[2025-05-29 16:57:51] Experiment directory created at ck_tokenflow_clipb_finetune_decoder/002-TokenFlow
[2025-05-29 16:57:51] Experiment directory created in cloud at ./logs/tokenflow//2025-05-29-16-57-51/002-TokenFlow/checkpoints
[2025-05-29 16:57:51] 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='/root/autodl-tmp/TokenFlow/TokenFlow_checkpoint/tokenflow_clipb_32k_enhanced.pt', finetune=True, 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=30000, disc_type='patchgan', disc_loss='hinge', gen_loss='hinge', compile=False, dropout_p=0.0, results_dir='ck_tokenflow_clipb_finetune_decoder', dataset='coco', image_size=224, epochs=15, lr=0.0001, weight_decay=0.05, beta1=0.9, beta2=0.95, max_grad_norm=1.0, global_batch_size=8, global_seed=0, num_workers=1, log_every=100, ckpt_every=5000, gradient_accumulation_steps=1, mixed_precision='bf16', infer_interpolate=False, enhanced_decoder=True, kmeans=False, finetune_decoder=True, rank=0, world_size=1, gpu=0, dist_url='env://', distributed=True, dist_backend='nccl')
[2025-05-29 16:57:51] Starting rank=0, seed=0, world_size=1.
[2025-05-29 16:57:56] VQ Model Parameters: 376,569,643
[2025-05-29 16:58:01] Discriminator Parameters: 2,765,633
[2025-05-29 16:58:01] Optimizing pixel decoder.
[2025-05-29 16:58:02] Dataset contains 116,756 images (/root/autodl-tmp/TokenFlow/train2017)
[2025-05-29 16:58:03] Missing keys: []
[2025-05-29 16:58:03] Unexpected keys: []
[2025-05-29 16:58:03] Optimizer starting from scratch.
[2025-05-29 16:58:03] Discriminator starting from scratch.
[2025-05-29 16:58:03] Discriminator optimizer starting from scratch.
[2025-05-29 16:58:03] Resume training from checkpoint: /root/autodl-tmp/TokenFlow/TokenFlow_checkpoint/tokenflow_clipb_32k_enhanced.pt
[2025-05-29 16:58:03] Initial state: steps=0, epochs=0
[2025-05-29 16:58:03] Training for 15 epochs...
[2025-05-29 16:58:06] Beginning epoch 0...
[2025-05-29 16:59:35] (Generator) rec_loss: 0.0262, perceptual_loss: 0.1826, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1262, d_vqkd: 128502.7031, d_vqgan: 144352.8594
[2025-05-29 16:59:35] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3516
[2025-05-29 16:59:35] (step=0000100) Train Loss: 0.4075, Train Steps/Sec: 1.09
[2025-05-29 17:01:03] (Generator) rec_loss: 0.0295, perceptual_loss: 0.1885, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9215, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1196, d_vqkd: 127777.9531, d_vqgan: 145593.8594
[2025-05-29 17:01:03] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3438
[2025-05-29 17:01:03] (step=0000200) Train Loss: 0.4067, Train Steps/Sec: 1.14
[2025-05-29 17:02:31] (Generator) rec_loss: 0.0385, perceptual_loss: 0.2158, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1207, d_vqkd: 127994.1953, d_vqgan: 144972.4375
[2025-05-29 17:02:31] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.2969
[2025-05-29 17:02:31] (step=0000300) Train Loss: 0.4020, Train Steps/Sec: 1.14
[2025-05-29 17:03:58] (Generator) rec_loss: 0.0202, perceptual_loss: 0.1943, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1229, d_vqkd: 128600.3828, d_vqgan: 145584.3125
[2025-05-29 17:03:59] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 17:03:59] (step=0000400) Train Loss: 0.3995, Train Steps/Sec: 1.14
[2025-05-29 17:05:26] (Generator) rec_loss: 0.0301, perceptual_loss: 0.2109, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1211, d_vqkd: 128952.9141, d_vqgan: 145324.2500
[2025-05-29 17:05:27] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2969
[2025-05-29 17:05:27] (step=0000500) Train Loss: 0.4023, Train Steps/Sec: 1.14
[2025-05-29 17:06:54] (Generator) rec_loss: 0.0360, perceptual_loss: 0.2275, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9185, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1267, d_vqkd: 128461.2109, d_vqgan: 145653.6562
[2025-05-29 17:06:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3203
[2025-05-29 17:06:55] (step=0000600) Train Loss: 0.4059, Train Steps/Sec: 1.14
[2025-05-29 17:08:22] (Generator) rec_loss: 0.0239, perceptual_loss: 0.2109, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9199, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1312, d_vqkd: 128182.4531, d_vqgan: 144487.5625
[2025-05-29 17:08:22] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3047
[2025-05-29 17:08:22] (step=0000700) Train Loss: 0.4110, Train Steps/Sec: 1.14
[2025-05-29 17:09:50] (Generator) rec_loss: 0.0441, perceptual_loss: 0.2393, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1315, d_vqkd: 129295.6016, d_vqgan: 145209.1875
[2025-05-29 17:09:50] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 17:09:50] (step=0000800) Train Loss: 0.4039, Train Steps/Sec: 1.14
[2025-05-29 17:11:17] (Generator) rec_loss: 0.0337, perceptual_loss: 0.2100, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9170, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1295, d_vqkd: 129082.5469, d_vqgan: 144997.6250
[2025-05-29 17:11:18] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3281
[2025-05-29 17:11:18] (step=0000900) Train Loss: 0.4063, Train Steps/Sec: 1.14
[2025-05-29 17:12:45] (Generator) rec_loss: 0.0325, perceptual_loss: 0.2256, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1161, d_vqkd: 128864.7344, d_vqgan: 145590.3750
[2025-05-29 17:12:45] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3125
[2025-05-29 17:12:45] (step=0001000) Train Loss: 0.4054, Train Steps/Sec: 1.14
[2025-05-29 17:14:13] (Generator) rec_loss: 0.0256, perceptual_loss: 0.1953, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1162, d_vqkd: 128506.0000, d_vqgan: 144922.9844
[2025-05-29 17:14:13] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-29 17:14:13] (step=0001100) Train Loss: 0.4057, Train Steps/Sec: 1.14
[2025-05-29 17:15:41] (Generator) rec_loss: 0.0336, perceptual_loss: 0.2334, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9198, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1461, d_vqkd: 127608.1016, d_vqgan: 144902.6719
[2025-05-29 17:15:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2812, logits_fake: 1.3047
[2025-05-29 17:15:41] (step=0001200) Train Loss: 0.3987, Train Steps/Sec: 1.13
[2025-05-29 17:17:08] (Generator) rec_loss: 0.0272, perceptual_loss: 0.2051, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9166, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1205, d_vqkd: 127118.5156, d_vqgan: 145399.6406
[2025-05-29 17:17:09] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3281
[2025-05-29 17:17:09] (step=0001300) Train Loss: 0.4056, Train Steps/Sec: 1.14
[2025-05-29 17:18:36] (Generator) rec_loss: 0.0180, perceptual_loss: 0.1992, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9200, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1262, d_vqkd: 128922.4297, d_vqgan: 144752.3594
[2025-05-29 17:18:37] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2891
[2025-05-29 17:18:37] (step=0001400) Train Loss: 0.4020, Train Steps/Sec: 1.14
[2025-05-29 17:20:04] (Generator) rec_loss: 0.0156, perceptual_loss: 0.1758, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9194, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1313, d_vqkd: 127808.1406, d_vqgan: 145025.3750
[2025-05-29 17:20:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2812, logits_fake: 1.2812
[2025-05-29 17:20:05] (step=0001500) Train Loss: 0.4091, Train Steps/Sec: 1.14
[2025-05-29 17:21:32] (Generator) rec_loss: 0.0372, perceptual_loss: 0.2227, vq_loss: 0.0246, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9164, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1258, d_vqkd: 128338.4062, d_vqgan: 145073.6406
[2025-05-29 17:21:32] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 17:21:32] (step=0001600) Train Loss: 0.4023, Train Steps/Sec: 1.14
[2025-05-29 17:22:59] (Generator) rec_loss: 0.0390, perceptual_loss: 0.2148, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1332, d_vqkd: 126850.0078, d_vqgan: 144541.8281
[2025-05-29 17:23:00] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 17:23:00] (step=0001700) Train Loss: 0.4050, Train Steps/Sec: 1.14
[2025-05-29 17:24:27] (Generator) rec_loss: 0.0269, perceptual_loss: 0.2119, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1213, d_vqkd: 128344.6562, d_vqgan: 144415.3125
[2025-05-29 17:24:28] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3359
[2025-05-29 17:24:28] (step=0001800) Train Loss: 0.4042, Train Steps/Sec: 1.14
[2025-05-29 17:25:55] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1973, vq_loss: 0.0243, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1418, d_vqkd: 128545.3984, d_vqgan: 145026.7656
[2025-05-29 17:25:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-29 17:25:55] (step=0001900) Train Loss: 0.4047, Train Steps/Sec: 1.14
[2025-05-29 17:27:22] (Generator) rec_loss: 0.0290, perceptual_loss: 0.1992, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9204, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1342, d_vqkd: 128643.7969, d_vqgan: 145030.6562
[2025-05-29 17:27:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.2969
[2025-05-29 17:27:23] (step=0002000) Train Loss: 0.4109, Train Steps/Sec: 1.14
[2025-05-29 17:28:50] (Generator) rec_loss: 0.0290, perceptual_loss: 0.2051, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1327, d_vqkd: 128277.8438, d_vqgan: 144999.2969
[2025-05-29 17:28:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-29 17:28:51] (step=0002100) Train Loss: 0.4048, Train Steps/Sec: 1.14
[2025-05-29 17:30:18] (Generator) rec_loss: 0.0280, perceptual_loss: 0.1934, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1240, d_vqkd: 128776.1250, d_vqgan: 145314.5000
[2025-05-29 17:30:18] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 17:30:18] (step=0002200) Train Loss: 0.3999, Train Steps/Sec: 1.14
[2025-05-29 17:31:46] (Generator) rec_loss: 0.0254, perceptual_loss: 0.2061, vq_loss: 0.0241, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1208, d_vqkd: 128574.4062, d_vqgan: 144073.5625
[2025-05-29 17:31:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3203
[2025-05-29 17:31:46] (step=0002300) Train Loss: 0.4022, Train Steps/Sec: 1.14
[2025-05-29 17:33:13] (Generator) rec_loss: 0.0261, perceptual_loss: 0.2061, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9197, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1292, d_vqkd: 128611.9297, d_vqgan: 144914.0469
[2025-05-29 17:33:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2891
[2025-05-29 17:33:14] (step=0002400) Train Loss: 0.4015, Train Steps/Sec: 1.14
[2025-05-29 17:34:41] (Generator) rec_loss: 0.0334, perceptual_loss: 0.2295, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1217, d_vqkd: 128337.0000, d_vqgan: 144657.3438
[2025-05-29 17:34:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3516, logits_fake: 1.3594
[2025-05-29 17:34:41] (step=0002500) Train Loss: 0.4082, Train Steps/Sec: 1.14
[2025-05-29 17:36:09] (Generator) rec_loss: 0.0199, perceptual_loss: 0.1592, vq_loss: 0.0230, commit_loss: 0.0057, entropy_loss: 0.0000, codebook_usage: 0.9210, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1176, d_vqkd: 127357.3906, d_vqgan: 143541.0938
[2025-05-29 17:36:09] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2656, logits_fake: 1.2734
[2025-05-29 17:36:09] (step=0002600) Train Loss: 0.4097, Train Steps/Sec: 1.14
[2025-05-29 17:37:36] (Generator) rec_loss: 0.0287, perceptual_loss: 0.1934, vq_loss: 0.0240, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1229, d_vqkd: 127416.9219, d_vqgan: 145732.0312
[2025-05-29 17:37:37] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 17:37:37] (step=0002700) Train Loss: 0.4009, Train Steps/Sec: 1.14
[2025-05-29 17:39:04] (Generator) rec_loss: 0.0419, perceptual_loss: 0.2354, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9192, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1293, d_vqkd: 128331.3203, d_vqgan: 146363.1094
[2025-05-29 17:39:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3359
[2025-05-29 17:39:05] (step=0002800) Train Loss: 0.4040, Train Steps/Sec: 1.14
[2025-05-29 17:40:32] (Generator) rec_loss: 0.0262, perceptual_loss: 0.2051, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9166, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1176, d_vqkd: 128682.8906, d_vqgan: 144948.5156
[2025-05-29 17:40:33] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 17:40:33] (step=0002900) Train Loss: 0.4032, Train Steps/Sec: 1.14
[2025-05-29 17:42:00] (Generator) rec_loss: 0.0219, perceptual_loss: 0.1934, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9197, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1260, d_vqkd: 128572.6562, d_vqgan: 144794.4062
[2025-05-29 17:42:00] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3516, logits_fake: 1.3516
[2025-05-29 17:42:00] (step=0003000) Train Loss: 0.4108, Train Steps/Sec: 1.14
[2025-05-29 17:43:28] (Generator) rec_loss: 0.0301, perceptual_loss: 0.2236, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9164, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1374, d_vqkd: 128920.0078, d_vqgan: 144551.0625
[2025-05-29 17:43:28] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 17:43:28] (step=0003100) Train Loss: 0.4029, Train Steps/Sec: 1.14
[2025-05-29 17:44:55] (Generator) rec_loss: 0.0434, perceptual_loss: 0.2275, vq_loss: 0.0240, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9163, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1345, d_vqkd: 128258.1719, d_vqgan: 145510.7812
[2025-05-29 17:44:56] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 17:44:56] (step=0003200) Train Loss: 0.4107, Train Steps/Sec: 1.14
[2025-05-29 17:46:23] (Generator) rec_loss: 0.0304, perceptual_loss: 0.2227, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9203, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1390, d_vqkd: 127855.3594, d_vqgan: 145529.0000
[2025-05-29 17:46:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 17:46:23] (step=0003300) Train Loss: 0.3995, Train Steps/Sec: 1.14
[2025-05-29 17:47:51] (Generator) rec_loss: 0.0360, perceptual_loss: 0.2275, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1265, d_vqkd: 128009.6406, d_vqgan: 145916.5938
[2025-05-29 17:47:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3125
[2025-05-29 17:47:51] (step=0003400) Train Loss: 0.4047, Train Steps/Sec: 1.14
[2025-05-29 17:49:18] (Generator) rec_loss: 0.0343, perceptual_loss: 0.2275, vq_loss: 0.0232, commit_loss: 0.0058, entropy_loss: 0.0000, codebook_usage: 0.9185, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1167, d_vqkd: 126663.6875, d_vqgan: 144575.7812
[2025-05-29 17:49:19] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2891
[2025-05-29 17:49:19] (step=0003500) Train Loss: 0.4026, Train Steps/Sec: 1.14
[2025-05-29 17:50:46] (Generator) rec_loss: 0.0381, perceptual_loss: 0.2188, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1373, d_vqkd: 128661.0156, d_vqgan: 145617.2031
[2025-05-29 17:50:47] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 17:50:47] (step=0003600) Train Loss: 0.4091, Train Steps/Sec: 1.14
[2025-05-29 17:52:14] (Generator) rec_loss: 0.0382, perceptual_loss: 0.1973, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1272, d_vqkd: 127723.5391, d_vqgan: 144981.8906
[2025-05-29 17:52:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3359
[2025-05-29 17:52:14] (step=0003700) Train Loss: 0.4080, Train Steps/Sec: 1.14
[2025-05-29 17:53:42] (Generator) rec_loss: 0.0422, perceptual_loss: 0.2334, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1263, d_vqkd: 128281.1797, d_vqgan: 146091.2969
[2025-05-29 17:53:42] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3594, logits_fake: 1.3594
[2025-05-29 17:53:42] (step=0003800) Train Loss: 0.4068, Train Steps/Sec: 1.14
[2025-05-29 17:55:10] (Generator) rec_loss: 0.0520, perceptual_loss: 0.2451, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9155, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1504, d_vqkd: 128494.7266, d_vqgan: 145270.4219
[2025-05-29 17:55:10] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3594, logits_fake: 1.3594
[2025-05-29 17:55:10] (step=0003900) Train Loss: 0.4060, Train Steps/Sec: 1.14
[2025-05-29 17:56:37] (Generator) rec_loss: 0.0352, perceptual_loss: 0.2188, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1299, d_vqkd: 128344.3281, d_vqgan: 144947.6562
[2025-05-29 17:56:38] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3359
[2025-05-29 17:56:38] (step=0004000) Train Loss: 0.4049, Train Steps/Sec: 1.14
[2025-05-29 17:58:05] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1885, vq_loss: 0.0243, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1352, d_vqkd: 128168.1172, d_vqgan: 144678.4531
[2025-05-29 17:58:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3125
[2025-05-29 17:58:05] (step=0004100) Train Loss: 0.4050, Train Steps/Sec: 1.14
[2025-05-29 17:59:33] (Generator) rec_loss: 0.0173, perceptual_loss: 0.1875, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1288, d_vqkd: 128853.3906, d_vqgan: 144356.6719
[2025-05-29 17:59:33] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3438
[2025-05-29 17:59:33] (step=0004200) Train Loss: 0.4059, Train Steps/Sec: 1.14
[2025-05-29 18:01:00] (Generator) rec_loss: 0.0470, perceptual_loss: 0.2314, vq_loss: 0.0259, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9159, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1233, d_vqkd: 128190.0000, d_vqgan: 145511.4375
[2025-05-29 18:01:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 18:01:01] (step=0004300) Train Loss: 0.4066, Train Steps/Sec: 1.14
[2025-05-29 18:02:28] (Generator) rec_loss: 0.0216, perceptual_loss: 0.2041, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1246, d_vqkd: 128769.7812, d_vqgan: 145365.6875
[2025-05-29 18:02:28] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-29 18:02:28] (step=0004400) Train Loss: 0.4081, Train Steps/Sec: 1.14
[2025-05-29 18:03:55] (Generator) rec_loss: 0.0287, perceptual_loss: 0.2070, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9153, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1302, d_vqkd: 129106.4219, d_vqgan: 145264.3438
[2025-05-29 18:03:56] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3359
[2025-05-29 18:03:56] (step=0004500) Train Loss: 0.4107, Train Steps/Sec: 1.14
[2025-05-29 18:05:23] (Generator) rec_loss: 0.0299, perceptual_loss: 0.2168, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1205, d_vqkd: 128742.4375, d_vqgan: 144869.6719
[2025-05-29 18:05:24] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 18:05:24] (step=0004600) Train Loss: 0.4073, Train Steps/Sec: 1.14
[2025-05-29 18:06:51] (Generator) rec_loss: 0.0391, perceptual_loss: 0.2344, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1326, d_vqkd: 128223.8906, d_vqgan: 145173.6875
[2025-05-29 18:06:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3359
[2025-05-29 18:06:51] (step=0004700) Train Loss: 0.4086, Train Steps/Sec: 1.14
[2025-05-29 18:08:18] (Generator) rec_loss: 0.0263, perceptual_loss: 0.1992, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1315, d_vqkd: 128833.9766, d_vqgan: 146035.2188
[2025-05-29 18:08:19] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 18:08:19] (step=0004800) Train Loss: 0.4010, Train Steps/Sec: 1.14
[2025-05-29 18:09:46] (Generator) rec_loss: 0.0308, perceptual_loss: 0.2041, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1401, d_vqkd: 129008.7344, d_vqgan: 145444.4062
[2025-05-29 18:09:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3438
[2025-05-29 18:09:46] (step=0004900) Train Loss: 0.4048, Train Steps/Sec: 1.14
[2025-05-29 18:11:14] (Generator) rec_loss: 0.0255, perceptual_loss: 0.1973, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1321, d_vqkd: 128709.3750, d_vqgan: 145630.3125
[2025-05-29 18:11:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 18:11:14] (step=0005000) Train Loss: 0.4090, Train Steps/Sec: 1.14
[2025-05-29 18:11:19] Saved checkpoint to ck_tokenflow_clipb_finetune_decoder/002-TokenFlow/checkpoints/0005000.pt
[2025-05-29 18:12:46] (Generator) rec_loss: 0.0359, perceptual_loss: 0.2266, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9208, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1270, d_vqkd: 128651.6875, d_vqgan: 145078.8594
[2025-05-29 18:12:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3359
[2025-05-29 18:12:46] (step=0005100) Train Loss: 0.4030, Train Steps/Sec: 1.08
[2025-05-29 18:14:14] (Generator) rec_loss: 0.0315, perceptual_loss: 0.2012, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1207, d_vqkd: 128218.9922, d_vqgan: 145685.2344
[2025-05-29 18:14:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 18:14:14] (step=0005200) Train Loss: 0.4055, Train Steps/Sec: 1.14
[2025-05-29 18:15:41] (Generator) rec_loss: 0.0198, perceptual_loss: 0.1846, vq_loss: 0.0231, commit_loss: 0.0058, entropy_loss: 0.0000, codebook_usage: 0.9222, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1268, d_vqkd: 127290.2188, d_vqgan: 143424.9844
[2025-05-29 18:15:42] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3125
[2025-05-29 18:15:42] (step=0005300) Train Loss: 0.4048, Train Steps/Sec: 1.14
[2025-05-29 18:17:09] (Generator) rec_loss: 0.0458, perceptual_loss: 0.2314, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1254, d_vqkd: 128750.8438, d_vqgan: 145480.4219
[2025-05-29 18:17:10] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 18:17:10] (step=0005400) Train Loss: 0.4036, Train Steps/Sec: 1.14
[2025-05-29 18:18:37] (Generator) rec_loss: 0.0322, perceptual_loss: 0.2441, vq_loss: 0.0258, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1421, d_vqkd: 128906.4531, d_vqgan: 145053.7812
[2025-05-29 18:18:38] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3203
[2025-05-29 18:18:38] (step=0005500) Train Loss: 0.4058, Train Steps/Sec: 1.14
[2025-05-29 18:20:05] (Generator) rec_loss: 0.0315, perceptual_loss: 0.2158, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9231, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1226, d_vqkd: 128581.8594, d_vqgan: 145134.8125
[2025-05-29 18:20:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3281
[2025-05-29 18:20:05] (step=0005600) Train Loss: 0.4046, Train Steps/Sec: 1.14
[2025-05-29 18:21:32] (Generator) rec_loss: 0.0520, perceptual_loss: 0.2373, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9180, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1238, d_vqkd: 128469.3984, d_vqgan: 145714.8594
[2025-05-29 18:21:33] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-29 18:21:33] (step=0005700) Train Loss: 0.4046, Train Steps/Sec: 1.14
[2025-05-29 18:23:00] (Generator) rec_loss: 0.0373, perceptual_loss: 0.2314, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9172, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1327, d_vqkd: 128364.9375, d_vqgan: 144316.1875
[2025-05-29 18:23:00] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3359
[2025-05-29 18:23:00] (step=0005800) Train Loss: 0.4058, Train Steps/Sec: 1.14
[2025-05-29 18:24:28] (Generator) rec_loss: 0.0267, perceptual_loss: 0.2207, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9180, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1343, d_vqkd: 128594.6797, d_vqgan: 145176.3906
[2025-05-29 18:24:28] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2812, logits_fake: 1.2812
[2025-05-29 18:24:28] (step=0005900) Train Loss: 0.4111, Train Steps/Sec: 1.14
[2025-05-29 18:25:55] (Generator) rec_loss: 0.0453, perceptual_loss: 0.2422, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1448, d_vqkd: 129536.5000, d_vqgan: 145012.4531
[2025-05-29 18:25:56] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 18:25:56] (step=0006000) Train Loss: 0.4028, Train Steps/Sec: 1.14
[2025-05-29 18:27:23] (Generator) rec_loss: 0.0374, perceptual_loss: 0.2275, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1294, d_vqkd: 128224.4766, d_vqgan: 145132.5312
[2025-05-29 18:27:24] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3359
[2025-05-29 18:27:24] (step=0006100) Train Loss: 0.4039, Train Steps/Sec: 1.14
[2025-05-29 18:28:51] (Generator) rec_loss: 0.0415, perceptual_loss: 0.2207, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9198, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1280, d_vqkd: 128447.6406, d_vqgan: 144928.8125
[2025-05-29 18:28:52] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 18:28:52] (step=0006200) Train Loss: 0.4065, Train Steps/Sec: 1.14
[2025-05-29 18:30:19] (Generator) rec_loss: 0.0215, perceptual_loss: 0.2002, vq_loss: 0.0246, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9211, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1423, d_vqkd: 128259.0391, d_vqgan: 145171.0781
[2025-05-29 18:30:19] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.3047
[2025-05-29 18:30:19] (step=0006300) Train Loss: 0.4028, Train Steps/Sec: 1.14
[2025-05-29 18:31:46] (Generator) rec_loss: 0.0230, perceptual_loss: 0.1982, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1090, d_vqkd: 128415.4297, d_vqgan: 144261.2344
[2025-05-29 18:31:47] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2969
[2025-05-29 18:31:47] (step=0006400) Train Loss: 0.4049, Train Steps/Sec: 1.14
[2025-05-29 18:33:14] (Generator) rec_loss: 0.0254, perceptual_loss: 0.1826, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9197, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1198, d_vqkd: 128886.5078, d_vqgan: 145048.3750
[2025-05-29 18:33:15] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3516, logits_fake: 1.3516
[2025-05-29 18:33:15] (step=0006500) Train Loss: 0.4044, Train Steps/Sec: 1.14
[2025-05-29 18:34:42] (Generator) rec_loss: 0.0214, perceptual_loss: 0.1973, vq_loss: 0.0246, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9172, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1262, d_vqkd: 128410.3516, d_vqgan: 144432.5000
[2025-05-29 18:34:43] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 18:34:43] (step=0006600) Train Loss: 0.4078, Train Steps/Sec: 1.14
[2025-05-29 18:36:10] (Generator) rec_loss: 0.0405, perceptual_loss: 0.2207, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9180, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1345, d_vqkd: 128610.4141, d_vqgan: 145187.2969
[2025-05-29 18:36:10] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.2891
[2025-05-29 18:36:10] (step=0006700) Train Loss: 0.4023, Train Steps/Sec: 1.14
[2025-05-29 18:37:38] (Generator) rec_loss: 0.0312, perceptual_loss: 0.2207, vq_loss: 0.0246, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1234, d_vqkd: 128269.0703, d_vqgan: 144856.3438
[2025-05-29 18:37:38] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3047
[2025-05-29 18:37:38] (step=0006800) Train Loss: 0.4081, Train Steps/Sec: 1.14
[2025-05-29 18:39:05] (Generator) rec_loss: 0.0286, perceptual_loss: 0.1895, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9194, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1234, d_vqkd: 128527.6250, d_vqgan: 144442.0156
[2025-05-29 18:39:06] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 18:39:06] (step=0006900) Train Loss: 0.4049, Train Steps/Sec: 1.14
[2025-05-29 18:40:33] (Generator) rec_loss: 0.0307, perceptual_loss: 0.1963, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9163, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1287, d_vqkd: 128326.9766, d_vqgan: 144938.9375
[2025-05-29 18:40:34] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 18:40:34] (step=0007000) Train Loss: 0.4053, Train Steps/Sec: 1.14
[2025-05-29 18:42:01] (Generator) rec_loss: 0.0300, perceptual_loss: 0.2168, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1199, d_vqkd: 128537.9688, d_vqgan: 144661.4688
[2025-05-29 18:42:02] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2891
[2025-05-29 18:42:02] (step=0007100) Train Loss: 0.4035, Train Steps/Sec: 1.14
[2025-05-29 18:43:29] (Generator) rec_loss: 0.0247, perceptual_loss: 0.1855, vq_loss: 0.0246, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1161, d_vqkd: 127982.3906, d_vqgan: 144614.1250
[2025-05-29 18:43:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2891
[2025-05-29 18:43:29] (step=0007200) Train Loss: 0.4032, Train Steps/Sec: 1.14
[2025-05-29 18:44:56] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1826, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1199, d_vqkd: 129014.8203, d_vqgan: 144976.3594
[2025-05-29 18:44:57] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2812, logits_fake: 1.2969
[2025-05-29 18:44:57] (step=0007300) Train Loss: 0.3981, Train Steps/Sec: 1.14
[2025-05-29 18:46:24] (Generator) rec_loss: 0.0260, perceptual_loss: 0.1982, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9178, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1222, d_vqkd: 128515.4688, d_vqgan: 144222.5156
[2025-05-29 18:46:25] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-29 18:46:25] (step=0007400) Train Loss: 0.4003, Train Steps/Sec: 1.14
[2025-05-29 18:47:52] (Generator) rec_loss: 0.0204, perceptual_loss: 0.1904, vq_loss: 0.0241, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9193, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1128, d_vqkd: 128791.8906, d_vqgan: 144342.5156
[2025-05-29 18:47:53] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-29 18:47:53] (step=0007500) Train Loss: 0.4077, Train Steps/Sec: 1.14
[2025-05-29 18:49:20] (Generator) rec_loss: 0.0528, perceptual_loss: 0.2539, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9201, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1378, d_vqkd: 128693.6172, d_vqgan: 144660.1562
[2025-05-29 18:49:20] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3672, logits_fake: 1.3750
[2025-05-29 18:49:20] (step=0007600) Train Loss: 0.4050, Train Steps/Sec: 1.14
[2025-05-29 18:50:47] (Generator) rec_loss: 0.0279, perceptual_loss: 0.2178, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1278, d_vqkd: 129173.6797, d_vqgan: 144344.3438
[2025-05-29 18:50:48] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2812, logits_fake: 1.2812
[2025-05-29 18:50:48] (step=0007700) Train Loss: 0.4053, Train Steps/Sec: 1.14
[2025-05-29 18:52:15] (Generator) rec_loss: 0.0284, perceptual_loss: 0.1904, vq_loss: 0.0231, commit_loss: 0.0058, entropy_loss: 0.0000, codebook_usage: 0.9199, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1299, d_vqkd: 127231.1953, d_vqgan: 144285.0000
[2025-05-29 18:52:16] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3125
[2025-05-29 18:52:16] (step=0007800) Train Loss: 0.4067, Train Steps/Sec: 1.14
[2025-05-29 18:53:43] (Generator) rec_loss: 0.0239, perceptual_loss: 0.1982, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1279, d_vqkd: 128324.6875, d_vqgan: 145203.2344
[2025-05-29 18:53:43] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3281
[2025-05-29 18:53:43] (step=0007900) Train Loss: 0.4062, Train Steps/Sec: 1.14
[2025-05-29 18:55:11] (Generator) rec_loss: 0.0206, perceptual_loss: 0.1924, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1251, d_vqkd: 128900.1328, d_vqgan: 144515.4844
[2025-05-29 18:55:11] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.2969
[2025-05-29 18:55:11] (step=0008000) Train Loss: 0.4026, Train Steps/Sec: 1.14
[2025-05-29 18:56:38] (Generator) rec_loss: 0.0441, perceptual_loss: 0.2061, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1302, d_vqkd: 128386.2188, d_vqgan: 144698.6719
[2025-05-29 18:56:39] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-29 18:56:39] (step=0008100) Train Loss: 0.4066, Train Steps/Sec: 1.14
[2025-05-29 18:58:06] (Generator) rec_loss: 0.0282, perceptual_loss: 0.1904, vq_loss: 0.0239, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9164, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1208, d_vqkd: 128594.5234, d_vqgan: 144743.6719
[2025-05-29 18:58:07] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 18:58:07] (step=0008200) Train Loss: 0.4039, Train Steps/Sec: 1.14
[2025-05-29 18:59:34] (Generator) rec_loss: 0.0310, perceptual_loss: 0.2080, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1219, d_vqkd: 128517.2812, d_vqgan: 144912.1250
[2025-05-29 18:59:35] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 18:59:35] (step=0008300) Train Loss: 0.4025, Train Steps/Sec: 1.14
[2025-05-29 19:01:02] (Generator) rec_loss: 0.0253, perceptual_loss: 0.1846, vq_loss: 0.0243, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1227, d_vqkd: 127937.5156, d_vqgan: 145337.6250
[2025-05-29 19:01:02] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3359
[2025-05-29 19:01:02] (step=0008400) Train Loss: 0.4067, Train Steps/Sec: 1.14
[2025-05-29 19:02:30] (Generator) rec_loss: 0.0317, perceptual_loss: 0.2100, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9190, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1300, d_vqkd: 128734.0078, d_vqgan: 144755.5156
[2025-05-29 19:02:30] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3438
[2025-05-29 19:02:30] (step=0008500) Train Loss: 0.4026, Train Steps/Sec: 1.14
[2025-05-29 19:03:57] (Generator) rec_loss: 0.0391, perceptual_loss: 0.2402, vq_loss: 0.0231, commit_loss: 0.0058, entropy_loss: 0.0000, codebook_usage: 0.9185, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1371, d_vqkd: 127107.2891, d_vqgan: 144336.9219
[2025-05-29 19:03:58] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3516
[2025-05-29 19:03:58] (step=0008600) Train Loss: 0.4118, Train Steps/Sec: 1.14
[2025-05-29 19:05:25] (Generator) rec_loss: 0.0232, perceptual_loss: 0.1777, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9185, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1186, d_vqkd: 128419.9688, d_vqgan: 144600.3125
[2025-05-29 19:05:25] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3281
[2025-05-29 19:05:25] (step=0008700) Train Loss: 0.4050, Train Steps/Sec: 1.14
[2025-05-29 19:06:53] (Generator) rec_loss: 0.0422, perceptual_loss: 0.2275, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1244, d_vqkd: 128886.5469, d_vqgan: 145696.3281
[2025-05-29 19:06:53] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3125
[2025-05-29 19:06:53] (step=0008800) Train Loss: 0.4035, Train Steps/Sec: 1.14
[2025-05-29 19:08:20] (Generator) rec_loss: 0.0436, perceptual_loss: 0.2432, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9168, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1331, d_vqkd: 129209.3906, d_vqgan: 145140.5312
[2025-05-29 19:08:21] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3359
[2025-05-29 19:08:21] (step=0008900) Train Loss: 0.4078, Train Steps/Sec: 1.14
[2025-05-29 19:09:48] (Generator) rec_loss: 0.0225, perceptual_loss: 0.1924, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9170, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1279, d_vqkd: 128786.1328, d_vqgan: 145890.8594
[2025-05-29 19:09:49] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-29 19:09:49] (step=0009000) Train Loss: 0.3985, Train Steps/Sec: 1.14
[2025-05-29 19:11:16] (Generator) rec_loss: 0.0300, perceptual_loss: 0.2129, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1357, d_vqkd: 129360.6562, d_vqgan: 145327.6719
[2025-05-29 19:11:16] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3594
[2025-05-29 19:11:16] (step=0009100) Train Loss: 0.4042, Train Steps/Sec: 1.14
[2025-05-29 19:12:44] (Generator) rec_loss: 0.0383, perceptual_loss: 0.2012, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1348, d_vqkd: 129467.4609, d_vqgan: 145356.4844
[2025-05-29 19:12:44] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 19:12:44] (step=0009200) Train Loss: 0.4060, Train Steps/Sec: 1.14
[2025-05-29 19:14:12] (Generator) rec_loss: 0.0364, perceptual_loss: 0.2041, vq_loss: 0.0257, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1214, d_vqkd: 128934.0156, d_vqgan: 145705.1250
[2025-05-29 19:14:12] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3438
[2025-05-29 19:14:12] (step=0009300) Train Loss: 0.4022, Train Steps/Sec: 1.14
[2025-05-29 19:15:40] (Generator) rec_loss: 0.0464, perceptual_loss: 0.2373, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9147, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1246, d_vqkd: 128130.6406, d_vqgan: 146290.3906
[2025-05-29 19:15:40] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3516, logits_fake: 1.3516
[2025-05-29 19:15:40] (step=0009400) Train Loss: 0.4032, Train Steps/Sec: 1.14
[2025-05-29 19:17:07] (Generator) rec_loss: 0.0494, perceptual_loss: 0.2441, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9155, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1351, d_vqkd: 129018.9922, d_vqgan: 144855.0312
[2025-05-29 19:17:08] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3125
[2025-05-29 19:17:08] (step=0009500) Train Loss: 0.4071, Train Steps/Sec: 1.14
[2025-05-29 19:18:35] (Generator) rec_loss: 0.0443, perceptual_loss: 0.2256, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1394, d_vqkd: 128695.9844, d_vqgan: 145795.6406
[2025-05-29 19:18:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3438
[2025-05-29 19:18:36] (step=0009600) Train Loss: 0.4033, Train Steps/Sec: 1.14
[2025-05-29 19:20:03] (Generator) rec_loss: 0.0244, perceptual_loss: 0.2061, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9178, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1220, d_vqkd: 128947.4844, d_vqgan: 144160.4375
[2025-05-29 19:20:03] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3359
[2025-05-29 19:20:03] (step=0009700) Train Loss: 0.4042, Train Steps/Sec: 1.14
[2025-05-29 19:21:30] (Generator) rec_loss: 0.0383, perceptual_loss: 0.2324, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1292, d_vqkd: 128690.7031, d_vqgan: 145143.7656
[2025-05-29 19:21:31] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-29 19:21:31] (step=0009800) Train Loss: 0.4017, Train Steps/Sec: 1.14
[2025-05-29 19:22:58] (Generator) rec_loss: 0.0414, perceptual_loss: 0.2285, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9205, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1316, d_vqkd: 128757.1953, d_vqgan: 144720.1562
[2025-05-29 19:22:59] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 19:22:59] (step=0009900) Train Loss: 0.4035, Train Steps/Sec: 1.14
[2025-05-29 19:24:26] (Generator) rec_loss: 0.0215, perceptual_loss: 0.1963, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1136, d_vqkd: 128736.7188, d_vqgan: 144596.5469
[2025-05-29 19:24:26] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3125
[2025-05-29 19:24:26] (step=0010000) Train Loss: 0.4026, Train Steps/Sec: 1.14
[2025-05-29 19:24:31] Saved checkpoint to ck_tokenflow_clipb_finetune_decoder/002-TokenFlow/checkpoints/0010000.pt
[2025-05-29 19:25:59] (Generator) rec_loss: 0.0334, perceptual_loss: 0.2080, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1240, d_vqkd: 128734.8125, d_vqgan: 145381.0938
[2025-05-29 19:25:59] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3125
[2025-05-29 19:25:59] (step=0010100) Train Loss: 0.4029, Train Steps/Sec: 1.08
[2025-05-29 19:27:27] (Generator) rec_loss: 0.0455, perceptual_loss: 0.2402, vq_loss: 0.0236, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1399, d_vqkd: 127813.7578, d_vqgan: 144563.1250
[2025-05-29 19:27:27] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 19:27:27] (step=0010200) Train Loss: 0.4035, Train Steps/Sec: 1.14
[2025-05-29 19:28:54] (Generator) rec_loss: 0.0468, perceptual_loss: 0.2461, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9201, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1441, d_vqkd: 128366.8906, d_vqgan: 145169.3125
[2025-05-29 19:28:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3438
[2025-05-29 19:28:55] (step=0010300) Train Loss: 0.4036, Train Steps/Sec: 1.14
[2025-05-29 19:30:22] (Generator) rec_loss: 0.0213, perceptual_loss: 0.2021, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9161, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1221, d_vqkd: 128539.0312, d_vqgan: 145077.9688
[2025-05-29 19:30:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.2969
[2025-05-29 19:30:23] (step=0010400) Train Loss: 0.4008, Train Steps/Sec: 1.14
[2025-05-29 19:31:50] (Generator) rec_loss: 0.0356, perceptual_loss: 0.2285, vq_loss: 0.0258, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9201, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1275, d_vqkd: 128514.3516, d_vqgan: 145682.3281
[2025-05-29 19:31:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 19:31:51] (step=0010500) Train Loss: 0.3989, Train Steps/Sec: 1.14
[2025-05-29 19:33:18] (Generator) rec_loss: 0.0207, perceptual_loss: 0.1895, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1192, d_vqkd: 128693.6094, d_vqgan: 145298.2969
[2025-05-29 19:33:19] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3359
[2025-05-29 19:33:19] (step=0010600) Train Loss: 0.4045, Train Steps/Sec: 1.14
[2025-05-29 19:34:46] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1982, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1191, d_vqkd: 128593.0391, d_vqgan: 145898.3125
[2025-05-29 19:34:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3438
[2025-05-29 19:34:46] (step=0010700) Train Loss: 0.4028, Train Steps/Sec: 1.14
[2025-05-29 19:36:14] (Generator) rec_loss: 0.0313, perceptual_loss: 0.2178, vq_loss: 0.0257, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9195, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1445, d_vqkd: 128589.8125, d_vqgan: 145556.0938
[2025-05-29 19:36:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3047
[2025-05-29 19:36:14] (step=0010800) Train Loss: 0.4091, Train Steps/Sec: 1.14
[2025-05-29 19:37:41] (Generator) rec_loss: 0.0296, perceptual_loss: 0.2070, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1222, d_vqkd: 128144.3125, d_vqgan: 144659.2656
[2025-05-29 19:37:42] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3750, logits_fake: 1.3672
[2025-05-29 19:37:42] (step=0010900) Train Loss: 0.3993, Train Steps/Sec: 1.14
[2025-05-29 19:39:09] (Generator) rec_loss: 0.0330, perceptual_loss: 0.1992, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9150, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1187, d_vqkd: 128449.5391, d_vqgan: 144973.7344
[2025-05-29 19:39:10] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.2969
[2025-05-29 19:39:10] (step=0011000) Train Loss: 0.4017, Train Steps/Sec: 1.14
[2025-05-29 19:40:37] (Generator) rec_loss: 0.0406, perceptual_loss: 0.2236, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1344, d_vqkd: 129109.1250, d_vqgan: 145200.5000
[2025-05-29 19:40:37] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3438
[2025-05-29 19:40:37] (step=0011100) Train Loss: 0.4006, Train Steps/Sec: 1.14
[2025-05-29 19:42:05] (Generator) rec_loss: 0.0246, perceptual_loss: 0.2051, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9203, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1240, d_vqkd: 128671.9375, d_vqgan: 145100.1562
[2025-05-29 19:42:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-29 19:42:05] (step=0011200) Train Loss: 0.4033, Train Steps/Sec: 1.14
[2025-05-29 19:43:32] (Generator) rec_loss: 0.0329, perceptual_loss: 0.1963, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9195, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1396, d_vqkd: 128079.9609, d_vqgan: 145604.1250
[2025-05-29 19:43:33] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 19:43:33] (step=0011300) Train Loss: 0.3971, Train Steps/Sec: 1.14
[2025-05-29 19:45:00] (Generator) rec_loss: 0.0351, perceptual_loss: 0.2148, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9205, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1266, d_vqkd: 128365.0781, d_vqgan: 145845.4062
[2025-05-29 19:45:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 19:45:01] (step=0011400) Train Loss: 0.4055, Train Steps/Sec: 1.14
[2025-05-29 19:46:28] (Generator) rec_loss: 0.0403, perceptual_loss: 0.2363, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1318, d_vqkd: 128797.7422, d_vqgan: 144638.4219
[2025-05-29 19:46:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3438
[2025-05-29 19:46:29] (step=0011500) Train Loss: 0.4065, Train Steps/Sec: 1.14
[2025-05-29 19:47:56] (Generator) rec_loss: 0.0245, perceptual_loss: 0.1973, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9180, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1228, d_vqkd: 128781.0000, d_vqgan: 145019.7656
[2025-05-29 19:47:56] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2969
[2025-05-29 19:47:56] (step=0011600) Train Loss: 0.4048, Train Steps/Sec: 1.14
[2025-05-29 19:49:24] (Generator) rec_loss: 0.0455, perceptual_loss: 0.2578, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1367, d_vqkd: 128980.1797, d_vqgan: 145520.7656
[2025-05-29 19:49:24] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 19:49:24] (step=0011700) Train Loss: 0.4070, Train Steps/Sec: 1.14
[2025-05-29 19:50:51] (Generator) rec_loss: 0.0260, perceptual_loss: 0.2129, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9202, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1213, d_vqkd: 129034.6250, d_vqgan: 144975.8438
[2025-05-29 19:50:52] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2891
[2025-05-29 19:50:52] (step=0011800) Train Loss: 0.4111, Train Steps/Sec: 1.14
[2025-05-29 19:52:19] (Generator) rec_loss: 0.0362, perceptual_loss: 0.2090, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9192, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1280, d_vqkd: 128490.2188, d_vqgan: 144950.8438
[2025-05-29 19:52:20] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3203
[2025-05-29 19:52:20] (step=0011900) Train Loss: 0.4053, Train Steps/Sec: 1.14
[2025-05-29 19:53:47] (Generator) rec_loss: 0.0285, perceptual_loss: 0.2148, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1303, d_vqkd: 128529.1094, d_vqgan: 144840.4375
[2025-05-29 19:53:47] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 19:53:47] (step=0012000) Train Loss: 0.4007, Train Steps/Sec: 1.14
[2025-05-29 19:55:14] (Generator) rec_loss: 0.0350, perceptual_loss: 0.1963, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9170, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1203, d_vqkd: 128672.8281, d_vqgan: 145290.1875
[2025-05-29 19:55:15] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.3125
[2025-05-29 19:55:15] (step=0012100) Train Loss: 0.4075, Train Steps/Sec: 1.14
[2025-05-29 19:56:42] (Generator) rec_loss: 0.0257, perceptual_loss: 0.2246, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9193, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1314, d_vqkd: 128315.6016, d_vqgan: 144368.5625
[2025-05-29 19:56:43] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 19:56:43] (step=0012200) Train Loss: 0.4066, Train Steps/Sec: 1.14
[2025-05-29 19:58:10] (Generator) rec_loss: 0.0538, perceptual_loss: 0.2275, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1204, d_vqkd: 128499.9531, d_vqgan: 145288.4688
[2025-05-29 19:58:10] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 19:58:10] (step=0012300) Train Loss: 0.4079, Train Steps/Sec: 1.14
[2025-05-29 19:59:37] (Generator) rec_loss: 0.0339, perceptual_loss: 0.2021, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1263, d_vqkd: 128968.6406, d_vqgan: 144882.3281
[2025-05-29 19:59:38] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-29 19:59:38] (step=0012400) Train Loss: 0.4093, Train Steps/Sec: 1.14
[2025-05-29 20:01:05] (Generator) rec_loss: 0.0232, perceptual_loss: 0.2109, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1444, d_vqkd: 128913.6719, d_vqgan: 144883.0156
[2025-05-29 20:01:06] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 20:01:06] (step=0012500) Train Loss: 0.4036, Train Steps/Sec: 1.14
[2025-05-29 20:02:33] (Generator) rec_loss: 0.0425, perceptual_loss: 0.2197, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1282, d_vqkd: 128304.2656, d_vqgan: 144916.1875
[2025-05-29 20:02:33] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-29 20:02:33] (step=0012600) Train Loss: 0.4019, Train Steps/Sec: 1.14
[2025-05-29 20:04:00] (Generator) rec_loss: 0.0274, perceptual_loss: 0.2422, vq_loss: 0.0235, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1404, d_vqkd: 126896.9375, d_vqgan: 144488.3125
[2025-05-29 20:04:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.3203
[2025-05-29 20:04:01] (step=0012700) Train Loss: 0.4130, Train Steps/Sec: 1.14
[2025-05-29 20:05:28] (Generator) rec_loss: 0.0326, perceptual_loss: 0.2324, vq_loss: 0.0246, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9172, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1348, d_vqkd: 128668.3594, d_vqgan: 144833.7969
[2025-05-29 20:05:28] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2812
[2025-05-29 20:05:28] (step=0012800) Train Loss: 0.4099, Train Steps/Sec: 1.14
[2025-05-29 20:06:56] (Generator) rec_loss: 0.0361, perceptual_loss: 0.2090, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1148, d_vqkd: 128076.0469, d_vqgan: 144818.8438
[2025-05-29 20:06:56] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-29 20:06:56] (step=0012900) Train Loss: 0.4065, Train Steps/Sec: 1.14
[2025-05-29 20:08:23] (Generator) rec_loss: 0.0319, perceptual_loss: 0.2158, vq_loss: 0.0258, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9190, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1451, d_vqkd: 128766.8281, d_vqgan: 145030.9375
[2025-05-29 20:08:24] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 20:08:24] (step=0013000) Train Loss: 0.4109, Train Steps/Sec: 1.14
[2025-05-29 20:09:51] (Generator) rec_loss: 0.0441, perceptual_loss: 0.2236, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9168, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1229, d_vqkd: 128754.8125, d_vqgan: 145022.3125
[2025-05-29 20:09:52] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3359
[2025-05-29 20:09:52] (step=0013100) Train Loss: 0.4044, Train Steps/Sec: 1.14
[2025-05-29 20:11:19] (Generator) rec_loss: 0.0435, perceptual_loss: 0.2080, vq_loss: 0.0246, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1196, d_vqkd: 128428.6016, d_vqgan: 144420.1094
[2025-05-29 20:11:19] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3281
[2025-05-29 20:11:19] (step=0013200) Train Loss: 0.4063, Train Steps/Sec: 1.14
[2025-05-29 20:12:47] (Generator) rec_loss: 0.0393, perceptual_loss: 0.2178, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1311, d_vqkd: 128630.3750, d_vqgan: 145258.5938
[2025-05-29 20:12:47] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-29 20:12:47] (step=0013300) Train Loss: 0.4014, Train Steps/Sec: 1.14
[2025-05-29 20:14:14] (Generator) rec_loss: 0.0201, perceptual_loss: 0.1865, vq_loss: 0.0233, commit_loss: 0.0058, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1258, d_vqkd: 126843.5703, d_vqgan: 144195.5781
[2025-05-29 20:14:15] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.2969
[2025-05-29 20:14:15] (step=0013400) Train Loss: 0.4048, Train Steps/Sec: 1.14
[2025-05-29 20:15:42] (Generator) rec_loss: 0.0302, perceptual_loss: 0.2080, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1245, d_vqkd: 129026.3281, d_vqgan: 145484.7031
[2025-05-29 20:15:43] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2891
[2025-05-29 20:15:43] (step=0013500) Train Loss: 0.4005, Train Steps/Sec: 1.14
[2025-05-29 20:17:10] (Generator) rec_loss: 0.0394, perceptual_loss: 0.2168, vq_loss: 0.0258, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9166, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1270, d_vqkd: 128854.0938, d_vqgan: 145306.6250
[2025-05-29 20:17:10] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3359
[2025-05-29 20:17:10] (step=0013600) Train Loss: 0.4060, Train Steps/Sec: 1.14
[2025-05-29 20:18:37] (Generator) rec_loss: 0.0443, perceptual_loss: 0.2305, vq_loss: 0.0257, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9162, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1280, d_vqkd: 128700.2969, d_vqgan: 145072.0625
[2025-05-29 20:18:38] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.2969
[2025-05-29 20:18:38] (step=0013700) Train Loss: 0.4052, Train Steps/Sec: 1.14
[2025-05-29 20:20:05] (Generator) rec_loss: 0.0438, perceptual_loss: 0.2393, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9193, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1327, d_vqkd: 128547.2812, d_vqgan: 144853.5469
[2025-05-29 20:20:06] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.2969
[2025-05-29 20:20:06] (step=0013800) Train Loss: 0.4037, Train Steps/Sec: 1.14
[2025-05-29 20:21:33] (Generator) rec_loss: 0.0441, perceptual_loss: 0.2266, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9193, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1277, d_vqkd: 128695.1562, d_vqgan: 145349.7031
[2025-05-29 20:21:33] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2734, logits_fake: 1.2578
[2025-05-29 20:21:33] (step=0013900) Train Loss: 0.4010, Train Steps/Sec: 1.14
[2025-05-29 20:23:01] (Generator) rec_loss: 0.0218, perceptual_loss: 0.1963, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9163, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1216, d_vqkd: 128401.2656, d_vqgan: 145026.3750
[2025-05-29 20:23:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3516, logits_fake: 1.3438
[2025-05-29 20:23:01] (step=0014000) Train Loss: 0.3988, Train Steps/Sec: 1.14
[2025-05-29 20:24:29] (Generator) rec_loss: 0.0356, perceptual_loss: 0.2012, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1338, d_vqkd: 128851.6875, d_vqgan: 145763.2188
[2025-05-29 20:24:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 20:24:29] (step=0014100) Train Loss: 0.4093, Train Steps/Sec: 1.14
[2025-05-29 20:25:56] (Generator) rec_loss: 0.0423, perceptual_loss: 0.2256, vq_loss: 0.0257, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9172, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1305, d_vqkd: 128518.0234, d_vqgan: 145602.2031
[2025-05-29 20:25:57] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3516, logits_fake: 1.3438
[2025-05-29 20:25:57] (step=0014200) Train Loss: 0.4046, Train Steps/Sec: 1.14
[2025-05-29 20:27:24] (Generator) rec_loss: 0.0344, perceptual_loss: 0.2305, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1158, d_vqkd: 128968.6016, d_vqgan: 144950.6562
[2025-05-29 20:27:24] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3125
[2025-05-29 20:27:24] (step=0014300) Train Loss: 0.4037, Train Steps/Sec: 1.14
[2025-05-29 20:28:52] (Generator) rec_loss: 0.0355, perceptual_loss: 0.2090, vq_loss: 0.0258, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1220, d_vqkd: 129397.9531, d_vqgan: 145818.7969
[2025-05-29 20:28:52] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 20:28:52] (step=0014400) Train Loss: 0.4033, Train Steps/Sec: 1.14
[2025-05-29 20:30:19] (Generator) rec_loss: 0.0356, perceptual_loss: 0.2188, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9172, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1249, d_vqkd: 128417.4141, d_vqgan: 145473.2969
[2025-05-29 20:30:20] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 20:30:20] (step=0014500) Train Loss: 0.4083, Train Steps/Sec: 1.14
[2025-05-29 20:31:43] Beginning epoch 1...
[2025-05-29 20:31:48] (Generator) rec_loss: 0.0281, perceptual_loss: 0.2080, vq_loss: 0.0246, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1327, d_vqkd: 128217.6875, d_vqgan: 145788.1406
[2025-05-29 20:31:48] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2969
[2025-05-29 20:31:48] (step=0014600) Train Loss: 0.4016, Train Steps/Sec: 1.13
[2025-05-29 20:33:15] (Generator) rec_loss: 0.0302, perceptual_loss: 0.1875, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9164, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1213, d_vqkd: 128292.3828, d_vqgan: 145532.7031
[2025-05-29 20:33:16] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3438
[2025-05-29 20:33:16] (step=0014700) Train Loss: 0.4045, Train Steps/Sec: 1.14
[2025-05-29 20:34:43] (Generator) rec_loss: 0.0309, perceptual_loss: 0.2314, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9202, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1329, d_vqkd: 128381.5000, d_vqgan: 144543.8281
[2025-05-29 20:34:44] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.3125
[2025-05-29 20:34:44] (step=0014800) Train Loss: 0.4056, Train Steps/Sec: 1.14
[2025-05-29 20:36:11] (Generator) rec_loss: 0.0420, perceptual_loss: 0.2139, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9166, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1296, d_vqkd: 128738.8750, d_vqgan: 145445.1562
[2025-05-29 20:36:11] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 20:36:11] (step=0014900) Train Loss: 0.4084, Train Steps/Sec: 1.14
[2025-05-29 20:37:39] (Generator) rec_loss: 0.0335, perceptual_loss: 0.2207, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9194, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1263, d_vqkd: 128634.4219, d_vqgan: 145388.3438
[2025-05-29 20:37:40] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 20:37:40] (step=0015000) Train Loss: 0.4017, Train Steps/Sec: 1.13
[2025-05-29 20:37:44] Saved checkpoint to ck_tokenflow_clipb_finetune_decoder/002-TokenFlow/checkpoints/0015000.pt
[2025-05-29 20:39:12] (Generator) rec_loss: 0.0287, perceptual_loss: 0.2061, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1217, d_vqkd: 128111.5000, d_vqgan: 145267.0156
[2025-05-29 20:39:12] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 20:39:12] (step=0015100) Train Loss: 0.4024, Train Steps/Sec: 1.08
[2025-05-29 20:40:39] (Generator) rec_loss: 0.0241, perceptual_loss: 0.2041, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9204, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1260, d_vqkd: 128995.7734, d_vqgan: 145157.5156
[2025-05-29 20:40:40] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 20:40:40] (step=0015200) Train Loss: 0.4056, Train Steps/Sec: 1.14
[2025-05-29 20:42:07] (Generator) rec_loss: 0.0261, perceptual_loss: 0.2100, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1183, d_vqkd: 128509.5625, d_vqgan: 144771.8125
[2025-05-29 20:42:08] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3594, logits_fake: 1.3516
[2025-05-29 20:42:08] (step=0015300) Train Loss: 0.4048, Train Steps/Sec: 1.14
[2025-05-29 20:43:35] (Generator) rec_loss: 0.0360, perceptual_loss: 0.2100, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1344, d_vqkd: 128935.5547, d_vqgan: 145674.4688
[2025-05-29 20:43:35] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 20:43:35] (step=0015400) Train Loss: 0.4048, Train Steps/Sec: 1.14
[2025-05-29 20:45:03] (Generator) rec_loss: 0.0255, perceptual_loss: 0.2061, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9150, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1325, d_vqkd: 129093.3984, d_vqgan: 145763.6875
[2025-05-29 20:45:03] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 20:45:03] (step=0015500) Train Loss: 0.4037, Train Steps/Sec: 1.14
[2025-05-29 20:46:30] (Generator) rec_loss: 0.0393, perceptual_loss: 0.2178, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9168, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1409, d_vqkd: 129245.7344, d_vqgan: 145007.1719
[2025-05-29 20:46:31] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-29 20:46:31] (step=0015600) Train Loss: 0.4044, Train Steps/Sec: 1.14
[2025-05-29 20:47:58] (Generator) rec_loss: 0.0276, perceptual_loss: 0.2031, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9190, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1261, d_vqkd: 128999.9375, d_vqgan: 145523.3125
[2025-05-29 20:47:59] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-29 20:47:59] (step=0015700) Train Loss: 0.4026, Train Steps/Sec: 1.14
[2025-05-29 20:49:26] (Generator) rec_loss: 0.0441, perceptual_loss: 0.2188, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9159, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1304, d_vqkd: 129071.8203, d_vqgan: 145080.4531
[2025-05-29 20:49:26] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3516
[2025-05-29 20:49:26] (step=0015800) Train Loss: 0.4043, Train Steps/Sec: 1.14
[2025-05-29 20:50:54] (Generator) rec_loss: 0.0246, perceptual_loss: 0.2080, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9158, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1097, d_vqkd: 128413.2344, d_vqgan: 144965.7188
[2025-05-29 20:50:54] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 20:50:54] (step=0015900) Train Loss: 0.4066, Train Steps/Sec: 1.14
[2025-05-29 20:52:21] (Generator) rec_loss: 0.0238, perceptual_loss: 0.1904, vq_loss: 0.0243, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9178, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1256, d_vqkd: 128152.1562, d_vqgan: 144652.3438
[2025-05-29 20:52:22] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.2969
[2025-05-29 20:52:22] (step=0016000) Train Loss: 0.4010, Train Steps/Sec: 1.14
[2025-05-29 20:53:49] (Generator) rec_loss: 0.0402, perceptual_loss: 0.2422, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9178, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1351, d_vqkd: 128452.4062, d_vqgan: 145123.6094
[2025-05-29 20:53:50] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 20:53:50] (step=0016100) Train Loss: 0.4090, Train Steps/Sec: 1.14
[2025-05-29 20:55:17] (Generator) rec_loss: 0.0372, perceptual_loss: 0.2207, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1126, d_vqkd: 128359.8594, d_vqgan: 145351.5938
[2025-05-29 20:55:18] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3438
[2025-05-29 20:55:18] (step=0016200) Train Loss: 0.4027, Train Steps/Sec: 1.14
[2025-05-29 20:56:45] (Generator) rec_loss: 0.0421, perceptual_loss: 0.2344, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9167, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1261, d_vqkd: 128682.2188, d_vqgan: 145498.9375
[2025-05-29 20:56:45] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3438
[2025-05-29 20:56:45] (step=0016300) Train Loss: 0.4054, Train Steps/Sec: 1.14
[2025-05-29 20:58:13] (Generator) rec_loss: 0.0377, perceptual_loss: 0.2119, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9195, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1381, d_vqkd: 128570.7422, d_vqgan: 145467.4219
[2025-05-29 20:58:13] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3438
[2025-05-29 20:58:13] (step=0016400) Train Loss: 0.4053, Train Steps/Sec: 1.14
[2025-05-29 20:59:40] (Generator) rec_loss: 0.0368, perceptual_loss: 0.2334, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1274, d_vqkd: 129090.3125, d_vqgan: 144981.4219
[2025-05-29 20:59:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2734, logits_fake: 1.2891
[2025-05-29 20:59:41] (step=0016500) Train Loss: 0.4051, Train Steps/Sec: 1.14
[2025-05-29 21:01:08] (Generator) rec_loss: 0.0359, perceptual_loss: 0.2383, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1276, d_vqkd: 128901.6719, d_vqgan: 144299.7656
[2025-05-29 21:01:09] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3438
[2025-05-29 21:01:09] (step=0016600) Train Loss: 0.4020, Train Steps/Sec: 1.14
[2025-05-29 21:02:36] (Generator) rec_loss: 0.0308, perceptual_loss: 0.2246, vq_loss: 0.0227, commit_loss: 0.0057, entropy_loss: 0.0000, codebook_usage: 0.9172, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1313, d_vqkd: 127133.7266, d_vqgan: 144522.9219
[2025-05-29 21:02:37] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3438
[2025-05-29 21:02:37] (step=0016700) Train Loss: 0.4039, Train Steps/Sec: 1.14
[2025-05-29 21:04:04] (Generator) rec_loss: 0.0293, perceptual_loss: 0.1914, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1267, d_vqkd: 129093.3750, d_vqgan: 144175.1562
[2025-05-29 21:04:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 21:04:05] (step=0016800) Train Loss: 0.4001, Train Steps/Sec: 1.14
[2025-05-29 21:05:32] (Generator) rec_loss: 0.0406, perceptual_loss: 0.2617, vq_loss: 0.0257, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1353, d_vqkd: 128900.9141, d_vqgan: 145547.0625
[2025-05-29 21:05:32] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2891
[2025-05-29 21:05:32] (step=0016900) Train Loss: 0.4011, Train Steps/Sec: 1.14
[2025-05-29 21:06:59] (Generator) rec_loss: 0.0232, perceptual_loss: 0.1797, vq_loss: 0.0243, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9193, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1363, d_vqkd: 127901.0000, d_vqgan: 145164.0000
[2025-05-29 21:07:00] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3516
[2025-05-29 21:07:00] (step=0017000) Train Loss: 0.4045, Train Steps/Sec: 1.14
[2025-05-29 21:08:27] (Generator) rec_loss: 0.0390, perceptual_loss: 0.2080, vq_loss: 0.0258, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1391, d_vqkd: 128554.6875, d_vqgan: 146342.1562
[2025-05-29 21:08:27] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 21:08:27] (step=0017100) Train Loss: 0.4023, Train Steps/Sec: 1.14
[2025-05-29 21:09:55] (Generator) rec_loss: 0.0320, perceptual_loss: 0.2295, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1216, d_vqkd: 128344.8594, d_vqgan: 145011.5938
[2025-05-29 21:09:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.3047
[2025-05-29 21:09:55] (step=0017200) Train Loss: 0.4096, Train Steps/Sec: 1.14
[2025-05-29 21:11:22] (Generator) rec_loss: 0.0283, perceptual_loss: 0.2090, vq_loss: 0.0257, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9205, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1300, d_vqkd: 128684.3906, d_vqgan: 145220.2188
[2025-05-29 21:11:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2812, logits_fake: 1.2812
[2025-05-29 21:11:23] (step=0017300) Train Loss: 0.4033, Train Steps/Sec: 1.14
[2025-05-29 21:12:50] (Generator) rec_loss: 0.0256, perceptual_loss: 0.1865, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9161, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1184, d_vqkd: 127769.1953, d_vqgan: 145821.8125
[2025-05-29 21:12:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 21:12:51] (step=0017400) Train Loss: 0.4068, Train Steps/Sec: 1.14
[2025-05-29 21:14:18] (Generator) rec_loss: 0.0277, perceptual_loss: 0.1982, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1125, d_vqkd: 128854.2578, d_vqgan: 146098.8438
[2025-05-29 21:14:19] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3125
[2025-05-29 21:14:19] (step=0017500) Train Loss: 0.4039, Train Steps/Sec: 1.14
[2025-05-29 21:15:46] (Generator) rec_loss: 0.0280, perceptual_loss: 0.2139, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1195, d_vqkd: 129319.2031, d_vqgan: 145267.0000
[2025-05-29 21:15:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 21:15:46] (step=0017600) Train Loss: 0.4053, Train Steps/Sec: 1.14
[2025-05-29 21:17:14] (Generator) rec_loss: 0.0262, perceptual_loss: 0.2129, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9192, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1158, d_vqkd: 126861.4062, d_vqgan: 145440.2031
[2025-05-29 21:17:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 21:17:14] (step=0017700) Train Loss: 0.4040, Train Steps/Sec: 1.14
[2025-05-29 21:18:41] (Generator) rec_loss: 0.0403, perceptual_loss: 0.2227, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9196, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1245, d_vqkd: 128835.2656, d_vqgan: 145152.9062
[2025-05-29 21:18:42] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-29 21:18:42] (step=0017800) Train Loss: 0.4080, Train Steps/Sec: 1.14
[2025-05-29 21:20:09] (Generator) rec_loss: 0.0366, perceptual_loss: 0.2324, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1320, d_vqkd: 128324.7422, d_vqgan: 145191.5469
[2025-05-29 21:20:10] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.3047
[2025-05-29 21:20:10] (step=0017900) Train Loss: 0.3995, Train Steps/Sec: 1.14
[2025-05-29 21:21:37] (Generator) rec_loss: 0.0371, perceptual_loss: 0.2119, vq_loss: 0.0243, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1325, d_vqkd: 128215.2812, d_vqgan: 145271.1406
[2025-05-29 21:21:37] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3438
[2025-05-29 21:21:37] (step=0018000) Train Loss: 0.4069, Train Steps/Sec: 1.14
[2025-05-29 21:23:05] (Generator) rec_loss: 0.0390, perceptual_loss: 0.1689, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9194, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1221, d_vqkd: 128141.8906, d_vqgan: 144569.1875
[2025-05-29 21:23:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.3125
[2025-05-29 21:23:05] (step=0018100) Train Loss: 0.4048, Train Steps/Sec: 1.14
[2025-05-29 21:24:32] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1934, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1297, d_vqkd: 128546.4062, d_vqgan: 144935.2188
[2025-05-29 21:24:33] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3438
[2025-05-29 21:24:33] (step=0018200) Train Loss: 0.4071, Train Steps/Sec: 1.14
[2025-05-29 21:26:00] (Generator) rec_loss: 0.0367, perceptual_loss: 0.2197, vq_loss: 0.0243, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9185, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1182, d_vqkd: 128419.7891, d_vqgan: 145105.6562
[2025-05-29 21:26:00] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3594, logits_fake: 1.3750
[2025-05-29 21:26:00] (step=0018300) Train Loss: 0.4038, Train Steps/Sec: 1.14
[2025-05-29 21:27:28] (Generator) rec_loss: 0.0352, perceptual_loss: 0.2207, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1253, d_vqkd: 128558.5781, d_vqgan: 145292.3750
[2025-05-29 21:27:28] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 21:27:28] (step=0018400) Train Loss: 0.3984, Train Steps/Sec: 1.14
[2025-05-29 21:28:56] (Generator) rec_loss: 0.0371, perceptual_loss: 0.2148, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1296, d_vqkd: 128839.1484, d_vqgan: 145436.2969
[2025-05-29 21:28:56] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-29 21:28:56] (step=0018500) Train Loss: 0.3983, Train Steps/Sec: 1.14
[2025-05-29 21:30:23] (Generator) rec_loss: 0.0232, perceptual_loss: 0.2246, vq_loss: 0.0240, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9206, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1353, d_vqkd: 127971.7109, d_vqgan: 145049.4688
[2025-05-29 21:30:24] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 21:30:24] (step=0018600) Train Loss: 0.4049, Train Steps/Sec: 1.14
[2025-05-29 21:31:51] (Generator) rec_loss: 0.0259, perceptual_loss: 0.2031, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9215, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1186, d_vqkd: 128124.3594, d_vqgan: 145581.7188
[2025-05-29 21:31:52] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 21:31:52] (step=0018700) Train Loss: 0.4076, Train Steps/Sec: 1.14
[2025-05-29 21:33:19] (Generator) rec_loss: 0.0342, perceptual_loss: 0.1992, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9164, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1351, d_vqkd: 129091.5234, d_vqgan: 144453.8906
[2025-05-29 21:33:19] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-29 21:33:19] (step=0018800) Train Loss: 0.4091, Train Steps/Sec: 1.14
[2025-05-29 21:34:47] (Generator) rec_loss: 0.0370, perceptual_loss: 0.2148, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9190, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1320, d_vqkd: 128819.6562, d_vqgan: 145561.4375
[2025-05-29 21:34:47] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 21:34:47] (step=0018900) Train Loss: 0.4038, Train Steps/Sec: 1.14
[2025-05-29 21:36:14] (Generator) rec_loss: 0.0345, perceptual_loss: 0.2188, vq_loss: 0.0243, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9170, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1116, d_vqkd: 127928.8984, d_vqgan: 144494.4219
[2025-05-29 21:36:15] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3516, logits_fake: 1.3516
[2025-05-29 21:36:15] (step=0019000) Train Loss: 0.3970, Train Steps/Sec: 1.14
[2025-05-29 21:37:42] (Generator) rec_loss: 0.0309, perceptual_loss: 0.2080, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9185, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1259, d_vqkd: 128293.9531, d_vqgan: 144860.1406
[2025-05-29 21:37:43] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 21:37:43] (step=0019100) Train Loss: 0.4012, Train Steps/Sec: 1.14
[2025-05-29 21:39:10] (Generator) rec_loss: 0.0305, perceptual_loss: 0.2061, vq_loss: 0.0236, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9206, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1417, d_vqkd: 126530.1484, d_vqgan: 144672.2500
[2025-05-29 21:39:10] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3672, logits_fake: 1.3672
[2025-05-29 21:39:10] (step=0019200) Train Loss: 0.4012, Train Steps/Sec: 1.14
[2025-05-29 21:40:37] (Generator) rec_loss: 0.0295, perceptual_loss: 0.2109, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1161, d_vqkd: 128657.3516, d_vqgan: 145537.4688
[2025-05-29 21:40:38] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 21:40:38] (step=0019300) Train Loss: 0.4038, Train Steps/Sec: 1.14
[2025-05-29 21:42:05] (Generator) rec_loss: 0.0242, perceptual_loss: 0.2197, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1346, d_vqkd: 128801.8047, d_vqgan: 145304.8906
[2025-05-29 21:42:06] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2734, logits_fake: 1.2734
[2025-05-29 21:42:06] (step=0019400) Train Loss: 0.4065, Train Steps/Sec: 1.14
[2025-05-29 21:43:33] (Generator) rec_loss: 0.0330, perceptual_loss: 0.2021, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1197, d_vqkd: 128341.6875, d_vqgan: 144766.8438
[2025-05-29 21:43:34] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3516, logits_fake: 1.3438
[2025-05-29 21:43:34] (step=0019500) Train Loss: 0.4070, Train Steps/Sec: 1.14
[2025-05-29 21:45:01] (Generator) rec_loss: 0.0271, perceptual_loss: 0.2031, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9178, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1268, d_vqkd: 128451.2969, d_vqgan: 145163.9844
[2025-05-29 21:45:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3359
[2025-05-29 21:45:01] (step=0019600) Train Loss: 0.4049, Train Steps/Sec: 1.14
[2025-05-29 21:46:29] (Generator) rec_loss: 0.0309, perceptual_loss: 0.1982, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1261, d_vqkd: 128506.3906, d_vqgan: 144866.0312
[2025-05-29 21:46:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3359
[2025-05-29 21:46:29] (step=0019700) Train Loss: 0.4109, Train Steps/Sec: 1.14
[2025-05-29 21:47:56] (Generator) rec_loss: 0.0297, perceptual_loss: 0.2148, vq_loss: 0.0235, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1300, d_vqkd: 127635.5234, d_vqgan: 144882.5312
[2025-05-29 21:47:57] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-29 21:47:57] (step=0019800) Train Loss: 0.4000, Train Steps/Sec: 1.14
[2025-05-29 21:49:24] (Generator) rec_loss: 0.0447, perceptual_loss: 0.2393, vq_loss: 0.0238, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9196, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1398, d_vqkd: 128135.0078, d_vqgan: 145054.2344
[2025-05-29 21:49:24] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 21:49:24] (step=0019900) Train Loss: 0.4044, Train Steps/Sec: 1.14
[2025-05-29 21:50:52] (Generator) rec_loss: 0.0320, perceptual_loss: 0.2041, vq_loss: 0.0246, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1291, d_vqkd: 128693.5625, d_vqgan: 145326.5312
[2025-05-29 21:50:52] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 21:50:52] (step=0020000) Train Loss: 0.4014, Train Steps/Sec: 1.14
[2025-05-29 21:50:57] Saved checkpoint to ck_tokenflow_clipb_finetune_decoder/002-TokenFlow/checkpoints/0020000.pt
[2025-05-29 21:52:24] (Generator) rec_loss: 0.0327, perceptual_loss: 0.2236, vq_loss: 0.0257, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9192, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1157, d_vqkd: 128733.4375, d_vqgan: 145038.6250
[2025-05-29 21:52:25] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.2812
[2025-05-29 21:52:25] (step=0020100) Train Loss: 0.4013, Train Steps/Sec: 1.08
[2025-05-29 21:53:52] (Generator) rec_loss: 0.0279, perceptual_loss: 0.2207, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9145, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1330, d_vqkd: 129023.5938, d_vqgan: 145292.5312
[2025-05-29 21:53:52] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3281
[2025-05-29 21:53:52] (step=0020200) Train Loss: 0.4049, Train Steps/Sec: 1.14
[2025-05-29 21:55:19] (Generator) rec_loss: 0.0242, perceptual_loss: 0.2012, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1344, d_vqkd: 128823.2031, d_vqgan: 145074.7969
[2025-05-29 21:55:20] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 21:55:20] (step=0020300) Train Loss: 0.4028, Train Steps/Sec: 1.14
[2025-05-29 21:56:47] (Generator) rec_loss: 0.0243, perceptual_loss: 0.1855, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1308, d_vqkd: 128748.1250, d_vqgan: 145875.0469
[2025-05-29 21:56:47] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3125
[2025-05-29 21:56:47] (step=0020400) Train Loss: 0.4038, Train Steps/Sec: 1.14
[2025-05-29 21:58:15] (Generator) rec_loss: 0.0297, perceptual_loss: 0.2129, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9207, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1343, d_vqkd: 128817.8438, d_vqgan: 144859.5469
[2025-05-29 21:58:15] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3047
[2025-05-29 21:58:15] (step=0020500) Train Loss: 0.4039, Train Steps/Sec: 1.14
[2025-05-29 21:59:42] (Generator) rec_loss: 0.0273, perceptual_loss: 0.1943, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9137, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1142, d_vqkd: 128759.9062, d_vqgan: 144998.5625
[2025-05-29 21:59:43] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2969
[2025-05-29 21:59:43] (step=0020600) Train Loss: 0.3987, Train Steps/Sec: 1.14
[2025-05-29 22:01:10] (Generator) rec_loss: 0.0288, perceptual_loss: 0.1768, vq_loss: 0.0246, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9164, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1167, d_vqkd: 128761.6562, d_vqgan: 145131.5469
[2025-05-29 22:01:11] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3516
[2025-05-29 22:01:11] (step=0020700) Train Loss: 0.4045, Train Steps/Sec: 1.14
[2025-05-29 22:02:38] (Generator) rec_loss: 0.0234, perceptual_loss: 0.2109, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1275, d_vqkd: 128999.8359, d_vqgan: 145407.1250
[2025-05-29 22:02:38] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2812
[2025-05-29 22:02:38] (step=0020800) Train Loss: 0.4076, Train Steps/Sec: 1.14
[2025-05-29 22:04:06] (Generator) rec_loss: 0.0312, perceptual_loss: 0.2021, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9142, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1348, d_vqkd: 128509.3125, d_vqgan: 144136.5781
[2025-05-29 22:04:06] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 22:04:06] (step=0020900) Train Loss: 0.4000, Train Steps/Sec: 1.14
[2025-05-29 22:05:33] (Generator) rec_loss: 0.0332, perceptual_loss: 0.2217, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9196, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1209, d_vqkd: 128220.0000, d_vqgan: 145231.9688
[2025-05-29 22:05:34] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 22:05:34] (step=0021000) Train Loss: 0.4033, Train Steps/Sec: 1.14
[2025-05-29 22:07:01] (Generator) rec_loss: 0.0293, perceptual_loss: 0.2100, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1185, d_vqkd: 127312.1250, d_vqgan: 144592.1562
[2025-05-29 22:07:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 22:07:01] (step=0021100) Train Loss: 0.4009, Train Steps/Sec: 1.14
[2025-05-29 22:08:29] (Generator) rec_loss: 0.0234, perceptual_loss: 0.1982, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1425, d_vqkd: 129284.6562, d_vqgan: 144745.0938
[2025-05-29 22:08:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3516
[2025-05-29 22:08:29] (step=0021200) Train Loss: 0.4063, Train Steps/Sec: 1.14
[2025-05-29 22:09:56] (Generator) rec_loss: 0.0274, perceptual_loss: 0.2109, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1300, d_vqkd: 128420.5781, d_vqgan: 145565.7031
[2025-05-29 22:09:57] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.3125
[2025-05-29 22:09:57] (step=0021300) Train Loss: 0.4032, Train Steps/Sec: 1.14
[2025-05-29 22:11:24] (Generator) rec_loss: 0.0363, perceptual_loss: 0.2275, vq_loss: 0.0259, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9204, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1268, d_vqkd: 129048.4609, d_vqgan: 146154.8281
[2025-05-29 22:11:25] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-29 22:11:25] (step=0021400) Train Loss: 0.4058, Train Steps/Sec: 1.14
[2025-05-29 22:12:52] (Generator) rec_loss: 0.0341, perceptual_loss: 0.2012, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1178, d_vqkd: 128580.6875, d_vqgan: 145940.9688
[2025-05-29 22:12:52] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3281
[2025-05-29 22:12:52] (step=0021500) Train Loss: 0.3998, Train Steps/Sec: 1.14
[2025-05-29 22:14:19] (Generator) rec_loss: 0.0279, perceptual_loss: 0.2031, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9156, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1261, d_vqkd: 128636.2344, d_vqgan: 144990.0156
[2025-05-29 22:14:20] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3516
[2025-05-29 22:14:20] (step=0021600) Train Loss: 0.4022, Train Steps/Sec: 1.14
[2025-05-29 22:15:47] (Generator) rec_loss: 0.0323, perceptual_loss: 0.2168, vq_loss: 0.0241, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1207, d_vqkd: 127130.2812, d_vqgan: 144315.7188
[2025-05-29 22:15:47] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3359
[2025-05-29 22:15:47] (step=0021700) Train Loss: 0.4112, Train Steps/Sec: 1.14
[2025-05-29 22:17:14] (Generator) rec_loss: 0.0240, perceptual_loss: 0.2012, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1195, d_vqkd: 128078.8438, d_vqgan: 144126.1250
[2025-05-29 22:17:15] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3750, logits_fake: 1.3750
[2025-05-29 22:17:15] (step=0021800) Train Loss: 0.4063, Train Steps/Sec: 1.14
[2025-05-29 22:18:42] (Generator) rec_loss: 0.0254, perceptual_loss: 0.2158, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9203, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1312, d_vqkd: 129138.6094, d_vqgan: 145522.8750
[2025-05-29 22:18:43] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 22:18:43] (step=0021900) Train Loss: 0.3991, Train Steps/Sec: 1.14
[2025-05-29 22:20:10] (Generator) rec_loss: 0.0339, perceptual_loss: 0.2217, vq_loss: 0.0260, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9163, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1188, d_vqkd: 128879.1562, d_vqgan: 145099.2188
[2025-05-29 22:20:11] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2891
[2025-05-29 22:20:11] (step=0022000) Train Loss: 0.4044, Train Steps/Sec: 1.14
[2025-05-29 22:21:38] (Generator) rec_loss: 0.0210, perceptual_loss: 0.1816, vq_loss: 0.0241, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1174, d_vqkd: 128612.2734, d_vqgan: 144449.5156
[2025-05-29 22:21:38] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 22:21:38] (step=0022100) Train Loss: 0.4016, Train Steps/Sec: 1.14
[2025-05-29 22:23:05] (Generator) rec_loss: 0.0415, perceptual_loss: 0.2432, vq_loss: 0.0259, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9180, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1321, d_vqkd: 129187.4219, d_vqgan: 145548.8125
[2025-05-29 22:23:06] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-29 22:23:06] (step=0022200) Train Loss: 0.4019, Train Steps/Sec: 1.14
[2025-05-29 22:24:33] (Generator) rec_loss: 0.0406, perceptual_loss: 0.2129, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1154, d_vqkd: 128517.4453, d_vqgan: 144063.0312
[2025-05-29 22:24:33] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-29 22:24:33] (step=0022300) Train Loss: 0.4042, Train Steps/Sec: 1.14
[2025-05-29 22:26:01] (Generator) rec_loss: 0.0366, perceptual_loss: 0.2109, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1328, d_vqkd: 128647.4922, d_vqgan: 145064.6250
[2025-05-29 22:26:01] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3281
[2025-05-29 22:26:01] (step=0022400) Train Loss: 0.4000, Train Steps/Sec: 1.14
[2025-05-29 22:27:28] (Generator) rec_loss: 0.0272, perceptual_loss: 0.2158, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9167, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1420, d_vqkd: 128816.2188, d_vqgan: 144439.4062
[2025-05-29 22:27:29] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2578, logits_fake: 1.2500
[2025-05-29 22:27:29] (step=0022500) Train Loss: 0.4077, Train Steps/Sec: 1.14
[2025-05-29 22:28:56] (Generator) rec_loss: 0.0331, perceptual_loss: 0.2256, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1225, d_vqkd: 128923.6094, d_vqgan: 145438.5938
[2025-05-29 22:28:57] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-29 22:28:57] (step=0022600) Train Loss: 0.4053, Train Steps/Sec: 1.14
[2025-05-29 22:30:24] (Generator) rec_loss: 0.0262, perceptual_loss: 0.2129, vq_loss: 0.0260, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1233, d_vqkd: 129225.6250, d_vqgan: 145391.3281
[2025-05-29 22:30:24] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 22:30:24] (step=0022700) Train Loss: 0.4045, Train Steps/Sec: 1.14
[2025-05-29 22:31:51] (Generator) rec_loss: 0.0279, perceptual_loss: 0.1973, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9201, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1335, d_vqkd: 128422.2891, d_vqgan: 145530.9375
[2025-05-29 22:31:52] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3281
[2025-05-29 22:31:52] (step=0022800) Train Loss: 0.4028, Train Steps/Sec: 1.14
[2025-05-29 22:33:19] (Generator) rec_loss: 0.0285, perceptual_loss: 0.2119, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1358, d_vqkd: 128881.1797, d_vqgan: 144394.1250
[2025-05-29 22:33:19] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 22:33:19] (step=0022900) Train Loss: 0.4031, Train Steps/Sec: 1.14
[2025-05-29 22:34:46] (Generator) rec_loss: 0.0454, perceptual_loss: 0.2285, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9162, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1155, d_vqkd: 128510.2109, d_vqgan: 145325.4844
[2025-05-29 22:34:47] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 22:34:47] (step=0023000) Train Loss: 0.3987, Train Steps/Sec: 1.14
[2025-05-29 22:36:14] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1924, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1200, d_vqkd: 128285.8750, d_vqgan: 145437.1719
[2025-05-29 22:36:15] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 22:36:15] (step=0023100) Train Loss: 0.4072, Train Steps/Sec: 1.14
[2025-05-29 22:37:41] (Generator) rec_loss: 0.0303, perceptual_loss: 0.2148, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1202, d_vqkd: 128713.9062, d_vqgan: 144884.6250
[2025-05-29 22:37:42] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 22:37:42] (step=0023200) Train Loss: 0.4059, Train Steps/Sec: 1.14
[2025-05-29 22:39:09] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1729, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1175, d_vqkd: 128258.4922, d_vqgan: 145497.9531
[2025-05-29 22:39:09] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3125
[2025-05-29 22:39:09] (step=0023300) Train Loss: 0.4088, Train Steps/Sec: 1.14
[2025-05-29 22:40:37] (Generator) rec_loss: 0.0427, perceptual_loss: 0.2441, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9185, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1332, d_vqkd: 128020.8125, d_vqgan: 145059.3438
[2025-05-29 22:40:37] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3438
[2025-05-29 22:40:37] (step=0023400) Train Loss: 0.4037, Train Steps/Sec: 1.14
[2025-05-29 22:42:04] (Generator) rec_loss: 0.0316, perceptual_loss: 0.2100, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9152, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1169, d_vqkd: 128214.3984, d_vqgan: 145666.4062
[2025-05-29 22:42:05] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3125
[2025-05-29 22:42:05] (step=0023500) Train Loss: 0.4028, Train Steps/Sec: 1.14
[2025-05-29 22:43:32] (Generator) rec_loss: 0.0251, perceptual_loss: 0.1797, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1268, d_vqkd: 128118.3047, d_vqgan: 145419.4531
[2025-05-29 22:43:32] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.2969
[2025-05-29 22:43:32] (step=0023600) Train Loss: 0.4047, Train Steps/Sec: 1.14
[2025-05-29 22:45:00] (Generator) rec_loss: 0.0321, perceptual_loss: 0.2031, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1326, d_vqkd: 128836.2812, d_vqgan: 144675.7969
[2025-05-29 22:45:00] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3672, logits_fake: 1.3750
[2025-05-29 22:45:00] (step=0023700) Train Loss: 0.4041, Train Steps/Sec: 1.14
[2025-05-29 22:46:27] (Generator) rec_loss: 0.0380, perceptual_loss: 0.2188, vq_loss: 0.0259, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1196, d_vqkd: 129271.2344, d_vqgan: 145690.0156
[2025-05-29 22:46:28] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 22:46:28] (step=0023800) Train Loss: 0.4041, Train Steps/Sec: 1.14
[2025-05-29 22:47:55] (Generator) rec_loss: 0.0353, perceptual_loss: 0.2246, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9162, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1250, d_vqkd: 128057.3359, d_vqgan: 145195.2812
[2025-05-29 22:47:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3516, logits_fake: 1.3516
[2025-05-29 22:47:55] (step=0023900) Train Loss: 0.4030, Train Steps/Sec: 1.14
[2025-05-29 22:49:22] (Generator) rec_loss: 0.0386, perceptual_loss: 0.2500, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1360, d_vqkd: 128663.0312, d_vqgan: 144544.3281
[2025-05-29 22:49:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3516
[2025-05-29 22:49:23] (step=0024000) Train Loss: 0.4032, Train Steps/Sec: 1.14
[2025-05-29 22:50:50] (Generator) rec_loss: 0.0267, perceptual_loss: 0.1982, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1235, d_vqkd: 128578.3281, d_vqgan: 144973.5000
[2025-05-29 22:50:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3438
[2025-05-29 22:50:51] (step=0024100) Train Loss: 0.4073, Train Steps/Sec: 1.14
[2025-05-29 22:52:18] (Generator) rec_loss: 0.0206, perceptual_loss: 0.2119, vq_loss: 0.0243, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1300, d_vqkd: 128579.7812, d_vqgan: 144346.5625
[2025-05-29 22:52:18] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3516
[2025-05-29 22:52:18] (step=0024200) Train Loss: 0.4022, Train Steps/Sec: 1.14
[2025-05-29 22:53:46] (Generator) rec_loss: 0.0305, perceptual_loss: 0.2217, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1418, d_vqkd: 128398.6719, d_vqgan: 145159.8594
[2025-05-29 22:53:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.2891
[2025-05-29 22:53:46] (step=0024300) Train Loss: 0.4017, Train Steps/Sec: 1.14
[2025-05-29 22:55:13] (Generator) rec_loss: 0.0377, perceptual_loss: 0.2227, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1286, d_vqkd: 128255.0156, d_vqgan: 145580.0156
[2025-05-29 22:55:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3516
[2025-05-29 22:55:14] (step=0024400) Train Loss: 0.4008, Train Steps/Sec: 1.14
[2025-05-29 22:56:41] (Generator) rec_loss: 0.0339, perceptual_loss: 0.2285, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9201, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1278, d_vqkd: 128050.0156, d_vqgan: 145289.0469
[2025-05-29 22:56:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2734, logits_fake: 1.2891
[2025-05-29 22:56:41] (step=0024500) Train Loss: 0.4008, Train Steps/Sec: 1.14
[2025-05-29 22:58:09] (Generator) rec_loss: 0.0454, perceptual_loss: 0.2344, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1268, d_vqkd: 128876.7500, d_vqgan: 145370.4688
[2025-05-29 22:58:09] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-29 22:58:09] (step=0024600) Train Loss: 0.4057, Train Steps/Sec: 1.14
[2025-05-29 22:59:36] (Generator) rec_loss: 0.0391, perceptual_loss: 0.2227, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9196, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1322, d_vqkd: 128419.2812, d_vqgan: 145428.4375
[2025-05-29 22:59:37] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3672
[2025-05-29 22:59:37] (step=0024700) Train Loss: 0.4032, Train Steps/Sec: 1.14
[2025-05-29 23:01:04] (Generator) rec_loss: 0.0328, perceptual_loss: 0.2070, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1342, d_vqkd: 129068.8828, d_vqgan: 145543.0000
[2025-05-29 23:01:04] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 23:01:04] (step=0024800) Train Loss: 0.4064, Train Steps/Sec: 1.14
[2025-05-29 23:02:32] (Generator) rec_loss: 0.0235, perceptual_loss: 0.1973, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1278, d_vqkd: 128895.4688, d_vqgan: 144747.0000
[2025-05-29 23:02:32] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2422, logits_fake: 1.2500
[2025-05-29 23:02:32] (step=0024900) Train Loss: 0.4033, Train Steps/Sec: 1.14
[2025-05-29 23:03:59] (Generator) rec_loss: 0.0397, perceptual_loss: 0.1943, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1105, d_vqkd: 128241.3359, d_vqgan: 144694.0781
[2025-05-29 23:04:00] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 23:04:00] (step=0025000) Train Loss: 0.4032, Train Steps/Sec: 1.14
[2025-05-29 23:04:04] Saved checkpoint to ck_tokenflow_clipb_finetune_decoder/002-TokenFlow/checkpoints/0025000.pt
[2025-05-29 23:05:31] (Generator) rec_loss: 0.0244, perceptual_loss: 0.1562, vq_loss: 0.0241, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9203, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1194, d_vqkd: 128508.3281, d_vqgan: 145438.0469
[2025-05-29 23:05:32] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-29 23:05:32] (step=0025100) Train Loss: 0.4114, Train Steps/Sec: 1.09
[2025-05-29 23:06:59] (Generator) rec_loss: 0.0358, perceptual_loss: 0.2324, vq_loss: 0.0260, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1280, d_vqkd: 128840.3828, d_vqgan: 145463.1875
[2025-05-29 23:06:59] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 23:06:59] (step=0025200) Train Loss: 0.4130, Train Steps/Sec: 1.14
[2025-05-29 23:08:26] (Generator) rec_loss: 0.0392, perceptual_loss: 0.2227, vq_loss: 0.0259, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1229, d_vqkd: 128694.6719, d_vqgan: 145878.8281
[2025-05-29 23:08:27] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2891
[2025-05-29 23:08:27] (step=0025300) Train Loss: 0.4050, Train Steps/Sec: 1.14
[2025-05-29 23:09:54] (Generator) rec_loss: 0.0319, perceptual_loss: 0.2090, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1218, d_vqkd: 128192.4062, d_vqgan: 145915.2969
[2025-05-29 23:09:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3438
[2025-05-29 23:09:55] (step=0025400) Train Loss: 0.4031, Train Steps/Sec: 1.14
[2025-05-29 23:11:22] (Generator) rec_loss: 0.0232, perceptual_loss: 0.1963, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1268, d_vqkd: 128285.0938, d_vqgan: 145136.7812
[2025-05-29 23:11:22] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 23:11:22] (step=0025500) Train Loss: 0.4019, Train Steps/Sec: 1.14
[2025-05-29 23:12:49] (Generator) rec_loss: 0.0346, perceptual_loss: 0.2275, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1341, d_vqkd: 128932.6172, d_vqgan: 145060.3594
[2025-05-29 23:12:50] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2812, logits_fake: 1.2969
[2025-05-29 23:12:50] (step=0025600) Train Loss: 0.4063, Train Steps/Sec: 1.14
[2025-05-29 23:14:17] (Generator) rec_loss: 0.0287, perceptual_loss: 0.1885, vq_loss: 0.0241, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9164, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1074, d_vqkd: 128479.8359, d_vqgan: 144780.1562
[2025-05-29 23:14:18] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 23:14:18] (step=0025700) Train Loss: 0.4055, Train Steps/Sec: 1.14
[2025-05-29 23:15:45] (Generator) rec_loss: 0.0364, perceptual_loss: 0.2266, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1367, d_vqkd: 128300.5703, d_vqgan: 145023.2500
[2025-05-29 23:15:45] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3281
[2025-05-29 23:15:45] (step=0025800) Train Loss: 0.4055, Train Steps/Sec: 1.14
[2025-05-29 23:17:12] (Generator) rec_loss: 0.0175, perceptual_loss: 0.1807, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9194, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1276, d_vqkd: 128263.8438, d_vqgan: 144923.0000
[2025-05-29 23:17:13] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 23:17:13] (step=0025900) Train Loss: 0.4034, Train Steps/Sec: 1.14
[2025-05-29 23:18:40] (Generator) rec_loss: 0.0346, perceptual_loss: 0.2148, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1270, d_vqkd: 129066.0938, d_vqgan: 145119.9688
[2025-05-29 23:18:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-29 23:18:41] (step=0026000) Train Loss: 0.4057, Train Steps/Sec: 1.14
[2025-05-29 23:20:08] (Generator) rec_loss: 0.0432, perceptual_loss: 0.2422, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9197, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1446, d_vqkd: 128003.6016, d_vqgan: 144594.8594
[2025-05-29 23:20:08] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3438
[2025-05-29 23:20:08] (step=0026100) Train Loss: 0.4088, Train Steps/Sec: 1.14
[2025-05-29 23:21:36] (Generator) rec_loss: 0.0230, perceptual_loss: 0.2061, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9178, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1264, d_vqkd: 128979.3594, d_vqgan: 144875.8750
[2025-05-29 23:21:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3125
[2025-05-29 23:21:36] (step=0026200) Train Loss: 0.4031, Train Steps/Sec: 1.14
[2025-05-29 23:23:03] (Generator) rec_loss: 0.0217, perceptual_loss: 0.2178, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9161, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1319, d_vqkd: 128320.7266, d_vqgan: 144670.8906
[2025-05-29 23:23:04] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 23:23:04] (step=0026300) Train Loss: 0.4017, Train Steps/Sec: 1.14
[2025-05-29 23:24:31] (Generator) rec_loss: 0.0365, perceptual_loss: 0.2178, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9163, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1294, d_vqkd: 128695.3047, d_vqgan: 144858.5469
[2025-05-29 23:24:32] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2812, logits_fake: 1.2812
[2025-05-29 23:24:32] (step=0026400) Train Loss: 0.4071, Train Steps/Sec: 1.14
[2025-05-29 23:25:59] (Generator) rec_loss: 0.0376, perceptual_loss: 0.2148, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9214, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1325, d_vqkd: 129025.8047, d_vqgan: 145843.6406
[2025-05-29 23:25:59] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 23:25:59] (step=0026500) Train Loss: 0.3982, Train Steps/Sec: 1.14
[2025-05-29 23:27:26] (Generator) rec_loss: 0.0478, perceptual_loss: 0.2930, vq_loss: 0.0240, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1628, d_vqkd: 127453.6484, d_vqgan: 145467.8594
[2025-05-29 23:27:27] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3203
[2025-05-29 23:27:27] (step=0026600) Train Loss: 0.4089, Train Steps/Sec: 1.14
[2025-05-29 23:28:54] (Generator) rec_loss: 0.0367, perceptual_loss: 0.2354, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1245, d_vqkd: 128793.8672, d_vqgan: 145494.8281
[2025-05-29 23:28:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 23:28:55] (step=0026700) Train Loss: 0.4015, Train Steps/Sec: 1.14
[2025-05-29 23:30:22] (Generator) rec_loss: 0.0383, perceptual_loss: 0.2041, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1357, d_vqkd: 128434.3750, d_vqgan: 144787.0000
[2025-05-29 23:30:22] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 23:30:22] (step=0026800) Train Loss: 0.4049, Train Steps/Sec: 1.14
[2025-05-29 23:31:49] (Generator) rec_loss: 0.0306, perceptual_loss: 0.2148, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1174, d_vqkd: 128679.8594, d_vqgan: 144961.0156
[2025-05-29 23:31:50] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 23:31:50] (step=0026900) Train Loss: 0.4070, Train Steps/Sec: 1.14
[2025-05-29 23:33:17] (Generator) rec_loss: 0.0261, perceptual_loss: 0.2197, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9201, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1392, d_vqkd: 128638.3203, d_vqgan: 144864.4844
[2025-05-29 23:33:18] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3125
[2025-05-29 23:33:18] (step=0027000) Train Loss: 0.4069, Train Steps/Sec: 1.14
[2025-05-29 23:34:45] (Generator) rec_loss: 0.0367, perceptual_loss: 0.2441, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9170, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1188, d_vqkd: 127585.0391, d_vqgan: 144980.5000
[2025-05-29 23:34:45] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3125
[2025-05-29 23:34:45] (step=0027100) Train Loss: 0.4031, Train Steps/Sec: 1.14
[2025-05-29 23:36:13] (Generator) rec_loss: 0.0276, perceptual_loss: 0.2090, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9167, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1387, d_vqkd: 128421.3203, d_vqgan: 144776.3125
[2025-05-29 23:36:13] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 23:36:13] (step=0027200) Train Loss: 0.4028, Train Steps/Sec: 1.14
[2025-05-29 23:37:40] (Generator) rec_loss: 0.0300, perceptual_loss: 0.1816, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9166, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1367, d_vqkd: 128707.7031, d_vqgan: 145487.5938
[2025-05-29 23:37:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.2969
[2025-05-29 23:37:41] (step=0027300) Train Loss: 0.4022, Train Steps/Sec: 1.14
[2025-05-29 23:39:08] (Generator) rec_loss: 0.0205, perceptual_loss: 0.1855, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9194, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1179, d_vqkd: 128251.0156, d_vqgan: 143892.4375
[2025-05-29 23:39:09] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 23:39:09] (step=0027400) Train Loss: 0.3975, Train Steps/Sec: 1.14
[2025-05-29 23:40:36] (Generator) rec_loss: 0.0488, perceptual_loss: 0.2422, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1409, d_vqkd: 128688.1953, d_vqgan: 144961.9375
[2025-05-29 23:40:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 23:40:36] (step=0027500) Train Loss: 0.4056, Train Steps/Sec: 1.14
[2025-05-29 23:42:04] (Generator) rec_loss: 0.0499, perceptual_loss: 0.2305, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9172, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1304, d_vqkd: 128662.1094, d_vqgan: 144958.1094
[2025-05-29 23:42:04] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3125
[2025-05-29 23:42:04] (step=0027600) Train Loss: 0.4004, Train Steps/Sec: 1.14
[2025-05-29 23:43:31] (Generator) rec_loss: 0.0328, perceptual_loss: 0.2207, vq_loss: 0.0242, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1183, d_vqkd: 128567.1406, d_vqgan: 144791.7656
[2025-05-29 23:43:32] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2969
[2025-05-29 23:43:32] (step=0027700) Train Loss: 0.3999, Train Steps/Sec: 1.14
[2025-05-29 23:44:59] (Generator) rec_loss: 0.0342, perceptual_loss: 0.2275, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1291, d_vqkd: 128536.7812, d_vqgan: 144788.0312
[2025-05-29 23:44:59] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2734, logits_fake: 1.2734
[2025-05-29 23:44:59] (step=0027800) Train Loss: 0.3986, Train Steps/Sec: 1.14
[2025-05-29 23:46:26] (Generator) rec_loss: 0.0334, perceptual_loss: 0.2236, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1384, d_vqkd: 128542.3281, d_vqgan: 145783.1250
[2025-05-29 23:46:27] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 23:46:27] (step=0027900) Train Loss: 0.4026, Train Steps/Sec: 1.14
[2025-05-29 23:47:54] (Generator) rec_loss: 0.0206, perceptual_loss: 0.2051, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1234, d_vqkd: 128684.1875, d_vqgan: 144366.7969
[2025-05-29 23:47:55] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 23:47:55] (step=0028000) Train Loss: 0.4045, Train Steps/Sec: 1.14
[2025-05-29 23:49:22] (Generator) rec_loss: 0.0349, perceptual_loss: 0.2188, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1302, d_vqkd: 127972.7578, d_vqgan: 145566.3594
[2025-05-29 23:49:22] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-29 23:49:22] (step=0028100) Train Loss: 0.4028, Train Steps/Sec: 1.14
[2025-05-29 23:50:50] (Generator) rec_loss: 0.0320, perceptual_loss: 0.2070, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1216, d_vqkd: 128723.8672, d_vqgan: 145670.7969
[2025-05-29 23:50:50] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3438
[2025-05-29 23:50:50] (step=0028200) Train Loss: 0.4039, Train Steps/Sec: 1.14
[2025-05-29 23:52:17] (Generator) rec_loss: 0.0148, perceptual_loss: 0.1924, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9172, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1231, d_vqkd: 128434.1875, d_vqgan: 144501.7969
[2025-05-29 23:52:18] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3359, logits_fake: 1.3438
[2025-05-29 23:52:18] (step=0028300) Train Loss: 0.4012, Train Steps/Sec: 1.14
[2025-05-29 23:53:45] (Generator) rec_loss: 0.0327, perceptual_loss: 0.2051, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9170, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1206, d_vqkd: 129107.5469, d_vqgan: 145198.3125
[2025-05-29 23:53:45] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2891, logits_fake: 1.2812
[2025-05-29 23:53:45] (step=0028400) Train Loss: 0.4052, Train Steps/Sec: 1.14
[2025-05-29 23:55:13] (Generator) rec_loss: 0.0302, perceptual_loss: 0.1904, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9166, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1244, d_vqkd: 129086.0312, d_vqgan: 145636.1719
[2025-05-29 23:55:13] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3438
[2025-05-29 23:55:13] (step=0028500) Train Loss: 0.4051, Train Steps/Sec: 1.14
[2025-05-29 23:56:40] (Generator) rec_loss: 0.0192, perceptual_loss: 0.1816, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9159, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1283, d_vqkd: 128595.6250, d_vqgan: 144398.0156
[2025-05-29 23:56:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3516, logits_fake: 1.3438
[2025-05-29 23:56:41] (step=0028600) Train Loss: 0.4053, Train Steps/Sec: 1.14
[2025-05-29 23:58:08] (Generator) rec_loss: 0.0414, perceptual_loss: 0.2275, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1336, d_vqkd: 128629.0312, d_vqgan: 145127.2812
[2025-05-29 23:58:09] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3281, logits_fake: 1.3359
[2025-05-29 23:58:09] (step=0028700) Train Loss: 0.4021, Train Steps/Sec: 1.14
[2025-05-29 23:59:36] (Generator) rec_loss: 0.0278, perceptual_loss: 0.2168, vq_loss: 0.0257, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1425, d_vqkd: 128687.1953, d_vqgan: 145051.8750
[2025-05-29 23:59:36] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-29 23:59:36] (step=0028800) Train Loss: 0.4090, Train Steps/Sec: 1.14
[2025-05-30 00:01:04] (Generator) rec_loss: 0.0311, perceptual_loss: 0.2031, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9193, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1289, d_vqkd: 128647.4297, d_vqgan: 145295.7344
[2025-05-30 00:01:04] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.2891
[2025-05-30 00:01:04] (step=0028900) Train Loss: 0.4021, Train Steps/Sec: 1.14
[2025-05-30 00:02:31] (Generator) rec_loss: 0.0430, perceptual_loss: 0.2383, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9193, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1235, d_vqkd: 128508.0703, d_vqgan: 145168.7500
[2025-05-30 00:02:32] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3203
[2025-05-30 00:02:32] (step=0029000) Train Loss: 0.4082, Train Steps/Sec: 1.14
[2025-05-30 00:03:59] (Generator) rec_loss: 0.0324, perceptual_loss: 0.2188, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1262, d_vqkd: 128350.1484, d_vqgan: 144866.5000
[2025-05-30 00:04:00] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3047
[2025-05-30 00:04:00] (step=0029100) Train Loss: 0.4062, Train Steps/Sec: 1.14
[2025-05-30 00:05:17] Beginning epoch 2...
[2025-05-30 00:05:27] (Generator) rec_loss: 0.0333, perceptual_loss: 0.2236, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1249, d_vqkd: 128427.7812, d_vqgan: 145131.7188
[2025-05-30 00:05:28] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3203
[2025-05-30 00:05:28] (step=0029200) Train Loss: 0.3983, Train Steps/Sec: 1.13
[2025-05-30 00:06:55] (Generator) rec_loss: 0.0292, perceptual_loss: 0.2139, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1260, d_vqkd: 128288.0703, d_vqgan: 145522.2969
[2025-05-30 00:06:56] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3438
[2025-05-30 00:06:56] (step=0029300) Train Loss: 0.4033, Train Steps/Sec: 1.14
[2025-05-30 00:08:23] (Generator) rec_loss: 0.0270, perceptual_loss: 0.2109, vq_loss: 0.0242, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1239, d_vqkd: 127087.0625, d_vqgan: 144787.0469
[2025-05-30 00:08:23] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.2969, logits_fake: 1.2969
[2025-05-30 00:08:23] (step=0029400) Train Loss: 0.4056, Train Steps/Sec: 1.14
[2025-05-30 00:09:50] (Generator) rec_loss: 0.0451, perceptual_loss: 0.2500, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1443, d_vqkd: 128793.9453, d_vqgan: 145254.3750
[2025-05-30 00:09:51] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3203, logits_fake: 1.3281
[2025-05-30 00:09:51] (step=0029500) Train Loss: 0.4032, Train Steps/Sec: 1.14
[2025-05-30 00:11:18] (Generator) rec_loss: 0.0263, perceptual_loss: 0.1787, vq_loss: 0.0231, commit_loss: 0.0058, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1253, d_vqkd: 127051.4609, d_vqgan: 144642.0938
[2025-05-30 00:11:19] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3516, logits_fake: 1.3594
[2025-05-30 00:11:19] (step=0029600) Train Loss: 0.3984, Train Steps/Sec: 1.14
[2025-05-30 00:12:46] (Generator) rec_loss: 0.0343, perceptual_loss: 0.2021, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9195, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1244, d_vqkd: 128470.7422, d_vqgan: 144525.8594
[2025-05-30 00:12:46] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3047, logits_fake: 1.3125
[2025-05-30 00:12:46] (step=0029700) Train Loss: 0.4016, Train Steps/Sec: 1.14
[2025-05-30 00:14:14] (Generator) rec_loss: 0.0261, perceptual_loss: 0.2031, vq_loss: 0.0246, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1280, d_vqkd: 128704.8594, d_vqgan: 144997.3281
[2025-05-30 00:14:14] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3438, logits_fake: 1.3438
[2025-05-30 00:14:14] (step=0029800) Train Loss: 0.4007, Train Steps/Sec: 1.14
[2025-05-30 00:15:41] (Generator) rec_loss: 0.0448, perceptual_loss: 0.2139, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9195, generator_adv_loss: -0.0000, disc_adaptive_weight: 1.0000, disc_weight: 0.0000, vqkd_loss: 0.1234, d_vqkd: 128059.8594, d_vqgan: 145065.3438
[2025-05-30 00:15:41] (Discriminator) discriminator_adv_loss: 0.0000, disc_weight: 0.0000, logits_real: 1.3125, logits_fake: 1.3281
[2025-05-30 00:15:41] (step=0029900) Train Loss: 0.4012, Train Steps/Sec: 1.14
[2025-05-30 00:17:08] (Generator) rec_loss: 0.0315, perceptual_loss: 0.2080, vq_loss: 0.0257, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.6719, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1249, d_vqkd: 128579.5234, d_vqgan: 146155.4531
[2025-05-30 00:17:09] (Discriminator) discriminator_adv_loss: 0.6562, disc_weight: 0.5000, logits_real: 1.3359, logits_fake: 1.3438
[2025-05-30 00:17:09] (step=0030000) Train Loss: 0.4002, Train Steps/Sec: 1.14
[2025-05-30 00:17:13] Saved checkpoint to ck_tokenflow_clipb_finetune_decoder/002-TokenFlow/checkpoints/0030000.pt
[2025-05-30 00:18:40] (Generator) rec_loss: 0.0323, perceptual_loss: 0.2090, vq_loss: 0.0257, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: -0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1284, d_vqkd: 128660.2109, d_vqgan: 145564.2031
[2025-05-30 00:18:41] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1680, logits_fake: 0.1445
[2025-05-30 00:18:41] (step=0030100) Train Loss: 0.9287, Train Steps/Sec: 1.09
[2025-05-30 00:20:08] (Generator) rec_loss: 0.0482, perceptual_loss: 0.2188, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9195, generator_adv_loss: -0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1241, d_vqkd: 128810.6641, d_vqgan: 145827.0000
[2025-05-30 00:20:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0295, logits_fake: 0.0317
[2025-05-30 00:20:09] (step=0030200) Train Loss: 0.9426, Train Steps/Sec: 1.14
[2025-05-30 00:21:36] (Generator) rec_loss: 0.0396, perceptual_loss: 0.2158, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9190, generator_adv_loss: 0.0165, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1308, d_vqkd: 128399.2891, d_vqgan: 145177.2969
[2025-05-30 00:21:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0354, logits_fake: -0.0330
[2025-05-30 00:21:36] (step=0030300) Train Loss: 0.9403, Train Steps/Sec: 1.14
[2025-05-30 00:23:03] (Generator) rec_loss: 0.0388, perceptual_loss: 0.2227, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9206, generator_adv_loss: 0.1318, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1405, d_vqkd: 128776.7188, d_vqgan: 145375.1875
[2025-05-30 00:23:04] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2520, logits_fake: -0.2637
[2025-05-30 00:23:04] (step=0030400) Train Loss: 0.9462, Train Steps/Sec: 1.14
[2025-05-30 00:24:31] (Generator) rec_loss: 0.0390, perceptual_loss: 0.2012, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: 0.0942, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1313, d_vqkd: 128640.7812, d_vqgan: 145278.2500
[2025-05-30 00:24:31] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1768, logits_fake: -0.1885
[2025-05-30 00:24:31] (step=0030500) Train Loss: 0.9238, Train Steps/Sec: 1.14
[2025-05-30 00:25:59] (Generator) rec_loss: 0.0413, perceptual_loss: 0.2041, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: -0.0112, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1174, d_vqkd: 128290.7031, d_vqgan: 144779.4219
[2025-05-30 00:25:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0280, logits_fake: 0.0225
[2025-05-30 00:25:59] (step=0030600) Train Loss: 0.9840, Train Steps/Sec: 1.14
[2025-05-30 00:27:26] (Generator) rec_loss: 0.0273, perceptual_loss: 0.2051, vq_loss: 0.0240, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9170, generator_adv_loss: 0.0123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1303, d_vqkd: 126999.2891, d_vqgan: 144705.1250
[2025-05-30 00:27:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0237, logits_fake: -0.0247
[2025-05-30 00:27:27] (step=0030700) Train Loss: 0.9244, Train Steps/Sec: 1.14
[2025-05-30 00:28:54] (Generator) rec_loss: 0.0565, perceptual_loss: 0.2373, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: -0.1245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1261, d_vqkd: 128355.4375, d_vqgan: 145379.5469
[2025-05-30 00:28:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2598, logits_fake: 0.2490
[2025-05-30 00:28:55] (step=0030800) Train Loss: 0.9613, Train Steps/Sec: 1.14
[2025-05-30 00:30:22] (Generator) rec_loss: 0.0340, perceptual_loss: 0.1982, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: -0.0742, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1344, d_vqkd: 128219.9766, d_vqgan: 145411.9688
[2025-05-30 00:30:22] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1787, logits_fake: 0.1484
[2025-05-30 00:30:22] (step=0030900) Train Loss: 0.9471, Train Steps/Sec: 1.14
[2025-05-30 00:31:49] (Generator) rec_loss: 0.0410, perceptual_loss: 0.1943, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9197, generator_adv_loss: -0.1001, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1212, d_vqkd: 128211.8594, d_vqgan: 144874.1562
[2025-05-30 00:31:50] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1855, logits_fake: 0.2002
[2025-05-30 00:31:50] (step=0031000) Train Loss: 0.9465, Train Steps/Sec: 1.14
[2025-05-30 00:33:17] (Generator) rec_loss: 0.0292, perceptual_loss: 0.2090, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: -0.1465, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1363, d_vqkd: 128513.0469, d_vqgan: 144706.2812
[2025-05-30 00:33:17] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.3223, logits_fake: 0.2930
[2025-05-30 00:33:17] (step=0031100) Train Loss: 0.9412, Train Steps/Sec: 1.14
[2025-05-30 00:34:45] (Generator) rec_loss: 0.0392, perceptual_loss: 0.2422, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: -0.0356, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1188, d_vqkd: 128678.2344, d_vqgan: 144885.3281
[2025-05-30 00:34:45] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.0152, logits_fake: 0.0713
[2025-05-30 00:34:45] (step=0031200) Train Loss: 0.9248, Train Steps/Sec: 1.14
[2025-05-30 00:36:12] (Generator) rec_loss: 0.0464, perceptual_loss: 0.2383, vq_loss: 0.0243, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9178, generator_adv_loss: -0.1758, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1308, d_vqkd: 128578.9844, d_vqgan: 145191.7031
[2025-05-30 00:36:13] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.3691, logits_fake: 0.3516
[2025-05-30 00:36:13] (step=0031300) Train Loss: 0.9116, Train Steps/Sec: 1.14
[2025-05-30 00:37:40] (Generator) rec_loss: 0.0339, perceptual_loss: 0.2148, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9185, generator_adv_loss: 0.0378, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1210, d_vqkd: 128613.1953, d_vqgan: 145290.7188
[2025-05-30 00:37:40] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0918, logits_fake: -0.0757
[2025-05-30 00:37:40] (step=0031400) Train Loss: 0.9063, Train Steps/Sec: 1.14
[2025-05-30 00:39:07] (Generator) rec_loss: 0.0538, perceptual_loss: 0.2178, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9200, generator_adv_loss: 0.1660, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1190, d_vqkd: 128727.0078, d_vqgan: 145451.5938
[2025-05-30 00:39:08] (Discriminator) discriminator_adv_loss: 0.4844, disc_weight: 0.5000, logits_real: -0.2598, logits_fake: -0.3320
[2025-05-30 00:39:08] (step=0031500) Train Loss: 0.9507, Train Steps/Sec: 1.14
[2025-05-30 00:40:35] (Generator) rec_loss: 0.0450, perceptual_loss: 0.2139, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: 0.0854, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1184, d_vqkd: 129014.1641, d_vqgan: 145932.7969
[2025-05-30 00:40:36] (Discriminator) discriminator_adv_loss: 0.4707, disc_weight: 0.5000, logits_real: -0.0444, logits_fake: -0.1709
[2025-05-30 00:40:36] (step=0031600) Train Loss: 0.9607, Train Steps/Sec: 1.14
[2025-05-30 00:42:03] (Generator) rec_loss: 0.0402, perceptual_loss: 0.2295, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: -0.0181, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1368, d_vqkd: 128857.5625, d_vqgan: 145312.1875
[2025-05-30 00:42:03] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0530, logits_fake: 0.0361
[2025-05-30 00:42:03] (step=0031700) Train Loss: 0.9545, Train Steps/Sec: 1.14
[2025-05-30 00:43:31] (Generator) rec_loss: 0.0348, perceptual_loss: 0.2402, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9194, generator_adv_loss: -0.0530, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1368, d_vqkd: 128359.9531, d_vqgan: 145243.3906
[2025-05-30 00:43:31] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.0447, logits_fake: 0.1060
[2025-05-30 00:43:31] (step=0031800) Train Loss: 0.9476, Train Steps/Sec: 1.14
[2025-05-30 00:44:58] (Generator) rec_loss: 0.0383, perceptual_loss: 0.2344, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9204, generator_adv_loss: -0.0117, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1290, d_vqkd: 128990.1875, d_vqgan: 145025.8438
[2025-05-30 00:44:59] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0074, logits_fake: 0.0234
[2025-05-30 00:44:59] (step=0031900) Train Loss: 0.9391, Train Steps/Sec: 1.14
[2025-05-30 00:46:26] (Generator) rec_loss: 0.0371, perceptual_loss: 0.2100, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9217, generator_adv_loss: 0.1377, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1272, d_vqkd: 127957.4922, d_vqgan: 144189.0000
[2025-05-30 00:46:26] (Discriminator) discriminator_adv_loss: 0.4766, disc_weight: 0.5000, logits_real: -0.1709, logits_fake: -0.2754
[2025-05-30 00:46:26] (step=0032000) Train Loss: 0.9183, Train Steps/Sec: 1.14
[2025-05-30 00:47:54] (Generator) rec_loss: 0.0412, perceptual_loss: 0.2344, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: 0.1064, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1287, d_vqkd: 129327.9297, d_vqgan: 145510.9375
[2025-05-30 00:47:54] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.2617, logits_fake: -0.2129
[2025-05-30 00:47:54] (step=0032100) Train Loss: 0.9640, Train Steps/Sec: 1.14
[2025-05-30 00:49:21] (Generator) rec_loss: 0.0489, perceptual_loss: 0.2500, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9197, generator_adv_loss: 0.1846, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1255, d_vqkd: 128378.9922, d_vqgan: 143887.9375
[2025-05-30 00:49:22] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.4023, logits_fake: -0.3691
[2025-05-30 00:49:22] (step=0032200) Train Loss: 0.9139, Train Steps/Sec: 1.14
[2025-05-30 00:50:49] (Generator) rec_loss: 0.0441, perceptual_loss: 0.2217, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: 0.1562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1325, d_vqkd: 128490.5469, d_vqgan: 145162.9844
[2025-05-30 00:50:50] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.3047, logits_fake: -0.3125
[2025-05-30 00:50:50] (step=0032300) Train Loss: 0.9217, Train Steps/Sec: 1.14
[2025-05-30 00:52:17] (Generator) rec_loss: 0.0487, perceptual_loss: 0.2285, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9172, generator_adv_loss: -0.0291, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1305, d_vqkd: 128835.2266, d_vqgan: 144799.5938
[2025-05-30 00:52:17] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0283, logits_fake: 0.0581
[2025-05-30 00:52:17] (step=0032400) Train Loss: 0.9297, Train Steps/Sec: 1.14
[2025-05-30 00:53:45] (Generator) rec_loss: 0.0383, perceptual_loss: 0.2344, vq_loss: 0.0242, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: 0.0938, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1391, d_vqkd: 127066.9062, d_vqgan: 144191.9844
[2025-05-30 00:53:45] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1602, logits_fake: -0.1875
[2025-05-30 00:53:45] (step=0032500) Train Loss: 0.9600, Train Steps/Sec: 1.14
[2025-05-30 00:55:12] (Generator) rec_loss: 0.0492, perceptual_loss: 0.2412, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: -0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1400, d_vqkd: 129121.0078, d_vqgan: 145381.0781
[2025-05-30 00:55:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1387, logits_fake: 0.1426
[2025-05-30 00:55:13] (step=0032600) Train Loss: 0.9427, Train Steps/Sec: 1.14
[2025-05-30 00:56:40] (Generator) rec_loss: 0.0466, perceptual_loss: 0.2275, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9155, generator_adv_loss: 0.1543, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1326, d_vqkd: 128595.7266, d_vqgan: 144931.8906
[2025-05-30 00:56:40] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.2656, logits_fake: -0.3086
[2025-05-30 00:56:40] (step=0032700) Train Loss: 0.9492, Train Steps/Sec: 1.14
[2025-05-30 00:58:07] (Generator) rec_loss: 0.0350, perceptual_loss: 0.2236, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9152, generator_adv_loss: -0.1396, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1211, d_vqkd: 128637.1250, d_vqgan: 144917.2656
[2025-05-30 00:58:08] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.2715, logits_fake: 0.2793
[2025-05-30 00:58:08] (step=0032800) Train Loss: 0.9589, Train Steps/Sec: 1.14
[2025-05-30 00:59:35] (Generator) rec_loss: 0.0476, perceptual_loss: 0.2197, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9180, generator_adv_loss: 0.0461, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1275, d_vqkd: 128158.1094, d_vqgan: 145250.0312
[2025-05-30 00:59:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1045, logits_fake: -0.0923
[2025-05-30 00:59:36] (step=0032900) Train Loss: 0.9497, Train Steps/Sec: 1.14
[2025-05-30 01:01:03] (Generator) rec_loss: 0.0478, perceptual_loss: 0.2285, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9151, generator_adv_loss: -0.0280, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1281, d_vqkd: 128501.7969, d_vqgan: 144790.2969
[2025-05-30 01:01:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0562, logits_fake: 0.0559
[2025-05-30 01:01:03] (step=0033000) Train Loss: 0.9745, Train Steps/Sec: 1.14
[2025-05-30 01:02:30] (Generator) rec_loss: 0.0334, perceptual_loss: 0.2100, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: 0.1406, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1250, d_vqkd: 128881.3125, d_vqgan: 145044.4219
[2025-05-30 01:02:31] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2754, logits_fake: -0.2812
[2025-05-30 01:02:31] (step=0033100) Train Loss: 0.9555, Train Steps/Sec: 1.14
[2025-05-30 01:03:58] (Generator) rec_loss: 0.0605, perceptual_loss: 0.2441, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9161, generator_adv_loss: -0.1230, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1342, d_vqkd: 128480.1016, d_vqgan: 145590.0000
[2025-05-30 01:03:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2520, logits_fake: 0.2461
[2025-05-30 01:03:58] (step=0033200) Train Loss: 0.9432, Train Steps/Sec: 1.14
[2025-05-30 01:05:25] (Generator) rec_loss: 0.0425, perceptual_loss: 0.2285, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: 0.0056, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1490, d_vqkd: 129633.6484, d_vqgan: 145248.8750
[2025-05-30 01:05:26] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0199, logits_fake: -0.0112
[2025-05-30 01:05:26] (step=0033300) Train Loss: 0.9623, Train Steps/Sec: 1.14
[2025-05-30 01:06:53] (Generator) rec_loss: 0.0331, perceptual_loss: 0.2119, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: -0.1338, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1262, d_vqkd: 129000.4922, d_vqgan: 145399.5781
[2025-05-30 01:06:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2617, logits_fake: 0.2676
[2025-05-30 01:06:54] (step=0033400) Train Loss: 0.9282, Train Steps/Sec: 1.14
[2025-05-30 01:08:21] (Generator) rec_loss: 0.0360, perceptual_loss: 0.2139, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0403, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1389, d_vqkd: 127914.0078, d_vqgan: 144214.4688
[2025-05-30 01:08:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0850, logits_fake: 0.0806
[2025-05-30 01:08:21] (step=0033500) Train Loss: 0.9290, Train Steps/Sec: 1.14
[2025-05-30 01:09:48] (Generator) rec_loss: 0.0410, perceptual_loss: 0.2158, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9203, generator_adv_loss: 0.1943, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1144, d_vqkd: 127992.3047, d_vqgan: 144130.0781
[2025-05-30 01:09:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3848, logits_fake: -0.3887
[2025-05-30 01:09:49] (step=0033600) Train Loss: 0.9240, Train Steps/Sec: 1.14
[2025-05-30 01:11:16] (Generator) rec_loss: 0.0501, perceptual_loss: 0.2393, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: 0.0830, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1391, d_vqkd: 128883.7188, d_vqgan: 146026.0469
[2025-05-30 01:11:17] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1455, logits_fake: -0.1660
[2025-05-30 01:11:17] (step=0033700) Train Loss: 0.9299, Train Steps/Sec: 1.14
[2025-05-30 01:12:44] (Generator) rec_loss: 0.0388, perceptual_loss: 0.2295, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9167, generator_adv_loss: 0.1377, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1374, d_vqkd: 128686.1094, d_vqgan: 144951.2500
[2025-05-30 01:12:44] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2988, logits_fake: -0.2754
[2025-05-30 01:12:44] (step=0033800) Train Loss: 0.9704, Train Steps/Sec: 1.14
[2025-05-30 01:14:11] (Generator) rec_loss: 0.0307, perceptual_loss: 0.2178, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9188, generator_adv_loss: -0.0374, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1292, d_vqkd: 129067.9297, d_vqgan: 145293.3281
[2025-05-30 01:14:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0786, logits_fake: 0.0747
[2025-05-30 01:14:12] (step=0033900) Train Loss: 0.9454, Train Steps/Sec: 1.14
[2025-05-30 01:15:39] (Generator) rec_loss: 0.0518, perceptual_loss: 0.2910, vq_loss: 0.0240, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: -0.1094, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1560, d_vqkd: 127013.8828, d_vqgan: 145094.1250
[2025-05-30 01:15:40] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2373, logits_fake: 0.2188
[2025-05-30 01:15:40] (step=0034000) Train Loss: 0.9690, Train Steps/Sec: 1.14
[2025-05-30 01:17:07] (Generator) rec_loss: 0.0551, perceptual_loss: 0.3047, vq_loss: 0.0236, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9159, generator_adv_loss: 0.1465, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1587, d_vqkd: 127815.0859, d_vqgan: 144886.9062
[2025-05-30 01:17:07] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2715, logits_fake: -0.2930
[2025-05-30 01:17:07] (step=0034100) Train Loss: 0.8775, Train Steps/Sec: 1.14
[2025-05-30 01:18:34] (Generator) rec_loss: 0.0404, perceptual_loss: 0.1943, vq_loss: 0.0243, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9204, generator_adv_loss: 0.0481, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1234, d_vqkd: 128320.6172, d_vqgan: 144324.4688
[2025-05-30 01:18:35] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0845, logits_fake: -0.0962
[2025-05-30 01:18:35] (step=0034200) Train Loss: 0.9318, Train Steps/Sec: 1.14
[2025-05-30 01:20:02] (Generator) rec_loss: 0.0299, perceptual_loss: 0.2100, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: -0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1264, d_vqkd: 128656.2891, d_vqgan: 144462.3438
[2025-05-30 01:20:03] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1289, logits_fake: 0.1348
[2025-05-30 01:20:03] (step=0034300) Train Loss: 0.9352, Train Steps/Sec: 1.14
[2025-05-30 01:21:30] (Generator) rec_loss: 0.0415, perceptual_loss: 0.2520, vq_loss: 0.0237, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9196, generator_adv_loss: -0.2402, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1565, d_vqkd: 127730.3750, d_vqgan: 145307.7344
[2025-05-30 01:21:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.4883, logits_fake: 0.4805
[2025-05-30 01:21:30] (step=0034400) Train Loss: 0.9171, Train Steps/Sec: 1.14
[2025-05-30 01:22:58] (Generator) rec_loss: 0.0348, perceptual_loss: 0.2207, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9198, generator_adv_loss: 0.1680, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1152, d_vqkd: 129568.1875, d_vqgan: 144472.2969
[2025-05-30 01:22:58] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.3281, logits_fake: -0.3359
[2025-05-30 01:22:58] (step=0034500) Train Loss: 0.8815, Train Steps/Sec: 1.14
[2025-05-30 01:24:25] (Generator) rec_loss: 0.0383, perceptual_loss: 0.2148, vq_loss: 0.0241, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: -0.1104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1214, d_vqkd: 128807.7031, d_vqgan: 145235.5625
[2025-05-30 01:24:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2207, logits_fake: 0.2207
[2025-05-30 01:24:26] (step=0034600) Train Loss: 0.9298, Train Steps/Sec: 1.14
[2025-05-30 01:25:53] (Generator) rec_loss: 0.0331, perceptual_loss: 0.2021, vq_loss: 0.0235, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9160, generator_adv_loss: -0.0610, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1257, d_vqkd: 127786.5156, d_vqgan: 144829.9844
[2025-05-30 01:25:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1172, logits_fake: 0.1221
[2025-05-30 01:25:53] (step=0034700) Train Loss: 0.9649, Train Steps/Sec: 1.14
[2025-05-30 01:27:21] (Generator) rec_loss: 0.0560, perceptual_loss: 0.2363, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: 0.0459, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1354, d_vqkd: 128640.1250, d_vqgan: 144478.4062
[2025-05-30 01:27:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0879, logits_fake: -0.0918
[2025-05-30 01:27:21] (step=0034800) Train Loss: 0.9449, Train Steps/Sec: 1.14
[2025-05-30 01:28:48] (Generator) rec_loss: 0.0357, perceptual_loss: 0.2324, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9192, generator_adv_loss: 0.1689, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1399, d_vqkd: 129185.8516, d_vqgan: 144752.0156
[2025-05-30 01:28:49] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.3164, logits_fake: -0.3379
[2025-05-30 01:28:49] (step=0034900) Train Loss: 0.9279, Train Steps/Sec: 1.14
[2025-05-30 01:30:16] (Generator) rec_loss: 0.0434, perceptual_loss: 0.2373, vq_loss: 0.0262, commit_loss: 0.0066, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.1523, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1366, d_vqkd: 129504.7812, d_vqgan: 145110.3438
[2025-05-30 01:30:17] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.3418, logits_fake: 0.3047
[2025-05-30 01:30:17] (step=0035000) Train Loss: 0.9415, Train Steps/Sec: 1.14
[2025-05-30 01:30:21] Saved checkpoint to ck_tokenflow_clipb_finetune_decoder/002-TokenFlow/checkpoints/0035000.pt
[2025-05-30 01:31:48] (Generator) rec_loss: 0.0323, perceptual_loss: 0.2285, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9164, generator_adv_loss: -0.0996, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1354, d_vqkd: 129432.8047, d_vqgan: 144060.3594
[2025-05-30 01:31:49] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2207, logits_fake: 0.1992
[2025-05-30 01:31:49] (step=0035100) Train Loss: 0.9360, Train Steps/Sec: 1.09
[2025-05-30 01:33:16] (Generator) rec_loss: 0.0616, perceptual_loss: 0.2295, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9188, generator_adv_loss: 0.1348, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1338, d_vqkd: 128371.8594, d_vqgan: 144601.0625
[2025-05-30 01:33:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2695, logits_fake: -0.2695
[2025-05-30 01:33:16] (step=0035200) Train Loss: 0.8855, Train Steps/Sec: 1.14
[2025-05-30 01:34:43] (Generator) rec_loss: 0.0548, perceptual_loss: 0.2246, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: -0.1377, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1237, d_vqkd: 129136.5078, d_vqgan: 145013.5156
[2025-05-30 01:34:44] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.2812, logits_fake: 0.2754
[2025-05-30 01:34:44] (step=0035300) Train Loss: 0.9255, Train Steps/Sec: 1.14
[2025-05-30 01:36:11] (Generator) rec_loss: 0.0243, perceptual_loss: 0.1738, vq_loss: 0.0240, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9160, generator_adv_loss: -0.2090, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1256, d_vqkd: 128484.0078, d_vqgan: 144530.0312
[2025-05-30 01:36:11] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.4297, logits_fake: 0.4180
[2025-05-30 01:36:11] (step=0035400) Train Loss: 0.9362, Train Steps/Sec: 1.14
[2025-05-30 01:37:39] (Generator) rec_loss: 0.0258, perceptual_loss: 0.1768, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: 0.2090, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1045, d_vqkd: 128434.5312, d_vqgan: 144983.9219
[2025-05-30 01:37:39] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.4316, logits_fake: -0.4180
[2025-05-30 01:37:39] (step=0035500) Train Loss: 0.9390, Train Steps/Sec: 1.14
[2025-05-30 01:39:06] (Generator) rec_loss: 0.0433, perceptual_loss: 0.2178, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9155, generator_adv_loss: 0.1650, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1219, d_vqkd: 128485.4062, d_vqgan: 145571.6406
[2025-05-30 01:39:07] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.3145, logits_fake: -0.3301
[2025-05-30 01:39:07] (step=0035600) Train Loss: 0.9398, Train Steps/Sec: 1.14
[2025-05-30 01:40:34] (Generator) rec_loss: 0.0308, perceptual_loss: 0.2119, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9196, generator_adv_loss: -0.0757, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1380, d_vqkd: 128144.4062, d_vqgan: 145338.5781
[2025-05-30 01:40:35] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1553, logits_fake: 0.1514
[2025-05-30 01:40:35] (step=0035700) Train Loss: 0.9132, Train Steps/Sec: 1.14
[2025-05-30 01:42:02] (Generator) rec_loss: 0.0453, perceptual_loss: 0.2266, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9172, generator_adv_loss: -0.2188, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1391, d_vqkd: 128094.4453, d_vqgan: 145140.9375
[2025-05-30 01:42:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.4590, logits_fake: 0.4375
[2025-05-30 01:42:02] (step=0035800) Train Loss: 0.9332, Train Steps/Sec: 1.14
[2025-05-30 01:43:30] (Generator) rec_loss: 0.0360, perceptual_loss: 0.2061, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: -0.1787, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1239, d_vqkd: 128360.2422, d_vqgan: 145561.1094
[2025-05-30 01:43:30] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.3828, logits_fake: 0.3574
[2025-05-30 01:43:30] (step=0035900) Train Loss: 0.8979, Train Steps/Sec: 1.14
[2025-05-30 01:44:57] (Generator) rec_loss: 0.0400, perceptual_loss: 0.2080, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: 0.1982, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1117, d_vqkd: 128737.7812, d_vqgan: 145022.5625
[2025-05-30 01:44:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3984, logits_fake: -0.3965
[2025-05-30 01:44:58] (step=0036000) Train Loss: 0.9084, Train Steps/Sec: 1.14
[2025-05-30 01:46:25] (Generator) rec_loss: 0.0271, perceptual_loss: 0.1855, vq_loss: 0.0243, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: 0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1199, d_vqkd: 127455.5156, d_vqgan: 144316.5000
[2025-05-30 01:46:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1533, logits_fake: -0.1562
[2025-05-30 01:46:25] (step=0036100) Train Loss: 0.9687, Train Steps/Sec: 1.14
[2025-05-30 01:47:53] (Generator) rec_loss: 0.0306, perceptual_loss: 0.2275, vq_loss: 0.0234, commit_loss: 0.0058, entropy_loss: 0.0000, codebook_usage: 0.9192, generator_adv_loss: -0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1239, d_vqkd: 127886.2578, d_vqgan: 144527.9531
[2025-05-30 01:47:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1514, logits_fake: 0.1543
[2025-05-30 01:47:53] (step=0036200) Train Loss: 0.9367, Train Steps/Sec: 1.14
[2025-05-30 01:49:20] (Generator) rec_loss: 0.0550, perceptual_loss: 0.2363, vq_loss: 0.0246, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9166, generator_adv_loss: 0.2158, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1302, d_vqkd: 128627.6172, d_vqgan: 145110.4062
[2025-05-30 01:49:21] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.4551, logits_fake: -0.4316
[2025-05-30 01:49:21] (step=0036300) Train Loss: 0.9039, Train Steps/Sec: 1.14
[2025-05-30 01:50:48] (Generator) rec_loss: 0.0421, perceptual_loss: 0.2090, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9180, generator_adv_loss: 0.0928, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1295, d_vqkd: 128884.1406, d_vqgan: 145139.8750
[2025-05-30 01:50:48] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.2344, logits_fake: -0.1855
[2025-05-30 01:50:48] (step=0036400) Train Loss: 0.8984, Train Steps/Sec: 1.14
[2025-05-30 01:52:16] (Generator) rec_loss: 0.0582, perceptual_loss: 0.2412, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9152, generator_adv_loss: -0.0327, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1494, d_vqkd: 129015.9531, d_vqgan: 145700.2188
[2025-05-30 01:52:16] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0420, logits_fake: 0.0654
[2025-05-30 01:52:16] (step=0036500) Train Loss: 0.9181, Train Steps/Sec: 1.14
[2025-05-30 01:53:43] (Generator) rec_loss: 0.0274, perceptual_loss: 0.1953, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: -0.1514, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1225, d_vqkd: 128400.8281, d_vqgan: 144572.2500
[2025-05-30 01:53:44] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.3184, logits_fake: 0.3027
[2025-05-30 01:53:44] (step=0036600) Train Loss: 0.9749, Train Steps/Sec: 1.14
[2025-05-30 01:55:11] (Generator) rec_loss: 0.0387, perceptual_loss: 0.2129, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: -0.0004, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1189, d_vqkd: 128197.4375, d_vqgan: 145990.1875
[2025-05-30 01:55:11] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0157, logits_fake: 0.0008
[2025-05-30 01:55:12] (step=0036700) Train Loss: 0.9300, Train Steps/Sec: 1.14
[2025-05-30 01:56:39] (Generator) rec_loss: 0.0308, perceptual_loss: 0.2168, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: 0.2617, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1334, d_vqkd: 128302.8594, d_vqgan: 144349.6250
[2025-05-30 01:56:39] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.5312, logits_fake: -0.5234
[2025-05-30 01:56:39] (step=0036800) Train Loss: 0.9582, Train Steps/Sec: 1.14
[2025-05-30 01:58:06] (Generator) rec_loss: 0.0398, perceptual_loss: 0.2158, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9196, generator_adv_loss: -0.1562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1244, d_vqkd: 128942.4219, d_vqgan: 145024.6562
[2025-05-30 01:58:07] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.3223, logits_fake: 0.3125
[2025-05-30 01:58:07] (step=0036900) Train Loss: 0.8962, Train Steps/Sec: 1.14
[2025-05-30 01:59:34] (Generator) rec_loss: 0.0412, perceptual_loss: 0.2119, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: -0.0016, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1312, d_vqkd: 128926.7422, d_vqgan: 144883.7500
[2025-05-30 01:59:35] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0315, logits_fake: 0.0033
[2025-05-30 01:59:35] (step=0037000) Train Loss: 0.9616, Train Steps/Sec: 1.14
[2025-05-30 02:01:02] (Generator) rec_loss: 0.0338, perceptual_loss: 0.1963, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9150, generator_adv_loss: -0.2520, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1302, d_vqkd: 128206.1953, d_vqgan: 145419.2344
[2025-05-30 02:01:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.4941, logits_fake: 0.5039
[2025-05-30 02:01:02] (step=0037100) Train Loss: 0.9450, Train Steps/Sec: 1.14
[2025-05-30 02:02:30] (Generator) rec_loss: 0.0723, perceptual_loss: 0.2676, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: 0.1191, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1486, d_vqkd: 128324.0156, d_vqgan: 145087.1719
[2025-05-30 02:02:30] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2520, logits_fake: -0.2383
[2025-05-30 02:02:30] (step=0037200) Train Loss: 0.9501, Train Steps/Sec: 1.14
[2025-05-30 02:03:57] (Generator) rec_loss: 0.0433, perceptual_loss: 0.2012, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9185, generator_adv_loss: -0.1069, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1249, d_vqkd: 128197.7031, d_vqgan: 144341.8125
[2025-05-30 02:03:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2051, logits_fake: 0.2139
[2025-05-30 02:03:58] (step=0037300) Train Loss: 0.9198, Train Steps/Sec: 1.14
[2025-05-30 02:05:25] (Generator) rec_loss: 0.0367, perceptual_loss: 0.2256, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9211, generator_adv_loss: -0.1196, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1293, d_vqkd: 128509.5938, d_vqgan: 145094.3750
[2025-05-30 02:05:25] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.2832, logits_fake: 0.2393
[2025-05-30 02:05:25] (step=0037400) Train Loss: 0.9444, Train Steps/Sec: 1.14
[2025-05-30 02:06:53] (Generator) rec_loss: 0.0322, perceptual_loss: 0.2051, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9151, generator_adv_loss: 0.1768, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1322, d_vqkd: 129072.1406, d_vqgan: 145452.0625
[2025-05-30 02:06:53] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.3848, logits_fake: -0.3535
[2025-05-30 02:06:53] (step=0037500) Train Loss: 0.9339, Train Steps/Sec: 1.14
[2025-05-30 02:08:20] (Generator) rec_loss: 0.0617, perceptual_loss: 0.2324, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: 0.1807, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1322, d_vqkd: 128560.8516, d_vqgan: 145655.2500
[2025-05-30 02:08:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3594, logits_fake: -0.3613
[2025-05-30 02:08:21] (step=0037600) Train Loss: 0.9527, Train Steps/Sec: 1.14
[2025-05-30 02:09:48] (Generator) rec_loss: 0.0366, perceptual_loss: 0.2139, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: 0.1572, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1239, d_vqkd: 128452.5703, d_vqgan: 144752.8281
[2025-05-30 02:09:48] (Discriminator) discriminator_adv_loss: 0.5195, disc_weight: 0.5000, logits_real: -0.3770, logits_fake: -0.3145
[2025-05-30 02:09:48] (step=0037700) Train Loss: 0.9185, Train Steps/Sec: 1.14
[2025-05-30 02:11:15] (Generator) rec_loss: 0.0285, perceptual_loss: 0.1895, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9196, generator_adv_loss: -0.1436, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1166, d_vqkd: 128649.7734, d_vqgan: 144849.1875
[2025-05-30 02:11:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2891, logits_fake: 0.2871
[2025-05-30 02:11:16] (step=0037800) Train Loss: 0.9512, Train Steps/Sec: 1.14
[2025-05-30 02:12:43] (Generator) rec_loss: 0.0333, perceptual_loss: 0.2119, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: 0.1455, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1116, d_vqkd: 129397.7734, d_vqgan: 145139.2500
[2025-05-30 02:12:43] (Discriminator) discriminator_adv_loss: 0.4863, disc_weight: 0.5000, logits_real: -0.2344, logits_fake: -0.2910
[2025-05-30 02:12:43] (step=0037900) Train Loss: 0.9153, Train Steps/Sec: 1.14
[2025-05-30 02:14:11] (Generator) rec_loss: 0.0374, perceptual_loss: 0.2441, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9188, generator_adv_loss: -0.1514, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1222, d_vqkd: 128594.5234, d_vqgan: 144305.7656
[2025-05-30 02:14:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3027, logits_fake: 0.3027
[2025-05-30 02:14:11] (step=0038000) Train Loss: 0.9321, Train Steps/Sec: 1.14
[2025-05-30 02:15:38] (Generator) rec_loss: 0.0358, perceptual_loss: 0.2002, vq_loss: 0.0258, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9170, generator_adv_loss: 0.1040, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1294, d_vqkd: 128670.3281, d_vqgan: 145779.4375
[2025-05-30 02:15:39] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.2559, logits_fake: -0.2080
[2025-05-30 02:15:39] (step=0038100) Train Loss: 0.9225, Train Steps/Sec: 1.14
[2025-05-30 02:17:06] (Generator) rec_loss: 0.0480, perceptual_loss: 0.2363, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: -0.0177, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1302, d_vqkd: 128601.6016, d_vqgan: 145288.5938
[2025-05-30 02:17:06] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0630, logits_fake: 0.0354
[2025-05-30 02:17:06] (step=0038200) Train Loss: 0.9385, Train Steps/Sec: 1.14
[2025-05-30 02:18:34] (Generator) rec_loss: 0.0294, perceptual_loss: 0.2246, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: -0.1250, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1291, d_vqkd: 128741.1094, d_vqgan: 144350.2344
[2025-05-30 02:18:34] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.2412, logits_fake: 0.2500
[2025-05-30 02:18:34] (step=0038300) Train Loss: 0.9302, Train Steps/Sec: 1.14
[2025-05-30 02:20:01] (Generator) rec_loss: 0.0400, perceptual_loss: 0.2031, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: -0.0187, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1344, d_vqkd: 128957.6094, d_vqgan: 145131.6094
[2025-05-30 02:20:02] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0693, logits_fake: 0.0374
[2025-05-30 02:20:02] (step=0038400) Train Loss: 0.9556, Train Steps/Sec: 1.14
[2025-05-30 02:21:29] (Generator) rec_loss: 0.0415, perceptual_loss: 0.2383, vq_loss: 0.0265, commit_loss: 0.0066, entropy_loss: 0.0000, codebook_usage: 0.9166, generator_adv_loss: 0.0327, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1289, d_vqkd: 129276.9531, d_vqgan: 145692.4062
[2025-05-30 02:21:29] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.1172, logits_fake: -0.0654
[2025-05-30 02:21:29] (step=0038500) Train Loss: 0.9141, Train Steps/Sec: 1.14
[2025-05-30 02:22:57] (Generator) rec_loss: 0.0576, perceptual_loss: 0.2432, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9206, generator_adv_loss: 0.0115, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1289, d_vqkd: 128273.2500, d_vqgan: 145358.5938
[2025-05-30 02:22:57] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0371, logits_fake: -0.0231
[2025-05-30 02:22:57] (step=0038600) Train Loss: 0.8881, Train Steps/Sec: 1.14
[2025-05-30 02:24:24] (Generator) rec_loss: 0.0516, perceptual_loss: 0.2188, vq_loss: 0.0246, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9168, generator_adv_loss: 0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1246, d_vqkd: 128765.7734, d_vqgan: 144793.8750
[2025-05-30 02:24:25] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2471, logits_fake: -0.2578
[2025-05-30 02:24:25] (step=0038700) Train Loss: 0.9622, Train Steps/Sec: 1.14
[2025-05-30 02:25:52] (Generator) rec_loss: 0.0223, perceptual_loss: 0.1797, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9180, generator_adv_loss: -0.0952, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1162, d_vqkd: 128855.1250, d_vqgan: 144544.2500
[2025-05-30 02:25:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1875, logits_fake: 0.1904
[2025-05-30 02:25:52] (step=0038800) Train Loss: 0.8728, Train Steps/Sec: 1.14
[2025-05-30 02:27:19] (Generator) rec_loss: 0.0459, perceptual_loss: 0.2432, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9190, generator_adv_loss: 0.1006, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1267, d_vqkd: 128949.2188, d_vqgan: 145234.6875
[2025-05-30 02:27:20] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2197, logits_fake: -0.2012
[2025-05-30 02:27:20] (step=0038900) Train Loss: 0.9946, Train Steps/Sec: 1.14
[2025-05-30 02:28:47] (Generator) rec_loss: 0.0375, perceptual_loss: 0.1846, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: -0.0094, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1218, d_vqkd: 128520.2656, d_vqgan: 144384.0000
[2025-05-30 02:28:48] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0305, logits_fake: 0.0188
[2025-05-30 02:28:48] (step=0039000) Train Loss: 0.8700, Train Steps/Sec: 1.14
[2025-05-30 02:30:15] (Generator) rec_loss: 0.0436, perceptual_loss: 0.2236, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: -0.1533, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1273, d_vqkd: 128216.8281, d_vqgan: 145388.4688
[2025-05-30 02:30:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2988, logits_fake: 0.3066
[2025-05-30 02:30:15] (step=0039100) Train Loss: 0.9504, Train Steps/Sec: 1.14
[2025-05-30 02:31:43] (Generator) rec_loss: 0.0419, perceptual_loss: 0.2578, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: 0.2559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1259, d_vqkd: 129026.3281, d_vqgan: 144703.9219
[2025-05-30 02:31:43] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.4746, logits_fake: -0.5117
[2025-05-30 02:31:43] (step=0039200) Train Loss: 0.8900, Train Steps/Sec: 1.14
[2025-05-30 02:33:10] (Generator) rec_loss: 0.0366, perceptual_loss: 0.1865, vq_loss: 0.0240, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: -0.1084, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1171, d_vqkd: 128154.7500, d_vqgan: 144364.4844
[2025-05-30 02:33:11] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2334, logits_fake: 0.2168
[2025-05-30 02:33:11] (step=0039300) Train Loss: 0.9268, Train Steps/Sec: 1.14
[2025-05-30 02:34:38] (Generator) rec_loss: 0.0415, perceptual_loss: 0.2148, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9196, generator_adv_loss: -0.0393, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1210, d_vqkd: 128224.9141, d_vqgan: 145620.3906
[2025-05-30 02:34:38] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0864, logits_fake: 0.0786
[2025-05-30 02:34:38] (step=0039400) Train Loss: 0.9086, Train Steps/Sec: 1.14
[2025-05-30 02:36:05] (Generator) rec_loss: 0.0355, perceptual_loss: 0.2285, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: 0.2393, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1301, d_vqkd: 128970.7031, d_vqgan: 146160.9844
[2025-05-30 02:36:06] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.4902, logits_fake: -0.4785
[2025-05-30 02:36:06] (step=0039500) Train Loss: 0.9663, Train Steps/Sec: 1.14
[2025-05-30 02:37:33] (Generator) rec_loss: 0.0507, perceptual_loss: 0.2207, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9170, generator_adv_loss: -0.0601, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1458, d_vqkd: 128904.6719, d_vqgan: 145510.1875
[2025-05-30 02:37:34] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0928, logits_fake: 0.1201
[2025-05-30 02:37:34] (step=0039600) Train Loss: 0.8842, Train Steps/Sec: 1.14
[2025-05-30 02:39:01] (Generator) rec_loss: 0.0462, perceptual_loss: 0.2305, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: 0.1865, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1315, d_vqkd: 128587.4531, d_vqgan: 144768.6875
[2025-05-30 02:39:01] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.3965, logits_fake: -0.3730
[2025-05-30 02:39:01] (step=0039700) Train Loss: 0.9877, Train Steps/Sec: 1.14
[2025-05-30 02:40:29] (Generator) rec_loss: 0.0382, perceptual_loss: 0.2168, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9194, generator_adv_loss: -0.1079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1390, d_vqkd: 128389.9297, d_vqgan: 145566.0469
[2025-05-30 02:40:29] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.2041, logits_fake: 0.2158
[2025-05-30 02:40:29] (step=0039800) Train Loss: 0.8907, Train Steps/Sec: 1.14
[2025-05-30 02:41:56] (Generator) rec_loss: 0.0538, perceptual_loss: 0.2334, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9188, generator_adv_loss: 0.2451, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1287, d_vqkd: 128639.7656, d_vqgan: 144964.7031
[2025-05-30 02:41:57] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.4512, logits_fake: -0.4902
[2025-05-30 02:41:57] (step=0039900) Train Loss: 0.9555, Train Steps/Sec: 1.14
[2025-05-30 02:43:24] (Generator) rec_loss: 0.0572, perceptual_loss: 0.2246, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9199, generator_adv_loss: -0.1924, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1267, d_vqkd: 128018.1641, d_vqgan: 145174.8750
[2025-05-30 02:43:24] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.3672, logits_fake: 0.3848
[2025-05-30 02:43:24] (step=0040000) Train Loss: 0.9673, Train Steps/Sec: 1.14
[2025-05-30 02:43:29] Saved checkpoint to ck_tokenflow_clipb_finetune_decoder/002-TokenFlow/checkpoints/0040000.pt
[2025-05-30 02:44:56] (Generator) rec_loss: 0.0494, perceptual_loss: 0.2344, vq_loss: 0.0260, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: 0.2617, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1355, d_vqkd: 128840.0938, d_vqgan: 145750.5000
[2025-05-30 02:44:56] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.5039, logits_fake: -0.5234
[2025-05-30 02:44:56] (step=0040100) Train Loss: 0.8955, Train Steps/Sec: 1.09
[2025-05-30 02:46:24] (Generator) rec_loss: 0.0328, perceptual_loss: 0.1875, vq_loss: 0.0242, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9194, generator_adv_loss: -0.0923, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1299, d_vqkd: 128486.9609, d_vqgan: 144993.3438
[2025-05-30 02:46:24] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2002, logits_fake: 0.1846
[2025-05-30 02:46:24] (step=0040200) Train Loss: 0.9920, Train Steps/Sec: 1.14
[2025-05-30 02:47:51] (Generator) rec_loss: 0.0441, perceptual_loss: 0.2266, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9172, generator_adv_loss: -0.1748, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1131, d_vqkd: 128469.0312, d_vqgan: 145368.7031
[2025-05-30 02:47:52] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.3574, logits_fake: 0.3496
[2025-05-30 02:47:52] (step=0040300) Train Loss: 0.8513, Train Steps/Sec: 1.14
[2025-05-30 02:49:19] (Generator) rec_loss: 0.0209, perceptual_loss: 0.2041, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9195, generator_adv_loss: 0.2256, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1282, d_vqkd: 129281.2812, d_vqgan: 144976.3906
[2025-05-30 02:49:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4570, logits_fake: -0.4512
[2025-05-30 02:49:20] (step=0040400) Train Loss: 0.9304, Train Steps/Sec: 1.14
[2025-05-30 02:50:47] (Generator) rec_loss: 0.0477, perceptual_loss: 0.2393, vq_loss: 0.0242, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: -0.2773, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1346, d_vqkd: 127976.8125, d_vqgan: 144379.7812
[2025-05-30 02:50:47] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.5625, logits_fake: 0.5547
[2025-05-30 02:50:47] (step=0040500) Train Loss: 0.9328, Train Steps/Sec: 1.14
[2025-05-30 02:52:14] (Generator) rec_loss: 0.0440, perceptual_loss: 0.2090, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9170, generator_adv_loss: -0.0525, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1352, d_vqkd: 128647.7969, d_vqgan: 144956.7812
[2025-05-30 02:52:15] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1084, logits_fake: 0.1050
[2025-05-30 02:52:15] (step=0040600) Train Loss: 0.8940, Train Steps/Sec: 1.14
[2025-05-30 02:53:42] (Generator) rec_loss: 0.0547, perceptual_loss: 0.2441, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: -0.0972, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1449, d_vqkd: 128248.6484, d_vqgan: 145592.8594
[2025-05-30 02:53:42] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.2197, logits_fake: 0.1943
[2025-05-30 02:53:42] (step=0040700) Train Loss: 0.9432, Train Steps/Sec: 1.14
[2025-05-30 02:55:09] (Generator) rec_loss: 0.0488, perceptual_loss: 0.2344, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9195, generator_adv_loss: -0.0986, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1335, d_vqkd: 129059.9844, d_vqgan: 145609.5625
[2025-05-30 02:55:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2002, logits_fake: 0.1973
[2025-05-30 02:55:10] (step=0040800) Train Loss: 0.8069, Train Steps/Sec: 1.14
[2025-05-30 02:56:37] (Generator) rec_loss: 0.0496, perceptual_loss: 0.2383, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9170, generator_adv_loss: 0.0454, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1361, d_vqkd: 127715.7500, d_vqgan: 145140.2656
[2025-05-30 02:56:37] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0698, logits_fake: -0.0908
[2025-05-30 02:56:37] (step=0040900) Train Loss: 0.9644, Train Steps/Sec: 1.14
[2025-05-30 02:58:04] (Generator) rec_loss: 0.0393, perceptual_loss: 0.1895, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.1592, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1217, d_vqkd: 128835.3203, d_vqgan: 144932.1719
[2025-05-30 02:58:05] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.3027, logits_fake: 0.3184
[2025-05-30 02:58:05] (step=0041000) Train Loss: 0.8623, Train Steps/Sec: 1.14
[2025-05-30 02:59:32] (Generator) rec_loss: 0.0278, perceptual_loss: 0.2100, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: 0.2344, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1260, d_vqkd: 128851.6875, d_vqgan: 144943.3906
[2025-05-30 02:59:33] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.4453, logits_fake: -0.4688
[2025-05-30 02:59:33] (step=0041100) Train Loss: 0.9328, Train Steps/Sec: 1.14
[2025-05-30 03:01:00] (Generator) rec_loss: 0.0384, perceptual_loss: 0.2256, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: -0.0104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1309, d_vqkd: 128992.6484, d_vqgan: 145215.5000
[2025-05-30 03:01:00] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0437, logits_fake: 0.0208
[2025-05-30 03:01:00] (step=0041200) Train Loss: 0.9664, Train Steps/Sec: 1.14
[2025-05-30 03:02:28] (Generator) rec_loss: 0.0350, perceptual_loss: 0.2148, vq_loss: 0.0241, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9149, generator_adv_loss: -0.2812, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1334, d_vqkd: 127520.5781, d_vqgan: 145142.2812
[2025-05-30 03:02:28] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.5977, logits_fake: 0.5625
[2025-05-30 03:02:28] (step=0041300) Train Loss: 0.8785, Train Steps/Sec: 1.14
[2025-05-30 03:03:55] (Generator) rec_loss: 0.0353, perceptual_loss: 0.2012, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9178, generator_adv_loss: -0.0542, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1272, d_vqkd: 128792.6484, d_vqgan: 144646.4062
[2025-05-30 03:03:56] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0898, logits_fake: 0.1084
[2025-05-30 03:03:56] (step=0041400) Train Loss: 0.8799, Train Steps/Sec: 1.14
[2025-05-30 03:05:23] (Generator) rec_loss: 0.0309, perceptual_loss: 0.2197, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9192, generator_adv_loss: -0.1436, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1234, d_vqkd: 129517.2969, d_vqgan: 144897.4062
[2025-05-30 03:05:23] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.3125, logits_fake: 0.2871
[2025-05-30 03:05:23] (step=0041500) Train Loss: 0.9571, Train Steps/Sec: 1.14
[2025-05-30 03:06:51] (Generator) rec_loss: 0.0327, perceptual_loss: 0.2197, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: 0.2061, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1346, d_vqkd: 128352.1562, d_vqgan: 144584.7656
[2025-05-30 03:06:51] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.3887, logits_fake: -0.4121
[2025-05-30 03:06:51] (step=0041600) Train Loss: 0.9082, Train Steps/Sec: 1.14
[2025-05-30 03:08:18] (Generator) rec_loss: 0.0425, perceptual_loss: 0.2100, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9161, generator_adv_loss: -0.1924, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1271, d_vqkd: 128810.9219, d_vqgan: 144989.1875
[2025-05-30 03:08:19] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.3613, logits_fake: 0.3848
[2025-05-30 03:08:19] (step=0041700) Train Loss: 0.8735, Train Steps/Sec: 1.14
[2025-05-30 03:09:46] (Generator) rec_loss: 0.0381, perceptual_loss: 0.2061, vq_loss: 0.0246, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: 0.2490, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1150, d_vqkd: 129045.9141, d_vqgan: 144426.7188
[2025-05-30 03:09:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.5000, logits_fake: -0.4980
[2025-05-30 03:09:47] (step=0041800) Train Loss: 0.9808, Train Steps/Sec: 1.14
[2025-05-30 03:11:14] (Generator) rec_loss: 0.0357, perceptual_loss: 0.1943, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: -0.2344, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1146, d_vqkd: 128727.5078, d_vqgan: 144813.5625
[2025-05-30 03:11:14] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.4922, logits_fake: 0.4688
[2025-05-30 03:11:14] (step=0041900) Train Loss: 0.9242, Train Steps/Sec: 1.14
[2025-05-30 03:12:42] (Generator) rec_loss: 0.0494, perceptual_loss: 0.2520, vq_loss: 0.0257, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9188, generator_adv_loss: -0.1128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1274, d_vqkd: 128984.2031, d_vqgan: 145562.5469
[2025-05-30 03:12:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2227, logits_fake: 0.2256
[2025-05-30 03:12:42] (step=0042000) Train Loss: 0.8891, Train Steps/Sec: 1.14
[2025-05-30 03:14:09] (Generator) rec_loss: 0.0516, perceptual_loss: 0.2158, vq_loss: 0.0246, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: 0.3438, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1178, d_vqkd: 127938.4297, d_vqgan: 145248.7656
[2025-05-30 03:14:10] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.6562, logits_fake: -0.6875
[2025-05-30 03:14:10] (step=0042100) Train Loss: 0.9234, Train Steps/Sec: 1.14
[2025-05-30 03:15:37] (Generator) rec_loss: 0.0420, perceptual_loss: 0.2256, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9185, generator_adv_loss: 0.1836, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1351, d_vqkd: 128474.5078, d_vqgan: 145052.3438
[2025-05-30 03:15:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3730, logits_fake: -0.3672
[2025-05-30 03:15:37] (step=0042200) Train Loss: 0.9543, Train Steps/Sec: 1.14
[2025-05-30 03:17:05] (Generator) rec_loss: 0.0472, perceptual_loss: 0.2285, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.1670, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1168, d_vqkd: 128731.1875, d_vqgan: 144901.7031
[2025-05-30 03:17:05] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.3418, logits_fake: 0.3340
[2025-05-30 03:17:05] (step=0042300) Train Loss: 0.9235, Train Steps/Sec: 1.14
[2025-05-30 03:18:32] (Generator) rec_loss: 0.0498, perceptual_loss: 0.2295, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: -0.1924, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1294, d_vqkd: 128829.7109, d_vqgan: 145036.6719
[2025-05-30 03:18:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3867, logits_fake: 0.3848
[2025-05-30 03:18:33] (step=0042400) Train Loss: 0.8565, Train Steps/Sec: 1.14
[2025-05-30 03:20:00] (Generator) rec_loss: 0.0300, perceptual_loss: 0.2139, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9208, generator_adv_loss: 0.1406, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1251, d_vqkd: 128971.3203, d_vqgan: 145071.6562
[2025-05-30 03:20:00] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2715, logits_fake: -0.2812
[2025-05-30 03:20:00] (step=0042500) Train Loss: 0.9229, Train Steps/Sec: 1.14
[2025-05-30 03:21:28] (Generator) rec_loss: 0.0449, perceptual_loss: 0.2158, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: 0.2559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1280, d_vqkd: 128501.7266, d_vqgan: 144958.6250
[2025-05-30 03:21:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.5156, logits_fake: -0.5117
[2025-05-30 03:21:28] (step=0042600) Train Loss: 0.9624, Train Steps/Sec: 1.14
[2025-05-30 03:22:55] (Generator) rec_loss: 0.0540, perceptual_loss: 0.2412, vq_loss: 0.0236, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9159, generator_adv_loss: -0.0165, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1414, d_vqkd: 127540.8516, d_vqgan: 144467.8750
[2025-05-30 03:22:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0276, logits_fake: 0.0330
[2025-05-30 03:22:56] (step=0042700) Train Loss: 0.9486, Train Steps/Sec: 1.14
[2025-05-30 03:24:23] (Generator) rec_loss: 0.0199, perceptual_loss: 0.1943, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: -0.2393, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1417, d_vqkd: 128887.6719, d_vqgan: 144791.0938
[2025-05-30 03:24:23] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.4824, logits_fake: 0.4785
[2025-05-30 03:24:23] (step=0042800) Train Loss: 0.8752, Train Steps/Sec: 1.14
[2025-05-30 03:25:51] (Generator) rec_loss: 0.0486, perceptual_loss: 0.2119, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: 0.2852, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1216, d_vqkd: 128772.6406, d_vqgan: 145632.7969
[2025-05-30 03:25:51] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.5391, logits_fake: -0.5703
[2025-05-30 03:25:51] (step=0042900) Train Loss: 0.9132, Train Steps/Sec: 1.14
[2025-05-30 03:27:18] (Generator) rec_loss: 0.0488, perceptual_loss: 0.2266, vq_loss: 0.0246, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9144, generator_adv_loss: 0.2139, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1198, d_vqkd: 129176.3438, d_vqgan: 144378.5469
[2025-05-30 03:27:19] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.4570, logits_fake: -0.4277
[2025-05-30 03:27:19] (step=0043000) Train Loss: 0.9892, Train Steps/Sec: 1.14
[2025-05-30 03:28:46] (Generator) rec_loss: 0.0486, perceptual_loss: 0.2217, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9208, generator_adv_loss: 0.0075, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1306, d_vqkd: 128068.7969, d_vqgan: 144839.7500
[2025-05-30 03:28:47] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0031, logits_fake: -0.0150
[2025-05-30 03:28:47] (step=0043100) Train Loss: 0.8762, Train Steps/Sec: 1.14
[2025-05-30 03:30:14] (Generator) rec_loss: 0.0372, perceptual_loss: 0.1875, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: 0.1089, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1237, d_vqkd: 128879.3359, d_vqgan: 144873.8906
[2025-05-30 03:30:14] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2061, logits_fake: -0.2178
[2025-05-30 03:30:14] (step=0043200) Train Loss: 0.8621, Train Steps/Sec: 1.14
[2025-05-30 03:31:42] (Generator) rec_loss: 0.0510, perceptual_loss: 0.2383, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: 0.2051, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1376, d_vqkd: 128573.3281, d_vqgan: 145172.6406
[2025-05-30 03:31:42] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.4629, logits_fake: -0.4102
[2025-05-30 03:31:42] (step=0043300) Train Loss: 0.9594, Train Steps/Sec: 1.14
[2025-05-30 03:33:09] (Generator) rec_loss: 0.0343, perceptual_loss: 0.2402, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9215, generator_adv_loss: -0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1310, d_vqkd: 128894.1719, d_vqgan: 145628.2812
[2025-05-30 03:33:10] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1572, logits_fake: 0.1377
[2025-05-30 03:33:10] (step=0043400) Train Loss: 0.9097, Train Steps/Sec: 1.14
[2025-05-30 03:34:37] (Generator) rec_loss: 0.0447, perceptual_loss: 0.2158, vq_loss: 0.0234, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: -0.0232, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1290, d_vqkd: 127322.6328, d_vqgan: 144131.0312
[2025-05-30 03:34:38] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0291, logits_fake: 0.0464
[2025-05-30 03:34:38] (step=0043500) Train Loss: 0.8376, Train Steps/Sec: 1.14
[2025-05-30 03:36:05] (Generator) rec_loss: 0.0582, perceptual_loss: 0.2148, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9201, generator_adv_loss: -0.0664, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1178, d_vqkd: 128141.4609, d_vqgan: 145257.4375
[2025-05-30 03:36:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1299, logits_fake: 0.1328
[2025-05-30 03:36:05] (step=0043600) Train Loss: 0.8745, Train Steps/Sec: 1.14
[2025-05-30 03:37:33] (Generator) rec_loss: 0.0314, perceptual_loss: 0.2041, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: 0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1234, d_vqkd: 128693.5000, d_vqgan: 145388.8125
[2025-05-30 03:37:33] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1719, logits_fake: -0.1602
[2025-05-30 03:37:33] (step=0043700) Train Loss: 0.9636, Train Steps/Sec: 1.14
[2025-05-30 03:38:45] Beginning epoch 3...
[2025-05-30 03:39:01] (Generator) rec_loss: 0.0568, perceptual_loss: 0.2451, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9190, generator_adv_loss: -0.1543, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1251, d_vqkd: 128263.4297, d_vqgan: 145791.8438
[2025-05-30 03:39:01] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.3164, logits_fake: 0.3086
[2025-05-30 03:39:01] (step=0043800) Train Loss: 0.8641, Train Steps/Sec: 1.13
[2025-05-30 03:40:29] (Generator) rec_loss: 0.0361, perceptual_loss: 0.2178, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: 0.2227, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1268, d_vqkd: 128544.7109, d_vqgan: 144822.4219
[2025-05-30 03:40:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4473, logits_fake: -0.4453
[2025-05-30 03:40:29] (step=0043900) Train Loss: 0.9620, Train Steps/Sec: 1.14
[2025-05-30 03:41:56] (Generator) rec_loss: 0.0549, perceptual_loss: 0.2305, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9149, generator_adv_loss: -0.3320, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1340, d_vqkd: 128120.0156, d_vqgan: 144897.4219
[2025-05-30 03:41:57] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.6758, logits_fake: 0.6641
[2025-05-30 03:41:57] (step=0044000) Train Loss: 0.8900, Train Steps/Sec: 1.14
[2025-05-30 03:43:24] (Generator) rec_loss: 0.0461, perceptual_loss: 0.2139, vq_loss: 0.0246, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: 0.0742, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1261, d_vqkd: 128537.2031, d_vqgan: 144727.6719
[2025-05-30 03:43:24] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1445, logits_fake: -0.1484
[2025-05-30 03:43:24] (step=0044100) Train Loss: 0.8931, Train Steps/Sec: 1.14
[2025-05-30 03:44:52] (Generator) rec_loss: 0.0445, perceptual_loss: 0.2148, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9203, generator_adv_loss: 0.0287, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1341, d_vqkd: 128395.3594, d_vqgan: 145613.8438
[2025-05-30 03:44:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0591, logits_fake: -0.0574
[2025-05-30 03:44:52] (step=0044200) Train Loss: 0.9672, Train Steps/Sec: 1.14
[2025-05-30 03:46:19] (Generator) rec_loss: 0.0365, perceptual_loss: 0.2021, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9161, generator_adv_loss: -0.2793, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1355, d_vqkd: 129006.8672, d_vqgan: 145677.0938
[2025-05-30 03:46:20] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.5508, logits_fake: 0.5586
[2025-05-30 03:46:20] (step=0044300) Train Loss: 0.8687, Train Steps/Sec: 1.14
[2025-05-30 03:47:47] (Generator) rec_loss: 0.0426, perceptual_loss: 0.2373, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9204, generator_adv_loss: 0.2207, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1347, d_vqkd: 128695.0469, d_vqgan: 144787.9062
[2025-05-30 03:47:47] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.4277, logits_fake: -0.4414
[2025-05-30 03:47:47] (step=0044400) Train Loss: 0.9061, Train Steps/Sec: 1.14
[2025-05-30 03:49:14] (Generator) rec_loss: 0.0279, perceptual_loss: 0.2158, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9190, generator_adv_loss: 0.0201, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1254, d_vqkd: 128877.0312, d_vqgan: 145774.5625
[2025-05-30 03:49:15] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0291, logits_fake: -0.0403
[2025-05-30 03:49:15] (step=0044500) Train Loss: 0.9527, Train Steps/Sec: 1.14
[2025-05-30 03:50:42] (Generator) rec_loss: 0.0540, perceptual_loss: 0.2441, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9159, generator_adv_loss: -0.1875, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1311, d_vqkd: 128472.2188, d_vqgan: 144646.4688
[2025-05-30 03:50:42] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.3848, logits_fake: 0.3750
[2025-05-30 03:50:42] (step=0044600) Train Loss: 0.8728, Train Steps/Sec: 1.14
[2025-05-30 03:52:10] (Generator) rec_loss: 0.0422, perceptual_loss: 0.2080, vq_loss: 0.0231, commit_loss: 0.0058, entropy_loss: 0.0000, codebook_usage: 0.9192, generator_adv_loss: 0.1963, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1344, d_vqkd: 126895.1875, d_vqgan: 144121.8594
[2025-05-30 03:52:10] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.4102, logits_fake: -0.3926
[2025-05-30 03:52:10] (step=0044700) Train Loss: 0.9210, Train Steps/Sec: 1.14
[2025-05-30 03:53:37] (Generator) rec_loss: 0.0405, perceptual_loss: 0.2031, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: -0.2070, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1198, d_vqkd: 128375.1406, d_vqgan: 144521.9531
[2025-05-30 03:53:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.4121, logits_fake: 0.4141
[2025-05-30 03:53:38] (step=0044800) Train Loss: 0.9089, Train Steps/Sec: 1.14
[2025-05-30 03:55:05] (Generator) rec_loss: 0.0387, perceptual_loss: 0.2285, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9168, generator_adv_loss: -0.1777, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1377, d_vqkd: 129541.4297, d_vqgan: 144987.3438
[2025-05-30 03:55:06] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.3457, logits_fake: 0.3555
[2025-05-30 03:55:06] (step=0044900) Train Loss: 0.8632, Train Steps/Sec: 1.14
[2025-05-30 03:56:33] (Generator) rec_loss: 0.0398, perceptual_loss: 0.2031, vq_loss: 0.0242, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: 0.1650, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1301, d_vqkd: 128575.2734, d_vqgan: 144563.2500
[2025-05-30 03:56:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3262, logits_fake: -0.3301
[2025-05-30 03:56:33] (step=0045000) Train Loss: 0.9270, Train Steps/Sec: 1.14
[2025-05-30 03:56:38] Saved checkpoint to ck_tokenflow_clipb_finetune_decoder/002-TokenFlow/checkpoints/0045000.pt
[2025-05-30 03:58:05] (Generator) rec_loss: 0.0355, perceptual_loss: 0.2168, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9172, generator_adv_loss: -0.2051, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1260, d_vqkd: 128891.1875, d_vqgan: 144479.6562
[2025-05-30 03:58:05] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.4336, logits_fake: 0.4102
[2025-05-30 03:58:05] (step=0045100) Train Loss: 0.9146, Train Steps/Sec: 1.08
[2025-05-30 03:59:33] (Generator) rec_loss: 0.0365, perceptual_loss: 0.2002, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: -0.0305, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1355, d_vqkd: 128533.2422, d_vqgan: 144258.7969
[2025-05-30 03:59:33] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0488, logits_fake: 0.0610
[2025-05-30 03:59:33] (step=0045200) Train Loss: 0.8524, Train Steps/Sec: 1.14
[2025-05-30 04:01:00] (Generator) rec_loss: 0.0796, perceptual_loss: 0.3301, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9211, generator_adv_loss: 0.1865, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1603, d_vqkd: 127215.7734, d_vqgan: 145695.2188
[2025-05-30 04:01:01] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.3613, logits_fake: -0.3730
[2025-05-30 04:01:01] (step=0045300) Train Loss: 0.9459, Train Steps/Sec: 1.14
[2025-05-30 04:02:28] (Generator) rec_loss: 0.0469, perceptual_loss: 0.2158, vq_loss: 0.0246, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: 0.0085, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1321, d_vqkd: 128548.8047, d_vqgan: 145769.3281
[2025-05-30 04:02:28] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0036, logits_fake: -0.0170
[2025-05-30 04:02:28] (step=0045400) Train Loss: 0.9372, Train Steps/Sec: 1.14
[2025-05-30 04:03:55] (Generator) rec_loss: 0.0408, perceptual_loss: 0.2266, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: -0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1416, d_vqkd: 128653.4062, d_vqgan: 144389.8125
[2025-05-30 04:03:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2598, logits_fake: 0.2656
[2025-05-30 04:03:56] (step=0045500) Train Loss: 0.9186, Train Steps/Sec: 1.14
[2025-05-30 04:05:23] (Generator) rec_loss: 0.0407, perceptual_loss: 0.2168, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9180, generator_adv_loss: 0.2441, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1444, d_vqkd: 129078.1094, d_vqgan: 145159.0938
[2025-05-30 04:05:23] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.5039, logits_fake: -0.4883
[2025-05-30 04:05:23] (step=0045600) Train Loss: 0.9300, Train Steps/Sec: 1.14
[2025-05-30 04:06:50] (Generator) rec_loss: 0.0291, perceptual_loss: 0.1963, vq_loss: 0.0258, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9199, generator_adv_loss: -0.0562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1254, d_vqkd: 129434.2500, d_vqgan: 145905.9375
[2025-05-30 04:06:51] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1279, logits_fake: 0.1123
[2025-05-30 04:06:51] (step=0045700) Train Loss: 0.9158, Train Steps/Sec: 1.14
[2025-05-30 04:08:18] (Generator) rec_loss: 0.0424, perceptual_loss: 0.2305, vq_loss: 0.0261, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9160, generator_adv_loss: -0.0138, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1222, d_vqkd: 129300.2188, d_vqgan: 144630.6875
[2025-05-30 04:08:19] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0566, logits_fake: 0.0276
[2025-05-30 04:08:19] (step=0045800) Train Loss: 0.8777, Train Steps/Sec: 1.14
[2025-05-30 04:09:46] (Generator) rec_loss: 0.0357, perceptual_loss: 0.1787, vq_loss: 0.0236, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9215, generator_adv_loss: 0.0840, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1174, d_vqkd: 127741.9844, d_vqgan: 144950.7188
[2025-05-30 04:09:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1699, logits_fake: -0.1680
[2025-05-30 04:09:46] (step=0045900) Train Loss: 0.9579, Train Steps/Sec: 1.14
[2025-05-30 04:11:13] (Generator) rec_loss: 0.0459, perceptual_loss: 0.2021, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9199, generator_adv_loss: -0.0874, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1218, d_vqkd: 128514.8672, d_vqgan: 145411.2500
[2025-05-30 04:11:14] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1602, logits_fake: 0.1748
[2025-05-30 04:11:14] (step=0046000) Train Loss: 0.9090, Train Steps/Sec: 1.14
[2025-05-30 04:12:41] (Generator) rec_loss: 0.0631, perceptual_loss: 0.2500, vq_loss: 0.0261, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: 0.2832, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1347, d_vqkd: 128988.4844, d_vqgan: 145969.1094
[2025-05-30 04:12:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.5664, logits_fake: -0.5664
[2025-05-30 04:12:42] (step=0046100) Train Loss: 0.9562, Train Steps/Sec: 1.14
[2025-05-30 04:14:09] (Generator) rec_loss: 0.0539, perceptual_loss: 0.2344, vq_loss: 0.0238, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: -0.0376, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1263, d_vqkd: 127389.6641, d_vqgan: 144707.0938
[2025-05-30 04:14:09] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0544, logits_fake: 0.0752
[2025-05-30 04:14:09] (step=0046200) Train Loss: 0.9227, Train Steps/Sec: 1.14
[2025-05-30 04:15:36] (Generator) rec_loss: 0.0457, perceptual_loss: 0.2246, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: -0.0986, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1427, d_vqkd: 128687.3984, d_vqgan: 145805.1094
[2025-05-30 04:15:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1953, logits_fake: 0.1973
[2025-05-30 04:15:37] (step=0046300) Train Loss: 0.8434, Train Steps/Sec: 1.14
[2025-05-30 04:17:04] (Generator) rec_loss: 0.0380, perceptual_loss: 0.2100, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9166, generator_adv_loss: -0.0437, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1377, d_vqkd: 129119.9375, d_vqgan: 145081.0625
[2025-05-30 04:17:05] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0728, logits_fake: 0.0874
[2025-05-30 04:17:05] (step=0046400) Train Loss: 0.9013, Train Steps/Sec: 1.14
[2025-05-30 04:18:32] (Generator) rec_loss: 0.0437, perceptual_loss: 0.2402, vq_loss: 0.0239, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: 0.1729, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1383, d_vqkd: 127671.7266, d_vqgan: 143991.8594
[2025-05-30 04:18:32] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.3145, logits_fake: -0.3457
[2025-05-30 04:18:32] (step=0046500) Train Loss: 0.9284, Train Steps/Sec: 1.14
[2025-05-30 04:20:00] (Generator) rec_loss: 0.0505, perceptual_loss: 0.2354, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: 0.2754, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1331, d_vqkd: 128278.2891, d_vqgan: 145439.6875
[2025-05-30 04:20:00] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.5625, logits_fake: -0.5508
[2025-05-30 04:20:00] (step=0046600) Train Loss: 0.9514, Train Steps/Sec: 1.14
[2025-05-30 04:21:27] (Generator) rec_loss: 0.0498, perceptual_loss: 0.2227, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9180, generator_adv_loss: 0.2422, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1257, d_vqkd: 129124.1406, d_vqgan: 144613.2188
[2025-05-30 04:21:28] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.5156, logits_fake: -0.4844
[2025-05-30 04:21:28] (step=0046700) Train Loss: 0.9393, Train Steps/Sec: 1.14
[2025-05-30 04:22:55] (Generator) rec_loss: 0.0665, perceptual_loss: 0.2490, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: 0.1934, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1354, d_vqkd: 128145.0156, d_vqgan: 146342.6562
[2025-05-30 04:22:55] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.3984, logits_fake: -0.3867
[2025-05-30 04:22:55] (step=0046800) Train Loss: 0.9487, Train Steps/Sec: 1.14
[2025-05-30 04:24:22] (Generator) rec_loss: 0.0529, perceptual_loss: 0.2148, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: 0.1650, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1196, d_vqkd: 128287.5234, d_vqgan: 145725.4375
[2025-05-30 04:24:23] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.3594, logits_fake: -0.3301
[2025-05-30 04:24:23] (step=0046900) Train Loss: 0.9162, Train Steps/Sec: 1.14
[2025-05-30 04:25:50] (Generator) rec_loss: 0.0333, perceptual_loss: 0.1973, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: 0.0508, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1248, d_vqkd: 128124.3516, d_vqgan: 145477.8125
[2025-05-30 04:25:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0981, logits_fake: -0.1016
[2025-05-30 04:25:50] (step=0047000) Train Loss: 0.9227, Train Steps/Sec: 1.14
[2025-05-30 04:27:18] (Generator) rec_loss: 0.0634, perceptual_loss: 0.2969, vq_loss: 0.0239, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9170, generator_adv_loss: 0.0430, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1566, d_vqkd: 127552.5781, d_vqgan: 144585.2969
[2025-05-30 04:27:18] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0747, logits_fake: -0.0859
[2025-05-30 04:27:18] (step=0047100) Train Loss: 0.9203, Train Steps/Sec: 1.14
[2025-05-30 04:28:45] (Generator) rec_loss: 0.0475, perceptual_loss: 0.2363, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9164, generator_adv_loss: -0.0845, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1376, d_vqkd: 128418.1719, d_vqgan: 145378.5938
[2025-05-30 04:28:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1680, logits_fake: 0.1689
[2025-05-30 04:28:46] (step=0047200) Train Loss: 0.9008, Train Steps/Sec: 1.14
[2025-05-30 04:30:13] (Generator) rec_loss: 0.0519, perceptual_loss: 0.2129, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9201, generator_adv_loss: -0.2227, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1213, d_vqkd: 128546.1250, d_vqgan: 145677.3594
[2025-05-30 04:30:14] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.4648, logits_fake: 0.4453
[2025-05-30 04:30:14] (step=0047300) Train Loss: 0.9060, Train Steps/Sec: 1.14
[2025-05-30 04:31:41] (Generator) rec_loss: 0.0448, perceptual_loss: 0.2422, vq_loss: 0.0238, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9157, generator_adv_loss: -0.1416, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1222, d_vqkd: 127478.5859, d_vqgan: 144948.0625
[2025-05-30 04:31:41] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.3066, logits_fake: 0.2832
[2025-05-30 04:31:41] (step=0047400) Train Loss: 0.8737, Train Steps/Sec: 1.14
[2025-05-30 04:33:08] (Generator) rec_loss: 0.0370, perceptual_loss: 0.2031, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9154, generator_adv_loss: 0.0078, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1178, d_vqkd: 128704.9531, d_vqgan: 146109.0781
[2025-05-30 04:33:09] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0289, logits_fake: -0.0156
[2025-05-30 04:33:09] (step=0047500) Train Loss: 0.9190, Train Steps/Sec: 1.14
[2025-05-30 04:34:36] (Generator) rec_loss: 0.0332, perceptual_loss: 0.2080, vq_loss: 0.0242, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: 0.2793, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1163, d_vqkd: 128664.5312, d_vqgan: 145044.7031
[2025-05-30 04:34:37] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.5781, logits_fake: -0.5586
[2025-05-30 04:34:37] (step=0047600) Train Loss: 0.9919, Train Steps/Sec: 1.14
[2025-05-30 04:36:04] (Generator) rec_loss: 0.0383, perceptual_loss: 0.2266, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: 0.0610, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1296, d_vqkd: 128472.5312, d_vqgan: 145729.7344
[2025-05-30 04:36:04] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1211, logits_fake: -0.1221
[2025-05-30 04:36:04] (step=0047700) Train Loss: 0.9731, Train Steps/Sec: 1.14
[2025-05-30 04:37:31] (Generator) rec_loss: 0.0391, perceptual_loss: 0.2070, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9198, generator_adv_loss: -0.0361, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1242, d_vqkd: 128770.2188, d_vqgan: 144815.2188
[2025-05-30 04:37:32] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0615, logits_fake: 0.0723
[2025-05-30 04:37:32] (step=0047800) Train Loss: 0.9359, Train Steps/Sec: 1.14
[2025-05-30 04:38:59] (Generator) rec_loss: 0.0369, perceptual_loss: 0.2012, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: -0.2402, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1339, d_vqkd: 128898.4688, d_vqgan: 144879.7188
[2025-05-30 04:38:59] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.4844, logits_fake: 0.4805
[2025-05-30 04:38:59] (step=0047900) Train Loss: 0.8859, Train Steps/Sec: 1.14
[2025-05-30 04:40:26] (Generator) rec_loss: 0.0410, perceptual_loss: 0.2412, vq_loss: 0.0238, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9199, generator_adv_loss: -0.1484, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1354, d_vqkd: 127437.8359, d_vqgan: 144814.0625
[2025-05-30 04:40:27] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.3242, logits_fake: 0.2969
[2025-05-30 04:40:27] (step=0048000) Train Loss: 0.8655, Train Steps/Sec: 1.14
[2025-05-30 04:41:54] (Generator) rec_loss: 0.0588, perceptual_loss: 0.2129, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: -0.2656, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1317, d_vqkd: 128745.1562, d_vqgan: 145264.4219
[2025-05-30 04:41:55] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.5039, logits_fake: 0.5312
[2025-05-30 04:41:55] (step=0048100) Train Loss: 0.9221, Train Steps/Sec: 1.14
[2025-05-30 04:43:22] (Generator) rec_loss: 0.0544, perceptual_loss: 0.2217, vq_loss: 0.0261, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.2432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1428, d_vqkd: 128687.2266, d_vqgan: 145565.9688
[2025-05-30 04:43:22] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.4570, logits_fake: 0.4863
[2025-05-30 04:43:23] (step=0048200) Train Loss: 0.9187, Train Steps/Sec: 1.14
[2025-05-30 04:44:50] (Generator) rec_loss: 0.0425, perceptual_loss: 0.1992, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9203, generator_adv_loss: -0.2461, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1235, d_vqkd: 128862.3359, d_vqgan: 145020.4688
[2025-05-30 04:44:50] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.4258, logits_fake: 0.4922
[2025-05-30 04:44:50] (step=0048300) Train Loss: 0.9223, Train Steps/Sec: 1.14
[2025-05-30 04:46:17] (Generator) rec_loss: 0.0313, perceptual_loss: 0.1904, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9162, generator_adv_loss: -0.1582, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1168, d_vqkd: 128583.4375, d_vqgan: 144269.2188
[2025-05-30 04:46:18] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.3105, logits_fake: 0.3164
[2025-05-30 04:46:18] (step=0048400) Train Loss: 0.8921, Train Steps/Sec: 1.14
[2025-05-30 04:47:45] (Generator) rec_loss: 0.0707, perceptual_loss: 0.2344, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9194, generator_adv_loss: -0.2061, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1242, d_vqkd: 128940.7500, d_vqgan: 145575.5625
[2025-05-30 04:47:46] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.3633, logits_fake: 0.4121
[2025-05-30 04:47:46] (step=0048500) Train Loss: 0.8819, Train Steps/Sec: 1.14
[2025-05-30 04:49:13] (Generator) rec_loss: 0.0725, perceptual_loss: 0.2383, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9192, generator_adv_loss: -0.1885, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1283, d_vqkd: 128728.9062, d_vqgan: 145047.5938
[2025-05-30 04:49:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3789, logits_fake: 0.3770
[2025-05-30 04:49:13] (step=0048600) Train Loss: 0.8879, Train Steps/Sec: 1.14
[2025-05-30 04:50:41] (Generator) rec_loss: 0.0560, perceptual_loss: 0.2363, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9204, generator_adv_loss: -0.2188, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1291, d_vqkd: 128666.7969, d_vqgan: 145407.5781
[2025-05-30 04:50:41] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.4004, logits_fake: 0.4375
[2025-05-30 04:50:41] (step=0048700) Train Loss: 0.9190, Train Steps/Sec: 1.14
[2025-05-30 04:52:08] (Generator) rec_loss: 0.0418, perceptual_loss: 0.2207, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9190, generator_adv_loss: -0.1426, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1215, d_vqkd: 128476.5312, d_vqgan: 145325.2344
[2025-05-30 04:52:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2871, logits_fake: 0.2852
[2025-05-30 04:52:09] (step=0048800) Train Loss: 0.9214, Train Steps/Sec: 1.14
[2025-05-30 04:53:36] (Generator) rec_loss: 0.0657, perceptual_loss: 0.2451, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9152, generator_adv_loss: -0.1348, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1299, d_vqkd: 129337.8750, d_vqgan: 145790.1250
[2025-05-30 04:53:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2656, logits_fake: 0.2695
[2025-05-30 04:53:37] (step=0048900) Train Loss: 0.9430, Train Steps/Sec: 1.14
[2025-05-30 04:55:04] (Generator) rec_loss: 0.0334, perceptual_loss: 0.2246, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9199, generator_adv_loss: -0.1562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1349, d_vqkd: 128728.6641, d_vqgan: 144920.0000
[2025-05-30 04:55:04] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.2969, logits_fake: 0.3125
[2025-05-30 04:55:04] (step=0049000) Train Loss: 0.9281, Train Steps/Sec: 1.14
[2025-05-30 04:56:32] (Generator) rec_loss: 0.0403, perceptual_loss: 0.2266, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9193, generator_adv_loss: -0.1152, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1262, d_vqkd: 128605.3438, d_vqgan: 144510.1719
[2025-05-30 04:56:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2236, logits_fake: 0.2305
[2025-05-30 04:56:32] (step=0049100) Train Loss: 0.9188, Train Steps/Sec: 1.14
[2025-05-30 04:57:59] (Generator) rec_loss: 0.0531, perceptual_loss: 0.2236, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9195, generator_adv_loss: 0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1304, d_vqkd: 128633.0312, d_vqgan: 144758.5625
[2025-05-30 04:58:00] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0986, logits_fake: -0.1118
[2025-05-30 04:58:00] (step=0049200) Train Loss: 0.9205, Train Steps/Sec: 1.14
[2025-05-30 04:59:27] (Generator) rec_loss: 0.0466, perceptual_loss: 0.2500, vq_loss: 0.0259, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9156, generator_adv_loss: 0.2344, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1267, d_vqkd: 128382.9531, d_vqgan: 145214.3750
[2025-05-30 04:59:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4766, logits_fake: -0.4688
[2025-05-30 04:59:28] (step=0049300) Train Loss: 0.9297, Train Steps/Sec: 1.14
[2025-05-30 05:00:55] (Generator) rec_loss: 0.0491, perceptual_loss: 0.2363, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: 0.0510, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1320, d_vqkd: 128565.5234, d_vqgan: 145345.6562
[2025-05-30 05:00:55] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1377, logits_fake: -0.1021
[2025-05-30 05:00:55] (step=0049400) Train Loss: 0.9192, Train Steps/Sec: 1.14
[2025-05-30 05:02:22] (Generator) rec_loss: 0.0352, perceptual_loss: 0.2178, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9193, generator_adv_loss: 0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1179, d_vqkd: 128974.9375, d_vqgan: 144719.2812
[2025-05-30 05:02:23] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1445, logits_fake: -0.1377
[2025-05-30 05:02:23] (step=0049500) Train Loss: 0.9002, Train Steps/Sec: 1.14
[2025-05-30 05:03:50] (Generator) rec_loss: 0.0622, perceptual_loss: 0.2344, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9193, generator_adv_loss: 0.1089, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1347, d_vqkd: 128514.3125, d_vqgan: 145956.9375
[2025-05-30 05:03:50] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2363, logits_fake: -0.2178
[2025-05-30 05:03:50] (step=0049600) Train Loss: 0.9292, Train Steps/Sec: 1.14
[2025-05-30 05:05:18] (Generator) rec_loss: 0.0349, perceptual_loss: 0.2061, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: -0.0830, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1306, d_vqkd: 128755.8906, d_vqgan: 145154.5000
[2025-05-30 05:05:18] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1553, logits_fake: 0.1660
[2025-05-30 05:05:18] (step=0049700) Train Loss: 0.8677, Train Steps/Sec: 1.14
[2025-05-30 05:06:45] (Generator) rec_loss: 0.0314, perceptual_loss: 0.2217, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: 0.0623, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1426, d_vqkd: 128459.6406, d_vqgan: 144697.0312
[2025-05-30 05:06:46] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1201, logits_fake: -0.1245
[2025-05-30 05:06:46] (step=0049800) Train Loss: 0.8521, Train Steps/Sec: 1.14
[2025-05-30 05:08:13] (Generator) rec_loss: 0.0389, perceptual_loss: 0.1992, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9197, generator_adv_loss: -0.1060, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1329, d_vqkd: 128400.0547, d_vqgan: 145192.8281
[2025-05-30 05:08:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2090, logits_fake: 0.2119
[2025-05-30 05:08:13] (step=0049900) Train Loss: 0.9447, Train Steps/Sec: 1.14
[2025-05-30 05:09:41] (Generator) rec_loss: 0.0529, perceptual_loss: 0.2217, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9163, generator_adv_loss: -0.1299, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1172, d_vqkd: 128693.8047, d_vqgan: 145075.7500
[2025-05-30 05:09:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2500, logits_fake: 0.2598
[2025-05-30 05:09:41] (step=0050000) Train Loss: 0.8684, Train Steps/Sec: 1.14
[2025-05-30 05:09:46] Saved checkpoint to ck_tokenflow_clipb_finetune_decoder/002-TokenFlow/checkpoints/0050000.pt
[2025-05-30 05:11:13] (Generator) rec_loss: 0.0294, perceptual_loss: 0.2266, vq_loss: 0.0261, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9157, generator_adv_loss: 0.2080, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1305, d_vqkd: 128786.2656, d_vqgan: 145576.8438
[2025-05-30 05:11:13] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.3906, logits_fake: -0.4160
[2025-05-30 05:11:13] (step=0050100) Train Loss: 0.8917, Train Steps/Sec: 1.08
[2025-05-30 05:12:40] (Generator) rec_loss: 0.0583, perceptual_loss: 0.2422, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9212, generator_adv_loss: 0.1846, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1402, d_vqkd: 128810.5156, d_vqgan: 145002.0156
[2025-05-30 05:12:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3613, logits_fake: -0.3691
[2025-05-30 05:12:41] (step=0050200) Train Loss: 0.9570, Train Steps/Sec: 1.14
[2025-05-30 05:14:08] (Generator) rec_loss: 0.0513, perceptual_loss: 0.2236, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: 0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1342, d_vqkd: 128540.4062, d_vqgan: 145459.6719
[2025-05-30 05:14:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1680, logits_fake: -0.1602
[2025-05-30 05:14:09] (step=0050300) Train Loss: 0.9352, Train Steps/Sec: 1.14
[2025-05-30 05:15:36] (Generator) rec_loss: 0.0376, perceptual_loss: 0.2100, vq_loss: 0.0246, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: -0.0791, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1055, d_vqkd: 128633.1719, d_vqgan: 144267.3438
[2025-05-30 05:15:36] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1650, logits_fake: 0.1582
[2025-05-30 05:15:36] (step=0050400) Train Loss: 0.9000, Train Steps/Sec: 1.14
[2025-05-30 05:17:03] (Generator) rec_loss: 0.0428, perceptual_loss: 0.2266, vq_loss: 0.0235, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9160, generator_adv_loss: 0.0806, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1381, d_vqkd: 127583.0703, d_vqgan: 144621.8594
[2025-05-30 05:17:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1641, logits_fake: -0.1611
[2025-05-30 05:17:04] (step=0050500) Train Loss: 0.9117, Train Steps/Sec: 1.14
[2025-05-30 05:18:31] (Generator) rec_loss: 0.0532, perceptual_loss: 0.2275, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9180, generator_adv_loss: 0.1084, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1247, d_vqkd: 127637.2266, d_vqgan: 145617.2969
[2025-05-30 05:18:31] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2314, logits_fake: -0.2168
[2025-05-30 05:18:31] (step=0050600) Train Loss: 0.9083, Train Steps/Sec: 1.14
[2025-05-30 05:19:58] (Generator) rec_loss: 0.0359, perceptual_loss: 0.2314, vq_loss: 0.0232, commit_loss: 0.0058, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: 0.0742, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1242, d_vqkd: 127794.0391, d_vqgan: 144031.7344
[2025-05-30 05:19:59] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1377, logits_fake: -0.1484
[2025-05-30 05:19:59] (step=0050700) Train Loss: 0.9418, Train Steps/Sec: 1.14
[2025-05-30 05:21:26] (Generator) rec_loss: 0.0538, perceptual_loss: 0.2344, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9131, generator_adv_loss: 0.0732, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1214, d_vqkd: 129248.6484, d_vqgan: 145212.9062
[2025-05-30 05:21:27] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1611, logits_fake: -0.1465
[2025-05-30 05:21:27] (step=0050800) Train Loss: 0.8888, Train Steps/Sec: 1.14
[2025-05-30 05:22:54] (Generator) rec_loss: 0.0367, perceptual_loss: 0.2441, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9200, generator_adv_loss: 0.0835, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1342, d_vqkd: 128266.0391, d_vqgan: 145381.0469
[2025-05-30 05:22:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1748, logits_fake: -0.1670
[2025-05-30 05:22:54] (step=0050900) Train Loss: 0.9073, Train Steps/Sec: 1.14
[2025-05-30 05:24:21] (Generator) rec_loss: 0.0332, perceptual_loss: 0.2051, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9202, generator_adv_loss: 0.0703, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1148, d_vqkd: 128146.8906, d_vqgan: 145123.7188
[2025-05-30 05:24:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1426, logits_fake: -0.1406
[2025-05-30 05:24:22] (step=0051000) Train Loss: 0.9276, Train Steps/Sec: 1.14
[2025-05-30 05:25:49] (Generator) rec_loss: 0.0297, perceptual_loss: 0.1885, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: -0.0747, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1259, d_vqkd: 128440.7031, d_vqgan: 146033.2188
[2025-05-30 05:25:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1455, logits_fake: 0.1494
[2025-05-30 05:25:49] (step=0051100) Train Loss: 0.9289, Train Steps/Sec: 1.14
[2025-05-30 05:27:17] (Generator) rec_loss: 0.0436, perceptual_loss: 0.2197, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9188, generator_adv_loss: 0.0047, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1332, d_vqkd: 128034.2891, d_vqgan: 144952.3906
[2025-05-30 05:27:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0135, logits_fake: -0.0093
[2025-05-30 05:27:17] (step=0051200) Train Loss: 0.8895, Train Steps/Sec: 1.14
[2025-05-30 05:28:44] (Generator) rec_loss: 0.0361, perceptual_loss: 0.2051, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: 0.0238, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1302, d_vqkd: 128900.8906, d_vqgan: 144883.8594
[2025-05-30 05:28:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0483, logits_fake: -0.0476
[2025-05-30 05:28:45] (step=0051300) Train Loss: 0.9193, Train Steps/Sec: 1.14
[2025-05-30 05:30:12] (Generator) rec_loss: 0.0331, perceptual_loss: 0.2314, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.0444, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1338, d_vqkd: 127615.2734, d_vqgan: 144062.6719
[2025-05-30 05:30:12] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1011, logits_fake: 0.0889
[2025-05-30 05:30:12] (step=0051400) Train Loss: 0.9116, Train Steps/Sec: 1.14
[2025-05-30 05:31:40] (Generator) rec_loss: 0.0472, perceptual_loss: 0.2266, vq_loss: 0.0258, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9192, generator_adv_loss: 0.0791, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1281, d_vqkd: 128725.5312, d_vqgan: 145869.2500
[2025-05-30 05:31:40] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1582
[2025-05-30 05:31:40] (step=0051500) Train Loss: 0.8816, Train Steps/Sec: 1.14
[2025-05-30 05:33:07] (Generator) rec_loss: 0.0457, perceptual_loss: 0.2402, vq_loss: 0.0254, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9190, generator_adv_loss: 0.1030, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1317, d_vqkd: 129031.2812, d_vqgan: 144758.6250
[2025-05-30 05:33:08] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2363, logits_fake: -0.2061
[2025-05-30 05:33:08] (step=0051600) Train Loss: 0.8840, Train Steps/Sec: 1.14
[2025-05-30 05:34:35] (Generator) rec_loss: 0.0432, perceptual_loss: 0.1914, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9168, generator_adv_loss: -0.2393, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1216, d_vqkd: 128583.5078, d_vqgan: 145208.3125
[2025-05-30 05:34:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.4824, logits_fake: 0.4785
[2025-05-30 05:34:35] (step=0051700) Train Loss: 0.9198, Train Steps/Sec: 1.14
[2025-05-30 05:36:03] (Generator) rec_loss: 0.0294, perceptual_loss: 0.1963, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9151, generator_adv_loss: -0.2451, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1333, d_vqkd: 128747.8125, d_vqgan: 145489.4375
[2025-05-30 05:36:03] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.4551, logits_fake: 0.4902
[2025-05-30 05:36:03] (step=0051800) Train Loss: 0.8561, Train Steps/Sec: 1.14
[2025-05-30 05:37:30] (Generator) rec_loss: 0.0457, perceptual_loss: 0.2266, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: -0.1094, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1217, d_vqkd: 128563.3750, d_vqgan: 145001.1250
[2025-05-30 05:37:31] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.2256, logits_fake: 0.2188
[2025-05-30 05:37:31] (step=0051900) Train Loss: 0.9039, Train Steps/Sec: 1.14
[2025-05-30 05:38:58] (Generator) rec_loss: 0.0376, perceptual_loss: 0.2197, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9167, generator_adv_loss: 0.0225, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1212, d_vqkd: 128380.2109, d_vqgan: 144966.1562
[2025-05-30 05:38:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0476, logits_fake: -0.0449
[2025-05-30 05:38:59] (step=0052000) Train Loss: 0.8884, Train Steps/Sec: 1.14
[2025-05-30 05:40:26] (Generator) rec_loss: 0.0411, perceptual_loss: 0.2236, vq_loss: 0.0233, commit_loss: 0.0058, entropy_loss: 0.0000, codebook_usage: 0.9173, generator_adv_loss: 0.0430, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1158, d_vqkd: 127421.0234, d_vqgan: 143697.6719
[2025-05-30 05:40:26] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0981, logits_fake: -0.0859
[2025-05-30 05:40:26] (step=0052100) Train Loss: 0.9447, Train Steps/Sec: 1.14
[2025-05-30 05:41:53] (Generator) rec_loss: 0.0399, perceptual_loss: 0.2021, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9188, generator_adv_loss: 0.0500, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1348, d_vqkd: 128644.3203, d_vqgan: 145453.1094
[2025-05-30 05:41:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1035, logits_fake: -0.1001
[2025-05-30 05:41:54] (step=0052200) Train Loss: 0.9353, Train Steps/Sec: 1.14
[2025-05-30 05:43:21] (Generator) rec_loss: 0.0373, perceptual_loss: 0.2246, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: -0.0109, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1218, d_vqkd: 129297.4688, d_vqgan: 144782.2969
[2025-05-30 05:43:22] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0167, logits_fake: 0.0217
[2025-05-30 05:43:22] (step=0052300) Train Loss: 0.9121, Train Steps/Sec: 1.14
[2025-05-30 05:44:49] (Generator) rec_loss: 0.0511, perceptual_loss: 0.2559, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9178, generator_adv_loss: 0.0786, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1201, d_vqkd: 129038.7891, d_vqgan: 144397.6875
[2025-05-30 05:44:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1621, logits_fake: -0.1572
[2025-05-30 05:44:49] (step=0052400) Train Loss: 0.9239, Train Steps/Sec: 1.14
[2025-05-30 05:46:16] (Generator) rec_loss: 0.0476, perceptual_loss: 0.2266, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9162, generator_adv_loss: -0.0679, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1189, d_vqkd: 128905.4297, d_vqgan: 145950.6094
[2025-05-30 05:46:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1328, logits_fake: 0.1357
[2025-05-30 05:46:17] (step=0052500) Train Loss: 0.8739, Train Steps/Sec: 1.14
[2025-05-30 05:47:44] (Generator) rec_loss: 0.0436, perceptual_loss: 0.2412, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: 0.1689, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1385, d_vqkd: 128631.7578, d_vqgan: 145383.7188
[2025-05-30 05:47:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3438, logits_fake: -0.3379
[2025-05-30 05:47:45] (step=0052600) Train Loss: 0.9428, Train Steps/Sec: 1.14
[2025-05-30 05:49:12] (Generator) rec_loss: 0.0489, perceptual_loss: 0.2188, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9165, generator_adv_loss: -0.0942, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1116, d_vqkd: 128061.5234, d_vqgan: 144991.0938
[2025-05-30 05:49:12] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1963, logits_fake: 0.1885
[2025-05-30 05:49:12] (step=0052700) Train Loss: 0.9206, Train Steps/Sec: 1.14
[2025-05-30 05:50:39] (Generator) rec_loss: 0.0479, perceptual_loss: 0.2324, vq_loss: 0.0258, commit_loss: 0.0065, entropy_loss: 0.0000, codebook_usage: 0.9211, generator_adv_loss: -0.0146, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1260, d_vqkd: 129357.9453, d_vqgan: 145743.0625
[2025-05-30 05:50:40] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0425, logits_fake: 0.0293
[2025-05-30 05:50:40] (step=0052800) Train Loss: 0.9052, Train Steps/Sec: 1.14
[2025-05-30 05:52:07] (Generator) rec_loss: 0.0272, perceptual_loss: 0.1797, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9178, generator_adv_loss: -0.0078, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1222, d_vqkd: 128158.1953, d_vqgan: 144767.5469
[2025-05-30 05:52:08] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0219, logits_fake: 0.0156
[2025-05-30 05:52:08] (step=0052900) Train Loss: 0.9730, Train Steps/Sec: 1.14
[2025-05-30 05:53:35] (Generator) rec_loss: 0.0360, perceptual_loss: 0.2012, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9141, generator_adv_loss: -0.2197, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1338, d_vqkd: 128979.5469, d_vqgan: 145422.4375
[2025-05-30 05:53:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.4375, logits_fake: 0.4395
[2025-05-30 05:53:35] (step=0053000) Train Loss: 0.8950, Train Steps/Sec: 1.14
[2025-05-30 05:55:02] (Generator) rec_loss: 0.0793, perceptual_loss: 0.3203, vq_loss: 0.0244, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9160, generator_adv_loss: 0.0583, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1585, d_vqkd: 127885.6641, d_vqgan: 144494.9062
[2025-05-30 05:55:03] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1011, logits_fake: -0.1167
[2025-05-30 05:55:03] (step=0053100) Train Loss: 0.9103, Train Steps/Sec: 1.14
[2025-05-30 05:56:30] (Generator) rec_loss: 0.0435, perceptual_loss: 0.2256, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: 0.0991, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1215, d_vqkd: 128577.0625, d_vqgan: 144180.9844
[2025-05-30 05:56:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2012, logits_fake: -0.1982
[2025-05-30 05:56:30] (step=0053200) Train Loss: 0.9525, Train Steps/Sec: 1.14
[2025-05-30 05:57:58] (Generator) rec_loss: 0.0299, perceptual_loss: 0.1973, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9180, generator_adv_loss: -0.1494, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1292, d_vqkd: 128671.3672, d_vqgan: 145637.2656
[2025-05-30 05:57:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2969, logits_fake: 0.2988
[2025-05-30 05:57:58] (step=0053300) Train Loss: 0.8980, Train Steps/Sec: 1.14
[2025-05-30 05:59:25] (Generator) rec_loss: 0.0439, perceptual_loss: 0.2217, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: 0.0132, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1274, d_vqkd: 128080.3281, d_vqgan: 144948.1719
[2025-05-30 05:59:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0295, logits_fake: -0.0264
[2025-05-30 05:59:26] (step=0053400) Train Loss: 0.9150, Train Steps/Sec: 1.14
[2025-05-30 06:00:53] (Generator) rec_loss: 0.0378, perceptual_loss: 0.2158, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: 0.3145, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1243, d_vqkd: 128575.3906, d_vqgan: 144574.6875
[2025-05-30 06:00:53] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.6094, logits_fake: -0.6289
[2025-05-30 06:00:53] (step=0053500) Train Loss: 0.9616, Train Steps/Sec: 1.14
[2025-05-30 06:02:21] (Generator) rec_loss: 0.0596, perceptual_loss: 0.2383, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9185, generator_adv_loss: 0.1123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1433, d_vqkd: 128226.3281, d_vqgan: 144688.1406
[2025-05-30 06:02:21] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2402, logits_fake: -0.2246
[2025-05-30 06:02:21] (step=0053600) Train Loss: 0.9450, Train Steps/Sec: 1.14
[2025-05-30 06:03:48] (Generator) rec_loss: 0.0308, perceptual_loss: 0.2002, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9208, generator_adv_loss: -0.0364, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1223, d_vqkd: 128637.7188, d_vqgan: 144883.8125
[2025-05-30 06:03:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0698, logits_fake: 0.0728
[2025-05-30 06:03:49] (step=0053700) Train Loss: 0.9178, Train Steps/Sec: 1.14
[2025-05-30 06:05:16] (Generator) rec_loss: 0.0277, perceptual_loss: 0.2002, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9180, generator_adv_loss: -0.1011, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1280, d_vqkd: 129370.2656, d_vqgan: 145543.7500
[2025-05-30 06:05:16] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2178, logits_fake: 0.2021
[2025-05-30 06:05:16] (step=0053800) Train Loss: 0.9036, Train Steps/Sec: 1.14
[2025-05-30 06:06:44] (Generator) rec_loss: 0.0269, perceptual_loss: 0.1865, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9206, generator_adv_loss: -0.1855, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1290, d_vqkd: 128859.2344, d_vqgan: 144713.0781
[2025-05-30 06:06:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3711, logits_fake: 0.3711
[2025-05-30 06:06:44] (step=0053900) Train Loss: 0.8625, Train Steps/Sec: 1.14
[2025-05-30 06:08:12] (Generator) rec_loss: 0.0409, perceptual_loss: 0.2188, vq_loss: 0.0236, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9188, generator_adv_loss: -0.0991, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1130, d_vqkd: 127277.2109, d_vqgan: 145074.7969
[2025-05-30 06:08:12] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1689, logits_fake: 0.1982
[2025-05-30 06:08:12] (step=0054000) Train Loss: 0.9179, Train Steps/Sec: 1.14
[2025-05-30 06:09:39] (Generator) rec_loss: 0.0493, perceptual_loss: 0.2295, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: 0.1895, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1317, d_vqkd: 127437.5547, d_vqgan: 145676.1875
[2025-05-30 06:09:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3750, logits_fake: -0.3789
[2025-05-30 06:09:40] (step=0054100) Train Loss: 0.9408, Train Steps/Sec: 1.14
[2025-05-30 06:11:07] (Generator) rec_loss: 0.0616, perceptual_loss: 0.2500, vq_loss: 0.0258, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9208, generator_adv_loss: 0.1455, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1252, d_vqkd: 129674.8125, d_vqgan: 145534.7812
[2025-05-30 06:11:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2852, logits_fake: -0.2910
[2025-05-30 06:11:07] (step=0054200) Train Loss: 0.9527, Train Steps/Sec: 1.14
[2025-05-30 06:12:34] (Generator) rec_loss: 0.0504, perceptual_loss: 0.2295, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9149, generator_adv_loss: 0.0518, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1102, d_vqkd: 128683.5703, d_vqgan: 145423.3750
[2025-05-30 06:12:35] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1172, logits_fake: -0.1035
[2025-05-30 06:12:35] (step=0054300) Train Loss: 0.9150, Train Steps/Sec: 1.14
[2025-05-30 06:14:02] (Generator) rec_loss: 0.0315, perceptual_loss: 0.2012, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: 0.0496, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1346, d_vqkd: 128774.2422, d_vqgan: 144618.7031
[2025-05-30 06:14:02] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1216, logits_fake: -0.0991
[2025-05-30 06:14:02] (step=0054400) Train Loss: 0.9156, Train Steps/Sec: 1.14
[2025-05-30 06:15:30] (Generator) rec_loss: 0.0647, perceptual_loss: 0.2441, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9207, generator_adv_loss: -0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1436, d_vqkd: 128633.0625, d_vqgan: 145377.5000
[2025-05-30 06:15:30] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1504, logits_fake: 0.1387
[2025-05-30 06:15:30] (step=0054500) Train Loss: 0.9008, Train Steps/Sec: 1.14
[2025-05-30 06:16:57] (Generator) rec_loss: 0.0421, perceptual_loss: 0.2197, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9192, generator_adv_loss: 0.0240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1265, d_vqkd: 129543.7500, d_vqgan: 144885.8125
[2025-05-30 06:16:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0535, logits_fake: -0.0481
[2025-05-30 06:16:58] (step=0054600) Train Loss: 0.9119, Train Steps/Sec: 1.14
[2025-05-30 06:18:25] (Generator) rec_loss: 0.0464, perceptual_loss: 0.2324, vq_loss: 0.0263, commit_loss: 0.0066, entropy_loss: 0.0000, codebook_usage: 0.9157, generator_adv_loss: -0.1113, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1380, d_vqkd: 129732.3203, d_vqgan: 144685.4531
[2025-05-30 06:18:26] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.2109, logits_fake: 0.2227
[2025-05-30 06:18:26] (step=0054700) Train Loss: 0.8691, Train Steps/Sec: 1.14
[2025-05-30 06:19:53] (Generator) rec_loss: 0.0508, perceptual_loss: 0.2070, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: -0.0889, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1362, d_vqkd: 128590.1406, d_vqgan: 145456.3594
[2025-05-30 06:19:53] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1641, logits_fake: 0.1777
[2025-05-30 06:19:53] (step=0054800) Train Loss: 0.8915, Train Steps/Sec: 1.14
[2025-05-30 06:21:20] (Generator) rec_loss: 0.0882, perceptual_loss: 0.3184, vq_loss: 0.0242, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: -0.0342, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1631, d_vqkd: 127860.6406, d_vqgan: 145022.8438
[2025-05-30 06:21:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0796, logits_fake: 0.0684
[2025-05-30 06:21:21] (step=0054900) Train Loss: 0.9165, Train Steps/Sec: 1.14
[2025-05-30 06:22:48] (Generator) rec_loss: 0.0399, perceptual_loss: 0.2246, vq_loss: 0.0243, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9188, generator_adv_loss: -0.0223, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1316, d_vqkd: 128192.5625, d_vqgan: 145022.1406
[2025-05-30 06:22:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0483, logits_fake: 0.0447
[2025-05-30 06:22:49] (step=0055000) Train Loss: 0.9070, Train Steps/Sec: 1.14
[2025-05-30 06:22:53] Saved checkpoint to ck_tokenflow_clipb_finetune_decoder/002-TokenFlow/checkpoints/0055000.pt
[2025-05-30 06:24:20] (Generator) rec_loss: 0.0555, perceptual_loss: 0.2207, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9160, generator_adv_loss: 0.1011, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1256, d_vqkd: 128513.4297, d_vqgan: 144758.4531
[2025-05-30 06:24:21] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.1787, logits_fake: -0.2021
[2025-05-30 06:24:21] (step=0055100) Train Loss: 0.8686, Train Steps/Sec: 1.09
[2025-05-30 06:25:48] (Generator) rec_loss: 0.0268, perceptual_loss: 0.2227, vq_loss: 0.0240, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9195, generator_adv_loss: 0.0344, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1232, d_vqkd: 127458.3125, d_vqgan: 144125.7344
[2025-05-30 06:25:48] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0498, logits_fake: -0.0688
[2025-05-30 06:25:48] (step=0055200) Train Loss: 0.9264, Train Steps/Sec: 1.14
[2025-05-30 06:27:16] (Generator) rec_loss: 0.0283, perceptual_loss: 0.1787, vq_loss: 0.0240, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: 0.1807, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1104, d_vqkd: 128159.4922, d_vqgan: 145186.6719
[2025-05-30 06:27:16] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.3438, logits_fake: -0.3613
[2025-05-30 06:27:16] (step=0055300) Train Loss: 0.8957, Train Steps/Sec: 1.14
[2025-05-30 06:28:43] (Generator) rec_loss: 0.0626, perceptual_loss: 0.2354, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9172, generator_adv_loss: 0.2227, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1359, d_vqkd: 128093.2812, d_vqgan: 145705.1562
[2025-05-30 06:28:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.4531, logits_fake: -0.4453
[2025-05-30 06:28:44] (step=0055400) Train Loss: 0.9165, Train Steps/Sec: 1.14
[2025-05-30 06:30:11] (Generator) rec_loss: 0.0446, perceptual_loss: 0.1992, vq_loss: 0.0229, commit_loss: 0.0057, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: 0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1304, d_vqkd: 127283.8828, d_vqgan: 144919.6094
[2025-05-30 06:30:11] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1475, logits_fake: -0.1377
[2025-05-30 06:30:11] (step=0055500) Train Loss: 0.8400, Train Steps/Sec: 1.14
[2025-05-30 06:31:39] (Generator) rec_loss: 0.0422, perceptual_loss: 0.2305, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9207, generator_adv_loss: 0.2090, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1283, d_vqkd: 129206.8516, d_vqgan: 145477.3281
[2025-05-30 06:31:39] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.4102, logits_fake: -0.4180
[2025-05-30 06:31:39] (step=0055600) Train Loss: 0.9124, Train Steps/Sec: 1.14
[2025-05-30 06:33:06] (Generator) rec_loss: 0.0360, perceptual_loss: 0.2217, vq_loss: 0.0238, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: 0.2656, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1289, d_vqkd: 127603.6641, d_vqgan: 144234.3594
[2025-05-30 06:33:07] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.5273, logits_fake: -0.5312
[2025-05-30 06:33:07] (step=0055700) Train Loss: 0.9023, Train Steps/Sec: 1.14
[2025-05-30 06:34:34] (Generator) rec_loss: 0.0433, perceptual_loss: 0.2041, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: 0.1582, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1380, d_vqkd: 128802.2266, d_vqgan: 145725.4531
[2025-05-30 06:34:35] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.3438, logits_fake: -0.3164
[2025-05-30 06:34:35] (step=0055800) Train Loss: 0.9185, Train Steps/Sec: 1.14
[2025-05-30 06:36:02] (Generator) rec_loss: 0.0704, perceptual_loss: 0.2852, vq_loss: 0.0238, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9197, generator_adv_loss: 0.1592, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1603, d_vqkd: 127534.6406, d_vqgan: 144676.8750
[2025-05-30 06:36:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3125, logits_fake: -0.3184
[2025-05-30 06:36:02] (step=0055900) Train Loss: 0.9401, Train Steps/Sec: 1.14
[2025-05-30 06:37:30] (Generator) rec_loss: 0.0392, perceptual_loss: 0.2061, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: 0.0264, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1132, d_vqkd: 128800.7969, d_vqgan: 145094.8594
[2025-05-30 06:37:30] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0728, logits_fake: -0.0527
[2025-05-30 06:37:30] (step=0056000) Train Loss: 0.8510, Train Steps/Sec: 1.14
[2025-05-30 06:38:57] (Generator) rec_loss: 0.0494, perceptual_loss: 0.2129, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9153, generator_adv_loss: -0.0065, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1302, d_vqkd: 128598.6641, d_vqgan: 145234.4688
[2025-05-30 06:38:58] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0057, logits_fake: 0.0129
[2025-05-30 06:38:58] (step=0056100) Train Loss: 0.8957, Train Steps/Sec: 1.14
[2025-05-30 06:40:25] (Generator) rec_loss: 0.0413, perceptual_loss: 0.2422, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9171, generator_adv_loss: 0.2617, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1272, d_vqkd: 129409.2656, d_vqgan: 145184.8750
[2025-05-30 06:40:26] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.4922, logits_fake: -0.5234
[2025-05-30 06:40:26] (step=0056200) Train Loss: 0.9324, Train Steps/Sec: 1.14
[2025-05-30 06:41:53] (Generator) rec_loss: 0.0470, perceptual_loss: 0.2441, vq_loss: 0.0235, commit_loss: 0.0059, entropy_loss: 0.0000, codebook_usage: 0.9172, generator_adv_loss: 0.1094, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1276, d_vqkd: 128040.7891, d_vqgan: 145075.5938
[2025-05-30 06:41:53] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: -0.1797, logits_fake: -0.2188
[2025-05-30 06:41:53] (step=0056300) Train Loss: 0.9090, Train Steps/Sec: 1.14
[2025-05-30 06:43:20] (Generator) rec_loss: 0.0433, perceptual_loss: 0.2324, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9150, generator_adv_loss: 0.1436, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1374, d_vqkd: 127377.7812, d_vqgan: 144648.1250
[2025-05-30 06:43:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2793, logits_fake: -0.2871
[2025-05-30 06:43:21] (step=0056400) Train Loss: 0.9030, Train Steps/Sec: 1.14
[2025-05-30 06:44:48] (Generator) rec_loss: 0.0326, perceptual_loss: 0.1895, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: 0.0067, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1086, d_vqkd: 128313.5547, d_vqgan: 144484.0156
[2025-05-30 06:44:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0057, logits_fake: -0.0133
[2025-05-30 06:44:49] (step=0056500) Train Loss: 0.8804, Train Steps/Sec: 1.14
[2025-05-30 06:46:16] (Generator) rec_loss: 0.0338, perceptual_loss: 0.2275, vq_loss: 0.0249, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9153, generator_adv_loss: -0.0742, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1280, d_vqkd: 127872.8906, d_vqgan: 145009.1719
[2025-05-30 06:46:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1484, logits_fake: 0.1484
[2025-05-30 06:46:16] (step=0056600) Train Loss: 0.8978, Train Steps/Sec: 1.14
[2025-05-30 06:47:43] (Generator) rec_loss: 0.0519, perceptual_loss: 0.2354, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9199, generator_adv_loss: -0.1416, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1289, d_vqkd: 129085.7969, d_vqgan: 145269.6562
[2025-05-30 06:47:44] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.2598, logits_fake: 0.2832
[2025-05-30 06:47:44] (step=0056700) Train Loss: 0.8795, Train Steps/Sec: 1.14
[2025-05-30 06:49:11] (Generator) rec_loss: 0.0398, perceptual_loss: 0.2051, vq_loss: 0.0240, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: -0.1377, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1257, d_vqkd: 128559.8438, d_vqgan: 144651.6562
[2025-05-30 06:49:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2773, logits_fake: 0.2754
[2025-05-30 06:49:11] (step=0056800) Train Loss: 0.9508, Train Steps/Sec: 1.14
[2025-05-30 06:50:39] (Generator) rec_loss: 0.0474, perceptual_loss: 0.2178, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9159, generator_adv_loss: -0.1846, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1251, d_vqkd: 128677.8438, d_vqgan: 145283.2188
[2025-05-30 06:50:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3633, logits_fake: 0.3691
[2025-05-30 06:50:39] (step=0056900) Train Loss: 0.8826, Train Steps/Sec: 1.14
[2025-05-30 06:52:06] (Generator) rec_loss: 0.0591, perceptual_loss: 0.2412, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9206, generator_adv_loss: -0.2910, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1181, d_vqkd: 129480.1406, d_vqgan: 145810.4062
[2025-05-30 06:52:07] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.5938, logits_fake: 0.5820
[2025-05-30 06:52:07] (step=0057000) Train Loss: 0.9051, Train Steps/Sec: 1.14
[2025-05-30 06:53:34] (Generator) rec_loss: 0.0395, perceptual_loss: 0.2148, vq_loss: 0.0250, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9150, generator_adv_loss: -0.2197, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1338, d_vqkd: 128953.8750, d_vqgan: 145601.0312
[2025-05-30 06:53:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.4375, logits_fake: 0.4395
[2025-05-30 06:53:35] (step=0057100) Train Loss: 0.8868, Train Steps/Sec: 1.14
[2025-05-30 06:55:02] (Generator) rec_loss: 0.0405, perceptual_loss: 0.2139, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9184, generator_adv_loss: -0.0598, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1124, d_vqkd: 128824.2188, d_vqgan: 145687.5938
[2025-05-30 06:55:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1206, logits_fake: 0.1196
[2025-05-30 06:55:03] (step=0057200) Train Loss: 0.8607, Train Steps/Sec: 1.14
[2025-05-30 06:56:30] (Generator) rec_loss: 0.0338, perceptual_loss: 0.2246, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: 0.0262, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1151, d_vqkd: 129297.1094, d_vqgan: 144833.7500
[2025-05-30 06:56:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0513, logits_fake: -0.0525
[2025-05-30 06:56:30] (step=0057300) Train Loss: 0.9364, Train Steps/Sec: 1.14
[2025-05-30 06:57:57] (Generator) rec_loss: 0.0332, perceptual_loss: 0.2051, vq_loss: 0.0255, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9195, generator_adv_loss: -0.1357, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1227, d_vqkd: 128867.6953, d_vqgan: 144758.7656
[2025-05-30 06:57:58] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.2617, logits_fake: 0.2715
[2025-05-30 06:57:58] (step=0057400) Train Loss: 0.9019, Train Steps/Sec: 1.14
[2025-05-30 06:59:25] (Generator) rec_loss: 0.0419, perceptual_loss: 0.2129, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9174, generator_adv_loss: 0.1387, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1271, d_vqkd: 128880.8438, d_vqgan: 145266.9375
[2025-05-30 06:59:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2715, logits_fake: -0.2773
[2025-05-30 06:59:26] (step=0057500) Train Loss: 0.9120, Train Steps/Sec: 1.14
[2025-05-30 07:00:53] (Generator) rec_loss: 0.0409, perceptual_loss: 0.2002, vq_loss: 0.0240, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9210, generator_adv_loss: 0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1273, d_vqkd: 128110.7656, d_vqgan: 145521.5469
[2025-05-30 07:00:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1445, logits_fake: -0.1416
[2025-05-30 07:00:53] (step=0057600) Train Loss: 0.8851, Train Steps/Sec: 1.14
[2025-05-30 07:02:20] (Generator) rec_loss: 0.0426, perceptual_loss: 0.1992, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9186, generator_adv_loss: -0.0214, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1241, d_vqkd: 128343.6328, d_vqgan: 145552.0625
[2025-05-30 07:02:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0449, logits_fake: 0.0427
[2025-05-30 07:02:21] (step=0057700) Train Loss: 0.8798, Train Steps/Sec: 1.14
[2025-05-30 07:03:48] (Generator) rec_loss: 0.0292, perceptual_loss: 0.1660, vq_loss: 0.0241, commit_loss: 0.0060, entropy_loss: 0.0000, codebook_usage: 0.9150, generator_adv_loss: 0.0996, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1248, d_vqkd: 128327.7500, d_vqgan: 144581.3750
[2025-05-30 07:03:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1963, logits_fake: -0.1992
[2025-05-30 07:03:48] (step=0057800) Train Loss: 0.9241, Train Steps/Sec: 1.14
[2025-05-30 07:05:15] (Generator) rec_loss: 0.0587, perceptual_loss: 0.2500, vq_loss: 0.0257, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9158, generator_adv_loss: 0.1895, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1456, d_vqkd: 128805.7266, d_vqgan: 145271.3438
[2025-05-30 07:05:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3770, logits_fake: -0.3789
[2025-05-30 07:05:16] (step=0057900) Train Loss: 0.9272, Train Steps/Sec: 1.14
[2025-05-30 07:06:43] (Generator) rec_loss: 0.0493, perceptual_loss: 0.2305, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9193, generator_adv_loss: 0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1416, d_vqkd: 128234.0781, d_vqgan: 145959.7031
[2025-05-30 07:06:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1543, logits_fake: -0.1553
[2025-05-30 07:06:43] (step=0058000) Train Loss: 0.9553, Train Steps/Sec: 1.14
[2025-05-30 07:08:11] (Generator) rec_loss: 0.0402, perceptual_loss: 0.2178, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9211, generator_adv_loss: 0.0135, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1177, d_vqkd: 128767.2188, d_vqgan: 145199.3281
[2025-05-30 07:08:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0269, logits_fake: -0.0270
[2025-05-30 07:08:11] (step=0058100) Train Loss: 0.8941, Train Steps/Sec: 1.14
[2025-05-30 07:09:38] (Generator) rec_loss: 0.0590, perceptual_loss: 0.2217, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9183, generator_adv_loss: 0.1216, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1222, d_vqkd: 128766.2500, d_vqgan: 145097.5312
[2025-05-30 07:09:39] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2695, logits_fake: -0.2432
[2025-05-30 07:09:39] (step=0058200) Train Loss: 0.9311, Train Steps/Sec: 1.14
[2025-05-30 07:11:06] (Generator) rec_loss: 0.0541, perceptual_loss: 0.2344, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: -0.1943, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1254, d_vqkd: 129183.7969, d_vqgan: 144796.2344
[2025-05-30 07:11:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.3926, logits_fake: 0.3887
[2025-05-30 07:11:06] (step=0058300) Train Loss: 0.9046, Train Steps/Sec: 1.14
[2025-05-30 07:12:13] Beginning epoch 4...
[2025-05-30 07:12:34] (Generator) rec_loss: 0.0350, perceptual_loss: 0.2148, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: -0.0496, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1056, d_vqkd: 128563.8750, d_vqgan: 145273.5312
[2025-05-30 07:12:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0986, logits_fake: 0.0991
[2025-05-30 07:12:35] (step=0058400) Train Loss: 0.9122, Train Steps/Sec: 1.13
[2025-05-30 07:14:02] (Generator) rec_loss: 0.0368, perceptual_loss: 0.2070, vq_loss: 0.0248, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: 0.1699, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1353, d_vqkd: 128733.5781, d_vqgan: 144604.1562
[2025-05-30 07:14:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3418, logits_fake: -0.3398
[2025-05-30 07:14:03] (step=0058500) Train Loss: 0.8990, Train Steps/Sec: 1.14
[2025-05-30 07:15:30] (Generator) rec_loss: 0.0345, perceptual_loss: 0.2031, vq_loss: 0.0254, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9179, generator_adv_loss: 0.1069, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1227, d_vqkd: 128477.2891, d_vqgan: 145938.9062
[2025-05-30 07:15:30] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2402, logits_fake: -0.2139
[2025-05-30 07:15:30] (step=0058600) Train Loss: 0.9386, Train Steps/Sec: 1.14
[2025-05-30 07:16:57] (Generator) rec_loss: 0.0481, perceptual_loss: 0.2393, vq_loss: 0.0250, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9160, generator_adv_loss: -0.0364, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1127, d_vqkd: 128711.2344, d_vqgan: 145155.1094
[2025-05-30 07:16:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0718, logits_fake: 0.0728
[2025-05-30 07:16:58] (step=0058700) Train Loss: 0.8731, Train Steps/Sec: 1.14
[2025-05-30 07:18:25] (Generator) rec_loss: 0.0444, perceptual_loss: 0.2422, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9161, generator_adv_loss: 0.1006, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1207, d_vqkd: 128384.9766, d_vqgan: 144400.6562
[2025-05-30 07:18:26] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1689, logits_fake: -0.2012
[2025-05-30 07:18:26] (step=0058800) Train Loss: 0.9721, Train Steps/Sec: 1.14
[2025-05-30 07:19:53] (Generator) rec_loss: 0.0899, perceptual_loss: 0.2812, vq_loss: 0.0245, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9177, generator_adv_loss: 0.1709, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1411, d_vqkd: 127292.8438, d_vqgan: 145460.2656
[2025-05-30 07:19:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3516, logits_fake: -0.3418
[2025-05-30 07:19:53] (step=0058900) Train Loss: 0.9101, Train Steps/Sec: 1.14
[2025-05-30 07:21:20] (Generator) rec_loss: 0.0625, perceptual_loss: 0.2422, vq_loss: 0.0257, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9178, generator_adv_loss: -0.0596, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1297, d_vqkd: 128579.7109, d_vqgan: 145465.5000
[2025-05-30 07:21:21] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1475, logits_fake: 0.1191
[2025-05-30 07:21:21] (step=0059000) Train Loss: 0.9129, Train Steps/Sec: 1.14
[2025-05-30 07:22:48] (Generator) rec_loss: 0.0486, perceptual_loss: 0.2363, vq_loss: 0.0256, commit_loss: 0.0064, entropy_loss: 0.0000, codebook_usage: 0.9168, generator_adv_loss: -0.0188, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1226, d_vqkd: 128819.6406, d_vqgan: 144545.5781
[2025-05-30 07:22:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0312, logits_fake: 0.0376
[2025-05-30 07:22:49] (step=0059100) Train Loss: 0.9363, Train Steps/Sec: 1.14
[2025-05-30 07:24:16] (Generator) rec_loss: 0.0416, perceptual_loss: 0.2119, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9205, generator_adv_loss: -0.0415, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1299, d_vqkd: 128448.3984, d_vqgan: 145369.4062
[2025-05-30 07:24:16] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0737, logits_fake: 0.0830
[2025-05-30 07:24:16] (step=0059200) Train Loss: 0.9099, Train Steps/Sec: 1.14
[2025-05-30 07:25:43] (Generator) rec_loss: 0.0384, perceptual_loss: 0.1953, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9168, generator_adv_loss: -0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1292, d_vqkd: 128962.1016, d_vqgan: 145539.0781
[2025-05-30 07:25:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1318, logits_fake: 0.1387
[2025-05-30 07:25:44] (step=0059300) Train Loss: 0.9390, Train Steps/Sec: 1.14
[2025-05-30 07:27:11] (Generator) rec_loss: 0.0488, perceptual_loss: 0.2207, vq_loss: 0.0252, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: 0.0554, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1265, d_vqkd: 128757.8594, d_vqgan: 144628.0938
[2025-05-30 07:27:12] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1245, logits_fake: -0.1108
[2025-05-30 07:27:12] (step=0059400) Train Loss: 0.8929, Train Steps/Sec: 1.14
[2025-05-30 07:28:39] (Generator) rec_loss: 0.0391, perceptual_loss: 0.2012, vq_loss: 0.0246, commit_loss: 0.0061, entropy_loss: 0.0000, codebook_usage: 0.9189, generator_adv_loss: 0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1148, d_vqkd: 128952.5781, d_vqgan: 145147.9375
[2025-05-30 07:28:39] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1455, logits_fake: -0.1348
[2025-05-30 07:28:39] (step=0059500) Train Loss: 0.9148, Train Steps/Sec: 1.14
[2025-05-30 07:30:07] (Generator) rec_loss: 0.0408, perceptual_loss: 0.1924, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9181, generator_adv_loss: 0.0537, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1370, d_vqkd: 128644.5625, d_vqgan: 144906.6406
[2025-05-30 07:30:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0977, logits_fake: -0.1074
[2025-05-30 07:30:07] (step=0059600) Train Loss: 0.9221, Train Steps/Sec: 1.14
[2025-05-30 07:31:34] (Generator) rec_loss: 0.0507, perceptual_loss: 0.2344, vq_loss: 0.0251, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9164, generator_adv_loss: -0.0630, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1445, d_vqkd: 129039.5781, d_vqgan: 144820.8125
[2025-05-30 07:31:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1226, logits_fake: 0.1260
[2025-05-30 07:31:35] (step=0059700) Train Loss: 0.9272, Train Steps/Sec: 1.14
[2025-05-30 07:33:02] (Generator) rec_loss: 0.0406, perceptual_loss: 0.2324, vq_loss: 0.0253, commit_loss: 0.0063, entropy_loss: 0.0000, codebook_usage: 0.9188, generator_adv_loss: -0.1357, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1262, d_vqkd: 128694.6719, d_vqgan: 145981.5156
[2025-05-30 07:33:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2656, logits_fake: 0.2715
[2025-05-30 07:33:02] (step=0059800) Train Loss: 0.9227, Train Steps/Sec: 1.14
[2025-05-30 07:34:30] (Generator) rec_loss: 0.0392, perceptual_loss: 0.2188, vq_loss: 0.0246, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9205, generator_adv_loss: -0.0679, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1153, d_vqkd: 128838.1875, d_vqgan: 145255.0938
[2025-05-30 07:34:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1357, logits_fake: 0.1357
[2025-05-30 07:34:30] (step=0059900) Train Loss: 0.9125, Train Steps/Sec: 1.14
[2025-05-30 07:35:57] (Generator) rec_loss: 0.0335, perceptual_loss: 0.1992, vq_loss: 0.0247, commit_loss: 0.0062, entropy_loss: 0.0000, codebook_usage: 0.9197, generator_adv_loss: -0.0356, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.1279, d_vqkd: 128445.7969, d_vqgan: 144596.0938
[2025-05-30 07:35:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0698, logits_fake: 0.0713
[2025-05-30 07:35:58] (step=0060000) Train Loss: 0.8744, Train Steps/Sec: 1.14