15] (Generator) rec_loss: 0.0277, perceptual_loss: 0.2676, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8976, generator_adv_loss: -0.0815, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2924
[2025-05-11 23:39:15] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.1133, logits_fake: 0.1631
[2025-05-11 23:39:15] (step=0053100) Train Loss: 1.2313, Train Steps/Sec: 1.50
[2025-05-11 23:40:21] (Generator) rec_loss: 0.0694, perceptual_loss: 0.3359, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9008, generator_adv_loss: 0.0515, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3007
[2025-05-11 23:40:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0947, logits_fake: -0.1030
[2025-05-11 23:40:22] (step=0053200) Train Loss: 1.2827, Train Steps/Sec: 1.51
[2025-05-11 23:41:28] (Generator) rec_loss: 0.0697, perceptual_loss: 0.3535, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.8910, generator_adv_loss: -0.0503, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3513
[2025-05-11 23:41:28] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.0297, logits_fake: 0.1006
[2025-05-11 23:41:28] (step=0053300) Train Loss: 1.2502, Train Steps/Sec: 1.50
[2025-05-11 23:42:34] (Generator) rec_loss: 0.0493, perceptual_loss: 0.3516, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9070, generator_adv_loss: -0.0522, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3574
[2025-05-11 23:42:35] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.1416, logits_fake: 0.1045
[2025-05-11 23:42:35] (step=0053400) Train Loss: 1.2866, Train Steps/Sec: 1.50
[2025-05-11 23:43:41] (Generator) rec_loss: 0.0592, perceptual_loss: 0.3145, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.8871, generator_adv_loss: 0.1885, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3415
[2025-05-11 23:43:41] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.3730, logits_fake: -0.3770
[2025-05-11 23:43:41] (step=0053500) Train Loss: 1.2746, Train Steps/Sec: 1.50
[2025-05-11 23:44:47] (Generator) rec_loss: 0.0561, perceptual_loss: 0.3477, vq_loss: 0.0156, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.8997, generator_adv_loss: 0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3970
[2025-05-11 23:44:47] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1089, logits_fake: -0.1387
[2025-05-11 23:44:48] (step=0053600) Train Loss: 1.2257, Train Steps/Sec: 1.51
[2025-05-11 23:45:54] (Generator) rec_loss: 0.0753, perceptual_loss: 0.3457, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9057, generator_adv_loss: -0.0825, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3262
[2025-05-11 23:45:54] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.2178, logits_fake: 0.1650
[2025-05-11 23:45:54] (step=0053700) Train Loss: 1.2418, Train Steps/Sec: 1.50
[2025-05-11 23:47:00] (Generator) rec_loss: 0.0731, perceptual_loss: 0.3750, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.8986, generator_adv_loss: 0.0786, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3232
[2025-05-11 23:47:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1602, logits_fake: -0.1572
[2025-05-11 23:47:00] (step=0053800) Train Loss: 1.2387, Train Steps/Sec: 1.50
[2025-05-11 23:48:06] (Generator) rec_loss: 0.0632, perceptual_loss: 0.3691, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9036, generator_adv_loss: 0.0991, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3775
[2025-05-11 23:48:07] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.1514, logits_fake: -0.1982
[2025-05-11 23:48:07] (step=0053900) Train Loss: 1.2930, Train Steps/Sec: 1.51
[2025-05-11 23:49:13] (Generator) rec_loss: 0.0779, perceptual_loss: 0.3691, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8944, generator_adv_loss: -0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3614
[2025-05-11 23:49:13] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1094, logits_fake: 0.1445
[2025-05-11 23:49:13] (step=0054000) Train Loss: 1.2907, Train Steps/Sec: 1.50
[2025-05-11 23:50:19] (Generator) rec_loss: 0.0582, perceptual_loss: 0.3242, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9075, generator_adv_loss: 0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3528
[2025-05-11 23:50:20] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1660, logits_fake: -0.1553
[2025-05-11 23:50:20] (step=0054100) Train Loss: 1.2714, Train Steps/Sec: 1.50
[2025-05-11 23:51:26] (Generator) rec_loss: 0.0493, perceptual_loss: 0.3496, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8964, generator_adv_loss: 0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3262
[2025-05-11 23:51:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1484, logits_fake: -0.1523
[2025-05-11 23:51:26] (step=0054200) Train Loss: 1.2937, Train Steps/Sec: 1.50
[2025-05-11 23:52:32] (Generator) rec_loss: 0.0714, perceptual_loss: 0.3398, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8995, generator_adv_loss: -0.0923, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2958
[2025-05-11 23:52:33] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.2109, logits_fake: 0.1846
[2025-05-11 23:52:33] (step=0054300) Train Loss: 1.2545, Train Steps/Sec: 1.50
[2025-05-11 23:53:39] (Generator) rec_loss: 0.0605, perceptual_loss: 0.3438, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9019, generator_adv_loss: 0.0459, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3394
[2025-05-11 23:53:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0962, logits_fake: -0.0918
[2025-05-11 23:53:39] (step=0054400) Train Loss: 1.2507, Train Steps/Sec: 1.50
[2025-05-11 23:54:45] (Generator) rec_loss: 0.0754, perceptual_loss: 0.3672, vq_loss: 0.0160, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.9057, generator_adv_loss: 0.0605, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3791
[2025-05-11 23:54:46] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1099, logits_fake: -0.1211
[2025-05-11 23:54:46] (step=0054500) Train Loss: 1.3134, Train Steps/Sec: 1.51
[2025-05-11 23:55:52] (Generator) rec_loss: 0.0524, perceptual_loss: 0.2969, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8932, generator_adv_loss: -0.0245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3350
[2025-05-11 23:55:52] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0718, logits_fake: 0.0491
[2025-05-11 23:55:52] (step=0054600) Train Loss: 1.2772, Train Steps/Sec: 1.50
[2025-05-11 23:56:58] (Generator) rec_loss: 0.0565, perceptual_loss: 0.3398, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9125, generator_adv_loss: 0.0840, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3500
[2025-05-11 23:56:59] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1426, logits_fake: -0.1680
[2025-05-11 23:56:59] (step=0054700) Train Loss: 1.2569, Train Steps/Sec: 1.50
[2025-05-11 23:58:05] (Generator) rec_loss: 0.0408, perceptual_loss: 0.3359, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9069, generator_adv_loss: 0.1226, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3507
[2025-05-11 23:58:05] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: -0.2002, logits_fake: -0.2451
[2025-05-11 23:58:05] (step=0054800) Train Loss: 1.2791, Train Steps/Sec: 1.50
[2025-05-11 23:59:11] (Generator) rec_loss: 0.0578, perceptual_loss: 0.3184, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8990, generator_adv_loss: 0.1074, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3080
[2025-05-11 23:59:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2158, logits_fake: -0.2148
[2025-05-11 23:59:12] (step=0054900) Train Loss: 1.2339, Train Steps/Sec: 1.50
[2025-05-12 00:00:18] (Generator) rec_loss: 0.0561, perceptual_loss: 0.3125, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8836, generator_adv_loss: 0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3313
[2025-05-12 00:00:18] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1670, logits_fake: -0.1836
[2025-05-12 00:00:18] (step=0055000) Train Loss: 1.2164, Train Steps/Sec: 1.50
[2025-05-12 00:00:22] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0055000.pt
[2025-05-12 00:01:28] (Generator) rec_loss: 0.0691, perceptual_loss: 0.3516, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8889, generator_adv_loss: -0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3380
[2025-05-12 00:01:28] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2070, logits_fake: 0.1836
[2025-05-12 00:01:28] (step=0055100) Train Loss: 1.2670, Train Steps/Sec: 1.43
[2025-05-12 00:02:35] (Generator) rec_loss: 0.0692, perceptual_loss: 0.3789, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8901, generator_adv_loss: -0.1147, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3882
[2025-05-12 00:02:35] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2412, logits_fake: 0.2295
[2025-05-12 00:02:35] (step=0055200) Train Loss: 1.2244, Train Steps/Sec: 1.50
[2025-05-12 00:03:41] (Generator) rec_loss: 0.0772, perceptual_loss: 0.3223, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8981, generator_adv_loss: 0.0200, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3603
[2025-05-12 00:03:41] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0615, logits_fake: -0.0400
[2025-05-12 00:03:41] (step=0055300) Train Loss: 1.2643, Train Steps/Sec: 1.50
[2025-05-12 00:04:48] (Generator) rec_loss: 0.0507, perceptual_loss: 0.3320, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9042, generator_adv_loss: -0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3354
[2025-05-12 00:04:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0317, logits_fake: 0.0317
[2025-05-12 00:04:48] (step=0055400) Train Loss: 1.2763, Train Steps/Sec: 1.50
[2025-05-12 00:05:54] (Generator) rec_loss: 0.0497, perceptual_loss: 0.3418, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9057, generator_adv_loss: 0.0630, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3548
[2025-05-12 00:05:54] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1055, logits_fake: -0.1260
[2025-05-12 00:05:54] (step=0055500) Train Loss: 1.2525, Train Steps/Sec: 1.50
[2025-05-12 00:07:01] (Generator) rec_loss: 0.0554, perceptual_loss: 0.3535, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9044, generator_adv_loss: -0.0757, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3052
[2025-05-12 00:07:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1504, logits_fake: 0.1514
[2025-05-12 00:07:01] (step=0055600) Train Loss: 1.2589, Train Steps/Sec: 1.50
[2025-05-12 00:08:07] (Generator) rec_loss: 0.0700, perceptual_loss: 0.3438, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9053, generator_adv_loss: -0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3346
[2025-05-12 00:08:08] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1050, logits_fake: 0.1387
[2025-05-12 00:08:08] (step=0055700) Train Loss: 1.2411, Train Steps/Sec: 1.50
[2025-05-12 00:09:14] (Generator) rec_loss: 0.0562, perceptual_loss: 0.3281, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9014, generator_adv_loss: 0.0205, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3523
[2025-05-12 00:09:14] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0559, logits_fake: -0.0410
[2025-05-12 00:09:14] (step=0055800) Train Loss: 1.2725, Train Steps/Sec: 1.50
[2025-05-12 00:10:20] (Generator) rec_loss: 0.0606, perceptual_loss: 0.3340, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9127, generator_adv_loss: 0.0182, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3159
[2025-05-12 00:10:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0322, logits_fake: -0.0364
[2025-05-12 00:10:21] (step=0055900) Train Loss: 1.2642, Train Steps/Sec: 1.50
[2025-05-12 00:11:27] (Generator) rec_loss: 0.0759, perceptual_loss: 0.3633, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9162, generator_adv_loss: 0.0583, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3452
[2025-05-12 00:11:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1099, logits_fake: -0.1167
[2025-05-12 00:11:27] (step=0056000) Train Loss: 1.2650, Train Steps/Sec: 1.50
[2025-05-12 00:12:33] (Generator) rec_loss: 0.0842, perceptual_loss: 0.3398, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9082, generator_adv_loss: -0.0135, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3344
[2025-05-12 00:12:34] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0588, logits_fake: 0.0270
[2025-05-12 00:12:34] (step=0056100) Train Loss: 1.2698, Train Steps/Sec: 1.50
[2025-05-12 00:13:40] (Generator) rec_loss: 0.0452, perceptual_loss: 0.3242, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9150, generator_adv_loss: -0.0245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3247
[2025-05-12 00:13:40] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0630, logits_fake: 0.0491
[2025-05-12 00:13:40] (step=0056200) Train Loss: 1.2443, Train Steps/Sec: 1.50
[2025-05-12 00:14:46] (Generator) rec_loss: 0.0529, perceptual_loss: 0.3379, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9154, generator_adv_loss: -0.0459, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3567
[2025-05-12 00:14:46] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0742, logits_fake: 0.0918
[2025-05-12 00:14:46] (step=0056300) Train Loss: 1.2702, Train Steps/Sec: 1.50
[2025-05-12 00:15:52] (Generator) rec_loss: 0.0451, perceptual_loss: 0.3418, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9117, generator_adv_loss: 0.1206, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3100
[2025-05-12 00:15:53] (Discriminator) discriminator_adv_loss: 0.4863, disc_weight: 0.5000, logits_real: -0.1904, logits_fake: -0.2412
[2025-05-12 00:15:53] (step=0056400) Train Loss: 1.2556, Train Steps/Sec: 1.51
[2025-05-12 00:16:59] (Generator) rec_loss: 0.0583, perceptual_loss: 0.3555, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9054, generator_adv_loss: 0.0111, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3497
[2025-05-12 00:16:59] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0092, logits_fake: -0.0222
[2025-05-12 00:16:59] (step=0056500) Train Loss: 1.2060, Train Steps/Sec: 1.51
[2025-05-12 00:18:05] (Generator) rec_loss: 0.0452, perceptual_loss: 0.3633, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9095, generator_adv_loss: 0.1738, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3472
[2025-05-12 00:18:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3418, logits_fake: -0.3477
[2025-05-12 00:18:06] (step=0056600) Train Loss: 1.2736, Train Steps/Sec: 1.50
[2025-05-12 00:19:12] (Generator) rec_loss: 0.0441, perceptual_loss: 0.3105, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9105, generator_adv_loss: 0.0038, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3020
[2025-05-12 00:19:12] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0013, logits_fake: -0.0076
[2025-05-12 00:19:12] (step=0056700) Train Loss: 1.2494, Train Steps/Sec: 1.50
[2025-05-12 00:20:18] (Generator) rec_loss: 0.0594, perceptual_loss: 0.3438, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9193, generator_adv_loss: 0.0349, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3397
[2025-05-12 00:20:19] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0408, logits_fake: -0.0698
[2025-05-12 00:20:19] (step=0056800) Train Loss: 1.2721, Train Steps/Sec: 1.50
[2025-05-12 00:21:25] (Generator) rec_loss: 0.0536, perceptual_loss: 0.3203, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.9167, generator_adv_loss: -0.0107, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3168
[2025-05-12 00:21:25] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0330, logits_fake: 0.0215
[2025-05-12 00:21:25] (step=0056900) Train Loss: 1.2176, Train Steps/Sec: 1.50
[2025-05-12 00:22:31] (Generator) rec_loss: 0.0508, perceptual_loss: 0.3867, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9048, generator_adv_loss: 0.0457, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3742
[2025-05-12 00:22:32] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.0457, logits_fake: -0.0913
[2025-05-12 00:22:32] (step=0057000) Train Loss: 1.2109, Train Steps/Sec: 1.50
[2025-05-12 00:23:38] (Generator) rec_loss: 0.0743, perceptual_loss: 0.3457, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9206, generator_adv_loss: 0.0806, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3550
[2025-05-12 00:23:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1641, logits_fake: -0.1611
[2025-05-12 00:23:38] (step=0057100) Train Loss: 1.2879, Train Steps/Sec: 1.51
[2025-05-12 00:24:44] (Generator) rec_loss: 0.0382, perceptual_loss: 0.3047, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9208, generator_adv_loss: 0.1001, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3141
[2025-05-12 00:24:45] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1865, logits_fake: -0.2002
[2025-05-12 00:24:45] (step=0057200) Train Loss: 1.2402, Train Steps/Sec: 1.50
[2025-05-12 00:25:51] (Generator) rec_loss: 0.0603, perceptual_loss: 0.3594, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9110, generator_adv_loss: 0.0442, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4021
[2025-05-12 00:25:51] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.0354, logits_fake: -0.0884
[2025-05-12 00:25:51] (step=0057300) Train Loss: 1.3013, Train Steps/Sec: 1.50
[2025-05-12 00:26:57] (Generator) rec_loss: 0.0749, perceptual_loss: 0.3691, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9225, generator_adv_loss: -0.0344, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3169
[2025-05-12 00:26:58] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0576, logits_fake: 0.0688
[2025-05-12 00:26:58] (step=0057400) Train Loss: 1.2452, Train Steps/Sec: 1.50
[2025-05-12 00:28:04] (Generator) rec_loss: 0.0623, perceptual_loss: 0.3496, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9128, generator_adv_loss: 0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3919
[2025-05-12 00:28:04] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1270, logits_fake: -0.1602
[2025-05-12 00:28:04] (step=0057500) Train Loss: 1.2469, Train Steps/Sec: 1.50
[2025-05-12 00:29:10] (Generator) rec_loss: 0.0857, perceptual_loss: 0.3984, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9241, generator_adv_loss: -0.0030, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3728
[2025-05-12 00:29:11] (Discriminator) discriminator_adv_loss: 0.4844, disc_weight: 0.5000, logits_real: 0.0645, logits_fake: 0.0061
[2025-05-12 00:29:11] (step=0057600) Train Loss: 1.2512, Train Steps/Sec: 1.51
[2025-05-12 00:30:17] (Generator) rec_loss: 0.0464, perceptual_loss: 0.4043, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9144, generator_adv_loss: 0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4140
[2025-05-12 00:30:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0957, logits_fake: -0.0864
[2025-05-12 00:30:17] (step=0057700) Train Loss: 1.2618, Train Steps/Sec: 1.50
[2025-05-12 00:31:23] (Generator) rec_loss: 0.0491, perceptual_loss: 0.3203, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9070, generator_adv_loss: -0.0068, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3706
[2025-05-12 00:31:24] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0245, logits_fake: 0.0137
[2025-05-12 00:31:24] (step=0057800) Train Loss: 1.2650, Train Steps/Sec: 1.50
[2025-05-12 00:32:30] (Generator) rec_loss: 0.0452, perceptual_loss: 0.3945, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9204, generator_adv_loss: 0.0278, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3762
[2025-05-12 00:32:30] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0408, logits_fake: -0.0557
[2025-05-12 00:32:30] (step=0057900) Train Loss: 1.2751, Train Steps/Sec: 1.51
[2025-05-12 00:33:36] (Generator) rec_loss: 0.0905, perceptual_loss: 0.3477, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.0366, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3825
[2025-05-12 00:33:36] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0996, logits_fake: 0.0732
[2025-05-12 00:33:37] (step=0058000) Train Loss: 1.2706, Train Steps/Sec: 1.51
[2025-05-12 00:34:43] (Generator) rec_loss: 0.0768, perceptual_loss: 0.3281, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: 0.0566, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3343
[2025-05-12 00:34:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1094, logits_fake: -0.1133
[2025-05-12 00:34:43] (step=0058100) Train Loss: 1.2693, Train Steps/Sec: 1.50
[2025-05-12 00:35:49] (Generator) rec_loss: 0.0751, perceptual_loss: 0.3574, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9188, generator_adv_loss: -0.1455, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3495
[2025-05-12 00:35:50] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.2207, logits_fake: 0.2910
[2025-05-12 00:35:50] (step=0058200) Train Loss: 1.2492, Train Steps/Sec: 1.50
[2025-05-12 00:36:56] (Generator) rec_loss: 0.0596, perceptual_loss: 0.3633, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9211, generator_adv_loss: -0.0415, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3972
[2025-05-12 00:36:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0903, logits_fake: 0.0830
[2025-05-12 00:36:56] (step=0058300) Train Loss: 1.2667, Train Steps/Sec: 1.50
[2025-05-12 00:38:02] (Generator) rec_loss: 0.0365, perceptual_loss: 0.2988, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: 0.0522, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3349
[2025-05-12 00:38:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0981, logits_fake: -0.1045
[2025-05-12 00:38:02] (step=0058400) Train Loss: 1.2370, Train Steps/Sec: 1.50
[2025-05-12 00:39:08] (Generator) rec_loss: 0.0562, perceptual_loss: 0.3281, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9038, generator_adv_loss: 0.0654, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3438
[2025-05-12 00:39:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1299, logits_fake: -0.1309
[2025-05-12 00:39:09] (step=0058500) Train Loss: 1.2407, Train Steps/Sec: 1.51
[2025-05-12 00:40:15] (Generator) rec_loss: 0.0402, perceptual_loss: 0.3555, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9158, generator_adv_loss: 0.0742, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3654
[2025-05-12 00:40:15] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1416, logits_fake: -0.1484
[2025-05-12 00:40:15] (step=0058600) Train Loss: 1.2925, Train Steps/Sec: 1.50
[2025-05-12 00:41:21] (Generator) rec_loss: 0.0704, perceptual_loss: 0.3691, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.9200, generator_adv_loss: 0.0039, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3681
[2025-05-12 00:41:22] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0061, logits_fake: -0.0077
[2025-05-12 00:41:22] (step=0058700) Train Loss: 1.2760, Train Steps/Sec: 1.50
[2025-05-12 00:42:28] (Generator) rec_loss: 0.0495, perceptual_loss: 0.3320, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9219, generator_adv_loss: -0.0043, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3270
[2025-05-12 00:42:28] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0078, logits_fake: 0.0085
[2025-05-12 00:42:28] (step=0058800) Train Loss: 1.2456, Train Steps/Sec: 1.50
[2025-05-12 00:43:34] (Generator) rec_loss: 0.0370, perceptual_loss: 0.2363, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9158, generator_adv_loss: -0.0374, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2775
[2025-05-12 00:43:35] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0464, logits_fake: 0.0747
[2025-05-12 00:43:35] (step=0058900) Train Loss: 1.2526, Train Steps/Sec: 1.50
[2025-05-12 00:44:41] (Generator) rec_loss: 0.0635, perceptual_loss: 0.3223, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9129, generator_adv_loss: -0.0284, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3104
[2025-05-12 00:44:42] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0649, logits_fake: 0.0569
[2025-05-12 00:44:42] (step=0059000) Train Loss: 1.2328, Train Steps/Sec: 1.50
[2025-05-12 00:45:48] (Generator) rec_loss: 0.0501, perceptual_loss: 0.3398, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9160, generator_adv_loss: 0.0767, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3045
[2025-05-12 00:45:48] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1533
[2025-05-12 00:45:48] (step=0059100) Train Loss: 1.2604, Train Steps/Sec: 1.51
[2025-05-12 00:46:54] (Generator) rec_loss: 0.0713, perceptual_loss: 0.3301, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9125, generator_adv_loss: 0.0256, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3044
[2025-05-12 00:46:54] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.0038, logits_fake: -0.0513
[2025-05-12 00:46:54] (step=0059200) Train Loss: 1.2695, Train Steps/Sec: 1.50
[2025-05-12 00:48:01] (Generator) rec_loss: 0.0413, perceptual_loss: 0.3164, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9062, generator_adv_loss: 0.0103, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3218
[2025-05-12 00:48:01] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0339, logits_fake: -0.0205
[2025-05-12 00:48:01] (step=0059300) Train Loss: 1.2394, Train Steps/Sec: 1.50
[2025-05-12 00:49:07] (Generator) rec_loss: 0.0511, perceptual_loss: 0.3164, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9056, generator_adv_loss: 0.0452, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3277
[2025-05-12 00:49:07] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0581, logits_fake: -0.0903
[2025-05-12 00:49:08] (step=0059400) Train Loss: 1.2627, Train Steps/Sec: 1.50
[2025-05-12 00:50:14] (Generator) rec_loss: 0.0447, perceptual_loss: 0.3379, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9140, generator_adv_loss: 0.1514, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3277
[2025-05-12 00:50:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3027, logits_fake: -0.3027
[2025-05-12 00:50:14] (step=0059500) Train Loss: 1.2669, Train Steps/Sec: 1.50
[2025-05-12 00:51:20] (Generator) rec_loss: 0.0491, perceptual_loss: 0.3203, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9224, generator_adv_loss: 0.0664, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3696
[2025-05-12 00:51:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1328
[2025-05-12 00:51:20] (step=0059600) Train Loss: 1.2579, Train Steps/Sec: 1.50
[2025-05-12 00:52:26] (Generator) rec_loss: 0.0646, perceptual_loss: 0.3691, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9240, generator_adv_loss: 0.0457, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3449
[2025-05-12 00:52:27] (Discriminator) discriminator_adv_loss: 0.5234, disc_weight: 0.5000, logits_real: -0.1875, logits_fake: -0.0913
[2025-05-12 00:52:27] (step=0059700) Train Loss: 1.2758, Train Steps/Sec: 1.50
[2025-05-12 00:53:33] (Generator) rec_loss: 0.0648, perceptual_loss: 0.3359, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9004, generator_adv_loss: -0.0396, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3216
[2025-05-12 00:53:34] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0684, logits_fake: 0.0791
[2025-05-12 00:53:34] (step=0059800) Train Loss: 1.2393, Train Steps/Sec: 1.50
[2025-05-12 00:54:40] (Generator) rec_loss: 0.0754, perceptual_loss: 0.3418, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9251, generator_adv_loss: 0.0019, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3375
[2025-05-12 00:54:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0070, logits_fake: -0.0038
[2025-05-12 00:54:40] (step=0059900) Train Loss: 1.2728, Train Steps/Sec: 1.50
[2025-05-12 00:55:46] (Generator) rec_loss: 0.0492, perceptual_loss: 0.3457, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: 0.0261, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3298
[2025-05-12 00:55:46] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0500, logits_fake: -0.0522
[2025-05-12 00:55:46] (step=0060000) Train Loss: 1.2756, Train Steps/Sec: 1.50
[2025-05-12 00:55:50] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0060000.pt
[2025-05-12 00:56:56] (Generator) rec_loss: 0.0663, perceptual_loss: 0.3438, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.0192, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3360
[2025-05-12 00:56:56] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0094, logits_fake: 0.0383
[2025-05-12 00:56:56] (step=0060100) Train Loss: 1.3013, Train Steps/Sec: 1.43
[2025-05-12 00:58:02] (Generator) rec_loss: 0.0561, perceptual_loss: 0.3301, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9209, generator_adv_loss: -0.0044, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3523
[2025-05-12 00:58:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0038, logits_fake: 0.0087
[2025-05-12 00:58:03] (step=0060200) Train Loss: 1.2616, Train Steps/Sec: 1.50
[2025-05-12 00:59:09] (Generator) rec_loss: 0.0704, perceptual_loss: 0.3535, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9227, generator_adv_loss: 0.0525, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3379
[2025-05-12 00:59:09] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1230, logits_fake: -0.1050
[2025-05-12 00:59:09] (step=0060300) Train Loss: 1.2628, Train Steps/Sec: 1.51
[2025-05-12 01:00:15] (Generator) rec_loss: 0.0633, perceptual_loss: 0.3457, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: 0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3517
[2025-05-12 01:00:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1680, logits_fake: -0.1592
[2025-05-12 01:00:16] (step=0060400) Train Loss: 1.2621, Train Steps/Sec: 1.50
[2025-05-12 01:01:22] (Generator) rec_loss: 0.0812, perceptual_loss: 0.3496, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9081, generator_adv_loss: 0.1250, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3309
[2025-05-12 01:01:22] (Discriminator) discriminator_adv_loss: 0.4844, disc_weight: 0.5000, logits_real: -0.1787, logits_fake: -0.2500
[2025-05-12 01:01:22] (step=0060500) Train Loss: 1.2375, Train Steps/Sec: 1.50
[2025-05-12 01:02:28] (Generator) rec_loss: 0.0339, perceptual_loss: 0.3438, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9202, generator_adv_loss: 0.1157, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3542
[2025-05-12 01:02:29] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2637, logits_fake: -0.2314
[2025-05-12 01:02:29] (step=0060600) Train Loss: 1.2544, Train Steps/Sec: 1.50
[2025-05-12 01:03:35] (Generator) rec_loss: 0.0683, perceptual_loss: 0.3555, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: 0.1523, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3619
[2025-05-12 01:03:35] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.3203, logits_fake: -0.3047
[2025-05-12 01:03:35] (step=0060700) Train Loss: 1.2718, Train Steps/Sec: 1.50
[2025-05-12 01:04:41] (Generator) rec_loss: 0.0590, perceptual_loss: 0.2910, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9188, generator_adv_loss: 0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3241
[2025-05-12 01:04:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0674, logits_fake: -0.0737
[2025-05-12 01:04:42] (step=0060800) Train Loss: 1.2720, Train Steps/Sec: 1.50
[2025-05-12 01:05:48] (Generator) rec_loss: 0.0443, perceptual_loss: 0.2871, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9256, generator_adv_loss: -0.0408, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3388
[2025-05-12 01:05:48] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0601, logits_fake: 0.0815
[2025-05-12 01:05:48] (step=0060900) Train Loss: 1.2709, Train Steps/Sec: 1.50
[2025-05-12 01:06:54] (Generator) rec_loss: 0.0621, perceptual_loss: 0.3633, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9216, generator_adv_loss: -0.1367, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3865
[2025-05-12 01:06:55] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.2676, logits_fake: 0.2734
[2025-05-12 01:06:55] (step=0061000) Train Loss: 1.2549, Train Steps/Sec: 1.50
[2025-05-12 01:08:01] (Generator) rec_loss: 0.0675, perceptual_loss: 0.3594, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9218, generator_adv_loss: -0.0564, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3504
[2025-05-12 01:08:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1050, logits_fake: 0.1128
[2025-05-12 01:08:01] (step=0061100) Train Loss: 1.2547, Train Steps/Sec: 1.50
[2025-05-12 01:09:07] (Generator) rec_loss: 0.0493, perceptual_loss: 0.3438, vq_loss: 0.0130, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9134, generator_adv_loss: -0.0854, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3396
[2025-05-12 01:09:08] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1514, logits_fake: 0.1709
[2025-05-12 01:09:08] (step=0061200) Train Loss: 1.2774, Train Steps/Sec: 1.51
[2025-05-12 01:10:14] (Generator) rec_loss: 0.0631, perceptual_loss: 0.3438, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9166, generator_adv_loss: 0.0645, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3054
[2025-05-12 01:10:14] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1377, logits_fake: -0.1289
[2025-05-12 01:10:14] (step=0061300) Train Loss: 1.2293, Train Steps/Sec: 1.50
[2025-05-12 01:11:20] (Generator) rec_loss: 0.0460, perceptual_loss: 0.3457, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9225, generator_adv_loss: -0.0405, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3086
[2025-05-12 01:11:20] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0962, logits_fake: 0.0811
[2025-05-12 01:11:20] (step=0061400) Train Loss: 1.2530, Train Steps/Sec: 1.50
[2025-05-12 01:12:26] (Generator) rec_loss: 0.0894, perceptual_loss: 0.3633, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9301, generator_adv_loss: -0.0413, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3453
[2025-05-12 01:12:27] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0718, logits_fake: 0.0825
[2025-05-12 01:12:27] (step=0061500) Train Loss: 1.2558, Train Steps/Sec: 1.51
[2025-05-12 01:13:33] (Generator) rec_loss: 0.0854, perceptual_loss: 0.3379, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9212, generator_adv_loss: 0.0437, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3200
[2025-05-12 01:13:33] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1162, logits_fake: -0.0874
[2025-05-12 01:13:33] (step=0061600) Train Loss: 1.2558, Train Steps/Sec: 1.51
[2025-05-12 01:14:39] (Generator) rec_loss: 0.0751, perceptual_loss: 0.3516, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9203, generator_adv_loss: 0.0417, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3649
[2025-05-12 01:14:40] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0603, logits_fake: -0.0835
[2025-05-12 01:14:40] (step=0061700) Train Loss: 1.2434, Train Steps/Sec: 1.51
[2025-05-12 01:15:46] (Generator) rec_loss: 0.0610, perceptual_loss: 0.3145, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9234, generator_adv_loss: -0.0481, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3389
[2025-05-12 01:15:46] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1221, logits_fake: 0.0962
[2025-05-12 01:15:46] (step=0061800) Train Loss: 1.2278, Train Steps/Sec: 1.50
[2025-05-12 01:16:52] (Generator) rec_loss: 0.0683, perceptual_loss: 0.3613, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9274, generator_adv_loss: -0.1187, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3301
[2025-05-12 01:16:53] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.1992, logits_fake: 0.2373
[2025-05-12 01:16:53] (step=0061900) Train Loss: 1.2299, Train Steps/Sec: 1.50
[2025-05-12 01:17:59] (Generator) rec_loss: 0.0539, perceptual_loss: 0.3418, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9224, generator_adv_loss: -0.0850, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3371
[2025-05-12 01:17:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1729, logits_fake: 0.1699
[2025-05-12 01:17:59] (step=0062000) Train Loss: 1.2110, Train Steps/Sec: 1.50
[2025-05-12 01:19:05] (Generator) rec_loss: 0.0417, perceptual_loss: 0.3105, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9257, generator_adv_loss: 0.0261, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3578
[2025-05-12 01:19:06] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0615, logits_fake: -0.0522
[2025-05-12 01:19:06] (step=0062100) Train Loss: 1.2638, Train Steps/Sec: 1.50
[2025-05-12 01:20:12] (Generator) rec_loss: 0.0605, perceptual_loss: 0.3652, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9194, generator_adv_loss: -0.0408, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3666
[2025-05-12 01:20:12] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0623, logits_fake: 0.0815
[2025-05-12 01:20:12] (step=0062200) Train Loss: 1.2875, Train Steps/Sec: 1.51
[2025-05-12 01:21:18] (Generator) rec_loss: 0.0543, perceptual_loss: 0.3125, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9247, generator_adv_loss: -0.0439, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3062
[2025-05-12 01:21:19] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0674, logits_fake: 0.0879
[2025-05-12 01:21:19] (step=0062300) Train Loss: 1.2439, Train Steps/Sec: 1.51
[2025-05-12 01:22:25] (Generator) rec_loss: 0.0672, perceptual_loss: 0.3730, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9302, generator_adv_loss: -0.0240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3703
[2025-05-12 01:22:25] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0732, logits_fake: 0.0481
[2025-05-12 01:22:25] (step=0062400) Train Loss: 1.2502, Train Steps/Sec: 1.50
[2025-05-12 01:23:31] (Generator) rec_loss: 0.0706, perceptual_loss: 0.3340, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9253, generator_adv_loss: -0.0339, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3311
[2025-05-12 01:23:31] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0918, logits_fake: 0.0679
[2025-05-12 01:23:31] (step=0062500) Train Loss: 1.2333, Train Steps/Sec: 1.51
[2025-05-12 01:24:38] (Generator) rec_loss: 0.0479, perceptual_loss: 0.3535, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9357, generator_adv_loss: 0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3830
[2025-05-12 01:24:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1436, logits_fake: -0.1387
[2025-05-12 01:24:38] (step=0062600) Train Loss: 1.2765, Train Steps/Sec: 1.50
[2025-05-12 01:25:44] (Generator) rec_loss: 0.0653, perceptual_loss: 0.3203, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9236, generator_adv_loss: 0.0601, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2976
[2025-05-12 01:25:44] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0815, logits_fake: -0.1201
[2025-05-12 01:25:44] (step=0062700) Train Loss: 1.2406, Train Steps/Sec: 1.50
[2025-05-12 01:26:50] (Generator) rec_loss: 0.0419, perceptual_loss: 0.3223, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9219, generator_adv_loss: -0.0045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3396
[2025-05-12 01:26:51] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0145, logits_fake: 0.0090
[2025-05-12 01:26:51] (step=0062800) Train Loss: 1.2112, Train Steps/Sec: 1.50
[2025-05-12 01:27:57] (Generator) rec_loss: 0.0634, perceptual_loss: 0.3691, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9279, generator_adv_loss: 0.0505, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3566
[2025-05-12 01:27:57] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1108, logits_fake: -0.1011
[2025-05-12 01:27:57] (step=0062900) Train Loss: 1.1993, Train Steps/Sec: 1.50
[2025-05-12 01:29:03] (Generator) rec_loss: 0.1023, perceptual_loss: 0.3496, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9278, generator_adv_loss: -0.0145, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3658
[2025-05-12 01:29:04] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0461, logits_fake: 0.0291
[2025-05-12 01:29:04] (step=0063000) Train Loss: 1.2509, Train Steps/Sec: 1.51
[2025-05-12 01:30:10] (Generator) rec_loss: 0.0811, perceptual_loss: 0.3301, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9264, generator_adv_loss: 0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3750
[2025-05-12 01:30:10] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.1826, logits_fake: -0.1367
[2025-05-12 01:30:10] (step=0063100) Train Loss: 1.2658, Train Steps/Sec: 1.51
[2025-05-12 01:31:16] (Generator) rec_loss: 0.0691, perceptual_loss: 0.3262, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9194, generator_adv_loss: 0.1001, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3560
[2025-05-12 01:31:17] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1621, logits_fake: -0.2002
[2025-05-12 01:31:17] (step=0063200) Train Loss: 1.2518, Train Steps/Sec: 1.50
[2025-05-12 01:32:23] (Generator) rec_loss: 0.0558, perceptual_loss: 0.3086, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9223, generator_adv_loss: 0.1021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2946
[2025-05-12 01:32:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2070, logits_fake: -0.2041
[2025-05-12 01:32:23] (step=0063300) Train Loss: 1.2792, Train Steps/Sec: 1.51
[2025-05-12 01:33:29] (Generator) rec_loss: 0.0806, perceptual_loss: 0.3457, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9311, generator_adv_loss: -0.0088, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3365
[2025-05-12 01:33:29] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0398, logits_fake: 0.0176
[2025-05-12 01:33:29] (step=0063400) Train Loss: 1.2676, Train Steps/Sec: 1.51
[2025-05-12 01:34:35] (Generator) rec_loss: 0.0581, perceptual_loss: 0.3457, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9330, generator_adv_loss: -0.0051, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3351
[2025-05-12 01:34:36] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0234, logits_fake: 0.0103
[2025-05-12 01:34:36] (step=0063500) Train Loss: 1.2651, Train Steps/Sec: 1.51
[2025-05-12 01:35:42] (Generator) rec_loss: 0.0707, perceptual_loss: 0.3457, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9268, generator_adv_loss: -0.0928, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3371
[2025-05-12 01:35:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1816, logits_fake: 0.1855
[2025-05-12 01:35:42] (step=0063600) Train Loss: 1.2589, Train Steps/Sec: 1.51
[2025-05-12 01:36:48] (Generator) rec_loss: 0.0627, perceptual_loss: 0.3457, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9281, generator_adv_loss: -0.0366, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3112
[2025-05-12 01:36:49] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0581, logits_fake: 0.0732
[2025-05-12 01:36:49] (step=0063700) Train Loss: 1.2632, Train Steps/Sec: 1.50
[2025-05-12 01:37:55] (Generator) rec_loss: 0.0662, perceptual_loss: 0.3203, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9128, generator_adv_loss: -0.0120, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3326
[2025-05-12 01:37:55] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0080, logits_fake: 0.0240
[2025-05-12 01:37:55] (step=0063800) Train Loss: 1.2204, Train Steps/Sec: 1.50
[2025-05-12 01:39:01] (Generator) rec_loss: 0.0724, perceptual_loss: 0.3516, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9243, generator_adv_loss: 0.0591, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3462
[2025-05-12 01:39:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1182, logits_fake: -0.1182
[2025-05-12 01:39:02] (step=0063900) Train Loss: 1.2382, Train Steps/Sec: 1.50
[2025-05-12 01:40:08] (Generator) rec_loss: 0.0370, perceptual_loss: 0.3125, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9326, generator_adv_loss: -0.0613, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3202
[2025-05-12 01:40:08] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0884, logits_fake: 0.1226
[2025-05-12 01:40:08] (step=0064000) Train Loss: 1.2519, Train Steps/Sec: 1.51
[2025-05-12 01:41:14] (Generator) rec_loss: 0.0764, perceptual_loss: 0.3457, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9261, generator_adv_loss: 0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3277
[2025-05-12 01:41:15] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: -0.1045, logits_fake: -0.1416
[2025-05-12 01:41:15] (step=0064100) Train Loss: 1.2724, Train Steps/Sec: 1.50
[2025-05-12 01:42:21] (Generator) rec_loss: 0.0340, perceptual_loss: 0.3008, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: 0.0525, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3082
[2025-05-12 01:42:21] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0913, logits_fake: -0.1050
[2025-05-12 01:42:21] (step=0064200) Train Loss: 1.2341, Train Steps/Sec: 1.50
[2025-05-12 01:43:27] (Generator) rec_loss: 0.0597, perceptual_loss: 0.3281, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9348, generator_adv_loss: -0.0459, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3465
[2025-05-12 01:43:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0967, logits_fake: 0.0918
[2025-05-12 01:43:28] (step=0064300) Train Loss: 1.2448, Train Steps/Sec: 1.50
[2025-05-12 01:44:34] (Generator) rec_loss: 0.0570, perceptual_loss: 0.3242, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9360, generator_adv_loss: -0.0216, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3562
[2025-05-12 01:44:34] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0229, logits_fake: 0.0432
[2025-05-12 01:44:34] (step=0064400) Train Loss: 1.2441, Train Steps/Sec: 1.50
[2025-05-12 01:45:40] (Generator) rec_loss: 0.0515, perceptual_loss: 0.2832, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9279, generator_adv_loss: 0.0486, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2964
[2025-05-12 01:45:41] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1206, logits_fake: -0.0972
[2025-05-12 01:45:41] (step=0064500) Train Loss: 1.2440, Train Steps/Sec: 1.50
[2025-05-12 01:46:47] (Generator) rec_loss: 0.0911, perceptual_loss: 0.3535, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9324, generator_adv_loss: -0.1074, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3562
[2025-05-12 01:46:47] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1904, logits_fake: 0.2148
[2025-05-12 01:46:47] (step=0064600) Train Loss: 1.2419, Train Steps/Sec: 1.50
[2025-05-12 01:47:53] (Generator) rec_loss: 0.0536, perceptual_loss: 0.3203, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9362, generator_adv_loss: 0.0177, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3338
[2025-05-12 01:47:54] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0422, logits_fake: -0.0354
[2025-05-12 01:47:54] (step=0064700) Train Loss: 1.2167, Train Steps/Sec: 1.51
[2025-05-12 01:49:00] (Generator) rec_loss: 0.0337, perceptual_loss: 0.2871, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9204, generator_adv_loss: -0.0065, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3010
[2025-05-12 01:49:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0182, logits_fake: 0.0129
[2025-05-12 01:49:00] (step=0064800) Train Loss: 1.2276, Train Steps/Sec: 1.50
[2025-05-12 01:50:06] (Generator) rec_loss: 0.0468, perceptual_loss: 0.2988, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9134, generator_adv_loss: -0.0283, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3581
[2025-05-12 01:50:07] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0405, logits_fake: 0.0566
[2025-05-12 01:50:07] (step=0064900) Train Loss: 1.2185, Train Steps/Sec: 1.50
[2025-05-12 01:51:13] (Generator) rec_loss: 0.0550, perceptual_loss: 0.2910, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9256, generator_adv_loss: -0.0437, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2896
[2025-05-12 01:51:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0884, logits_fake: 0.0874
[2025-05-12 01:51:13] (step=0065000) Train Loss: 1.2254, Train Steps/Sec: 1.50
[2025-05-12 01:51:16] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0065000.pt
[2025-05-12 01:52:22] (Generator) rec_loss: 0.0733, perceptual_loss: 0.3359, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9285, generator_adv_loss: -0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3054
[2025-05-12 01:52:23] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.2188, logits_fake: 0.2578
[2025-05-12 01:52:23] (step=0065100) Train Loss: 1.2468, Train Steps/Sec: 1.44
[2025-05-12 01:53:29] (Generator) rec_loss: 0.0527, perceptual_loss: 0.2988, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9269, generator_adv_loss: -0.0383, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2949
[2025-05-12 01:53:29] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0569, logits_fake: 0.0767
[2025-05-12 01:53:29] (step=0065200) Train Loss: 1.2357, Train Steps/Sec: 1.50
[2025-05-12 01:54:35] (Generator) rec_loss: 0.0491, perceptual_loss: 0.3262, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9227, generator_adv_loss: -0.0391, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3215
[2025-05-12 01:54:36] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.1465, logits_fake: 0.0781
[2025-05-12 01:54:36] (step=0065300) Train Loss: 1.2649, Train Steps/Sec: 1.50
[2025-05-12 01:55:42] (Generator) rec_loss: 0.0548, perceptual_loss: 0.3164, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9353, generator_adv_loss: 0.0378, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3535
[2025-05-12 01:55:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0776, logits_fake: -0.0757
[2025-05-12 01:55:42] (step=0065400) Train Loss: 1.2138, Train Steps/Sec: 1.50
[2025-05-12 01:56:48] (Generator) rec_loss: 0.0683, perceptual_loss: 0.3652, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9312, generator_adv_loss: -0.0535, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3136
[2025-05-12 01:56:49] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1465, logits_fake: 0.1069
[2025-05-12 01:56:49] (step=0065500) Train Loss: 1.2409, Train Steps/Sec: 1.50
[2025-05-12 01:57:55] (Generator) rec_loss: 0.0538, perceptual_loss: 0.3047, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9356, generator_adv_loss: -0.0024, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3512
[2025-05-12 01:57:55] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.0483, logits_fake: 0.0049
[2025-05-12 01:57:55] (step=0065600) Train Loss: 1.2491, Train Steps/Sec: 1.50
[2025-05-12 01:59:01] (Generator) rec_loss: 0.0442, perceptual_loss: 0.3027, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9397, generator_adv_loss: -0.0106, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3354
[2025-05-12 01:59:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0221, logits_fake: 0.0212
[2025-05-12 01:59:02] (step=0065700) Train Loss: 1.2438, Train Steps/Sec: 1.50
[2025-05-12 02:00:08] (Generator) rec_loss: 0.0694, perceptual_loss: 0.3105, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9368, generator_adv_loss: 0.0251, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3344
[2025-05-12 02:00:08] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0859, logits_fake: -0.0503
[2025-05-12 02:00:08] (step=0065800) Train Loss: 1.2143, Train Steps/Sec: 1.50
[2025-05-12 02:01:14] (Generator) rec_loss: 0.0427, perceptual_loss: 0.3262, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9372, generator_adv_loss: 0.0061, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2921
[2025-05-12 02:01:14] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0005, logits_fake: -0.0121
[2025-05-12 02:01:14] (step=0065900) Train Loss: 1.2092, Train Steps/Sec: 1.51
[2025-05-12 02:02:21] (Generator) rec_loss: 0.0712, perceptual_loss: 0.3008, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9330, generator_adv_loss: 0.0237, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3299
[2025-05-12 02:02:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0391, logits_fake: -0.0474
[2025-05-12 02:02:21] (step=0066000) Train Loss: 1.2506, Train Steps/Sec: 1.50
[2025-05-12 02:03:27] (Generator) rec_loss: 0.0790, perceptual_loss: 0.3496, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9295, generator_adv_loss: -0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3083
[2025-05-12 02:03:28] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.3125, logits_fake: 0.2656
[2025-05-12 02:03:28] (step=0066100) Train Loss: 1.1850, Train Steps/Sec: 1.50
[2025-05-12 02:04:34] (Generator) rec_loss: 0.0531, perceptual_loss: 0.3438, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9326, generator_adv_loss: -0.0133, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3398
[2025-05-12 02:04:34] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.0703, logits_fake: 0.0266
[2025-05-12 02:04:34] (step=0066200) Train Loss: 1.2175, Train Steps/Sec: 1.51
[2025-05-12 02:05:40] (Generator) rec_loss: 0.0576, perceptual_loss: 0.3008, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9355, generator_adv_loss: 0.0110, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3216
[2025-05-12 02:05:41] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0103, logits_fake: -0.0220
[2025-05-12 02:05:41] (step=0066300) Train Loss: 1.2485, Train Steps/Sec: 1.50
[2025-05-12 02:06:47] (Generator) rec_loss: 0.0562, perceptual_loss: 0.3086, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9392, generator_adv_loss: -0.0571, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3381
[2025-05-12 02:06:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1118, logits_fake: 0.1143
[2025-05-12 02:06:47] (step=0066400) Train Loss: 1.2472, Train Steps/Sec: 1.50
[2025-05-12 02:07:53] (Generator) rec_loss: 0.0420, perceptual_loss: 0.3066, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9386, generator_adv_loss: -0.0204, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3346
[2025-05-12 02:07:54] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0544, logits_fake: 0.0408
[2025-05-12 02:07:54] (step=0066500) Train Loss: 1.2297, Train Steps/Sec: 1.50
[2025-05-12 02:09:00] (Generator) rec_loss: 0.0561, perceptual_loss: 0.3496, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9344, generator_adv_loss: 0.1074, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3750
[2025-05-12 02:09:00] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2480, logits_fake: -0.2148
[2025-05-12 02:09:00] (step=0066600) Train Loss: 1.2358, Train Steps/Sec: 1.51
[2025-05-12 02:10:06] (Generator) rec_loss: 0.0603, perceptual_loss: 0.2988, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9360, generator_adv_loss: -0.0327, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2880
[2025-05-12 02:10:06] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0361, logits_fake: 0.0654
[2025-05-12 02:10:06] (step=0066700) Train Loss: 1.2416, Train Steps/Sec: 1.50
[2025-05-12 02:11:13] (Generator) rec_loss: 0.0481, perceptual_loss: 0.2793, vq_loss: 0.0130, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9294, generator_adv_loss: -0.0605, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2851
[2025-05-12 02:11:13] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0918, logits_fake: 0.1211
[2025-05-12 02:11:13] (step=0066800) Train Loss: 1.2442, Train Steps/Sec: 1.50
[2025-05-12 02:12:19] (Generator) rec_loss: 0.0504, perceptual_loss: 0.3398, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9275, generator_adv_loss: -0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3439
[2025-05-12 02:12:20] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1689, logits_fake: 0.1523
[2025-05-12 02:12:20] (step=0066900) Train Loss: 1.2644, Train Steps/Sec: 1.50
[2025-05-12 02:13:26] (Generator) rec_loss: 0.0665, perceptual_loss: 0.3086, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9384, generator_adv_loss: -0.0225, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3300
[2025-05-12 02:13:26] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0820, logits_fake: 0.0449
[2025-05-12 02:13:26] (step=0067000) Train Loss: 1.2194, Train Steps/Sec: 1.50
[2025-05-12 02:14:32] (Generator) rec_loss: 0.0685, perceptual_loss: 0.3594, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9341, generator_adv_loss: 0.0216, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3197
[2025-05-12 02:14:33] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0148, logits_fake: -0.0432
[2025-05-12 02:14:33] (step=0067100) Train Loss: 1.2424, Train Steps/Sec: 1.50
[2025-05-12 02:15:39] (Generator) rec_loss: 0.0743, perceptual_loss: 0.3262, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9295, generator_adv_loss: 0.0057, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2961
[2025-05-12 02:15:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0059, logits_fake: -0.0115
[2025-05-12 02:15:39] (step=0067200) Train Loss: 1.1934, Train Steps/Sec: 1.51
[2025-05-12 02:16:45] (Generator) rec_loss: 0.0559, perceptual_loss: 0.3066, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9340, generator_adv_loss: -0.0342, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3199
[2025-05-12 02:16:46] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0486, logits_fake: 0.0684
[2025-05-12 02:16:46] (step=0067300) Train Loss: 1.1888, Train Steps/Sec: 1.50
[2025-05-12 02:17:52] (Generator) rec_loss: 0.0675, perceptual_loss: 0.3262, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9350, generator_adv_loss: 0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3139
[2025-05-12 02:17:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1602, logits_fake: -0.1523
[2025-05-12 02:17:52] (step=0067400) Train Loss: 1.2428, Train Steps/Sec: 1.50
[2025-05-12 02:18:58] (Generator) rec_loss: 0.0770, perceptual_loss: 0.3477, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9223, generator_adv_loss: -0.0322, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3386
[2025-05-12 02:18:59] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0859, logits_fake: 0.0645
[2025-05-12 02:18:59] (step=0067500) Train Loss: 1.2602, Train Steps/Sec: 1.50
[2025-05-12 02:20:05] (Generator) rec_loss: 0.0659, perceptual_loss: 0.3281, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9355, generator_adv_loss: -0.0864, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3414
[2025-05-12 02:20:05] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2012, logits_fake: 0.1729
[2025-05-12 02:20:05] (step=0067600) Train Loss: 1.2496, Train Steps/Sec: 1.50
[2025-05-12 02:21:11] (Generator) rec_loss: 0.0583, perceptual_loss: 0.3027, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9337, generator_adv_loss: -0.0299, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3249
[2025-05-12 02:21:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0608, logits_fake: 0.0598
[2025-05-12 02:21:12] (step=0067700) Train Loss: 1.2489, Train Steps/Sec: 1.50
[2025-05-12 02:22:18] (Generator) rec_loss: 0.0570, perceptual_loss: 0.3203, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9321, generator_adv_loss: 0.1040, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3133
[2025-05-12 02:22:18] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1953, logits_fake: -0.2080
[2025-05-12 02:22:18] (step=0067800) Train Loss: 1.2453, Train Steps/Sec: 1.50
[2025-05-12 02:23:24] (Generator) rec_loss: 0.1210, perceptual_loss: 0.3379, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9369, generator_adv_loss: -0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3393
[2025-05-12 02:23:25] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1885, logits_fake: 0.1592
[2025-05-12 02:23:25] (step=0067900) Train Loss: 1.2407, Train Steps/Sec: 1.50
[2025-05-12 02:24:31] (Generator) rec_loss: 0.0903, perceptual_loss: 0.3438, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9347, generator_adv_loss: -0.0029, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3489
[2025-05-12 02:24:31] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0146, logits_fake: 0.0059
[2025-05-12 02:24:31] (step=0068000) Train Loss: 1.2880, Train Steps/Sec: 1.50
[2025-05-12 02:25:37] (Generator) rec_loss: 0.0399, perceptual_loss: 0.3008, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9347, generator_adv_loss: 0.0491, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3125
[2025-05-12 02:25:38] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1147, logits_fake: -0.0981
[2025-05-12 02:25:38] (step=0068100) Train Loss: 1.2668, Train Steps/Sec: 1.50
[2025-05-12 02:26:44] (Generator) rec_loss: 0.0603, perceptual_loss: 0.3359, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9343, generator_adv_loss: 0.0398, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3299
[2025-05-12 02:26:44] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1108, logits_fake: -0.0796
[2025-05-12 02:26:44] (step=0068200) Train Loss: 1.2646, Train Steps/Sec: 1.51
[2025-05-12 02:27:50] (Generator) rec_loss: 0.0488, perceptual_loss: 0.3438, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9370, generator_adv_loss: -0.0178, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3104
[2025-05-12 02:27:51] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0014, logits_fake: 0.0356
[2025-05-12 02:27:51] (step=0068300) Train Loss: 1.2605, Train Steps/Sec: 1.51
[2025-05-12 02:28:57] (Generator) rec_loss: 0.0544, perceptual_loss: 0.3027, vq_loss: 0.0126, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9432, generator_adv_loss: -0.0308, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3174
[2025-05-12 02:28:57] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0767, logits_fake: 0.0615
[2025-05-12 02:28:57] (step=0068400) Train Loss: 1.2716, Train Steps/Sec: 1.50
[2025-05-12 02:30:03] (Generator) rec_loss: 0.0559, perceptual_loss: 0.3242, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9357, generator_adv_loss: 0.0417, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3175
[2025-05-12 02:30:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0757, logits_fake: -0.0835
[2025-05-12 02:30:04] (step=0068500) Train Loss: 1.2480, Train Steps/Sec: 1.50
[2025-05-12 02:31:10] (Generator) rec_loss: 0.0268, perceptual_loss: 0.2969, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9376, generator_adv_loss: -0.0474, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2942
[2025-05-12 02:31:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0908, logits_fake: 0.0947
[2025-05-12 02:31:10] (step=0068600) Train Loss: 1.2081, Train Steps/Sec: 1.50
[2025-05-12 02:32:16] (Generator) rec_loss: 0.0923, perceptual_loss: 0.3594, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9367, generator_adv_loss: -0.0437, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3831
[2025-05-12 02:32:17] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.1094, logits_fake: 0.0874
[2025-05-12 02:32:17] (step=0068700) Train Loss: 1.2202, Train Steps/Sec: 1.50
[2025-05-12 02:33:23] (Generator) rec_loss: 0.0525, perceptual_loss: 0.2949, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9449, generator_adv_loss: -0.0238, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3230
[2025-05-12 02:33:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0508, logits_fake: 0.0476
[2025-05-12 02:33:23] (step=0068800) Train Loss: 1.1840, Train Steps/Sec: 1.50
[2025-05-12 02:34:29] (Generator) rec_loss: 0.0420, perceptual_loss: 0.2910, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9311, generator_adv_loss: 0.0043, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3012
[2025-05-12 02:34:30] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0036, logits_fake: -0.0085
[2025-05-12 02:34:30] (step=0068900) Train Loss: 1.2176, Train Steps/Sec: 1.50
[2025-05-12 02:35:36] (Generator) rec_loss: 0.0448, perceptual_loss: 0.3125, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9436, generator_adv_loss: 0.0356, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3129
[2025-05-12 02:35:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0747, logits_fake: -0.0713
[2025-05-12 02:35:36] (step=0069000) Train Loss: 1.2583, Train Steps/Sec: 1.50
[2025-05-12 02:36:42] (Generator) rec_loss: 0.0706, perceptual_loss: 0.3457, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9390, generator_adv_loss: -0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3370
[2025-05-12 02:36:43] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1260, logits_fake: 0.1387
[2025-05-12 02:36:43] (step=0069100) Train Loss: 1.1952, Train Steps/Sec: 1.50
[2025-05-12 02:37:49] (Generator) rec_loss: 0.0341, perceptual_loss: 0.3262, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9371, generator_adv_loss: 0.0028, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3516
[2025-05-12 02:37:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0029, logits_fake: -0.0056
[2025-05-12 02:37:49] (step=0069200) Train Loss: 1.2304, Train Steps/Sec: 1.50
[2025-05-12 02:38:55] (Generator) rec_loss: 0.0634, perceptual_loss: 0.3203, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9434, generator_adv_loss: 0.1206, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3420
[2025-05-12 02:38:56] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.1904, logits_fake: -0.2412
[2025-05-12 02:38:56] (step=0069300) Train Loss: 1.2232, Train Steps/Sec: 1.50
[2025-05-12 02:40:02] (Generator) rec_loss: 0.1004, perceptual_loss: 0.3379, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9417, generator_adv_loss: -0.0791, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3085
[2025-05-12 02:40:02] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1689, logits_fake: 0.1582
[2025-05-12 02:40:02] (step=0069400) Train Loss: 1.2331, Train Steps/Sec: 1.50
[2025-05-12 02:41:08] (Generator) rec_loss: 0.0600, perceptual_loss: 0.3496, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9458, generator_adv_loss: -0.0525, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3591
[2025-05-12 02:41:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0991, logits_fake: 0.1050
[2025-05-12 02:41:09] (step=0069500) Train Loss: 1.2170, Train Steps/Sec: 1.50
[2025-05-12 02:42:15] (Generator) rec_loss: 0.0537, perceptual_loss: 0.3594, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9370, generator_adv_loss: 0.0242, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3413
[2025-05-12 02:42:15] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.0029, logits_fake: -0.0483
[2025-05-12 02:42:15] (step=0069600) Train Loss: 1.2195, Train Steps/Sec: 1.50
[2025-05-12 02:43:21] (Generator) rec_loss: 0.0453, perceptual_loss: 0.2832, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9436, generator_adv_loss: 0.0938, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3318
[2025-05-12 02:43:22] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1680, logits_fake: -0.1875
[2025-05-12 02:43:22] (step=0069700) Train Loss: 1.1976, Train Steps/Sec: 1.50
[2025-05-12 02:44:28] (Generator) rec_loss: 0.0399, perceptual_loss: 0.2949, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9441, generator_adv_loss: -0.0483, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3010
[2025-05-12 02:44:28] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0635, logits_fake: 0.0967
[2025-05-12 02:44:28] (step=0069800) Train Loss: 1.2288, Train Steps/Sec: 1.50
[2025-05-12 02:45:34] (Generator) rec_loss: 0.0549, perceptual_loss: 0.3398, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9401, generator_adv_loss: 0.0640, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3416
[2025-05-12 02:45:35] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1128, logits_fake: -0.1279
[2025-05-12 02:45:35] (step=0069900) Train Loss: 1.1950, Train Steps/Sec: 1.50
[2025-05-12 02:46:41] (Generator) rec_loss: 0.0554, perceptual_loss: 0.3359, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9361, generator_adv_loss: -0.0015, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2742
[2025-05-12 02:46:42] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0209, logits_fake: 0.0029
[2025-05-12 02:46:42] (step=0070000) Train Loss: 1.2483, Train Steps/Sec: 1.50
[2025-05-12 02:46:45] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0070000.pt
[2025-05-12 02:47:21] Beginning epoch 3...
[2025-05-12 02:47:52] (Generator) rec_loss: 0.0478, perceptual_loss: 0.3457, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9374, generator_adv_loss: -0.0608, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3657
[2025-05-12 02:47:52] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1099, logits_fake: 0.1216
[2025-05-12 02:47:52] (step=0070100) Train Loss: 1.2502, Train Steps/Sec: 1.42
[2025-05-12 02:48:58] (Generator) rec_loss: 0.0763, perceptual_loss: 0.3027, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9375, generator_adv_loss: 0.0032, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3170
[2025-05-12 02:48:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0183, logits_fake: -0.0064
[2025-05-12 02:48:58] (step=0070200) Train Loss: 1.2386, Train Steps/Sec: 1.50
[2025-05-12 02:50:05] (Generator) rec_loss: 0.0561, perceptual_loss: 0.3574, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9316, generator_adv_loss: 0.0349, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3633
[2025-05-12 02:50:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0737, logits_fake: -0.0698
[2025-05-12 02:50:05] (step=0070300) Train Loss: 1.2244, Train Steps/Sec: 1.50
[2025-05-12 02:51:11] (Generator) rec_loss: 0.0454, perceptual_loss: 0.3203, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9427, generator_adv_loss: -0.1079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3030
[2025-05-12 02:51:11] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.1592, logits_fake: 0.2158
[2025-05-12 02:51:11] (step=0070400) Train Loss: 1.2046, Train Steps/Sec: 1.50
[2025-05-12 02:52:17] (Generator) rec_loss: 0.0622, perceptual_loss: 0.3066, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9409, generator_adv_loss: 0.0481, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3096
[2025-05-12 02:52:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0957, logits_fake: -0.0962
[2025-05-12 02:52:18] (step=0070500) Train Loss: 1.2413, Train Steps/Sec: 1.50
[2025-05-12 02:53:24] (Generator) rec_loss: 0.0495, perceptual_loss: 0.3203, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9452, generator_adv_loss: 0.0068, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3399
[2025-05-12 02:53:24] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.0298, logits_fake: -0.0137
[2025-05-12 02:53:24] (step=0070600) Train Loss: 1.2422, Train Steps/Sec: 1.50
[2025-05-12 02:54:30] (Generator) rec_loss: 0.0511, perceptual_loss: 0.3301, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9302, generator_adv_loss: -0.0115, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3489
[2025-05-12 02:54:31] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0118, logits_fake: 0.0231
[2025-05-12 02:54:31] (step=0070700) Train Loss: 1.2496, Train Steps/Sec: 1.50
[2025-05-12 02:55:37] (Generator) rec_loss: 0.0639, perceptual_loss: 0.2988, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9442, generator_adv_loss: 0.0332, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2827
[2025-05-12 02:55:37] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.1118, logits_fake: -0.0664
[2025-05-12 02:55:37] (step=0070800) Train Loss: 1.2451, Train Steps/Sec: 1.50
[2025-05-12 02:56:44] (Generator) rec_loss: 0.0549, perceptual_loss: 0.3320, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9479, generator_adv_loss: 0.0527, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3482
[2025-05-12 02:56:44] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1318, logits_fake: -0.1055
[2025-05-12 02:56:44] (step=0070900) Train Loss: 1.2273, Train Steps/Sec: 1.50
[2025-05-12 02:57:50] (Generator) rec_loss: 0.0447, perceptual_loss: 0.3340, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9369, generator_adv_loss: -0.0400, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3444
[2025-05-12 02:57:51] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0630, logits_fake: 0.0801
[2025-05-12 02:57:51] (step=0071000) Train Loss: 1.2401, Train Steps/Sec: 1.50
[2025-05-12 02:58:57] (Generator) rec_loss: 0.0569, perceptual_loss: 0.2930, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9406, generator_adv_loss: 0.0525, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3274
[2025-05-12 02:58:57] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1177, logits_fake: -0.1050
[2025-05-12 02:58:57] (step=0071100) Train Loss: 1.2759, Train Steps/Sec: 1.50
[2025-05-12 03:00:03] (Generator) rec_loss: 0.1469, perceptual_loss: 0.4297, vq_loss: 0.0130, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9415, generator_adv_loss: -0.0051, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3959
[2025-05-12 03:00:03] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0217, logits_fake: 0.0101
[2025-05-12 03:00:03] (step=0071200) Train Loss: 1.2580, Train Steps/Sec: 1.50
[2025-05-12 03:01:10] (Generator) rec_loss: 0.0436, perceptual_loss: 0.2930, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9450, generator_adv_loss: 0.1357, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3127
[2025-05-12 03:01:10] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2832, logits_fake: -0.2715
[2025-05-12 03:01:10] (step=0071300) Train Loss: 1.2181, Train Steps/Sec: 1.50
[2025-05-12 03:02:16] (Generator) rec_loss: 0.0386, perceptual_loss: 0.2988, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9306, generator_adv_loss: -0.0019, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3059
[2025-05-12 03:02:16] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0082, logits_fake: 0.0039
[2025-05-12 03:02:16] (step=0071400) Train Loss: 1.2504, Train Steps/Sec: 1.50
[2025-05-12 03:03:22] (Generator) rec_loss: 0.0718, perceptual_loss: 0.4863, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9432, generator_adv_loss: 0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4248
[2025-05-12 03:03:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1396, logits_fake: -0.1416
[2025-05-12 03:03:23] (step=0071500) Train Loss: 1.2537, Train Steps/Sec: 1.50
[2025-05-12 03:04:29] (Generator) rec_loss: 0.0644, perceptual_loss: 0.3027, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9447, generator_adv_loss: -0.0352, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3133
[2025-05-12 03:04:29] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0864, logits_fake: 0.0703
[2025-05-12 03:04:29] (step=0071600) Train Loss: 1.2143, Train Steps/Sec: 1.50
[2025-05-12 03:05:35] (Generator) rec_loss: 0.0340, perceptual_loss: 0.2500, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9387, generator_adv_loss: 0.0557, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3241
[2025-05-12 03:05:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1157, logits_fake: -0.1113
[2025-05-12 03:05:36] (step=0071700) Train Loss: 1.2392, Train Steps/Sec: 1.50
[2025-05-12 03:06:42] (Generator) rec_loss: 0.0909, perceptual_loss: 0.3184, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9439, generator_adv_loss: 0.0322, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3808
[2025-05-12 03:06:42] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0513, logits_fake: -0.0645
[2025-05-12 03:06:42] (step=0071800) Train Loss: 1.2443, Train Steps/Sec: 1.50
[2025-05-12 03:07:48] (Generator) rec_loss: 0.0392, perceptual_loss: 0.3281, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9443, generator_adv_loss: -0.0168, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3210
[2025-05-12 03:07:49] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0129, logits_fake: 0.0337
[2025-05-12 03:07:49] (step=0071900) Train Loss: 1.2312, Train Steps/Sec: 1.50
[2025-05-12 03:08:55] (Generator) rec_loss: 0.0545, perceptual_loss: 0.3027, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9347, generator_adv_loss: 0.0242, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3456
[2025-05-12 03:08:55] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0156, logits_fake: -0.0483
[2025-05-12 03:08:55] (step=0072000) Train Loss: 1.2471, Train Steps/Sec: 1.50
[2025-05-12 03:10:01] (Generator) rec_loss: 0.0466, perceptual_loss: 0.3242, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9464, generator_adv_loss: 0.0119, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3657
[2025-05-12 03:10:02] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0381, logits_fake: -0.0238
[2025-05-12 03:10:02] (step=0072100) Train Loss: 1.2210, Train Steps/Sec: 1.50
[2025-05-12 03:11:08] (Generator) rec_loss: 0.0523, perceptual_loss: 0.3223, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9437, generator_adv_loss: -0.0104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3400
[2025-05-12 03:11:08] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0117, logits_fake: 0.0208
[2025-05-12 03:11:08] (step=0072200) Train Loss: 1.2225, Train Steps/Sec: 1.50
[2025-05-12 03:12:14] (Generator) rec_loss: 0.0449, perceptual_loss: 0.3145, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9389, generator_adv_loss: -0.0133, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3475
[2025-05-12 03:12:15] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0493, logits_fake: 0.0266
[2025-05-12 03:12:15] (step=0072300) Train Loss: 1.2874, Train Steps/Sec: 1.50
[2025-05-12 03:13:21] (Generator) rec_loss: 0.0579, perceptual_loss: 0.3281, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9355, generator_adv_loss: 0.0620, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3353
[2025-05-12 03:13:21] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1445, logits_fake: -0.1240
[2025-05-12 03:13:21] (step=0072400) Train Loss: 1.2140, Train Steps/Sec: 1.50
[2025-05-12 03:14:28] (Generator) rec_loss: 0.0651, perceptual_loss: 0.3379, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9393, generator_adv_loss: 0.0273, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3397
[2025-05-12 03:14:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0623, logits_fake: -0.0547
[2025-05-12 03:14:28] (step=0072500) Train Loss: 1.2428, Train Steps/Sec: 1.50
[2025-05-12 03:15:34] (Generator) rec_loss: 0.0554, perceptual_loss: 0.3086, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9365, generator_adv_loss: -0.0284, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3391
[2025-05-12 03:15:34] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0265, logits_fake: 0.0569
[2025-05-12 03:15:34] (step=0072600) Train Loss: 1.2532, Train Steps/Sec: 1.50
[2025-05-12 03:16:40] (Generator) rec_loss: 0.0580, perceptual_loss: 0.3066, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9465, generator_adv_loss: 0.0535, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3310
[2025-05-12 03:16:41] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1196, logits_fake: -0.1069
[2025-05-12 03:16:41] (step=0072700) Train Loss: 1.2119, Train Steps/Sec: 1.51
[2025-05-12 03:17:47] (Generator) rec_loss: 0.0631, perceptual_loss: 0.3008, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9347, generator_adv_loss: -0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3533
[2025-05-12 03:17:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0254, logits_fake: 0.0317
[2025-05-12 03:17:47] (step=0072800) Train Loss: 1.2096, Train Steps/Sec: 1.50
[2025-05-12 03:18:53] (Generator) rec_loss: 0.0610, perceptual_loss: 0.3223, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9375, generator_adv_loss: 0.0444, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3268
[2025-05-12 03:18:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0850, logits_fake: -0.0889
[2025-05-12 03:18:54] (step=0072900) Train Loss: 1.2145, Train Steps/Sec: 1.50
[2025-05-12 03:20:00] (Generator) rec_loss: 0.0796, perceptual_loss: 0.3359, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9365, generator_adv_loss: 0.0557, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3567
[2025-05-12 03:20:00] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1318, logits_fake: -0.1113
[2025-05-12 03:20:00] (step=0073000) Train Loss: 1.2152, Train Steps/Sec: 1.50
[2025-05-12 03:21:06] (Generator) rec_loss: 0.0760, perceptual_loss: 0.3516, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9395, generator_adv_loss: -0.0171, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3469
[2025-05-12 03:21:07] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0200, logits_fake: 0.0342
[2025-05-12 03:21:07] (step=0073100) Train Loss: 1.2310, Train Steps/Sec: 1.50
[2025-05-12 03:22:13] (Generator) rec_loss: 0.0554, perceptual_loss: 0.3320, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9335, generator_adv_loss: 0.0330, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3548
[2025-05-12 03:22:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0659, logits_fake: -0.0659
[2025-05-12 03:22:14] (step=0073200) Train Loss: 1.2299, Train Steps/Sec: 1.50
[2025-05-12 03:23:20] (Generator) rec_loss: 0.0524, perceptual_loss: 0.3047, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9323, generator_adv_loss: 0.0562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3208
[2025-05-12 03:23:20] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1328, logits_fake: -0.1123
[2025-05-12 03:23:20] (step=0073300) Train Loss: 1.2168, Train Steps/Sec: 1.50
[2025-05-12 03:24:26] (Generator) rec_loss: 0.0971, perceptual_loss: 0.3320, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.9398, generator_adv_loss: -0.0811, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3092
[2025-05-12 03:24:27] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.2031, logits_fake: 0.1621
[2025-05-12 03:24:27] (step=0073400) Train Loss: 1.2555, Train Steps/Sec: 1.50
[2025-05-12 03:25:33] (Generator) rec_loss: 0.0415, perceptual_loss: 0.2754, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9469, generator_adv_loss: -0.0310, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2648
[2025-05-12 03:25:33] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0283, logits_fake: 0.0620
[2025-05-12 03:25:33] (step=0073500) Train Loss: 1.2219, Train Steps/Sec: 1.50
[2025-05-12 03:26:39] (Generator) rec_loss: 0.0381, perceptual_loss: 0.3105, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9544, generator_adv_loss: 0.0500, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2836
[2025-05-12 03:26:40] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1108, logits_fake: -0.1001
[2025-05-12 03:26:40] (step=0073600) Train Loss: 1.2329, Train Steps/Sec: 1.50
[2025-05-12 03:27:46] (Generator) rec_loss: 0.0383, perceptual_loss: 0.2793, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9487, generator_adv_loss: 0.0349, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3227
[2025-05-12 03:27:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0762, logits_fake: -0.0698
[2025-05-12 03:27:46] (step=0073700) Train Loss: 1.2275, Train Steps/Sec: 1.50
[2025-05-12 03:28:52] (Generator) rec_loss: 0.0508, perceptual_loss: 0.2969, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9425, generator_adv_loss: 0.0311, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3291
[2025-05-12 03:28:53] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0757, logits_fake: -0.0623
[2025-05-12 03:28:53] (step=0073800) Train Loss: 1.2157, Train Steps/Sec: 1.50
[2025-05-12 03:29:59] (Generator) rec_loss: 0.0485, perceptual_loss: 0.3164, vq_loss: 0.0125, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9427, generator_adv_loss: -0.1016, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3347
[2025-05-12 03:29:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2031, logits_fake: 0.2031
[2025-05-12 03:29:59] (step=0073900) Train Loss: 1.1943, Train Steps/Sec: 1.50
[2025-05-12 03:31:05] (Generator) rec_loss: 0.0696, perceptual_loss: 0.3691, vq_loss: 0.0130, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9351, generator_adv_loss: -0.0188, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3827
[2025-05-12 03:31:06] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0537, logits_fake: 0.0376
[2025-05-12 03:31:06] (step=0074000) Train Loss: 1.1973, Train Steps/Sec: 1.50
[2025-05-12 03:32:12] (Generator) rec_loss: 0.0480, perceptual_loss: 0.3340, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9436, generator_adv_loss: 0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3157
[2025-05-12 03:32:12] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1738, logits_fake: -0.1367
[2025-05-12 03:32:12] (step=0074100) Train Loss: 1.2320, Train Steps/Sec: 1.51
[2025-05-12 03:33:18] (Generator) rec_loss: 0.0281, perceptual_loss: 0.3066, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9421, generator_adv_loss: -0.0422, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3137
[2025-05-12 03:33:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0879, logits_fake: 0.0845
[2025-05-12 03:33:19] (step=0074200) Train Loss: 1.1993, Train Steps/Sec: 1.50
[2025-05-12 03:34:25] (Generator) rec_loss: 0.0625, perceptual_loss: 0.3203, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9477, generator_adv_loss: 0.0002, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3158
[2025-05-12 03:34:25] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0254, logits_fake: -0.0003
[2025-05-12 03:34:25] (step=0074300) Train Loss: 1.2244, Train Steps/Sec: 1.50
[2025-05-12 03:35:31] (Generator) rec_loss: 0.0419, perceptual_loss: 0.3027, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9407, generator_adv_loss: -0.0391, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3023
[2025-05-12 03:35:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0781, logits_fake: 0.0781
[2025-05-12 03:35:32] (step=0074400) Train Loss: 1.2207, Train Steps/Sec: 1.51
[2025-05-12 03:36:38] (Generator) rec_loss: 0.0586, perceptual_loss: 0.3027, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9462, generator_adv_loss: -0.0520, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3308
[2025-05-12 03:36:38] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0703, logits_fake: 0.1040
[2025-05-12 03:36:38] (step=0074500) Train Loss: 1.2125, Train Steps/Sec: 1.50
[2025-05-12 03:37:44] (Generator) rec_loss: 0.0529, perceptual_loss: 0.3418, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9281, generator_adv_loss: -0.0654, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3213
[2025-05-12 03:37:45] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1406, logits_fake: 0.1309
[2025-05-12 03:37:45] (step=0074600) Train Loss: 1.2425, Train Steps/Sec: 1.51
[2025-05-12 03:38:51] (Generator) rec_loss: 0.0407, perceptual_loss: 0.3125, vq_loss: 0.0122, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9435, generator_adv_loss: 0.0718, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3487
[2025-05-12 03:38:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1445, logits_fake: -0.1436
[2025-05-12 03:38:51] (step=0074700) Train Loss: 1.2177, Train Steps/Sec: 1.50
[2025-05-12 03:39:57] (Generator) rec_loss: 0.0625, perceptual_loss: 0.3203, vq_loss: 0.0127, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9352, generator_adv_loss: -0.0140, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2997
[2025-05-12 03:39:58] (Discriminator) discriminator_adv_loss: 0.5195, disc_weight: 0.5000, logits_real: -0.0500, logits_fake: 0.0281
[2025-05-12 03:39:58] (step=0074800) Train Loss: 1.2604, Train Steps/Sec: 1.50
[2025-05-12 03:41:04] (Generator) rec_loss: 0.0374, perceptual_loss: 0.2734, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9326, generator_adv_loss: -0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2699
[2025-05-12 03:41:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1416, logits_fake: 0.1426
[2025-05-12 03:41:04] (step=0074900) Train Loss: 1.2085, Train Steps/Sec: 1.50
[2025-05-12 03:42:10] (Generator) rec_loss: 0.0406, perceptual_loss: 0.3047, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9386, generator_adv_loss: 0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3001
[2025-05-12 03:42:11] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0913, logits_fake: -0.0737
[2025-05-12 03:42:11] (step=0075000) Train Loss: 1.1827, Train Steps/Sec: 1.50
[2025-05-12 03:42:14] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0075000.pt
[2025-05-12 03:43:20] (Generator) rec_loss: 0.0943, perceptual_loss: 0.3574, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9391, generator_adv_loss: -0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3084
[2025-05-12 03:43:20] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1953, logits_fake: 0.1836
[2025-05-12 03:43:20] (step=0075100) Train Loss: 1.1717, Train Steps/Sec: 1.44
[2025-05-12 03:44:26] (Generator) rec_loss: 0.0702, perceptual_loss: 0.3125, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9404, generator_adv_loss: -0.0021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3199
[2025-05-12 03:44:27] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0154, logits_fake: 0.0041
[2025-05-12 03:44:27] (step=0075200) Train Loss: 1.2263, Train Steps/Sec: 1.51
[2025-05-12 03:45:33] (Generator) rec_loss: 0.0430, perceptual_loss: 0.3008, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9446, generator_adv_loss: 0.0972, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3329
[2025-05-12 03:45:33] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1895, logits_fake: -0.1943
[2025-05-12 03:45:33] (step=0075300) Train Loss: 1.2457, Train Steps/Sec: 1.50
[2025-05-12 03:46:39] (Generator) rec_loss: 0.0851, perceptual_loss: 0.3301, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9447, generator_adv_loss: 0.0444, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3322
[2025-05-12 03:46:40] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0723, logits_fake: -0.0889
[2025-05-12 03:46:40] (step=0075400) Train Loss: 1.2099, Train Steps/Sec: 1.50
[2025-05-12 03:47:46] (Generator) rec_loss: 0.0482, perceptual_loss: 0.3027, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9468, generator_adv_loss: 0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3211
[2025-05-12 03:47:46] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.1011, logits_fake: -0.1543
[2025-05-12 03:47:46] (step=0075500) Train Loss: 1.2207, Train Steps/Sec: 1.50
[2025-05-12 03:48:52] (Generator) rec_loss: 0.0328, perceptual_loss: 0.3223, vq_loss: 0.0116, commit_loss: 0.0029, entropy_loss: 0.0000, codebook_usage: 0.9358, generator_adv_loss: -0.0364, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3025
[2025-05-12 03:48:53] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1006, logits_fake: 0.0728
[2025-05-12 03:48:53] (step=0075600) Train Loss: 1.2109, Train Steps/Sec: 1.50
[2025-05-12 03:49:59] (Generator) rec_loss: 0.0700, perceptual_loss: 0.3105, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9480, generator_adv_loss: -0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3801
[2025-05-12 03:49:59] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1001, logits_fake: 0.1445
[2025-05-12 03:49:59] (step=0075700) Train Loss: 1.2103, Train Steps/Sec: 1.50
[2025-05-12 03:51:05] (Generator) rec_loss: 0.0350, perceptual_loss: 0.3086, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9464, generator_adv_loss: 0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3032
[2025-05-12 03:51:06] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1699, logits_fake: -0.1836
[2025-05-12 03:51:06] (step=0075800) Train Loss: 1.2581, Train Steps/Sec: 1.50
[2025-05-12 03:52:12] (Generator) rec_loss: 0.0629, perceptual_loss: 0.3262, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9498, generator_adv_loss: 0.0320, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3226
[2025-05-12 03:52:12] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0889, logits_fake: -0.0640
[2025-05-12 03:52:12] (step=0075900) Train Loss: 1.2463, Train Steps/Sec: 1.50
[2025-05-12 03:53:18] (Generator) rec_loss: 0.0760, perceptual_loss: 0.3320, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9530, generator_adv_loss: -0.0977, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3501
[2025-05-12 03:53:19] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1797, logits_fake: 0.1953
[2025-05-12 03:53:19] (step=0076000) Train Loss: 1.2285, Train Steps/Sec: 1.50
[2025-05-12 03:54:25] (Generator) rec_loss: 0.0492, perceptual_loss: 0.2832, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9472, generator_adv_loss: 0.0981, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2839
[2025-05-12 03:54:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1973, logits_fake: -0.1963
[2025-05-12 03:54:25] (step=0076100) Train Loss: 1.2138, Train Steps/Sec: 1.50
[2025-05-12 03:55:31] (Generator) rec_loss: 0.0456, perceptual_loss: 0.3145, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9489, generator_adv_loss: 0.0140, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3088
[2025-05-12 03:55:32] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0579, logits_fake: -0.0280
[2025-05-12 03:55:32] (step=0076200) Train Loss: 1.2517, Train Steps/Sec: 1.50
[2025-05-12 03:56:38] (Generator) rec_loss: 0.0383, perceptual_loss: 0.2910, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9498, generator_adv_loss: 0.0378, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3102
[2025-05-12 03:56:38] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1021, logits_fake: -0.0757
[2025-05-12 03:56:38] (step=0076300) Train Loss: 1.2301, Train Steps/Sec: 1.50
[2025-05-12 03:57:44] (Generator) rec_loss: 0.0818, perceptual_loss: 0.3008, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9465, generator_adv_loss: 0.1099, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2989
[2025-05-12 03:57:45] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1816, logits_fake: -0.2197
[2025-05-12 03:57:45] (step=0076400) Train Loss: 1.2732, Train Steps/Sec: 1.50
[2025-05-12 03:58:51] (Generator) rec_loss: 0.0390, perceptual_loss: 0.2910, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9502, generator_adv_loss: 0.0405, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2841
[2025-05-12 03:58:51] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1162, logits_fake: -0.0811
[2025-05-12 03:58:51] (step=0076500) Train Loss: 1.2373, Train Steps/Sec: 1.50
[2025-05-12 03:59:57] (Generator) rec_loss: 0.0606, perceptual_loss: 0.2930, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9525, generator_adv_loss: -0.0266, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2723
[2025-05-12 03:59:58] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0752, logits_fake: 0.0532
[2025-05-12 03:59:58] (step=0076600) Train Loss: 1.2184, Train Steps/Sec: 1.50
[2025-05-12 04:01:04] (Generator) rec_loss: 0.0604, perceptual_loss: 0.3203, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9508, generator_adv_loss: 0.0160, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3400
[2025-05-12 04:01:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0317, logits_fake: -0.0320
[2025-05-12 04:01:04] (step=0076700) Train Loss: 1.2164, Train Steps/Sec: 1.50
[2025-05-12 04:02:10] (Generator) rec_loss: 0.0702, perceptual_loss: 0.3066, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9483, generator_adv_loss: -0.0042, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3221
[2025-05-12 04:02:11] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0312, logits_fake: 0.0084
[2025-05-12 04:02:11] (step=0076800) Train Loss: 1.1784, Train Steps/Sec: 1.50
[2025-05-12 04:03:17] (Generator) rec_loss: 0.0548, perceptual_loss: 0.3086, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9366, generator_adv_loss: -0.0413, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2940
[2025-05-12 04:03:17] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0742, logits_fake: 0.0825
[2025-05-12 04:03:17] (step=0076900) Train Loss: 1.1903, Train Steps/Sec: 1.50
[2025-05-12 04:04:23] (Generator) rec_loss: 0.0535, perceptual_loss: 0.2793, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9492, generator_adv_loss: 0.1011, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2928
[2025-05-12 04:04:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2002, logits_fake: -0.2021
[2025-05-12 04:04:24] (step=0077000) Train Loss: 1.2198, Train Steps/Sec: 1.50
[2025-05-12 04:05:30] (Generator) rec_loss: 0.0714, perceptual_loss: 0.3203, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9525, generator_adv_loss: 0.0593, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3553
[2025-05-12 04:05:30] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1582, logits_fake: -0.1187
[2025-05-12 04:05:30] (step=0077100) Train Loss: 1.2492, Train Steps/Sec: 1.50
[2025-05-12 04:06:36] (Generator) rec_loss: 0.0597, perceptual_loss: 0.3125, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9462, generator_adv_loss: 0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3404
[2025-05-12 04:06:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1504, logits_fake: -0.1562
[2025-05-12 04:06:37] (step=0077200) Train Loss: 1.2487, Train Steps/Sec: 1.50
[2025-05-12 04:07:43] (Generator) rec_loss: 0.0600, perceptual_loss: 0.3203, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9424, generator_adv_loss: -0.0093, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3628
[2025-05-12 04:07:43] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0019, logits_fake: 0.0187
[2025-05-12 04:07:43] (step=0077300) Train Loss: 1.2225, Train Steps/Sec: 1.50
[2025-05-12 04:08:49] (Generator) rec_loss: 0.0628, perceptual_loss: 0.3203, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9559, generator_adv_loss: 0.0132, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3265
[2025-05-12 04:08:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0352, logits_fake: -0.0265
[2025-05-12 04:08:50] (step=0077400) Train Loss: 1.2175, Train Steps/Sec: 1.51
[2025-05-12 04:09:56] (Generator) rec_loss: 0.0418, perceptual_loss: 0.3027, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9474, generator_adv_loss: -0.0035, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3073
[2025-05-12 04:09:56] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0161, logits_fake: 0.0069
[2025-05-12 04:09:56] (step=0077500) Train Loss: 1.1823, Train Steps/Sec: 1.50
[2025-05-12 04:11:02] (Generator) rec_loss: 0.0516, perceptual_loss: 0.2910, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9469, generator_adv_loss: -0.0147, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3248
[2025-05-12 04:11:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0236, logits_fake: 0.0294
[2025-05-12 04:11:03] (step=0077600) Train Loss: 1.2412, Train Steps/Sec: 1.50
[2025-05-12 04:12:09] (Generator) rec_loss: 0.0597, perceptual_loss: 0.3125, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9533, generator_adv_loss: -0.0334, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3231
[2025-05-12 04:12:09] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.0210, logits_fake: 0.0669
[2025-05-12 04:12:09] (step=0077700) Train Loss: 1.2152, Train Steps/Sec: 1.50
[2025-05-12 04:13:15] (Generator) rec_loss: 0.0643, perceptual_loss: 0.3418, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9488, generator_adv_loss: -0.0869, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3338
[2025-05-12 04:13:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1680, logits_fake: 0.1738
[2025-05-12 04:13:16] (step=0077800) Train Loss: 1.2056, Train Steps/Sec: 1.51
[2025-05-12 04:14:22] (Generator) rec_loss: 0.0703, perceptual_loss: 0.3203, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9543, generator_adv_loss: -0.0962, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3327
[2025-05-12 04:14:22] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2188, logits_fake: 0.1924
[2025-05-12 04:14:22] (step=0077900) Train Loss: 1.1470, Train Steps/Sec: 1.50
[2025-05-12 04:15:28] (Generator) rec_loss: 0.0553, perceptual_loss: 0.3105, vq_loss: 0.0123, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9446, generator_adv_loss: -0.0116, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3396
[2025-05-12 04:15:29] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0041, logits_fake: 0.0232
[2025-05-12 04:15:29] (step=0078000) Train Loss: 1.1591, Train Steps/Sec: 1.50
[2025-05-12 04:16:35] (Generator) rec_loss: 0.0638, perceptual_loss: 0.3379, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9436, generator_adv_loss: -0.0571, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3607
[2025-05-12 04:16:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1211, logits_fake: 0.1143
[2025-05-12 04:16:35] (step=0078100) Train Loss: 1.2410, Train Steps/Sec: 1.51
[2025-05-12 04:17:41] (Generator) rec_loss: 0.0861, perceptual_loss: 0.3027, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9533, generator_adv_loss: 0.0184, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3005
[2025-05-12 04:17:41] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0043, logits_fake: -0.0369
[2025-05-12 04:17:42] (step=0078200) Train Loss: 1.1832, Train Steps/Sec: 1.51
[2025-05-12 04:18:48] (Generator) rec_loss: 0.0612, perceptual_loss: 0.3125, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9419, generator_adv_loss: 0.0354, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3221
[2025-05-12 04:18:48] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0515, logits_fake: -0.0708
[2025-05-12 04:18:48] (step=0078300) Train Loss: 1.2337, Train Steps/Sec: 1.50
[2025-05-12 04:19:54] (Generator) rec_loss: 0.0422, perceptual_loss: 0.2734, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9539, generator_adv_loss: 0.0496, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2990
[2025-05-12 04:19:54] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1226, logits_fake: -0.0991
[2025-05-12 04:19:54] (step=0078400) Train Loss: 1.2318, Train Steps/Sec: 1.50
[2025-05-12 04:21:00] (Generator) rec_loss: 0.0688, perceptual_loss: 0.3281, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9509, generator_adv_loss: 0.0547, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3276
[2025-05-12 04:21:01] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.0605, logits_fake: -0.1094
[2025-05-12 04:21:01] (step=0078500) Train Loss: 1.2148, Train Steps/Sec: 1.51
[2025-05-12 04:22:07] (Generator) rec_loss: 0.0442, perceptual_loss: 0.2949, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9549, generator_adv_loss: 0.0245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3129
[2025-05-12 04:22:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0430, logits_fake: -0.0491
[2025-05-12 04:22:07] (step=0078600) Train Loss: 1.2206, Train Steps/Sec: 1.50
[2025-05-12 04:23:13] (Generator) rec_loss: 0.0570, perceptual_loss: 0.3281, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9558, generator_adv_loss: -0.0439, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3293
[2025-05-12 04:23:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0830, logits_fake: 0.0879
[2025-05-12 04:23:14] (step=0078700) Train Loss: 1.1519, Train Steps/Sec: 1.50
[2025-05-12 04:24:20] (Generator) rec_loss: 0.0453, perceptual_loss: 0.3047, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9504, generator_adv_loss: 0.0173, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3417
[2025-05-12 04:24:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0347, logits_fake: -0.0347
[2025-05-12 04:24:20] (step=0078800) Train Loss: 1.1997, Train Steps/Sec: 1.50
[2025-05-12 04:25:26] (Generator) rec_loss: 0.0537, perceptual_loss: 0.3535, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9496, generator_adv_loss: -0.0427, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3799
[2025-05-12 04:25:27] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0747, logits_fake: 0.0854
[2025-05-12 04:25:27] (step=0078900) Train Loss: 1.2130, Train Steps/Sec: 1.50
[2025-05-12 04:26:33] (Generator) rec_loss: 0.0570, perceptual_loss: 0.3438, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9465, generator_adv_loss: -0.0187, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3593
[2025-05-12 04:26:33] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0601, logits_fake: 0.0374
[2025-05-12 04:26:33] (step=0079000) Train Loss: 1.1853, Train Steps/Sec: 1.50
[2025-05-12 04:27:39] (Generator) rec_loss: 0.0334, perceptual_loss: 0.2539, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9526, generator_adv_loss: -0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2959
[2025-05-12 04:27:40] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1050, logits_fake: 0.0776
[2025-05-12 04:27:40] (step=0079100) Train Loss: 1.1705, Train Steps/Sec: 1.50
[2025-05-12 04:28:46] (Generator) rec_loss: 0.0634, perceptual_loss: 0.3203, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9503, generator_adv_loss: -0.0165, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3123
[2025-05-12 04:28:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0359, logits_fake: 0.0330
[2025-05-12 04:28:46] (step=0079200) Train Loss: 1.1383, Train Steps/Sec: 1.50
[2025-05-12 04:29:52] (Generator) rec_loss: 0.0553, perceptual_loss: 0.3379, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9499, generator_adv_loss: -0.0276, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3431
[2025-05-12 04:29:53] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0688, logits_fake: 0.0552
[2025-05-12 04:29:53] (step=0079300) Train Loss: 1.1931, Train Steps/Sec: 1.51
[2025-05-12 04:30:59] (Generator) rec_loss: 0.0298, perceptual_loss: 0.2852, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9539, generator_adv_loss: 0.0049, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2943
[2025-05-12 04:30:59] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0038, logits_fake: -0.0099
[2025-05-12 04:30:59] (step=0079400) Train Loss: 1.2242, Train Steps/Sec: 1.50
[2025-05-12 04:32:05] (Generator) rec_loss: 0.0466, perceptual_loss: 0.2949, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9550, generator_adv_loss: 0.0036, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2817
[2025-05-12 04:32:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0125, logits_fake: -0.0072
[2025-05-12 04:32:06] (step=0079500) Train Loss: 1.1819, Train Steps/Sec: 1.50
[2025-05-12 04:33:12] (Generator) rec_loss: 0.0490, perceptual_loss: 0.3008, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9523, generator_adv_loss: -0.0649, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3030
[2025-05-12 04:33:12] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1221, logits_fake: 0.1299
[2025-05-12 04:33:12] (step=0079600) Train Loss: 1.2372, Train Steps/Sec: 1.50
[2025-05-12 04:34:18] (Generator) rec_loss: 0.0662, perceptual_loss: 0.3301, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9525, generator_adv_loss: -0.0564, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3366
[2025-05-12 04:34:19] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1035, logits_fake: 0.1128
[2025-05-12 04:34:19] (step=0079700) Train Loss: 1.1562, Train Steps/Sec: 1.51
[2025-05-12 04:35:25] (Generator) rec_loss: 0.0585, perceptual_loss: 0.3027, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9531, generator_adv_loss: -0.0019, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2733
[2025-05-12 04:35:25] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0146, logits_fake: 0.0038
[2025-05-12 04:35:25] (step=0079800) Train Loss: 1.1814, Train Steps/Sec: 1.50
[2025-05-12 04:36:31] (Generator) rec_loss: 0.0460, perceptual_loss: 0.2988, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9494, generator_adv_loss: 0.0603, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3289
[2025-05-12 04:36:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1177, logits_fake: -0.1206
[2025-05-12 04:36:32] (step=0079900) Train Loss: 1.2400, Train Steps/Sec: 1.50
[2025-05-12 04:37:38] (Generator) rec_loss: 0.0455, perceptual_loss: 0.2969, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9451, generator_adv_loss: 0.0342, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3516
[2025-05-12 04:37:38] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0537, logits_fake: -0.0684
[2025-05-12 04:37:38] (step=0080000) Train Loss: 1.2598, Train Steps/Sec: 1.51
[2025-05-12 04:37:42] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0080000.pt
[2025-05-12 04:38:48] (Generator) rec_loss: 0.0446, perceptual_loss: 0.3320, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9528, generator_adv_loss: 0.0035, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3457
[2025-05-12 04:38:48] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0236, logits_fake: -0.0070
[2025-05-12 04:38:48] (step=0080100) Train Loss: 1.2114, Train Steps/Sec: 1.43
[2025-05-12 04:39:54] (Generator) rec_loss: 0.0704, perceptual_loss: 0.2910, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9568, generator_adv_loss: -0.0306, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3398
[2025-05-12 04:39:55] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.1021, logits_fake: 0.0613
[2025-05-12 04:39:55] (step=0080200) Train Loss: 1.1647, Train Steps/Sec: 1.50
[2025-05-12 04:41:01] (Generator) rec_loss: 0.0700, perceptual_loss: 0.3379, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9517, generator_adv_loss: -0.0864, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3588
[2025-05-12 04:41:01] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1494, logits_fake: 0.1729
[2025-05-12 04:41:01] (step=0080300) Train Loss: 1.1584, Train Steps/Sec: 1.50
[2025-05-12 04:42:07] (Generator) rec_loss: 0.0442, perceptual_loss: 0.3262, vq_loss: 0.0125, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9506, generator_adv_loss: -0.0996, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3511
[2025-05-12 04:42:08] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1709, logits_fake: 0.1992
[2025-05-12 04:42:08] (step=0080400) Train Loss: 1.1664, Train Steps/Sec: 1.50
[2025-05-12 04:43:14] (Generator) rec_loss: 0.0638, perceptual_loss: 0.3262, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9491, generator_adv_loss: -0.0139, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3154
[2025-05-12 04:43:14] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0108, logits_fake: 0.0278
[2025-05-12 04:43:14] (step=0080500) Train Loss: 1.1877, Train Steps/Sec: 1.50
[2025-05-12 04:44:20] (Generator) rec_loss: 0.0455, perceptual_loss: 0.2910, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9567, generator_adv_loss: 0.0364, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2703
[2025-05-12 04:44:21] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0481, logits_fake: -0.0728
[2025-05-12 04:44:21] (step=0080600) Train Loss: 1.2212, Train Steps/Sec: 1.50
[2025-05-12 04:45:27] (Generator) rec_loss: 0.0182, perceptual_loss: 0.2852, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9481, generator_adv_loss: 0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3034
[2025-05-12 04:45:27] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1187, logits_fake: -0.1387
[2025-05-12 04:45:27] (step=0080700) Train Loss: 1.2679, Train Steps/Sec: 1.50
[2025-05-12 04:46:33] (Generator) rec_loss: 0.0478, perceptual_loss: 0.3125, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9576, generator_adv_loss: 0.1279, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3000
[2025-05-12 04:46:34] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.2266, logits_fake: -0.2559
[2025-05-12 04:46:34] (step=0080800) Train Loss: 1.2633, Train Steps/Sec: 1.50
[2025-05-12 04:47:40] (Generator) rec_loss: 0.0373, perceptual_loss: 0.3066, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9518, generator_adv_loss: 0.1187, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2927
[2025-05-12 04:47:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2422, logits_fake: -0.2373
[2025-05-12 04:47:40] (step=0080900) Train Loss: 1.2671, Train Steps/Sec: 1.50
[2025-05-12 04:48:46] (Generator) rec_loss: 0.0714, perceptual_loss: 0.3223, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9540, generator_adv_loss: -0.0603, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3497
[2025-05-12 04:48:47] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0986, logits_fake: 0.1206
[2025-05-12 04:48:47] (step=0081000) Train Loss: 1.2140, Train Steps/Sec: 1.50
[2025-05-12 04:49:53] (Generator) rec_loss: 0.0459, perceptual_loss: 0.2812, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9483, generator_adv_loss: 0.0320, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2974
[2025-05-12 04:49:53] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0928, logits_fake: -0.0640
[2025-05-12 04:49:53] (step=0081100) Train Loss: 1.2275, Train Steps/Sec: 1.50
[2025-05-12 04:50:59] (Generator) rec_loss: 0.0582, perceptual_loss: 0.2891, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9479, generator_adv_loss: -0.0381, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3080
[2025-05-12 04:51:00] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0630, logits_fake: 0.0762
[2025-05-12 04:51:00] (step=0081200) Train Loss: 1.2182, Train Steps/Sec: 1.50
[2025-05-12 04:52:06] (Generator) rec_loss: 0.0581, perceptual_loss: 0.3164, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9456, generator_adv_loss: 0.0123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3059
[2025-05-12 04:52:06] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0109, logits_fake: -0.0245
[2025-05-12 04:52:06] (step=0081300) Train Loss: 1.2367, Train Steps/Sec: 1.50
[2025-05-12 04:53:12] (Generator) rec_loss: 0.0477, perceptual_loss: 0.2988, vq_loss: 0.0127, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9468, generator_adv_loss: 0.1128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3329
[2025-05-12 04:53:13] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2217, logits_fake: -0.2256
[2025-05-12 04:53:13] (step=0081400) Train Loss: 1.2700, Train Steps/Sec: 1.51
[2025-05-12 04:54:19] (Generator) rec_loss: 0.0875, perceptual_loss: 0.3223, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9521, generator_adv_loss: 0.0315, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3224
[2025-05-12 04:54:19] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0854, logits_fake: -0.0630
[2025-05-12 04:54:19] (step=0081500) Train Loss: 1.2613, Train Steps/Sec: 1.50
[2025-05-12 04:55:25] (Generator) rec_loss: 0.0676, perceptual_loss: 0.3398, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9547, generator_adv_loss: -0.0547, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3537
[2025-05-12 04:55:26] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0781, logits_fake: 0.1094
[2025-05-12 04:55:26] (step=0081600) Train Loss: 1.2240, Train Steps/Sec: 1.50
[2025-05-12 04:56:32] (Generator) rec_loss: 0.0559, perceptual_loss: 0.3301, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9534, generator_adv_loss: 0.0356, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3510
[2025-05-12 04:56:32] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0554, logits_fake: -0.0713
[2025-05-12 04:56:32] (step=0081700) Train Loss: 1.2184, Train Steps/Sec: 1.50
[2025-05-12 04:57:38] (Generator) rec_loss: 0.0427, perceptual_loss: 0.3184, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9571, generator_adv_loss: -0.0952, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3169
[2025-05-12 04:57:39] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2041, logits_fake: 0.1904
[2025-05-12 04:57:39] (step=0081800) Train Loss: 1.2145, Train Steps/Sec: 1.50
[2025-05-12 04:58:45] (Generator) rec_loss: 0.0782, perceptual_loss: 0.3457, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9511, generator_adv_loss: -0.0034, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3573
[2025-05-12 04:58:45] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0317, logits_fake: 0.0068
[2025-05-12 04:58:45] (step=0081900) Train Loss: 1.1577, Train Steps/Sec: 1.50
[2025-05-12 04:59:51] (Generator) rec_loss: 0.0662, perceptual_loss: 0.3301, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: -0.0757, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2802
[2025-05-12 04:59:52] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1279, logits_fake: 0.1514
[2025-05-12 04:59:52] (step=0082000) Train Loss: 1.2020, Train Steps/Sec: 1.50
[2025-05-12 05:00:58] (Generator) rec_loss: 0.0711, perceptual_loss: 0.3398, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9590, generator_adv_loss: -0.0391, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3611
[2025-05-12 05:00:58] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1074, logits_fake: 0.0781
[2025-05-12 05:00:58] (step=0082100) Train Loss: 1.2204, Train Steps/Sec: 1.51
[2025-05-12 05:02:04] (Generator) rec_loss: 0.0670, perceptual_loss: 0.2949, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9471, generator_adv_loss: 0.0164, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2914
[2025-05-12 05:02:04] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0221, logits_fake: -0.0327
[2025-05-12 05:02:04] (step=0082200) Train Loss: 1.2002, Train Steps/Sec: 1.50
[2025-05-12 05:03:10] (Generator) rec_loss: 0.0379, perceptual_loss: 0.3301, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9587, generator_adv_loss: 0.0132, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3732
[2025-05-12 05:03:11] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0029, logits_fake: -0.0265
[2025-05-12 05:03:11] (step=0082300) Train Loss: 1.1856, Train Steps/Sec: 1.51
[2025-05-12 05:04:17] (Generator) rec_loss: 0.0472, perceptual_loss: 0.2930, vq_loss: 0.0156, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9520, generator_adv_loss: -0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3047
[2025-05-12 05:04:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1367, logits_fake: 0.1367
[2025-05-12 05:04:17] (step=0082400) Train Loss: 1.2009, Train Steps/Sec: 1.51
[2025-05-12 05:05:23] (Generator) rec_loss: 0.0760, perceptual_loss: 0.3672, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9513, generator_adv_loss: 0.0037, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3612
[2025-05-12 05:05:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0065, logits_fake: -0.0074
[2025-05-12 05:05:24] (step=0082500) Train Loss: 1.2226, Train Steps/Sec: 1.50
[2025-05-12 05:06:30] (Generator) rec_loss: 0.0603, perceptual_loss: 0.3184, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9437, generator_adv_loss: -0.0933, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2917
[2025-05-12 05:06:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1797, logits_fake: 0.1865
[2025-05-12 05:06:30] (step=0082600) Train Loss: 1.1930, Train Steps/Sec: 1.50
[2025-05-12 05:07:36] (Generator) rec_loss: 0.0931, perceptual_loss: 0.3242, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9522, generator_adv_loss: -0.0444, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3052
[2025-05-12 05:07:37] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1055, logits_fake: 0.0889
[2025-05-12 05:07:37] (step=0082700) Train Loss: 1.1780, Train Steps/Sec: 1.50
[2025-05-12 05:08:43] (Generator) rec_loss: 0.0435, perceptual_loss: 0.3145, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9518, generator_adv_loss: -0.0135, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2891
[2025-05-12 05:08:43] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0054, logits_fake: 0.0270
[2025-05-12 05:08:43] (step=0082800) Train Loss: 1.1573, Train Steps/Sec: 1.50
[2025-05-12 05:09:49] (Generator) rec_loss: 0.0700, perceptual_loss: 0.3223, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9525, generator_adv_loss: -0.0913, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3331
[2025-05-12 05:09:50] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.1328, logits_fake: 0.1826
[2025-05-12 05:09:50] (step=0082900) Train Loss: 1.1756, Train Steps/Sec: 1.50
[2025-05-12 05:10:56] (Generator) rec_loss: 0.0692, perceptual_loss: 0.3223, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: -0.0598, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3539
[2025-05-12 05:10:56] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1309, logits_fake: 0.1196
[2025-05-12 05:10:56] (step=0083000) Train Loss: 1.1953, Train Steps/Sec: 1.50
[2025-05-12 05:12:02] (Generator) rec_loss: 0.0666, perceptual_loss: 0.3145, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9509, generator_adv_loss: 0.0481, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3539
[2025-05-12 05:12:03] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1113, logits_fake: -0.0962
[2025-05-12 05:12:03] (step=0083100) Train Loss: 1.2215, Train Steps/Sec: 1.51
[2025-05-12 05:13:09] (Generator) rec_loss: 0.0693, perceptual_loss: 0.2812, vq_loss: 0.0156, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9521, generator_adv_loss: -0.0104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2903
[2025-05-12 05:13:09] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0119, logits_fake: 0.0209
[2025-05-12 05:13:09] (step=0083200) Train Loss: 1.2012, Train Steps/Sec: 1.51
[2025-05-12 05:14:15] (Generator) rec_loss: 0.0734, perceptual_loss: 0.3242, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.9489, generator_adv_loss: -0.0654, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3301
[2025-05-12 05:14:16] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1611, logits_fake: 0.1309
[2025-05-12 05:14:16] (step=0083300) Train Loss: 1.1782, Train Steps/Sec: 1.50
[2025-05-12 05:15:22] (Generator) rec_loss: 0.0760, perceptual_loss: 0.3281, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9470, generator_adv_loss: -0.0593, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3283
[2025-05-12 05:15:22] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0786, logits_fake: 0.1187
[2025-05-12 05:15:22] (step=0083400) Train Loss: 1.1572, Train Steps/Sec: 1.50
[2025-05-12 05:16:28] (Generator) rec_loss: 0.0361, perceptual_loss: 0.2891, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9537, generator_adv_loss: -0.0222, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2901
[2025-05-12 05:16:29] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0287, logits_fake: 0.0444
[2025-05-12 05:16:29] (step=0083500) Train Loss: 1.2092, Train Steps/Sec: 1.50
[2025-05-12 05:17:35] (Generator) rec_loss: 0.0347, perceptual_loss: 0.3242, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9523, generator_adv_loss: 0.0175, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3286
[2025-05-12 05:17:35] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0679, logits_fake: -0.0349
[2025-05-12 05:17:35] (step=0083600) Train Loss: 1.1901, Train Steps/Sec: 1.50
[2025-05-12 05:18:41] (Generator) rec_loss: 0.0620, perceptual_loss: 0.3008, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9554, generator_adv_loss: 0.0142, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3245
[2025-05-12 05:18:42] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0466, logits_fake: -0.0283
[2025-05-12 05:18:42] (step=0083700) Train Loss: 1.2442, Train Steps/Sec: 1.50
[2025-05-12 05:19:48] (Generator) rec_loss: 0.0573, perceptual_loss: 0.3418, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9571, generator_adv_loss: -0.0017, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3563
[2025-05-12 05:19:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0018, logits_fake: 0.0034
[2025-05-12 05:19:48] (step=0083800) Train Loss: 1.2077, Train Steps/Sec: 1.50
[2025-05-12 05:20:54] (Generator) rec_loss: 0.0525, perceptual_loss: 0.2812, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9541, generator_adv_loss: -0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2907
[2025-05-12 05:20:55] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0645, logits_fake: 0.0864
[2025-05-12 05:20:55] (step=0083900) Train Loss: 1.2035, Train Steps/Sec: 1.50
[2025-05-12 05:22:01] (Generator) rec_loss: 0.0574, perceptual_loss: 0.2949, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9595, generator_adv_loss: 0.0041, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2913
[2025-05-12 05:22:01] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0103, logits_fake: -0.0082
[2025-05-12 05:22:01] (step=0084000) Train Loss: 1.1742, Train Steps/Sec: 1.50
[2025-05-12 05:23:07] (Generator) rec_loss: 0.0459, perceptual_loss: 0.3125, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9534, generator_adv_loss: -0.0952, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3208
[2025-05-12 05:23:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1885, logits_fake: 0.1904
[2025-05-12 05:23:08] (step=0084100) Train Loss: 1.1849, Train Steps/Sec: 1.50
[2025-05-12 05:24:14] (Generator) rec_loss: 0.0837, perceptual_loss: 0.3164, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9591, generator_adv_loss: -0.0427, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2860
[2025-05-12 05:24:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0820, logits_fake: 0.0854
[2025-05-12 05:24:14] (step=0084200) Train Loss: 1.1785, Train Steps/Sec: 1.51
[2025-05-12 05:25:20] (Generator) rec_loss: 0.0564, perceptual_loss: 0.3008, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9585, generator_adv_loss: -0.0095, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2783
[2025-05-12 05:25:21] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0483, logits_fake: 0.0189
[2025-05-12 05:25:21] (step=0084300) Train Loss: 1.1394, Train Steps/Sec: 1.50
[2025-05-12 05:26:27] (Generator) rec_loss: 0.0798, perceptual_loss: 0.2930, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9540, generator_adv_loss: -0.0581, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2977
[2025-05-12 05:26:27] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1270, logits_fake: 0.1162
[2025-05-12 05:26:27] (step=0084400) Train Loss: 1.2124, Train Steps/Sec: 1.50
[2025-05-12 05:27:33] (Generator) rec_loss: 0.0617, perceptual_loss: 0.3164, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9471, generator_adv_loss: -0.1152, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3164
[2025-05-12 05:27:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2256, logits_fake: 0.2305
[2025-05-12 05:27:34] (step=0084500) Train Loss: 1.1879, Train Steps/Sec: 1.50
[2025-05-12 05:28:40] (Generator) rec_loss: 0.0521, perceptual_loss: 0.2969, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9442, generator_adv_loss: -0.0605, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3334
[2025-05-12 05:28:40] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0996, logits_fake: 0.1211
[2025-05-12 05:28:40] (step=0084600) Train Loss: 1.1573, Train Steps/Sec: 1.50
[2025-05-12 05:29:46] (Generator) rec_loss: 0.0430, perceptual_loss: 0.2578, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9509, generator_adv_loss: -0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2920
[2025-05-12 05:29:47] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0107, logits_fake: 0.0317
[2025-05-12 05:29:47] (step=0084700) Train Loss: 1.1890, Train Steps/Sec: 1.50
[2025-05-12 05:30:53] (Generator) rec_loss: 0.0503, perceptual_loss: 0.3379, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9524, generator_adv_loss: -0.0117, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3571
[2025-05-12 05:30:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0145, logits_fake: 0.0233
[2025-05-12 05:30:53] (step=0084800) Train Loss: 1.1944, Train Steps/Sec: 1.50
[2025-05-12 05:31:59] (Generator) rec_loss: 0.0637, perceptual_loss: 0.3574, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9565, generator_adv_loss: 0.0272, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3686
[2025-05-12 05:32:00] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0359, logits_fake: -0.0544
[2025-05-12 05:32:00] (step=0084900) Train Loss: 1.1878, Train Steps/Sec: 1.50
[2025-05-12 05:33:06] (Generator) rec_loss: 0.0575, perceptual_loss: 0.2988, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9472, generator_adv_loss: 0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3121
[2025-05-12 05:33:06] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0486, logits_fake: -0.0864
[2025-05-12 05:33:06] (step=0085000) Train Loss: 1.2636, Train Steps/Sec: 1.50
[2025-05-12 05:33:10] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0085000.pt
[2025-05-12 05:34:16] (Generator) rec_loss: 0.0489, perceptual_loss: 0.2852, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9583, generator_adv_loss: 0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2960
[2025-05-12 05:34:17] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1533, logits_fake: -0.1387
[2025-05-12 05:34:17] (step=0085100) Train Loss: 1.2680, Train Steps/Sec: 1.42
[2025-05-12 05:35:23] (Generator) rec_loss: 0.0452, perceptual_loss: 0.3379, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9587, generator_adv_loss: 0.0354, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3090
[2025-05-12 05:35:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0796, logits_fake: -0.0708
[2025-05-12 05:35:23] (step=0085200) Train Loss: 1.2415, Train Steps/Sec: 1.51
[2025-05-12 05:36:29] (Generator) rec_loss: 0.0922, perceptual_loss: 0.3242, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9474, generator_adv_loss: 0.0623, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3560
[2025-05-12 05:36:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1348, logits_fake: -0.1245
[2025-05-12 05:36:30] (step=0085300) Train Loss: 1.2297, Train Steps/Sec: 1.50
[2025-05-12 05:37:36] (Generator) rec_loss: 0.0577, perceptual_loss: 0.2891, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9547, generator_adv_loss: 0.0081, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3071
[2025-05-12 05:37:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0200, logits_fake: -0.0161
[2025-05-12 05:37:36] (step=0085400) Train Loss: 1.2408, Train Steps/Sec: 1.50
[2025-05-12 05:38:42] (Generator) rec_loss: 0.1081, perceptual_loss: 0.3262, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9531, generator_adv_loss: -0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2903
[2025-05-12 05:38:42] (Discriminator) discriminator_adv_loss: 0.4844, disc_weight: 0.5000, logits_real: 0.1924, logits_fake: 0.1348
[2025-05-12 05:38:43] (step=0085500) Train Loss: 1.1552, Train Steps/Sec: 1.50
[2025-05-12 05:39:49] (Generator) rec_loss: 0.0777, perceptual_loss: 0.2852, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9556, generator_adv_loss: -0.1133, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3070
[2025-05-12 05:39:49] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.2598, logits_fake: 0.2266
[2025-05-12 05:39:49] (step=0085600) Train Loss: 1.1671, Train Steps/Sec: 1.50
[2025-05-12 05:40:55] (Generator) rec_loss: 0.0424, perceptual_loss: 0.3008, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9567, generator_adv_loss: 0.0007, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2457
[2025-05-12 05:40:55] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0192, logits_fake: -0.0014
[2025-05-12 05:40:55] (step=0085700) Train Loss: 1.1429, Train Steps/Sec: 1.50
[2025-05-12 05:42:02] (Generator) rec_loss: 0.0772, perceptual_loss: 0.3750, vq_loss: 0.0122, commit_loss: 0.0030, entropy_loss: 0.0000, codebook_usage: 0.9500, generator_adv_loss: -0.0576, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3368
[2025-05-12 05:42:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1191, logits_fake: 0.1152
[2025-05-12 05:42:02] (step=0085800) Train Loss: 1.1537, Train Steps/Sec: 1.50
[2025-05-12 05:43:08] (Generator) rec_loss: 0.0291, perceptual_loss: 0.2930, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9544, generator_adv_loss: 0.0442, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2697
[2025-05-12 05:43:09] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0762, logits_fake: -0.0884
[2025-05-12 05:43:09] (step=0085900) Train Loss: 1.2142, Train Steps/Sec: 1.50
[2025-05-12 05:44:15] (Generator) rec_loss: 0.0366, perceptual_loss: 0.3105, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9588, generator_adv_loss: 0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3177
[2025-05-12 05:44:15] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1650, logits_fake: -0.1426
[2025-05-12 05:44:15] (step=0086000) Train Loss: 1.2769, Train Steps/Sec: 1.50
[2025-05-12 05:45:21] (Generator) rec_loss: 0.0727, perceptual_loss: 0.3242, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9600, generator_adv_loss: 0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3281
[2025-05-12 05:45:22] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0972, logits_fake: -0.0737
[2025-05-12 05:45:22] (step=0086100) Train Loss: 1.2365, Train Steps/Sec: 1.50
[2025-05-12 05:46:28] (Generator) rec_loss: 0.0542, perceptual_loss: 0.3145, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9508, generator_adv_loss: 0.0093, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3114
[2025-05-12 05:46:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0181, logits_fake: -0.0187
[2025-05-12 05:46:28] (step=0086200) Train Loss: 1.1874, Train Steps/Sec: 1.50
[2025-05-12 05:47:34] (Generator) rec_loss: 0.0819, perceptual_loss: 0.3438, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9517, generator_adv_loss: 0.0515, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3338
[2025-05-12 05:47:34] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1152, logits_fake: -0.1030
[2025-05-12 05:47:34] (step=0086300) Train Loss: 1.2554, Train Steps/Sec: 1.51
[2025-05-12 05:48:41] (Generator) rec_loss: 0.0756, perceptual_loss: 0.3066, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9551, generator_adv_loss: 0.0403, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2935
[2025-05-12 05:48:41] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0957, logits_fake: -0.0806
[2025-05-12 05:48:41] (step=0086400) Train Loss: 1.2482, Train Steps/Sec: 1.50
[2025-05-12 05:49:47] (Generator) rec_loss: 0.0442, perceptual_loss: 0.3066, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9511, generator_adv_loss: 0.1079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3227
[2025-05-12 05:49:47] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2031, logits_fake: -0.2158
[2025-05-12 05:49:47] (step=0086500) Train Loss: 1.2218, Train Steps/Sec: 1.50
[2025-05-12 05:50:54] (Generator) rec_loss: 0.0587, perceptual_loss: 0.3379, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9523, generator_adv_loss: 0.0476, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3506
[2025-05-12 05:50:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0957, logits_fake: -0.0952
[2025-05-12 05:50:54] (step=0086600) Train Loss: 1.2450, Train Steps/Sec: 1.50
[2025-05-12 05:52:00] (Generator) rec_loss: 0.0630, perceptual_loss: 0.3164, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9594, generator_adv_loss: 0.0033, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3102
[2025-05-12 05:52:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0146, logits_fake: -0.0066
[2025-05-12 05:52:01] (step=0086700) Train Loss: 1.2432, Train Steps/Sec: 1.50
[2025-05-12 05:53:07] (Generator) rec_loss: 0.0519, perceptual_loss: 0.2773, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9524, generator_adv_loss: 0.0574, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3646
[2025-05-12 05:53:07] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1348, logits_fake: -0.1147
[2025-05-12 05:53:07] (step=0086800) Train Loss: 1.2270, Train Steps/Sec: 1.51
[2025-05-12 05:54:13] (Generator) rec_loss: 0.0407, perceptual_loss: 0.2656, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9513, generator_adv_loss: -0.0317, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2512
[2025-05-12 05:54:13] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.0193, logits_fake: 0.0635
[2025-05-12 05:54:13] (step=0086900) Train Loss: 1.1873, Train Steps/Sec: 1.51
[2025-05-12 05:55:19] (Generator) rec_loss: 0.0554, perceptual_loss: 0.3086, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9513, generator_adv_loss: 0.0510, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3215
[2025-05-12 05:55:20] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0840, logits_fake: -0.1021
[2025-05-12 05:55:20] (step=0087000) Train Loss: 1.1940, Train Steps/Sec: 1.51
[2025-05-12 05:56:26] (Generator) rec_loss: 0.0452, perceptual_loss: 0.3008, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9499, generator_adv_loss: -0.0508, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3541
[2025-05-12 05:56:26] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0737, logits_fake: 0.1016
[2025-05-12 05:56:26] (step=0087100) Train Loss: 1.1775, Train Steps/Sec: 1.50
[2025-05-12 05:57:32] (Generator) rec_loss: 0.0470, perceptual_loss: 0.3223, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9589, generator_adv_loss: -0.0408, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3229
[2025-05-12 05:57:33] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0518, logits_fake: 0.0815
[2025-05-12 05:57:33] (step=0087200) Train Loss: 1.1971, Train Steps/Sec: 1.51
[2025-05-12 05:58:39] (Generator) rec_loss: 0.0742, perceptual_loss: 0.3242, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9563, generator_adv_loss: 0.0186, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3194
[2025-05-12 05:58:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0415, logits_fake: -0.0371
[2025-05-12 05:58:39] (step=0087300) Train Loss: 1.2080, Train Steps/Sec: 1.50
[2025-05-12 05:59:45] (Generator) rec_loss: 0.0544, perceptual_loss: 0.3008, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9483, generator_adv_loss: 0.0374, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2848
[2025-05-12 05:59:46] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.1318, logits_fake: -0.0747
[2025-05-12 05:59:46] (step=0087400) Train Loss: 1.1925, Train Steps/Sec: 1.50
[2025-05-12 06:00:52] (Generator) rec_loss: 0.0429, perceptual_loss: 0.3008, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9584, generator_adv_loss: 0.0293, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3204
[2025-05-12 06:00:52] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0381, logits_fake: -0.0586
[2025-05-12 06:00:52] (step=0087500) Train Loss: 1.1946, Train Steps/Sec: 1.50
[2025-05-12 06:01:58] (Generator) rec_loss: 0.0943, perceptual_loss: 0.3301, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: -0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3413
[2025-05-12 06:01:59] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0552, logits_fake: 0.0776
[2025-05-12 06:01:59] (step=0087600) Train Loss: 1.2212, Train Steps/Sec: 1.50
[2025-05-12 06:03:05] (Generator) rec_loss: 0.0509, perceptual_loss: 0.3066, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9544, generator_adv_loss: -0.0193, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2922
[2025-05-12 06:03:05] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0059, logits_fake: 0.0386
[2025-05-12 06:03:05] (step=0087700) Train Loss: 1.2234, Train Steps/Sec: 1.51
[2025-05-12 06:04:11] (Generator) rec_loss: 0.0266, perceptual_loss: 0.2617, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9540, generator_adv_loss: 0.0598, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2818
[2025-05-12 06:04:12] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1387, logits_fake: -0.1196
[2025-05-12 06:04:12] (step=0087800) Train Loss: 1.2271, Train Steps/Sec: 1.50
[2025-05-12 06:05:18] (Generator) rec_loss: 0.0846, perceptual_loss: 0.3223, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9531, generator_adv_loss: -0.0325, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3603
[2025-05-12 06:05:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0669, logits_fake: 0.0649
[2025-05-12 06:05:18] (step=0087900) Train Loss: 1.2218, Train Steps/Sec: 1.50
[2025-05-12 06:06:24] (Generator) rec_loss: 0.0480, perceptual_loss: 0.2812, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9553, generator_adv_loss: -0.0242, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3024
[2025-05-12 06:06:25] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0128, logits_fake: 0.0483
[2025-05-12 06:06:25] (step=0088000) Train Loss: 1.2016, Train Steps/Sec: 1.50
[2025-05-12 06:07:31] (Generator) rec_loss: 0.0477, perceptual_loss: 0.2695, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9565, generator_adv_loss: 0.0127, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3059
[2025-05-12 06:07:31] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0030, logits_fake: -0.0254
[2025-05-12 06:07:31] (step=0088100) Train Loss: 1.1654, Train Steps/Sec: 1.50
[2025-05-12 06:08:37] (Generator) rec_loss: 0.0601, perceptual_loss: 0.2812, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9553, generator_adv_loss: -0.0262, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3010
[2025-05-12 06:08:38] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0430, logits_fake: 0.0525
[2025-05-12 06:08:38] (step=0088200) Train Loss: 1.2071, Train Steps/Sec: 1.50
[2025-05-12 06:09:44] (Generator) rec_loss: 0.0554, perceptual_loss: 0.3789, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9573, generator_adv_loss: -0.0193, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3521
[2025-05-12 06:09:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0298, logits_fake: 0.0386
[2025-05-12 06:09:44] (step=0088300) Train Loss: 1.1640, Train Steps/Sec: 1.50
[2025-05-12 06:10:50] (Generator) rec_loss: 0.0594, perceptual_loss: 0.2852, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9535, generator_adv_loss: -0.0280, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3078
[2025-05-12 06:10:51] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0708, logits_fake: 0.0559
[2025-05-12 06:10:51] (step=0088400) Train Loss: 1.1784, Train Steps/Sec: 1.50
[2025-05-12 06:11:57] (Generator) rec_loss: 0.0877, perceptual_loss: 0.3203, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9521, generator_adv_loss: -0.0479, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3435
[2025-05-12 06:11:57] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1025, logits_fake: 0.0957
[2025-05-12 06:11:57] (step=0088500) Train Loss: 1.1908, Train Steps/Sec: 1.50
[2025-05-12 06:13:03] (Generator) rec_loss: 0.1107, perceptual_loss: 0.4043, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9557, generator_adv_loss: -0.0398, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3731
[2025-05-12 06:13:03] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0430, logits_fake: 0.0796
[2025-05-12 06:13:04] (step=0088600) Train Loss: 1.1327, Train Steps/Sec: 1.51
[2025-05-12 06:14:09] (Generator) rec_loss: 0.0350, perceptual_loss: 0.2598, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9502, generator_adv_loss: 0.0198, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2964
[2025-05-12 06:14:10] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0311, logits_fake: -0.0396
[2025-05-12 06:14:10] (step=0088700) Train Loss: 1.2171, Train Steps/Sec: 1.51
[2025-05-12 06:15:16] (Generator) rec_loss: 0.0641, perceptual_loss: 0.3184, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9559, generator_adv_loss: -0.0192, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3575
[2025-05-12 06:15:16] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0079, logits_fake: 0.0383
[2025-05-12 06:15:16] (step=0088800) Train Loss: 1.1829, Train Steps/Sec: 1.50
[2025-05-12 06:16:22] (Generator) rec_loss: 0.0388, perceptual_loss: 0.2852, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9541, generator_adv_loss: -0.0898, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3151
[2025-05-12 06:16:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1846, logits_fake: 0.1797
[2025-05-12 06:16:23] (step=0088900) Train Loss: 1.1705, Train Steps/Sec: 1.50
[2025-05-12 06:17:29] (Generator) rec_loss: 0.0685, perceptual_loss: 0.3125, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: -0.0562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3159
[2025-05-12 06:17:29] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1187, logits_fake: 0.1123
[2025-05-12 06:17:29] (step=0089000) Train Loss: 1.1058, Train Steps/Sec: 1.50
[2025-05-12 06:18:35] (Generator) rec_loss: 0.0360, perceptual_loss: 0.2656, vq_loss: 0.0127, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9497, generator_adv_loss: 0.0479, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2693
[2025-05-12 06:18:36] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1250, logits_fake: -0.0957
[2025-05-12 06:18:36] (step=0089100) Train Loss: 1.1750, Train Steps/Sec: 1.50
[2025-05-12 06:19:42] (Generator) rec_loss: 0.0539, perceptual_loss: 0.2832, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9491, generator_adv_loss: 0.0154, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3405
[2025-05-12 06:19:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0398, logits_fake: -0.0309
[2025-05-12 06:19:42] (step=0089200) Train Loss: 1.1857, Train Steps/Sec: 1.50
[2025-05-12 06:20:48] (Generator) rec_loss: 0.0394, perceptual_loss: 0.3066, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9519, generator_adv_loss: 0.0530, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2763
[2025-05-12 06:20:49] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1270, logits_fake: -0.1060
[2025-05-12 06:20:49] (step=0089300) Train Loss: 1.2728, Train Steps/Sec: 1.51
[2025-05-12 06:21:55] (Generator) rec_loss: 0.0323, perceptual_loss: 0.2715, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9472, generator_adv_loss: 0.0005, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2974
[2025-05-12 06:21:55] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0145, logits_fake: -0.0011
[2025-05-12 06:21:55] (step=0089400) Train Loss: 1.1934, Train Steps/Sec: 1.51
[2025-05-12 06:23:01] (Generator) rec_loss: 0.0690, perceptual_loss: 0.3457, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9558, generator_adv_loss: -0.0255, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3170
[2025-05-12 06:23:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0498, logits_fake: 0.0510
[2025-05-12 06:23:02] (step=0089500) Train Loss: 1.1926, Train Steps/Sec: 1.50
[2025-05-12 06:24:08] (Generator) rec_loss: 0.0423, perceptual_loss: 0.3125, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9543, generator_adv_loss: 0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3217
[2025-05-12 06:24:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1738, logits_fake: -0.1719
[2025-05-12 06:24:08] (step=0089600) Train Loss: 1.1965, Train Steps/Sec: 1.50
[2025-05-12 06:25:14] (Generator) rec_loss: 0.0703, perceptual_loss: 0.2812, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9525, generator_adv_loss: 0.0212, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2449
[2025-05-12 06:25:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0383, logits_fake: -0.0425
[2025-05-12 06:25:15] (step=0089700) Train Loss: 1.2366, Train Steps/Sec: 1.50
[2025-05-12 06:26:21] (Generator) rec_loss: 0.0632, perceptual_loss: 0.3145, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9561, generator_adv_loss: 0.0143, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3603
[2025-05-12 06:26:21] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0776, logits_fake: -0.0287
[2025-05-12 06:26:21] (step=0089800) Train Loss: 1.2576, Train Steps/Sec: 1.50
[2025-05-12 06:27:27] (Generator) rec_loss: 0.0444, perceptual_loss: 0.2598, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9592, generator_adv_loss: -0.0371, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2843
[2025-05-12 06:27:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0610, logits_fake: 0.0742
[2025-05-12 06:27:28] (step=0089900) Train Loss: 1.1599, Train Steps/Sec: 1.50
[2025-05-12 06:28:34] (Generator) rec_loss: 0.0492, perceptual_loss: 0.3066, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9591, generator_adv_loss: 0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3245
[2025-05-12 06:28:34] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1406, logits_fake: -0.1592
[2025-05-12 06:28:34] (step=0090000) Train Loss: 1.1806, Train Steps/Sec: 1.50
[2025-05-12 06:28:38] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0090000.pt
[2025-05-12 06:29:44] (Generator) rec_loss: 0.0657, perceptual_loss: 0.3027, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9523, generator_adv_loss: -0.0596, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3327
[2025-05-12 06:29:45] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1289, logits_fake: 0.1191
[2025-05-12 06:29:45] (step=0090100) Train Loss: 1.1991, Train Steps/Sec: 1.43
[2025-05-12 06:30:51] (Generator) rec_loss: 0.0337, perceptual_loss: 0.3086, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9553, generator_adv_loss: -0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3353
[2025-05-12 06:30:51] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1689, logits_fake: 0.1562
[2025-05-12 06:30:51] (step=0090200) Train Loss: 1.1284, Train Steps/Sec: 1.51
[2025-05-12 06:31:57] (Generator) rec_loss: 0.0484, perceptual_loss: 0.3145, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9452, generator_adv_loss: -0.0229, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3069
[2025-05-12 06:31:57] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0645, logits_fake: 0.0459
[2025-05-12 06:31:57] (step=0090300) Train Loss: 1.1717, Train Steps/Sec: 1.50
[2025-05-12 06:33:03] (Generator) rec_loss: 0.0494, perceptual_loss: 0.2871, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9601, generator_adv_loss: -0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3084
[2025-05-12 06:33:04] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0737, logits_fake: 0.1118
[2025-05-12 06:33:04] (step=0090400) Train Loss: 1.1675, Train Steps/Sec: 1.51
[2025-05-12 06:34:10] (Generator) rec_loss: 0.1055, perceptual_loss: 0.3398, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9570, generator_adv_loss: -0.0156, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3620
[2025-05-12 06:34:10] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0388, logits_fake: 0.0312
[2025-05-12 06:34:10] (step=0090500) Train Loss: 1.1903, Train Steps/Sec: 1.50
[2025-05-12 06:35:16] (Generator) rec_loss: 0.0505, perceptual_loss: 0.2930, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9545, generator_adv_loss: 0.0869, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2983
[2025-05-12 06:35:17] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1553, logits_fake: -0.1738
[2025-05-12 06:35:17] (step=0090600) Train Loss: 1.2326, Train Steps/Sec: 1.50
[2025-05-12 06:36:23] (Generator) rec_loss: 0.0607, perceptual_loss: 0.2930, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9596, generator_adv_loss: 0.0505, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2667
[2025-05-12 06:36:23] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0801, logits_fake: -0.1011
[2025-05-12 06:36:23] (step=0090700) Train Loss: 1.2560, Train Steps/Sec: 1.50
[2025-05-12 06:37:29] (Generator) rec_loss: 0.0552, perceptual_loss: 0.3203, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9586, generator_adv_loss: -0.0474, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3169
[2025-05-12 06:37:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0864, logits_fake: 0.0947
[2025-05-12 06:37:30] (step=0090800) Train Loss: 1.2276, Train Steps/Sec: 1.50
[2025-05-12 06:38:36] (Generator) rec_loss: 0.0487, perceptual_loss: 0.2402, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9551, generator_adv_loss: -0.0154, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2333
[2025-05-12 06:38:36] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0620, logits_fake: 0.0309
[2025-05-12 06:38:36] (step=0090900) Train Loss: 1.2062, Train Steps/Sec: 1.50
[2025-05-12 06:39:42] (Generator) rec_loss: 0.0552, perceptual_loss: 0.3145, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9486, generator_adv_loss: -0.0081, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3268
[2025-05-12 06:39:43] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0325, logits_fake: 0.0161
[2025-05-12 06:39:43] (step=0091000) Train Loss: 1.2166, Train Steps/Sec: 1.51
[2025-05-12 06:40:49] (Generator) rec_loss: 0.0522, perceptual_loss: 0.3105, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9509, generator_adv_loss: -0.0269, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3202
[2025-05-12 06:40:49] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0417, logits_fake: 0.0537
[2025-05-12 06:40:49] (step=0091100) Train Loss: 1.1667, Train Steps/Sec: 1.50
[2025-05-12 06:41:55] (Generator) rec_loss: 0.0664, perceptual_loss: 0.3184, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9569, generator_adv_loss: 0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3409
[2025-05-12 06:41:56] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0762, logits_fake: -0.0864
[2025-05-12 06:41:56] (step=0091200) Train Loss: 1.2335, Train Steps/Sec: 1.50
[2025-05-12 06:43:02] (Generator) rec_loss: 0.0414, perceptual_loss: 0.3105, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9548, generator_adv_loss: 0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2678
[2025-05-12 06:43:02] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1816, logits_fake: -0.1602
[2025-05-12 06:43:02] (step=0091300) Train Loss: 1.2581, Train Steps/Sec: 1.50
[2025-05-12 06:44:08] (Generator) rec_loss: 0.0659, perceptual_loss: 0.3125, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9495, generator_adv_loss: 0.0111, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3007
[2025-05-12 06:44:09] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0386, logits_fake: -0.0222
[2025-05-12 06:44:09] (step=0091400) Train Loss: 1.1894, Train Steps/Sec: 1.50
[2025-05-12 06:45:15] (Generator) rec_loss: 0.0323, perceptual_loss: 0.2852, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9572, generator_adv_loss: 0.1221, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3055
[2025-05-12 06:45:15] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2559, logits_fake: -0.2441
[2025-05-12 06:45:15] (step=0091500) Train Loss: 1.2217, Train Steps/Sec: 1.51
[2025-05-12 06:46:21] (Generator) rec_loss: 0.0437, perceptual_loss: 0.2812, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9531, generator_adv_loss: 0.0027, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3219
[2025-05-12 06:46:22] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0405, logits_fake: -0.0053
[2025-05-12 06:46:22] (step=0091600) Train Loss: 1.2174, Train Steps/Sec: 1.50
[2025-05-12 06:47:28] (Generator) rec_loss: 0.0806, perceptual_loss: 0.3223, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9567, generator_adv_loss: -0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3311
[2025-05-12 06:47:28] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1211, logits_fake: 0.1118
[2025-05-12 06:47:28] (step=0091700) Train Loss: 1.1931, Train Steps/Sec: 1.50
[2025-05-12 06:48:34] (Generator) rec_loss: 0.0573, perceptual_loss: 0.3145, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9486, generator_adv_loss: 0.0249, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3151
[2025-05-12 06:48:35] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0339, logits_fake: -0.0498
[2025-05-12 06:48:35] (step=0091800) Train Loss: 1.1427, Train Steps/Sec: 1.51
[2025-05-12 06:49:41] (Generator) rec_loss: 0.0799, perceptual_loss: 0.3262, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9454, generator_adv_loss: -0.0149, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2974
[2025-05-12 06:49:41] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0435, logits_fake: 0.0298
[2025-05-12 06:49:41] (step=0091900) Train Loss: 1.2233, Train Steps/Sec: 1.50
[2025-05-12 06:50:47] (Generator) rec_loss: 0.0325, perceptual_loss: 0.2637, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9571, generator_adv_loss: -0.0033, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2723
[2025-05-12 06:50:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0013, logits_fake: 0.0067
[2025-05-12 06:50:47] (step=0092000) Train Loss: 1.1670, Train Steps/Sec: 1.51
[2025-05-12 06:51:53] (Generator) rec_loss: 0.0468, perceptual_loss: 0.3066, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9567, generator_adv_loss: 0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3054
[2025-05-12 06:51:54] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1113, logits_fake: -0.1377
[2025-05-12 06:51:54] (step=0092100) Train Loss: 1.1691, Train Steps/Sec: 1.50
[2025-05-12 06:53:00] (Generator) rec_loss: 0.0432, perceptual_loss: 0.2988, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9606, generator_adv_loss: -0.0520, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3303
[2025-05-12 06:53:00] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1309, logits_fake: 0.1040
[2025-05-12 06:53:00] (step=0092200) Train Loss: 1.2070, Train Steps/Sec: 1.50
[2025-05-12 06:54:06] (Generator) rec_loss: 0.0494, perceptual_loss: 0.2734, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9544, generator_adv_loss: 0.0083, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2927
[2025-05-12 06:54:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0172, logits_fake: -0.0166
[2025-05-12 06:54:07] (step=0092300) Train Loss: 1.1073, Train Steps/Sec: 1.50
[2025-05-12 06:55:13] (Generator) rec_loss: 0.0559, perceptual_loss: 0.3105, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9581, generator_adv_loss: -0.0513, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3089
[2025-05-12 06:55:13] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.1250, logits_fake: 0.1025
[2025-05-12 06:55:13] (step=0092400) Train Loss: 1.1452, Train Steps/Sec: 1.50
[2025-05-12 06:56:19] (Generator) rec_loss: 0.0470, perceptual_loss: 0.3164, vq_loss: 0.0126, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9451, generator_adv_loss: 0.1079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3470
[2025-05-12 06:56:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2207, logits_fake: -0.2158
[2025-05-12 06:56:20] (step=0092500) Train Loss: 1.2238, Train Steps/Sec: 1.51
[2025-05-12 06:57:26] (Generator) rec_loss: 0.0641, perceptual_loss: 0.3516, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9596, generator_adv_loss: -0.0177, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3376
[2025-05-12 06:57:26] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0028, logits_fake: 0.0354
[2025-05-12 06:57:26] (step=0092600) Train Loss: 1.1724, Train Steps/Sec: 1.50
[2025-05-12 06:58:32] (Generator) rec_loss: 0.0784, perceptual_loss: 0.2949, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9599, generator_adv_loss: -0.0464, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2581
[2025-05-12 06:58:33] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1030, logits_fake: 0.0928
[2025-05-12 06:58:33] (step=0092700) Train Loss: 1.1363, Train Steps/Sec: 1.50
[2025-05-12 06:59:39] (Generator) rec_loss: 0.0284, perceptual_loss: 0.2676, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9522, generator_adv_loss: 0.0032, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2861
[2025-05-12 06:59:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0155, logits_fake: -0.0063
[2025-05-12 06:59:39] (step=0092800) Train Loss: 1.1749, Train Steps/Sec: 1.50
[2025-05-12 07:00:45] (Generator) rec_loss: 0.0401, perceptual_loss: 0.3086, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9572, generator_adv_loss: -0.0420, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2895
[2025-05-12 07:00:46] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0522, logits_fake: 0.0840
[2025-05-12 07:00:46] (step=0092900) Train Loss: 1.1600, Train Steps/Sec: 1.50
[2025-05-12 07:01:52] (Generator) rec_loss: 0.0492, perceptual_loss: 0.2910, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9519, generator_adv_loss: 0.0211, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2928
[2025-05-12 07:01:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0437, logits_fake: -0.0422
[2025-05-12 07:01:52] (step=0093000) Train Loss: 1.1820, Train Steps/Sec: 1.50
[2025-05-12 07:02:58] (Generator) rec_loss: 0.0569, perceptual_loss: 0.3066, vq_loss: 0.0121, commit_loss: 0.0030, entropy_loss: 0.0000, codebook_usage: 0.9531, generator_adv_loss: -0.0032, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3041
[2025-05-12 07:02:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0118, logits_fake: 0.0064
[2025-05-12 07:02:59] (step=0093100) Train Loss: 1.2215, Train Steps/Sec: 1.50
[2025-05-12 07:04:05] (Generator) rec_loss: 0.0650, perceptual_loss: 0.3027, vq_loss: 0.0125, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9580, generator_adv_loss: 0.0065, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3277
[2025-05-12 07:04:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0168, logits_fake: -0.0130
[2025-05-12 07:04:05] (step=0093200) Train Loss: 1.1910, Train Steps/Sec: 1.50
[2025-05-12 07:05:11] (Generator) rec_loss: 0.0713, perceptual_loss: 0.3438, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9538, generator_adv_loss: -0.0112, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3161
[2025-05-12 07:05:12] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0527, logits_fake: 0.0223
[2025-05-12 07:05:12] (step=0093300) Train Loss: 1.1694, Train Steps/Sec: 1.50
[2025-05-12 07:06:18] (Generator) rec_loss: 0.0329, perceptual_loss: 0.2891, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9586, generator_adv_loss: 0.0698, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2653
[2025-05-12 07:06:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1514, logits_fake: -0.1396
[2025-05-12 07:06:18] (step=0093400) Train Loss: 1.2511, Train Steps/Sec: 1.51
[2025-05-12 07:06:21] Beginning epoch 4...
[2025-05-12 07:07:24] (Generator) rec_loss: 0.0371, perceptual_loss: 0.2754, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9612, generator_adv_loss: -0.0106, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3225
[2025-05-12 07:07:25] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0294, logits_fake: 0.0212
[2025-05-12 07:07:25] (step=0093500) Train Loss: 1.2273, Train Steps/Sec: 1.50
[2025-05-12 07:08:31] (Generator) rec_loss: 0.0550, perceptual_loss: 0.2891, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9617, generator_adv_loss: -0.0811, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2825
[2025-05-12 07:08:31] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1738, logits_fake: 0.1621
[2025-05-12 07:08:31] (step=0093600) Train Loss: 1.1302, Train Steps/Sec: 1.51
[2025-05-12 07:09:37] (Generator) rec_loss: 0.0483, perceptual_loss: 0.3047, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9595, generator_adv_loss: -0.0291, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3313
[2025-05-12 07:09:38] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0282, logits_fake: 0.0581
[2025-05-12 07:09:38] (step=0093700) Train Loss: 1.1264, Train Steps/Sec: 1.50
[2025-05-12 07:10:44] (Generator) rec_loss: 0.0344, perceptual_loss: 0.2520, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9561, generator_adv_loss: -0.0294, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3051
[2025-05-12 07:10:44] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0408, logits_fake: 0.0588
[2025-05-12 07:10:44] (step=0093800) Train Loss: 1.1571, Train Steps/Sec: 1.50
[2025-05-12 07:11:51] (Generator) rec_loss: 0.0586, perceptual_loss: 0.3105, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9516, generator_adv_loss: -0.0620, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2921
[2025-05-12 07:11:51] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1006, logits_fake: 0.1240
[2025-05-12 07:11:51] (step=0093900) Train Loss: 1.1926, Train Steps/Sec: 1.50
[2025-05-12 07:12:57] (Generator) rec_loss: 0.0694, perceptual_loss: 0.3066, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9519, generator_adv_loss: 0.0099, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3386
[2025-05-12 07:12:57] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0378, logits_fake: -0.0199
[2025-05-12 07:12:57] (step=0094000) Train Loss: 1.1680, Train Steps/Sec: 1.50
[2025-05-12 07:14:03] (Generator) rec_loss: 0.0561, perceptual_loss: 0.3027, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9478, generator_adv_loss: -0.0225, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2959
[2025-05-12 07:14:04] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0352, logits_fake: 0.0449
[2025-05-12 07:14:04] (step=0094100) Train Loss: 1.1665, Train Steps/Sec: 1.51
[2025-05-12 07:15:10] (Generator) rec_loss: 0.0974, perceptual_loss: 0.3203, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9609, generator_adv_loss: 0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3316
[2025-05-12 07:15:10] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0046, logits_fake: -0.0317
[2025-05-12 07:15:10] (step=0094200) Train Loss: 1.1972, Train Steps/Sec: 1.50
[2025-05-12 07:16:16] (Generator) rec_loss: 0.0583, perceptual_loss: 0.3242, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9608, generator_adv_loss: -0.0623, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2984
[2025-05-12 07:16:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1196, logits_fake: 0.1245
[2025-05-12 07:16:17] (step=0094300) Train Loss: 1.1628, Train Steps/Sec: 1.50
[2025-05-12 07:17:23] (Generator) rec_loss: 0.0947, perceptual_loss: 0.3164, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9594, generator_adv_loss: -0.0067, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3676
[2025-05-12 07:17:23] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0286, logits_fake: 0.0134
[2025-05-12 07:17:23] (step=0094400) Train Loss: 1.1890, Train Steps/Sec: 1.51
[2025-05-12 07:18:29] (Generator) rec_loss: 0.0652, perceptual_loss: 0.2969, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9572, generator_adv_loss: -0.0038, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2607
[2025-05-12 07:18:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0028, logits_fake: 0.0075
[2025-05-12 07:18:30] (step=0094500) Train Loss: 1.1375, Train Steps/Sec: 1.50
[2025-05-12 07:19:36] (Generator) rec_loss: 0.0483, perceptual_loss: 0.3301, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9573, generator_adv_loss: -0.0231, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3087
[2025-05-12 07:19:36] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0598, logits_fake: 0.0461
[2025-05-12 07:19:36] (step=0094600) Train Loss: 1.1818, Train Steps/Sec: 1.50
[2025-05-12 07:20:42] (Generator) rec_loss: 0.0525, perceptual_loss: 0.3164, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9552, generator_adv_loss: 0.0791, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3247
[2025-05-12 07:20:43] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1504, logits_fake: -0.1582
[2025-05-12 07:20:43] (step=0094700) Train Loss: 1.2091, Train Steps/Sec: 1.50
[2025-05-12 07:21:49] (Generator) rec_loss: 0.0514, perceptual_loss: 0.3301, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9612, generator_adv_loss: 0.0420, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3258
[2025-05-12 07:21:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0786, logits_fake: -0.0840
[2025-05-12 07:21:49] (step=0094800) Train Loss: 1.2140, Train Steps/Sec: 1.50
[2025-05-12 07:22:55] (Generator) rec_loss: 0.0851, perceptual_loss: 0.3047, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9600, generator_adv_loss: -0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3065
[2025-05-12 07:22:56] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1455, logits_fake: 0.1602
[2025-05-12 07:22:56] (step=0094900) Train Loss: 1.1793, Train Steps/Sec: 1.50
[2025-05-12 07:24:02] (Generator) rec_loss: 0.0536, perceptual_loss: 0.2871, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9612, generator_adv_loss: -0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2911
[2025-05-12 07:24:02] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0442, logits_fake: 0.0317
[2025-05-12 07:24:02] (step=0095000) Train Loss: 1.1748, Train Steps/Sec: 1.50
[2025-05-12 07:24:06] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0095000.pt
[2025-05-12 07:25:12] (Generator) rec_loss: 0.0327, perceptual_loss: 0.3086, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9494, generator_adv_loss: -0.0593, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2864
[2025-05-12 07:25:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1128, logits_fake: 0.1187
[2025-05-12 07:25:12] (step=0095100) Train Loss: 1.1646, Train Steps/Sec: 1.43
[2025-05-12 07:26:19] (Generator) rec_loss: 0.0517, perceptual_loss: 0.3066, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9607, generator_adv_loss: -0.0275, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2779
[2025-05-12 07:26:19] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0415, logits_fake: 0.0549
[2025-05-12 07:26:19] (step=0095200) Train Loss: 1.1646, Train Steps/Sec: 1.50
[2025-05-12 07:27:25] (Generator) rec_loss: 0.0648, perceptual_loss: 0.3066, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9588, generator_adv_loss: -0.0334, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3306
[2025-05-12 07:27:25] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.0165, logits_fake: 0.0669
[2025-05-12 07:27:25] (step=0095300) Train Loss: 1.1916, Train Steps/Sec: 1.50
[2025-05-12 07:28:32] (Generator) rec_loss: 0.0305, perceptual_loss: 0.2832, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9576, generator_adv_loss: 0.0204, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3115
[2025-05-12 07:28:32] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0256, logits_fake: -0.0408
[2025-05-12 07:28:32] (step=0095400) Train Loss: 1.1637, Train Steps/Sec: 1.50
[2025-05-12 07:29:38] (Generator) rec_loss: 0.0359, perceptual_loss: 0.2715, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9579, generator_adv_loss: 0.0096, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2970
[2025-05-12 07:29:38] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0030, logits_fake: -0.0193
[2025-05-12 07:29:38] (step=0095500) Train Loss: 1.1865, Train Steps/Sec: 1.50
[2025-05-12 07:30:44] (Generator) rec_loss: 0.0691, perceptual_loss: 0.3184, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9505, generator_adv_loss: -0.0530, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3224
[2025-05-12 07:30:45] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0918, logits_fake: 0.1060
[2025-05-12 07:30:45] (step=0095600) Train Loss: 1.1768, Train Steps/Sec: 1.51
[2025-05-12 07:31:51] (Generator) rec_loss: 0.0365, perceptual_loss: 0.2354, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9491, generator_adv_loss: -0.0532, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2672
[2025-05-12 07:31:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1055, logits_fake: 0.1064
[2025-05-12 07:31:51] (step=0095700) Train Loss: 1.1595, Train Steps/Sec: 1.50
[2025-05-12 07:32:57] (Generator) rec_loss: 0.0451, perceptual_loss: 0.3008, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9584, generator_adv_loss: -0.0547, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3439
[2025-05-12 07:32:58] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1187, logits_fake: 0.1094
[2025-05-12 07:32:58] (step=0095800) Train Loss: 1.1821, Train Steps/Sec: 1.50
[2025-05-12 07:34:04] (Generator) rec_loss: 0.0519, perceptual_loss: 0.2930, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9562, generator_adv_loss: -0.0427, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3007
[2025-05-12 07:34:04] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0457, logits_fake: 0.0854
[2025-05-12 07:34:04] (step=0095900) Train Loss: 1.1091, Train Steps/Sec: 1.51
[2025-05-12 07:35:10] (Generator) rec_loss: 0.0400, perceptual_loss: 0.3086, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9592, generator_adv_loss: -0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3629
[2025-05-12 07:35:11] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1367, logits_fake: 0.1592
[2025-05-12 07:35:11] (step=0096000) Train Loss: 1.1245, Train Steps/Sec: 1.51
[2025-05-12 07:36:17] (Generator) rec_loss: 0.0453, perceptual_loss: 0.3066, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9589, generator_adv_loss: 0.0146, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3292
[2025-05-12 07:36:17] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0079, logits_fake: -0.0292
[2025-05-12 07:36:17] (step=0096100) Train Loss: 1.1329, Train Steps/Sec: 1.51
[2025-05-12 07:37:23] (Generator) rec_loss: 0.0946, perceptual_loss: 0.3320, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9544, generator_adv_loss: -0.1357, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3236
[2025-05-12 07:37:24] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.2793, logits_fake: 0.2715
[2025-05-12 07:37:24] (step=0096200) Train Loss: 1.1419, Train Steps/Sec: 1.50
[2025-05-12 07:38:30] (Generator) rec_loss: 0.0607, perceptual_loss: 0.3184, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9565, generator_adv_loss: -0.0004, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3128
[2025-05-12 07:38:30] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0339, logits_fake: 0.0008
[2025-05-12 07:38:30] (step=0096300) Train Loss: 1.1823, Train Steps/Sec: 1.50
[2025-05-12 07:39:36] (Generator) rec_loss: 0.0691, perceptual_loss: 0.3066, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9526, generator_adv_loss: -0.0067, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2576
[2025-05-12 07:39:37] (Discriminator) discriminator_adv_loss: 0.4863, disc_weight: 0.5000, logits_real: 0.0708, logits_fake: 0.0133
[2025-05-12 07:39:37] (step=0096400) Train Loss: 1.2025, Train Steps/Sec: 1.50
[2025-05-12 07:40:43] (Generator) rec_loss: 0.0596, perceptual_loss: 0.3398, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9523, generator_adv_loss: 0.0254, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3204
[2025-05-12 07:40:43] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0267, logits_fake: -0.0508
[2025-05-12 07:40:43] (step=0096500) Train Loss: 1.2017, Train Steps/Sec: 1.50
[2025-05-12 07:41:49] (Generator) rec_loss: 0.0430, perceptual_loss: 0.3086, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9575, generator_adv_loss: 0.0576, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2799
[2025-05-12 07:41:50] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1069, logits_fake: -0.1152
[2025-05-12 07:41:50] (step=0096600) Train Loss: 1.2004, Train Steps/Sec: 1.50
[2025-05-12 07:42:56] (Generator) rec_loss: 0.0449, perceptual_loss: 0.2852, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9567, generator_adv_loss: -0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3296
[2025-05-12 07:42:56] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1338, logits_fake: 0.1543
[2025-05-12 07:42:56] (step=0096700) Train Loss: 1.1711, Train Steps/Sec: 1.51
[2025-05-12 07:44:02] (Generator) rec_loss: 0.0886, perceptual_loss: 0.2852, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9589, generator_adv_loss: 0.0138, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2886
[2025-05-12 07:44:02] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0079, logits_fake: -0.0276
[2025-05-12 07:44:02] (step=0096800) Train Loss: 1.1277, Train Steps/Sec: 1.50
[2025-05-12 07:45:08] (Generator) rec_loss: 0.0376, perceptual_loss: 0.2910, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9540, generator_adv_loss: -0.0518, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3364
[2025-05-12 07:45:09] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0879, logits_fake: 0.1035
[2025-05-12 07:45:09] (step=0096900) Train Loss: 1.1847, Train Steps/Sec: 1.50
[2025-05-12 07:46:15] (Generator) rec_loss: 0.0583, perceptual_loss: 0.3203, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9609, generator_adv_loss: -0.0057, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3281
[2025-05-12 07:46:15] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0076, logits_fake: 0.0114
[2025-05-12 07:46:15] (step=0097000) Train Loss: 1.1260, Train Steps/Sec: 1.50
[2025-05-12 07:47:22] (Generator) rec_loss: 0.0709, perceptual_loss: 0.3027, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: -0.0270, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2848
[2025-05-12 07:47:22] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0610, logits_fake: 0.0540
[2025-05-12 07:47:22] (step=0097100) Train Loss: 1.2236, Train Steps/Sec: 1.50
[2025-05-12 07:48:28] (Generator) rec_loss: 0.0451, perceptual_loss: 0.3008, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: -0.0128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3125
[2025-05-12 07:48:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0168, logits_fake: 0.0255
[2025-05-12 07:48:28] (step=0097200) Train Loss: 1.2028, Train Steps/Sec: 1.51
[2025-05-12 07:49:34] (Generator) rec_loss: 0.0361, perceptual_loss: 0.3105, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9571, generator_adv_loss: 0.0825, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3471
[2025-05-12 07:49:35] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1963, logits_fake: -0.1650
[2025-05-12 07:49:35] (step=0097300) Train Loss: 1.1881, Train Steps/Sec: 1.50
[2025-05-12 07:50:41] (Generator) rec_loss: 0.0597, perceptual_loss: 0.3047, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9575, generator_adv_loss: 0.0098, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3099
[2025-05-12 07:50:41] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0552, logits_fake: -0.0197
[2025-05-12 07:50:41] (step=0097400) Train Loss: 1.2332, Train Steps/Sec: 1.50
[2025-05-12 07:51:47] (Generator) rec_loss: 0.0432, perceptual_loss: 0.2734, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9574, generator_adv_loss: 0.0021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3207
[2025-05-12 07:51:48] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0258, logits_fake: -0.0042
[2025-05-12 07:51:48] (step=0097500) Train Loss: 1.1665, Train Steps/Sec: 1.51
[2025-05-12 07:52:54] (Generator) rec_loss: 0.0812, perceptual_loss: 0.3281, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9585, generator_adv_loss: -0.0344, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3343
[2025-05-12 07:52:54] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0898, logits_fake: 0.0688
[2025-05-12 07:52:54] (step=0097600) Train Loss: 1.1810, Train Steps/Sec: 1.50
[2025-05-12 07:54:00] (Generator) rec_loss: 0.1089, perceptual_loss: 0.3418, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: 0.0143, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2984
[2025-05-12 07:54:01] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0150, logits_fake: -0.0286
[2025-05-12 07:54:01] (step=0097700) Train Loss: 1.1756, Train Steps/Sec: 1.50
[2025-05-12 07:55:07] (Generator) rec_loss: 0.0577, perceptual_loss: 0.2891, vq_loss: 0.0119, commit_loss: 0.0030, entropy_loss: 0.0000, codebook_usage: 0.9572, generator_adv_loss: 0.0232, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3094
[2025-05-12 07:55:07] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0588, logits_fake: -0.0464
[2025-05-12 07:55:07] (step=0097800) Train Loss: 1.1883, Train Steps/Sec: 1.50
[2025-05-12 07:56:14] (Generator) rec_loss: 0.0711, perceptual_loss: 0.3145, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9632, generator_adv_loss: -0.0168, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3081
[2025-05-12 07:56:14] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0454, logits_fake: 0.0337
[2025-05-12 07:56:14] (step=0097900) Train Loss: 1.1884, Train Steps/Sec: 1.50
[2025-05-12 07:57:20] (Generator) rec_loss: 0.0465, perceptual_loss: 0.3184, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9546, generator_adv_loss: 0.0052, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3195
[2025-05-12 07:57:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0098, logits_fake: -0.0104
[2025-05-12 07:57:20] (step=0098000) Train Loss: 1.2225, Train Steps/Sec: 1.50
[2025-05-12 07:58:27] (Generator) rec_loss: 0.0367, perceptual_loss: 0.2539, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9577, generator_adv_loss: 0.0219, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3014
[2025-05-12 07:58:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0364, logits_fake: -0.0437
[2025-05-12 07:58:27] (step=0098100) Train Loss: 1.2040, Train Steps/Sec: 1.50
[2025-05-12 07:59:33] (Generator) rec_loss: 0.0786, perceptual_loss: 0.3301, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9557, generator_adv_loss: 0.0591, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3148
[2025-05-12 07:59:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1152, logits_fake: -0.1182
[2025-05-12 07:59:34] (step=0098200) Train Loss: 1.2151, Train Steps/Sec: 1.50
[2025-05-12 08:00:40] (Generator) rec_loss: 0.0553, perceptual_loss: 0.3027, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9571, generator_adv_loss: 0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3049
[2025-05-12 08:00:40] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1611, logits_fake: -0.1426
[2025-05-12 08:00:40] (step=0098300) Train Loss: 1.2487, Train Steps/Sec: 1.50
[2025-05-12 08:01:46] (Generator) rec_loss: 0.0387, perceptual_loss: 0.2832, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9605, generator_adv_loss: 0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3481
[2025-05-12 08:01:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2773, logits_fake: -0.2656
[2025-05-12 08:01:47] (step=0098400) Train Loss: 1.2488, Train Steps/Sec: 1.50
[2025-05-12 08:02:53] (Generator) rec_loss: 0.0476, perceptual_loss: 0.2949, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9620, generator_adv_loss: 0.0206, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3053
[2025-05-12 08:02:53] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: -0.0029, logits_fake: -0.0413
[2025-05-12 08:02:53] (step=0098500) Train Loss: 1.2455, Train Steps/Sec: 1.50
[2025-05-12 08:03:59] (Generator) rec_loss: 0.0684, perceptual_loss: 0.2930, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9579, generator_adv_loss: -0.0679, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3055
[2025-05-12 08:04:00] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1416, logits_fake: 0.1357
[2025-05-12 08:04:00] (step=0098600) Train Loss: 1.1367, Train Steps/Sec: 1.50
[2025-05-12 08:05:06] (Generator) rec_loss: 0.0453, perceptual_loss: 0.2598, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9601, generator_adv_loss: 0.0366, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2369
[2025-05-12 08:05:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0752, logits_fake: -0.0732
[2025-05-12 08:05:06] (step=0098700) Train Loss: 1.1691, Train Steps/Sec: 1.50
[2025-05-12 08:06:12] (Generator) rec_loss: 0.0384, perceptual_loss: 0.3086, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9640, generator_adv_loss: 0.0047, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3124
[2025-05-12 08:06:13] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0049, logits_fake: -0.0093
[2025-05-12 08:06:13] (step=0098800) Train Loss: 1.2217, Train Steps/Sec: 1.50
[2025-05-12 08:07:19] (Generator) rec_loss: 0.0647, perceptual_loss: 0.3027, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9575, generator_adv_loss: -0.0181, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2789
[2025-05-12 08:07:19] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0703, logits_fake: 0.0361
[2025-05-12 08:07:19] (step=0098900) Train Loss: 1.1708, Train Steps/Sec: 1.51
[2025-05-12 08:08:25] (Generator) rec_loss: 0.0449, perceptual_loss: 0.3184, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9576, generator_adv_loss: 0.0023, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3433
[2025-05-12 08:08:25] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0036, logits_fake: -0.0046
[2025-05-12 08:08:25] (step=0099000) Train Loss: 1.1807, Train Steps/Sec: 1.50
[2025-05-12 08:09:32] (Generator) rec_loss: 0.0536, perceptual_loss: 0.2832, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: 0.0889, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2973
[2025-05-12 08:09:32] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1406, logits_fake: -0.1777
[2025-05-12 08:09:32] (step=0099100) Train Loss: 1.2117, Train Steps/Sec: 1.50
[2025-05-12 08:10:38] (Generator) rec_loss: 0.0460, perceptual_loss: 0.2930, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9590, generator_adv_loss: 0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3061
[2025-05-12 08:10:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1514, logits_fake: -0.1426
[2025-05-12 08:10:39] (step=0099200) Train Loss: 1.2522, Train Steps/Sec: 1.50
[2025-05-12 08:11:45] (Generator) rec_loss: 0.0387, perceptual_loss: 0.2832, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9597, generator_adv_loss: 0.0835, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2777
[2025-05-12 08:11:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1611, logits_fake: -0.1670
[2025-05-12 08:11:45] (step=0099300) Train Loss: 1.2000, Train Steps/Sec: 1.50
[2025-05-12 08:12:51] (Generator) rec_loss: 0.0656, perceptual_loss: 0.2930, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9605, generator_adv_loss: 0.0152, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3031
[2025-05-12 08:12:52] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0168, logits_fake: -0.0304
[2025-05-12 08:12:52] (step=0099400) Train Loss: 1.2322, Train Steps/Sec: 1.50
[2025-05-12 08:13:58] (Generator) rec_loss: 0.0399, perceptual_loss: 0.2734, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9600, generator_adv_loss: 0.0579, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2796
[2025-05-12 08:13:58] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1406, logits_fake: -0.1157
[2025-05-12 08:13:58] (step=0099500) Train Loss: 1.2204, Train Steps/Sec: 1.50
[2025-05-12 08:15:04] (Generator) rec_loss: 0.0794, perceptual_loss: 0.2773, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9629, generator_adv_loss: 0.0327, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2617
[2025-05-12 08:15:05] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0427, logits_fake: -0.0654
[2025-05-12 08:15:05] (step=0099600) Train Loss: 1.2580, Train Steps/Sec: 1.50
[2025-05-12 08:16:11] (Generator) rec_loss: 0.0237, perceptual_loss: 0.2617, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9569, generator_adv_loss: 0.1064, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2935
[2025-05-12 08:16:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2158, logits_fake: -0.2129
[2025-05-12 08:16:11] (step=0099700) Train Loss: 1.2611, Train Steps/Sec: 1.50
[2025-05-12 08:17:17] (Generator) rec_loss: 0.0372, perceptual_loss: 0.2734, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9576, generator_adv_loss: 0.0630, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2581
[2025-05-12 08:17:18] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1494, logits_fake: -0.1260
[2025-05-12 08:17:18] (step=0099800) Train Loss: 1.2484, Train Steps/Sec: 1.50
[2025-05-12 08:18:24] (Generator) rec_loss: 0.1189, perceptual_loss: 0.4199, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9608, generator_adv_loss: -0.0153, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3741
[2025-05-12 08:18:24] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0518, logits_fake: 0.0305
[2025-05-12 08:18:24] (step=0099900) Train Loss: 1.1782, Train Steps/Sec: 1.50
[2025-05-12 08:19:30] (Generator) rec_loss: 0.0540, perceptual_loss: 0.3008, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9644, generator_adv_loss: 0.0289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3028
[2025-05-12 08:19:31] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0371, logits_fake: -0.0579
[2025-05-12 08:19:31] (step=0100000) Train Loss: 1.1898, Train Steps/Sec: 1.50
[2025-05-12 08:19:34] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0100000.pt
[2025-05-12 08:20:41] (Generator) rec_loss: 0.0362, perceptual_loss: 0.2988, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9580, generator_adv_loss: -0.0544, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3015
[2025-05-12 08:20:41] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1162, logits_fake: 0.1089
[2025-05-12 08:20:41] (step=0100100) Train Loss: 1.1223, Train Steps/Sec: 1.42
[2025-05-12 08:21:47] (Generator) rec_loss: 0.0392, perceptual_loss: 0.2598, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9570, generator_adv_loss: 0.0393, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3261
[2025-05-12 08:21:47] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1211, logits_fake: -0.0786
[2025-05-12 08:21:48] (step=0100200) Train Loss: 1.1878, Train Steps/Sec: 1.50
[2025-05-12 08:22:54] (Generator) rec_loss: 0.0457, perceptual_loss: 0.2949, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9604, generator_adv_loss: 0.0162, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3502
[2025-05-12 08:22:54] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0554, logits_fake: -0.0325
[2025-05-12 08:22:54] (step=0100300) Train Loss: 1.2293, Train Steps/Sec: 1.50
[2025-05-12 08:24:00] (Generator) rec_loss: 0.0400, perceptual_loss: 0.2656, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: -0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3150
[2025-05-12 08:24:00] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0376, logits_fake: 0.0317
[2025-05-12 08:24:00] (step=0100400) Train Loss: 1.2335, Train Steps/Sec: 1.50
[2025-05-12 08:25:06] (Generator) rec_loss: 0.0496, perceptual_loss: 0.2832, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9583, generator_adv_loss: 0.0913, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3120
[2025-05-12 08:25:07] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1963, logits_fake: -0.1826
[2025-05-12 08:25:07] (step=0100500) Train Loss: 1.2298, Train Steps/Sec: 1.50
[2025-05-12 08:26:13] (Generator) rec_loss: 0.0424, perceptual_loss: 0.3027, vq_loss: 0.0122, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9564, generator_adv_loss: 0.0840, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3457
[2025-05-12 08:26:13] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1377, logits_fake: -0.1680
[2025-05-12 08:26:13] (step=0100600) Train Loss: 1.2215, Train Steps/Sec: 1.50
[2025-05-12 08:27:19] (Generator) rec_loss: 0.0567, perceptual_loss: 0.3203, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: -0.0105, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3516
[2025-05-12 08:27:20] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0002, logits_fake: 0.0210
[2025-05-12 08:27:20] (step=0100700) Train Loss: 1.1926, Train Steps/Sec: 1.50
[2025-05-12 08:28:26] (Generator) rec_loss: 0.0510, perceptual_loss: 0.3125, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9558, generator_adv_loss: -0.0089, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2767
[2025-05-12 08:28:26] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.0645, logits_fake: 0.0178
[2025-05-12 08:28:26] (step=0100800) Train Loss: 1.1837, Train Steps/Sec: 1.50
[2025-05-12 08:29:32] (Generator) rec_loss: 0.0561, perceptual_loss: 0.3027, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9584, generator_adv_loss: 0.1196, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2534
[2025-05-12 08:29:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2441, logits_fake: -0.2393
[2025-05-12 08:29:33] (step=0100900) Train Loss: 1.1782, Train Steps/Sec: 1.50
[2025-05-12 08:30:39] (Generator) rec_loss: 0.0544, perceptual_loss: 0.2910, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9583, generator_adv_loss: 0.0933, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3069
[2025-05-12 08:30:39] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2295, logits_fake: -0.1865
[2025-05-12 08:30:39] (step=0101000) Train Loss: 1.2439, Train Steps/Sec: 1.50
[2025-05-12 08:31:45] (Generator) rec_loss: 0.0661, perceptual_loss: 0.3398, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9528, generator_adv_loss: 0.0347, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2948
[2025-05-12 08:31:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0815, logits_fake: -0.0693
[2025-05-12 08:31:46] (step=0101100) Train Loss: 1.2176, Train Steps/Sec: 1.51
[2025-05-12 08:32:52] (Generator) rec_loss: 0.0449, perceptual_loss: 0.3047, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9612, generator_adv_loss: -0.0459, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3372
[2025-05-12 08:32:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0952, logits_fake: 0.0918
[2025-05-12 08:32:52] (step=0101200) Train Loss: 1.1764, Train Steps/Sec: 1.51
[2025-05-12 08:33:58] (Generator) rec_loss: 0.0469, perceptual_loss: 0.2773, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9639, generator_adv_loss: 0.0535, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3157
[2025-05-12 08:33:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1079, logits_fake: -0.1069
[2025-05-12 08:33:59] (step=0101300) Train Loss: 1.1843, Train Steps/Sec: 1.51
[2025-05-12 08:35:05] (Generator) rec_loss: 0.0537, perceptual_loss: 0.2949, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9644, generator_adv_loss: 0.0042, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3009
[2025-05-12 08:35:05] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0403, logits_fake: -0.0083
[2025-05-12 08:35:05] (step=0101400) Train Loss: 1.2103, Train Steps/Sec: 1.51
[2025-05-12 08:36:11] (Generator) rec_loss: 0.0461, perceptual_loss: 0.3047, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9586, generator_adv_loss: 0.0500, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2710
[2025-05-12 08:36:11] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1289, logits_fake: -0.1001
[2025-05-12 08:36:11] (step=0101500) Train Loss: 1.2336, Train Steps/Sec: 1.51
[2025-05-12 08:37:17] (Generator) rec_loss: 0.0412, perceptual_loss: 0.2559, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9618, generator_adv_loss: 0.0540, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2784
[2025-05-12 08:37:18] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1279, logits_fake: -0.1079
[2025-05-12 08:37:18] (step=0101600) Train Loss: 1.2345, Train Steps/Sec: 1.51
[2025-05-12 08:38:24] (Generator) rec_loss: 0.0544, perceptual_loss: 0.3066, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9594, generator_adv_loss: 0.0297, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3605
[2025-05-12 08:38:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0625, logits_fake: -0.0593
[2025-05-12 08:38:24] (step=0101700) Train Loss: 1.1758, Train Steps/Sec: 1.50
[2025-05-12 08:39:30] (Generator) rec_loss: 0.0488, perceptual_loss: 0.2812, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9549, generator_adv_loss: 0.0479, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2964
[2025-05-12 08:39:31] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1172, logits_fake: -0.0957
[2025-05-12 08:39:31] (step=0101800) Train Loss: 1.2173, Train Steps/Sec: 1.51
[2025-05-12 08:40:36] (Generator) rec_loss: 0.0681, perceptual_loss: 0.3066, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9571, generator_adv_loss: 0.0112, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2999
[2025-05-12 08:40:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0266, logits_fake: -0.0225
[2025-05-12 08:40:37] (step=0101900) Train Loss: 1.2123, Train Steps/Sec: 1.51
[2025-05-12 08:41:43] (Generator) rec_loss: 0.0843, perceptual_loss: 0.3223, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9545, generator_adv_loss: -0.0242, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2896
[2025-05-12 08:41:43] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0581, logits_fake: 0.0483
[2025-05-12 08:41:43] (step=0102000) Train Loss: 1.1731, Train Steps/Sec: 1.51
[2025-05-12 08:42:49] (Generator) rec_loss: 0.0426, perceptual_loss: 0.3008, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9574, generator_adv_loss: 0.0156, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3101
[2025-05-12 08:42:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0388, logits_fake: -0.0312
[2025-05-12 08:42:50] (step=0102100) Train Loss: 1.1739, Train Steps/Sec: 1.50
[2025-05-12 08:43:56] (Generator) rec_loss: 0.0945, perceptual_loss: 0.2969, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9558, generator_adv_loss: -0.0021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2728
[2025-05-12 08:43:56] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0278, logits_fake: 0.0042
[2025-05-12 08:43:56] (step=0102200) Train Loss: 1.1513, Train Steps/Sec: 1.50
[2025-05-12 08:45:02] (Generator) rec_loss: 0.0359, perceptual_loss: 0.2520, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9546, generator_adv_loss: -0.0359, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2716
[2025-05-12 08:45:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0664, logits_fake: 0.0718
[2025-05-12 08:45:03] (step=0102300) Train Loss: 1.1750, Train Steps/Sec: 1.50
[2025-05-12 08:46:09] (Generator) rec_loss: 0.0455, perceptual_loss: 0.2988, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: -0.0062, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3171
[2025-05-12 08:46:09] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0256, logits_fake: 0.0123
[2025-05-12 08:46:09] (step=0102400) Train Loss: 1.1437, Train Steps/Sec: 1.50
[2025-05-12 08:47:15] (Generator) rec_loss: 0.0604, perceptual_loss: 0.3828, vq_loss: 0.0122, commit_loss: 0.0030, entropy_loss: 0.0000, codebook_usage: 0.9583, generator_adv_loss: 0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3819
[2025-05-12 08:47:16] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1611, logits_fake: -0.1836
[2025-05-12 08:47:16] (step=0102500) Train Loss: 1.2151, Train Steps/Sec: 1.50
[2025-05-12 08:48:22] (Generator) rec_loss: 0.0531, perceptual_loss: 0.3203, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9611, generator_adv_loss: 0.0996, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3209
[2025-05-12 08:48:22] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.2637, logits_fake: -0.1992
[2025-05-12 08:48:22] (step=0102600) Train Loss: 1.2468, Train Steps/Sec: 1.51
[2025-05-12 08:49:28] (Generator) rec_loss: 0.0783, perceptual_loss: 0.3320, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9627, generator_adv_loss: -0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3194
[2025-05-12 08:49:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1455, logits_fake: 0.1367
[2025-05-12 08:49:29] (step=0102700) Train Loss: 1.2213, Train Steps/Sec: 1.50
[2025-05-12 08:50:35] (Generator) rec_loss: 0.0552, perceptual_loss: 0.3125, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9616, generator_adv_loss: 0.0084, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2823
[2025-05-12 08:50:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0269, logits_fake: -0.0167
[2025-05-12 08:50:35] (step=0102800) Train Loss: 1.1576, Train Steps/Sec: 1.50
[2025-05-12 08:51:41] (Generator) rec_loss: 0.0530, perceptual_loss: 0.3145, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9590, generator_adv_loss: -0.0530, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3269
[2025-05-12 08:51:42] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1245, logits_fake: 0.1060
[2025-05-12 08:51:42] (step=0102900) Train Loss: 1.1668, Train Steps/Sec: 1.50
[2025-05-12 08:52:48] (Generator) rec_loss: 0.0402, perceptual_loss: 0.2773, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9590, generator_adv_loss: -0.0253, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2993
[2025-05-12 08:52:48] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0342, logits_fake: 0.0505
[2025-05-12 08:52:48] (step=0103000) Train Loss: 1.1129, Train Steps/Sec: 1.51
[2025-05-12 08:53:54] (Generator) rec_loss: 0.0842, perceptual_loss: 0.3105, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9559, generator_adv_loss: -0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3513
[2025-05-12 08:53:55] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.0928, logits_fake: 0.1426
[2025-05-12 08:53:55] (step=0103100) Train Loss: 1.1258, Train Steps/Sec: 1.51
[2025-05-12 08:55:01] (Generator) rec_loss: 0.0538, perceptual_loss: 0.2891, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9548, generator_adv_loss: -0.0645, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3477
[2025-05-12 08:55:01] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0928, logits_fake: 0.1289
[2025-05-12 08:55:01] (step=0103200) Train Loss: 1.1286, Train Steps/Sec: 1.50
[2025-05-12 08:56:07] (Generator) rec_loss: 0.0522, perceptual_loss: 0.2734, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: 0.0005, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2898
[2025-05-12 08:56:08] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0308, logits_fake: -0.0011
[2025-05-12 08:56:08] (step=0103300) Train Loss: 1.1858, Train Steps/Sec: 1.50
[2025-05-12 08:57:14] (Generator) rec_loss: 0.0538, perceptual_loss: 0.2930, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9643, generator_adv_loss: -0.0103, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3374
[2025-05-12 08:57:14] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0432, logits_fake: 0.0206
[2025-05-12 08:57:14] (step=0103400) Train Loss: 1.1842, Train Steps/Sec: 1.50
[2025-05-12 08:58:20] (Generator) rec_loss: 0.0926, perceptual_loss: 0.3203, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9620, generator_adv_loss: -0.0032, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3075
[2025-05-12 08:58:21] (Discriminator) discriminator_adv_loss: 0.4863, disc_weight: 0.5000, logits_real: 0.0613, logits_fake: 0.0063
[2025-05-12 08:58:21] (step=0103500) Train Loss: 1.2073, Train Steps/Sec: 1.50
[2025-05-12 08:59:27] (Generator) rec_loss: 0.0531, perceptual_loss: 0.2969, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9610, generator_adv_loss: 0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3293
[2025-05-12 08:59:27] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1807, logits_fake: -0.1562
[2025-05-12 08:59:27] (step=0103600) Train Loss: 1.1986, Train Steps/Sec: 1.51
[2025-05-12 09:00:33] (Generator) rec_loss: 0.0455, perceptual_loss: 0.2793, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9560, generator_adv_loss: -0.0090, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3085
[2025-05-12 09:00:34] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0090, logits_fake: 0.0179
[2025-05-12 09:00:34] (step=0103700) Train Loss: 1.2165, Train Steps/Sec: 1.51
[2025-05-12 09:01:40] (Generator) rec_loss: 0.0769, perceptual_loss: 0.3164, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9541, generator_adv_loss: -0.0437, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3283
[2025-05-12 09:01:40] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0659, logits_fake: 0.0874
[2025-05-12 09:01:40] (step=0103800) Train Loss: 1.2101, Train Steps/Sec: 1.50
[2025-05-12 09:02:46] (Generator) rec_loss: 0.0531, perceptual_loss: 0.2891, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9535, generator_adv_loss: 0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2985
[2025-05-12 09:02:46] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0718, logits_fake: -0.0776
[2025-05-12 09:02:46] (step=0103900) Train Loss: 1.2054, Train Steps/Sec: 1.50
[2025-05-12 09:03:52] (Generator) rec_loss: 0.0506, perceptual_loss: 0.3262, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9584, generator_adv_loss: 0.0188, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3308
[2025-05-12 09:03:53] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0571, logits_fake: -0.0376
[2025-05-12 09:03:53] (step=0104000) Train Loss: 1.2368, Train Steps/Sec: 1.51
[2025-05-12 09:04:59] (Generator) rec_loss: 0.0426, perceptual_loss: 0.3184, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9585, generator_adv_loss: 0.0098, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3405
[2025-05-12 09:04:59] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0002, logits_fake: -0.0195
[2025-05-12 09:04:59] (step=0104100) Train Loss: 1.1776, Train Steps/Sec: 1.50
[2025-05-12 09:06:06] (Generator) rec_loss: 0.0844, perceptual_loss: 0.3457, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9584, generator_adv_loss: -0.1006, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3222
[2025-05-12 09:06:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1934, logits_fake: 0.2012
[2025-05-12 09:06:06] (step=0104200) Train Loss: 1.1833, Train Steps/Sec: 1.50
[2025-05-12 09:07:12] (Generator) rec_loss: 0.0527, perceptual_loss: 0.3086, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9580, generator_adv_loss: 0.0123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3393
[2025-05-12 09:07:12] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0148, logits_fake: -0.0245
[2025-05-12 09:07:12] (step=0104300) Train Loss: 1.1794, Train Steps/Sec: 1.50
[2025-05-12 09:08:19] (Generator) rec_loss: 0.0519, perceptual_loss: 0.3281, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: 0.0273, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3239
[2025-05-12 09:08:19] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0767, logits_fake: -0.0547
[2025-05-12 09:08:19] (step=0104400) Train Loss: 1.1850, Train Steps/Sec: 1.50
[2025-05-12 09:09:25] (Generator) rec_loss: 0.0712, perceptual_loss: 0.3223, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9574, generator_adv_loss: 0.0106, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3236
[2025-05-12 09:09:25] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0039, logits_fake: -0.0211
[2025-05-12 09:09:25] (step=0104500) Train Loss: 1.1568, Train Steps/Sec: 1.50
[2025-05-12 09:10:31] (Generator) rec_loss: 0.0393, perceptual_loss: 0.3086, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9592, generator_adv_loss: -0.0508, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2602
[2025-05-12 09:10:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1025, logits_fake: 0.1016
[2025-05-12 09:10:32] (step=0104600) Train Loss: 1.1936, Train Steps/Sec: 1.50
[2025-05-12 09:11:38] (Generator) rec_loss: 0.0532, perceptual_loss: 0.3145, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9613, generator_adv_loss: -0.0254, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3444
[2025-05-12 09:11:38] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0245, logits_fake: 0.0508
[2025-05-12 09:11:38] (step=0104700) Train Loss: 1.2152, Train Steps/Sec: 1.50
[2025-05-12 09:12:44] (Generator) rec_loss: 0.0375, perceptual_loss: 0.2871, vq_loss: 0.0130, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9549, generator_adv_loss: 0.0630, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2868
[2025-05-12 09:12:45] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1387, logits_fake: -0.1260
[2025-05-12 09:12:45] (step=0104800) Train Loss: 1.1940, Train Steps/Sec: 1.51
[2025-05-12 09:13:51] (Generator) rec_loss: 0.0490, perceptual_loss: 0.2676, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9571, generator_adv_loss: 0.0703, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2974
[2025-05-12 09:13:51] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1533, logits_fake: -0.1406
[2025-05-12 09:13:51] (step=0104900) Train Loss: 1.2468, Train Steps/Sec: 1.50
[2025-05-12 09:14:57] (Generator) rec_loss: 0.0492, perceptual_loss: 0.2676, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9548, generator_adv_loss: 0.0153, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3145
[2025-05-12 09:14:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0376, logits_fake: -0.0305
[2025-05-12 09:14:58] (step=0105000) Train Loss: 1.1767, Train Steps/Sec: 1.50
[2025-05-12 09:15:02] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0105000.pt
[2025-05-12 09:16:08] (Generator) rec_loss: 0.0371, perceptual_loss: 0.2734, vq_loss: 0.0127, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9602, generator_adv_loss: -0.0151, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3087
[2025-05-12 09:16:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0327, logits_fake: 0.0303
[2025-05-12 09:16:08] (step=0105100) Train Loss: 1.1436, Train Steps/Sec: 1.43
[2025-05-12 09:17:14] (Generator) rec_loss: 0.0731, perceptual_loss: 0.3281, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9586, generator_adv_loss: -0.1201, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3219
[2025-05-12 09:17:15] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.1924, logits_fake: 0.2402
[2025-05-12 09:17:15] (step=0105200) Train Loss: 1.1657, Train Steps/Sec: 1.50
[2025-05-12 09:18:21] (Generator) rec_loss: 0.0594, perceptual_loss: 0.3340, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9621, generator_adv_loss: -0.0786, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2913
[2025-05-12 09:18:21] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1416, logits_fake: 0.1572
[2025-05-12 09:18:21] (step=0105300) Train Loss: 1.0801, Train Steps/Sec: 1.50
[2025-05-12 09:19:27] (Generator) rec_loss: 0.0433, perceptual_loss: 0.3262, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9603, generator_adv_loss: -0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3229
[2025-05-12 09:19:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1436, logits_fake: 0.1445
[2025-05-12 09:19:27] (step=0105400) Train Loss: 1.0774, Train Steps/Sec: 1.50
[2025-05-12 09:20:33] (Generator) rec_loss: 0.0647, perceptual_loss: 0.3125, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9594, generator_adv_loss: -0.1025, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3595
[2025-05-12 09:20:34] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1709, logits_fake: 0.2051
[2025-05-12 09:20:34] (step=0105500) Train Loss: 1.1224, Train Steps/Sec: 1.51
[2025-05-12 09:21:40] (Generator) rec_loss: 0.0370, perceptual_loss: 0.3047, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9546, generator_adv_loss: 0.0238, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3299
[2025-05-12 09:21:40] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0408, logits_fake: -0.0476
[2025-05-12 09:21:40] (step=0105600) Train Loss: 1.1309, Train Steps/Sec: 1.51
[2025-05-12 09:22:46] (Generator) rec_loss: 0.0352, perceptual_loss: 0.2812, vq_loss: 0.0125, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9499, generator_adv_loss: 0.0393, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3412
[2025-05-12 09:22:47] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0713, logits_fake: -0.0786
[2025-05-12 09:22:47] (step=0105700) Train Loss: 1.1905, Train Steps/Sec: 1.50
[2025-05-12 09:23:53] (Generator) rec_loss: 0.0480, perceptual_loss: 0.2871, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9513, generator_adv_loss: 0.0128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2748
[2025-05-12 09:23:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0322, logits_fake: -0.0256
[2025-05-12 09:23:53] (step=0105800) Train Loss: 1.1941, Train Steps/Sec: 1.50
[2025-05-12 09:24:59] (Generator) rec_loss: 0.0407, perceptual_loss: 0.2930, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9578, generator_adv_loss: -0.0125, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3192
[2025-05-12 09:25:00] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0374, logits_fake: 0.0250
[2025-05-12 09:25:00] (step=0105900) Train Loss: 1.1898, Train Steps/Sec: 1.50
[2025-05-12 09:26:06] (Generator) rec_loss: 0.0707, perceptual_loss: 0.3262, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9586, generator_adv_loss: -0.0488, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3125
[2025-05-12 09:26:06] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1211, logits_fake: 0.0977
[2025-05-12 09:26:06] (step=0106000) Train Loss: 1.1583, Train Steps/Sec: 1.50
[2025-05-12 09:27:12] (Generator) rec_loss: 0.0379, perceptual_loss: 0.2793, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9568, generator_adv_loss: 0.0272, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3224
[2025-05-12 09:27:13] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0439, logits_fake: -0.0544
[2025-05-12 09:27:13] (step=0106100) Train Loss: 1.1665, Train Steps/Sec: 1.50
[2025-05-12 09:28:19] (Generator) rec_loss: 0.0381, perceptual_loss: 0.2676, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9609, generator_adv_loss: -0.0124, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2791
[2025-05-12 09:28:19] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0295, logits_fake: 0.0248
[2025-05-12 09:28:19] (step=0106200) Train Loss: 1.2137, Train Steps/Sec: 1.50
[2025-05-12 09:29:25] (Generator) rec_loss: 0.0577, perceptual_loss: 0.3184, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9587, generator_adv_loss: 0.0133, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3252
[2025-05-12 09:29:26] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0388, logits_fake: -0.0266
[2025-05-12 09:29:26] (step=0106300) Train Loss: 1.1840, Train Steps/Sec: 1.50
[2025-05-12 09:30:32] (Generator) rec_loss: 0.0545, perceptual_loss: 0.3203, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9586, generator_adv_loss: 0.0425, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3208
[2025-05-12 09:30:32] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0645, logits_fake: -0.0850
[2025-05-12 09:30:32] (step=0106400) Train Loss: 1.1947, Train Steps/Sec: 1.51
[2025-05-12 09:31:38] (Generator) rec_loss: 0.0303, perceptual_loss: 0.2695, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9626, generator_adv_loss: -0.0110, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3323
[2025-05-12 09:31:39] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0366, logits_fake: 0.0220
[2025-05-12 09:31:39] (step=0106500) Train Loss: 1.2219, Train Steps/Sec: 1.50
[2025-05-12 09:32:45] (Generator) rec_loss: 0.0933, perceptual_loss: 0.2969, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9627, generator_adv_loss: 0.0354, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2734
[2025-05-12 09:32:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0820, logits_fake: -0.0708
[2025-05-12 09:32:45] (step=0106600) Train Loss: 1.1917, Train Steps/Sec: 1.50
[2025-05-12 09:33:51] (Generator) rec_loss: 0.0340, perceptual_loss: 0.2930, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9601, generator_adv_loss: -0.0471, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2789
[2025-05-12 09:33:52] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0708, logits_fake: 0.0942
[2025-05-12 09:33:52] (step=0106700) Train Loss: 1.1394, Train Steps/Sec: 1.50
[2025-05-12 09:34:58] (Generator) rec_loss: 0.0672, perceptual_loss: 0.3105, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9620, generator_adv_loss: -0.0347, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2899
[2025-05-12 09:34:58] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0588, logits_fake: 0.0693
[2025-05-12 09:34:58] (step=0106800) Train Loss: 1.1334, Train Steps/Sec: 1.51
[2025-05-12 09:36:04] (Generator) rec_loss: 0.0319, perceptual_loss: 0.3164, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9630, generator_adv_loss: 0.0371, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3170
[2025-05-12 09:36:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0815, logits_fake: -0.0742
[2025-05-12 09:36:05] (step=0106900) Train Loss: 1.1722, Train Steps/Sec: 1.50
[2025-05-12 09:37:11] (Generator) rec_loss: 0.0542, perceptual_loss: 0.2520, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9634, generator_adv_loss: 0.0150, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2821
[2025-05-12 09:37:11] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0109, logits_fake: -0.0300
[2025-05-12 09:37:11] (step=0107000) Train Loss: 1.1688, Train Steps/Sec: 1.50
[2025-05-12 09:38:17] (Generator) rec_loss: 0.0599, perceptual_loss: 0.3008, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9631, generator_adv_loss: 0.0408, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3412
[2025-05-12 09:38:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0894, logits_fake: -0.0815
[2025-05-12 09:38:18] (step=0107100) Train Loss: 1.1458, Train Steps/Sec: 1.50
[2025-05-12 09:39:24] (Generator) rec_loss: 0.0582, perceptual_loss: 0.2871, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9618, generator_adv_loss: 0.0118, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3264
[2025-05-12 09:39:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0206, logits_fake: -0.0236
[2025-05-12 09:39:24] (step=0107200) Train Loss: 1.1832, Train Steps/Sec: 1.50
[2025-05-12 09:40:30] (Generator) rec_loss: 0.0457, perceptual_loss: 0.2598, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9610, generator_adv_loss: -0.0613, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2573
[2025-05-12 09:40:31] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1079, logits_fake: 0.1226
[2025-05-12 09:40:31] (step=0107300) Train Loss: 1.1162, Train Steps/Sec: 1.50
[2025-05-12 09:41:37] (Generator) rec_loss: 0.0517, perceptual_loss: 0.2871, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9579, generator_adv_loss: -0.0417, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2987
[2025-05-12 09:41:37] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0737, logits_fake: 0.0835
[2025-05-12 09:41:37] (step=0107400) Train Loss: 1.1575, Train Steps/Sec: 1.50
[2025-05-12 09:42:43] (Generator) rec_loss: 0.0678, perceptual_loss: 0.2930, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9520, generator_adv_loss: -0.0449, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3078
[2025-05-12 09:42:44] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0986, logits_fake: 0.0898
[2025-05-12 09:42:44] (step=0107500) Train Loss: 1.1425, Train Steps/Sec: 1.50
[2025-05-12 09:43:50] (Generator) rec_loss: 0.0909, perceptual_loss: 0.3359, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9594, generator_adv_loss: -0.0679, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3398
[2025-05-12 09:43:50] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.0767, logits_fake: 0.1357
[2025-05-12 09:43:50] (step=0107600) Train Loss: 1.1737, Train Steps/Sec: 1.50
[2025-05-12 09:44:56] (Generator) rec_loss: 0.0362, perceptual_loss: 0.3047, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9636, generator_adv_loss: -0.0182, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3134
[2025-05-12 09:44:57] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0195, logits_fake: 0.0364
[2025-05-12 09:44:57] (step=0107700) Train Loss: 1.1426, Train Steps/Sec: 1.50
[2025-05-12 09:46:03] (Generator) rec_loss: 0.0564, perceptual_loss: 0.3008, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9558, generator_adv_loss: -0.0182, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2687
[2025-05-12 09:46:03] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0688, logits_fake: 0.0364
[2025-05-12 09:46:03] (step=0107800) Train Loss: 1.1522, Train Steps/Sec: 1.50
[2025-05-12 09:47:09] (Generator) rec_loss: 0.0497, perceptual_loss: 0.3047, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9567, generator_adv_loss: -0.0088, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2879
[2025-05-12 09:47:10] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0177, logits_fake: 0.0176
[2025-05-12 09:47:10] (step=0107900) Train Loss: 1.1397, Train Steps/Sec: 1.50
[2025-05-12 09:48:16] (Generator) rec_loss: 0.0289, perceptual_loss: 0.2520, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9632, generator_adv_loss: -0.0099, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3277
[2025-05-12 09:48:16] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0120, logits_fake: 0.0199
[2025-05-12 09:48:16] (step=0108000) Train Loss: 1.1996, Train Steps/Sec: 1.50
[2025-05-12 09:49:23] (Generator) rec_loss: 0.0485, perceptual_loss: 0.2812, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9613, generator_adv_loss: -0.0518, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2838
[2025-05-12 09:49:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1006, logits_fake: 0.1035
[2025-05-12 09:49:23] (step=0108100) Train Loss: 1.1441, Train Steps/Sec: 1.50
[2025-05-12 09:50:29] (Generator) rec_loss: 0.0586, perceptual_loss: 0.3086, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9638, generator_adv_loss: -0.0092, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3245
[2025-05-12 09:50:30] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.0417, logits_fake: 0.0184
[2025-05-12 09:50:30] (step=0108200) Train Loss: 1.1458, Train Steps/Sec: 1.50
[2025-05-12 09:51:36] (Generator) rec_loss: 0.0602, perceptual_loss: 0.2676, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9615, generator_adv_loss: -0.0767, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2693
[2025-05-12 09:51:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1494, logits_fake: 0.1533
[2025-05-12 09:51:36] (step=0108300) Train Loss: 1.1830, Train Steps/Sec: 1.50
[2025-05-12 09:52:42] (Generator) rec_loss: 0.0430, perceptual_loss: 0.2891, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9604, generator_adv_loss: -0.0192, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3505
[2025-05-12 09:52:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0408, logits_fake: 0.0383
[2025-05-12 09:52:43] (step=0108400) Train Loss: 1.1284, Train Steps/Sec: 1.50
[2025-05-12 09:53:49] (Generator) rec_loss: 0.0649, perceptual_loss: 0.2930, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9629, generator_adv_loss: 0.0075, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2876
[2025-05-12 09:53:49] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0527, logits_fake: -0.0150
[2025-05-12 09:53:49] (step=0108500) Train Loss: 1.1720, Train Steps/Sec: 1.50
[2025-05-12 09:54:55] (Generator) rec_loss: 0.0306, perceptual_loss: 0.3066, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9582, generator_adv_loss: 0.0029, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2921
[2025-05-12 09:54:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0007, logits_fake: -0.0058
[2025-05-12 09:54:56] (step=0108600) Train Loss: 1.1966, Train Steps/Sec: 1.50
[2025-05-12 09:56:02] (Generator) rec_loss: 0.0590, perceptual_loss: 0.3066, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9592, generator_adv_loss: 0.0227, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2980
[2025-05-12 09:56:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0430, logits_fake: -0.0454
[2025-05-12 09:56:02] (step=0108700) Train Loss: 1.2105, Train Steps/Sec: 1.50
[2025-05-12 09:57:08] (Generator) rec_loss: 0.0250, perceptual_loss: 0.2617, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9637, generator_adv_loss: -0.0266, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2969
[2025-05-12 09:57:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0518, logits_fake: 0.0532
[2025-05-12 09:57:09] (step=0108800) Train Loss: 1.1776, Train Steps/Sec: 1.51
[2025-05-12 09:58:15] (Generator) rec_loss: 0.0560, perceptual_loss: 0.3184, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9660, generator_adv_loss: -0.0540, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3543
[2025-05-12 09:58:15] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0996, logits_fake: 0.1079
[2025-05-12 09:58:15] (step=0108900) Train Loss: 1.1152, Train Steps/Sec: 1.50
[2025-05-12 09:59:21] (Generator) rec_loss: 0.0341, perceptual_loss: 0.3086, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9657, generator_adv_loss: 0.0228, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2581
[2025-05-12 09:59:22] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0299, logits_fake: -0.0457
[2025-05-12 09:59:22] (step=0109000) Train Loss: 1.1647, Train Steps/Sec: 1.50
[2025-05-12 10:00:28] (Generator) rec_loss: 0.0590, perceptual_loss: 0.3184, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9621, generator_adv_loss: -0.0986, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3451
[2025-05-12 10:00:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1895, logits_fake: 0.1973
[2025-05-12 10:00:28] (step=0109100) Train Loss: 1.1564, Train Steps/Sec: 1.50
[2025-05-12 10:01:34] (Generator) rec_loss: 0.0653, perceptual_loss: 0.3105, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9625, generator_adv_loss: -0.0013, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3528
[2025-05-12 10:01:34] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0161, logits_fake: 0.0026
[2025-05-12 10:01:34] (step=0109200) Train Loss: 1.1494, Train Steps/Sec: 1.50
[2025-05-12 10:02:41] (Generator) rec_loss: 0.0561, perceptual_loss: 0.2930, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9635, generator_adv_loss: -0.0410, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2665
[2025-05-12 10:02:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0806, logits_fake: 0.0820
[2025-05-12 10:02:41] (step=0109300) Train Loss: 1.1684, Train Steps/Sec: 1.50
[2025-05-12 10:03:47] (Generator) rec_loss: 0.0722, perceptual_loss: 0.3105, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9649, generator_adv_loss: -0.0503, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3098
[2025-05-12 10:03:48] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0898, logits_fake: 0.1006
[2025-05-12 10:03:48] (step=0109400) Train Loss: 1.1333, Train Steps/Sec: 1.50
[2025-05-12 10:04:54] (Generator) rec_loss: 0.0774, perceptual_loss: 0.3066, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9596, generator_adv_loss: -0.1377, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3117
[2025-05-12 10:04:54] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.2451, logits_fake: 0.2754
[2025-05-12 10:04:54] (step=0109500) Train Loss: 1.1131, Train Steps/Sec: 1.50
[2025-05-12 10:06:00] (Generator) rec_loss: 0.0480, perceptual_loss: 0.2910, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9653, generator_adv_loss: -0.0386, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2941
[2025-05-12 10:06:00] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0908, logits_fake: 0.0771
[2025-05-12 10:06:01] (step=0109600) Train Loss: 1.1142, Train Steps/Sec: 1.51
[2025-05-12 10:07:07] (Generator) rec_loss: 0.0677, perceptual_loss: 0.3066, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9636, generator_adv_loss: -0.0124, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3267
[2025-05-12 10:07:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0267, logits_fake: 0.0248
[2025-05-12 10:07:07] (step=0109700) Train Loss: 1.1210, Train Steps/Sec: 1.50
[2025-05-12 10:08:13] (Generator) rec_loss: 0.0311, perceptual_loss: 0.2637, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9610, generator_adv_loss: 0.0747, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2995
[2025-05-12 10:08:14] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1328, logits_fake: -0.1494
[2025-05-12 10:08:14] (step=0109800) Train Loss: 1.1795, Train Steps/Sec: 1.50
[2025-05-12 10:09:20] (Generator) rec_loss: 0.0454, perceptual_loss: 0.2871, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9600, generator_adv_loss: -0.0129, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3665
[2025-05-12 10:09:20] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0542, logits_fake: 0.0258
[2025-05-12 10:09:20] (step=0109900) Train Loss: 1.1870, Train Steps/Sec: 1.50
[2025-05-12 10:10:26] (Generator) rec_loss: 0.0561, perceptual_loss: 0.2910, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9593, generator_adv_loss: -0.0275, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3187
[2025-05-12 10:10:27] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0289, logits_fake: 0.0549
[2025-05-12 10:10:27] (step=0110000) Train Loss: 1.1409, Train Steps/Sec: 1.51
[2025-05-12 10:10:30] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0110000.pt
[2025-05-12 10:11:36] (Generator) rec_loss: 0.0402, perceptual_loss: 0.2891, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9580, generator_adv_loss: -0.0288, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3512
[2025-05-12 10:11:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0542, logits_fake: 0.0576
[2025-05-12 10:11:37] (step=0110100) Train Loss: 1.1743, Train Steps/Sec: 1.43
[2025-05-12 10:12:43] (Generator) rec_loss: 0.0384, perceptual_loss: 0.3281, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9600, generator_adv_loss: 0.0140, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2771
[2025-05-12 10:12:43] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0432, logits_fake: -0.0280
[2025-05-12 10:12:43] (step=0110200) Train Loss: 1.1761, Train Steps/Sec: 1.50
[2025-05-12 10:13:49] (Generator) rec_loss: 0.0651, perceptual_loss: 0.3125, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9572, generator_adv_loss: -0.1631, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3003
[2025-05-12 10:13:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3223, logits_fake: 0.3262
[2025-05-12 10:13:50] (step=0110300) Train Loss: 1.1555, Train Steps/Sec: 1.50
[2025-05-12 10:14:56] (Generator) rec_loss: 0.0337, perceptual_loss: 0.2656, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9602, generator_adv_loss: 0.0304, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2799
[2025-05-12 10:14:56] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0752, logits_fake: -0.0608
[2025-05-12 10:14:56] (step=0110400) Train Loss: 1.1190, Train Steps/Sec: 1.50
[2025-05-12 10:16:02] (Generator) rec_loss: 0.0754, perceptual_loss: 0.3223, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9638, generator_adv_loss: -0.1016, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2964
[2025-05-12 10:16:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1953, logits_fake: 0.2031
[2025-05-12 10:16:03] (step=0110500) Train Loss: 1.1465, Train Steps/Sec: 1.50
[2025-05-12 10:17:09] (Generator) rec_loss: 0.0377, perceptual_loss: 0.2695, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9624, generator_adv_loss: 0.0381, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3078
[2025-05-12 10:17:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0806, logits_fake: -0.0762
[2025-05-12 10:17:09] (step=0110600) Train Loss: 1.1722, Train Steps/Sec: 1.50
[2025-05-12 10:18:15] (Generator) rec_loss: 0.0345, perceptual_loss: 0.2832, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9619, generator_adv_loss: 0.0194, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3069
[2025-05-12 10:18:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0442, logits_fake: -0.0388
[2025-05-12 10:18:16] (step=0110700) Train Loss: 1.2132, Train Steps/Sec: 1.50
[2025-05-12 10:19:22] (Generator) rec_loss: 0.0532, perceptual_loss: 0.3086, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9618, generator_adv_loss: -0.0043, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3206
[2025-05-12 10:19:22] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0223, logits_fake: 0.0087
[2025-05-12 10:19:22] (step=0110800) Train Loss: 1.1397, Train Steps/Sec: 1.50
[2025-05-12 10:20:29] (Generator) rec_loss: 0.0520, perceptual_loss: 0.2852, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9647, generator_adv_loss: 0.0154, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3136
[2025-05-12 10:20:29] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0466, logits_fake: -0.0309
[2025-05-12 10:20:29] (step=0110900) Train Loss: 1.1838, Train Steps/Sec: 1.50
[2025-05-12 10:21:35] (Generator) rec_loss: 0.0335, perceptual_loss: 0.2461, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9608, generator_adv_loss: 0.0352, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2817
[2025-05-12 10:21:36] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0923, logits_fake: -0.0703
[2025-05-12 10:21:36] (step=0111000) Train Loss: 1.1619, Train Steps/Sec: 1.50
[2025-05-12 10:22:42] (Generator) rec_loss: 0.0342, perceptual_loss: 0.2559, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9635, generator_adv_loss: -0.0107, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2976
[2025-05-12 10:22:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0242, logits_fake: 0.0215
[2025-05-12 10:22:42] (step=0111100) Train Loss: 1.1439, Train Steps/Sec: 1.50
[2025-05-12 10:23:48] (Generator) rec_loss: 0.1384, perceptual_loss: 0.3301, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9634, generator_adv_loss: -0.1631, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3647
[2025-05-12 10:23:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3281, logits_fake: 0.3262
[2025-05-12 10:23:49] (step=0111200) Train Loss: 1.0817, Train Steps/Sec: 1.50
[2025-05-12 10:24:55] (Generator) rec_loss: 0.0585, perceptual_loss: 0.3184, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9640, generator_adv_loss: 0.0146, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3174
[2025-05-12 10:24:55] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0088, logits_fake: -0.0292
[2025-05-12 10:24:55] (step=0111300) Train Loss: 1.1298, Train Steps/Sec: 1.50
[2025-05-12 10:26:01] (Generator) rec_loss: 0.0561, perceptual_loss: 0.2910, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9623, generator_adv_loss: -0.0031, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2722
[2025-05-12 10:26:02] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0107, logits_fake: 0.0061
[2025-05-12 10:26:02] (step=0111400) Train Loss: 1.1162, Train Steps/Sec: 1.50
[2025-05-12 10:27:08] (Generator) rec_loss: 0.0592, perceptual_loss: 0.2598, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9624, generator_adv_loss: 0.0352, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2698
[2025-05-12 10:27:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0747, logits_fake: -0.0703
[2025-05-12 10:27:08] (step=0111500) Train Loss: 1.1955, Train Steps/Sec: 1.50
[2025-05-12 10:28:14] (Generator) rec_loss: 0.0414, perceptual_loss: 0.3027, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9625, generator_adv_loss: -0.0234, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3344
[2025-05-12 10:28:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0388, logits_fake: 0.0469
[2025-05-12 10:28:15] (step=0111600) Train Loss: 1.1533, Train Steps/Sec: 1.50
[2025-05-12 10:29:21] (Generator) rec_loss: 0.0598, perceptual_loss: 0.2969, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9651, generator_adv_loss: 0.0243, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3148
[2025-05-12 10:29:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0352, logits_fake: -0.0486
[2025-05-12 10:29:21] (step=0111700) Train Loss: 1.1581, Train Steps/Sec: 1.50
[2025-05-12 10:30:27] (Generator) rec_loss: 0.0340, perceptual_loss: 0.2480, vq_loss: 0.0130, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: 0.0250, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2882
[2025-05-12 10:30:28] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0684, logits_fake: -0.0500
[2025-05-12 10:30:28] (step=0111800) Train Loss: 1.1729, Train Steps/Sec: 1.50
[2025-05-12 10:31:34] (Generator) rec_loss: 0.0619, perceptual_loss: 0.3223, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9616, generator_adv_loss: 0.0293, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2967
[2025-05-12 10:31:34] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0747, logits_fake: -0.0586
[2025-05-12 10:31:34] (step=0111900) Train Loss: 1.2081, Train Steps/Sec: 1.50
[2025-05-12 10:32:40] (Generator) rec_loss: 0.0599, perceptual_loss: 0.3086, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9563, generator_adv_loss: 0.0047, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2914
[2025-05-12 10:32:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0109, logits_fake: -0.0095
[2025-05-12 10:32:41] (step=0112000) Train Loss: 1.1660, Train Steps/Sec: 1.50
[2025-05-12 10:33:47] (Generator) rec_loss: 0.0439, perceptual_loss: 0.3223, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9606, generator_adv_loss: 0.0452, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3279
[2025-05-12 10:33:47] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0723, logits_fake: -0.0903
[2025-05-12 10:33:47] (step=0112100) Train Loss: 1.2236, Train Steps/Sec: 1.50
[2025-05-12 10:34:53] (Generator) rec_loss: 0.0541, perceptual_loss: 0.2793, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9620, generator_adv_loss: -0.0410, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3075
[2025-05-12 10:34:54] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0562, logits_fake: 0.0820
[2025-05-12 10:34:54] (step=0112200) Train Loss: 1.1901, Train Steps/Sec: 1.51
[2025-05-12 10:36:00] (Generator) rec_loss: 0.0509, perceptual_loss: 0.3047, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9618, generator_adv_loss: -0.0322, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3270
[2025-05-12 10:36:00] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.1021, logits_fake: 0.0645
[2025-05-12 10:36:00] (step=0112300) Train Loss: 1.1011, Train Steps/Sec: 1.50
[2025-05-12 10:37:06] (Generator) rec_loss: 0.0392, perceptual_loss: 0.2676, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9593, generator_adv_loss: -0.0120, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2991
[2025-05-12 10:37:07] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0245, logits_fake: 0.0240
[2025-05-12 10:37:07] (step=0112400) Train Loss: 1.1387, Train Steps/Sec: 1.50
[2025-05-12 10:38:13] (Generator) rec_loss: 0.0440, perceptual_loss: 0.2930, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9552, generator_adv_loss: 0.0415, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2993
[2025-05-12 10:38:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0830, logits_fake: -0.0830
[2025-05-12 10:38:13] (step=0112500) Train Loss: 1.1556, Train Steps/Sec: 1.50
[2025-05-12 10:39:19] (Generator) rec_loss: 0.0931, perceptual_loss: 0.3398, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9615, generator_adv_loss: 0.0080, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3477
[2025-05-12 10:39:20] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0076, logits_fake: -0.0160
[2025-05-12 10:39:20] (step=0112600) Train Loss: 1.1767, Train Steps/Sec: 1.50
[2025-05-12 10:40:26] (Generator) rec_loss: 0.0698, perceptual_loss: 0.3027, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9630, generator_adv_loss: -0.0083, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3257
[2025-05-12 10:40:26] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0036, logits_fake: 0.0166
[2025-05-12 10:40:26] (step=0112700) Train Loss: 1.1883, Train Steps/Sec: 1.51
[2025-05-12 10:41:32] (Generator) rec_loss: 0.0715, perceptual_loss: 0.3105, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9619, generator_adv_loss: -0.0601, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3418
[2025-05-12 10:41:33] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.1426, logits_fake: 0.1201
[2025-05-12 10:41:33] (step=0112800) Train Loss: 1.1568, Train Steps/Sec: 1.50
[2025-05-12 10:42:39] (Generator) rec_loss: 0.0339, perceptual_loss: 0.2695, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9633, generator_adv_loss: 0.0322, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3033
[2025-05-12 10:42:39] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0576, logits_fake: -0.0645
[2025-05-12 10:42:39] (step=0112900) Train Loss: 1.1036, Train Steps/Sec: 1.50
[2025-05-12 10:43:45] (Generator) rec_loss: 0.0498, perceptual_loss: 0.2969, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9599, generator_adv_loss: 0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2953
[2025-05-12 10:43:46] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1416, logits_fake: -0.1118
[2025-05-12 10:43:46] (step=0113000) Train Loss: 1.2065, Train Steps/Sec: 1.50
[2025-05-12 10:44:52] (Generator) rec_loss: 0.0578, perceptual_loss: 0.2871, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9623, generator_adv_loss: 0.0366, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2963
[2025-05-12 10:44:52] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0342, logits_fake: -0.0732
[2025-05-12 10:44:52] (step=0113100) Train Loss: 1.1845, Train Steps/Sec: 1.50
[2025-05-12 10:45:59] (Generator) rec_loss: 0.0796, perceptual_loss: 0.3164, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9535, generator_adv_loss: -0.0216, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3120
[2025-05-12 10:45:59] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0537, logits_fake: 0.0432
[2025-05-12 10:45:59] (step=0113200) Train Loss: 1.2158, Train Steps/Sec: 1.50
[2025-05-12 10:47:05] (Generator) rec_loss: 0.0365, perceptual_loss: 0.2852, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9574, generator_adv_loss: 0.0080, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3070
[2025-05-12 10:47:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0150, logits_fake: -0.0160
[2025-05-12 10:47:06] (step=0113300) Train Loss: 1.2049, Train Steps/Sec: 1.50
[2025-05-12 10:48:12] (Generator) rec_loss: 0.0514, perceptual_loss: 0.2773, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9597, generator_adv_loss: 0.0052, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2530
[2025-05-12 10:48:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0049, logits_fake: -0.0105
[2025-05-12 10:48:12] (step=0113400) Train Loss: 1.1556, Train Steps/Sec: 1.50
[2025-05-12 10:49:18] (Generator) rec_loss: 0.0580, perceptual_loss: 0.3027, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9585, generator_adv_loss: -0.0238, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2842
[2025-05-12 10:49:19] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0359, logits_fake: 0.0476
[2025-05-12 10:49:19] (step=0113500) Train Loss: 1.1513, Train Steps/Sec: 1.50
[2025-05-12 10:50:25] (Generator) rec_loss: 0.0536, perceptual_loss: 0.3145, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9632, generator_adv_loss: 0.0640, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2910
[2025-05-12 10:50:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1221, logits_fake: -0.1279
[2025-05-12 10:50:25] (step=0113600) Train Loss: 1.1333, Train Steps/Sec: 1.50
[2025-05-12 10:51:31] (Generator) rec_loss: 0.0528, perceptual_loss: 0.2910, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9638, generator_adv_loss: -0.0223, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3285
[2025-05-12 10:51:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0430, logits_fake: 0.0447
[2025-05-12 10:51:32] (step=0113700) Train Loss: 1.2008, Train Steps/Sec: 1.50
[2025-05-12 10:52:38] (Generator) rec_loss: 0.0653, perceptual_loss: 0.2617, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9616, generator_adv_loss: 0.0143, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2981
[2025-05-12 10:52:38] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0442, logits_fake: -0.0287
[2025-05-12 10:52:38] (step=0113800) Train Loss: 1.1897, Train Steps/Sec: 1.50
[2025-05-12 10:53:44] (Generator) rec_loss: 0.0751, perceptual_loss: 0.2969, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9619, generator_adv_loss: -0.0119, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2748
[2025-05-12 10:53:45] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0243, logits_fake: 0.0238
[2025-05-12 10:53:45] (step=0113900) Train Loss: 1.1590, Train Steps/Sec: 1.50
[2025-05-12 10:54:51] (Generator) rec_loss: 0.0916, perceptual_loss: 0.3164, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9579, generator_adv_loss: -0.0045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3285
[2025-05-12 10:54:51] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0226, logits_fake: 0.0089
[2025-05-12 10:54:51] (step=0114000) Train Loss: 1.1850, Train Steps/Sec: 1.50
[2025-05-12 10:55:57] (Generator) rec_loss: 0.0476, perceptual_loss: 0.2656, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9617, generator_adv_loss: -0.0093, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2700
[2025-05-12 10:55:58] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0038, logits_fake: 0.0186
[2025-05-12 10:55:58] (step=0114100) Train Loss: 1.1421, Train Steps/Sec: 1.50
[2025-05-12 10:57:04] (Generator) rec_loss: 0.0402, perceptual_loss: 0.2949, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9640, generator_adv_loss: 0.0225, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2996
[2025-05-12 10:57:04] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0659, logits_fake: -0.0449
[2025-05-12 10:57:04] (step=0114200) Train Loss: 1.1735, Train Steps/Sec: 1.50
[2025-05-12 10:58:10] (Generator) rec_loss: 0.0727, perceptual_loss: 0.3164, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9593, generator_adv_loss: 0.0060, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3096
[2025-05-12 10:58:11] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0178, logits_fake: -0.0120
[2025-05-12 10:58:11] (step=0114300) Train Loss: 1.1939, Train Steps/Sec: 1.50
[2025-05-12 10:59:17] (Generator) rec_loss: 0.0448, perceptual_loss: 0.2793, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9630, generator_adv_loss: 0.0510, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2764
[2025-05-12 10:59:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1094, logits_fake: -0.1021
[2025-05-12 10:59:17] (step=0114400) Train Loss: 1.1980, Train Steps/Sec: 1.51
[2025-05-12 11:00:23] (Generator) rec_loss: 0.0618, perceptual_loss: 0.2832, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9619, generator_adv_loss: 0.0170, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2611
[2025-05-12 11:00:24] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.0991, logits_fake: -0.0339
[2025-05-12 11:00:24] (step=0114500) Train Loss: 1.2037, Train Steps/Sec: 1.50
[2025-05-12 11:01:30] (Generator) rec_loss: 0.0672, perceptual_loss: 0.2930, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9629, generator_adv_loss: 0.0047, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3174
[2025-05-12 11:01:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0155, logits_fake: -0.0094
[2025-05-12 11:01:30] (step=0114600) Train Loss: 1.1627, Train Steps/Sec: 1.50
[2025-05-12 11:02:36] (Generator) rec_loss: 0.0261, perceptual_loss: 0.2734, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9644, generator_adv_loss: -0.0009, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3151
[2025-05-12 11:02:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0054, logits_fake: 0.0017
[2025-05-12 11:02:37] (step=0114700) Train Loss: 1.1888, Train Steps/Sec: 1.50
[2025-05-12 11:03:43] (Generator) rec_loss: 0.0437, perceptual_loss: 0.3398, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9568, generator_adv_loss: 0.0325, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3283
[2025-05-12 11:03:43] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0476, logits_fake: -0.0649
[2025-05-12 11:03:43] (step=0114800) Train Loss: 1.1762, Train Steps/Sec: 1.50
[2025-05-12 11:04:49] (Generator) rec_loss: 0.0287, perceptual_loss: 0.3281, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9600, generator_adv_loss: 0.0913, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2556
[2025-05-12 11:04:50] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1631, logits_fake: -0.1826
[2025-05-12 11:04:50] (step=0114900) Train Loss: 1.2064, Train Steps/Sec: 1.50
[2025-05-12 11:05:56] (Generator) rec_loss: 0.0776, perceptual_loss: 0.2734, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9602, generator_adv_loss: 0.0525, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2986
[2025-05-12 11:05:56] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0977, logits_fake: -0.1050
[2025-05-12 11:05:56] (step=0115000) Train Loss: 1.1619, Train Steps/Sec: 1.50
[2025-05-12 11:06:00] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0115000.pt
[2025-05-12 11:07:06] (Generator) rec_loss: 0.0579, perceptual_loss: 0.3125, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9553, generator_adv_loss: 0.0172, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3618
[2025-05-12 11:07:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0391, logits_fake: -0.0344
[2025-05-12 11:07:07] (step=0115100) Train Loss: 1.1817, Train Steps/Sec: 1.42
[2025-05-12 11:08:13] (Generator) rec_loss: 0.0321, perceptual_loss: 0.2793, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9605, generator_adv_loss: 0.0297, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3417
[2025-05-12 11:08:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0574, logits_fake: -0.0593
[2025-05-12 11:08:13] (step=0115200) Train Loss: 1.1939, Train Steps/Sec: 1.50
[2025-05-12 11:09:20] (Generator) rec_loss: 0.0417, perceptual_loss: 0.2871, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9578, generator_adv_loss: -0.0400, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2986
[2025-05-12 11:09:20] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0635, logits_fake: 0.0801
[2025-05-12 11:09:20] (step=0115300) Train Loss: 1.1737, Train Steps/Sec: 1.50
[2025-05-12 11:10:26] (Generator) rec_loss: 0.0802, perceptual_loss: 0.3008, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9578, generator_adv_loss: -0.0140, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3245
[2025-05-12 11:10:27] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0393, logits_fake: 0.0281
[2025-05-12 11:10:27] (step=0115400) Train Loss: 1.1463, Train Steps/Sec: 1.50
[2025-05-12 11:11:33] (Generator) rec_loss: 0.0582, perceptual_loss: 0.3027, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9613, generator_adv_loss: 0.0184, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2864
[2025-05-12 11:11:33] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0136, logits_fake: -0.0369
[2025-05-12 11:11:33] (step=0115500) Train Loss: 1.1487, Train Steps/Sec: 1.50
[2025-05-12 11:12:39] (Generator) rec_loss: 0.0593, perceptual_loss: 0.3008, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9628, generator_adv_loss: -0.0304, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3042
[2025-05-12 11:12:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0537, logits_fake: 0.0608
[2025-05-12 11:12:39] (step=0115600) Train Loss: 1.1389, Train Steps/Sec: 1.50
[2025-05-12 11:13:46] (Generator) rec_loss: 0.0634, perceptual_loss: 0.2871, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9562, generator_adv_loss: 0.0242, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3150
[2025-05-12 11:13:46] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0713, logits_fake: -0.0483
[2025-05-12 11:13:46] (step=0115700) Train Loss: 1.1194, Train Steps/Sec: 1.50
[2025-05-12 11:14:52] (Generator) rec_loss: 0.0309, perceptual_loss: 0.2754, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9537, generator_adv_loss: 0.0255, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2771
[2025-05-12 11:14:53] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0393, logits_fake: -0.0510
[2025-05-12 11:14:53] (step=0115800) Train Loss: 1.2167, Train Steps/Sec: 1.50
[2025-05-12 11:15:59] (Generator) rec_loss: 0.0434, perceptual_loss: 0.2871, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9601, generator_adv_loss: 0.0014, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2818
[2025-05-12 11:15:59] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0547, logits_fake: -0.0028
[2025-05-12 11:15:59] (step=0115900) Train Loss: 1.1611, Train Steps/Sec: 1.50
[2025-05-12 11:17:05] (Generator) rec_loss: 0.0509, perceptual_loss: 0.2891, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9638, generator_adv_loss: 0.0034, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2938
[2025-05-12 11:17:06] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0037, logits_fake: -0.0068
[2025-05-12 11:17:06] (step=0116000) Train Loss: 1.1726, Train Steps/Sec: 1.50
[2025-05-12 11:18:12] (Generator) rec_loss: 0.0312, perceptual_loss: 0.2832, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9652, generator_adv_loss: 0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3076
[2025-05-12 11:18:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1060, logits_fake: -0.1118
[2025-05-12 11:18:12] (step=0116100) Train Loss: 1.1916, Train Steps/Sec: 1.50
[2025-05-12 11:19:18] (Generator) rec_loss: 0.0701, perceptual_loss: 0.3320, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9644, generator_adv_loss: -0.0471, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3291
[2025-05-12 11:19:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0918, logits_fake: 0.0942
[2025-05-12 11:19:19] (step=0116200) Train Loss: 1.1977, Train Steps/Sec: 1.50
[2025-05-12 11:20:25] (Generator) rec_loss: 0.0616, perceptual_loss: 0.2910, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9616, generator_adv_loss: 0.0613, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2967
[2025-05-12 11:20:25] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1377, logits_fake: -0.1226
[2025-05-12 11:20:25] (step=0116300) Train Loss: 1.2324, Train Steps/Sec: 1.50
[2025-05-12 11:21:31] (Generator) rec_loss: 0.0463, perceptual_loss: 0.2539, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9610, generator_adv_loss: 0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2828
[2025-05-12 11:21:32] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1709, logits_fake: -0.1553
[2025-05-12 11:21:32] (step=0116400) Train Loss: 1.2065, Train Steps/Sec: 1.50
[2025-05-12 11:22:38] (Generator) rec_loss: 0.0352, perceptual_loss: 0.2695, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9608, generator_adv_loss: 0.0732, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2610
[2025-05-12 11:22:38] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.1260, logits_fake: -0.1465
[2025-05-12 11:22:38] (step=0116500) Train Loss: 1.2160, Train Steps/Sec: 1.50
[2025-05-12 11:23:44] (Generator) rec_loss: 0.0559, perceptual_loss: 0.2617, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9621, generator_adv_loss: 0.0618, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3101
[2025-05-12 11:23:45] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1094, logits_fake: -0.1235
[2025-05-12 11:23:45] (step=0116600) Train Loss: 1.1869, Train Steps/Sec: 1.50
[2025-05-12 11:24:51] (Generator) rec_loss: 0.1103, perceptual_loss: 0.3477, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9604, generator_adv_loss: 0.0461, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3203
[2025-05-12 11:24:51] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0679, logits_fake: -0.0923
[2025-05-12 11:24:51] (step=0116700) Train Loss: 1.2200, Train Steps/Sec: 1.50
[2025-05-12 11:25:28] Beginning epoch 5...
[2025-05-12 11:25:58] (Generator) rec_loss: 0.0349, perceptual_loss: 0.3008, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9579, generator_adv_loss: 0.0161, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2780
[2025-05-12 11:25:58] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0601, logits_fake: -0.0322
[2025-05-12 11:25:58] (step=0116800) Train Loss: 1.1836, Train Steps/Sec: 1.49
[2025-05-12 11:27:05] (Generator) rec_loss: 0.0338, perceptual_loss: 0.2734, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9627, generator_adv_loss: 0.0075, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3221
[2025-05-12 11:27:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0161, logits_fake: -0.0150
[2025-05-12 11:27:05] (step=0116900) Train Loss: 1.1372, Train Steps/Sec: 1.50
[2025-05-12 11:28:11] (Generator) rec_loss: 0.0379, perceptual_loss: 0.2891, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9612, generator_adv_loss: -0.0265, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3497
[2025-05-12 11:28:11] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.0026, logits_fake: 0.0530
[2025-05-12 11:28:11] (step=0117000) Train Loss: 1.1301, Train Steps/Sec: 1.50
[2025-05-12 11:29:17] (Generator) rec_loss: 0.0626, perceptual_loss: 0.3184, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9617, generator_adv_loss: 0.0044, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3315
[2025-05-12 11:29:18] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0181, logits_fake: -0.0089
[2025-05-12 11:29:18] (step=0117100) Train Loss: 1.1475, Train Steps/Sec: 1.51
[2025-05-12 11:30:24] (Generator) rec_loss: 0.0476, perceptual_loss: 0.2949, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9564, generator_adv_loss: 0.0292, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3014
[2025-05-12 11:30:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0574, logits_fake: -0.0583
[2025-05-12 11:30:24] (step=0117200) Train Loss: 1.1895, Train Steps/Sec: 1.50
[2025-05-12 11:31:30] (Generator) rec_loss: 0.0447, perceptual_loss: 0.2988, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9603, generator_adv_loss: 0.0206, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2895
[2025-05-12 11:31:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0417, logits_fake: -0.0413
[2025-05-12 11:31:31] (step=0117300) Train Loss: 1.2026, Train Steps/Sec: 1.51
[2025-05-12 11:32:37] (Generator) rec_loss: 0.0503, perceptual_loss: 0.2617, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: 0.0593, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2725
[2025-05-12 11:32:37] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1001, logits_fake: -0.1187
[2025-05-12 11:32:37] (step=0117400) Train Loss: 1.1605, Train Steps/Sec: 1.50
[2025-05-12 11:33:43] (Generator) rec_loss: 0.0350, perceptual_loss: 0.2695, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9541, generator_adv_loss: -0.0112, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2738
[2025-05-12 11:33:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0199, logits_fake: 0.0223
[2025-05-12 11:33:44] (step=0117500) Train Loss: 1.1256, Train Steps/Sec: 1.50
[2025-05-12 11:34:50] (Generator) rec_loss: 0.0492, perceptual_loss: 0.2715, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9556, generator_adv_loss: 0.0493, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2878
[2025-05-12 11:34:51] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0889, logits_fake: -0.0986
[2025-05-12 11:34:51] (step=0117600) Train Loss: 1.1918, Train Steps/Sec: 1.50
[2025-05-12 11:35:57] (Generator) rec_loss: 0.0448, perceptual_loss: 0.2598, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9618, generator_adv_loss: -0.0557, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3114
[2025-05-12 11:35:57] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1260, logits_fake: 0.1113
[2025-05-12 11:35:57] (step=0117700) Train Loss: 1.1580, Train Steps/Sec: 1.50
[2025-05-12 11:37:03] (Generator) rec_loss: 0.0346, perceptual_loss: 0.2676, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9530, generator_adv_loss: -0.0298, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2838
[2025-05-12 11:37:04] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0342, logits_fake: 0.0596
[2025-05-12 11:37:04] (step=0117800) Train Loss: 1.1107, Train Steps/Sec: 1.50
[2025-05-12 11:38:10] (Generator) rec_loss: 0.0332, perceptual_loss: 0.2773, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9574, generator_adv_loss: -0.0669, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2471
[2025-05-12 11:38:10] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1426, logits_fake: 0.1338
[2025-05-12 11:38:10] (step=0117900) Train Loss: 1.1753, Train Steps/Sec: 1.50
[2025-05-12 11:39:16] (Generator) rec_loss: 0.0365, perceptual_loss: 0.2891, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9583, generator_adv_loss: -0.0164, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3148
[2025-05-12 11:39:17] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0148, logits_fake: 0.0327
[2025-05-12 11:39:17] (step=0118000) Train Loss: 1.1387, Train Steps/Sec: 1.50
[2025-05-12 11:40:23] (Generator) rec_loss: 0.0434, perceptual_loss: 0.2871, vq_loss: 0.0127, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9664, generator_adv_loss: -0.0437, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2740
[2025-05-12 11:40:23] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0684, logits_fake: 0.0874
[2025-05-12 11:40:23] (step=0118100) Train Loss: 1.1222, Train Steps/Sec: 1.50
[2025-05-12 11:41:29] (Generator) rec_loss: 0.0480, perceptual_loss: 0.2715, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9645, generator_adv_loss: -0.0342, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3050
[2025-05-12 11:41:29] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0771, logits_fake: 0.0684
[2025-05-12 11:41:29] (step=0118200) Train Loss: 1.1164, Train Steps/Sec: 1.51
[2025-05-12 11:42:36] (Generator) rec_loss: 0.0463, perceptual_loss: 0.2520, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9616, generator_adv_loss: -0.0330, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3121
[2025-05-12 11:42:36] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0796, logits_fake: 0.0659
[2025-05-12 11:42:36] (step=0118300) Train Loss: 1.0808, Train Steps/Sec: 1.50
[2025-05-12 11:43:42] (Generator) rec_loss: 0.0442, perceptual_loss: 0.2656, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9585, generator_adv_loss: -0.0269, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2211
[2025-05-12 11:43:43] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0347, logits_fake: 0.0537
[2025-05-12 11:43:43] (step=0118400) Train Loss: 1.1678, Train Steps/Sec: 1.50
[2025-05-12 11:44:49] (Generator) rec_loss: 0.0571, perceptual_loss: 0.2930, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9650, generator_adv_loss: -0.0030, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2688
[2025-05-12 11:44:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0112, logits_fake: 0.0061
[2025-05-12 11:44:49] (step=0118500) Train Loss: 1.1291, Train Steps/Sec: 1.50
[2025-05-12 11:45:55] (Generator) rec_loss: 0.0721, perceptual_loss: 0.3105, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9633, generator_adv_loss: -0.0020, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3339
[2025-05-12 11:45:56] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0135, logits_fake: 0.0040
[2025-05-12 11:45:56] (step=0118600) Train Loss: 1.1705, Train Steps/Sec: 1.50
[2025-05-12 11:47:02] (Generator) rec_loss: 0.0624, perceptual_loss: 0.3066, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9585, generator_adv_loss: -0.0806, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3412
[2025-05-12 11:47:02] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1787, logits_fake: 0.1611
[2025-05-12 11:47:02] (step=0118700) Train Loss: 1.1266, Train Steps/Sec: 1.50
[2025-05-12 11:48:08] (Generator) rec_loss: 0.0433, perceptual_loss: 0.2734, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9600, generator_adv_loss: 0.0552, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2703
[2025-05-12 11:48:09] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1514, logits_fake: -0.1104
[2025-05-12 11:48:09] (step=0118800) Train Loss: 1.1648, Train Steps/Sec: 1.50
[2025-05-12 11:49:15] (Generator) rec_loss: 0.0526, perceptual_loss: 0.3125, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9618, generator_adv_loss: 0.0222, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3159
[2025-05-12 11:49:15] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0518, logits_fake: -0.0444
[2025-05-12 11:49:15] (step=0118900) Train Loss: 1.1711, Train Steps/Sec: 1.50
[2025-05-12 11:50:21] (Generator) rec_loss: 0.0306, perceptual_loss: 0.2734, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9636, generator_adv_loss: 0.0596, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3025
[2025-05-12 11:50:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1211, logits_fake: -0.1191
[2025-05-12 11:50:22] (step=0119000) Train Loss: 1.1947, Train Steps/Sec: 1.50
[2025-05-12 11:51:28] (Generator) rec_loss: 0.0733, perceptual_loss: 0.3008, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9681, generator_adv_loss: -0.0654, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3002
[2025-05-12 11:51:28] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1128, logits_fake: 0.1309
[2025-05-12 11:51:28] (step=0119100) Train Loss: 1.2077, Train Steps/Sec: 1.50
[2025-05-12 11:52:34] (Generator) rec_loss: 0.0370, perceptual_loss: 0.2578, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9643, generator_adv_loss: -0.0206, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3076
[2025-05-12 11:52:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0317, logits_fake: 0.0413
[2025-05-12 11:52:35] (step=0119200) Train Loss: 1.0897, Train Steps/Sec: 1.50
[2025-05-12 11:53:41] (Generator) rec_loss: 0.0684, perceptual_loss: 0.3203, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9639, generator_adv_loss: -0.0498, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2803
[2025-05-12 11:53:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0923, logits_fake: 0.0996
[2025-05-12 11:53:41] (step=0119300) Train Loss: 1.0957, Train Steps/Sec: 1.50
[2025-05-12 11:54:47] (Generator) rec_loss: 0.0739, perceptual_loss: 0.3359, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9684, generator_adv_loss: -0.0022, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3340
[2025-05-12 11:54:48] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0165, logits_fake: 0.0045
[2025-05-12 11:54:48] (step=0119400) Train Loss: 1.1874, Train Steps/Sec: 1.51
[2025-05-12 11:55:54] (Generator) rec_loss: 0.0322, perceptual_loss: 0.2617, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9612, generator_adv_loss: -0.0193, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2807
[2025-05-12 11:55:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0393, logits_fake: 0.0386
[2025-05-12 11:55:54] (step=0119500) Train Loss: 1.1613, Train Steps/Sec: 1.50
[2025-05-12 11:57:00] (Generator) rec_loss: 0.0805, perceptual_loss: 0.2754, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9618, generator_adv_loss: -0.0703, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2973
[2025-05-12 11:57:01] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1475, logits_fake: 0.1406
[2025-05-12 11:57:01] (step=0119600) Train Loss: 1.1276, Train Steps/Sec: 1.50
[2025-05-12 11:58:07] (Generator) rec_loss: 0.0359, perceptual_loss: 0.2520, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9671, generator_adv_loss: 0.0040, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2812
[2025-05-12 11:58:07] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0038, logits_fake: -0.0080
[2025-05-12 11:58:07] (step=0119700) Train Loss: 1.1555, Train Steps/Sec: 1.50
[2025-05-12 11:59:13] (Generator) rec_loss: 0.0346, perceptual_loss: 0.2676, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9646, generator_adv_loss: 0.0063, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2851
[2025-05-12 11:59:14] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0466, logits_fake: -0.0127
[2025-05-12 11:59:14] (step=0119800) Train Loss: 1.1580, Train Steps/Sec: 1.50
[2025-05-12 12:00:20] (Generator) rec_loss: 0.0681, perceptual_loss: 0.3066, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9683, generator_adv_loss: -0.0327, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3286
[2025-05-12 12:00:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0669, logits_fake: 0.0654
[2025-05-12 12:00:20] (step=0119900) Train Loss: 1.1484, Train Steps/Sec: 1.50
[2025-05-12 12:01:26] (Generator) rec_loss: 0.0699, perceptual_loss: 0.2832, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9659, generator_adv_loss: -0.0854, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2815
[2025-05-12 12:01:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1709, logits_fake: 0.1709
[2025-05-12 12:01:27] (step=0120000) Train Loss: 1.1641, Train Steps/Sec: 1.50
[2025-05-12 12:01:30] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0120000.pt
[2025-05-12 12:02:36] (Generator) rec_loss: 0.0541, perceptual_loss: 0.3008, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9652, generator_adv_loss: -0.0601, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2355
[2025-05-12 12:02:37] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0845, logits_fake: 0.1201
[2025-05-12 12:02:37] (step=0120100) Train Loss: 1.0948, Train Steps/Sec: 1.43
[2025-05-12 12:03:43] (Generator) rec_loss: 0.0508, perceptual_loss: 0.2217, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9686, generator_adv_loss: 0.0254, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2628
[2025-05-12 12:03:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0439, logits_fake: -0.0508
[2025-05-12 12:03:43] (step=0120200) Train Loss: 1.1708, Train Steps/Sec: 1.50
[2025-05-12 12:04:49] (Generator) rec_loss: 0.0653, perceptual_loss: 0.2891, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9632, generator_adv_loss: 0.0408, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3136
[2025-05-12 12:04:50] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0693, logits_fake: -0.0815
[2025-05-12 12:04:50] (step=0120300) Train Loss: 1.2095, Train Steps/Sec: 1.50
[2025-05-12 12:05:56] (Generator) rec_loss: 0.0620, perceptual_loss: 0.2832, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9611, generator_adv_loss: 0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3015
[2025-05-12 12:05:56] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.2188, logits_fake: -0.1719
[2025-05-12 12:05:56] (step=0120400) Train Loss: 1.2522, Train Steps/Sec: 1.50
[2025-05-12 12:07:02] (Generator) rec_loss: 0.0543, perceptual_loss: 0.3203, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9640, generator_adv_loss: 0.0109, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3323
[2025-05-12 12:07:03] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0532, logits_fake: -0.0217
[2025-05-12 12:07:03] (step=0120500) Train Loss: 1.2331, Train Steps/Sec: 1.50
[2025-05-12 12:08:09] (Generator) rec_loss: 0.0684, perceptual_loss: 0.2695, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9633, generator_adv_loss: 0.0146, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2541
[2025-05-12 12:08:09] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0017, logits_fake: -0.0293
[2025-05-12 12:08:09] (step=0120600) Train Loss: 1.1722, Train Steps/Sec: 1.50
[2025-05-12 12:09:16] (Generator) rec_loss: 0.0465, perceptual_loss: 0.3008, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9641, generator_adv_loss: -0.0569, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2960
[2025-05-12 12:09:16] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0894, logits_fake: 0.1138
[2025-05-12 12:09:16] (step=0120700) Train Loss: 1.1633, Train Steps/Sec: 1.50
[2025-05-12 12:10:22] (Generator) rec_loss: 0.0709, perceptual_loss: 0.2988, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9655, generator_adv_loss: 0.0115, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3490
[2025-05-12 12:10:23] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0142, logits_fake: -0.0231
[2025-05-12 12:10:23] (step=0120800) Train Loss: 1.1765, Train Steps/Sec: 1.50
[2025-05-12 12:11:29] (Generator) rec_loss: 0.0617, perceptual_loss: 0.3086, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9623, generator_adv_loss: 0.0130, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3304
[2025-05-12 12:11:29] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0762, logits_fake: -0.0260
[2025-05-12 12:11:29] (step=0120900) Train Loss: 1.1856, Train Steps/Sec: 1.50
[2025-05-12 12:12:35] (Generator) rec_loss: 0.0405, perceptual_loss: 0.2793, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9645, generator_adv_loss: 0.0048, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3041
[2025-05-12 12:12:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0168, logits_fake: -0.0096
[2025-05-12 12:12:36] (step=0121000) Train Loss: 1.1594, Train Steps/Sec: 1.50
[2025-05-12 12:13:42] (Generator) rec_loss: 0.0763, perceptual_loss: 0.2930, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9581, generator_adv_loss: -0.0259, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2517
[2025-05-12 12:13:42] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0193, logits_fake: 0.0518
[2025-05-12 12:13:42] (step=0121100) Train Loss: 1.1591, Train Steps/Sec: 1.50
[2025-05-12 12:14:48] (Generator) rec_loss: 0.0562, perceptual_loss: 0.2910, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9605, generator_adv_loss: 0.0001, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3109
[2025-05-12 12:14:49] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.0383, logits_fake: -0.0002
[2025-05-12 12:14:49] (step=0121200) Train Loss: 1.1450, Train Steps/Sec: 1.50
[2025-05-12 12:15:55] (Generator) rec_loss: 0.0684, perceptual_loss: 0.3066, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9608, generator_adv_loss: -0.0728, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3456
[2025-05-12 12:15:55] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.1699, logits_fake: 0.1455
[2025-05-12 12:15:55] (step=0121300) Train Loss: 1.1713, Train Steps/Sec: 1.50
[2025-05-12 12:17:01] (Generator) rec_loss: 0.0402, perceptual_loss: 0.2891, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9631, generator_adv_loss: -0.0481, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2989
[2025-05-12 12:17:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0957, logits_fake: 0.0962
[2025-05-12 12:17:02] (step=0121400) Train Loss: 1.1358, Train Steps/Sec: 1.50
[2025-05-12 12:18:08] (Generator) rec_loss: 0.0727, perceptual_loss: 0.3828, vq_loss: 0.0130, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9629, generator_adv_loss: 0.0427, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3740
[2025-05-12 12:18:09] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1094, logits_fake: -0.0854
[2025-05-12 12:18:09] (step=0121500) Train Loss: 1.1639, Train Steps/Sec: 1.50
[2025-05-12 12:19:15] (Generator) rec_loss: 0.0691, perceptual_loss: 0.3457, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9635, generator_adv_loss: -0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3258
[2025-05-12 12:19:15] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.1230, logits_fake: 0.1719
[2025-05-12 12:19:15] (step=0121600) Train Loss: 1.1370, Train Steps/Sec: 1.50
[2025-05-12 12:20:21] (Generator) rec_loss: 0.0438, perceptual_loss: 0.2715, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9632, generator_adv_loss: -0.0334, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3260
[2025-05-12 12:20:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0742, logits_fake: 0.0669
[2025-05-12 12:20:22] (step=0121700) Train Loss: 1.1357, Train Steps/Sec: 1.50
[2025-05-12 12:21:28] (Generator) rec_loss: 0.0692, perceptual_loss: 0.3223, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9657, generator_adv_loss: -0.0422, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3329
[2025-05-12 12:21:28] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0476, logits_fake: 0.0845
[2025-05-12 12:21:28] (step=0121800) Train Loss: 1.1499, Train Steps/Sec: 1.50
[2025-05-12 12:22:34] (Generator) rec_loss: 0.0520, perceptual_loss: 0.2793, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9586, generator_adv_loss: -0.0464, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3315
[2025-05-12 12:22:35] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0659, logits_fake: 0.0928
[2025-05-12 12:22:35] (step=0121900) Train Loss: 1.1576, Train Steps/Sec: 1.50
[2025-05-12 12:23:41] (Generator) rec_loss: 0.0671, perceptual_loss: 0.3086, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9600, generator_adv_loss: -0.0284, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2992
[2025-05-12 12:23:41] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0242, logits_fake: 0.0569
[2025-05-12 12:23:41] (step=0122000) Train Loss: 1.1077, Train Steps/Sec: 1.50
[2025-05-12 12:24:47] (Generator) rec_loss: 0.0351, perceptual_loss: 0.2461, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9637, generator_adv_loss: 0.0742, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2889
[2025-05-12 12:24:48] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1416, logits_fake: -0.1484
[2025-05-12 12:24:48] (step=0122100) Train Loss: 1.1269, Train Steps/Sec: 1.50
[2025-05-12 12:25:54] (Generator) rec_loss: 0.0571, perceptual_loss: 0.3105, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9653, generator_adv_loss: -0.0065, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3219
[2025-05-12 12:25:54] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0276, logits_fake: 0.0130
[2025-05-12 12:25:54] (step=0122200) Train Loss: 1.2090, Train Steps/Sec: 1.50
[2025-05-12 12:27:01] (Generator) rec_loss: 0.0521, perceptual_loss: 0.2695, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: 0.0075, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3183
[2025-05-12 12:27:01] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0510, logits_fake: -0.0150
[2025-05-12 12:27:01] (step=0122300) Train Loss: 1.1834, Train Steps/Sec: 1.50
[2025-05-12 12:28:07] (Generator) rec_loss: 0.0947, perceptual_loss: 0.3027, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9640, generator_adv_loss: 0.0082, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3052
[2025-05-12 12:28:08] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0167, logits_fake: -0.0164
[2025-05-12 12:28:08] (step=0122400) Train Loss: 1.1416, Train Steps/Sec: 1.50
[2025-05-12 12:29:14] (Generator) rec_loss: 0.0783, perceptual_loss: 0.3184, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9578, generator_adv_loss: -0.0664, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2902
[2025-05-12 12:29:14] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1445, logits_fake: 0.1328
[2025-05-12 12:29:14] (step=0122500) Train Loss: 1.1667, Train Steps/Sec: 1.50
[2025-05-12 12:30:20] (Generator) rec_loss: 0.0660, perceptual_loss: 0.2871, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9568, generator_adv_loss: 0.0245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3031
[2025-05-12 12:30:21] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0253, logits_fake: -0.0491
[2025-05-12 12:30:21] (step=0122600) Train Loss: 1.1732, Train Steps/Sec: 1.50
[2025-05-12 12:31:27] (Generator) rec_loss: 0.0400, perceptual_loss: 0.2637, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9534, generator_adv_loss: 0.0618, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3331
[2025-05-12 12:31:27] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1191, logits_fake: -0.1235
[2025-05-12 12:31:27] (step=0122700) Train Loss: 1.2073, Train Steps/Sec: 1.50
[2025-05-12 12:32:33] (Generator) rec_loss: 0.0259, perceptual_loss: 0.2461, vq_loss: 0.0126, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9583, generator_adv_loss: 0.0236, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2623
[2025-05-12 12:32:34] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0698, logits_fake: -0.0471
[2025-05-12 12:32:34] (step=0122800) Train Loss: 1.2114, Train Steps/Sec: 1.50
[2025-05-12 12:33:40] (Generator) rec_loss: 0.0466, perceptual_loss: 0.2695, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9532, generator_adv_loss: 0.0115, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3007
[2025-05-12 12:33:40] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.0752, logits_fake: -0.0231
[2025-05-12 12:33:40] (step=0122900) Train Loss: 1.1486, Train Steps/Sec: 1.50
[2025-05-12 12:34:46] (Generator) rec_loss: 0.0924, perceptual_loss: 0.3398, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9629, generator_adv_loss: -0.0393, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3643
[2025-05-12 12:34:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0786, logits_fake: 0.0786
[2025-05-12 12:34:47] (step=0123000) Train Loss: 1.1647, Train Steps/Sec: 1.50
[2025-05-12 12:35:53] (Generator) rec_loss: 0.0970, perceptual_loss: 0.3223, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9572, generator_adv_loss: 0.0043, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3408
[2025-05-12 12:35:53] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0011, logits_fake: -0.0085
[2025-05-12 12:35:53] (step=0123100) Train Loss: 1.1677, Train Steps/Sec: 1.50
[2025-05-12 12:36:59] (Generator) rec_loss: 0.0458, perceptual_loss: 0.3105, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9634, generator_adv_loss: 0.0043, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3245
[2025-05-12 12:37:00] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0014, logits_fake: -0.0086
[2025-05-12 12:37:00] (step=0123200) Train Loss: 1.1745, Train Steps/Sec: 1.50
[2025-05-12 12:38:06] (Generator) rec_loss: 0.0677, perceptual_loss: 0.2988, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9641, generator_adv_loss: -0.0096, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3353
[2025-05-12 12:38:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0102, logits_fake: 0.0193
[2025-05-12 12:38:06] (step=0123300) Train Loss: 1.1961, Train Steps/Sec: 1.50
[2025-05-12 12:39:12] (Generator) rec_loss: 0.0293, perceptual_loss: 0.2871, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9589, generator_adv_loss: 0.0262, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2759
[2025-05-12 12:39:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0557, logits_fake: -0.0525
[2025-05-12 12:39:13] (step=0123400) Train Loss: 1.1603, Train Steps/Sec: 1.50
[2025-05-12 12:40:19] (Generator) rec_loss: 0.0419, perceptual_loss: 0.2490, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9636, generator_adv_loss: 0.1089, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2521
[2025-05-12 12:40:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2275, logits_fake: -0.2178
[2025-05-12 12:40:19] (step=0123500) Train Loss: 1.1583, Train Steps/Sec: 1.50
[2025-05-12 12:41:25] (Generator) rec_loss: 0.0833, perceptual_loss: 0.3262, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9535, generator_adv_loss: 0.0308, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2766
[2025-05-12 12:41:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0698, logits_fake: -0.0615
[2025-05-12 12:41:25] (step=0123600) Train Loss: 1.2293, Train Steps/Sec: 1.50
[2025-05-12 12:42:31] (Generator) rec_loss: 0.0365, perceptual_loss: 0.2715, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9613, generator_adv_loss: -0.0192, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2866
[2025-05-12 12:42:32] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0221, logits_fake: 0.0383
[2025-05-12 12:42:32] (step=0123700) Train Loss: 1.2115, Train Steps/Sec: 1.51
[2025-05-12 12:43:38] (Generator) rec_loss: 0.0425, perceptual_loss: 0.2793, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9614, generator_adv_loss: 0.0129, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3087
[2025-05-12 12:43:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0322, logits_fake: -0.0258
[2025-05-12 12:43:38] (step=0123800) Train Loss: 1.1407, Train Steps/Sec: 1.50
[2025-05-12 12:44:45] (Generator) rec_loss: 0.0566, perceptual_loss: 0.3008, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9572, generator_adv_loss: 0.0195, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2828
[2025-05-12 12:44:45] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0056, logits_fake: -0.0391
[2025-05-12 12:44:45] (step=0123900) Train Loss: 1.1647, Train Steps/Sec: 1.50
[2025-05-12 12:45:51] (Generator) rec_loss: 0.0829, perceptual_loss: 0.3047, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9624, generator_adv_loss: 0.0193, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3296
[2025-05-12 12:45:52] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0322, logits_fake: -0.0386
[2025-05-12 12:45:52] (step=0124000) Train Loss: 1.1683, Train Steps/Sec: 1.50
[2025-05-12 12:46:58] (Generator) rec_loss: 0.0445, perceptual_loss: 0.2812, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9601, generator_adv_loss: 0.0075, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3070
[2025-05-12 12:46:58] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0025, logits_fake: -0.0150
[2025-05-12 12:46:58] (step=0124100) Train Loss: 1.2160, Train Steps/Sec: 1.50
[2025-05-12 12:48:04] (Generator) rec_loss: 0.0334, perceptual_loss: 0.2793, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9588, generator_adv_loss: 0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3121
[2025-05-12 12:48:04] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1113, logits_fake: -0.1416
[2025-05-12 12:48:04] (step=0124200) Train Loss: 1.1644, Train Steps/Sec: 1.51
[2025-05-12 12:49:11] (Generator) rec_loss: 0.0511, perceptual_loss: 0.2852, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: -0.0294, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3132
[2025-05-12 12:49:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0569, logits_fake: 0.0588
[2025-05-12 12:49:11] (step=0124300) Train Loss: 1.1590, Train Steps/Sec: 1.50
[2025-05-12 12:50:17] (Generator) rec_loss: 0.0662, perceptual_loss: 0.3008, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9623, generator_adv_loss: -0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3107
[2025-05-12 12:50:17] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1245, logits_fake: 0.1445
[2025-05-12 12:50:17] (step=0124400) Train Loss: 1.1504, Train Steps/Sec: 1.50
[2025-05-12 12:51:24] (Generator) rec_loss: 0.0335, perceptual_loss: 0.2891, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9596, generator_adv_loss: 0.0260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3345
[2025-05-12 12:51:24] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0806, logits_fake: -0.0520
[2025-05-12 12:51:24] (step=0124500) Train Loss: 1.1671, Train Steps/Sec: 1.50
[2025-05-12 12:52:30] (Generator) rec_loss: 0.0437, perceptual_loss: 0.2949, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9608, generator_adv_loss: -0.0168, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3473
[2025-05-12 12:52:30] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0381, logits_fake: 0.0337
[2025-05-12 12:52:30] (step=0124600) Train Loss: 1.1421, Train Steps/Sec: 1.50
[2025-05-12 12:53:37] (Generator) rec_loss: 0.0395, perceptual_loss: 0.2773, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9650, generator_adv_loss: 0.0544, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3186
[2025-05-12 12:53:37] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1289, logits_fake: -0.1089
[2025-05-12 12:53:37] (step=0124700) Train Loss: 1.1927, Train Steps/Sec: 1.50
[2025-05-12 12:54:43] (Generator) rec_loss: 0.0323, perceptual_loss: 0.2734, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9618, generator_adv_loss: 0.0256, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2532
[2025-05-12 12:54:44] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0703, logits_fake: -0.0513
[2025-05-12 12:54:44] (step=0124800) Train Loss: 1.2050, Train Steps/Sec: 1.50
[2025-05-12 12:55:50] (Generator) rec_loss: 0.0315, perceptual_loss: 0.2578, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9597, generator_adv_loss: 0.0177, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2856
[2025-05-12 12:55:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0337, logits_fake: -0.0354
[2025-05-12 12:55:50] (step=0124900) Train Loss: 1.1968, Train Steps/Sec: 1.51
[2025-05-12 12:56:56] (Generator) rec_loss: 0.0625, perceptual_loss: 0.2656, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9623, generator_adv_loss: 0.0126, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2875
[2025-05-12 12:56:56] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0522, logits_fake: -0.0251
[2025-05-12 12:56:56] (step=0125000) Train Loss: 1.1492, Train Steps/Sec: 1.50
[2025-05-12 12:57:00] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0125000.pt
[2025-05-12 12:58:06] (Generator) rec_loss: 0.0467, perceptual_loss: 0.2832, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9643, generator_adv_loss: 0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3068
[2025-05-12 12:58:07] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1235, logits_fake: -0.1367
[2025-05-12 12:58:07] (step=0125100) Train Loss: 1.1888, Train Steps/Sec: 1.42
[2025-05-12 12:59:13] (Generator) rec_loss: 0.0484, perceptual_loss: 0.3164, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9627, generator_adv_loss: 0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2835
[2025-05-12 12:59:13] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1416
[2025-05-12 12:59:13] (step=0125200) Train Loss: 1.2129, Train Steps/Sec: 1.50
[2025-05-12 13:00:19] (Generator) rec_loss: 0.0525, perceptual_loss: 0.2754, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9681, generator_adv_loss: -0.0603, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3349
[2025-05-12 13:00:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1226, logits_fake: 0.1206
[2025-05-12 13:00:20] (step=0125300) Train Loss: 1.1893, Train Steps/Sec: 1.50
[2025-05-12 13:01:26] (Generator) rec_loss: 0.0382, perceptual_loss: 0.2539, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9647, generator_adv_loss: -0.0352, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2640
[2025-05-12 13:01:26] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0903, logits_fake: 0.0703
[2025-05-12 13:01:26] (step=0125400) Train Loss: 1.1425, Train Steps/Sec: 1.51
[2025-05-12 13:02:32] (Generator) rec_loss: 0.0982, perceptual_loss: 0.2949, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9659, generator_adv_loss: -0.0292, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3005
[2025-05-12 13:02:33] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0898, logits_fake: 0.0583
[2025-05-12 13:02:33] (step=0125500) Train Loss: 1.1152, Train Steps/Sec: 1.50
[2025-05-12 13:03:39] (Generator) rec_loss: 0.0454, perceptual_loss: 0.2734, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9624, generator_adv_loss: 0.0425, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2888
[2025-05-12 13:03:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0864, logits_fake: -0.0850
[2025-05-12 13:03:39] (step=0125600) Train Loss: 1.2040, Train Steps/Sec: 1.50
[2025-05-12 13:04:45] (Generator) rec_loss: 0.0861, perceptual_loss: 0.2812, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9665, generator_adv_loss: -0.0104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2945
[2025-05-12 13:04:46] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.0366, logits_fake: 0.0209
[2025-05-12 13:04:46] (step=0125700) Train Loss: 1.1629, Train Steps/Sec: 1.50
[2025-05-12 13:05:52] (Generator) rec_loss: 0.0403, perceptual_loss: 0.2637, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9606, generator_adv_loss: -0.0535, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3378
[2025-05-12 13:05:52] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0923, logits_fake: 0.1069
[2025-05-12 13:05:52] (step=0125800) Train Loss: 1.1457, Train Steps/Sec: 1.50
[2025-05-12 13:06:58] (Generator) rec_loss: 0.0457, perceptual_loss: 0.2793, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9637, generator_adv_loss: -0.0383, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2808
[2025-05-12 13:06:59] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0554, logits_fake: 0.0767
[2025-05-12 13:06:59] (step=0125900) Train Loss: 1.1216, Train Steps/Sec: 1.50
[2025-05-12 13:08:05] (Generator) rec_loss: 0.0241, perceptual_loss: 0.2812, vq_loss: 0.0127, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9641, generator_adv_loss: -0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2989
[2025-05-12 13:08:05] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1387, logits_fake: 0.1553
[2025-05-12 13:08:05] (step=0126000) Train Loss: 1.1009, Train Steps/Sec: 1.50
[2025-05-12 13:09:11] (Generator) rec_loss: 0.0834, perceptual_loss: 0.2988, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9626, generator_adv_loss: -0.1104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3310
[2025-05-12 13:09:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2139, logits_fake: 0.2207
[2025-05-12 13:09:12] (step=0126100) Train Loss: 1.1108, Train Steps/Sec: 1.50
[2025-05-12 13:10:18] (Generator) rec_loss: 0.0452, perceptual_loss: 0.3066, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9629, generator_adv_loss: -0.0280, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2817
[2025-05-12 13:10:18] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0615, logits_fake: 0.0559
[2025-05-12 13:10:18] (step=0126200) Train Loss: 1.1017, Train Steps/Sec: 1.50
[2025-05-12 13:11:25] (Generator) rec_loss: 0.0564, perceptual_loss: 0.2812, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9634, generator_adv_loss: -0.0089, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2753
[2025-05-12 13:11:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0091, logits_fake: 0.0178
[2025-05-12 13:11:25] (step=0126300) Train Loss: 1.0865, Train Steps/Sec: 1.50
[2025-05-12 13:12:31] (Generator) rec_loss: 0.0579, perceptual_loss: 0.2871, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9557, generator_adv_loss: -0.0830, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2669
[2025-05-12 13:12:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1660, logits_fake: 0.1660
[2025-05-12 13:12:32] (step=0126400) Train Loss: 1.1444, Train Steps/Sec: 1.50
[2025-05-12 13:13:38] (Generator) rec_loss: 0.0612, perceptual_loss: 0.2949, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9679, generator_adv_loss: 0.0579, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3370
[2025-05-12 13:13:38] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1016, logits_fake: -0.1157
[2025-05-12 13:13:38] (step=0126500) Train Loss: 1.1798, Train Steps/Sec: 1.50
[2025-05-12 13:14:44] (Generator) rec_loss: 0.0765, perceptual_loss: 0.2754, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9677, generator_adv_loss: -0.0894, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2832
[2025-05-12 13:14:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1836, logits_fake: 0.1787
[2025-05-12 13:14:44] (step=0126600) Train Loss: 1.1397, Train Steps/Sec: 1.50
[2025-05-12 13:15:50] (Generator) rec_loss: 0.0227, perceptual_loss: 0.2676, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9600, generator_adv_loss: -0.0466, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2716
[2025-05-12 13:15:51] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.1167, logits_fake: 0.0933
[2025-05-12 13:15:51] (step=0126700) Train Loss: 1.1374, Train Steps/Sec: 1.51
[2025-05-12 13:16:57] (Generator) rec_loss: 0.0664, perceptual_loss: 0.2949, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9600, generator_adv_loss: -0.0757, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3223
[2025-05-12 13:16:57] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1543, logits_fake: 0.1514
[2025-05-12 13:16:57] (step=0126800) Train Loss: 1.0997, Train Steps/Sec: 1.50
[2025-05-12 13:18:03] (Generator) rec_loss: 0.0484, perceptual_loss: 0.3105, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9544, generator_adv_loss: 0.0417, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2950
[2025-05-12 13:18:04] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0469, logits_fake: -0.0835
[2025-05-12 13:18:04] (step=0126900) Train Loss: 1.1456, Train Steps/Sec: 1.50
[2025-05-12 13:19:10] (Generator) rec_loss: 0.0365, perceptual_loss: 0.2930, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9626, generator_adv_loss: -0.0023, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2923
[2025-05-12 13:19:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0072, logits_fake: 0.0046
[2025-05-12 13:19:10] (step=0127000) Train Loss: 1.1954, Train Steps/Sec: 1.51
[2025-05-12 13:20:17] (Generator) rec_loss: 0.0753, perceptual_loss: 0.2949, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9633, generator_adv_loss: 0.0513, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2799
[2025-05-12 13:20:17] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0947, logits_fake: -0.1025
[2025-05-12 13:20:17] (step=0127100) Train Loss: 1.1659, Train Steps/Sec: 1.50
[2025-05-12 13:21:23] (Generator) rec_loss: 0.0588, perceptual_loss: 0.2969, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9650, generator_adv_loss: 0.0381, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3151
[2025-05-12 13:21:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0884, logits_fake: -0.0762
[2025-05-12 13:21:23] (step=0127200) Train Loss: 1.2387, Train Steps/Sec: 1.50
[2025-05-12 13:22:29] (Generator) rec_loss: 0.0501, perceptual_loss: 0.2812, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9636, generator_adv_loss: 0.0262, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2850
[2025-05-12 13:22:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0496, logits_fake: -0.0525
[2025-05-12 13:22:30] (step=0127300) Train Loss: 1.1655, Train Steps/Sec: 1.50
[2025-05-12 13:23:36] (Generator) rec_loss: 0.0765, perceptual_loss: 0.3047, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9590, generator_adv_loss: 0.0366, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2987
[2025-05-12 13:23:36] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0515, logits_fake: -0.0732
[2025-05-12 13:23:36] (step=0127400) Train Loss: 1.1708, Train Steps/Sec: 1.50
[2025-05-12 13:24:43] (Generator) rec_loss: 0.0515, perceptual_loss: 0.2812, vq_loss: 0.0122, commit_loss: 0.0030, entropy_loss: 0.0000, codebook_usage: 0.9568, generator_adv_loss: 0.0452, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2662
[2025-05-12 13:24:43] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0776, logits_fake: -0.0903
[2025-05-12 13:24:43] (step=0127500) Train Loss: 1.2146, Train Steps/Sec: 1.50
[2025-05-12 13:25:49] (Generator) rec_loss: 0.0525, perceptual_loss: 0.3086, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9638, generator_adv_loss: -0.0854, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3080
[2025-05-12 13:25:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1631, logits_fake: 0.1709
[2025-05-12 13:25:49] (step=0127600) Train Loss: 1.1341, Train Steps/Sec: 1.50
[2025-05-12 13:26:56] (Generator) rec_loss: 0.1150, perceptual_loss: 0.3105, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9604, generator_adv_loss: -0.0469, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2949
[2025-05-12 13:26:56] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0669, logits_fake: 0.0938
[2025-05-12 13:26:56] (step=0127700) Train Loss: 1.1175, Train Steps/Sec: 1.50
[2025-05-12 13:28:02] (Generator) rec_loss: 0.0623, perceptual_loss: 0.3105, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9624, generator_adv_loss: 0.0449, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3366
[2025-05-12 13:28:02] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0713, logits_fake: -0.0898
[2025-05-12 13:28:02] (step=0127800) Train Loss: 1.1771, Train Steps/Sec: 1.50
[2025-05-12 13:29:08] (Generator) rec_loss: 0.0409, perceptual_loss: 0.2383, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9638, generator_adv_loss: -0.0017, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2682
[2025-05-12 13:29:09] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0205, logits_fake: 0.0034
[2025-05-12 13:29:09] (step=0127900) Train Loss: 1.1613, Train Steps/Sec: 1.50
[2025-05-12 13:30:15] (Generator) rec_loss: 0.0457, perceptual_loss: 0.3105, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9614, generator_adv_loss: 0.0166, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3076
[2025-05-12 13:30:15] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0121, logits_fake: -0.0332
[2025-05-12 13:30:15] (step=0128000) Train Loss: 1.1945, Train Steps/Sec: 1.51
[2025-05-12 13:31:21] (Generator) rec_loss: 0.0503, perceptual_loss: 0.3203, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9662, generator_adv_loss: -0.0474, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3198
[2025-05-12 13:31:22] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0649, logits_fake: 0.0947
[2025-05-12 13:31:22] (step=0128100) Train Loss: 1.1627, Train Steps/Sec: 1.51
[2025-05-12 13:32:28] (Generator) rec_loss: 0.0741, perceptual_loss: 0.3008, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9555, generator_adv_loss: -0.0356, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3103
[2025-05-12 13:32:28] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0510, logits_fake: 0.0713
[2025-05-12 13:32:28] (step=0128200) Train Loss: 1.1266, Train Steps/Sec: 1.50
[2025-05-12 13:33:34] (Generator) rec_loss: 0.0399, perceptual_loss: 0.2930, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9634, generator_adv_loss: 0.0342, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2681
[2025-05-12 13:33:35] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0801, logits_fake: -0.0684
[2025-05-12 13:33:35] (step=0128300) Train Loss: 1.1267, Train Steps/Sec: 1.50
[2025-05-12 13:34:41] (Generator) rec_loss: 0.0542, perceptual_loss: 0.2891, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9645, generator_adv_loss: -0.0491, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2888
[2025-05-12 13:34:41] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.0432, logits_fake: 0.0981
[2025-05-12 13:34:41] (step=0128400) Train Loss: 1.1781, Train Steps/Sec: 1.51
[2025-05-12 13:35:47] (Generator) rec_loss: 0.0481, perceptual_loss: 0.2812, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9636, generator_adv_loss: 0.0371, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2859
[2025-05-12 13:35:48] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0581, logits_fake: -0.0742
[2025-05-12 13:35:48] (step=0128500) Train Loss: 1.1508, Train Steps/Sec: 1.51
[2025-05-12 13:36:54] (Generator) rec_loss: 0.0432, perceptual_loss: 0.2773, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9616, generator_adv_loss: -0.0302, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2835
[2025-05-12 13:36:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0625, logits_fake: 0.0603
[2025-05-12 13:36:54] (step=0128600) Train Loss: 1.1036, Train Steps/Sec: 1.50
[2025-05-12 13:38:00] (Generator) rec_loss: 0.0479, perceptual_loss: 0.2520, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9629, generator_adv_loss: 0.0106, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2421
[2025-05-12 13:38:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0156, logits_fake: -0.0212
[2025-05-12 13:38:01] (step=0128700) Train Loss: 1.1464, Train Steps/Sec: 1.50
[2025-05-12 13:39:07] (Generator) rec_loss: 0.0271, perceptual_loss: 0.2480, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9662, generator_adv_loss: -0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2781
[2025-05-12 13:39:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1040, logits_fake: 0.1118
[2025-05-12 13:39:07] (step=0128800) Train Loss: 1.1473, Train Steps/Sec: 1.50
[2025-05-12 13:40:13] (Generator) rec_loss: 0.0805, perceptual_loss: 0.3301, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9625, generator_adv_loss: 0.0422, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3297
[2025-05-12 13:40:13] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0698, logits_fake: -0.0845
[2025-05-12 13:40:13] (step=0128900) Train Loss: 1.1357, Train Steps/Sec: 1.50
[2025-05-12 13:41:20] (Generator) rec_loss: 0.0389, perceptual_loss: 0.2812, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9648, generator_adv_loss: -0.0080, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2764
[2025-05-12 13:41:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0114, logits_fake: 0.0160
[2025-05-12 13:41:20] (step=0129000) Train Loss: 1.1832, Train Steps/Sec: 1.50
[2025-05-12 13:42:26] (Generator) rec_loss: 0.0368, perceptual_loss: 0.2617, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9682, generator_adv_loss: 0.0310, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2592
[2025-05-12 13:42:26] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0796, logits_fake: -0.0620
[2025-05-12 13:42:26] (step=0129100) Train Loss: 1.1849, Train Steps/Sec: 1.50
[2025-05-12 13:43:33] (Generator) rec_loss: 0.1126, perceptual_loss: 0.2832, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9691, generator_adv_loss: -0.1245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2704
[2025-05-12 13:43:33] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.1924, logits_fake: 0.2490
[2025-05-12 13:43:33] (step=0129200) Train Loss: 1.1327, Train Steps/Sec: 1.50
[2025-05-12 13:44:39] (Generator) rec_loss: 0.0522, perceptual_loss: 0.2949, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9673, generator_adv_loss: -0.0518, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2955
[2025-05-12 13:44:39] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.1270, logits_fake: 0.1035
[2025-05-12 13:44:39] (step=0129300) Train Loss: 1.1040, Train Steps/Sec: 1.50
[2025-05-12 13:45:46] (Generator) rec_loss: 0.0314, perceptual_loss: 0.2949, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9620, generator_adv_loss: -0.0376, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2866
[2025-05-12 13:45:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0728, logits_fake: 0.0752
[2025-05-12 13:45:46] (step=0129400) Train Loss: 1.1482, Train Steps/Sec: 1.50
[2025-05-12 13:46:52] (Generator) rec_loss: 0.0501, perceptual_loss: 0.2617, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9645, generator_adv_loss: -0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2772
[2025-05-12 13:46:53] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.1006, logits_fake: 0.0776
[2025-05-12 13:46:53] (step=0129500) Train Loss: 1.0987, Train Steps/Sec: 1.50
[2025-05-12 13:47:59] (Generator) rec_loss: 0.0266, perceptual_loss: 0.2422, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9638, generator_adv_loss: 0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2554
[2025-05-12 13:47:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1602, logits_fake: -0.1592
[2025-05-12 13:47:59] (step=0129600) Train Loss: 1.1223, Train Steps/Sec: 1.50
[2025-05-12 13:49:05] (Generator) rec_loss: 0.0360, perceptual_loss: 0.2754, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9588, generator_adv_loss: 0.0023, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3251
[2025-05-12 13:49:06] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0188, logits_fake: -0.0046
[2025-05-12 13:49:06] (step=0129700) Train Loss: 1.1755, Train Steps/Sec: 1.50
[2025-05-12 13:50:12] (Generator) rec_loss: 0.0488, perceptual_loss: 0.2793, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9632, generator_adv_loss: -0.0045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3175
[2025-05-12 13:50:12] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0239, logits_fake: 0.0090
[2025-05-12 13:50:12] (step=0129800) Train Loss: 1.1593, Train Steps/Sec: 1.50
[2025-05-12 13:51:18] (Generator) rec_loss: 0.0367, perceptual_loss: 0.2949, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9628, generator_adv_loss: 0.0095, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3142
[2025-05-12 13:51:19] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0586, logits_fake: -0.0190
[2025-05-12 13:51:19] (step=0129900) Train Loss: 1.1538, Train Steps/Sec: 1.50
[2025-05-12 13:52:25] (Generator) rec_loss: 0.0462, perceptual_loss: 0.3047, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9629, generator_adv_loss: 0.0593, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3362
[2025-05-12 13:52:25] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1035, logits_fake: -0.1187
[2025-05-12 13:52:25] (step=0130000) Train Loss: 1.2046, Train Steps/Sec: 1.50
[2025-05-12 13:52:29] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0130000.pt
[2025-05-12 13:53:35] (Generator) rec_loss: 0.0698, perceptual_loss: 0.3047, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9604, generator_adv_loss: 0.0527, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2913
[2025-05-12 13:53:35] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0854, logits_fake: -0.1055
[2025-05-12 13:53:35] (step=0130100) Train Loss: 1.2003, Train Steps/Sec: 1.43
[2025-05-12 13:54:41] (Generator) rec_loss: 0.0240, perceptual_loss: 0.2598, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9552, generator_adv_loss: 0.0732, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3088
[2025-05-12 13:54:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1387, logits_fake: -0.1465
[2025-05-12 13:54:42] (step=0130200) Train Loss: 1.2362, Train Steps/Sec: 1.50
[2025-05-12 13:55:48] (Generator) rec_loss: 0.0561, perceptual_loss: 0.2793, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9607, generator_adv_loss: 0.0564, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2696
[2025-05-12 13:55:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1152, logits_fake: -0.1128
[2025-05-12 13:55:48] (step=0130300) Train Loss: 1.2243, Train Steps/Sec: 1.50
[2025-05-12 13:56:54] (Generator) rec_loss: 0.0589, perceptual_loss: 0.2930, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9638, generator_adv_loss: -0.0284, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2881
[2025-05-12 13:56:55] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0282, logits_fake: 0.0569
[2025-05-12 13:56:55] (step=0130400) Train Loss: 1.1434, Train Steps/Sec: 1.50
[2025-05-12 13:58:01] (Generator) rec_loss: 0.0540, perceptual_loss: 0.2949, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9667, generator_adv_loss: -0.0183, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2840
[2025-05-12 13:58:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0354, logits_fake: 0.0366
[2025-05-12 13:58:01] (step=0130500) Train Loss: 1.1504, Train Steps/Sec: 1.50
[2025-05-12 13:59:07] (Generator) rec_loss: 0.0626, perceptual_loss: 0.2793, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9613, generator_adv_loss: 0.0045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2943
[2025-05-12 13:59:08] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0294, logits_fake: -0.0090
[2025-05-12 13:59:08] (step=0130600) Train Loss: 1.1436, Train Steps/Sec: 1.50
[2025-05-12 14:00:14] (Generator) rec_loss: 0.0764, perceptual_loss: 0.3398, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9573, generator_adv_loss: 0.0283, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3427
[2025-05-12 14:00:14] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0830, logits_fake: -0.0566
[2025-05-12 14:00:14] (step=0130700) Train Loss: 1.2022, Train Steps/Sec: 1.50
[2025-05-12 14:01:20] (Generator) rec_loss: 0.0575, perceptual_loss: 0.2852, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9543, generator_adv_loss: 0.0977, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2549
[2025-05-12 14:01:21] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1768, logits_fake: -0.1953
[2025-05-12 14:01:21] (step=0130800) Train Loss: 1.1755, Train Steps/Sec: 1.50
[2025-05-12 14:02:27] (Generator) rec_loss: 0.0598, perceptual_loss: 0.2637, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9585, generator_adv_loss: 0.0496, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3494
[2025-05-12 14:02:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0933, logits_fake: -0.0991
[2025-05-12 14:02:27] (step=0130900) Train Loss: 1.2128, Train Steps/Sec: 1.50
[2025-05-12 14:03:33] (Generator) rec_loss: 0.0469, perceptual_loss: 0.2734, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9625, generator_adv_loss: 0.0054, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2820
[2025-05-12 14:03:34] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0072, logits_fake: -0.0108
[2025-05-12 14:03:34] (step=0131000) Train Loss: 1.1332, Train Steps/Sec: 1.50
[2025-05-12 14:04:40] (Generator) rec_loss: 0.0386, perceptual_loss: 0.3086, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9623, generator_adv_loss: -0.0383, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3397
[2025-05-12 14:04:40] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0623, logits_fake: 0.0767
[2025-05-12 14:04:40] (step=0131100) Train Loss: 1.1717, Train Steps/Sec: 1.50
[2025-05-12 14:05:46] (Generator) rec_loss: 0.0427, perceptual_loss: 0.2793, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9644, generator_adv_loss: 0.0442, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2986
[2025-05-12 14:05:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0879, logits_fake: -0.0884
[2025-05-12 14:05:47] (step=0131200) Train Loss: 1.1312, Train Steps/Sec: 1.50
[2025-05-12 14:06:53] (Generator) rec_loss: 0.0665, perceptual_loss: 0.2852, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9605, generator_adv_loss: 0.0547, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2587
[2025-05-12 14:06:53] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1289, logits_fake: -0.1094
[2025-05-12 14:06:53] (step=0131300) Train Loss: 1.2059, Train Steps/Sec: 1.50
[2025-05-12 14:07:59] (Generator) rec_loss: 0.0565, perceptual_loss: 0.2871, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9615, generator_adv_loss: -0.0245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3441
[2025-05-12 14:08:00] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0361, logits_fake: 0.0491
[2025-05-12 14:08:00] (step=0131400) Train Loss: 1.1587, Train Steps/Sec: 1.50
[2025-05-12 14:09:06] (Generator) rec_loss: 0.0670, perceptual_loss: 0.3145, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9659, generator_adv_loss: -0.0145, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2808
[2025-05-12 14:09:06] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.0361, logits_fake: 0.0289
[2025-05-12 14:09:06] (step=0131500) Train Loss: 1.1622, Train Steps/Sec: 1.50
[2025-05-12 14:10:12] (Generator) rec_loss: 0.0642, perceptual_loss: 0.2715, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9689, generator_adv_loss: 0.0067, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2884
[2025-05-12 14:10:13] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0017, logits_fake: -0.0134
[2025-05-12 14:10:13] (step=0131600) Train Loss: 1.2070, Train Steps/Sec: 1.50
[2025-05-12 14:11:19] (Generator) rec_loss: 0.0763, perceptual_loss: 0.3281, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9645, generator_adv_loss: -0.0004, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3123
[2025-05-12 14:11:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0031, logits_fake: 0.0007
[2025-05-12 14:11:19] (step=0131700) Train Loss: 1.1616, Train Steps/Sec: 1.50
[2025-05-12 14:12:25] (Generator) rec_loss: 0.0572, perceptual_loss: 0.2754, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9599, generator_adv_loss: 0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3027
[2025-05-12 14:12:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1523, logits_fake: -0.1543
[2025-05-12 14:12:26] (step=0131800) Train Loss: 1.1818, Train Steps/Sec: 1.50
[2025-05-12 14:13:32] (Generator) rec_loss: 0.0781, perceptual_loss: 0.2812, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9675, generator_adv_loss: -0.0092, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2934
[2025-05-12 14:13:32] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0371, logits_fake: 0.0184
[2025-05-12 14:13:32] (step=0131900) Train Loss: 1.1722, Train Steps/Sec: 1.50
[2025-05-12 14:14:38] (Generator) rec_loss: 0.0848, perceptual_loss: 0.3047, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9632, generator_adv_loss: -0.0381, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3035
[2025-05-12 14:14:38] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0471, logits_fake: 0.0762
[2025-05-12 14:14:38] (step=0132000) Train Loss: 1.1677, Train Steps/Sec: 1.51
[2025-05-12 14:15:45] (Generator) rec_loss: 0.0296, perceptual_loss: 0.2617, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9631, generator_adv_loss: 0.0114, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2858
[2025-05-12 14:15:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0311, logits_fake: -0.0227
[2025-05-12 14:15:45] (step=0132100) Train Loss: 1.1466, Train Steps/Sec: 1.50
[2025-05-12 14:16:51] (Generator) rec_loss: 0.0364, perceptual_loss: 0.2852, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9647, generator_adv_loss: -0.0056, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3294
[2025-05-12 14:16:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0084, logits_fake: 0.0113
[2025-05-12 14:16:52] (step=0132200) Train Loss: 1.1438, Train Steps/Sec: 1.50
[2025-05-12 14:17:57] (Generator) rec_loss: 0.0356, perceptual_loss: 0.2773, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9570, generator_adv_loss: -0.0378, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2995
[2025-05-12 14:17:58] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0474, logits_fake: 0.0757
[2025-05-12 14:17:58] (step=0132300) Train Loss: 1.1283, Train Steps/Sec: 1.51
[2025-05-12 14:19:04] (Generator) rec_loss: 0.0399, perceptual_loss: 0.2539, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9619, generator_adv_loss: 0.0172, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2342
[2025-05-12 14:19:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0364, logits_fake: -0.0344
[2025-05-12 14:19:04] (step=0132400) Train Loss: 1.1405, Train Steps/Sec: 1.50
[2025-05-12 14:20:10] (Generator) rec_loss: 0.0710, perceptual_loss: 0.3262, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9637, generator_adv_loss: -0.0021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3383
[2025-05-12 14:20:11] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0160, logits_fake: 0.0043
[2025-05-12 14:20:11] (step=0132500) Train Loss: 1.1652, Train Steps/Sec: 1.50
[2025-05-12 14:21:17] (Generator) rec_loss: 0.0291, perceptual_loss: 0.2578, vq_loss: 0.0130, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9594, generator_adv_loss: 0.0075, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2853
[2025-05-12 14:21:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0164, logits_fake: -0.0150
[2025-05-12 14:21:18] (step=0132600) Train Loss: 1.1428, Train Steps/Sec: 1.50
[2025-05-12 14:22:24] (Generator) rec_loss: 0.0305, perceptual_loss: 0.2695, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9621, generator_adv_loss: -0.0243, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2951
[2025-05-12 14:22:24] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0134, logits_fake: 0.0486
[2025-05-12 14:22:24] (step=0132700) Train Loss: 1.1225, Train Steps/Sec: 1.50
[2025-05-12 14:23:30] (Generator) rec_loss: 0.0583, perceptual_loss: 0.2930, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9653, generator_adv_loss: 0.0317, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3156
[2025-05-12 14:23:31] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1021, logits_fake: -0.0635
[2025-05-12 14:23:31] (step=0132800) Train Loss: 1.1312, Train Steps/Sec: 1.50
[2025-05-12 14:24:37] (Generator) rec_loss: 0.0771, perceptual_loss: 0.3203, vq_loss: 0.0126, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9666, generator_adv_loss: -0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3395
[2025-05-12 14:24:37] (Discriminator) discriminator_adv_loss: 0.4824, disc_weight: 0.5000, logits_real: 0.2285, logits_fake: 0.1562
[2025-05-12 14:24:37] (step=0132900) Train Loss: 1.1605, Train Steps/Sec: 1.50
[2025-05-12 14:25:43] (Generator) rec_loss: 0.0624, perceptual_loss: 0.3184, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9641, generator_adv_loss: 0.0569, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3283
[2025-05-12 14:25:44] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0806, logits_fake: -0.1138
[2025-05-12 14:25:44] (step=0133000) Train Loss: 1.1575, Train Steps/Sec: 1.50
[2025-05-12 14:26:50] (Generator) rec_loss: 0.0797, perceptual_loss: 0.2949, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9634, generator_adv_loss: -0.0183, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3017
[2025-05-12 14:26:50] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0181, logits_fake: 0.0366
[2025-05-12 14:26:50] (step=0133100) Train Loss: 1.1835, Train Steps/Sec: 1.51
[2025-05-12 14:27:56] (Generator) rec_loss: 0.0689, perceptual_loss: 0.2637, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9585, generator_adv_loss: 0.0322, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3061
[2025-05-12 14:27:56] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0518, logits_fake: -0.0645
[2025-05-12 14:27:56] (step=0133200) Train Loss: 1.2058, Train Steps/Sec: 1.50
[2025-05-12 14:29:02] (Generator) rec_loss: 0.1014, perceptual_loss: 0.4082, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9645, generator_adv_loss: -0.0164, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4105
[2025-05-12 14:29:03] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0133, logits_fake: 0.0327
[2025-05-12 14:29:03] (step=0133300) Train Loss: 1.1878, Train Steps/Sec: 1.50
[2025-05-12 14:30:09] (Generator) rec_loss: 0.0677, perceptual_loss: 0.3008, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9651, generator_adv_loss: -0.0505, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3249
[2025-05-12 14:30:10] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0874, logits_fake: 0.1011
[2025-05-12 14:30:10] (step=0133400) Train Loss: 1.1675, Train Steps/Sec: 1.50
[2025-05-12 14:31:16] (Generator) rec_loss: 0.0668, perceptual_loss: 0.3105, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9614, generator_adv_loss: -0.0669, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3414
[2025-05-12 14:31:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1260, logits_fake: 0.1338
[2025-05-12 14:31:16] (step=0133500) Train Loss: 1.1046, Train Steps/Sec: 1.50
[2025-05-12 14:32:22] (Generator) rec_loss: 0.0554, perceptual_loss: 0.2930, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9562, generator_adv_loss: -0.0003, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2981
[2025-05-12 14:32:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0003, logits_fake: 0.0006
[2025-05-12 14:32:23] (step=0133600) Train Loss: 1.1979, Train Steps/Sec: 1.50
[2025-05-12 14:33:29] (Generator) rec_loss: 0.0498, perceptual_loss: 0.2559, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9622, generator_adv_loss: 0.0302, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2652
[2025-05-12 14:33:29] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0371, logits_fake: -0.0603
[2025-05-12 14:33:29] (step=0133700) Train Loss: 1.1453, Train Steps/Sec: 1.50
[2025-05-12 14:34:35] (Generator) rec_loss: 0.0225, perceptual_loss: 0.2910, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9559, generator_adv_loss: -0.0155, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2964
[2025-05-12 14:34:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0254, logits_fake: 0.0310
[2025-05-12 14:34:36] (step=0133800) Train Loss: 1.1567, Train Steps/Sec: 1.50
[2025-05-12 14:35:42] (Generator) rec_loss: 0.0421, perceptual_loss: 0.2969, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9591, generator_adv_loss: 0.0125, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2836
[2025-05-12 14:35:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0288, logits_fake: -0.0250
[2025-05-12 14:35:42] (step=0133900) Train Loss: 1.1402, Train Steps/Sec: 1.50
[2025-05-12 14:36:48] (Generator) rec_loss: 0.0504, perceptual_loss: 0.2812, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9602, generator_adv_loss: -0.0013, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2909
[2025-05-12 14:36:49] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.0374, logits_fake: 0.0027
[2025-05-12 14:36:49] (step=0134000) Train Loss: 1.1173, Train Steps/Sec: 1.50
[2025-05-12 14:37:55] (Generator) rec_loss: 0.0387, perceptual_loss: 0.2520, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9632, generator_adv_loss: -0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2812
[2025-05-12 14:37:55] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0767, logits_fake: 0.0776
[2025-05-12 14:37:55] (step=0134100) Train Loss: 1.1233, Train Steps/Sec: 1.50
[2025-05-12 14:39:01] (Generator) rec_loss: 0.0507, perceptual_loss: 0.2617, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9538, generator_adv_loss: 0.0178, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2838
[2025-05-12 14:39:02] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0177, logits_fake: -0.0356
[2025-05-12 14:39:02] (step=0134200) Train Loss: 1.1502, Train Steps/Sec: 1.50
[2025-05-12 14:40:08] (Generator) rec_loss: 0.0505, perceptual_loss: 0.2871, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9569, generator_adv_loss: -0.0405, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2933
[2025-05-12 14:40:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0776, logits_fake: 0.0811
[2025-05-12 14:40:08] (step=0134300) Train Loss: 1.1292, Train Steps/Sec: 1.50
[2025-05-12 14:41:14] (Generator) rec_loss: 0.0630, perceptual_loss: 0.2754, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9618, generator_adv_loss: -0.0410, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3006
[2025-05-12 14:41:15] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0625, logits_fake: 0.0820
[2025-05-12 14:41:15] (step=0134400) Train Loss: 1.1075, Train Steps/Sec: 1.50
[2025-05-12 14:42:21] (Generator) rec_loss: 0.0521, perceptual_loss: 0.2676, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9589, generator_adv_loss: -0.0635, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2708
[2025-05-12 14:42:21] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0986, logits_fake: 0.1270
[2025-05-12 14:42:21] (step=0134500) Train Loss: 1.1264, Train Steps/Sec: 1.50
[2025-05-12 14:43:27] (Generator) rec_loss: 0.0720, perceptual_loss: 0.3320, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9623, generator_adv_loss: -0.0500, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2968
[2025-05-12 14:43:28] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.1436, logits_fake: 0.1001
[2025-05-12 14:43:28] (step=0134600) Train Loss: 1.1223, Train Steps/Sec: 1.50
[2025-05-12 14:44:34] (Generator) rec_loss: 0.0518, perceptual_loss: 0.2676, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9644, generator_adv_loss: 0.0121, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2764
[2025-05-12 14:44:34] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0359, logits_fake: -0.0242
[2025-05-12 14:44:34] (step=0134700) Train Loss: 1.1695, Train Steps/Sec: 1.50
[2025-05-12 14:45:40] (Generator) rec_loss: 0.0260, perceptual_loss: 0.2617, vq_loss: 0.0127, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9650, generator_adv_loss: 0.0613, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2485
[2025-05-12 14:45:41] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1348, logits_fake: -0.1226
[2025-05-12 14:45:41] (step=0134800) Train Loss: 1.1723, Train Steps/Sec: 1.50
[2025-05-12 14:46:47] (Generator) rec_loss: 0.0413, perceptual_loss: 0.2949, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9617, generator_adv_loss: 0.0199, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2934
[2025-05-12 14:46:47] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0161, logits_fake: -0.0398
[2025-05-12 14:46:47] (step=0134900) Train Loss: 1.1589, Train Steps/Sec: 1.50
[2025-05-12 14:47:53] (Generator) rec_loss: 0.0509, perceptual_loss: 0.2598, vq_loss: 0.0123, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9528, generator_adv_loss: -0.0026, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2887
[2025-05-12 14:47:54] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0131, logits_fake: 0.0053
[2025-05-12 14:47:54] (step=0135000) Train Loss: 1.1992, Train Steps/Sec: 1.50
[2025-05-12 14:47:58] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0135000.pt
[2025-05-12 14:49:04] (Generator) rec_loss: 0.0492, perceptual_loss: 0.2891, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9611, generator_adv_loss: -0.0537, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2709
[2025-05-12 14:49:04] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0977, logits_fake: 0.1074
[2025-05-12 14:49:04] (step=0135100) Train Loss: 1.0837, Train Steps/Sec: 1.42
[2025-05-12 14:50:10] (Generator) rec_loss: 0.0505, perceptual_loss: 0.2754, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9638, generator_adv_loss: -0.0226, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3102
[2025-05-12 14:50:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0374, logits_fake: 0.0452
[2025-05-12 14:50:11] (step=0135200) Train Loss: 1.0933, Train Steps/Sec: 1.50
[2025-05-12 14:51:17] (Generator) rec_loss: 0.0273, perceptual_loss: 0.2930, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9651, generator_adv_loss: 0.0166, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3155
[2025-05-12 14:51:17] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0432, logits_fake: -0.0332
[2025-05-12 14:51:17] (step=0135300) Train Loss: 1.1454, Train Steps/Sec: 1.51
[2025-05-12 14:52:23] (Generator) rec_loss: 0.0498, perceptual_loss: 0.2891, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: 0.0253, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2757
[2025-05-12 14:52:24] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0383, logits_fake: -0.0505
[2025-05-12 14:52:24] (step=0135400) Train Loss: 1.1687, Train Steps/Sec: 1.50
[2025-05-12 14:53:30] (Generator) rec_loss: 0.0645, perceptual_loss: 0.2676, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9652, generator_adv_loss: 0.0518, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2945
[2025-05-12 14:53:30] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1357, logits_fake: -0.1035
[2025-05-12 14:53:30] (step=0135500) Train Loss: 1.1757, Train Steps/Sec: 1.50
[2025-05-12 14:54:36] (Generator) rec_loss: 0.0613, perceptual_loss: 0.2852, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9667, generator_adv_loss: -0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2590
[2025-05-12 14:54:37] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1592, logits_fake: 0.1523
[2025-05-12 14:54:37] (step=0135600) Train Loss: 1.1337, Train Steps/Sec: 1.50
[2025-05-12 14:55:42] (Generator) rec_loss: 0.0290, perceptual_loss: 0.2422, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9641, generator_adv_loss: -0.0051, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2613
[2025-05-12 14:55:43] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0258, logits_fake: 0.0103
[2025-05-12 14:55:43] (step=0135700) Train Loss: 1.1203, Train Steps/Sec: 1.51
[2025-05-12 14:56:49] (Generator) rec_loss: 0.0717, perceptual_loss: 0.2852, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9620, generator_adv_loss: -0.0537, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3030
[2025-05-12 14:56:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1133, logits_fake: 0.1074
[2025-05-12 14:56:50] (step=0135800) Train Loss: 1.1692, Train Steps/Sec: 1.50
[2025-05-12 14:57:56] (Generator) rec_loss: 0.0434, perceptual_loss: 0.2793, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9628, generator_adv_loss: -0.0330, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3052
[2025-05-12 14:57:56] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0781, logits_fake: 0.0659
[2025-05-12 14:57:56] (step=0135900) Train Loss: 1.0901, Train Steps/Sec: 1.50
[2025-05-12 14:59:02] (Generator) rec_loss: 0.0616, perceptual_loss: 0.2891, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9663, generator_adv_loss: -0.0144, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3080
[2025-05-12 14:59:02] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0014, logits_fake: 0.0288
[2025-05-12 14:59:02] (step=0136000) Train Loss: 1.1212, Train Steps/Sec: 1.50
[2025-05-12 15:00:09] (Generator) rec_loss: 0.0538, perceptual_loss: 0.3105, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9653, generator_adv_loss: 0.0097, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3142
[2025-05-12 15:00:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0136, logits_fake: -0.0194
[2025-05-12 15:00:09] (step=0136100) Train Loss: 1.1809, Train Steps/Sec: 1.50
[2025-05-12 15:01:15] (Generator) rec_loss: 0.0365, perceptual_loss: 0.2988, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9625, generator_adv_loss: 0.0199, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2945
[2025-05-12 15:01:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0447, logits_fake: -0.0398
[2025-05-12 15:01:15] (step=0136200) Train Loss: 1.1917, Train Steps/Sec: 1.50
[2025-05-12 15:02:21] (Generator) rec_loss: 0.0379, perceptual_loss: 0.2812, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9585, generator_adv_loss: 0.0035, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2680
[2025-05-12 15:02:22] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0452, logits_fake: -0.0070
[2025-05-12 15:02:22] (step=0136300) Train Loss: 1.1534, Train Steps/Sec: 1.50
[2025-05-12 15:03:28] (Generator) rec_loss: 0.0541, perceptual_loss: 0.2500, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9616, generator_adv_loss: -0.0184, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2749
[2025-05-12 15:03:28] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0084, logits_fake: 0.0369
[2025-05-12 15:03:28] (step=0136400) Train Loss: 1.1340, Train Steps/Sec: 1.51
[2025-05-12 15:04:34] (Generator) rec_loss: 0.0496, perceptual_loss: 0.2715, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9609, generator_adv_loss: 0.0255, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2755
[2025-05-12 15:04:35] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0393, logits_fake: -0.0510
[2025-05-12 15:04:35] (step=0136500) Train Loss: 1.1245, Train Steps/Sec: 1.50
[2025-05-12 15:05:41] (Generator) rec_loss: 0.0370, perceptual_loss: 0.2598, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9643, generator_adv_loss: 0.0248, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2842
[2025-05-12 15:05:41] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0674, logits_fake: -0.0496
[2025-05-12 15:05:41] (step=0136600) Train Loss: 1.2000, Train Steps/Sec: 1.50
[2025-05-12 15:06:47] (Generator) rec_loss: 0.0558, perceptual_loss: 0.3047, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9615, generator_adv_loss: -0.0415, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3081
[2025-05-12 15:06:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0835, logits_fake: 0.0830
[2025-05-12 15:06:48] (step=0136700) Train Loss: 1.1764, Train Steps/Sec: 1.51
[2025-05-12 15:07:54] (Generator) rec_loss: 0.0392, perceptual_loss: 0.3145, vq_loss: 0.0123, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9653, generator_adv_loss: 0.0623, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3498
[2025-05-12 15:07:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1250, logits_fake: -0.1245
[2025-05-12 15:07:54] (step=0136800) Train Loss: 1.1369, Train Steps/Sec: 1.50
[2025-05-12 15:09:00] (Generator) rec_loss: 0.0340, perceptual_loss: 0.2539, vq_loss: 0.0127, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9613, generator_adv_loss: 0.0603, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2463
[2025-05-12 15:09:01] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1289, logits_fake: -0.1206
[2025-05-12 15:09:01] (step=0136900) Train Loss: 1.1847, Train Steps/Sec: 1.50
[2025-05-12 15:10:07] (Generator) rec_loss: 0.0681, perceptual_loss: 0.2988, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9618, generator_adv_loss: 0.0005, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3057
[2025-05-12 15:10:07] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0302, logits_fake: -0.0009
[2025-05-12 15:10:07] (step=0137000) Train Loss: 1.2306, Train Steps/Sec: 1.50
[2025-05-12 15:11:13] (Generator) rec_loss: 0.0757, perceptual_loss: 0.3281, vq_loss: 0.0156, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9633, generator_adv_loss: 0.0806, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3436
[2025-05-12 15:11:14] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1416, logits_fake: -0.1611
[2025-05-12 15:11:14] (step=0137100) Train Loss: 1.1603, Train Steps/Sec: 1.50
[2025-05-12 15:12:20] (Generator) rec_loss: 0.0596, perceptual_loss: 0.2812, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9664, generator_adv_loss: 0.0251, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3068
[2025-05-12 15:12:20] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0342, logits_fake: -0.0503
[2025-05-12 15:12:20] (step=0137200) Train Loss: 1.2107, Train Steps/Sec: 1.50
[2025-05-12 15:13:26] (Generator) rec_loss: 0.0620, perceptual_loss: 0.2793, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9617, generator_adv_loss: 0.0640, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2859
[2025-05-12 15:13:27] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.1846, logits_fake: -0.1279
[2025-05-12 15:13:27] (step=0137300) Train Loss: 1.1909, Train Steps/Sec: 1.51
[2025-05-12 15:14:33] (Generator) rec_loss: 0.0754, perceptual_loss: 0.3066, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9654, generator_adv_loss: -0.0420, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3193
[2025-05-12 15:14:33] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0640, logits_fake: 0.0840
[2025-05-12 15:14:33] (step=0137400) Train Loss: 1.1690, Train Steps/Sec: 1.50
[2025-05-12 15:15:39] (Generator) rec_loss: 0.0577, perceptual_loss: 0.2656, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9616, generator_adv_loss: 0.0361, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3019
[2025-05-12 15:15:40] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.0260, logits_fake: -0.0723
[2025-05-12 15:15:40] (step=0137500) Train Loss: 1.1499, Train Steps/Sec: 1.50
[2025-05-12 15:16:46] (Generator) rec_loss: 0.0360, perceptual_loss: 0.2715, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9627, generator_adv_loss: -0.0171, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2793
[2025-05-12 15:16:46] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0211, logits_fake: 0.0342
[2025-05-12 15:16:46] (step=0137600) Train Loss: 1.1425, Train Steps/Sec: 1.50
[2025-05-12 15:17:52] (Generator) rec_loss: 0.0639, perceptual_loss: 0.3086, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9637, generator_adv_loss: -0.0204, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3331
[2025-05-12 15:17:53] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0192, logits_fake: 0.0408
[2025-05-12 15:17:53] (step=0137700) Train Loss: 1.1366, Train Steps/Sec: 1.50
[2025-05-12 15:18:59] (Generator) rec_loss: 0.0512, perceptual_loss: 0.2676, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9657, generator_adv_loss: 0.0400, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2840
[2025-05-12 15:18:59] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0708, logits_fake: -0.0801
[2025-05-12 15:18:59] (step=0137800) Train Loss: 1.1773, Train Steps/Sec: 1.50
[2025-05-12 15:20:05] (Generator) rec_loss: 0.0521, perceptual_loss: 0.3008, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9649, generator_adv_loss: 0.0078, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3116
[2025-05-12 15:20:06] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0035, logits_fake: -0.0156
[2025-05-12 15:20:06] (step=0137900) Train Loss: 1.1940, Train Steps/Sec: 1.50
[2025-05-12 15:21:12] (Generator) rec_loss: 0.0372, perceptual_loss: 0.2832, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9617, generator_adv_loss: 0.0469, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3287
[2025-05-12 15:21:12] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0776, logits_fake: -0.0938
[2025-05-12 15:21:12] (step=0138000) Train Loss: 1.1546, Train Steps/Sec: 1.50
[2025-05-12 15:22:19] (Generator) rec_loss: 0.0459, perceptual_loss: 0.2773, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9649, generator_adv_loss: 0.0447, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2891
[2025-05-12 15:22:19] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0811, logits_fake: -0.0894
[2025-05-12 15:22:19] (step=0138100) Train Loss: 1.2131, Train Steps/Sec: 1.50
[2025-05-12 15:23:25] (Generator) rec_loss: 0.0310, perceptual_loss: 0.2656, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9557, generator_adv_loss: 0.1011, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2812
[2025-05-12 15:23:25] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2158, logits_fake: -0.2021
[2025-05-12 15:23:25] (step=0138200) Train Loss: 1.2154, Train Steps/Sec: 1.51
[2025-05-12 15:24:31] (Generator) rec_loss: 0.0753, perceptual_loss: 0.3359, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9685, generator_adv_loss: -0.0231, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3379
[2025-05-12 15:24:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0403, logits_fake: 0.0461
[2025-05-12 15:24:32] (step=0138300) Train Loss: 1.1691, Train Steps/Sec: 1.51
[2025-05-12 15:25:38] (Generator) rec_loss: 0.0562, perceptual_loss: 0.3164, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9664, generator_adv_loss: 0.0737, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2908
[2025-05-12 15:25:38] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1426, logits_fake: -0.1475
[2025-05-12 15:25:38] (step=0138400) Train Loss: 1.1956, Train Steps/Sec: 1.51
[2025-05-12 15:26:44] (Generator) rec_loss: 0.0378, perceptual_loss: 0.2480, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9608, generator_adv_loss: 0.0498, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3053
[2025-05-12 15:26:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0996, logits_fake: -0.0996
[2025-05-12 15:26:45] (step=0138500) Train Loss: 1.1779, Train Steps/Sec: 1.50
[2025-05-12 15:27:51] (Generator) rec_loss: 0.0347, perceptual_loss: 0.2715, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9570, generator_adv_loss: 0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3187
[2025-05-12 15:27:51] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1289, logits_fake: -0.1426
[2025-05-12 15:27:51] (step=0138600) Train Loss: 1.1846, Train Steps/Sec: 1.50
[2025-05-12 15:28:57] (Generator) rec_loss: 0.1010, perceptual_loss: 0.3477, vq_loss: 0.0193, commit_loss: 0.0048, entropy_loss: 0.0000, codebook_usage: 0.9446, generator_adv_loss: 0.0364, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3639
[2025-05-12 15:28:58] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0422, logits_fake: -0.0728
[2025-05-12 15:28:58] (step=0138700) Train Loss: 1.2728, Train Steps/Sec: 1.50
[2025-05-12 15:30:04] (Generator) rec_loss: 0.0949, perceptual_loss: 0.3887, vq_loss: 0.0200, commit_loss: 0.0050, entropy_loss: 0.0000, codebook_usage: 0.9095, generator_adv_loss: 0.0056, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3579
[2025-05-12 15:30:04] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0381, logits_fake: -0.0113
[2025-05-12 15:30:04] (step=0138800) Train Loss: 1.5061, Train Steps/Sec: 1.50
[2025-05-12 15:31:10] (Generator) rec_loss: 0.0635, perceptual_loss: 0.3086, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9489, generator_adv_loss: 0.0452, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3109
[2025-05-12 15:31:11] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0742, logits_fake: -0.0903
[2025-05-12 15:31:11] (step=0138900) Train Loss: 1.1974, Train Steps/Sec: 1.50
[2025-05-12 15:32:17] (Generator) rec_loss: 0.0261, perceptual_loss: 0.2578, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9557, generator_adv_loss: 0.0593, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2796
[2025-05-12 15:32:18] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0986, logits_fake: -0.1187
[2025-05-12 15:32:18] (step=0139000) Train Loss: 1.1810, Train Steps/Sec: 1.50
[2025-05-12 15:33:24] (Generator) rec_loss: 0.0607, perceptual_loss: 0.2773, vq_loss: 0.0163, commit_loss: 0.0041, entropy_loss: 0.0000, codebook_usage: 0.9558, generator_adv_loss: 0.0194, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2774
[2025-05-12 15:33:24] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0200, logits_fake: -0.0388
[2025-05-12 15:33:24] (step=0139100) Train Loss: 1.1931, Train Steps/Sec: 1.50
[2025-05-12 15:34:30] (Generator) rec_loss: 0.0451, perceptual_loss: 0.3105, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9546, generator_adv_loss: 0.0303, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3007
[2025-05-12 15:34:31] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0344, logits_fake: -0.0605
[2025-05-12 15:34:31] (step=0139200) Train Loss: 1.1879, Train Steps/Sec: 1.50
[2025-05-12 15:35:37] (Generator) rec_loss: 0.0880, perceptual_loss: 0.3164, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9544, generator_adv_loss: -0.0469, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3063
[2025-05-12 15:35:37] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0825, logits_fake: 0.0938
[2025-05-12 15:35:37] (step=0139300) Train Loss: 1.1885, Train Steps/Sec: 1.50
[2025-05-12 15:36:43] (Generator) rec_loss: 0.0721, perceptual_loss: 0.3516, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9544, generator_adv_loss: 0.0153, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3236
[2025-05-12 15:36:44] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0081, logits_fake: -0.0306
[2025-05-12 15:36:44] (step=0139400) Train Loss: 1.1702, Train Steps/Sec: 1.50
[2025-05-12 15:37:50] (Generator) rec_loss: 0.0493, perceptual_loss: 0.2773, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9587, generator_adv_loss: 0.0574, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2900
[2025-05-12 15:37:50] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1357, logits_fake: -0.1147
[2025-05-12 15:37:50] (step=0139500) Train Loss: 1.1797, Train Steps/Sec: 1.50
[2025-05-12 15:38:56] (Generator) rec_loss: 0.0527, perceptual_loss: 0.3105, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9585, generator_adv_loss: 0.0703, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2626
[2025-05-12 15:38:57] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1216, logits_fake: -0.1406
[2025-05-12 15:38:57] (step=0139600) Train Loss: 1.2223, Train Steps/Sec: 1.50
[2025-05-12 15:40:03] (Generator) rec_loss: 0.0550, perceptual_loss: 0.2812, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9614, generator_adv_loss: -0.0052, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2819
[2025-05-12 15:40:03] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0299, logits_fake: 0.0104
[2025-05-12 15:40:03] (step=0139700) Train Loss: 1.1804, Train Steps/Sec: 1.50
[2025-05-12 15:41:09] (Generator) rec_loss: 0.0439, perceptual_loss: 0.3164, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9596, generator_adv_loss: 0.0449, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3526
[2025-05-12 15:41:10] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0742, logits_fake: -0.0898
[2025-05-12 15:41:10] (step=0139800) Train Loss: 1.1672, Train Steps/Sec: 1.50
[2025-05-12 15:42:16] (Generator) rec_loss: 0.0888, perceptual_loss: 0.3047, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9548, generator_adv_loss: 0.0092, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2878
[2025-05-12 15:42:16] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0330, logits_fake: -0.0184
[2025-05-12 15:42:16] (step=0139900) Train Loss: 1.2154, Train Steps/Sec: 1.50
[2025-05-12 15:43:22] (Generator) rec_loss: 0.0527, perceptual_loss: 0.2793, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9559, generator_adv_loss: -0.0500, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3073
[2025-05-12 15:43:23] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0835, logits_fake: 0.1001
[2025-05-12 15:43:23] (step=0140000) Train Loss: 1.1676, Train Steps/Sec: 1.50
[2025-05-12 15:43:27] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0140000.pt
[2025-05-12 15:44:33] (Generator) rec_loss: 0.0607, perceptual_loss: 0.2949, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9629, generator_adv_loss: -0.0189, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3208
[2025-05-12 15:44:33] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0718, logits_fake: 0.0378
[2025-05-12 15:44:33] (step=0140100) Train Loss: 1.1195, Train Steps/Sec: 1.42
[2025-05-12 15:44:37] Beginning epoch 6...
[2025-05-12 15:45:40] (Generator) rec_loss: 0.0416, perceptual_loss: 0.2559, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9611, generator_adv_loss: -0.0139, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2440
[2025-05-12 15:45:40] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0435, logits_fake: 0.0278
[2025-05-12 15:45:40] (step=0140200) Train Loss: 1.0990, Train Steps/Sec: 1.49
[2025-05-12 15:46:46] (Generator) rec_loss: 0.0800, perceptual_loss: 0.2812, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9695, generator_adv_loss: 0.0247, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3066
[2025-05-12 15:46:47] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0259, logits_fake: -0.0493
[2025-05-12 15:46:47] (step=0140300) Train Loss: 1.1399, Train Steps/Sec: 1.50
[2025-05-12 15:47:53] (Generator) rec_loss: 0.0995, perceptual_loss: 0.3223, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9601, generator_adv_loss: 0.0304, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3011
[2025-05-12 15:47:53] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0542, logits_fake: -0.0608
[2025-05-12 15:47:53] (step=0140400) Train Loss: 1.2171, Train Steps/Sec: 1.50
[2025-05-12 15:48:59] (Generator) rec_loss: 0.0499, perceptual_loss: 0.2559, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9624, generator_adv_loss: -0.0087, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2754
[2025-05-12 15:49:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0194, logits_fake: 0.0173
[2025-05-12 15:49:00] (step=0140500) Train Loss: 1.1551, Train Steps/Sec: 1.50
[2025-05-12 15:50:06] (Generator) rec_loss: 0.0545, perceptual_loss: 0.2656, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9619, generator_adv_loss: 0.0232, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2631
[2025-05-12 15:50:06] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0625, logits_fake: -0.0464
[2025-05-12 15:50:06] (step=0140600) Train Loss: 1.1522, Train Steps/Sec: 1.50
[2025-05-12 15:51:12] (Generator) rec_loss: 0.0284, perceptual_loss: 0.2676, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9626, generator_adv_loss: -0.0610, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2553
[2025-05-12 15:51:13] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1318, logits_fake: 0.1221
[2025-05-12 15:51:13] (step=0140700) Train Loss: 1.1750, Train Steps/Sec: 1.50
[2025-05-12 15:52:19] (Generator) rec_loss: 0.0574, perceptual_loss: 0.2812, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9586, generator_adv_loss: 0.0233, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2720
[2025-05-12 15:52:19] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0588, logits_fake: -0.0466
[2025-05-12 15:52:19] (step=0140800) Train Loss: 1.1406, Train Steps/Sec: 1.50
[2025-05-12 15:53:25] (Generator) rec_loss: 0.0459, perceptual_loss: 0.2617, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9628, generator_adv_loss: -0.0298, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2699
[2025-05-12 15:53:26] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.0157, logits_fake: 0.0596
[2025-05-12 15:53:26] (step=0140900) Train Loss: 1.1515, Train Steps/Sec: 1.50
[2025-05-12 15:54:32] (Generator) rec_loss: 0.0463, perceptual_loss: 0.2988, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9609, generator_adv_loss: 0.0364, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3277
[2025-05-12 15:54:32] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0825, logits_fake: -0.0728
[2025-05-12 15:54:32] (step=0141000) Train Loss: 1.1624, Train Steps/Sec: 1.50
[2025-05-12 15:55:38] (Generator) rec_loss: 0.0718, perceptual_loss: 0.3047, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9638, generator_adv_loss: -0.0100, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3085
[2025-05-12 15:55:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0205, logits_fake: 0.0200
[2025-05-12 15:55:39] (step=0141100) Train Loss: 1.1358, Train Steps/Sec: 1.50
[2025-05-12 15:56:45] (Generator) rec_loss: 0.0866, perceptual_loss: 0.3105, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9583, generator_adv_loss: -0.0062, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3348
[2025-05-12 15:56:45] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.0669, logits_fake: 0.0124
[2025-05-12 15:56:45] (step=0141200) Train Loss: 1.1955, Train Steps/Sec: 1.51
[2025-05-12 15:57:51] (Generator) rec_loss: 0.0327, perceptual_loss: 0.2695, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9645, generator_adv_loss: -0.0212, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2750
[2025-05-12 15:57:52] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0527, logits_fake: 0.0425
[2025-05-12 15:57:52] (step=0141300) Train Loss: 1.1056, Train Steps/Sec: 1.50
[2025-05-12 15:58:58] (Generator) rec_loss: 0.0235, perceptual_loss: 0.2637, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9584, generator_adv_loss: 0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2511
[2025-05-12 15:58:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1455, logits_fake: -0.1523
[2025-05-12 15:58:58] (step=0141400) Train Loss: 1.1848, Train Steps/Sec: 1.50
[2025-05-12 16:00:04] (Generator) rec_loss: 0.0336, perceptual_loss: 0.2891, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9562, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2985
[2025-05-12 16:00:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1348, logits_fake: -0.1348
[2025-05-12 16:00:05] (step=0141500) Train Loss: 1.1770, Train Steps/Sec: 1.50
[2025-05-12 16:01:11] (Generator) rec_loss: 0.0265, perceptual_loss: 0.2715, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9629, generator_adv_loss: 0.0439, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3211
[2025-05-12 16:01:11] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0986, logits_fake: -0.0879
[2025-05-12 16:01:11] (step=0141600) Train Loss: 1.1841, Train Steps/Sec: 1.50
[2025-05-12 16:02:17] (Generator) rec_loss: 0.0306, perceptual_loss: 0.2891, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9654, generator_adv_loss: -0.0079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2750
[2025-05-12 16:02:18] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0006, logits_fake: 0.0159
[2025-05-12 16:02:18] (step=0141700) Train Loss: 1.1661, Train Steps/Sec: 1.50
[2025-05-12 16:03:24] (Generator) rec_loss: 0.0499, perceptual_loss: 0.2969, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9533, generator_adv_loss: 0.0518, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3059
[2025-05-12 16:03:24] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1162, logits_fake: -0.1035
[2025-05-12 16:03:24] (step=0141800) Train Loss: 1.1705, Train Steps/Sec: 1.50
[2025-05-12 16:04:30] (Generator) rec_loss: 0.0628, perceptual_loss: 0.3203, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9605, generator_adv_loss: 0.0103, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2990
[2025-05-12 16:04:31] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0417, logits_fake: -0.0205
[2025-05-12 16:04:31] (step=0141900) Train Loss: 1.2362, Train Steps/Sec: 1.50
[2025-05-12 16:05:37] (Generator) rec_loss: 0.0583, perceptual_loss: 0.2754, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: -0.0131, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2740
[2025-05-12 16:05:37] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0200, logits_fake: 0.0261
[2025-05-12 16:05:37] (step=0142000) Train Loss: 1.1840, Train Steps/Sec: 1.50
[2025-05-12 16:06:43] (Generator) rec_loss: 0.0486, perceptual_loss: 0.2637, vq_loss: 0.0156, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9608, generator_adv_loss: 0.0219, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2713
[2025-05-12 16:06:44] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0723, logits_fake: -0.0437
[2025-05-12 16:06:44] (step=0142100) Train Loss: 1.1816, Train Steps/Sec: 1.50
[2025-05-12 16:07:50] (Generator) rec_loss: 0.1112, perceptual_loss: 0.3145, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9648, generator_adv_loss: 0.0262, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3299
[2025-05-12 16:07:50] (Discriminator) discriminator_adv_loss: 0.4844, disc_weight: 0.5000, logits_real: 0.0146, logits_fake: -0.0525
[2025-05-12 16:07:50] (step=0142200) Train Loss: 1.1631, Train Steps/Sec: 1.50
[2025-05-12 16:08:56] (Generator) rec_loss: 0.0924, perceptual_loss: 0.2773, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9582, generator_adv_loss: -0.0017, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2494
[2025-05-12 16:08:57] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0427, logits_fake: 0.0035
[2025-05-12 16:08:57] (step=0142300) Train Loss: 1.1635, Train Steps/Sec: 1.51
[2025-05-12 16:10:03] (Generator) rec_loss: 0.0390, perceptual_loss: 0.2480, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9622, generator_adv_loss: -0.0461, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2832
[2025-05-12 16:10:03] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0830, logits_fake: 0.0923
[2025-05-12 16:10:03] (step=0142400) Train Loss: 1.1463, Train Steps/Sec: 1.51
[2025-05-12 16:11:09] (Generator) rec_loss: 0.0552, perceptual_loss: 0.2754, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9668, generator_adv_loss: -0.0378, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3305
[2025-05-12 16:11:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0747, logits_fake: 0.0757
[2025-05-12 16:11:10] (step=0142500) Train Loss: 1.1345, Train Steps/Sec: 1.50
[2025-05-12 16:12:16] (Generator) rec_loss: 0.0357, perceptual_loss: 0.3184, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9563, generator_adv_loss: -0.0234, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3031
[2025-05-12 16:12:16] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0192, logits_fake: 0.0469
[2025-05-12 16:12:16] (step=0142600) Train Loss: 1.1473, Train Steps/Sec: 1.51
[2025-05-12 16:13:22] (Generator) rec_loss: 0.0816, perceptual_loss: 0.2930, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9608, generator_adv_loss: -0.0535, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3165
[2025-05-12 16:13:23] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.0562, logits_fake: 0.1069
[2025-05-12 16:13:23] (step=0142700) Train Loss: 1.1392, Train Steps/Sec: 1.50
[2025-05-12 16:14:29] (Generator) rec_loss: 0.0625, perceptual_loss: 0.2539, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9589, generator_adv_loss: 0.0067, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3105
[2025-05-12 16:14:29] (Discriminator) discriminator_adv_loss: 0.4824, disc_weight: 0.5000, logits_real: 0.0574, logits_fake: -0.0133
[2025-05-12 16:14:29] (step=0142800) Train Loss: 1.1429, Train Steps/Sec: 1.50
[2025-05-12 16:15:35] (Generator) rec_loss: 0.0569, perceptual_loss: 0.2793, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9587, generator_adv_loss: -0.0104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2876
[2025-05-12 16:15:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0283, logits_fake: 0.0208
[2025-05-12 16:15:36] (step=0142900) Train Loss: 1.1195, Train Steps/Sec: 1.50
[2025-05-12 16:16:42] (Generator) rec_loss: 0.0470, perceptual_loss: 0.2734, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9617, generator_adv_loss: 0.0520, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3182
[2025-05-12 16:16:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1050, logits_fake: -0.1040
[2025-05-12 16:16:42] (step=0143000) Train Loss: 1.1716, Train Steps/Sec: 1.51
[2025-05-12 16:17:48] (Generator) rec_loss: 0.0630, perceptual_loss: 0.2949, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9611, generator_adv_loss: 0.0364, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3314
[2025-05-12 16:17:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0688, logits_fake: -0.0728
[2025-05-12 16:17:48] (step=0143100) Train Loss: 1.1601, Train Steps/Sec: 1.50
[2025-05-12 16:18:55] (Generator) rec_loss: 0.0515, perceptual_loss: 0.2852, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: -0.0226, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3161
[2025-05-12 16:18:55] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0613, logits_fake: 0.0452
[2025-05-12 16:18:55] (step=0143200) Train Loss: 1.1553, Train Steps/Sec: 1.50
[2025-05-12 16:20:01] (Generator) rec_loss: 0.0330, perceptual_loss: 0.2383, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9613, generator_adv_loss: 0.0211, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2679
[2025-05-12 16:20:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0403, logits_fake: -0.0422
[2025-05-12 16:20:01] (step=0143300) Train Loss: 1.1479, Train Steps/Sec: 1.50
[2025-05-12 16:21:08] (Generator) rec_loss: 0.0563, perceptual_loss: 0.2949, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9614, generator_adv_loss: -0.0021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3033
[2025-05-12 16:21:08] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0046, logits_fake: 0.0041
[2025-05-12 16:21:08] (step=0143400) Train Loss: 1.1456, Train Steps/Sec: 1.50
[2025-05-12 16:22:14] (Generator) rec_loss: 0.0695, perceptual_loss: 0.3027, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9619, generator_adv_loss: 0.0210, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3222
[2025-05-12 16:22:14] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0211, logits_fake: -0.0420
[2025-05-12 16:22:14] (step=0143500) Train Loss: 1.1575, Train Steps/Sec: 1.50
[2025-05-12 16:23:20] (Generator) rec_loss: 0.0747, perceptual_loss: 0.2871, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9612, generator_adv_loss: -0.0386, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2645
[2025-05-12 16:23:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0879, logits_fake: 0.0771
[2025-05-12 16:23:21] (step=0143600) Train Loss: 1.1602, Train Steps/Sec: 1.50
[2025-05-12 16:24:27] (Generator) rec_loss: 0.0443, perceptual_loss: 0.2832, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9640, generator_adv_loss: 0.0579, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3018
[2025-05-12 16:24:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1240, logits_fake: -0.1157
[2025-05-12 16:24:27] (step=0143700) Train Loss: 1.1842, Train Steps/Sec: 1.50
[2025-05-12 16:25:33] (Generator) rec_loss: 0.0409, perceptual_loss: 0.2715, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9653, generator_adv_loss: 0.0845, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2690
[2025-05-12 16:25:34] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1465, logits_fake: -0.1689
[2025-05-12 16:25:34] (step=0143800) Train Loss: 1.2112, Train Steps/Sec: 1.50
[2025-05-12 16:26:40] (Generator) rec_loss: 0.0489, perceptual_loss: 0.2871, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9635, generator_adv_loss: 0.0718, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2756
[2025-05-12 16:26:40] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1143, logits_fake: -0.1436
[2025-05-12 16:26:40] (step=0143900) Train Loss: 1.2305, Train Steps/Sec: 1.50
[2025-05-12 16:27:47] (Generator) rec_loss: 0.0680, perceptual_loss: 0.2930, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9649, generator_adv_loss: -0.0297, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2951
[2025-05-12 16:27:47] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0928, logits_fake: 0.0593
[2025-05-12 16:27:47] (step=0144000) Train Loss: 1.1459, Train Steps/Sec: 1.50
[2025-05-12 16:28:53] (Generator) rec_loss: 0.0444, perceptual_loss: 0.2852, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9637, generator_adv_loss: 0.0498, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2822
[2025-05-12 16:28:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0996, logits_fake: -0.0996
[2025-05-12 16:28:54] (step=0144100) Train Loss: 1.1750, Train Steps/Sec: 1.50
[2025-05-12 16:30:00] (Generator) rec_loss: 0.0903, perceptual_loss: 0.3301, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9622, generator_adv_loss: -0.0747, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2977
[2025-05-12 16:30:00] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.0918, logits_fake: 0.1494
[2025-05-12 16:30:00] (step=0144200) Train Loss: 1.1459, Train Steps/Sec: 1.50
[2025-05-12 16:31:06] (Generator) rec_loss: 0.0422, perceptual_loss: 0.2832, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9626, generator_adv_loss: 0.0344, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2848
[2025-05-12 16:31:07] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0586, logits_fake: -0.0688
[2025-05-12 16:31:07] (step=0144300) Train Loss: 1.1952, Train Steps/Sec: 1.50
[2025-05-12 16:32:13] (Generator) rec_loss: 0.0538, perceptual_loss: 0.2773, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9604, generator_adv_loss: 0.0219, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2927
[2025-05-12 16:32:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0413, logits_fake: -0.0437
[2025-05-12 16:32:13] (step=0144400) Train Loss: 1.1591, Train Steps/Sec: 1.50
[2025-05-12 16:33:19] (Generator) rec_loss: 0.0513, perceptual_loss: 0.2471, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9639, generator_adv_loss: 0.0413, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2722
[2025-05-12 16:33:20] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0703, logits_fake: -0.0825
[2025-05-12 16:33:20] (step=0144500) Train Loss: 1.1671, Train Steps/Sec: 1.50
[2025-05-12 16:34:26] (Generator) rec_loss: 0.0447, perceptual_loss: 0.2754, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9658, generator_adv_loss: 0.0898, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2940
[2025-05-12 16:34:26] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1719, logits_fake: -0.1797
[2025-05-12 16:34:26] (step=0144600) Train Loss: 1.1686, Train Steps/Sec: 1.50
[2025-05-12 16:35:33] (Generator) rec_loss: 0.0672, perceptual_loss: 0.2949, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9637, generator_adv_loss: -0.0077, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2846
[2025-05-12 16:35:33] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0344, logits_fake: 0.0154
[2025-05-12 16:35:33] (step=0144700) Train Loss: 1.1786, Train Steps/Sec: 1.50
[2025-05-12 16:36:39] (Generator) rec_loss: 0.0521, perceptual_loss: 0.2676, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9565, generator_adv_loss: -0.0077, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2467
[2025-05-12 16:36:39] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0012, logits_fake: 0.0153
[2025-05-12 16:36:39] (step=0144800) Train Loss: 1.1576, Train Steps/Sec: 1.50
[2025-05-12 16:37:46] (Generator) rec_loss: 0.0435, perceptual_loss: 0.2871, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9609, generator_adv_loss: -0.0251, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2845
[2025-05-12 16:37:46] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0564, logits_fake: 0.0503
[2025-05-12 16:37:46] (step=0144900) Train Loss: 1.1719, Train Steps/Sec: 1.50
[2025-05-12 16:38:52] (Generator) rec_loss: 0.0388, perceptual_loss: 0.2871, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9678, generator_adv_loss: 0.1016, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2877
[2025-05-12 16:38:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2090, logits_fake: -0.2031
[2025-05-12 16:38:52] (step=0145000) Train Loss: 1.1814, Train Steps/Sec: 1.50
[2025-05-12 16:38:56] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0145000.pt
[2025-05-12 16:40:02] (Generator) rec_loss: 0.0398, perceptual_loss: 0.2754, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9591, generator_adv_loss: 0.0664, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2904
[2025-05-12 16:40:03] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1240, logits_fake: -0.1328
[2025-05-12 16:40:03] (step=0145100) Train Loss: 1.2026, Train Steps/Sec: 1.43
[2025-05-12 16:41:09] (Generator) rec_loss: 0.0542, perceptual_loss: 0.2520, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9648, generator_adv_loss: -0.0209, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2862
[2025-05-12 16:41:09] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0679, logits_fake: 0.0417
[2025-05-12 16:41:09] (step=0145200) Train Loss: 1.1492, Train Steps/Sec: 1.50
[2025-05-12 16:42:15] (Generator) rec_loss: 0.0616, perceptual_loss: 0.3203, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9665, generator_adv_loss: 0.0222, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3073
[2025-05-12 16:42:16] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0537, logits_fake: -0.0444
[2025-05-12 16:42:16] (step=0145300) Train Loss: 1.1092, Train Steps/Sec: 1.50
[2025-05-12 16:43:22] (Generator) rec_loss: 0.0602, perceptual_loss: 0.2930, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9644, generator_adv_loss: 0.0396, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3044
[2025-05-12 16:43:22] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0532, logits_fake: -0.0791
[2025-05-12 16:43:22] (step=0145400) Train Loss: 1.1978, Train Steps/Sec: 1.50
[2025-05-12 16:44:28] (Generator) rec_loss: 0.0834, perceptual_loss: 0.2910, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9623, generator_adv_loss: 0.1016, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3130
[2025-05-12 16:44:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2080, logits_fake: -0.2031
[2025-05-12 16:44:29] (step=0145500) Train Loss: 1.2052, Train Steps/Sec: 1.50
[2025-05-12 16:45:35] (Generator) rec_loss: 0.0424, perceptual_loss: 0.2695, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9561, generator_adv_loss: 0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2483
[2025-05-12 16:45:35] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1670, logits_fake: -0.1523
[2025-05-12 16:45:35] (step=0145600) Train Loss: 1.2205, Train Steps/Sec: 1.51
[2025-05-12 16:46:41] (Generator) rec_loss: 0.0766, perceptual_loss: 0.2559, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9583, generator_adv_loss: 0.0080, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2606
[2025-05-12 16:46:41] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0302, logits_fake: -0.0160
[2025-05-12 16:46:41] (step=0145700) Train Loss: 1.1837, Train Steps/Sec: 1.50
[2025-05-12 16:47:48] (Generator) rec_loss: 0.0297, perceptual_loss: 0.2812, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9601, generator_adv_loss: 0.0894, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3310
[2025-05-12 16:47:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.1787
[2025-05-12 16:47:48] (step=0145800) Train Loss: 1.1943, Train Steps/Sec: 1.50
[2025-05-12 16:48:54] (Generator) rec_loss: 0.0458, perceptual_loss: 0.2832, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9588, generator_adv_loss: -0.0311, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2944
[2025-05-12 16:48:54] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0708, logits_fake: 0.0623
[2025-05-12 16:48:54] (step=0145900) Train Loss: 1.1317, Train Steps/Sec: 1.50
[2025-05-12 16:50:01] (Generator) rec_loss: 0.0377, perceptual_loss: 0.2441, vq_loss: 0.0130, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9615, generator_adv_loss: 0.0166, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2934
[2025-05-12 16:50:01] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0173, logits_fake: -0.0332
[2025-05-12 16:50:01] (step=0146000) Train Loss: 1.0913, Train Steps/Sec: 1.50
[2025-05-12 16:51:07] (Generator) rec_loss: 0.0430, perceptual_loss: 0.2812, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9601, generator_adv_loss: 0.0903, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2755
[2025-05-12 16:51:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1836, logits_fake: -0.1807
[2025-05-12 16:51:08] (step=0146100) Train Loss: 1.1660, Train Steps/Sec: 1.50
[2025-05-12 16:52:14] (Generator) rec_loss: 0.0412, perceptual_loss: 0.2910, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9643, generator_adv_loss: 0.0299, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3156
[2025-05-12 16:52:14] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0410, logits_fake: -0.0598
[2025-05-12 16:52:14] (step=0146200) Train Loss: 1.1495, Train Steps/Sec: 1.50
[2025-05-12 16:53:20] (Generator) rec_loss: 0.0595, perceptual_loss: 0.3066, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9630, generator_adv_loss: 0.0256, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3005
[2025-05-12 16:53:21] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0374, logits_fake: -0.0513
[2025-05-12 16:53:21] (step=0146300) Train Loss: 1.1282, Train Steps/Sec: 1.50
[2025-05-12 16:54:27] (Generator) rec_loss: 0.0600, perceptual_loss: 0.2930, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9624, generator_adv_loss: 0.0088, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3402
[2025-05-12 16:54:27] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0093, logits_fake: -0.0176
[2025-05-12 16:54:27] (step=0146400) Train Loss: 1.1892, Train Steps/Sec: 1.51
[2025-05-12 16:55:33] (Generator) rec_loss: 0.0308, perceptual_loss: 0.2734, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9648, generator_adv_loss: -0.0024, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2557
[2025-05-12 16:55:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0099, logits_fake: 0.0049
[2025-05-12 16:55:34] (step=0146500) Train Loss: 1.1611, Train Steps/Sec: 1.50
[2025-05-12 16:56:40] (Generator) rec_loss: 0.0261, perceptual_loss: 0.2734, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9673, generator_adv_loss: -0.0142, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3032
[2025-05-12 16:56:40] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0168, logits_fake: 0.0284
[2025-05-12 16:56:40] (step=0146600) Train Loss: 1.1133, Train Steps/Sec: 1.50
[2025-05-12 16:57:46] (Generator) rec_loss: 0.0531, perceptual_loss: 0.2734, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9650, generator_adv_loss: 0.0025, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2942
[2025-05-12 16:57:47] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0491, logits_fake: -0.0050
[2025-05-12 16:57:47] (step=0146700) Train Loss: 1.1623, Train Steps/Sec: 1.50
[2025-05-12 16:58:53] (Generator) rec_loss: 0.1051, perceptual_loss: 0.3281, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9662, generator_adv_loss: -0.0400, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3226
[2025-05-12 16:58:53] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1094, logits_fake: 0.0801
[2025-05-12 16:58:53] (step=0146800) Train Loss: 1.1202, Train Steps/Sec: 1.50
[2025-05-12 16:59:59] (Generator) rec_loss: 0.0392, perceptual_loss: 0.3008, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9602, generator_adv_loss: -0.0216, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3212
[2025-05-12 17:00:00] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0271, logits_fake: 0.0432
[2025-05-12 17:00:00] (step=0146900) Train Loss: 1.1304, Train Steps/Sec: 1.50
[2025-05-12 17:01:06] (Generator) rec_loss: 0.0468, perceptual_loss: 0.2852, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9627, generator_adv_loss: 0.0087, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2915
[2025-05-12 17:01:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0138, logits_fake: -0.0173
[2025-05-12 17:01:06] (step=0147000) Train Loss: 1.0998, Train Steps/Sec: 1.51
[2025-05-12 17:02:12] (Generator) rec_loss: 0.0615, perceptual_loss: 0.2812, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9645, generator_adv_loss: -0.0059, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3359
[2025-05-12 17:02:13] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.0483, logits_fake: 0.0118
[2025-05-12 17:02:13] (step=0147100) Train Loss: 1.1566, Train Steps/Sec: 1.50
[2025-05-12 17:03:19] (Generator) rec_loss: 0.0481, perceptual_loss: 0.2461, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9653, generator_adv_loss: 0.0371, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2919
[2025-05-12 17:03:19] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0547, logits_fake: -0.0742
[2025-05-12 17:03:19] (step=0147200) Train Loss: 1.1883, Train Steps/Sec: 1.50
[2025-05-12 17:04:25] (Generator) rec_loss: 0.0258, perceptual_loss: 0.2656, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9642, generator_adv_loss: 0.0505, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3207
[2025-05-12 17:04:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1108, logits_fake: -0.1011
[2025-05-12 17:04:26] (step=0147300) Train Loss: 1.1683, Train Steps/Sec: 1.51
[2025-05-12 17:05:32] (Generator) rec_loss: 0.0306, perceptual_loss: 0.2617, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9653, generator_adv_loss: 0.0461, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2574
[2025-05-12 17:05:32] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0884, logits_fake: -0.0923
[2025-05-12 17:05:32] (step=0147400) Train Loss: 1.1746, Train Steps/Sec: 1.51
[2025-05-12 17:06:38] (Generator) rec_loss: 0.0641, perceptual_loss: 0.2832, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9609, generator_adv_loss: -0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3027
[2025-05-12 17:06:39] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0908, logits_fake: 0.0737
[2025-05-12 17:06:39] (step=0147500) Train Loss: 1.1199, Train Steps/Sec: 1.50
[2025-05-12 17:07:45] (Generator) rec_loss: 0.0423, perceptual_loss: 0.2793, vq_loss: 0.0123, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9643, generator_adv_loss: -0.0645, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2952
[2025-05-12 17:07:45] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1118, logits_fake: 0.1289
[2025-05-12 17:07:45] (step=0147600) Train Loss: 1.1471, Train Steps/Sec: 1.50
[2025-05-12 17:08:51] (Generator) rec_loss: 0.0915, perceptual_loss: 0.3027, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9612, generator_adv_loss: -0.0146, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2619
[2025-05-12 17:08:52] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0437, logits_fake: 0.0293
[2025-05-12 17:08:52] (step=0147700) Train Loss: 1.1052, Train Steps/Sec: 1.50
[2025-05-12 17:09:58] (Generator) rec_loss: 0.0336, perceptual_loss: 0.2617, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9626, generator_adv_loss: 0.0479, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2593
[2025-05-12 17:09:58] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0830, logits_fake: -0.0957
[2025-05-12 17:09:58] (step=0147800) Train Loss: 1.1504, Train Steps/Sec: 1.51
[2025-05-12 17:11:04] (Generator) rec_loss: 0.0570, perceptual_loss: 0.2910, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9609, generator_adv_loss: 0.0493, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3160
[2025-05-12 17:11:04] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0869, logits_fake: -0.0986
[2025-05-12 17:11:04] (step=0147900) Train Loss: 1.1980, Train Steps/Sec: 1.51
[2025-05-12 17:12:10] (Generator) rec_loss: 0.0512, perceptual_loss: 0.2930, vq_loss: 0.0126, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9634, generator_adv_loss: 0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2741
[2025-05-12 17:12:11] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1699, logits_fake: -0.1445
[2025-05-12 17:12:11] (step=0148000) Train Loss: 1.2016, Train Steps/Sec: 1.51
[2025-05-12 17:13:17] (Generator) rec_loss: 0.0608, perceptual_loss: 0.3027, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9594, generator_adv_loss: -0.0664, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3143
[2025-05-12 17:13:17] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.0859, logits_fake: 0.1328
[2025-05-12 17:13:17] (step=0148100) Train Loss: 1.1879, Train Steps/Sec: 1.50
[2025-05-12 17:14:24] (Generator) rec_loss: 0.0843, perceptual_loss: 0.4023, vq_loss: 0.0125, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9599, generator_adv_loss: -0.0015, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3979
[2025-05-12 17:14:24] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.0430, logits_fake: 0.0031
[2025-05-12 17:14:24] (step=0148200) Train Loss: 1.1302, Train Steps/Sec: 1.50
[2025-05-12 17:15:30] (Generator) rec_loss: 0.0596, perceptual_loss: 0.2988, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9600, generator_adv_loss: 0.0454, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3130
[2025-05-12 17:15:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0874, logits_fake: -0.0908
[2025-05-12 17:15:30] (step=0148300) Train Loss: 1.1606, Train Steps/Sec: 1.50
[2025-05-12 17:16:37] (Generator) rec_loss: 0.0551, perceptual_loss: 0.2852, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9603, generator_adv_loss: 0.0605, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2795
[2025-05-12 17:16:37] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1318, logits_fake: -0.1211
[2025-05-12 17:16:37] (step=0148400) Train Loss: 1.1708, Train Steps/Sec: 1.50
[2025-05-12 17:17:43] (Generator) rec_loss: 0.0497, perceptual_loss: 0.2734, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9613, generator_adv_loss: 0.0593, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2418
[2025-05-12 17:17:44] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0967, logits_fake: -0.1187
[2025-05-12 17:17:44] (step=0148500) Train Loss: 1.2342, Train Steps/Sec: 1.50
[2025-05-12 17:18:50] (Generator) rec_loss: 0.0939, perceptual_loss: 0.2832, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9607, generator_adv_loss: 0.0026, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2809
[2025-05-12 17:18:50] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0054, logits_fake: -0.0052
[2025-05-12 17:18:50] (step=0148600) Train Loss: 1.1447, Train Steps/Sec: 1.50
[2025-05-12 17:19:56] (Generator) rec_loss: 0.0739, perceptual_loss: 0.3125, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9654, generator_adv_loss: -0.0547, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3291
[2025-05-12 17:19:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1079, logits_fake: 0.1094
[2025-05-12 17:19:57] (step=0148700) Train Loss: 1.1542, Train Steps/Sec: 1.50
[2025-05-12 17:21:03] (Generator) rec_loss: 0.0307, perceptual_loss: 0.2598, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9573, generator_adv_loss: 0.0361, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2639
[2025-05-12 17:21:03] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0620, logits_fake: -0.0723
[2025-05-12 17:21:03] (step=0148800) Train Loss: 1.1473, Train Steps/Sec: 1.50
[2025-05-12 17:22:09] (Generator) rec_loss: 0.0683, perceptual_loss: 0.2715, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9629, generator_adv_loss: 0.0315, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2898
[2025-05-12 17:22:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0732, logits_fake: -0.0630
[2025-05-12 17:22:09] (step=0148900) Train Loss: 1.1660, Train Steps/Sec: 1.50
[2025-05-12 17:23:15] (Generator) rec_loss: 0.0442, perceptual_loss: 0.2598, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9626, generator_adv_loss: 0.0864, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3098
[2025-05-12 17:23:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1768, logits_fake: -0.1729
[2025-05-12 17:23:16] (step=0149000) Train Loss: 1.1996, Train Steps/Sec: 1.50
[2025-05-12 17:24:22] (Generator) rec_loss: 0.0628, perceptual_loss: 0.3008, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9629, generator_adv_loss: -0.0522, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3071
[2025-05-12 17:24:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1011, logits_fake: 0.1045
[2025-05-12 17:24:22] (step=0149100) Train Loss: 1.1731, Train Steps/Sec: 1.51
[2025-05-12 17:25:28] (Generator) rec_loss: 0.0589, perceptual_loss: 0.2812, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9614, generator_adv_loss: 0.0544, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3002
[2025-05-12 17:25:29] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1318, logits_fake: -0.1089
[2025-05-12 17:25:29] (step=0149200) Train Loss: 1.1365, Train Steps/Sec: 1.51
[2025-05-12 17:26:35] (Generator) rec_loss: 0.0730, perceptual_loss: 0.2852, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9640, generator_adv_loss: 0.0415, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2760
[2025-05-12 17:26:35] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1172, logits_fake: -0.0830
[2025-05-12 17:26:35] (step=0149300) Train Loss: 1.2139, Train Steps/Sec: 1.50
[2025-05-12 17:27:41] (Generator) rec_loss: 0.0390, perceptual_loss: 0.2773, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9603, generator_adv_loss: -0.0403, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3036
[2025-05-12 17:27:42] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0913, logits_fake: 0.0806
[2025-05-12 17:27:42] (step=0149400) Train Loss: 1.1528, Train Steps/Sec: 1.51
[2025-05-12 17:28:48] (Generator) rec_loss: 0.0600, perceptual_loss: 0.2832, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9591, generator_adv_loss: -0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2625
[2025-05-12 17:28:48] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1279, logits_fake: 0.1387
[2025-05-12 17:28:48] (step=0149500) Train Loss: 1.1056, Train Steps/Sec: 1.50
[2025-05-12 17:29:54] (Generator) rec_loss: 0.0480, perceptual_loss: 0.3008, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9605, generator_adv_loss: -0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2974
[2025-05-12 17:29:55] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1553, logits_fake: 0.1719
[2025-05-12 17:29:55] (step=0149600) Train Loss: 1.0999, Train Steps/Sec: 1.50
[2025-05-12 17:31:01] (Generator) rec_loss: 0.0969, perceptual_loss: 0.3164, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9678, generator_adv_loss: -0.1074, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3308
[2025-05-12 17:31:01] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.1650, logits_fake: 0.2148
[2025-05-12 17:31:01] (step=0149700) Train Loss: 1.1132, Train Steps/Sec: 1.51
[2025-05-12 17:32:07] (Generator) rec_loss: 0.0598, perceptual_loss: 0.3047, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9639, generator_adv_loss: -0.0786, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3194
[2025-05-12 17:32:08] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1699, logits_fake: 0.1572
[2025-05-12 17:32:08] (step=0149800) Train Loss: 1.1021, Train Steps/Sec: 1.50
[2025-05-12 17:33:14] (Generator) rec_loss: 0.0663, perceptual_loss: 0.2715, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9624, generator_adv_loss: 0.0505, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2875
[2025-05-12 17:33:14] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1157, logits_fake: -0.1011
[2025-05-12 17:33:14] (step=0149900) Train Loss: 1.1544, Train Steps/Sec: 1.50
[2025-05-12 17:34:20] (Generator) rec_loss: 0.0358, perceptual_loss: 0.2754, vq_loss: 0.0127, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9606, generator_adv_loss: 0.0197, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2778
[2025-05-12 17:34:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0330, logits_fake: -0.0393
[2025-05-12 17:34:21] (step=0150000) Train Loss: 1.1450, Train Steps/Sec: 1.50
[2025-05-12 17:34:24] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0150000.pt
[2025-05-12 17:35:30] (Generator) rec_loss: 0.0385, perceptual_loss: 0.2617, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9609, generator_adv_loss: 0.0089, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2308
[2025-05-12 17:35:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0199, logits_fake: -0.0177
[2025-05-12 17:35:31] (step=0150100) Train Loss: 1.1622, Train Steps/Sec: 1.43
[2025-05-12 17:36:37] (Generator) rec_loss: 0.0696, perceptual_loss: 0.3027, vq_loss: 0.0116, commit_loss: 0.0029, entropy_loss: 0.0000, codebook_usage: 0.9613, generator_adv_loss: 0.0972, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2950
[2025-05-12 17:36:37] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1875, logits_fake: -0.1943
[2025-05-12 17:36:37] (step=0150200) Train Loss: 1.2041, Train Steps/Sec: 1.50
[2025-05-12 17:37:43] (Generator) rec_loss: 0.0284, perceptual_loss: 0.2480, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9678, generator_adv_loss: 0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2910
[2025-05-12 17:37:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1602, logits_fake: -0.1523
[2025-05-12 17:37:44] (step=0150300) Train Loss: 1.1999, Train Steps/Sec: 1.50
[2025-05-12 17:38:49] (Generator) rec_loss: 0.0726, perceptual_loss: 0.3145, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9607, generator_adv_loss: 0.0103, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2982
[2025-05-12 17:38:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0256, logits_fake: -0.0206
[2025-05-12 17:38:50] (step=0150400) Train Loss: 1.2197, Train Steps/Sec: 1.51
[2025-05-12 17:39:56] (Generator) rec_loss: 0.0630, perceptual_loss: 0.2793, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9626, generator_adv_loss: 0.0091, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2550
[2025-05-12 17:39:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0156, logits_fake: -0.0182
[2025-05-12 17:39:56] (step=0150500) Train Loss: 1.1354, Train Steps/Sec: 1.51
[2025-05-12 17:41:02] (Generator) rec_loss: 0.0493, perceptual_loss: 0.2949, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9611, generator_adv_loss: 0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3402
[2025-05-12 17:41:03] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1279, logits_fake: -0.1416
[2025-05-12 17:41:03] (step=0150600) Train Loss: 1.1790, Train Steps/Sec: 1.50
[2025-05-12 17:42:09] (Generator) rec_loss: 0.0639, perceptual_loss: 0.2969, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9602, generator_adv_loss: 0.0036, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2870
[2025-05-12 17:42:09] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0220, logits_fake: -0.0072
[2025-05-12 17:42:09] (step=0150700) Train Loss: 1.1374, Train Steps/Sec: 1.51
[2025-05-12 17:43:15] (Generator) rec_loss: 0.0436, perceptual_loss: 0.2891, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9659, generator_adv_loss: 0.0128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2957
[2025-05-12 17:43:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0201, logits_fake: -0.0256
[2025-05-12 17:43:16] (step=0150800) Train Loss: 1.1524, Train Steps/Sec: 1.50
[2025-05-12 17:44:22] (Generator) rec_loss: 0.0368, perceptual_loss: 0.2754, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9679, generator_adv_loss: 0.0366, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2533
[2025-05-12 17:44:22] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1045, logits_fake: -0.0732
[2025-05-12 17:44:22] (step=0150900) Train Loss: 1.1942, Train Steps/Sec: 1.50
[2025-05-12 17:45:28] (Generator) rec_loss: 0.0548, perceptual_loss: 0.3145, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9650, generator_adv_loss: -0.0270, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3484
[2025-05-12 17:45:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0488, logits_fake: 0.0540
[2025-05-12 17:45:29] (step=0151000) Train Loss: 1.1485, Train Steps/Sec: 1.50
[2025-05-12 17:46:35] (Generator) rec_loss: 0.0826, perceptual_loss: 0.2812, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9621, generator_adv_loss: -0.0698, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2539
[2025-05-12 17:46:35] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1221, logits_fake: 0.1396
[2025-05-12 17:46:35] (step=0151100) Train Loss: 1.1031, Train Steps/Sec: 1.50
[2025-05-12 17:47:41] (Generator) rec_loss: 0.0467, perceptual_loss: 0.2891, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9653, generator_adv_loss: 0.0118, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3197
[2025-05-12 17:47:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0256, logits_fake: -0.0236
[2025-05-12 17:47:42] (step=0151200) Train Loss: 1.1193, Train Steps/Sec: 1.51
[2025-05-12 17:48:48] (Generator) rec_loss: 0.0482, perceptual_loss: 0.3047, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9620, generator_adv_loss: -0.0669, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3073
[2025-05-12 17:48:48] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.1562, logits_fake: 0.1338
[2025-05-12 17:48:48] (step=0151300) Train Loss: 1.1423, Train Steps/Sec: 1.51
[2025-05-12 17:49:54] (Generator) rec_loss: 0.0788, perceptual_loss: 0.2988, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9597, generator_adv_loss: -0.1030, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3059
[2025-05-12 17:49:55] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1836, logits_fake: 0.2061
[2025-05-12 17:49:55] (step=0151400) Train Loss: 1.0981, Train Steps/Sec: 1.51
[2025-05-12 17:51:01] (Generator) rec_loss: 0.0435, perceptual_loss: 0.2559, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9620, generator_adv_loss: 0.0156, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2922
[2025-05-12 17:51:01] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0051, logits_fake: -0.0312
[2025-05-12 17:51:01] (step=0151500) Train Loss: 1.1067, Train Steps/Sec: 1.50
[2025-05-12 17:52:07] (Generator) rec_loss: 0.1178, perceptual_loss: 0.3438, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9621, generator_adv_loss: -0.1128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3231
[2025-05-12 17:52:08] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2441, logits_fake: 0.2256
[2025-05-12 17:52:08] (step=0151600) Train Loss: 1.1181, Train Steps/Sec: 1.50
[2025-05-12 17:53:14] (Generator) rec_loss: 0.0337, perceptual_loss: 0.2812, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9609, generator_adv_loss: 0.0532, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3142
[2025-05-12 17:53:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1123, logits_fake: -0.1064
[2025-05-12 17:53:14] (step=0151700) Train Loss: 1.1265, Train Steps/Sec: 1.50
[2025-05-12 17:54:20] (Generator) rec_loss: 0.0406, perceptual_loss: 0.2812, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9616, generator_adv_loss: 0.0192, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2878
[2025-05-12 17:54:21] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0522, logits_fake: -0.0383
[2025-05-12 17:54:21] (step=0151800) Train Loss: 1.1215, Train Steps/Sec: 1.50
[2025-05-12 17:55:27] (Generator) rec_loss: 0.0392, perceptual_loss: 0.2793, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9636, generator_adv_loss: 0.0457, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2849
[2025-05-12 17:55:27] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0801, logits_fake: -0.0913
[2025-05-12 17:55:27] (step=0151900) Train Loss: 1.1945, Train Steps/Sec: 1.50
[2025-05-12 17:56:33] (Generator) rec_loss: 0.0352, perceptual_loss: 0.2852, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9552, generator_adv_loss: 0.0306, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2523
[2025-05-12 17:56:34] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0503, logits_fake: -0.0613
[2025-05-12 17:56:34] (step=0152000) Train Loss: 1.1691, Train Steps/Sec: 1.50
[2025-05-12 17:57:40] (Generator) rec_loss: 0.0353, perceptual_loss: 0.2559, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9633, generator_adv_loss: 0.0229, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2715
[2025-05-12 17:57:40] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0306, logits_fake: -0.0459
[2025-05-12 17:57:40] (step=0152100) Train Loss: 1.1266, Train Steps/Sec: 1.50
[2025-05-12 17:58:46] (Generator) rec_loss: 0.0500, perceptual_loss: 0.2637, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9614, generator_adv_loss: 0.0190, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2945
[2025-05-12 17:58:47] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0267, logits_fake: -0.0381
[2025-05-12 17:58:47] (step=0152200) Train Loss: 1.1417, Train Steps/Sec: 1.50
[2025-05-12 17:59:53] (Generator) rec_loss: 0.0504, perceptual_loss: 0.2891, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9589, generator_adv_loss: 0.0094, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2841
[2025-05-12 17:59:53] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0557, logits_fake: -0.0188
[2025-05-12 17:59:53] (step=0152300) Train Loss: 1.1125, Train Steps/Sec: 1.50
[2025-05-12 18:00:59] (Generator) rec_loss: 0.0622, perceptual_loss: 0.2812, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9673, generator_adv_loss: -0.0552, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3266
[2025-05-12 18:01:00] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1216, logits_fake: 0.1104
[2025-05-12 18:01:00] (step=0152400) Train Loss: 1.1349, Train Steps/Sec: 1.50
[2025-05-12 18:02:06] (Generator) rec_loss: 0.0813, perceptual_loss: 0.2871, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9602, generator_adv_loss: 0.0469, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2836
[2025-05-12 18:02:06] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0874, logits_fake: -0.0938
[2025-05-12 18:02:06] (step=0152500) Train Loss: 1.1799, Train Steps/Sec: 1.50
[2025-05-12 18:03:12] (Generator) rec_loss: 0.0396, perceptual_loss: 0.2773, vq_loss: 0.0130, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9587, generator_adv_loss: -0.0145, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2957
[2025-05-12 18:03:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0312, logits_fake: 0.0291
[2025-05-12 18:03:13] (step=0152600) Train Loss: 1.1472, Train Steps/Sec: 1.51
[2025-05-12 18:04:19] (Generator) rec_loss: 0.0489, perceptual_loss: 0.2461, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9643, generator_adv_loss: 0.0228, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2621
[2025-05-12 18:04:19] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0255, logits_fake: -0.0457
[2025-05-12 18:04:19] (step=0152700) Train Loss: 1.1515, Train Steps/Sec: 1.50
[2025-05-12 18:05:25] (Generator) rec_loss: 0.1060, perceptual_loss: 0.3047, vq_loss: 0.0156, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9655, generator_adv_loss: -0.0205, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2785
[2025-05-12 18:05:25] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0040, logits_fake: 0.0410
[2025-05-12 18:05:25] (step=0152800) Train Loss: 1.1694, Train Steps/Sec: 1.50
[2025-05-12 18:06:32] (Generator) rec_loss: 0.0615, perceptual_loss: 0.2500, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9637, generator_adv_loss: 0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2864
[2025-05-12 18:06:32] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1338, logits_fake: -0.1543
[2025-05-12 18:06:32] (step=0152900) Train Loss: 1.2025, Train Steps/Sec: 1.50
[2025-05-12 18:07:38] (Generator) rec_loss: 0.0544, perceptual_loss: 0.2402, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9640, generator_adv_loss: -0.0219, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2583
[2025-05-12 18:07:38] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0135, logits_fake: 0.0437
[2025-05-12 18:07:38] (step=0153000) Train Loss: 1.1830, Train Steps/Sec: 1.50
[2025-05-12 18:08:44] (Generator) rec_loss: 0.0640, perceptual_loss: 0.3027, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9633, generator_adv_loss: 0.0029, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3128
[2025-05-12 18:08:45] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0232, logits_fake: -0.0059
[2025-05-12 18:08:45] (step=0153100) Train Loss: 1.1103, Train Steps/Sec: 1.50
[2025-05-12 18:09:51] (Generator) rec_loss: 0.0376, perceptual_loss: 0.2637, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9644, generator_adv_loss: 0.0310, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2621
[2025-05-12 18:09:51] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0381, logits_fake: -0.0620
[2025-05-12 18:09:51] (step=0153200) Train Loss: 1.1549, Train Steps/Sec: 1.50
[2025-05-12 18:10:58] (Generator) rec_loss: 0.0484, perceptual_loss: 0.2676, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9663, generator_adv_loss: 0.0410, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3129
[2025-05-12 18:10:58] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0708, logits_fake: -0.0820
[2025-05-12 18:10:58] (step=0153300) Train Loss: 1.1595, Train Steps/Sec: 1.50
[2025-05-12 18:12:04] (Generator) rec_loss: 0.0564, perceptual_loss: 0.2832, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9662, generator_adv_loss: 0.0075, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2954
[2025-05-12 18:12:05] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0315, logits_fake: -0.0150
[2025-05-12 18:12:05] (step=0153400) Train Loss: 1.1861, Train Steps/Sec: 1.50
[2025-05-12 18:13:11] (Generator) rec_loss: 0.0615, perceptual_loss: 0.2871, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9607, generator_adv_loss: -0.0508, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2961
[2025-05-12 18:13:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0972, logits_fake: 0.1016
[2025-05-12 18:13:11] (step=0153500) Train Loss: 1.1758, Train Steps/Sec: 1.50
[2025-05-12 18:14:17] (Generator) rec_loss: 0.0281, perceptual_loss: 0.2559, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9653, generator_adv_loss: 0.0018, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2530
[2025-05-12 18:14:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0085, logits_fake: -0.0036
[2025-05-12 18:14:18] (step=0153600) Train Loss: 1.1257, Train Steps/Sec: 1.50
[2025-05-12 18:15:24] (Generator) rec_loss: 0.0452, perceptual_loss: 0.2793, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9679, generator_adv_loss: -0.0571, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2730
[2025-05-12 18:15:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1191, logits_fake: 0.1143
[2025-05-12 18:15:24] (step=0153700) Train Loss: 1.1447, Train Steps/Sec: 1.51
[2025-05-12 18:16:30] (Generator) rec_loss: 0.0567, perceptual_loss: 0.2734, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9650, generator_adv_loss: 0.0549, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3475
[2025-05-12 18:16:30] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0918, logits_fake: -0.1099
[2025-05-12 18:16:31] (step=0153800) Train Loss: 1.1197, Train Steps/Sec: 1.50
[2025-05-12 18:17:37] (Generator) rec_loss: 0.0733, perceptual_loss: 0.2637, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9688, generator_adv_loss: -0.0352, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2739
[2025-05-12 18:17:37] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0354, logits_fake: 0.0703
[2025-05-12 18:17:37] (step=0153900) Train Loss: 1.1595, Train Steps/Sec: 1.50
[2025-05-12 18:18:43] (Generator) rec_loss: 0.0353, perceptual_loss: 0.2773, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9649, generator_adv_loss: 0.0371, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2531
[2025-05-12 18:18:44] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0615, logits_fake: -0.0742
[2025-05-12 18:18:44] (step=0154000) Train Loss: 1.1702, Train Steps/Sec: 1.50
[2025-05-12 18:19:50] (Generator) rec_loss: 0.0559, perceptual_loss: 0.2676, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9605, generator_adv_loss: -0.0349, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2614
[2025-05-12 18:19:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0664, logits_fake: 0.0698
[2025-05-12 18:19:50] (step=0154100) Train Loss: 1.1124, Train Steps/Sec: 1.50
[2025-05-12 18:20:56] (Generator) rec_loss: 0.0431, perceptual_loss: 0.2910, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9605, generator_adv_loss: -0.0292, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3406
[2025-05-12 18:20:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0562, logits_fake: 0.0583
[2025-05-12 18:20:57] (step=0154200) Train Loss: 1.0927, Train Steps/Sec: 1.50
[2025-05-12 18:22:03] (Generator) rec_loss: 0.0456, perceptual_loss: 0.2578, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9643, generator_adv_loss: -0.0393, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2720
[2025-05-12 18:22:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0771, logits_fake: 0.0786
[2025-05-12 18:22:03] (step=0154300) Train Loss: 1.1067, Train Steps/Sec: 1.50
[2025-05-12 18:23:09] (Generator) rec_loss: 0.0337, perceptual_loss: 0.2656, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9652, generator_adv_loss: 0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3087
[2025-05-12 18:23:10] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1270, logits_fake: -0.1118
[2025-05-12 18:23:10] (step=0154400) Train Loss: 1.1079, Train Steps/Sec: 1.50
[2025-05-12 18:24:16] (Generator) rec_loss: 0.0539, perceptual_loss: 0.2793, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9624, generator_adv_loss: 0.0262, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2820
[2025-05-12 18:24:16] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0265, logits_fake: -0.0525
[2025-05-12 18:24:16] (step=0154500) Train Loss: 1.1616, Train Steps/Sec: 1.50
[2025-05-12 18:25:22] (Generator) rec_loss: 0.0620, perceptual_loss: 0.2852, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9648, generator_adv_loss: 0.0342, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3083
[2025-05-12 18:25:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0693, logits_fake: -0.0684
[2025-05-12 18:25:23] (step=0154600) Train Loss: 1.1614, Train Steps/Sec: 1.50
[2025-05-12 18:26:28] (Generator) rec_loss: 0.0588, perceptual_loss: 0.2754, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9654, generator_adv_loss: -0.0125, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2794
[2025-05-12 18:26:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0154, logits_fake: 0.0250
[2025-05-12 18:26:29] (step=0154700) Train Loss: 1.1579, Train Steps/Sec: 1.51
[2025-05-12 18:27:35] (Generator) rec_loss: 0.0841, perceptual_loss: 0.3066, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9602, generator_adv_loss: -0.0043, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2726
[2025-05-12 18:27:35] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0178, logits_fake: 0.0086
[2025-05-12 18:27:35] (step=0154800) Train Loss: 1.1682, Train Steps/Sec: 1.51
[2025-05-12 18:28:41] (Generator) rec_loss: 0.0590, perceptual_loss: 0.3145, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9624, generator_adv_loss: -0.0126, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2917
[2025-05-12 18:28:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0225, logits_fake: 0.0253
[2025-05-12 18:28:42] (step=0154900) Train Loss: 1.1536, Train Steps/Sec: 1.50
[2025-05-12 18:29:48] (Generator) rec_loss: 0.0554, perceptual_loss: 0.2676, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9663, generator_adv_loss: -0.0247, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2797
[2025-05-12 18:29:48] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0649, logits_fake: 0.0493
[2025-05-12 18:29:48] (step=0155000) Train Loss: 1.1449, Train Steps/Sec: 1.50
[2025-05-12 18:29:52] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0155000.pt
[2025-05-12 18:30:58] (Generator) rec_loss: 0.0572, perceptual_loss: 0.2832, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9621, generator_adv_loss: -0.0150, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3019
[2025-05-12 18:30:59] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0520, logits_fake: 0.0300
[2025-05-12 18:30:59] (step=0155100) Train Loss: 1.1588, Train Steps/Sec: 1.43
[2025-05-12 18:32:05] (Generator) rec_loss: 0.0690, perceptual_loss: 0.2910, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9672, generator_adv_loss: 0.0601, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2997
[2025-05-12 18:32:05] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.0762, logits_fake: -0.1201
[2025-05-12 18:32:05] (step=0155200) Train Loss: 1.1838, Train Steps/Sec: 1.50
[2025-05-12 18:33:11] (Generator) rec_loss: 0.0370, perceptual_loss: 0.2656, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9624, generator_adv_loss: -0.0265, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2836
[2025-05-12 18:33:11] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0444, logits_fake: 0.0530
[2025-05-12 18:33:11] (step=0155300) Train Loss: 1.1334, Train Steps/Sec: 1.50
[2025-05-12 18:34:18] (Generator) rec_loss: 0.0466, perceptual_loss: 0.2256, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9689, generator_adv_loss: 0.1191, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2660
[2025-05-12 18:34:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2383, logits_fake: -0.2383
[2025-05-12 18:34:18] (step=0155400) Train Loss: 1.1983, Train Steps/Sec: 1.50
[2025-05-12 18:35:24] (Generator) rec_loss: 0.0351, perceptual_loss: 0.2930, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9607, generator_adv_loss: -0.0058, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2986
[2025-05-12 18:35:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0123, logits_fake: 0.0115
[2025-05-12 18:35:24] (step=0155500) Train Loss: 1.2007, Train Steps/Sec: 1.50
[2025-05-12 18:36:31] (Generator) rec_loss: 0.0661, perceptual_loss: 0.2852, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9610, generator_adv_loss: 0.0513, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3176
[2025-05-12 18:36:31] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1025
[2025-05-12 18:36:31] (step=0155600) Train Loss: 1.1385, Train Steps/Sec: 1.50
[2025-05-12 18:37:37] (Generator) rec_loss: 0.0317, perceptual_loss: 0.2793, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9579, generator_adv_loss: 0.0869, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2826
[2025-05-12 18:37:38] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1660, logits_fake: -0.1738
[2025-05-12 18:37:38] (step=0155700) Train Loss: 1.1840, Train Steps/Sec: 1.50
[2025-05-12 18:38:44] (Generator) rec_loss: 0.0635, perceptual_loss: 0.3145, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9599, generator_adv_loss: 0.0352, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2810
[2025-05-12 18:38:44] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0645, logits_fake: -0.0703
[2025-05-12 18:38:44] (step=0155800) Train Loss: 1.1825, Train Steps/Sec: 1.50
[2025-05-12 18:39:50] (Generator) rec_loss: 0.0306, perceptual_loss: 0.2637, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9657, generator_adv_loss: 0.0649, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2432
[2025-05-12 18:39:51] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1514, logits_fake: -0.1299
[2025-05-12 18:39:51] (step=0155900) Train Loss: 1.1950, Train Steps/Sec: 1.50
[2025-05-12 18:40:57] (Generator) rec_loss: 0.0484, perceptual_loss: 0.2676, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9632, generator_adv_loss: -0.0033, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2576
[2025-05-12 18:40:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0030, logits_fake: 0.0067
[2025-05-12 18:40:57] (step=0156000) Train Loss: 1.1061, Train Steps/Sec: 1.50
[2025-05-12 18:42:03] (Generator) rec_loss: 0.0568, perceptual_loss: 0.3926, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9650, generator_adv_loss: 0.0118, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3617
[2025-05-12 18:42:04] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0420, logits_fake: -0.0236
[2025-05-12 18:42:04] (step=0156100) Train Loss: 1.1163, Train Steps/Sec: 1.50
[2025-05-12 18:43:10] (Generator) rec_loss: 0.0522, perceptual_loss: 0.2812, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9643, generator_adv_loss: -0.0016, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3402
[2025-05-12 18:43:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0058, logits_fake: 0.0032
[2025-05-12 18:43:10] (step=0156200) Train Loss: 1.1426, Train Steps/Sec: 1.50
[2025-05-12 18:44:16] (Generator) rec_loss: 0.0590, perceptual_loss: 0.3125, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9595, generator_adv_loss: -0.0156, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2843
[2025-05-12 18:44:17] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0048, logits_fake: 0.0311
[2025-05-12 18:44:17] (step=0156300) Train Loss: 1.0825, Train Steps/Sec: 1.50
[2025-05-12 18:45:23] (Generator) rec_loss: 0.0282, perceptual_loss: 0.2578, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9658, generator_adv_loss: 0.0007, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2528
[2025-05-12 18:45:23] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0082, logits_fake: -0.0013
[2025-05-12 18:45:23] (step=0156400) Train Loss: 1.0969, Train Steps/Sec: 1.50
[2025-05-12 18:46:29] (Generator) rec_loss: 0.0861, perceptual_loss: 0.2754, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9577, generator_adv_loss: 0.0273, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2796
[2025-05-12 18:46:30] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0452, logits_fake: -0.0547
[2025-05-12 18:46:30] (step=0156500) Train Loss: 1.1525, Train Steps/Sec: 1.50
[2025-05-12 18:47:36] (Generator) rec_loss: 0.0246, perceptual_loss: 0.2559, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9567, generator_adv_loss: -0.0537, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3261
[2025-05-12 18:47:36] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0889, logits_fake: 0.1074
[2025-05-12 18:47:36] (step=0156600) Train Loss: 1.0958, Train Steps/Sec: 1.50
[2025-05-12 18:48:42] (Generator) rec_loss: 0.0294, perceptual_loss: 0.2793, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9630, generator_adv_loss: -0.0210, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2965
[2025-05-12 18:48:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0347, logits_fake: 0.0420
[2025-05-12 18:48:43] (step=0156700) Train Loss: 1.1165, Train Steps/Sec: 1.50
[2025-05-12 18:49:49] (Generator) rec_loss: 0.0609, perceptual_loss: 0.3281, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9622, generator_adv_loss: 0.0121, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3204
[2025-05-12 18:49:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0234, logits_fake: -0.0243
[2025-05-12 18:49:49] (step=0156800) Train Loss: 1.1163, Train Steps/Sec: 1.50
[2025-05-12 18:50:55] (Generator) rec_loss: 0.0481, perceptual_loss: 0.2715, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9625, generator_adv_loss: -0.0260, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2617
[2025-05-12 18:50:56] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0718, logits_fake: 0.0520
[2025-05-12 18:50:56] (step=0156900) Train Loss: 1.1439, Train Steps/Sec: 1.51
[2025-05-12 18:52:02] (Generator) rec_loss: 0.0393, perceptual_loss: 0.2773, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9638, generator_adv_loss: -0.0023, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3292
[2025-05-12 18:52:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0006, logits_fake: 0.0047
[2025-05-12 18:52:02] (step=0157000) Train Loss: 1.1157, Train Steps/Sec: 1.50
[2025-05-12 18:53:08] (Generator) rec_loss: 0.0466, perceptual_loss: 0.2930, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9597, generator_adv_loss: -0.0254, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3199
[2025-05-12 18:53:09] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0708, logits_fake: 0.0508
[2025-05-12 18:53:09] (step=0157100) Train Loss: 1.1134, Train Steps/Sec: 1.50
[2025-05-12 18:54:15] (Generator) rec_loss: 0.0359, perceptual_loss: 0.2715, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9657, generator_adv_loss: -0.0007, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2877
[2025-05-12 18:54:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0067, logits_fake: 0.0013
[2025-05-12 18:54:15] (step=0157200) Train Loss: 1.1451, Train Steps/Sec: 1.50
[2025-05-12 18:55:21] (Generator) rec_loss: 0.0597, perceptual_loss: 0.3086, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9665, generator_adv_loss: -0.0009, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3267
[2025-05-12 18:55:22] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0121, logits_fake: 0.0019
[2025-05-12 18:55:22] (step=0157300) Train Loss: 1.1343, Train Steps/Sec: 1.50
[2025-05-12 18:56:28] (Generator) rec_loss: 0.0498, perceptual_loss: 0.2871, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9626, generator_adv_loss: 0.0562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2779
[2025-05-12 18:56:28] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1328, logits_fake: -0.1123
[2025-05-12 18:56:28] (step=0157400) Train Loss: 1.1617, Train Steps/Sec: 1.50
[2025-05-12 18:57:34] (Generator) rec_loss: 0.0683, perceptual_loss: 0.2520, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9648, generator_adv_loss: -0.0283, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3133
[2025-05-12 18:57:35] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0684, logits_fake: 0.0566
[2025-05-12 18:57:35] (step=0157500) Train Loss: 1.1791, Train Steps/Sec: 1.50
[2025-05-12 18:58:41] (Generator) rec_loss: 0.0774, perceptual_loss: 0.2812, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9609, generator_adv_loss: -0.0737, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3100
[2025-05-12 18:58:41] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1689, logits_fake: 0.1475
[2025-05-12 18:58:41] (step=0157600) Train Loss: 1.1011, Train Steps/Sec: 1.50
[2025-05-12 18:59:47] (Generator) rec_loss: 0.0652, perceptual_loss: 0.2969, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9612, generator_adv_loss: -0.0040, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3362
[2025-05-12 18:59:48] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0147, logits_fake: 0.0081
[2025-05-12 18:59:48] (step=0157700) Train Loss: 1.1026, Train Steps/Sec: 1.50
[2025-05-12 19:00:54] (Generator) rec_loss: 0.0628, perceptual_loss: 0.3047, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9642, generator_adv_loss: 0.0022, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3064
[2025-05-12 19:00:54] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0103, logits_fake: -0.0044
[2025-05-12 19:00:54] (step=0157800) Train Loss: 1.1622, Train Steps/Sec: 1.51
[2025-05-12 19:02:00] (Generator) rec_loss: 0.0586, perceptual_loss: 0.2988, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9625, generator_adv_loss: -0.0618, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3217
[2025-05-12 19:02:01] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1143, logits_fake: 0.1235
[2025-05-12 19:02:01] (step=0157900) Train Loss: 1.1250, Train Steps/Sec: 1.50
[2025-05-12 19:03:07] (Generator) rec_loss: 0.0396, perceptual_loss: 0.2656, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9645, generator_adv_loss: -0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2654
[2025-05-12 19:03:07] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1523, logits_fake: 0.1445
[2025-05-12 19:03:07] (step=0158000) Train Loss: 1.1110, Train Steps/Sec: 1.50
[2025-05-12 19:04:13] (Generator) rec_loss: 0.0569, perceptual_loss: 0.2520, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9555, generator_adv_loss: 0.0496, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3010
[2025-05-12 19:04:14] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0894, logits_fake: -0.0991
[2025-05-12 19:04:14] (step=0158100) Train Loss: 1.1254, Train Steps/Sec: 1.51
[2025-05-12 19:05:20] (Generator) rec_loss: 0.0832, perceptual_loss: 0.2871, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9515, generator_adv_loss: -0.0289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3218
[2025-05-12 19:05:20] (Discriminator) discriminator_adv_loss: 0.4805, disc_weight: 0.5000, logits_real: 0.1279, logits_fake: 0.0579
[2025-05-12 19:05:20] (step=0158200) Train Loss: 1.1436, Train Steps/Sec: 1.50
[2025-05-12 19:06:26] (Generator) rec_loss: 0.0479, perceptual_loss: 0.2793, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9500, generator_adv_loss: -0.0112, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2855
[2025-05-12 19:06:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0284, logits_fake: 0.0223
[2025-05-12 19:06:27] (step=0158300) Train Loss: 1.1455, Train Steps/Sec: 1.50
[2025-05-12 19:07:33] (Generator) rec_loss: 0.0488, perceptual_loss: 0.2695, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9633, generator_adv_loss: -0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2816
[2025-05-12 19:07:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1455, logits_fake: 0.1377
[2025-05-12 19:07:33] (step=0158400) Train Loss: 1.0657, Train Steps/Sec: 1.50
[2025-05-12 19:08:39] (Generator) rec_loss: 0.0275, perceptual_loss: 0.2734, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9635, generator_adv_loss: 0.0237, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2707
[2025-05-12 19:08:39] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0425, logits_fake: -0.0474
[2025-05-12 19:08:39] (step=0158500) Train Loss: 1.1223, Train Steps/Sec: 1.51
[2025-05-12 19:09:46] (Generator) rec_loss: 0.0315, perceptual_loss: 0.2832, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9619, generator_adv_loss: -0.0247, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2803
[2025-05-12 19:09:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0498, logits_fake: 0.0493
[2025-05-12 19:09:46] (step=0158600) Train Loss: 1.1170, Train Steps/Sec: 1.50
[2025-05-12 19:10:52] (Generator) rec_loss: 0.0817, perceptual_loss: 0.2891, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9650, generator_adv_loss: -0.0150, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3247
[2025-05-12 19:10:52] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0403, logits_fake: 0.0299
[2025-05-12 19:10:52] (step=0158700) Train Loss: 1.1453, Train Steps/Sec: 1.51
[2025-05-12 19:11:58] (Generator) rec_loss: 0.0358, perceptual_loss: 0.2432, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9616, generator_adv_loss: 0.0317, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2708
[2025-05-12 19:11:59] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0850, logits_fake: -0.0635
[2025-05-12 19:11:59] (step=0158800) Train Loss: 1.1570, Train Steps/Sec: 1.50
[2025-05-12 19:13:05] (Generator) rec_loss: 0.0502, perceptual_loss: 0.2520, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9657, generator_adv_loss: -0.0420, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2568
[2025-05-12 19:13:05] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0713, logits_fake: 0.0840
[2025-05-12 19:13:05] (step=0158900) Train Loss: 1.1265, Train Steps/Sec: 1.50
[2025-05-12 19:14:12] (Generator) rec_loss: 0.0674, perceptual_loss: 0.3086, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9602, generator_adv_loss: -0.0327, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3084
[2025-05-12 19:14:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0669, logits_fake: 0.0654
[2025-05-12 19:14:12] (step=0159000) Train Loss: 1.1416, Train Steps/Sec: 1.50
[2025-05-12 19:15:18] (Generator) rec_loss: 0.0250, perceptual_loss: 0.2412, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9621, generator_adv_loss: -0.0255, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2267
[2025-05-12 19:15:18] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0381, logits_fake: 0.0510
[2025-05-12 19:15:18] (step=0159100) Train Loss: 1.1145, Train Steps/Sec: 1.50
[2025-05-12 19:16:25] (Generator) rec_loss: 0.0649, perceptual_loss: 0.3086, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9615, generator_adv_loss: 0.0150, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3609
[2025-05-12 19:16:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0422, logits_fake: -0.0299
[2025-05-12 19:16:25] (step=0159200) Train Loss: 1.1245, Train Steps/Sec: 1.50
[2025-05-12 19:17:31] (Generator) rec_loss: 0.0269, perceptual_loss: 0.2441, vq_loss: 0.0122, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9634, generator_adv_loss: 0.0344, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2831
[2025-05-12 19:17:31] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0762, logits_fake: -0.0688
[2025-05-12 19:17:31] (step=0159300) Train Loss: 1.1722, Train Steps/Sec: 1.51
[2025-05-12 19:18:37] (Generator) rec_loss: 0.0395, perceptual_loss: 0.2852, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9589, generator_adv_loss: -0.0215, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3226
[2025-05-12 19:18:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0393, logits_fake: 0.0430
[2025-05-12 19:18:38] (step=0159400) Train Loss: 1.1196, Train Steps/Sec: 1.51
[2025-05-12 19:19:44] (Generator) rec_loss: 0.0412, perceptual_loss: 0.2812, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9560, generator_adv_loss: -0.0106, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2443
[2025-05-12 19:19:44] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0344, logits_fake: 0.0212
[2025-05-12 19:19:44] (step=0159500) Train Loss: 1.1135, Train Steps/Sec: 1.51
[2025-05-12 19:20:50] (Generator) rec_loss: 0.0516, perceptual_loss: 0.3008, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9573, generator_adv_loss: 0.0376, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3151
[2025-05-12 19:20:51] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1064, logits_fake: -0.0752
[2025-05-12 19:20:51] (step=0159600) Train Loss: 1.1532, Train Steps/Sec: 1.50
[2025-05-12 19:21:57] (Generator) rec_loss: 0.0641, perceptual_loss: 0.2871, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9575, generator_adv_loss: -0.0229, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2684
[2025-05-12 19:21:57] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0256, logits_fake: 0.0459
[2025-05-12 19:21:57] (step=0159700) Train Loss: 1.1408, Train Steps/Sec: 1.50
[2025-05-12 19:23:03] (Generator) rec_loss: 0.0400, perceptual_loss: 0.2559, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9614, generator_adv_loss: -0.0157, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2696
[2025-05-12 19:23:04] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0391, logits_fake: 0.0315
[2025-05-12 19:23:04] (step=0159800) Train Loss: 1.1333, Train Steps/Sec: 1.50
[2025-05-12 19:24:10] (Generator) rec_loss: 0.0420, perceptual_loss: 0.2949, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9616, generator_adv_loss: -0.0019, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3051
[2025-05-12 19:24:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0041, logits_fake: 0.0038
[2025-05-12 19:24:10] (step=0159900) Train Loss: 1.1676, Train Steps/Sec: 1.51
[2025-05-12 19:25:16] (Generator) rec_loss: 0.0680, perceptual_loss: 0.3125, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9639, generator_adv_loss: -0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3355
[2025-05-12 19:25:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0659, logits_fake: 0.0737
[2025-05-12 19:25:17] (step=0160000) Train Loss: 1.1819, Train Steps/Sec: 1.51
[2025-05-12 19:25:21] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0160000.pt
[2025-05-12 19:26:26] (Generator) rec_loss: 0.0322, perceptual_loss: 0.2178, vq_loss: 0.0124, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9617, generator_adv_loss: 0.0273, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2715
[2025-05-12 19:26:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0618, logits_fake: -0.0547
[2025-05-12 19:26:27] (step=0160100) Train Loss: 1.1168, Train Steps/Sec: 1.42
[2025-05-12 19:27:33] (Generator) rec_loss: 0.0351, perceptual_loss: 0.2656, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9627, generator_adv_loss: 0.0237, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2492
[2025-05-12 19:27:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0547, logits_fake: -0.0474
[2025-05-12 19:27:33] (step=0160200) Train Loss: 1.1137, Train Steps/Sec: 1.50
[2025-05-12 19:28:39] (Generator) rec_loss: 0.0337, perceptual_loss: 0.2373, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9653, generator_adv_loss: 0.0442, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3025
[2025-05-12 19:28:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0889, logits_fake: -0.0884
[2025-05-12 19:28:40] (step=0160300) Train Loss: 1.1818, Train Steps/Sec: 1.50
[2025-05-12 19:29:46] (Generator) rec_loss: 0.0546, perceptual_loss: 0.2676, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9581, generator_adv_loss: 0.0262, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3089
[2025-05-12 19:29:47] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0381, logits_fake: -0.0525
[2025-05-12 19:29:47] (step=0160400) Train Loss: 1.1852, Train Steps/Sec: 1.50
[2025-05-12 19:30:53] (Generator) rec_loss: 0.0425, perceptual_loss: 0.2754, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9618, generator_adv_loss: 0.0374, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3072
[2025-05-12 19:30:53] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0947, logits_fake: -0.0747
[2025-05-12 19:30:53] (step=0160500) Train Loss: 1.1356, Train Steps/Sec: 1.50
[2025-05-12 19:31:59] (Generator) rec_loss: 0.0768, perceptual_loss: 0.3145, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9608, generator_adv_loss: -0.0311, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2939
[2025-05-12 19:32:00] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0830, logits_fake: 0.0623
[2025-05-12 19:32:00] (step=0160600) Train Loss: 1.1193, Train Steps/Sec: 1.50