diff --git "a/log.txt" "b/log.txt"
--- "a/log.txt"
+++ "b/log.txt"
@@ -1640,3 +1640,1675 @@
 [2025-05-11 23:49:13] (Generator) rec_loss: 0.0779, perceptual_loss: 0.3691, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8944, generator_adv_loss: -0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3614
 [2025-05-11 23:49:13] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1094, logits_fake: 0.1445
 [2025-05-11 23:49:13] (step=0054000) Train Loss: 1.2907, Train Steps/Sec: 1.50
+[2025-05-11 23:50:19] (Generator) rec_loss: 0.0582, perceptual_loss: 0.3242, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9075, generator_adv_loss: 0.0776, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3528
+[2025-05-11 23:50:20] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1660, logits_fake: -0.1553
+[2025-05-11 23:50:20] (step=0054100) Train Loss: 1.2714, Train Steps/Sec: 1.50
+[2025-05-11 23:51:26] (Generator) rec_loss: 0.0493, perceptual_loss: 0.3496, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8964, generator_adv_loss: 0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3262
+[2025-05-11 23:51:26] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1484, logits_fake: -0.1523
+[2025-05-11 23:51:26] (step=0054200) Train Loss: 1.2937, Train Steps/Sec: 1.50
+[2025-05-11 23:52:32] (Generator) rec_loss: 0.0714, perceptual_loss: 0.3398, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8995, generator_adv_loss: -0.0923, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2958
+[2025-05-11 23:52:33] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.2109, logits_fake: 0.1846
+[2025-05-11 23:52:33] (step=0054300) Train Loss: 1.2545, Train Steps/Sec: 1.50
+[2025-05-11 23:53:39] (Generator) rec_loss: 0.0605, perceptual_loss: 0.3438, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9019, generator_adv_loss: 0.0459, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3394
+[2025-05-11 23:53:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0962, logits_fake: -0.0918
+[2025-05-11 23:53:39] (step=0054400) Train Loss: 1.2507, Train Steps/Sec: 1.50
+[2025-05-11 23:54:45] (Generator) rec_loss: 0.0754, perceptual_loss: 0.3672, vq_loss: 0.0160, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.9057, generator_adv_loss: 0.0605, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3791
+[2025-05-11 23:54:46] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1099, logits_fake: -0.1211
+[2025-05-11 23:54:46] (step=0054500) Train Loss: 1.3134, Train Steps/Sec: 1.51
+[2025-05-11 23:55:52] (Generator) rec_loss: 0.0524, perceptual_loss: 0.2969, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8932, generator_adv_loss: -0.0245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3350
+[2025-05-11 23:55:52] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0718, logits_fake: 0.0491
+[2025-05-11 23:55:52] (step=0054600) Train Loss: 1.2772, Train Steps/Sec: 1.50
+[2025-05-11 23:56:58] (Generator) rec_loss: 0.0565, perceptual_loss: 0.3398, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9125, generator_adv_loss: 0.0840, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3500
+[2025-05-11 23:56:59] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1426, logits_fake: -0.1680
+[2025-05-11 23:56:59] (step=0054700) Train Loss: 1.2569, Train Steps/Sec: 1.50
+[2025-05-11 23:58:05] (Generator) rec_loss: 0.0408, perceptual_loss: 0.3359, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9069, generator_adv_loss: 0.1226, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3507
+[2025-05-11 23:58:05] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: -0.2002, logits_fake: -0.2451
+[2025-05-11 23:58:05] (step=0054800) Train Loss: 1.2791, Train Steps/Sec: 1.50
+[2025-05-11 23:59:11] (Generator) rec_loss: 0.0578, perceptual_loss: 0.3184, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.8990, generator_adv_loss: 0.1074, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3080
+[2025-05-11 23:59:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2158, logits_fake: -0.2148
+[2025-05-11 23:59:12] (step=0054900) Train Loss: 1.2339, Train Steps/Sec: 1.50
+[2025-05-12 00:00:18] (Generator) rec_loss: 0.0561, perceptual_loss: 0.3125, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8836, generator_adv_loss: 0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3313
+[2025-05-12 00:00:18] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1670, logits_fake: -0.1836
+[2025-05-12 00:00:18] (step=0055000) Train Loss: 1.2164, Train Steps/Sec: 1.50
+[2025-05-12 00:00:22] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0055000.pt
+[2025-05-12 00:01:28] (Generator) rec_loss: 0.0691, perceptual_loss: 0.3516, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8889, generator_adv_loss: -0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3380
+[2025-05-12 00:01:28] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2070, logits_fake: 0.1836
+[2025-05-12 00:01:28] (step=0055100) Train Loss: 1.2670, Train Steps/Sec: 1.43
+[2025-05-12 00:02:35] (Generator) rec_loss: 0.0692, perceptual_loss: 0.3789, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.8901, generator_adv_loss: -0.1147, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3882
+[2025-05-12 00:02:35] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2412, logits_fake: 0.2295
+[2025-05-12 00:02:35] (step=0055200) Train Loss: 1.2244, Train Steps/Sec: 1.50
+[2025-05-12 00:03:41] (Generator) rec_loss: 0.0772, perceptual_loss: 0.3223, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.8981, generator_adv_loss: 0.0200, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3603
+[2025-05-12 00:03:41] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0615, logits_fake: -0.0400
+[2025-05-12 00:03:41] (step=0055300) Train Loss: 1.2643, Train Steps/Sec: 1.50
+[2025-05-12 00:04:48] (Generator) rec_loss: 0.0507, perceptual_loss: 0.3320, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9042, generator_adv_loss: -0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3354
+[2025-05-12 00:04:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0317, logits_fake: 0.0317
+[2025-05-12 00:04:48] (step=0055400) Train Loss: 1.2763, Train Steps/Sec: 1.50
+[2025-05-12 00:05:54] (Generator) rec_loss: 0.0497, perceptual_loss: 0.3418, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9057, generator_adv_loss: 0.0630, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3548
+[2025-05-12 00:05:54] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1055, logits_fake: -0.1260
+[2025-05-12 00:05:54] (step=0055500) Train Loss: 1.2525, Train Steps/Sec: 1.50
+[2025-05-12 00:07:01] (Generator) rec_loss: 0.0554, perceptual_loss: 0.3535, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9044, generator_adv_loss: -0.0757, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3052
+[2025-05-12 00:07:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1504, logits_fake: 0.1514
+[2025-05-12 00:07:01] (step=0055600) Train Loss: 1.2589, Train Steps/Sec: 1.50
+[2025-05-12 00:08:07] (Generator) rec_loss: 0.0700, perceptual_loss: 0.3438, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9053, generator_adv_loss: -0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3346
+[2025-05-12 00:08:08] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1050, logits_fake: 0.1387
+[2025-05-12 00:08:08] (step=0055700) Train Loss: 1.2411, Train Steps/Sec: 1.50
+[2025-05-12 00:09:14] (Generator) rec_loss: 0.0562, perceptual_loss: 0.3281, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9014, generator_adv_loss: 0.0205, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3523
+[2025-05-12 00:09:14] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0559, logits_fake: -0.0410
+[2025-05-12 00:09:14] (step=0055800) Train Loss: 1.2725, Train Steps/Sec: 1.50
+[2025-05-12 00:10:20] (Generator) rec_loss: 0.0606, perceptual_loss: 0.3340, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9127, generator_adv_loss: 0.0182, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3159
+[2025-05-12 00:10:21] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0322, logits_fake: -0.0364
+[2025-05-12 00:10:21] (step=0055900) Train Loss: 1.2642, Train Steps/Sec: 1.50
+[2025-05-12 00:11:27] (Generator) rec_loss: 0.0759, perceptual_loss: 0.3633, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9162, generator_adv_loss: 0.0583, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3452
+[2025-05-12 00:11:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1099, logits_fake: -0.1167
+[2025-05-12 00:11:27] (step=0056000) Train Loss: 1.2650, Train Steps/Sec: 1.50
+[2025-05-12 00:12:33] (Generator) rec_loss: 0.0842, perceptual_loss: 0.3398, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9082, generator_adv_loss: -0.0135, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3344
+[2025-05-12 00:12:34] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0588, logits_fake: 0.0270
+[2025-05-12 00:12:34] (step=0056100) Train Loss: 1.2698, Train Steps/Sec: 1.50
+[2025-05-12 00:13:40] (Generator) rec_loss: 0.0452, perceptual_loss: 0.3242, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9150, generator_adv_loss: -0.0245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3247
+[2025-05-12 00:13:40] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0630, logits_fake: 0.0491
+[2025-05-12 00:13:40] (step=0056200) Train Loss: 1.2443, Train Steps/Sec: 1.50
+[2025-05-12 00:14:46] (Generator) rec_loss: 0.0529, perceptual_loss: 0.3379, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9154, generator_adv_loss: -0.0459, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3567
+[2025-05-12 00:14:46] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0742, logits_fake: 0.0918
+[2025-05-12 00:14:46] (step=0056300) Train Loss: 1.2702, Train Steps/Sec: 1.50
+[2025-05-12 00:15:52] (Generator) rec_loss: 0.0451, perceptual_loss: 0.3418, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9117, generator_adv_loss: 0.1206, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3100
+[2025-05-12 00:15:53] (Discriminator) discriminator_adv_loss: 0.4863, disc_weight: 0.5000, logits_real: -0.1904, logits_fake: -0.2412
+[2025-05-12 00:15:53] (step=0056400) Train Loss: 1.2556, Train Steps/Sec: 1.51
+[2025-05-12 00:16:59] (Generator) rec_loss: 0.0583, perceptual_loss: 0.3555, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9054, generator_adv_loss: 0.0111, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3497
+[2025-05-12 00:16:59] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0092, logits_fake: -0.0222
+[2025-05-12 00:16:59] (step=0056500) Train Loss: 1.2060, Train Steps/Sec: 1.51
+[2025-05-12 00:18:05] (Generator) rec_loss: 0.0452, perceptual_loss: 0.3633, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9095, generator_adv_loss: 0.1738, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3472
+[2025-05-12 00:18:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3418, logits_fake: -0.3477
+[2025-05-12 00:18:06] (step=0056600) Train Loss: 1.2736, Train Steps/Sec: 1.50
+[2025-05-12 00:19:12] (Generator) rec_loss: 0.0441, perceptual_loss: 0.3105, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9105, generator_adv_loss: 0.0038, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3020
+[2025-05-12 00:19:12] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0013, logits_fake: -0.0076
+[2025-05-12 00:19:12] (step=0056700) Train Loss: 1.2494, Train Steps/Sec: 1.50
+[2025-05-12 00:20:18] (Generator) rec_loss: 0.0594, perceptual_loss: 0.3438, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9193, generator_adv_loss: 0.0349, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3397
+[2025-05-12 00:20:19] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0408, logits_fake: -0.0698
+[2025-05-12 00:20:19] (step=0056800) Train Loss: 1.2721, Train Steps/Sec: 1.50
+[2025-05-12 00:21:25] (Generator) rec_loss: 0.0536, perceptual_loss: 0.3203, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.9167, generator_adv_loss: -0.0107, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3168
+[2025-05-12 00:21:25] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0330, logits_fake: 0.0215
+[2025-05-12 00:21:25] (step=0056900) Train Loss: 1.2176, Train Steps/Sec: 1.50
+[2025-05-12 00:22:31] (Generator) rec_loss: 0.0508, perceptual_loss: 0.3867, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9048, generator_adv_loss: 0.0457, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3742
+[2025-05-12 00:22:32] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.0457, logits_fake: -0.0913
+[2025-05-12 00:22:32] (step=0057000) Train Loss: 1.2109, Train Steps/Sec: 1.50
+[2025-05-12 00:23:38] (Generator) rec_loss: 0.0743, perceptual_loss: 0.3457, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9206, generator_adv_loss: 0.0806, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3550
+[2025-05-12 00:23:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1641, logits_fake: -0.1611
+[2025-05-12 00:23:38] (step=0057100) Train Loss: 1.2879, Train Steps/Sec: 1.51
+[2025-05-12 00:24:44] (Generator) rec_loss: 0.0382, perceptual_loss: 0.3047, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9208, generator_adv_loss: 0.1001, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3141
+[2025-05-12 00:24:45] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1865, logits_fake: -0.2002
+[2025-05-12 00:24:45] (step=0057200) Train Loss: 1.2402, Train Steps/Sec: 1.50
+[2025-05-12 00:25:51] (Generator) rec_loss: 0.0603, perceptual_loss: 0.3594, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9110, generator_adv_loss: 0.0442, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4021
+[2025-05-12 00:25:51] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.0354, logits_fake: -0.0884
+[2025-05-12 00:25:51] (step=0057300) Train Loss: 1.3013, Train Steps/Sec: 1.50
+[2025-05-12 00:26:57] (Generator) rec_loss: 0.0749, perceptual_loss: 0.3691, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9225, generator_adv_loss: -0.0344, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3169
+[2025-05-12 00:26:58] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0576, logits_fake: 0.0688
+[2025-05-12 00:26:58] (step=0057400) Train Loss: 1.2452, Train Steps/Sec: 1.50
+[2025-05-12 00:28:04] (Generator) rec_loss: 0.0623, perceptual_loss: 0.3496, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9128, generator_adv_loss: 0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3919
+[2025-05-12 00:28:04] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1270, logits_fake: -0.1602
+[2025-05-12 00:28:04] (step=0057500) Train Loss: 1.2469, Train Steps/Sec: 1.50
+[2025-05-12 00:29:10] (Generator) rec_loss: 0.0857, perceptual_loss: 0.3984, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9241, generator_adv_loss: -0.0030, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3728
+[2025-05-12 00:29:11] (Discriminator) discriminator_adv_loss: 0.4844, disc_weight: 0.5000, logits_real: 0.0645, logits_fake: 0.0061
+[2025-05-12 00:29:11] (step=0057600) Train Loss: 1.2512, Train Steps/Sec: 1.51
+[2025-05-12 00:30:17] (Generator) rec_loss: 0.0464, perceptual_loss: 0.4043, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9144, generator_adv_loss: 0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4140
+[2025-05-12 00:30:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0957, logits_fake: -0.0864
+[2025-05-12 00:30:17] (step=0057700) Train Loss: 1.2618, Train Steps/Sec: 1.50
+[2025-05-12 00:31:23] (Generator) rec_loss: 0.0491, perceptual_loss: 0.3203, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9070, generator_adv_loss: -0.0068, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3706
+[2025-05-12 00:31:24] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0245, logits_fake: 0.0137
+[2025-05-12 00:31:24] (step=0057800) Train Loss: 1.2650, Train Steps/Sec: 1.50
+[2025-05-12 00:32:30] (Generator) rec_loss: 0.0452, perceptual_loss: 0.3945, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9204, generator_adv_loss: 0.0278, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3762
+[2025-05-12 00:32:30] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0408, logits_fake: -0.0557
+[2025-05-12 00:32:30] (step=0057900) Train Loss: 1.2751, Train Steps/Sec: 1.51
+[2025-05-12 00:33:36] (Generator) rec_loss: 0.0905, perceptual_loss: 0.3477, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.0366, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3825
+[2025-05-12 00:33:36] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0996, logits_fake: 0.0732
+[2025-05-12 00:33:37] (step=0058000) Train Loss: 1.2706, Train Steps/Sec: 1.51
+[2025-05-12 00:34:43] (Generator) rec_loss: 0.0768, perceptual_loss: 0.3281, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9187, generator_adv_loss: 0.0566, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3343
+[2025-05-12 00:34:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1094, logits_fake: -0.1133
+[2025-05-12 00:34:43] (step=0058100) Train Loss: 1.2693, Train Steps/Sec: 1.50
+[2025-05-12 00:35:49] (Generator) rec_loss: 0.0751, perceptual_loss: 0.3574, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9188, generator_adv_loss: -0.1455, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3495
+[2025-05-12 00:35:50] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.2207, logits_fake: 0.2910
+[2025-05-12 00:35:50] (step=0058200) Train Loss: 1.2492, Train Steps/Sec: 1.50
+[2025-05-12 00:36:56] (Generator) rec_loss: 0.0596, perceptual_loss: 0.3633, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9211, generator_adv_loss: -0.0415, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3972
+[2025-05-12 00:36:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0903, logits_fake: 0.0830
+[2025-05-12 00:36:56] (step=0058300) Train Loss: 1.2667, Train Steps/Sec: 1.50
+[2025-05-12 00:38:02] (Generator) rec_loss: 0.0365, perceptual_loss: 0.2988, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: 0.0522, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3349
+[2025-05-12 00:38:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0981, logits_fake: -0.1045
+[2025-05-12 00:38:02] (step=0058400) Train Loss: 1.2370, Train Steps/Sec: 1.50
+[2025-05-12 00:39:08] (Generator) rec_loss: 0.0562, perceptual_loss: 0.3281, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9038, generator_adv_loss: 0.0654, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3438
+[2025-05-12 00:39:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1299, logits_fake: -0.1309
+[2025-05-12 00:39:09] (step=0058500) Train Loss: 1.2407, Train Steps/Sec: 1.51
+[2025-05-12 00:40:15] (Generator) rec_loss: 0.0402, perceptual_loss: 0.3555, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9158, generator_adv_loss: 0.0742, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3654
+[2025-05-12 00:40:15] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1416, logits_fake: -0.1484
+[2025-05-12 00:40:15] (step=0058600) Train Loss: 1.2925, Train Steps/Sec: 1.50
+[2025-05-12 00:41:21] (Generator) rec_loss: 0.0704, perceptual_loss: 0.3691, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.9200, generator_adv_loss: 0.0039, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3681
+[2025-05-12 00:41:22] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0061, logits_fake: -0.0077
+[2025-05-12 00:41:22] (step=0058700) Train Loss: 1.2760, Train Steps/Sec: 1.50
+[2025-05-12 00:42:28] (Generator) rec_loss: 0.0495, perceptual_loss: 0.3320, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9219, generator_adv_loss: -0.0043, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3270
+[2025-05-12 00:42:28] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0078, logits_fake: 0.0085
+[2025-05-12 00:42:28] (step=0058800) Train Loss: 1.2456, Train Steps/Sec: 1.50
+[2025-05-12 00:43:34] (Generator) rec_loss: 0.0370, perceptual_loss: 0.2363, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9158, generator_adv_loss: -0.0374, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2775
+[2025-05-12 00:43:35] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0464, logits_fake: 0.0747
+[2025-05-12 00:43:35] (step=0058900) Train Loss: 1.2526, Train Steps/Sec: 1.50
+[2025-05-12 00:44:41] (Generator) rec_loss: 0.0635, perceptual_loss: 0.3223, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9129, generator_adv_loss: -0.0284, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3104
+[2025-05-12 00:44:42] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0649, logits_fake: 0.0569
+[2025-05-12 00:44:42] (step=0059000) Train Loss: 1.2328, Train Steps/Sec: 1.50
+[2025-05-12 00:45:48] (Generator) rec_loss: 0.0501, perceptual_loss: 0.3398, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9160, generator_adv_loss: 0.0767, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3045
+[2025-05-12 00:45:48] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1533
+[2025-05-12 00:45:48] (step=0059100) Train Loss: 1.2604, Train Steps/Sec: 1.51
+[2025-05-12 00:46:54] (Generator) rec_loss: 0.0713, perceptual_loss: 0.3301, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9125, generator_adv_loss: 0.0256, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3044
+[2025-05-12 00:46:54] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.0038, logits_fake: -0.0513
+[2025-05-12 00:46:54] (step=0059200) Train Loss: 1.2695, Train Steps/Sec: 1.50
+[2025-05-12 00:48:01] (Generator) rec_loss: 0.0413, perceptual_loss: 0.3164, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9062, generator_adv_loss: 0.0103, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3218
+[2025-05-12 00:48:01] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0339, logits_fake: -0.0205
+[2025-05-12 00:48:01] (step=0059300) Train Loss: 1.2394, Train Steps/Sec: 1.50
+[2025-05-12 00:49:07] (Generator) rec_loss: 0.0511, perceptual_loss: 0.3164, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9056, generator_adv_loss: 0.0452, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3277
+[2025-05-12 00:49:07] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0581, logits_fake: -0.0903
+[2025-05-12 00:49:08] (step=0059400) Train Loss: 1.2627, Train Steps/Sec: 1.50
+[2025-05-12 00:50:14] (Generator) rec_loss: 0.0447, perceptual_loss: 0.3379, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9140, generator_adv_loss: 0.1514, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3277
+[2025-05-12 00:50:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.3027, logits_fake: -0.3027
+[2025-05-12 00:50:14] (step=0059500) Train Loss: 1.2669, Train Steps/Sec: 1.50
+[2025-05-12 00:51:20] (Generator) rec_loss: 0.0491, perceptual_loss: 0.3203, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9224, generator_adv_loss: 0.0664, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3696
+[2025-05-12 00:51:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1309, logits_fake: -0.1328
+[2025-05-12 00:51:20] (step=0059600) Train Loss: 1.2579, Train Steps/Sec: 1.50
+[2025-05-12 00:52:26] (Generator) rec_loss: 0.0646, perceptual_loss: 0.3691, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9240, generator_adv_loss: 0.0457, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3449
+[2025-05-12 00:52:27] (Discriminator) discriminator_adv_loss: 0.5234, disc_weight: 0.5000, logits_real: -0.1875, logits_fake: -0.0913
+[2025-05-12 00:52:27] (step=0059700) Train Loss: 1.2758, Train Steps/Sec: 1.50
+[2025-05-12 00:53:33] (Generator) rec_loss: 0.0648, perceptual_loss: 0.3359, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9004, generator_adv_loss: -0.0396, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3216
+[2025-05-12 00:53:34] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0684, logits_fake: 0.0791
+[2025-05-12 00:53:34] (step=0059800) Train Loss: 1.2393, Train Steps/Sec: 1.50
+[2025-05-12 00:54:40] (Generator) rec_loss: 0.0754, perceptual_loss: 0.3418, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9251, generator_adv_loss: 0.0019, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3375
+[2025-05-12 00:54:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0070, logits_fake: -0.0038
+[2025-05-12 00:54:40] (step=0059900) Train Loss: 1.2728, Train Steps/Sec: 1.50
+[2025-05-12 00:55:46] (Generator) rec_loss: 0.0492, perceptual_loss: 0.3457, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9169, generator_adv_loss: 0.0261, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3298
+[2025-05-12 00:55:46] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0500, logits_fake: -0.0522
+[2025-05-12 00:55:46] (step=0060000) Train Loss: 1.2756, Train Steps/Sec: 1.50
+[2025-05-12 00:55:50] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0060000.pt
+[2025-05-12 00:56:56] (Generator) rec_loss: 0.0663, perceptual_loss: 0.3438, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9176, generator_adv_loss: -0.0192, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3360
+[2025-05-12 00:56:56] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0094, logits_fake: 0.0383
+[2025-05-12 00:56:56] (step=0060100) Train Loss: 1.3013, Train Steps/Sec: 1.43
+[2025-05-12 00:58:02] (Generator) rec_loss: 0.0561, perceptual_loss: 0.3301, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9209, generator_adv_loss: -0.0044, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3523
+[2025-05-12 00:58:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0038, logits_fake: 0.0087
+[2025-05-12 00:58:03] (step=0060200) Train Loss: 1.2616, Train Steps/Sec: 1.50
+[2025-05-12 00:59:09] (Generator) rec_loss: 0.0704, perceptual_loss: 0.3535, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9227, generator_adv_loss: 0.0525, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3379
+[2025-05-12 00:59:09] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1230, logits_fake: -0.1050
+[2025-05-12 00:59:09] (step=0060300) Train Loss: 1.2628, Train Steps/Sec: 1.51
+[2025-05-12 01:00:15] (Generator) rec_loss: 0.0633, perceptual_loss: 0.3457, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9191, generator_adv_loss: 0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3517
+[2025-05-12 01:00:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1680, logits_fake: -0.1592
+[2025-05-12 01:00:16] (step=0060400) Train Loss: 1.2621, Train Steps/Sec: 1.50
+[2025-05-12 01:01:22] (Generator) rec_loss: 0.0812, perceptual_loss: 0.3496, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9081, generator_adv_loss: 0.1250, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3309
+[2025-05-12 01:01:22] (Discriminator) discriminator_adv_loss: 0.4844, disc_weight: 0.5000, logits_real: -0.1787, logits_fake: -0.2500
+[2025-05-12 01:01:22] (step=0060500) Train Loss: 1.2375, Train Steps/Sec: 1.50
+[2025-05-12 01:02:28] (Generator) rec_loss: 0.0339, perceptual_loss: 0.3438, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9202, generator_adv_loss: 0.1157, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3542
+[2025-05-12 01:02:29] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2637, logits_fake: -0.2314
+[2025-05-12 01:02:29] (step=0060600) Train Loss: 1.2544, Train Steps/Sec: 1.50
+[2025-05-12 01:03:35] (Generator) rec_loss: 0.0683, perceptual_loss: 0.3555, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9182, generator_adv_loss: 0.1523, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3619
+[2025-05-12 01:03:35] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.3203, logits_fake: -0.3047
+[2025-05-12 01:03:35] (step=0060700) Train Loss: 1.2718, Train Steps/Sec: 1.50
+[2025-05-12 01:04:41] (Generator) rec_loss: 0.0590, perceptual_loss: 0.2910, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9188, generator_adv_loss: 0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3241
+[2025-05-12 01:04:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0674, logits_fake: -0.0737
+[2025-05-12 01:04:42] (step=0060800) Train Loss: 1.2720, Train Steps/Sec: 1.50
+[2025-05-12 01:05:48] (Generator) rec_loss: 0.0443, perceptual_loss: 0.2871, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9256, generator_adv_loss: -0.0408, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3388
+[2025-05-12 01:05:48] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0601, logits_fake: 0.0815
+[2025-05-12 01:05:48] (step=0060900) Train Loss: 1.2709, Train Steps/Sec: 1.50
+[2025-05-12 01:06:54] (Generator) rec_loss: 0.0621, perceptual_loss: 0.3633, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9216, generator_adv_loss: -0.1367, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3865
+[2025-05-12 01:06:55] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.2676, logits_fake: 0.2734
+[2025-05-12 01:06:55] (step=0061000) Train Loss: 1.2549, Train Steps/Sec: 1.50
+[2025-05-12 01:08:01] (Generator) rec_loss: 0.0675, perceptual_loss: 0.3594, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9218, generator_adv_loss: -0.0564, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3504
+[2025-05-12 01:08:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1050, logits_fake: 0.1128
+[2025-05-12 01:08:01] (step=0061100) Train Loss: 1.2547, Train Steps/Sec: 1.50
+[2025-05-12 01:09:07] (Generator) rec_loss: 0.0493, perceptual_loss: 0.3438, vq_loss: 0.0130, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9134, generator_adv_loss: -0.0854, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3396
+[2025-05-12 01:09:08] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1514, logits_fake: 0.1709
+[2025-05-12 01:09:08] (step=0061200) Train Loss: 1.2774, Train Steps/Sec: 1.51
+[2025-05-12 01:10:14] (Generator) rec_loss: 0.0631, perceptual_loss: 0.3438, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9166, generator_adv_loss: 0.0645, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3054
+[2025-05-12 01:10:14] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1377, logits_fake: -0.1289
+[2025-05-12 01:10:14] (step=0061300) Train Loss: 1.2293, Train Steps/Sec: 1.50
+[2025-05-12 01:11:20] (Generator) rec_loss: 0.0460, perceptual_loss: 0.3457, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9225, generator_adv_loss: -0.0405, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3086
+[2025-05-12 01:11:20] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0962, logits_fake: 0.0811
+[2025-05-12 01:11:20] (step=0061400) Train Loss: 1.2530, Train Steps/Sec: 1.50
+[2025-05-12 01:12:26] (Generator) rec_loss: 0.0894, perceptual_loss: 0.3633, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9301, generator_adv_loss: -0.0413, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3453
+[2025-05-12 01:12:27] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0718, logits_fake: 0.0825
+[2025-05-12 01:12:27] (step=0061500) Train Loss: 1.2558, Train Steps/Sec: 1.51
+[2025-05-12 01:13:33] (Generator) rec_loss: 0.0854, perceptual_loss: 0.3379, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9212, generator_adv_loss: 0.0437, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3200
+[2025-05-12 01:13:33] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1162, logits_fake: -0.0874
+[2025-05-12 01:13:33] (step=0061600) Train Loss: 1.2558, Train Steps/Sec: 1.51
+[2025-05-12 01:14:39] (Generator) rec_loss: 0.0751, perceptual_loss: 0.3516, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9203, generator_adv_loss: 0.0417, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3649
+[2025-05-12 01:14:40] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0603, logits_fake: -0.0835
+[2025-05-12 01:14:40] (step=0061700) Train Loss: 1.2434, Train Steps/Sec: 1.51
+[2025-05-12 01:15:46] (Generator) rec_loss: 0.0610, perceptual_loss: 0.3145, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9234, generator_adv_loss: -0.0481, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3389
+[2025-05-12 01:15:46] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1221, logits_fake: 0.0962
+[2025-05-12 01:15:46] (step=0061800) Train Loss: 1.2278, Train Steps/Sec: 1.50
+[2025-05-12 01:16:52] (Generator) rec_loss: 0.0683, perceptual_loss: 0.3613, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9274, generator_adv_loss: -0.1187, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3301
+[2025-05-12 01:16:53] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.1992, logits_fake: 0.2373
+[2025-05-12 01:16:53] (step=0061900) Train Loss: 1.2299, Train Steps/Sec: 1.50
+[2025-05-12 01:17:59] (Generator) rec_loss: 0.0539, perceptual_loss: 0.3418, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9224, generator_adv_loss: -0.0850, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3371
+[2025-05-12 01:17:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1729, logits_fake: 0.1699
+[2025-05-12 01:17:59] (step=0062000) Train Loss: 1.2110, Train Steps/Sec: 1.50
+[2025-05-12 01:19:05] (Generator) rec_loss: 0.0417, perceptual_loss: 0.3105, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9257, generator_adv_loss: 0.0261, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3578
+[2025-05-12 01:19:06] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0615, logits_fake: -0.0522
+[2025-05-12 01:19:06] (step=0062100) Train Loss: 1.2638, Train Steps/Sec: 1.50
+[2025-05-12 01:20:12] (Generator) rec_loss: 0.0605, perceptual_loss: 0.3652, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9194, generator_adv_loss: -0.0408, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3666
+[2025-05-12 01:20:12] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0623, logits_fake: 0.0815
+[2025-05-12 01:20:12] (step=0062200) Train Loss: 1.2875, Train Steps/Sec: 1.51
+[2025-05-12 01:21:18] (Generator) rec_loss: 0.0543, perceptual_loss: 0.3125, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9247, generator_adv_loss: -0.0439, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3062
+[2025-05-12 01:21:19] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0674, logits_fake: 0.0879
+[2025-05-12 01:21:19] (step=0062300) Train Loss: 1.2439, Train Steps/Sec: 1.51
+[2025-05-12 01:22:25] (Generator) rec_loss: 0.0672, perceptual_loss: 0.3730, vq_loss: 0.0154, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9302, generator_adv_loss: -0.0240, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3703
+[2025-05-12 01:22:25] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0732, logits_fake: 0.0481
+[2025-05-12 01:22:25] (step=0062400) Train Loss: 1.2502, Train Steps/Sec: 1.50
+[2025-05-12 01:23:31] (Generator) rec_loss: 0.0706, perceptual_loss: 0.3340, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9253, generator_adv_loss: -0.0339, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3311
+[2025-05-12 01:23:31] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0918, logits_fake: 0.0679
+[2025-05-12 01:23:31] (step=0062500) Train Loss: 1.2333, Train Steps/Sec: 1.51
+[2025-05-12 01:24:38] (Generator) rec_loss: 0.0479, perceptual_loss: 0.3535, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9357, generator_adv_loss: 0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3830
+[2025-05-12 01:24:38] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1436, logits_fake: -0.1387
+[2025-05-12 01:24:38] (step=0062600) Train Loss: 1.2765, Train Steps/Sec: 1.50
+[2025-05-12 01:25:44] (Generator) rec_loss: 0.0653, perceptual_loss: 0.3203, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9236, generator_adv_loss: 0.0601, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2976
+[2025-05-12 01:25:44] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0815, logits_fake: -0.1201
+[2025-05-12 01:25:44] (step=0062700) Train Loss: 1.2406, Train Steps/Sec: 1.50
+[2025-05-12 01:26:50] (Generator) rec_loss: 0.0419, perceptual_loss: 0.3223, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9219, generator_adv_loss: -0.0045, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3396
+[2025-05-12 01:26:51] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0145, logits_fake: 0.0090
+[2025-05-12 01:26:51] (step=0062800) Train Loss: 1.2112, Train Steps/Sec: 1.50
+[2025-05-12 01:27:57] (Generator) rec_loss: 0.0634, perceptual_loss: 0.3691, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9279, generator_adv_loss: 0.0505, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3566
+[2025-05-12 01:27:57] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1108, logits_fake: -0.1011
+[2025-05-12 01:27:57] (step=0062900) Train Loss: 1.1993, Train Steps/Sec: 1.50
+[2025-05-12 01:29:03] (Generator) rec_loss: 0.1023, perceptual_loss: 0.3496, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9278, generator_adv_loss: -0.0145, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3658
+[2025-05-12 01:29:04] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0461, logits_fake: 0.0291
+[2025-05-12 01:29:04] (step=0063000) Train Loss: 1.2509, Train Steps/Sec: 1.51
+[2025-05-12 01:30:10] (Generator) rec_loss: 0.0811, perceptual_loss: 0.3301, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9264, generator_adv_loss: 0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3750
+[2025-05-12 01:30:10] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.1826, logits_fake: -0.1367
+[2025-05-12 01:30:10] (step=0063100) Train Loss: 1.2658, Train Steps/Sec: 1.51
+[2025-05-12 01:31:16] (Generator) rec_loss: 0.0691, perceptual_loss: 0.3262, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9194, generator_adv_loss: 0.1001, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3560
+[2025-05-12 01:31:17] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1621, logits_fake: -0.2002
+[2025-05-12 01:31:17] (step=0063200) Train Loss: 1.2518, Train Steps/Sec: 1.50
+[2025-05-12 01:32:23] (Generator) rec_loss: 0.0558, perceptual_loss: 0.3086, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9223, generator_adv_loss: 0.1021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2946
+[2025-05-12 01:32:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2070, logits_fake: -0.2041
+[2025-05-12 01:32:23] (step=0063300) Train Loss: 1.2792, Train Steps/Sec: 1.51
+[2025-05-12 01:33:29] (Generator) rec_loss: 0.0806, perceptual_loss: 0.3457, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9311, generator_adv_loss: -0.0088, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3365
+[2025-05-12 01:33:29] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0398, logits_fake: 0.0176
+[2025-05-12 01:33:29] (step=0063400) Train Loss: 1.2676, Train Steps/Sec: 1.51
+[2025-05-12 01:34:35] (Generator) rec_loss: 0.0581, perceptual_loss: 0.3457, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9330, generator_adv_loss: -0.0051, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3351
+[2025-05-12 01:34:36] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0234, logits_fake: 0.0103
+[2025-05-12 01:34:36] (step=0063500) Train Loss: 1.2651, Train Steps/Sec: 1.51
+[2025-05-12 01:35:42] (Generator) rec_loss: 0.0707, perceptual_loss: 0.3457, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9268, generator_adv_loss: -0.0928, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3371
+[2025-05-12 01:35:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1816, logits_fake: 0.1855
+[2025-05-12 01:35:42] (step=0063600) Train Loss: 1.2589, Train Steps/Sec: 1.51
+[2025-05-12 01:36:48] (Generator) rec_loss: 0.0627, perceptual_loss: 0.3457, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9281, generator_adv_loss: -0.0366, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3112
+[2025-05-12 01:36:49] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0581, logits_fake: 0.0732
+[2025-05-12 01:36:49] (step=0063700) Train Loss: 1.2632, Train Steps/Sec: 1.50
+[2025-05-12 01:37:55] (Generator) rec_loss: 0.0662, perceptual_loss: 0.3203, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9128, generator_adv_loss: -0.0120, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3326
+[2025-05-12 01:37:55] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0080, logits_fake: 0.0240
+[2025-05-12 01:37:55] (step=0063800) Train Loss: 1.2204, Train Steps/Sec: 1.50
+[2025-05-12 01:39:01] (Generator) rec_loss: 0.0724, perceptual_loss: 0.3516, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9243, generator_adv_loss: 0.0591, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3462
+[2025-05-12 01:39:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1182, logits_fake: -0.1182
+[2025-05-12 01:39:02] (step=0063900) Train Loss: 1.2382, Train Steps/Sec: 1.50
+[2025-05-12 01:40:08] (Generator) rec_loss: 0.0370, perceptual_loss: 0.3125, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9326, generator_adv_loss: -0.0613, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3202
+[2025-05-12 01:40:08] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0884, logits_fake: 0.1226
+[2025-05-12 01:40:08] (step=0064000) Train Loss: 1.2519, Train Steps/Sec: 1.51
+[2025-05-12 01:41:14] (Generator) rec_loss: 0.0764, perceptual_loss: 0.3457, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9261, generator_adv_loss: 0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3277
+[2025-05-12 01:41:15] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: -0.1045, logits_fake: -0.1416
+[2025-05-12 01:41:15] (step=0064100) Train Loss: 1.2724, Train Steps/Sec: 1.50
+[2025-05-12 01:42:21] (Generator) rec_loss: 0.0340, perceptual_loss: 0.3008, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9175, generator_adv_loss: 0.0525, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3082
+[2025-05-12 01:42:21] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0913, logits_fake: -0.1050
+[2025-05-12 01:42:21] (step=0064200) Train Loss: 1.2341, Train Steps/Sec: 1.50
+[2025-05-12 01:43:27] (Generator) rec_loss: 0.0597, perceptual_loss: 0.3281, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9348, generator_adv_loss: -0.0459, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3465
+[2025-05-12 01:43:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0967, logits_fake: 0.0918
+[2025-05-12 01:43:28] (step=0064300) Train Loss: 1.2448, Train Steps/Sec: 1.50
+[2025-05-12 01:44:34] (Generator) rec_loss: 0.0570, perceptual_loss: 0.3242, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9360, generator_adv_loss: -0.0216, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3562
+[2025-05-12 01:44:34] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0229, logits_fake: 0.0432
+[2025-05-12 01:44:34] (step=0064400) Train Loss: 1.2441, Train Steps/Sec: 1.50
+[2025-05-12 01:45:40] (Generator) rec_loss: 0.0515, perceptual_loss: 0.2832, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9279, generator_adv_loss: 0.0486, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2964
+[2025-05-12 01:45:41] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1206, logits_fake: -0.0972
+[2025-05-12 01:45:41] (step=0064500) Train Loss: 1.2440, Train Steps/Sec: 1.50
+[2025-05-12 01:46:47] (Generator) rec_loss: 0.0911, perceptual_loss: 0.3535, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9324, generator_adv_loss: -0.1074, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3562
+[2025-05-12 01:46:47] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1904, logits_fake: 0.2148
+[2025-05-12 01:46:47] (step=0064600) Train Loss: 1.2419, Train Steps/Sec: 1.50
+[2025-05-12 01:47:53] (Generator) rec_loss: 0.0536, perceptual_loss: 0.3203, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9362, generator_adv_loss: 0.0177, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3338
+[2025-05-12 01:47:54] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0422, logits_fake: -0.0354
+[2025-05-12 01:47:54] (step=0064700) Train Loss: 1.2167, Train Steps/Sec: 1.51
+[2025-05-12 01:49:00] (Generator) rec_loss: 0.0337, perceptual_loss: 0.2871, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9204, generator_adv_loss: -0.0065, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3010
+[2025-05-12 01:49:00] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0182, logits_fake: 0.0129
+[2025-05-12 01:49:00] (step=0064800) Train Loss: 1.2276, Train Steps/Sec: 1.50
+[2025-05-12 01:50:06] (Generator) rec_loss: 0.0468, perceptual_loss: 0.2988, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9134, generator_adv_loss: -0.0283, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3581
+[2025-05-12 01:50:07] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0405, logits_fake: 0.0566
+[2025-05-12 01:50:07] (step=0064900) Train Loss: 1.2185, Train Steps/Sec: 1.50
+[2025-05-12 01:51:13] (Generator) rec_loss: 0.0550, perceptual_loss: 0.2910, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9256, generator_adv_loss: -0.0437, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2896
+[2025-05-12 01:51:13] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0884, logits_fake: 0.0874
+[2025-05-12 01:51:13] (step=0065000) Train Loss: 1.2254, Train Steps/Sec: 1.50
+[2025-05-12 01:51:16] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0065000.pt
+[2025-05-12 01:52:22] (Generator) rec_loss: 0.0733, perceptual_loss: 0.3359, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9285, generator_adv_loss: -0.1289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3054
+[2025-05-12 01:52:23] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.2188, logits_fake: 0.2578
+[2025-05-12 01:52:23] (step=0065100) Train Loss: 1.2468, Train Steps/Sec: 1.44
+[2025-05-12 01:53:29] (Generator) rec_loss: 0.0527, perceptual_loss: 0.2988, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9269, generator_adv_loss: -0.0383, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2949
+[2025-05-12 01:53:29] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0569, logits_fake: 0.0767
+[2025-05-12 01:53:29] (step=0065200) Train Loss: 1.2357, Train Steps/Sec: 1.50
+[2025-05-12 01:54:35] (Generator) rec_loss: 0.0491, perceptual_loss: 0.3262, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9227, generator_adv_loss: -0.0391, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3215
+[2025-05-12 01:54:36] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.1465, logits_fake: 0.0781
+[2025-05-12 01:54:36] (step=0065300) Train Loss: 1.2649, Train Steps/Sec: 1.50
+[2025-05-12 01:55:42] (Generator) rec_loss: 0.0548, perceptual_loss: 0.3164, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9353, generator_adv_loss: 0.0378, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3535
+[2025-05-12 01:55:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0776, logits_fake: -0.0757
+[2025-05-12 01:55:42] (step=0065400) Train Loss: 1.2138, Train Steps/Sec: 1.50
+[2025-05-12 01:56:48] (Generator) rec_loss: 0.0683, perceptual_loss: 0.3652, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9312, generator_adv_loss: -0.0535, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3136
+[2025-05-12 01:56:49] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1465, logits_fake: 0.1069
+[2025-05-12 01:56:49] (step=0065500) Train Loss: 1.2409, Train Steps/Sec: 1.50
+[2025-05-12 01:57:55] (Generator) rec_loss: 0.0538, perceptual_loss: 0.3047, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9356, generator_adv_loss: -0.0024, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3512
+[2025-05-12 01:57:55] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.0483, logits_fake: 0.0049
+[2025-05-12 01:57:55] (step=0065600) Train Loss: 1.2491, Train Steps/Sec: 1.50
+[2025-05-12 01:59:01] (Generator) rec_loss: 0.0442, perceptual_loss: 0.3027, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9397, generator_adv_loss: -0.0106, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3354
+[2025-05-12 01:59:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0221, logits_fake: 0.0212
+[2025-05-12 01:59:02] (step=0065700) Train Loss: 1.2438, Train Steps/Sec: 1.50
+[2025-05-12 02:00:08] (Generator) rec_loss: 0.0694, perceptual_loss: 0.3105, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9368, generator_adv_loss: 0.0251, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3344
+[2025-05-12 02:00:08] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0859, logits_fake: -0.0503
+[2025-05-12 02:00:08] (step=0065800) Train Loss: 1.2143, Train Steps/Sec: 1.50
+[2025-05-12 02:01:14] (Generator) rec_loss: 0.0427, perceptual_loss: 0.3262, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9372, generator_adv_loss: 0.0061, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2921
+[2025-05-12 02:01:14] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0005, logits_fake: -0.0121
+[2025-05-12 02:01:14] (step=0065900) Train Loss: 1.2092, Train Steps/Sec: 1.51
+[2025-05-12 02:02:21] (Generator) rec_loss: 0.0712, perceptual_loss: 0.3008, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9330, generator_adv_loss: 0.0237, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3299
+[2025-05-12 02:02:21] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0391, logits_fake: -0.0474
+[2025-05-12 02:02:21] (step=0066000) Train Loss: 1.2506, Train Steps/Sec: 1.50
+[2025-05-12 02:03:27] (Generator) rec_loss: 0.0790, perceptual_loss: 0.3496, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9295, generator_adv_loss: -0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3083
+[2025-05-12 02:03:28] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.3125, logits_fake: 0.2656
+[2025-05-12 02:03:28] (step=0066100) Train Loss: 1.1850, Train Steps/Sec: 1.50
+[2025-05-12 02:04:34] (Generator) rec_loss: 0.0531, perceptual_loss: 0.3438, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9326, generator_adv_loss: -0.0133, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3398
+[2025-05-12 02:04:34] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.0703, logits_fake: 0.0266
+[2025-05-12 02:04:34] (step=0066200) Train Loss: 1.2175, Train Steps/Sec: 1.51
+[2025-05-12 02:05:40] (Generator) rec_loss: 0.0576, perceptual_loss: 0.3008, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9355, generator_adv_loss: 0.0110, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3216
+[2025-05-12 02:05:41] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0103, logits_fake: -0.0220
+[2025-05-12 02:05:41] (step=0066300) Train Loss: 1.2485, Train Steps/Sec: 1.50
+[2025-05-12 02:06:47] (Generator) rec_loss: 0.0562, perceptual_loss: 0.3086, vq_loss: 0.0151, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9392, generator_adv_loss: -0.0571, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3381
+[2025-05-12 02:06:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1118, logits_fake: 0.1143
+[2025-05-12 02:06:47] (step=0066400) Train Loss: 1.2472, Train Steps/Sec: 1.50
+[2025-05-12 02:07:53] (Generator) rec_loss: 0.0420, perceptual_loss: 0.3066, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9386, generator_adv_loss: -0.0204, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3346
+[2025-05-12 02:07:54] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0544, logits_fake: 0.0408
+[2025-05-12 02:07:54] (step=0066500) Train Loss: 1.2297, Train Steps/Sec: 1.50
+[2025-05-12 02:09:00] (Generator) rec_loss: 0.0561, perceptual_loss: 0.3496, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9344, generator_adv_loss: 0.1074, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3750
+[2025-05-12 02:09:00] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2480, logits_fake: -0.2148
+[2025-05-12 02:09:00] (step=0066600) Train Loss: 1.2358, Train Steps/Sec: 1.51
+[2025-05-12 02:10:06] (Generator) rec_loss: 0.0603, perceptual_loss: 0.2988, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9360, generator_adv_loss: -0.0327, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2880
+[2025-05-12 02:10:06] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0361, logits_fake: 0.0654
+[2025-05-12 02:10:06] (step=0066700) Train Loss: 1.2416, Train Steps/Sec: 1.50
+[2025-05-12 02:11:13] (Generator) rec_loss: 0.0481, perceptual_loss: 0.2793, vq_loss: 0.0130, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9294, generator_adv_loss: -0.0605, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2851
+[2025-05-12 02:11:13] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0918, logits_fake: 0.1211
+[2025-05-12 02:11:13] (step=0066800) Train Loss: 1.2442, Train Steps/Sec: 1.50
+[2025-05-12 02:12:19] (Generator) rec_loss: 0.0504, perceptual_loss: 0.3398, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9275, generator_adv_loss: -0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3439
+[2025-05-12 02:12:20] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1689, logits_fake: 0.1523
+[2025-05-12 02:12:20] (step=0066900) Train Loss: 1.2644, Train Steps/Sec: 1.50
+[2025-05-12 02:13:26] (Generator) rec_loss: 0.0665, perceptual_loss: 0.3086, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9384, generator_adv_loss: -0.0225, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3300
+[2025-05-12 02:13:26] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0820, logits_fake: 0.0449
+[2025-05-12 02:13:26] (step=0067000) Train Loss: 1.2194, Train Steps/Sec: 1.50
+[2025-05-12 02:14:32] (Generator) rec_loss: 0.0685, perceptual_loss: 0.3594, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9341, generator_adv_loss: 0.0216, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3197
+[2025-05-12 02:14:33] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0148, logits_fake: -0.0432
+[2025-05-12 02:14:33] (step=0067100) Train Loss: 1.2424, Train Steps/Sec: 1.50
+[2025-05-12 02:15:39] (Generator) rec_loss: 0.0743, perceptual_loss: 0.3262, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9295, generator_adv_loss: 0.0057, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2961
+[2025-05-12 02:15:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0059, logits_fake: -0.0115
+[2025-05-12 02:15:39] (step=0067200) Train Loss: 1.1934, Train Steps/Sec: 1.51
+[2025-05-12 02:16:45] (Generator) rec_loss: 0.0559, perceptual_loss: 0.3066, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9340, generator_adv_loss: -0.0342, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3199
+[2025-05-12 02:16:46] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0486, logits_fake: 0.0684
+[2025-05-12 02:16:46] (step=0067300) Train Loss: 1.1888, Train Steps/Sec: 1.50
+[2025-05-12 02:17:52] (Generator) rec_loss: 0.0675, perceptual_loss: 0.3262, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9350, generator_adv_loss: 0.0762, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3139
+[2025-05-12 02:17:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1602, logits_fake: -0.1523
+[2025-05-12 02:17:52] (step=0067400) Train Loss: 1.2428, Train Steps/Sec: 1.50
+[2025-05-12 02:18:58] (Generator) rec_loss: 0.0770, perceptual_loss: 0.3477, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9223, generator_adv_loss: -0.0322, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3386
+[2025-05-12 02:18:59] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0859, logits_fake: 0.0645
+[2025-05-12 02:18:59] (step=0067500) Train Loss: 1.2602, Train Steps/Sec: 1.50
+[2025-05-12 02:20:05] (Generator) rec_loss: 0.0659, perceptual_loss: 0.3281, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9355, generator_adv_loss: -0.0864, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3414
+[2025-05-12 02:20:05] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2012, logits_fake: 0.1729
+[2025-05-12 02:20:05] (step=0067600) Train Loss: 1.2496, Train Steps/Sec: 1.50
+[2025-05-12 02:21:11] (Generator) rec_loss: 0.0583, perceptual_loss: 0.3027, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9337, generator_adv_loss: -0.0299, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3249
+[2025-05-12 02:21:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0608, logits_fake: 0.0598
+[2025-05-12 02:21:12] (step=0067700) Train Loss: 1.2489, Train Steps/Sec: 1.50
+[2025-05-12 02:22:18] (Generator) rec_loss: 0.0570, perceptual_loss: 0.3203, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9321, generator_adv_loss: 0.1040, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3133
+[2025-05-12 02:22:18] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1953, logits_fake: -0.2080
+[2025-05-12 02:22:18] (step=0067800) Train Loss: 1.2453, Train Steps/Sec: 1.50
+[2025-05-12 02:23:24] (Generator) rec_loss: 0.1210, perceptual_loss: 0.3379, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9369, generator_adv_loss: -0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3393
+[2025-05-12 02:23:25] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1885, logits_fake: 0.1592
+[2025-05-12 02:23:25] (step=0067900) Train Loss: 1.2407, Train Steps/Sec: 1.50
+[2025-05-12 02:24:31] (Generator) rec_loss: 0.0903, perceptual_loss: 0.3438, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9347, generator_adv_loss: -0.0029, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3489
+[2025-05-12 02:24:31] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0146, logits_fake: 0.0059
+[2025-05-12 02:24:31] (step=0068000) Train Loss: 1.2880, Train Steps/Sec: 1.50
+[2025-05-12 02:25:37] (Generator) rec_loss: 0.0399, perceptual_loss: 0.3008, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9347, generator_adv_loss: 0.0491, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3125
+[2025-05-12 02:25:38] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1147, logits_fake: -0.0981
+[2025-05-12 02:25:38] (step=0068100) Train Loss: 1.2668, Train Steps/Sec: 1.50
+[2025-05-12 02:26:44] (Generator) rec_loss: 0.0603, perceptual_loss: 0.3359, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9343, generator_adv_loss: 0.0398, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3299
+[2025-05-12 02:26:44] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1108, logits_fake: -0.0796
+[2025-05-12 02:26:44] (step=0068200) Train Loss: 1.2646, Train Steps/Sec: 1.51
+[2025-05-12 02:27:50] (Generator) rec_loss: 0.0488, perceptual_loss: 0.3438, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9370, generator_adv_loss: -0.0178, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3104
+[2025-05-12 02:27:51] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0014, logits_fake: 0.0356
+[2025-05-12 02:27:51] (step=0068300) Train Loss: 1.2605, Train Steps/Sec: 1.51
+[2025-05-12 02:28:57] (Generator) rec_loss: 0.0544, perceptual_loss: 0.3027, vq_loss: 0.0126, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9432, generator_adv_loss: -0.0308, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3174
+[2025-05-12 02:28:57] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0767, logits_fake: 0.0615
+[2025-05-12 02:28:57] (step=0068400) Train Loss: 1.2716, Train Steps/Sec: 1.50
+[2025-05-12 02:30:03] (Generator) rec_loss: 0.0559, perceptual_loss: 0.3242, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9357, generator_adv_loss: 0.0417, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3175
+[2025-05-12 02:30:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0757, logits_fake: -0.0835
+[2025-05-12 02:30:04] (step=0068500) Train Loss: 1.2480, Train Steps/Sec: 1.50
+[2025-05-12 02:31:10] (Generator) rec_loss: 0.0268, perceptual_loss: 0.2969, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9376, generator_adv_loss: -0.0474, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2942
+[2025-05-12 02:31:10] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0908, logits_fake: 0.0947
+[2025-05-12 02:31:10] (step=0068600) Train Loss: 1.2081, Train Steps/Sec: 1.50
+[2025-05-12 02:32:16] (Generator) rec_loss: 0.0923, perceptual_loss: 0.3594, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9367, generator_adv_loss: -0.0437, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3831
+[2025-05-12 02:32:17] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.1094, logits_fake: 0.0874
+[2025-05-12 02:32:17] (step=0068700) Train Loss: 1.2202, Train Steps/Sec: 1.50
+[2025-05-12 02:33:23] (Generator) rec_loss: 0.0525, perceptual_loss: 0.2949, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9449, generator_adv_loss: -0.0238, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3230
+[2025-05-12 02:33:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0508, logits_fake: 0.0476
+[2025-05-12 02:33:23] (step=0068800) Train Loss: 1.1840, Train Steps/Sec: 1.50
+[2025-05-12 02:34:29] (Generator) rec_loss: 0.0420, perceptual_loss: 0.2910, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9311, generator_adv_loss: 0.0043, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3012
+[2025-05-12 02:34:30] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0036, logits_fake: -0.0085
+[2025-05-12 02:34:30] (step=0068900) Train Loss: 1.2176, Train Steps/Sec: 1.50
+[2025-05-12 02:35:36] (Generator) rec_loss: 0.0448, perceptual_loss: 0.3125, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9436, generator_adv_loss: 0.0356, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3129
+[2025-05-12 02:35:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0747, logits_fake: -0.0713
+[2025-05-12 02:35:36] (step=0069000) Train Loss: 1.2583, Train Steps/Sec: 1.50
+[2025-05-12 02:36:42] (Generator) rec_loss: 0.0706, perceptual_loss: 0.3457, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9390, generator_adv_loss: -0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3370
+[2025-05-12 02:36:43] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1260, logits_fake: 0.1387
+[2025-05-12 02:36:43] (step=0069100) Train Loss: 1.1952, Train Steps/Sec: 1.50
+[2025-05-12 02:37:49] (Generator) rec_loss: 0.0341, perceptual_loss: 0.3262, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9371, generator_adv_loss: 0.0028, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3516
+[2025-05-12 02:37:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0029, logits_fake: -0.0056
+[2025-05-12 02:37:49] (step=0069200) Train Loss: 1.2304, Train Steps/Sec: 1.50
+[2025-05-12 02:38:55] (Generator) rec_loss: 0.0634, perceptual_loss: 0.3203, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9434, generator_adv_loss: 0.1206, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3420
+[2025-05-12 02:38:56] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.1904, logits_fake: -0.2412
+[2025-05-12 02:38:56] (step=0069300) Train Loss: 1.2232, Train Steps/Sec: 1.50
+[2025-05-12 02:40:02] (Generator) rec_loss: 0.1004, perceptual_loss: 0.3379, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9417, generator_adv_loss: -0.0791, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3085
+[2025-05-12 02:40:02] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1689, logits_fake: 0.1582
+[2025-05-12 02:40:02] (step=0069400) Train Loss: 1.2331, Train Steps/Sec: 1.50
+[2025-05-12 02:41:08] (Generator) rec_loss: 0.0600, perceptual_loss: 0.3496, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9458, generator_adv_loss: -0.0525, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3591
+[2025-05-12 02:41:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0991, logits_fake: 0.1050
+[2025-05-12 02:41:09] (step=0069500) Train Loss: 1.2170, Train Steps/Sec: 1.50
+[2025-05-12 02:42:15] (Generator) rec_loss: 0.0537, perceptual_loss: 0.3594, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9370, generator_adv_loss: 0.0242, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3413
+[2025-05-12 02:42:15] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.0029, logits_fake: -0.0483
+[2025-05-12 02:42:15] (step=0069600) Train Loss: 1.2195, Train Steps/Sec: 1.50
+[2025-05-12 02:43:21] (Generator) rec_loss: 0.0453, perceptual_loss: 0.2832, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9436, generator_adv_loss: 0.0938, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3318
+[2025-05-12 02:43:22] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1680, logits_fake: -0.1875
+[2025-05-12 02:43:22] (step=0069700) Train Loss: 1.1976, Train Steps/Sec: 1.50
+[2025-05-12 02:44:28] (Generator) rec_loss: 0.0399, perceptual_loss: 0.2949, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9441, generator_adv_loss: -0.0483, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3010
+[2025-05-12 02:44:28] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0635, logits_fake: 0.0967
+[2025-05-12 02:44:28] (step=0069800) Train Loss: 1.2288, Train Steps/Sec: 1.50
+[2025-05-12 02:45:34] (Generator) rec_loss: 0.0549, perceptual_loss: 0.3398, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9401, generator_adv_loss: 0.0640, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3416
+[2025-05-12 02:45:35] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1128, logits_fake: -0.1279
+[2025-05-12 02:45:35] (step=0069900) Train Loss: 1.1950, Train Steps/Sec: 1.50
+[2025-05-12 02:46:41] (Generator) rec_loss: 0.0554, perceptual_loss: 0.3359, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9361, generator_adv_loss: -0.0015, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2742
+[2025-05-12 02:46:42] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0209, logits_fake: 0.0029
+[2025-05-12 02:46:42] (step=0070000) Train Loss: 1.2483, Train Steps/Sec: 1.50
+[2025-05-12 02:46:45] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0070000.pt
+[2025-05-12 02:47:21] Beginning epoch 3...
+[2025-05-12 02:47:52] (Generator) rec_loss: 0.0478, perceptual_loss: 0.3457, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9374, generator_adv_loss: -0.0608, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3657
+[2025-05-12 02:47:52] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1099, logits_fake: 0.1216
+[2025-05-12 02:47:52] (step=0070100) Train Loss: 1.2502, Train Steps/Sec: 1.42
+[2025-05-12 02:48:58] (Generator) rec_loss: 0.0763, perceptual_loss: 0.3027, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9375, generator_adv_loss: 0.0032, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3170
+[2025-05-12 02:48:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0183, logits_fake: -0.0064
+[2025-05-12 02:48:58] (step=0070200) Train Loss: 1.2386, Train Steps/Sec: 1.50
+[2025-05-12 02:50:05] (Generator) rec_loss: 0.0561, perceptual_loss: 0.3574, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9316, generator_adv_loss: 0.0349, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3633
+[2025-05-12 02:50:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0737, logits_fake: -0.0698
+[2025-05-12 02:50:05] (step=0070300) Train Loss: 1.2244, Train Steps/Sec: 1.50
+[2025-05-12 02:51:11] (Generator) rec_loss: 0.0454, perceptual_loss: 0.3203, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9427, generator_adv_loss: -0.1079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3030
+[2025-05-12 02:51:11] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.1592, logits_fake: 0.2158
+[2025-05-12 02:51:11] (step=0070400) Train Loss: 1.2046, Train Steps/Sec: 1.50
+[2025-05-12 02:52:17] (Generator) rec_loss: 0.0622, perceptual_loss: 0.3066, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9409, generator_adv_loss: 0.0481, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3096
+[2025-05-12 02:52:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0957, logits_fake: -0.0962
+[2025-05-12 02:52:18] (step=0070500) Train Loss: 1.2413, Train Steps/Sec: 1.50
+[2025-05-12 02:53:24] (Generator) rec_loss: 0.0495, perceptual_loss: 0.3203, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9452, generator_adv_loss: 0.0068, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3399
+[2025-05-12 02:53:24] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.0298, logits_fake: -0.0137
+[2025-05-12 02:53:24] (step=0070600) Train Loss: 1.2422, Train Steps/Sec: 1.50
+[2025-05-12 02:54:30] (Generator) rec_loss: 0.0511, perceptual_loss: 0.3301, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9302, generator_adv_loss: -0.0115, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3489
+[2025-05-12 02:54:31] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0118, logits_fake: 0.0231
+[2025-05-12 02:54:31] (step=0070700) Train Loss: 1.2496, Train Steps/Sec: 1.50
+[2025-05-12 02:55:37] (Generator) rec_loss: 0.0639, perceptual_loss: 0.2988, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9442, generator_adv_loss: 0.0332, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2827
+[2025-05-12 02:55:37] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.1118, logits_fake: -0.0664
+[2025-05-12 02:55:37] (step=0070800) Train Loss: 1.2451, Train Steps/Sec: 1.50
+[2025-05-12 02:56:44] (Generator) rec_loss: 0.0549, perceptual_loss: 0.3320, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9479, generator_adv_loss: 0.0527, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3482
+[2025-05-12 02:56:44] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1318, logits_fake: -0.1055
+[2025-05-12 02:56:44] (step=0070900) Train Loss: 1.2273, Train Steps/Sec: 1.50
+[2025-05-12 02:57:50] (Generator) rec_loss: 0.0447, perceptual_loss: 0.3340, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9369, generator_adv_loss: -0.0400, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3444
+[2025-05-12 02:57:51] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0630, logits_fake: 0.0801
+[2025-05-12 02:57:51] (step=0071000) Train Loss: 1.2401, Train Steps/Sec: 1.50
+[2025-05-12 02:58:57] (Generator) rec_loss: 0.0569, perceptual_loss: 0.2930, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9406, generator_adv_loss: 0.0525, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3274
+[2025-05-12 02:58:57] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1177, logits_fake: -0.1050
+[2025-05-12 02:58:57] (step=0071100) Train Loss: 1.2759, Train Steps/Sec: 1.50
+[2025-05-12 03:00:03] (Generator) rec_loss: 0.1469, perceptual_loss: 0.4297, vq_loss: 0.0130, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9415, generator_adv_loss: -0.0051, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3959
+[2025-05-12 03:00:03] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0217, logits_fake: 0.0101
+[2025-05-12 03:00:03] (step=0071200) Train Loss: 1.2580, Train Steps/Sec: 1.50
+[2025-05-12 03:01:10] (Generator) rec_loss: 0.0436, perceptual_loss: 0.2930, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9450, generator_adv_loss: 0.1357, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3127
+[2025-05-12 03:01:10] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2832, logits_fake: -0.2715
+[2025-05-12 03:01:10] (step=0071300) Train Loss: 1.2181, Train Steps/Sec: 1.50
+[2025-05-12 03:02:16] (Generator) rec_loss: 0.0386, perceptual_loss: 0.2988, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9306, generator_adv_loss: -0.0019, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3059
+[2025-05-12 03:02:16] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0082, logits_fake: 0.0039
+[2025-05-12 03:02:16] (step=0071400) Train Loss: 1.2504, Train Steps/Sec: 1.50
+[2025-05-12 03:03:22] (Generator) rec_loss: 0.0718, perceptual_loss: 0.4863, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9432, generator_adv_loss: 0.0708, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.4248
+[2025-05-12 03:03:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1396, logits_fake: -0.1416
+[2025-05-12 03:03:23] (step=0071500) Train Loss: 1.2537, Train Steps/Sec: 1.50
+[2025-05-12 03:04:29] (Generator) rec_loss: 0.0644, perceptual_loss: 0.3027, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9447, generator_adv_loss: -0.0352, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3133
+[2025-05-12 03:04:29] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0864, logits_fake: 0.0703
+[2025-05-12 03:04:29] (step=0071600) Train Loss: 1.2143, Train Steps/Sec: 1.50
+[2025-05-12 03:05:35] (Generator) rec_loss: 0.0340, perceptual_loss: 0.2500, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9387, generator_adv_loss: 0.0557, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3241
+[2025-05-12 03:05:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1157, logits_fake: -0.1113
+[2025-05-12 03:05:36] (step=0071700) Train Loss: 1.2392, Train Steps/Sec: 1.50
+[2025-05-12 03:06:42] (Generator) rec_loss: 0.0909, perceptual_loss: 0.3184, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9439, generator_adv_loss: 0.0322, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3808
+[2025-05-12 03:06:42] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0513, logits_fake: -0.0645
+[2025-05-12 03:06:42] (step=0071800) Train Loss: 1.2443, Train Steps/Sec: 1.50
+[2025-05-12 03:07:48] (Generator) rec_loss: 0.0392, perceptual_loss: 0.3281, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9443, generator_adv_loss: -0.0168, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3210
+[2025-05-12 03:07:49] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0129, logits_fake: 0.0337
+[2025-05-12 03:07:49] (step=0071900) Train Loss: 1.2312, Train Steps/Sec: 1.50
+[2025-05-12 03:08:55] (Generator) rec_loss: 0.0545, perceptual_loss: 0.3027, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9347, generator_adv_loss: 0.0242, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3456
+[2025-05-12 03:08:55] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0156, logits_fake: -0.0483
+[2025-05-12 03:08:55] (step=0072000) Train Loss: 1.2471, Train Steps/Sec: 1.50
+[2025-05-12 03:10:01] (Generator) rec_loss: 0.0466, perceptual_loss: 0.3242, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9464, generator_adv_loss: 0.0119, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3657
+[2025-05-12 03:10:02] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0381, logits_fake: -0.0238
+[2025-05-12 03:10:02] (step=0072100) Train Loss: 1.2210, Train Steps/Sec: 1.50
+[2025-05-12 03:11:08] (Generator) rec_loss: 0.0523, perceptual_loss: 0.3223, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9437, generator_adv_loss: -0.0104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3400
+[2025-05-12 03:11:08] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0117, logits_fake: 0.0208
+[2025-05-12 03:11:08] (step=0072200) Train Loss: 1.2225, Train Steps/Sec: 1.50
+[2025-05-12 03:12:14] (Generator) rec_loss: 0.0449, perceptual_loss: 0.3145, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9389, generator_adv_loss: -0.0133, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3475
+[2025-05-12 03:12:15] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0493, logits_fake: 0.0266
+[2025-05-12 03:12:15] (step=0072300) Train Loss: 1.2874, Train Steps/Sec: 1.50
+[2025-05-12 03:13:21] (Generator) rec_loss: 0.0579, perceptual_loss: 0.3281, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9355, generator_adv_loss: 0.0620, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3353
+[2025-05-12 03:13:21] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1445, logits_fake: -0.1240
+[2025-05-12 03:13:21] (step=0072400) Train Loss: 1.2140, Train Steps/Sec: 1.50
+[2025-05-12 03:14:28] (Generator) rec_loss: 0.0651, perceptual_loss: 0.3379, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9393, generator_adv_loss: 0.0273, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3397
+[2025-05-12 03:14:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0623, logits_fake: -0.0547
+[2025-05-12 03:14:28] (step=0072500) Train Loss: 1.2428, Train Steps/Sec: 1.50
+[2025-05-12 03:15:34] (Generator) rec_loss: 0.0554, perceptual_loss: 0.3086, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9365, generator_adv_loss: -0.0284, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3391
+[2025-05-12 03:15:34] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0265, logits_fake: 0.0569
+[2025-05-12 03:15:34] (step=0072600) Train Loss: 1.2532, Train Steps/Sec: 1.50
+[2025-05-12 03:16:40] (Generator) rec_loss: 0.0580, perceptual_loss: 0.3066, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9465, generator_adv_loss: 0.0535, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3310
+[2025-05-12 03:16:41] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1196, logits_fake: -0.1069
+[2025-05-12 03:16:41] (step=0072700) Train Loss: 1.2119, Train Steps/Sec: 1.51
+[2025-05-12 03:17:47] (Generator) rec_loss: 0.0631, perceptual_loss: 0.3008, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9347, generator_adv_loss: -0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3533
+[2025-05-12 03:17:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0254, logits_fake: 0.0317
+[2025-05-12 03:17:47] (step=0072800) Train Loss: 1.2096, Train Steps/Sec: 1.50
+[2025-05-12 03:18:53] (Generator) rec_loss: 0.0610, perceptual_loss: 0.3223, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9375, generator_adv_loss: 0.0444, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3268
+[2025-05-12 03:18:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0850, logits_fake: -0.0889
+[2025-05-12 03:18:54] (step=0072900) Train Loss: 1.2145, Train Steps/Sec: 1.50
+[2025-05-12 03:20:00] (Generator) rec_loss: 0.0796, perceptual_loss: 0.3359, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9365, generator_adv_loss: 0.0557, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3567
+[2025-05-12 03:20:00] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1318, logits_fake: -0.1113
+[2025-05-12 03:20:00] (step=0073000) Train Loss: 1.2152, Train Steps/Sec: 1.50
+[2025-05-12 03:21:06] (Generator) rec_loss: 0.0760, perceptual_loss: 0.3516, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9395, generator_adv_loss: -0.0171, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3469
+[2025-05-12 03:21:07] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0200, logits_fake: 0.0342
+[2025-05-12 03:21:07] (step=0073100) Train Loss: 1.2310, Train Steps/Sec: 1.50
+[2025-05-12 03:22:13] (Generator) rec_loss: 0.0554, perceptual_loss: 0.3320, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9335, generator_adv_loss: 0.0330, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3548
+[2025-05-12 03:22:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0659, logits_fake: -0.0659
+[2025-05-12 03:22:14] (step=0073200) Train Loss: 1.2299, Train Steps/Sec: 1.50
+[2025-05-12 03:23:20] (Generator) rec_loss: 0.0524, perceptual_loss: 0.3047, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9323, generator_adv_loss: 0.0562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3208
+[2025-05-12 03:23:20] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1328, logits_fake: -0.1123
+[2025-05-12 03:23:20] (step=0073300) Train Loss: 1.2168, Train Steps/Sec: 1.50
+[2025-05-12 03:24:26] (Generator) rec_loss: 0.0971, perceptual_loss: 0.3320, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.9398, generator_adv_loss: -0.0811, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3092
+[2025-05-12 03:24:27] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.2031, logits_fake: 0.1621
+[2025-05-12 03:24:27] (step=0073400) Train Loss: 1.2555, Train Steps/Sec: 1.50
+[2025-05-12 03:25:33] (Generator) rec_loss: 0.0415, perceptual_loss: 0.2754, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9469, generator_adv_loss: -0.0310, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2648
+[2025-05-12 03:25:33] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0283, logits_fake: 0.0620
+[2025-05-12 03:25:33] (step=0073500) Train Loss: 1.2219, Train Steps/Sec: 1.50
+[2025-05-12 03:26:39] (Generator) rec_loss: 0.0381, perceptual_loss: 0.3105, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9544, generator_adv_loss: 0.0500, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2836
+[2025-05-12 03:26:40] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1108, logits_fake: -0.1001
+[2025-05-12 03:26:40] (step=0073600) Train Loss: 1.2329, Train Steps/Sec: 1.50
+[2025-05-12 03:27:46] (Generator) rec_loss: 0.0383, perceptual_loss: 0.2793, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9487, generator_adv_loss: 0.0349, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3227
+[2025-05-12 03:27:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0762, logits_fake: -0.0698
+[2025-05-12 03:27:46] (step=0073700) Train Loss: 1.2275, Train Steps/Sec: 1.50
+[2025-05-12 03:28:52] (Generator) rec_loss: 0.0508, perceptual_loss: 0.2969, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9425, generator_adv_loss: 0.0311, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3291
+[2025-05-12 03:28:53] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0757, logits_fake: -0.0623
+[2025-05-12 03:28:53] (step=0073800) Train Loss: 1.2157, Train Steps/Sec: 1.50
+[2025-05-12 03:29:59] (Generator) rec_loss: 0.0485, perceptual_loss: 0.3164, vq_loss: 0.0125, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9427, generator_adv_loss: -0.1016, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3347
+[2025-05-12 03:29:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2031, logits_fake: 0.2031
+[2025-05-12 03:29:59] (step=0073900) Train Loss: 1.1943, Train Steps/Sec: 1.50
+[2025-05-12 03:31:05] (Generator) rec_loss: 0.0696, perceptual_loss: 0.3691, vq_loss: 0.0130, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9351, generator_adv_loss: -0.0188, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3827
+[2025-05-12 03:31:06] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0537, logits_fake: 0.0376
+[2025-05-12 03:31:06] (step=0074000) Train Loss: 1.1973, Train Steps/Sec: 1.50
+[2025-05-12 03:32:12] (Generator) rec_loss: 0.0480, perceptual_loss: 0.3340, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9436, generator_adv_loss: 0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3157
+[2025-05-12 03:32:12] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1738, logits_fake: -0.1367
+[2025-05-12 03:32:12] (step=0074100) Train Loss: 1.2320, Train Steps/Sec: 1.51
+[2025-05-12 03:33:18] (Generator) rec_loss: 0.0281, perceptual_loss: 0.3066, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9421, generator_adv_loss: -0.0422, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3137
+[2025-05-12 03:33:19] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0879, logits_fake: 0.0845
+[2025-05-12 03:33:19] (step=0074200) Train Loss: 1.1993, Train Steps/Sec: 1.50
+[2025-05-12 03:34:25] (Generator) rec_loss: 0.0625, perceptual_loss: 0.3203, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9477, generator_adv_loss: 0.0002, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3158
+[2025-05-12 03:34:25] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0254, logits_fake: -0.0003
+[2025-05-12 03:34:25] (step=0074300) Train Loss: 1.2244, Train Steps/Sec: 1.50
+[2025-05-12 03:35:31] (Generator) rec_loss: 0.0419, perceptual_loss: 0.3027, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9407, generator_adv_loss: -0.0391, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3023
+[2025-05-12 03:35:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0781, logits_fake: 0.0781
+[2025-05-12 03:35:32] (step=0074400) Train Loss: 1.2207, Train Steps/Sec: 1.51
+[2025-05-12 03:36:38] (Generator) rec_loss: 0.0586, perceptual_loss: 0.3027, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9462, generator_adv_loss: -0.0520, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3308
+[2025-05-12 03:36:38] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0703, logits_fake: 0.1040
+[2025-05-12 03:36:38] (step=0074500) Train Loss: 1.2125, Train Steps/Sec: 1.50
+[2025-05-12 03:37:44] (Generator) rec_loss: 0.0529, perceptual_loss: 0.3418, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9281, generator_adv_loss: -0.0654, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3213
+[2025-05-12 03:37:45] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1406, logits_fake: 0.1309
+[2025-05-12 03:37:45] (step=0074600) Train Loss: 1.2425, Train Steps/Sec: 1.51
+[2025-05-12 03:38:51] (Generator) rec_loss: 0.0407, perceptual_loss: 0.3125, vq_loss: 0.0122, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9435, generator_adv_loss: 0.0718, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3487
+[2025-05-12 03:38:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1445, logits_fake: -0.1436
+[2025-05-12 03:38:51] (step=0074700) Train Loss: 1.2177, Train Steps/Sec: 1.50
+[2025-05-12 03:39:57] (Generator) rec_loss: 0.0625, perceptual_loss: 0.3203, vq_loss: 0.0127, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9352, generator_adv_loss: -0.0140, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2997
+[2025-05-12 03:39:58] (Discriminator) discriminator_adv_loss: 0.5195, disc_weight: 0.5000, logits_real: -0.0500, logits_fake: 0.0281
+[2025-05-12 03:39:58] (step=0074800) Train Loss: 1.2604, Train Steps/Sec: 1.50
+[2025-05-12 03:41:04] (Generator) rec_loss: 0.0374, perceptual_loss: 0.2734, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9326, generator_adv_loss: -0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2699
+[2025-05-12 03:41:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1416, logits_fake: 0.1426
+[2025-05-12 03:41:04] (step=0074900) Train Loss: 1.2085, Train Steps/Sec: 1.50
+[2025-05-12 03:42:10] (Generator) rec_loss: 0.0406, perceptual_loss: 0.3047, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9386, generator_adv_loss: 0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3001
+[2025-05-12 03:42:11] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0913, logits_fake: -0.0737
+[2025-05-12 03:42:11] (step=0075000) Train Loss: 1.1827, Train Steps/Sec: 1.50
+[2025-05-12 03:42:14] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0075000.pt
+[2025-05-12 03:43:20] (Generator) rec_loss: 0.0943, perceptual_loss: 0.3574, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9391, generator_adv_loss: -0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3084
+[2025-05-12 03:43:20] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1953, logits_fake: 0.1836
+[2025-05-12 03:43:20] (step=0075100) Train Loss: 1.1717, Train Steps/Sec: 1.44
+[2025-05-12 03:44:26] (Generator) rec_loss: 0.0702, perceptual_loss: 0.3125, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9404, generator_adv_loss: -0.0021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3199
+[2025-05-12 03:44:27] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0154, logits_fake: 0.0041
+[2025-05-12 03:44:27] (step=0075200) Train Loss: 1.2263, Train Steps/Sec: 1.51
+[2025-05-12 03:45:33] (Generator) rec_loss: 0.0430, perceptual_loss: 0.3008, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9446, generator_adv_loss: 0.0972, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3329
+[2025-05-12 03:45:33] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1895, logits_fake: -0.1943
+[2025-05-12 03:45:33] (step=0075300) Train Loss: 1.2457, Train Steps/Sec: 1.50
+[2025-05-12 03:46:39] (Generator) rec_loss: 0.0851, perceptual_loss: 0.3301, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9447, generator_adv_loss: 0.0444, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3322
+[2025-05-12 03:46:40] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0723, logits_fake: -0.0889
+[2025-05-12 03:46:40] (step=0075400) Train Loss: 1.2099, Train Steps/Sec: 1.50
+[2025-05-12 03:47:46] (Generator) rec_loss: 0.0482, perceptual_loss: 0.3027, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9468, generator_adv_loss: 0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3211
+[2025-05-12 03:47:46] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.1011, logits_fake: -0.1543
+[2025-05-12 03:47:46] (step=0075500) Train Loss: 1.2207, Train Steps/Sec: 1.50
+[2025-05-12 03:48:52] (Generator) rec_loss: 0.0328, perceptual_loss: 0.3223, vq_loss: 0.0116, commit_loss: 0.0029, entropy_loss: 0.0000, codebook_usage: 0.9358, generator_adv_loss: -0.0364, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3025
+[2025-05-12 03:48:53] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1006, logits_fake: 0.0728
+[2025-05-12 03:48:53] (step=0075600) Train Loss: 1.2109, Train Steps/Sec: 1.50
+[2025-05-12 03:49:59] (Generator) rec_loss: 0.0700, perceptual_loss: 0.3105, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9480, generator_adv_loss: -0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3801
+[2025-05-12 03:49:59] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1001, logits_fake: 0.1445
+[2025-05-12 03:49:59] (step=0075700) Train Loss: 1.2103, Train Steps/Sec: 1.50
+[2025-05-12 03:51:05] (Generator) rec_loss: 0.0350, perceptual_loss: 0.3086, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9464, generator_adv_loss: 0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3032
+[2025-05-12 03:51:06] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1699, logits_fake: -0.1836
+[2025-05-12 03:51:06] (step=0075800) Train Loss: 1.2581, Train Steps/Sec: 1.50
+[2025-05-12 03:52:12] (Generator) rec_loss: 0.0629, perceptual_loss: 0.3262, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9498, generator_adv_loss: 0.0320, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3226
+[2025-05-12 03:52:12] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0889, logits_fake: -0.0640
+[2025-05-12 03:52:12] (step=0075900) Train Loss: 1.2463, Train Steps/Sec: 1.50
+[2025-05-12 03:53:18] (Generator) rec_loss: 0.0760, perceptual_loss: 0.3320, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9530, generator_adv_loss: -0.0977, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3501
+[2025-05-12 03:53:19] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1797, logits_fake: 0.1953
+[2025-05-12 03:53:19] (step=0076000) Train Loss: 1.2285, Train Steps/Sec: 1.50
+[2025-05-12 03:54:25] (Generator) rec_loss: 0.0492, perceptual_loss: 0.2832, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9472, generator_adv_loss: 0.0981, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2839
+[2025-05-12 03:54:25] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1973, logits_fake: -0.1963
+[2025-05-12 03:54:25] (step=0076100) Train Loss: 1.2138, Train Steps/Sec: 1.50
+[2025-05-12 03:55:31] (Generator) rec_loss: 0.0456, perceptual_loss: 0.3145, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9489, generator_adv_loss: 0.0140, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3088
+[2025-05-12 03:55:32] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0579, logits_fake: -0.0280
+[2025-05-12 03:55:32] (step=0076200) Train Loss: 1.2517, Train Steps/Sec: 1.50
+[2025-05-12 03:56:38] (Generator) rec_loss: 0.0383, perceptual_loss: 0.2910, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9498, generator_adv_loss: 0.0378, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3102
+[2025-05-12 03:56:38] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1021, logits_fake: -0.0757
+[2025-05-12 03:56:38] (step=0076300) Train Loss: 1.2301, Train Steps/Sec: 1.50
+[2025-05-12 03:57:44] (Generator) rec_loss: 0.0818, perceptual_loss: 0.3008, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9465, generator_adv_loss: 0.1099, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2989
+[2025-05-12 03:57:45] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1816, logits_fake: -0.2197
+[2025-05-12 03:57:45] (step=0076400) Train Loss: 1.2732, Train Steps/Sec: 1.50
+[2025-05-12 03:58:51] (Generator) rec_loss: 0.0390, perceptual_loss: 0.2910, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9502, generator_adv_loss: 0.0405, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2841
+[2025-05-12 03:58:51] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1162, logits_fake: -0.0811
+[2025-05-12 03:58:51] (step=0076500) Train Loss: 1.2373, Train Steps/Sec: 1.50
+[2025-05-12 03:59:57] (Generator) rec_loss: 0.0606, perceptual_loss: 0.2930, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9525, generator_adv_loss: -0.0266, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2723
+[2025-05-12 03:59:58] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0752, logits_fake: 0.0532
+[2025-05-12 03:59:58] (step=0076600) Train Loss: 1.2184, Train Steps/Sec: 1.50
+[2025-05-12 04:01:04] (Generator) rec_loss: 0.0604, perceptual_loss: 0.3203, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9508, generator_adv_loss: 0.0160, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3400
+[2025-05-12 04:01:04] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0317, logits_fake: -0.0320
+[2025-05-12 04:01:04] (step=0076700) Train Loss: 1.2164, Train Steps/Sec: 1.50
+[2025-05-12 04:02:10] (Generator) rec_loss: 0.0702, perceptual_loss: 0.3066, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9483, generator_adv_loss: -0.0042, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3221
+[2025-05-12 04:02:11] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0312, logits_fake: 0.0084
+[2025-05-12 04:02:11] (step=0076800) Train Loss: 1.1784, Train Steps/Sec: 1.50
+[2025-05-12 04:03:17] (Generator) rec_loss: 0.0548, perceptual_loss: 0.3086, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9366, generator_adv_loss: -0.0413, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2940
+[2025-05-12 04:03:17] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0742, logits_fake: 0.0825
+[2025-05-12 04:03:17] (step=0076900) Train Loss: 1.1903, Train Steps/Sec: 1.50
+[2025-05-12 04:04:23] (Generator) rec_loss: 0.0535, perceptual_loss: 0.2793, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9492, generator_adv_loss: 0.1011, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2928
+[2025-05-12 04:04:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2002, logits_fake: -0.2021
+[2025-05-12 04:04:24] (step=0077000) Train Loss: 1.2198, Train Steps/Sec: 1.50
+[2025-05-12 04:05:30] (Generator) rec_loss: 0.0714, perceptual_loss: 0.3203, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9525, generator_adv_loss: 0.0593, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3553
+[2025-05-12 04:05:30] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1582, logits_fake: -0.1187
+[2025-05-12 04:05:30] (step=0077100) Train Loss: 1.2492, Train Steps/Sec: 1.50
+[2025-05-12 04:06:36] (Generator) rec_loss: 0.0597, perceptual_loss: 0.3125, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9462, generator_adv_loss: 0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3404
+[2025-05-12 04:06:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1504, logits_fake: -0.1562
+[2025-05-12 04:06:37] (step=0077200) Train Loss: 1.2487, Train Steps/Sec: 1.50
+[2025-05-12 04:07:43] (Generator) rec_loss: 0.0600, perceptual_loss: 0.3203, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9424, generator_adv_loss: -0.0093, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3628
+[2025-05-12 04:07:43] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0019, logits_fake: 0.0187
+[2025-05-12 04:07:43] (step=0077300) Train Loss: 1.2225, Train Steps/Sec: 1.50
+[2025-05-12 04:08:49] (Generator) rec_loss: 0.0628, perceptual_loss: 0.3203, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9559, generator_adv_loss: 0.0132, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3265
+[2025-05-12 04:08:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0352, logits_fake: -0.0265
+[2025-05-12 04:08:50] (step=0077400) Train Loss: 1.2175, Train Steps/Sec: 1.51
+[2025-05-12 04:09:56] (Generator) rec_loss: 0.0418, perceptual_loss: 0.3027, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9474, generator_adv_loss: -0.0035, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3073
+[2025-05-12 04:09:56] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0161, logits_fake: 0.0069
+[2025-05-12 04:09:56] (step=0077500) Train Loss: 1.1823, Train Steps/Sec: 1.50
+[2025-05-12 04:11:02] (Generator) rec_loss: 0.0516, perceptual_loss: 0.2910, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9469, generator_adv_loss: -0.0147, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3248
+[2025-05-12 04:11:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0236, logits_fake: 0.0294
+[2025-05-12 04:11:03] (step=0077600) Train Loss: 1.2412, Train Steps/Sec: 1.50
+[2025-05-12 04:12:09] (Generator) rec_loss: 0.0597, perceptual_loss: 0.3125, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9533, generator_adv_loss: -0.0334, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3231
+[2025-05-12 04:12:09] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.0210, logits_fake: 0.0669
+[2025-05-12 04:12:09] (step=0077700) Train Loss: 1.2152, Train Steps/Sec: 1.50
+[2025-05-12 04:13:15] (Generator) rec_loss: 0.0643, perceptual_loss: 0.3418, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9488, generator_adv_loss: -0.0869, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3338
+[2025-05-12 04:13:16] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1680, logits_fake: 0.1738
+[2025-05-12 04:13:16] (step=0077800) Train Loss: 1.2056, Train Steps/Sec: 1.51
+[2025-05-12 04:14:22] (Generator) rec_loss: 0.0703, perceptual_loss: 0.3203, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9543, generator_adv_loss: -0.0962, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3327
+[2025-05-12 04:14:22] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2188, logits_fake: 0.1924
+[2025-05-12 04:14:22] (step=0077900) Train Loss: 1.1470, Train Steps/Sec: 1.50
+[2025-05-12 04:15:28] (Generator) rec_loss: 0.0553, perceptual_loss: 0.3105, vq_loss: 0.0123, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9446, generator_adv_loss: -0.0116, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3396
+[2025-05-12 04:15:29] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0041, logits_fake: 0.0232
+[2025-05-12 04:15:29] (step=0078000) Train Loss: 1.1591, Train Steps/Sec: 1.50
+[2025-05-12 04:16:35] (Generator) rec_loss: 0.0638, perceptual_loss: 0.3379, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9436, generator_adv_loss: -0.0571, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3607
+[2025-05-12 04:16:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1211, logits_fake: 0.1143
+[2025-05-12 04:16:35] (step=0078100) Train Loss: 1.2410, Train Steps/Sec: 1.51
+[2025-05-12 04:17:41] (Generator) rec_loss: 0.0861, perceptual_loss: 0.3027, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9533, generator_adv_loss: 0.0184, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3005
+[2025-05-12 04:17:41] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0043, logits_fake: -0.0369
+[2025-05-12 04:17:42] (step=0078200) Train Loss: 1.1832, Train Steps/Sec: 1.51
+[2025-05-12 04:18:48] (Generator) rec_loss: 0.0612, perceptual_loss: 0.3125, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9419, generator_adv_loss: 0.0354, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3221
+[2025-05-12 04:18:48] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0515, logits_fake: -0.0708
+[2025-05-12 04:18:48] (step=0078300) Train Loss: 1.2337, Train Steps/Sec: 1.50
+[2025-05-12 04:19:54] (Generator) rec_loss: 0.0422, perceptual_loss: 0.2734, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9539, generator_adv_loss: 0.0496, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2990
+[2025-05-12 04:19:54] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1226, logits_fake: -0.0991
+[2025-05-12 04:19:54] (step=0078400) Train Loss: 1.2318, Train Steps/Sec: 1.50
+[2025-05-12 04:21:00] (Generator) rec_loss: 0.0688, perceptual_loss: 0.3281, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9509, generator_adv_loss: 0.0547, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3276
+[2025-05-12 04:21:01] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: -0.0605, logits_fake: -0.1094
+[2025-05-12 04:21:01] (step=0078500) Train Loss: 1.2148, Train Steps/Sec: 1.51
+[2025-05-12 04:22:07] (Generator) rec_loss: 0.0442, perceptual_loss: 0.2949, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9549, generator_adv_loss: 0.0245, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3129
+[2025-05-12 04:22:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0430, logits_fake: -0.0491
+[2025-05-12 04:22:07] (step=0078600) Train Loss: 1.2206, Train Steps/Sec: 1.50
+[2025-05-12 04:23:13] (Generator) rec_loss: 0.0570, perceptual_loss: 0.3281, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9558, generator_adv_loss: -0.0439, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3293
+[2025-05-12 04:23:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0830, logits_fake: 0.0879
+[2025-05-12 04:23:14] (step=0078700) Train Loss: 1.1519, Train Steps/Sec: 1.50
+[2025-05-12 04:24:20] (Generator) rec_loss: 0.0453, perceptual_loss: 0.3047, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9504, generator_adv_loss: 0.0173, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3417
+[2025-05-12 04:24:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0347, logits_fake: -0.0347
+[2025-05-12 04:24:20] (step=0078800) Train Loss: 1.1997, Train Steps/Sec: 1.50
+[2025-05-12 04:25:26] (Generator) rec_loss: 0.0537, perceptual_loss: 0.3535, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9496, generator_adv_loss: -0.0427, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3799
+[2025-05-12 04:25:27] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0747, logits_fake: 0.0854
+[2025-05-12 04:25:27] (step=0078900) Train Loss: 1.2130, Train Steps/Sec: 1.50
+[2025-05-12 04:26:33] (Generator) rec_loss: 0.0570, perceptual_loss: 0.3438, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9465, generator_adv_loss: -0.0187, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3593
+[2025-05-12 04:26:33] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0601, logits_fake: 0.0374
+[2025-05-12 04:26:33] (step=0079000) Train Loss: 1.1853, Train Steps/Sec: 1.50
+[2025-05-12 04:27:39] (Generator) rec_loss: 0.0334, perceptual_loss: 0.2539, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9526, generator_adv_loss: -0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2959
+[2025-05-12 04:27:40] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1050, logits_fake: 0.0776
+[2025-05-12 04:27:40] (step=0079100) Train Loss: 1.1705, Train Steps/Sec: 1.50
+[2025-05-12 04:28:46] (Generator) rec_loss: 0.0634, perceptual_loss: 0.3203, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9503, generator_adv_loss: -0.0165, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3123
+[2025-05-12 04:28:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0359, logits_fake: 0.0330
+[2025-05-12 04:28:46] (step=0079200) Train Loss: 1.1383, Train Steps/Sec: 1.50
+[2025-05-12 04:29:52] (Generator) rec_loss: 0.0553, perceptual_loss: 0.3379, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9499, generator_adv_loss: -0.0276, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3431
+[2025-05-12 04:29:53] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0688, logits_fake: 0.0552
+[2025-05-12 04:29:53] (step=0079300) Train Loss: 1.1931, Train Steps/Sec: 1.51
+[2025-05-12 04:30:59] (Generator) rec_loss: 0.0298, perceptual_loss: 0.2852, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9539, generator_adv_loss: 0.0049, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2943
+[2025-05-12 04:30:59] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0038, logits_fake: -0.0099
+[2025-05-12 04:30:59] (step=0079400) Train Loss: 1.2242, Train Steps/Sec: 1.50
+[2025-05-12 04:32:05] (Generator) rec_loss: 0.0466, perceptual_loss: 0.2949, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9550, generator_adv_loss: 0.0036, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2817
+[2025-05-12 04:32:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0125, logits_fake: -0.0072
+[2025-05-12 04:32:06] (step=0079500) Train Loss: 1.1819, Train Steps/Sec: 1.50
+[2025-05-12 04:33:12] (Generator) rec_loss: 0.0490, perceptual_loss: 0.3008, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9523, generator_adv_loss: -0.0649, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3030
+[2025-05-12 04:33:12] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1221, logits_fake: 0.1299
+[2025-05-12 04:33:12] (step=0079600) Train Loss: 1.2372, Train Steps/Sec: 1.50
+[2025-05-12 04:34:18] (Generator) rec_loss: 0.0662, perceptual_loss: 0.3301, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9525, generator_adv_loss: -0.0564, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3366
+[2025-05-12 04:34:19] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1035, logits_fake: 0.1128
+[2025-05-12 04:34:19] (step=0079700) Train Loss: 1.1562, Train Steps/Sec: 1.51
+[2025-05-12 04:35:25] (Generator) rec_loss: 0.0585, perceptual_loss: 0.3027, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9531, generator_adv_loss: -0.0019, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2733
+[2025-05-12 04:35:25] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0146, logits_fake: 0.0038
+[2025-05-12 04:35:25] (step=0079800) Train Loss: 1.1814, Train Steps/Sec: 1.50
+[2025-05-12 04:36:31] (Generator) rec_loss: 0.0460, perceptual_loss: 0.2988, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9494, generator_adv_loss: 0.0603, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3289
+[2025-05-12 04:36:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1177, logits_fake: -0.1206
+[2025-05-12 04:36:32] (step=0079900) Train Loss: 1.2400, Train Steps/Sec: 1.50
+[2025-05-12 04:37:38] (Generator) rec_loss: 0.0455, perceptual_loss: 0.2969, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9451, generator_adv_loss: 0.0342, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3516
+[2025-05-12 04:37:38] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0537, logits_fake: -0.0684
+[2025-05-12 04:37:38] (step=0080000) Train Loss: 1.2598, Train Steps/Sec: 1.51
+[2025-05-12 04:37:42] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0080000.pt
+[2025-05-12 04:38:48] (Generator) rec_loss: 0.0446, perceptual_loss: 0.3320, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9528, generator_adv_loss: 0.0035, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3457
+[2025-05-12 04:38:48] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0236, logits_fake: -0.0070
+[2025-05-12 04:38:48] (step=0080100) Train Loss: 1.2114, Train Steps/Sec: 1.43
+[2025-05-12 04:39:54] (Generator) rec_loss: 0.0704, perceptual_loss: 0.2910, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9568, generator_adv_loss: -0.0306, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3398
+[2025-05-12 04:39:55] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: 0.1021, logits_fake: 0.0613
+[2025-05-12 04:39:55] (step=0080200) Train Loss: 1.1647, Train Steps/Sec: 1.50
+[2025-05-12 04:41:01] (Generator) rec_loss: 0.0700, perceptual_loss: 0.3379, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9517, generator_adv_loss: -0.0864, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3588
+[2025-05-12 04:41:01] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1494, logits_fake: 0.1729
+[2025-05-12 04:41:01] (step=0080300) Train Loss: 1.1584, Train Steps/Sec: 1.50
+[2025-05-12 04:42:07] (Generator) rec_loss: 0.0442, perceptual_loss: 0.3262, vq_loss: 0.0125, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9506, generator_adv_loss: -0.0996, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3511
+[2025-05-12 04:42:08] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1709, logits_fake: 0.1992
+[2025-05-12 04:42:08] (step=0080400) Train Loss: 1.1664, Train Steps/Sec: 1.50
+[2025-05-12 04:43:14] (Generator) rec_loss: 0.0638, perceptual_loss: 0.3262, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9491, generator_adv_loss: -0.0139, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3154
+[2025-05-12 04:43:14] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0108, logits_fake: 0.0278
+[2025-05-12 04:43:14] (step=0080500) Train Loss: 1.1877, Train Steps/Sec: 1.50
+[2025-05-12 04:44:20] (Generator) rec_loss: 0.0455, perceptual_loss: 0.2910, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9567, generator_adv_loss: 0.0364, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2703
+[2025-05-12 04:44:21] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0481, logits_fake: -0.0728
+[2025-05-12 04:44:21] (step=0080600) Train Loss: 1.2212, Train Steps/Sec: 1.50
+[2025-05-12 04:45:27] (Generator) rec_loss: 0.0182, perceptual_loss: 0.2852, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9481, generator_adv_loss: 0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3034
+[2025-05-12 04:45:27] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1187, logits_fake: -0.1387
+[2025-05-12 04:45:27] (step=0080700) Train Loss: 1.2679, Train Steps/Sec: 1.50
+[2025-05-12 04:46:33] (Generator) rec_loss: 0.0478, perceptual_loss: 0.3125, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9576, generator_adv_loss: 0.1279, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3000
+[2025-05-12 04:46:34] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.2266, logits_fake: -0.2559
+[2025-05-12 04:46:34] (step=0080800) Train Loss: 1.2633, Train Steps/Sec: 1.50
+[2025-05-12 04:47:40] (Generator) rec_loss: 0.0373, perceptual_loss: 0.3066, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9518, generator_adv_loss: 0.1187, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2927
+[2025-05-12 04:47:40] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2422, logits_fake: -0.2373
+[2025-05-12 04:47:40] (step=0080900) Train Loss: 1.2671, Train Steps/Sec: 1.50
+[2025-05-12 04:48:46] (Generator) rec_loss: 0.0714, perceptual_loss: 0.3223, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9540, generator_adv_loss: -0.0603, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3497
+[2025-05-12 04:48:47] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0986, logits_fake: 0.1206
+[2025-05-12 04:48:47] (step=0081000) Train Loss: 1.2140, Train Steps/Sec: 1.50
+[2025-05-12 04:49:53] (Generator) rec_loss: 0.0459, perceptual_loss: 0.2812, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9483, generator_adv_loss: 0.0320, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2974
+[2025-05-12 04:49:53] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0928, logits_fake: -0.0640
+[2025-05-12 04:49:53] (step=0081100) Train Loss: 1.2275, Train Steps/Sec: 1.50
+[2025-05-12 04:50:59] (Generator) rec_loss: 0.0582, perceptual_loss: 0.2891, vq_loss: 0.0150, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9479, generator_adv_loss: -0.0381, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3080
+[2025-05-12 04:51:00] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0630, logits_fake: 0.0762
+[2025-05-12 04:51:00] (step=0081200) Train Loss: 1.2182, Train Steps/Sec: 1.50
+[2025-05-12 04:52:06] (Generator) rec_loss: 0.0581, perceptual_loss: 0.3164, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9456, generator_adv_loss: 0.0123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3059
+[2025-05-12 04:52:06] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0109, logits_fake: -0.0245
+[2025-05-12 04:52:06] (step=0081300) Train Loss: 1.2367, Train Steps/Sec: 1.50
+[2025-05-12 04:53:12] (Generator) rec_loss: 0.0477, perceptual_loss: 0.2988, vq_loss: 0.0127, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9468, generator_adv_loss: 0.1128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3329
+[2025-05-12 04:53:13] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.2217, logits_fake: -0.2256
+[2025-05-12 04:53:13] (step=0081400) Train Loss: 1.2700, Train Steps/Sec: 1.51
+[2025-05-12 04:54:19] (Generator) rec_loss: 0.0875, perceptual_loss: 0.3223, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9521, generator_adv_loss: 0.0315, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3224
+[2025-05-12 04:54:19] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0854, logits_fake: -0.0630
+[2025-05-12 04:54:19] (step=0081500) Train Loss: 1.2613, Train Steps/Sec: 1.50
+[2025-05-12 04:55:25] (Generator) rec_loss: 0.0676, perceptual_loss: 0.3398, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9547, generator_adv_loss: -0.0547, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3537
+[2025-05-12 04:55:26] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0781, logits_fake: 0.1094
+[2025-05-12 04:55:26] (step=0081600) Train Loss: 1.2240, Train Steps/Sec: 1.50
+[2025-05-12 04:56:32] (Generator) rec_loss: 0.0559, perceptual_loss: 0.3301, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9534, generator_adv_loss: 0.0356, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3510
+[2025-05-12 04:56:32] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0554, logits_fake: -0.0713
+[2025-05-12 04:56:32] (step=0081700) Train Loss: 1.2184, Train Steps/Sec: 1.50
+[2025-05-12 04:57:38] (Generator) rec_loss: 0.0427, perceptual_loss: 0.3184, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9571, generator_adv_loss: -0.0952, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3169
+[2025-05-12 04:57:39] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.2041, logits_fake: 0.1904
+[2025-05-12 04:57:39] (step=0081800) Train Loss: 1.2145, Train Steps/Sec: 1.50
+[2025-05-12 04:58:45] (Generator) rec_loss: 0.0782, perceptual_loss: 0.3457, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9511, generator_adv_loss: -0.0034, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3573
+[2025-05-12 04:58:45] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0317, logits_fake: 0.0068
+[2025-05-12 04:58:45] (step=0081900) Train Loss: 1.1577, Train Steps/Sec: 1.50
+[2025-05-12 04:59:51] (Generator) rec_loss: 0.0662, perceptual_loss: 0.3301, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: -0.0757, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2802
+[2025-05-12 04:59:52] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1279, logits_fake: 0.1514
+[2025-05-12 04:59:52] (step=0082000) Train Loss: 1.2020, Train Steps/Sec: 1.50
+[2025-05-12 05:00:58] (Generator) rec_loss: 0.0711, perceptual_loss: 0.3398, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9590, generator_adv_loss: -0.0391, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3611
+[2025-05-12 05:00:58] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1074, logits_fake: 0.0781
+[2025-05-12 05:00:58] (step=0082100) Train Loss: 1.2204, Train Steps/Sec: 1.51
+[2025-05-12 05:02:04] (Generator) rec_loss: 0.0670, perceptual_loss: 0.2949, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9471, generator_adv_loss: 0.0164, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2914
+[2025-05-12 05:02:04] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0221, logits_fake: -0.0327
+[2025-05-12 05:02:04] (step=0082200) Train Loss: 1.2002, Train Steps/Sec: 1.50
+[2025-05-12 05:03:10] (Generator) rec_loss: 0.0379, perceptual_loss: 0.3301, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9587, generator_adv_loss: 0.0132, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3732
+[2025-05-12 05:03:11] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0029, logits_fake: -0.0265
+[2025-05-12 05:03:11] (step=0082300) Train Loss: 1.1856, Train Steps/Sec: 1.51
+[2025-05-12 05:04:17] (Generator) rec_loss: 0.0472, perceptual_loss: 0.2930, vq_loss: 0.0156, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9520, generator_adv_loss: -0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3047
+[2025-05-12 05:04:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1367, logits_fake: 0.1367
+[2025-05-12 05:04:17] (step=0082400) Train Loss: 1.2009, Train Steps/Sec: 1.51
+[2025-05-12 05:05:23] (Generator) rec_loss: 0.0760, perceptual_loss: 0.3672, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9513, generator_adv_loss: 0.0037, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3612
+[2025-05-12 05:05:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0065, logits_fake: -0.0074
+[2025-05-12 05:05:24] (step=0082500) Train Loss: 1.2226, Train Steps/Sec: 1.50
+[2025-05-12 05:06:30] (Generator) rec_loss: 0.0603, perceptual_loss: 0.3184, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9437, generator_adv_loss: -0.0933, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2917
+[2025-05-12 05:06:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1797, logits_fake: 0.1865
+[2025-05-12 05:06:30] (step=0082600) Train Loss: 1.1930, Train Steps/Sec: 1.50
+[2025-05-12 05:07:36] (Generator) rec_loss: 0.0931, perceptual_loss: 0.3242, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9522, generator_adv_loss: -0.0444, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3052
+[2025-05-12 05:07:37] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1055, logits_fake: 0.0889
+[2025-05-12 05:07:37] (step=0082700) Train Loss: 1.1780, Train Steps/Sec: 1.50
+[2025-05-12 05:08:43] (Generator) rec_loss: 0.0435, perceptual_loss: 0.3145, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9518, generator_adv_loss: -0.0135, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2891
+[2025-05-12 05:08:43] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0054, logits_fake: 0.0270
+[2025-05-12 05:08:43] (step=0082800) Train Loss: 1.1573, Train Steps/Sec: 1.50
+[2025-05-12 05:09:49] (Generator) rec_loss: 0.0700, perceptual_loss: 0.3223, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9525, generator_adv_loss: -0.0913, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3331
+[2025-05-12 05:09:50] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.1328, logits_fake: 0.1826
+[2025-05-12 05:09:50] (step=0082900) Train Loss: 1.1756, Train Steps/Sec: 1.50
+[2025-05-12 05:10:56] (Generator) rec_loss: 0.0692, perceptual_loss: 0.3223, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: -0.0598, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3539
+[2025-05-12 05:10:56] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1309, logits_fake: 0.1196
+[2025-05-12 05:10:56] (step=0083000) Train Loss: 1.1953, Train Steps/Sec: 1.50
+[2025-05-12 05:12:02] (Generator) rec_loss: 0.0666, perceptual_loss: 0.3145, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9509, generator_adv_loss: 0.0481, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3539
+[2025-05-12 05:12:03] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1113, logits_fake: -0.0962
+[2025-05-12 05:12:03] (step=0083100) Train Loss: 1.2215, Train Steps/Sec: 1.51
+[2025-05-12 05:13:09] (Generator) rec_loss: 0.0693, perceptual_loss: 0.2812, vq_loss: 0.0156, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9521, generator_adv_loss: -0.0104, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2903
+[2025-05-12 05:13:09] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0119, logits_fake: 0.0209
+[2025-05-12 05:13:09] (step=0083200) Train Loss: 1.2012, Train Steps/Sec: 1.51
+[2025-05-12 05:14:15] (Generator) rec_loss: 0.0734, perceptual_loss: 0.3242, vq_loss: 0.0159, commit_loss: 0.0040, entropy_loss: 0.0000, codebook_usage: 0.9489, generator_adv_loss: -0.0654, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3301
+[2025-05-12 05:14:16] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1611, logits_fake: 0.1309
+[2025-05-12 05:14:16] (step=0083300) Train Loss: 1.1782, Train Steps/Sec: 1.50
+[2025-05-12 05:15:22] (Generator) rec_loss: 0.0760, perceptual_loss: 0.3281, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9470, generator_adv_loss: -0.0593, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3283
+[2025-05-12 05:15:22] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0786, logits_fake: 0.1187
+[2025-05-12 05:15:22] (step=0083400) Train Loss: 1.1572, Train Steps/Sec: 1.50
+[2025-05-12 05:16:28] (Generator) rec_loss: 0.0361, perceptual_loss: 0.2891, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9537, generator_adv_loss: -0.0222, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2901
+[2025-05-12 05:16:29] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0287, logits_fake: 0.0444
+[2025-05-12 05:16:29] (step=0083500) Train Loss: 1.2092, Train Steps/Sec: 1.50
+[2025-05-12 05:17:35] (Generator) rec_loss: 0.0347, perceptual_loss: 0.3242, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9523, generator_adv_loss: 0.0175, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3286
+[2025-05-12 05:17:35] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0679, logits_fake: -0.0349
+[2025-05-12 05:17:35] (step=0083600) Train Loss: 1.1901, Train Steps/Sec: 1.50
+[2025-05-12 05:18:41] (Generator) rec_loss: 0.0620, perceptual_loss: 0.3008, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9554, generator_adv_loss: 0.0142, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3245
+[2025-05-12 05:18:42] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0466, logits_fake: -0.0283
+[2025-05-12 05:18:42] (step=0083700) Train Loss: 1.2442, Train Steps/Sec: 1.50
+[2025-05-12 05:19:48] (Generator) rec_loss: 0.0573, perceptual_loss: 0.3418, vq_loss: 0.0155, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9571, generator_adv_loss: -0.0017, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3563
+[2025-05-12 05:19:48] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0018, logits_fake: 0.0034
+[2025-05-12 05:19:48] (step=0083800) Train Loss: 1.2077, Train Steps/Sec: 1.50
+[2025-05-12 05:20:54] (Generator) rec_loss: 0.0525, perceptual_loss: 0.2812, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9541, generator_adv_loss: -0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2907
+[2025-05-12 05:20:55] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0645, logits_fake: 0.0864
+[2025-05-12 05:20:55] (step=0083900) Train Loss: 1.2035, Train Steps/Sec: 1.50
+[2025-05-12 05:22:01] (Generator) rec_loss: 0.0574, perceptual_loss: 0.2949, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9595, generator_adv_loss: 0.0041, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2913
+[2025-05-12 05:22:01] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0103, logits_fake: -0.0082
+[2025-05-12 05:22:01] (step=0084000) Train Loss: 1.1742, Train Steps/Sec: 1.50
+[2025-05-12 05:23:07] (Generator) rec_loss: 0.0459, perceptual_loss: 0.3125, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9534, generator_adv_loss: -0.0952, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3208
+[2025-05-12 05:23:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1885, logits_fake: 0.1904
+[2025-05-12 05:23:08] (step=0084100) Train Loss: 1.1849, Train Steps/Sec: 1.50
+[2025-05-12 05:24:14] (Generator) rec_loss: 0.0837, perceptual_loss: 0.3164, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9591, generator_adv_loss: -0.0427, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2860
+[2025-05-12 05:24:14] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0820, logits_fake: 0.0854
+[2025-05-12 05:24:14] (step=0084200) Train Loss: 1.1785, Train Steps/Sec: 1.51
+[2025-05-12 05:25:20] (Generator) rec_loss: 0.0564, perceptual_loss: 0.3008, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9585, generator_adv_loss: -0.0095, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2783
+[2025-05-12 05:25:21] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0483, logits_fake: 0.0189
+[2025-05-12 05:25:21] (step=0084300) Train Loss: 1.1394, Train Steps/Sec: 1.50
+[2025-05-12 05:26:27] (Generator) rec_loss: 0.0798, perceptual_loss: 0.2930, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9540, generator_adv_loss: -0.0581, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2977
+[2025-05-12 05:26:27] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1270, logits_fake: 0.1162
+[2025-05-12 05:26:27] (step=0084400) Train Loss: 1.2124, Train Steps/Sec: 1.50
+[2025-05-12 05:27:33] (Generator) rec_loss: 0.0617, perceptual_loss: 0.3164, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9471, generator_adv_loss: -0.1152, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3164
+[2025-05-12 05:27:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.2256, logits_fake: 0.2305
+[2025-05-12 05:27:34] (step=0084500) Train Loss: 1.1879, Train Steps/Sec: 1.50
+[2025-05-12 05:28:40] (Generator) rec_loss: 0.0521, perceptual_loss: 0.2969, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9442, generator_adv_loss: -0.0605, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3334
+[2025-05-12 05:28:40] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0996, logits_fake: 0.1211
+[2025-05-12 05:28:40] (step=0084600) Train Loss: 1.1573, Train Steps/Sec: 1.50
+[2025-05-12 05:29:46] (Generator) rec_loss: 0.0430, perceptual_loss: 0.2578, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9509, generator_adv_loss: -0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2920
+[2025-05-12 05:29:47] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0107, logits_fake: 0.0317
+[2025-05-12 05:29:47] (step=0084700) Train Loss: 1.1890, Train Steps/Sec: 1.50
+[2025-05-12 05:30:53] (Generator) rec_loss: 0.0503, perceptual_loss: 0.3379, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9524, generator_adv_loss: -0.0117, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3571
+[2025-05-12 05:30:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0145, logits_fake: 0.0233
+[2025-05-12 05:30:53] (step=0084800) Train Loss: 1.1944, Train Steps/Sec: 1.50
+[2025-05-12 05:31:59] (Generator) rec_loss: 0.0637, perceptual_loss: 0.3574, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9565, generator_adv_loss: 0.0272, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3686
+[2025-05-12 05:32:00] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0359, logits_fake: -0.0544
+[2025-05-12 05:32:00] (step=0084900) Train Loss: 1.1878, Train Steps/Sec: 1.50
+[2025-05-12 05:33:06] (Generator) rec_loss: 0.0575, perceptual_loss: 0.2988, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9472, generator_adv_loss: 0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3121
+[2025-05-12 05:33:06] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0486, logits_fake: -0.0864
+[2025-05-12 05:33:06] (step=0085000) Train Loss: 1.2636, Train Steps/Sec: 1.50
+[2025-05-12 05:33:10] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0085000.pt
+[2025-05-12 05:34:16] (Generator) rec_loss: 0.0489, perceptual_loss: 0.2852, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9583, generator_adv_loss: 0.0693, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2960
+[2025-05-12 05:34:17] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1533, logits_fake: -0.1387
+[2025-05-12 05:34:17] (step=0085100) Train Loss: 1.2680, Train Steps/Sec: 1.42
+[2025-05-12 05:35:23] (Generator) rec_loss: 0.0452, perceptual_loss: 0.3379, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9587, generator_adv_loss: 0.0354, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3090
+[2025-05-12 05:35:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0796, logits_fake: -0.0708
+[2025-05-12 05:35:23] (step=0085200) Train Loss: 1.2415, Train Steps/Sec: 1.51
+[2025-05-12 05:36:29] (Generator) rec_loss: 0.0922, perceptual_loss: 0.3242, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9474, generator_adv_loss: 0.0623, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3560
+[2025-05-12 05:36:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1348, logits_fake: -0.1245
+[2025-05-12 05:36:30] (step=0085300) Train Loss: 1.2297, Train Steps/Sec: 1.50
+[2025-05-12 05:37:36] (Generator) rec_loss: 0.0577, perceptual_loss: 0.2891, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9547, generator_adv_loss: 0.0081, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3071
+[2025-05-12 05:37:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0200, logits_fake: -0.0161
+[2025-05-12 05:37:36] (step=0085400) Train Loss: 1.2408, Train Steps/Sec: 1.50
+[2025-05-12 05:38:42] (Generator) rec_loss: 0.1081, perceptual_loss: 0.3262, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9531, generator_adv_loss: -0.0674, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2903
+[2025-05-12 05:38:42] (Discriminator) discriminator_adv_loss: 0.4844, disc_weight: 0.5000, logits_real: 0.1924, logits_fake: 0.1348
+[2025-05-12 05:38:43] (step=0085500) Train Loss: 1.1552, Train Steps/Sec: 1.50
+[2025-05-12 05:39:49] (Generator) rec_loss: 0.0777, perceptual_loss: 0.2852, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9556, generator_adv_loss: -0.1133, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3070
+[2025-05-12 05:39:49] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.2598, logits_fake: 0.2266
+[2025-05-12 05:39:49] (step=0085600) Train Loss: 1.1671, Train Steps/Sec: 1.50
+[2025-05-12 05:40:55] (Generator) rec_loss: 0.0424, perceptual_loss: 0.3008, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9567, generator_adv_loss: 0.0007, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2457
+[2025-05-12 05:40:55] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0192, logits_fake: -0.0014
+[2025-05-12 05:40:55] (step=0085700) Train Loss: 1.1429, Train Steps/Sec: 1.50
+[2025-05-12 05:42:02] (Generator) rec_loss: 0.0772, perceptual_loss: 0.3750, vq_loss: 0.0122, commit_loss: 0.0030, entropy_loss: 0.0000, codebook_usage: 0.9500, generator_adv_loss: -0.0576, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3368
+[2025-05-12 05:42:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1191, logits_fake: 0.1152
+[2025-05-12 05:42:02] (step=0085800) Train Loss: 1.1537, Train Steps/Sec: 1.50
+[2025-05-12 05:43:08] (Generator) rec_loss: 0.0291, perceptual_loss: 0.2930, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9544, generator_adv_loss: 0.0442, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2697
+[2025-05-12 05:43:09] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0762, logits_fake: -0.0884
+[2025-05-12 05:43:09] (step=0085900) Train Loss: 1.2142, Train Steps/Sec: 1.50
+[2025-05-12 05:44:15] (Generator) rec_loss: 0.0366, perceptual_loss: 0.3105, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9588, generator_adv_loss: 0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3177
+[2025-05-12 05:44:15] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1650, logits_fake: -0.1426
+[2025-05-12 05:44:15] (step=0086000) Train Loss: 1.2769, Train Steps/Sec: 1.50
+[2025-05-12 05:45:21] (Generator) rec_loss: 0.0727, perceptual_loss: 0.3242, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9600, generator_adv_loss: 0.0369, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3281
+[2025-05-12 05:45:22] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0972, logits_fake: -0.0737
+[2025-05-12 05:45:22] (step=0086100) Train Loss: 1.2365, Train Steps/Sec: 1.50
+[2025-05-12 05:46:28] (Generator) rec_loss: 0.0542, perceptual_loss: 0.3145, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9508, generator_adv_loss: 0.0093, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3114
+[2025-05-12 05:46:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0181, logits_fake: -0.0187
+[2025-05-12 05:46:28] (step=0086200) Train Loss: 1.1874, Train Steps/Sec: 1.50
+[2025-05-12 05:47:34] (Generator) rec_loss: 0.0819, perceptual_loss: 0.3438, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9517, generator_adv_loss: 0.0515, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3338
+[2025-05-12 05:47:34] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1152, logits_fake: -0.1030
+[2025-05-12 05:47:34] (step=0086300) Train Loss: 1.2554, Train Steps/Sec: 1.51
+[2025-05-12 05:48:41] (Generator) rec_loss: 0.0756, perceptual_loss: 0.3066, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9551, generator_adv_loss: 0.0403, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2935
+[2025-05-12 05:48:41] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0957, logits_fake: -0.0806
+[2025-05-12 05:48:41] (step=0086400) Train Loss: 1.2482, Train Steps/Sec: 1.50
+[2025-05-12 05:49:47] (Generator) rec_loss: 0.0442, perceptual_loss: 0.3066, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9511, generator_adv_loss: 0.1079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3227
+[2025-05-12 05:49:47] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.2031, logits_fake: -0.2158
+[2025-05-12 05:49:47] (step=0086500) Train Loss: 1.2218, Train Steps/Sec: 1.50
+[2025-05-12 05:50:54] (Generator) rec_loss: 0.0587, perceptual_loss: 0.3379, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9523, generator_adv_loss: 0.0476, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3506
+[2025-05-12 05:50:54] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0957, logits_fake: -0.0952
+[2025-05-12 05:50:54] (step=0086600) Train Loss: 1.2450, Train Steps/Sec: 1.50
+[2025-05-12 05:52:00] (Generator) rec_loss: 0.0630, perceptual_loss: 0.3164, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9594, generator_adv_loss: 0.0033, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3102
+[2025-05-12 05:52:01] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0146, logits_fake: -0.0066
+[2025-05-12 05:52:01] (step=0086700) Train Loss: 1.2432, Train Steps/Sec: 1.50
+[2025-05-12 05:53:07] (Generator) rec_loss: 0.0519, perceptual_loss: 0.2773, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9524, generator_adv_loss: 0.0574, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3646
+[2025-05-12 05:53:07] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1348, logits_fake: -0.1147
+[2025-05-12 05:53:07] (step=0086800) Train Loss: 1.2270, Train Steps/Sec: 1.51
+[2025-05-12 05:54:13] (Generator) rec_loss: 0.0407, perceptual_loss: 0.2656, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9513, generator_adv_loss: -0.0317, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2512
+[2025-05-12 05:54:13] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.0193, logits_fake: 0.0635
+[2025-05-12 05:54:13] (step=0086900) Train Loss: 1.1873, Train Steps/Sec: 1.51
+[2025-05-12 05:55:19] (Generator) rec_loss: 0.0554, perceptual_loss: 0.3086, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9513, generator_adv_loss: 0.0510, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3215
+[2025-05-12 05:55:20] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0840, logits_fake: -0.1021
+[2025-05-12 05:55:20] (step=0087000) Train Loss: 1.1940, Train Steps/Sec: 1.51
+[2025-05-12 05:56:26] (Generator) rec_loss: 0.0452, perceptual_loss: 0.3008, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9499, generator_adv_loss: -0.0508, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3541
+[2025-05-12 05:56:26] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0737, logits_fake: 0.1016
+[2025-05-12 05:56:26] (step=0087100) Train Loss: 1.1775, Train Steps/Sec: 1.50
+[2025-05-12 05:57:32] (Generator) rec_loss: 0.0470, perceptual_loss: 0.3223, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9589, generator_adv_loss: -0.0408, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3229
+[2025-05-12 05:57:33] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0518, logits_fake: 0.0815
+[2025-05-12 05:57:33] (step=0087200) Train Loss: 1.1971, Train Steps/Sec: 1.51
+[2025-05-12 05:58:39] (Generator) rec_loss: 0.0742, perceptual_loss: 0.3242, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9563, generator_adv_loss: 0.0186, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3194
+[2025-05-12 05:58:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0415, logits_fake: -0.0371
+[2025-05-12 05:58:39] (step=0087300) Train Loss: 1.2080, Train Steps/Sec: 1.50
+[2025-05-12 05:59:45] (Generator) rec_loss: 0.0544, perceptual_loss: 0.3008, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9483, generator_adv_loss: 0.0374, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2848
+[2025-05-12 05:59:46] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.1318, logits_fake: -0.0747
+[2025-05-12 05:59:46] (step=0087400) Train Loss: 1.1925, Train Steps/Sec: 1.50
+[2025-05-12 06:00:52] (Generator) rec_loss: 0.0429, perceptual_loss: 0.3008, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9584, generator_adv_loss: 0.0293, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3204
+[2025-05-12 06:00:52] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0381, logits_fake: -0.0586
+[2025-05-12 06:00:52] (step=0087500) Train Loss: 1.1946, Train Steps/Sec: 1.50
+[2025-05-12 06:01:58] (Generator) rec_loss: 0.0943, perceptual_loss: 0.3301, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: -0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3413
+[2025-05-12 06:01:59] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0552, logits_fake: 0.0776
+[2025-05-12 06:01:59] (step=0087600) Train Loss: 1.2212, Train Steps/Sec: 1.50
+[2025-05-12 06:03:05] (Generator) rec_loss: 0.0509, perceptual_loss: 0.3066, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9544, generator_adv_loss: -0.0193, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2922
+[2025-05-12 06:03:05] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0059, logits_fake: 0.0386
+[2025-05-12 06:03:05] (step=0087700) Train Loss: 1.2234, Train Steps/Sec: 1.51
+[2025-05-12 06:04:11] (Generator) rec_loss: 0.0266, perceptual_loss: 0.2617, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9540, generator_adv_loss: 0.0598, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2818
+[2025-05-12 06:04:12] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1387, logits_fake: -0.1196
+[2025-05-12 06:04:12] (step=0087800) Train Loss: 1.2271, Train Steps/Sec: 1.50
+[2025-05-12 06:05:18] (Generator) rec_loss: 0.0846, perceptual_loss: 0.3223, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9531, generator_adv_loss: -0.0325, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3603
+[2025-05-12 06:05:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0669, logits_fake: 0.0649
+[2025-05-12 06:05:18] (step=0087900) Train Loss: 1.2218, Train Steps/Sec: 1.50
+[2025-05-12 06:06:24] (Generator) rec_loss: 0.0480, perceptual_loss: 0.2812, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9553, generator_adv_loss: -0.0242, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3024
+[2025-05-12 06:06:25] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0128, logits_fake: 0.0483
+[2025-05-12 06:06:25] (step=0088000) Train Loss: 1.2016, Train Steps/Sec: 1.50
+[2025-05-12 06:07:31] (Generator) rec_loss: 0.0477, perceptual_loss: 0.2695, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9565, generator_adv_loss: 0.0127, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3059
+[2025-05-12 06:07:31] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0030, logits_fake: -0.0254
+[2025-05-12 06:07:31] (step=0088100) Train Loss: 1.1654, Train Steps/Sec: 1.50
+[2025-05-12 06:08:37] (Generator) rec_loss: 0.0601, perceptual_loss: 0.2812, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9553, generator_adv_loss: -0.0262, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3010
+[2025-05-12 06:08:38] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0430, logits_fake: 0.0525
+[2025-05-12 06:08:38] (step=0088200) Train Loss: 1.2071, Train Steps/Sec: 1.50
+[2025-05-12 06:09:44] (Generator) rec_loss: 0.0554, perceptual_loss: 0.3789, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9573, generator_adv_loss: -0.0193, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3521
+[2025-05-12 06:09:44] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0298, logits_fake: 0.0386
+[2025-05-12 06:09:44] (step=0088300) Train Loss: 1.1640, Train Steps/Sec: 1.50
+[2025-05-12 06:10:50] (Generator) rec_loss: 0.0594, perceptual_loss: 0.2852, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9535, generator_adv_loss: -0.0280, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3078
+[2025-05-12 06:10:51] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0708, logits_fake: 0.0559
+[2025-05-12 06:10:51] (step=0088400) Train Loss: 1.1784, Train Steps/Sec: 1.50
+[2025-05-12 06:11:57] (Generator) rec_loss: 0.0877, perceptual_loss: 0.3203, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9521, generator_adv_loss: -0.0479, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3435
+[2025-05-12 06:11:57] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1025, logits_fake: 0.0957
+[2025-05-12 06:11:57] (step=0088500) Train Loss: 1.1908, Train Steps/Sec: 1.50
+[2025-05-12 06:13:03] (Generator) rec_loss: 0.1107, perceptual_loss: 0.4043, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9557, generator_adv_loss: -0.0398, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3731
+[2025-05-12 06:13:03] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0430, logits_fake: 0.0796
+[2025-05-12 06:13:04] (step=0088600) Train Loss: 1.1327, Train Steps/Sec: 1.51
+[2025-05-12 06:14:09] (Generator) rec_loss: 0.0350, perceptual_loss: 0.2598, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9502, generator_adv_loss: 0.0198, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2964
+[2025-05-12 06:14:10] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0311, logits_fake: -0.0396
+[2025-05-12 06:14:10] (step=0088700) Train Loss: 1.2171, Train Steps/Sec: 1.51
+[2025-05-12 06:15:16] (Generator) rec_loss: 0.0641, perceptual_loss: 0.3184, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9559, generator_adv_loss: -0.0192, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3575
+[2025-05-12 06:15:16] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0079, logits_fake: 0.0383
+[2025-05-12 06:15:16] (step=0088800) Train Loss: 1.1829, Train Steps/Sec: 1.50
+[2025-05-12 06:16:22] (Generator) rec_loss: 0.0388, perceptual_loss: 0.2852, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9541, generator_adv_loss: -0.0898, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3151
+[2025-05-12 06:16:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1846, logits_fake: 0.1797
+[2025-05-12 06:16:23] (step=0088900) Train Loss: 1.1705, Train Steps/Sec: 1.50
+[2025-05-12 06:17:29] (Generator) rec_loss: 0.0685, perceptual_loss: 0.3125, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: -0.0562, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3159
+[2025-05-12 06:17:29] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1187, logits_fake: 0.1123
+[2025-05-12 06:17:29] (step=0089000) Train Loss: 1.1058, Train Steps/Sec: 1.50
+[2025-05-12 06:18:35] (Generator) rec_loss: 0.0360, perceptual_loss: 0.2656, vq_loss: 0.0127, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9497, generator_adv_loss: 0.0479, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2693
+[2025-05-12 06:18:36] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1250, logits_fake: -0.0957
+[2025-05-12 06:18:36] (step=0089100) Train Loss: 1.1750, Train Steps/Sec: 1.50
+[2025-05-12 06:19:42] (Generator) rec_loss: 0.0539, perceptual_loss: 0.2832, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9491, generator_adv_loss: 0.0154, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3405
+[2025-05-12 06:19:42] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0398, logits_fake: -0.0309
+[2025-05-12 06:19:42] (step=0089200) Train Loss: 1.1857, Train Steps/Sec: 1.50
+[2025-05-12 06:20:48] (Generator) rec_loss: 0.0394, perceptual_loss: 0.3066, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9519, generator_adv_loss: 0.0530, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2763
+[2025-05-12 06:20:49] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1270, logits_fake: -0.1060
+[2025-05-12 06:20:49] (step=0089300) Train Loss: 1.2728, Train Steps/Sec: 1.51
+[2025-05-12 06:21:55] (Generator) rec_loss: 0.0323, perceptual_loss: 0.2715, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9472, generator_adv_loss: 0.0005, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2974
+[2025-05-12 06:21:55] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0145, logits_fake: -0.0011
+[2025-05-12 06:21:55] (step=0089400) Train Loss: 1.1934, Train Steps/Sec: 1.51
+[2025-05-12 06:23:01] (Generator) rec_loss: 0.0690, perceptual_loss: 0.3457, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9558, generator_adv_loss: -0.0255, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3170
+[2025-05-12 06:23:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0498, logits_fake: 0.0510
+[2025-05-12 06:23:02] (step=0089500) Train Loss: 1.1926, Train Steps/Sec: 1.50
+[2025-05-12 06:24:08] (Generator) rec_loss: 0.0423, perceptual_loss: 0.3125, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9543, generator_adv_loss: 0.0859, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3217
+[2025-05-12 06:24:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1738, logits_fake: -0.1719
+[2025-05-12 06:24:08] (step=0089600) Train Loss: 1.1965, Train Steps/Sec: 1.50
+[2025-05-12 06:25:14] (Generator) rec_loss: 0.0703, perceptual_loss: 0.2812, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9525, generator_adv_loss: 0.0212, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2449
+[2025-05-12 06:25:15] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0383, logits_fake: -0.0425
+[2025-05-12 06:25:15] (step=0089700) Train Loss: 1.2366, Train Steps/Sec: 1.50
+[2025-05-12 06:26:21] (Generator) rec_loss: 0.0632, perceptual_loss: 0.3145, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9561, generator_adv_loss: 0.0143, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3603
+[2025-05-12 06:26:21] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0776, logits_fake: -0.0287
+[2025-05-12 06:26:21] (step=0089800) Train Loss: 1.2576, Train Steps/Sec: 1.50
+[2025-05-12 06:27:27] (Generator) rec_loss: 0.0444, perceptual_loss: 0.2598, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9592, generator_adv_loss: -0.0371, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2843
+[2025-05-12 06:27:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0610, logits_fake: 0.0742
+[2025-05-12 06:27:28] (step=0089900) Train Loss: 1.1599, Train Steps/Sec: 1.50
+[2025-05-12 06:28:34] (Generator) rec_loss: 0.0492, perceptual_loss: 0.3066, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9591, generator_adv_loss: 0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3245
+[2025-05-12 06:28:34] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1406, logits_fake: -0.1592
+[2025-05-12 06:28:34] (step=0090000) Train Loss: 1.1806, Train Steps/Sec: 1.50
+[2025-05-12 06:28:38] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0090000.pt
+[2025-05-12 06:29:44] (Generator) rec_loss: 0.0657, perceptual_loss: 0.3027, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9523, generator_adv_loss: -0.0596, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3327
+[2025-05-12 06:29:45] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1289, logits_fake: 0.1191
+[2025-05-12 06:29:45] (step=0090100) Train Loss: 1.1991, Train Steps/Sec: 1.43
+[2025-05-12 06:30:51] (Generator) rec_loss: 0.0337, perceptual_loss: 0.3086, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9553, generator_adv_loss: -0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3353
+[2025-05-12 06:30:51] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1689, logits_fake: 0.1562
+[2025-05-12 06:30:51] (step=0090200) Train Loss: 1.1284, Train Steps/Sec: 1.51
+[2025-05-12 06:31:57] (Generator) rec_loss: 0.0484, perceptual_loss: 0.3145, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9452, generator_adv_loss: -0.0229, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3069
+[2025-05-12 06:31:57] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0645, logits_fake: 0.0459
+[2025-05-12 06:31:57] (step=0090300) Train Loss: 1.1717, Train Steps/Sec: 1.50
+[2025-05-12 06:33:03] (Generator) rec_loss: 0.0494, perceptual_loss: 0.2871, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9601, generator_adv_loss: -0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3084
+[2025-05-12 06:33:04] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0737, logits_fake: 0.1118
+[2025-05-12 06:33:04] (step=0090400) Train Loss: 1.1675, Train Steps/Sec: 1.51
+[2025-05-12 06:34:10] (Generator) rec_loss: 0.1055, perceptual_loss: 0.3398, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9570, generator_adv_loss: -0.0156, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3620
+[2025-05-12 06:34:10] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0388, logits_fake: 0.0312
+[2025-05-12 06:34:10] (step=0090500) Train Loss: 1.1903, Train Steps/Sec: 1.50
+[2025-05-12 06:35:16] (Generator) rec_loss: 0.0505, perceptual_loss: 0.2930, vq_loss: 0.0157, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9545, generator_adv_loss: 0.0869, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2983
+[2025-05-12 06:35:17] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1553, logits_fake: -0.1738
+[2025-05-12 06:35:17] (step=0090600) Train Loss: 1.2326, Train Steps/Sec: 1.50
+[2025-05-12 06:36:23] (Generator) rec_loss: 0.0607, perceptual_loss: 0.2930, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9596, generator_adv_loss: 0.0505, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2667
+[2025-05-12 06:36:23] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0801, logits_fake: -0.1011
+[2025-05-12 06:36:23] (step=0090700) Train Loss: 1.2560, Train Steps/Sec: 1.50
+[2025-05-12 06:37:29] (Generator) rec_loss: 0.0552, perceptual_loss: 0.3203, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9586, generator_adv_loss: -0.0474, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3169
+[2025-05-12 06:37:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0864, logits_fake: 0.0947
+[2025-05-12 06:37:30] (step=0090800) Train Loss: 1.2276, Train Steps/Sec: 1.50
+[2025-05-12 06:38:36] (Generator) rec_loss: 0.0487, perceptual_loss: 0.2402, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9551, generator_adv_loss: -0.0154, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2333
+[2025-05-12 06:38:36] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0620, logits_fake: 0.0309
+[2025-05-12 06:38:36] (step=0090900) Train Loss: 1.2062, Train Steps/Sec: 1.50
+[2025-05-12 06:39:42] (Generator) rec_loss: 0.0552, perceptual_loss: 0.3145, vq_loss: 0.0154, commit_loss: 0.0039, entropy_loss: 0.0000, codebook_usage: 0.9486, generator_adv_loss: -0.0081, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3268
+[2025-05-12 06:39:43] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: -0.0325, logits_fake: 0.0161
+[2025-05-12 06:39:43] (step=0091000) Train Loss: 1.2166, Train Steps/Sec: 1.51
+[2025-05-12 06:40:49] (Generator) rec_loss: 0.0522, perceptual_loss: 0.3105, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9509, generator_adv_loss: -0.0269, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3202
+[2025-05-12 06:40:49] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0417, logits_fake: 0.0537
+[2025-05-12 06:40:49] (step=0091100) Train Loss: 1.1667, Train Steps/Sec: 1.50
+[2025-05-12 06:41:55] (Generator) rec_loss: 0.0664, perceptual_loss: 0.3184, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9569, generator_adv_loss: 0.0432, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3409
+[2025-05-12 06:41:56] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0762, logits_fake: -0.0864
+[2025-05-12 06:41:56] (step=0091200) Train Loss: 1.2335, Train Steps/Sec: 1.50
+[2025-05-12 06:43:02] (Generator) rec_loss: 0.0414, perceptual_loss: 0.3105, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9548, generator_adv_loss: 0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2678
+[2025-05-12 06:43:02] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1816, logits_fake: -0.1602
+[2025-05-12 06:43:02] (step=0091300) Train Loss: 1.2581, Train Steps/Sec: 1.50
+[2025-05-12 06:44:08] (Generator) rec_loss: 0.0659, perceptual_loss: 0.3125, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9495, generator_adv_loss: 0.0111, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3007
+[2025-05-12 06:44:09] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0386, logits_fake: -0.0222
+[2025-05-12 06:44:09] (step=0091400) Train Loss: 1.1894, Train Steps/Sec: 1.50
+[2025-05-12 06:45:15] (Generator) rec_loss: 0.0323, perceptual_loss: 0.2852, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9572, generator_adv_loss: 0.1221, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3055
+[2025-05-12 06:45:15] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.2559, logits_fake: -0.2441
+[2025-05-12 06:45:15] (step=0091500) Train Loss: 1.2217, Train Steps/Sec: 1.51
+[2025-05-12 06:46:21] (Generator) rec_loss: 0.0437, perceptual_loss: 0.2812, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9531, generator_adv_loss: 0.0027, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3219
+[2025-05-12 06:46:22] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0405, logits_fake: -0.0053
+[2025-05-12 06:46:22] (step=0091600) Train Loss: 1.2174, Train Steps/Sec: 1.50
+[2025-05-12 06:47:28] (Generator) rec_loss: 0.0806, perceptual_loss: 0.3223, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9567, generator_adv_loss: -0.0559, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3311
+[2025-05-12 06:47:28] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1211, logits_fake: 0.1118
+[2025-05-12 06:47:28] (step=0091700) Train Loss: 1.1931, Train Steps/Sec: 1.50
+[2025-05-12 06:48:34] (Generator) rec_loss: 0.0573, perceptual_loss: 0.3145, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9486, generator_adv_loss: 0.0249, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3151
+[2025-05-12 06:48:35] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0339, logits_fake: -0.0498
+[2025-05-12 06:48:35] (step=0091800) Train Loss: 1.1427, Train Steps/Sec: 1.51
+[2025-05-12 06:49:41] (Generator) rec_loss: 0.0799, perceptual_loss: 0.3262, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9454, generator_adv_loss: -0.0149, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2974
+[2025-05-12 06:49:41] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0435, logits_fake: 0.0298
+[2025-05-12 06:49:41] (step=0091900) Train Loss: 1.2233, Train Steps/Sec: 1.50
+[2025-05-12 06:50:47] (Generator) rec_loss: 0.0325, perceptual_loss: 0.2637, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9571, generator_adv_loss: -0.0033, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2723
+[2025-05-12 06:50:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0013, logits_fake: 0.0067
+[2025-05-12 06:50:47] (step=0092000) Train Loss: 1.1670, Train Steps/Sec: 1.51
+[2025-05-12 06:51:53] (Generator) rec_loss: 0.0468, perceptual_loss: 0.3066, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9567, generator_adv_loss: 0.0688, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3054
+[2025-05-12 06:51:54] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1113, logits_fake: -0.1377
+[2025-05-12 06:51:54] (step=0092100) Train Loss: 1.1691, Train Steps/Sec: 1.50
+[2025-05-12 06:53:00] (Generator) rec_loss: 0.0432, perceptual_loss: 0.2988, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9606, generator_adv_loss: -0.0520, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3303
+[2025-05-12 06:53:00] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.1309, logits_fake: 0.1040
+[2025-05-12 06:53:00] (step=0092200) Train Loss: 1.2070, Train Steps/Sec: 1.50
+[2025-05-12 06:54:06] (Generator) rec_loss: 0.0494, perceptual_loss: 0.2734, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9544, generator_adv_loss: 0.0083, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2927
+[2025-05-12 06:54:07] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0172, logits_fake: -0.0166
+[2025-05-12 06:54:07] (step=0092300) Train Loss: 1.1073, Train Steps/Sec: 1.50
+[2025-05-12 06:55:13] (Generator) rec_loss: 0.0559, perceptual_loss: 0.3105, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9581, generator_adv_loss: -0.0513, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3089
+[2025-05-12 06:55:13] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.1250, logits_fake: 0.1025
+[2025-05-12 06:55:13] (step=0092400) Train Loss: 1.1452, Train Steps/Sec: 1.50
+[2025-05-12 06:56:19] (Generator) rec_loss: 0.0470, perceptual_loss: 0.3164, vq_loss: 0.0126, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9451, generator_adv_loss: 0.1079, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3470
+[2025-05-12 06:56:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2207, logits_fake: -0.2158
+[2025-05-12 06:56:20] (step=0092500) Train Loss: 1.2238, Train Steps/Sec: 1.51
+[2025-05-12 06:57:26] (Generator) rec_loss: 0.0641, perceptual_loss: 0.3516, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9596, generator_adv_loss: -0.0177, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3376
+[2025-05-12 06:57:26] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0028, logits_fake: 0.0354
+[2025-05-12 06:57:26] (step=0092600) Train Loss: 1.1724, Train Steps/Sec: 1.50
+[2025-05-12 06:58:32] (Generator) rec_loss: 0.0784, perceptual_loss: 0.2949, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9599, generator_adv_loss: -0.0464, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2581
+[2025-05-12 06:58:33] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1030, logits_fake: 0.0928
+[2025-05-12 06:58:33] (step=0092700) Train Loss: 1.1363, Train Steps/Sec: 1.50
+[2025-05-12 06:59:39] (Generator) rec_loss: 0.0284, perceptual_loss: 0.2676, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9522, generator_adv_loss: 0.0032, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2861
+[2025-05-12 06:59:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0155, logits_fake: -0.0063
+[2025-05-12 06:59:39] (step=0092800) Train Loss: 1.1749, Train Steps/Sec: 1.50
+[2025-05-12 07:00:45] (Generator) rec_loss: 0.0401, perceptual_loss: 0.3086, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9572, generator_adv_loss: -0.0420, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2895
+[2025-05-12 07:00:46] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0522, logits_fake: 0.0840
+[2025-05-12 07:00:46] (step=0092900) Train Loss: 1.1600, Train Steps/Sec: 1.50
+[2025-05-12 07:01:52] (Generator) rec_loss: 0.0492, perceptual_loss: 0.2910, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9519, generator_adv_loss: 0.0211, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2928
+[2025-05-12 07:01:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0437, logits_fake: -0.0422
+[2025-05-12 07:01:52] (step=0093000) Train Loss: 1.1820, Train Steps/Sec: 1.50
+[2025-05-12 07:02:58] (Generator) rec_loss: 0.0569, perceptual_loss: 0.3066, vq_loss: 0.0121, commit_loss: 0.0030, entropy_loss: 0.0000, codebook_usage: 0.9531, generator_adv_loss: -0.0032, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3041
+[2025-05-12 07:02:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0118, logits_fake: 0.0064
+[2025-05-12 07:02:59] (step=0093100) Train Loss: 1.2215, Train Steps/Sec: 1.50
+[2025-05-12 07:04:05] (Generator) rec_loss: 0.0650, perceptual_loss: 0.3027, vq_loss: 0.0125, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9580, generator_adv_loss: 0.0065, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3277
+[2025-05-12 07:04:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0168, logits_fake: -0.0130
+[2025-05-12 07:04:05] (step=0093200) Train Loss: 1.1910, Train Steps/Sec: 1.50
+[2025-05-12 07:05:11] (Generator) rec_loss: 0.0713, perceptual_loss: 0.3438, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9538, generator_adv_loss: -0.0112, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3161
+[2025-05-12 07:05:12] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0527, logits_fake: 0.0223
+[2025-05-12 07:05:12] (step=0093300) Train Loss: 1.1694, Train Steps/Sec: 1.50
+[2025-05-12 07:06:18] (Generator) rec_loss: 0.0329, perceptual_loss: 0.2891, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9586, generator_adv_loss: 0.0698, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2653
+[2025-05-12 07:06:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1514, logits_fake: -0.1396
+[2025-05-12 07:06:18] (step=0093400) Train Loss: 1.2511, Train Steps/Sec: 1.51
+[2025-05-12 07:06:21] Beginning epoch 4...
+[2025-05-12 07:07:24] (Generator) rec_loss: 0.0371, perceptual_loss: 0.2754, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9612, generator_adv_loss: -0.0106, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3225
+[2025-05-12 07:07:25] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0294, logits_fake: 0.0212
+[2025-05-12 07:07:25] (step=0093500) Train Loss: 1.2273, Train Steps/Sec: 1.50
+[2025-05-12 07:08:31] (Generator) rec_loss: 0.0550, perceptual_loss: 0.2891, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9617, generator_adv_loss: -0.0811, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2825
+[2025-05-12 07:08:31] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1738, logits_fake: 0.1621
+[2025-05-12 07:08:31] (step=0093600) Train Loss: 1.1302, Train Steps/Sec: 1.51
+[2025-05-12 07:09:37] (Generator) rec_loss: 0.0483, perceptual_loss: 0.3047, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9595, generator_adv_loss: -0.0291, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3313
+[2025-05-12 07:09:38] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0282, logits_fake: 0.0581
+[2025-05-12 07:09:38] (step=0093700) Train Loss: 1.1264, Train Steps/Sec: 1.50
+[2025-05-12 07:10:44] (Generator) rec_loss: 0.0344, perceptual_loss: 0.2520, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9561, generator_adv_loss: -0.0294, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3051
+[2025-05-12 07:10:44] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0408, logits_fake: 0.0588
+[2025-05-12 07:10:44] (step=0093800) Train Loss: 1.1571, Train Steps/Sec: 1.50
+[2025-05-12 07:11:51] (Generator) rec_loss: 0.0586, perceptual_loss: 0.3105, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9516, generator_adv_loss: -0.0620, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2921
+[2025-05-12 07:11:51] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1006, logits_fake: 0.1240
+[2025-05-12 07:11:51] (step=0093900) Train Loss: 1.1926, Train Steps/Sec: 1.50
+[2025-05-12 07:12:57] (Generator) rec_loss: 0.0694, perceptual_loss: 0.3066, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9519, generator_adv_loss: 0.0099, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3386
+[2025-05-12 07:12:57] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0378, logits_fake: -0.0199
+[2025-05-12 07:12:57] (step=0094000) Train Loss: 1.1680, Train Steps/Sec: 1.50
+[2025-05-12 07:14:03] (Generator) rec_loss: 0.0561, perceptual_loss: 0.3027, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9478, generator_adv_loss: -0.0225, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2959
+[2025-05-12 07:14:04] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0352, logits_fake: 0.0449
+[2025-05-12 07:14:04] (step=0094100) Train Loss: 1.1665, Train Steps/Sec: 1.51
+[2025-05-12 07:15:10] (Generator) rec_loss: 0.0974, perceptual_loss: 0.3203, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9609, generator_adv_loss: 0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3316
+[2025-05-12 07:15:10] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0046, logits_fake: -0.0317
+[2025-05-12 07:15:10] (step=0094200) Train Loss: 1.1972, Train Steps/Sec: 1.50
+[2025-05-12 07:16:16] (Generator) rec_loss: 0.0583, perceptual_loss: 0.3242, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9608, generator_adv_loss: -0.0623, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2984
+[2025-05-12 07:16:17] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1196, logits_fake: 0.1245
+[2025-05-12 07:16:17] (step=0094300) Train Loss: 1.1628, Train Steps/Sec: 1.50
+[2025-05-12 07:17:23] (Generator) rec_loss: 0.0947, perceptual_loss: 0.3164, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9594, generator_adv_loss: -0.0067, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3676
+[2025-05-12 07:17:23] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0286, logits_fake: 0.0134
+[2025-05-12 07:17:23] (step=0094400) Train Loss: 1.1890, Train Steps/Sec: 1.51
+[2025-05-12 07:18:29] (Generator) rec_loss: 0.0652, perceptual_loss: 0.2969, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9572, generator_adv_loss: -0.0038, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2607
+[2025-05-12 07:18:30] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0028, logits_fake: 0.0075
+[2025-05-12 07:18:30] (step=0094500) Train Loss: 1.1375, Train Steps/Sec: 1.50
+[2025-05-12 07:19:36] (Generator) rec_loss: 0.0483, perceptual_loss: 0.3301, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9573, generator_adv_loss: -0.0231, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3087
+[2025-05-12 07:19:36] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0598, logits_fake: 0.0461
+[2025-05-12 07:19:36] (step=0094600) Train Loss: 1.1818, Train Steps/Sec: 1.50
+[2025-05-12 07:20:42] (Generator) rec_loss: 0.0525, perceptual_loss: 0.3164, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9552, generator_adv_loss: 0.0791, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3247
+[2025-05-12 07:20:43] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1504, logits_fake: -0.1582
+[2025-05-12 07:20:43] (step=0094700) Train Loss: 1.2091, Train Steps/Sec: 1.50
+[2025-05-12 07:21:49] (Generator) rec_loss: 0.0514, perceptual_loss: 0.3301, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9612, generator_adv_loss: 0.0420, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3258
+[2025-05-12 07:21:49] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0786, logits_fake: -0.0840
+[2025-05-12 07:21:49] (step=0094800) Train Loss: 1.2140, Train Steps/Sec: 1.50
+[2025-05-12 07:22:55] (Generator) rec_loss: 0.0851, perceptual_loss: 0.3047, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9600, generator_adv_loss: -0.0801, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3065
+[2025-05-12 07:22:56] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1455, logits_fake: 0.1602
+[2025-05-12 07:22:56] (step=0094900) Train Loss: 1.1793, Train Steps/Sec: 1.50
+[2025-05-12 07:24:02] (Generator) rec_loss: 0.0536, perceptual_loss: 0.2871, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9612, generator_adv_loss: -0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2911
+[2025-05-12 07:24:02] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0442, logits_fake: 0.0317
+[2025-05-12 07:24:02] (step=0095000) Train Loss: 1.1748, Train Steps/Sec: 1.50
+[2025-05-12 07:24:06] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0095000.pt
+[2025-05-12 07:25:12] (Generator) rec_loss: 0.0327, perceptual_loss: 0.3086, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9494, generator_adv_loss: -0.0593, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2864
+[2025-05-12 07:25:12] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1128, logits_fake: 0.1187
+[2025-05-12 07:25:12] (step=0095100) Train Loss: 1.1646, Train Steps/Sec: 1.43
+[2025-05-12 07:26:19] (Generator) rec_loss: 0.0517, perceptual_loss: 0.3066, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9607, generator_adv_loss: -0.0275, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2779
+[2025-05-12 07:26:19] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0415, logits_fake: 0.0549
+[2025-05-12 07:26:19] (step=0095200) Train Loss: 1.1646, Train Steps/Sec: 1.50
+[2025-05-12 07:27:25] (Generator) rec_loss: 0.0648, perceptual_loss: 0.3066, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9588, generator_adv_loss: -0.0334, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3306
+[2025-05-12 07:27:25] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.0165, logits_fake: 0.0669
+[2025-05-12 07:27:25] (step=0095300) Train Loss: 1.1916, Train Steps/Sec: 1.50
+[2025-05-12 07:28:32] (Generator) rec_loss: 0.0305, perceptual_loss: 0.2832, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9576, generator_adv_loss: 0.0204, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3115
+[2025-05-12 07:28:32] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0256, logits_fake: -0.0408
+[2025-05-12 07:28:32] (step=0095400) Train Loss: 1.1637, Train Steps/Sec: 1.50
+[2025-05-12 07:29:38] (Generator) rec_loss: 0.0359, perceptual_loss: 0.2715, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9579, generator_adv_loss: 0.0096, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2970
+[2025-05-12 07:29:38] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0030, logits_fake: -0.0193
+[2025-05-12 07:29:38] (step=0095500) Train Loss: 1.1865, Train Steps/Sec: 1.50
+[2025-05-12 07:30:44] (Generator) rec_loss: 0.0691, perceptual_loss: 0.3184, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9505, generator_adv_loss: -0.0530, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3224
+[2025-05-12 07:30:45] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0918, logits_fake: 0.1060
+[2025-05-12 07:30:45] (step=0095600) Train Loss: 1.1768, Train Steps/Sec: 1.51
+[2025-05-12 07:31:51] (Generator) rec_loss: 0.0365, perceptual_loss: 0.2354, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9491, generator_adv_loss: -0.0532, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2672
+[2025-05-12 07:31:51] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1055, logits_fake: 0.1064
+[2025-05-12 07:31:51] (step=0095700) Train Loss: 1.1595, Train Steps/Sec: 1.50
+[2025-05-12 07:32:57] (Generator) rec_loss: 0.0451, perceptual_loss: 0.3008, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9584, generator_adv_loss: -0.0547, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3439
+[2025-05-12 07:32:58] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1187, logits_fake: 0.1094
+[2025-05-12 07:32:58] (step=0095800) Train Loss: 1.1821, Train Steps/Sec: 1.50
+[2025-05-12 07:34:04] (Generator) rec_loss: 0.0519, perceptual_loss: 0.2930, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9562, generator_adv_loss: -0.0427, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3007
+[2025-05-12 07:34:04] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0457, logits_fake: 0.0854
+[2025-05-12 07:34:04] (step=0095900) Train Loss: 1.1091, Train Steps/Sec: 1.51
+[2025-05-12 07:35:10] (Generator) rec_loss: 0.0400, perceptual_loss: 0.3086, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9592, generator_adv_loss: -0.0796, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3629
+[2025-05-12 07:35:11] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1367, logits_fake: 0.1592
+[2025-05-12 07:35:11] (step=0096000) Train Loss: 1.1245, Train Steps/Sec: 1.51
+[2025-05-12 07:36:17] (Generator) rec_loss: 0.0453, perceptual_loss: 0.3066, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9589, generator_adv_loss: 0.0146, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3292
+[2025-05-12 07:36:17] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0079, logits_fake: -0.0292
+[2025-05-12 07:36:17] (step=0096100) Train Loss: 1.1329, Train Steps/Sec: 1.51
+[2025-05-12 07:37:23] (Generator) rec_loss: 0.0946, perceptual_loss: 0.3320, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9544, generator_adv_loss: -0.1357, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3236
+[2025-05-12 07:37:24] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.2793, logits_fake: 0.2715
+[2025-05-12 07:37:24] (step=0096200) Train Loss: 1.1419, Train Steps/Sec: 1.50
+[2025-05-12 07:38:30] (Generator) rec_loss: 0.0607, perceptual_loss: 0.3184, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9565, generator_adv_loss: -0.0004, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3128
+[2025-05-12 07:38:30] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0339, logits_fake: 0.0008
+[2025-05-12 07:38:30] (step=0096300) Train Loss: 1.1823, Train Steps/Sec: 1.50
+[2025-05-12 07:39:36] (Generator) rec_loss: 0.0691, perceptual_loss: 0.3066, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9526, generator_adv_loss: -0.0067, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2576
+[2025-05-12 07:39:37] (Discriminator) discriminator_adv_loss: 0.4863, disc_weight: 0.5000, logits_real: 0.0708, logits_fake: 0.0133
+[2025-05-12 07:39:37] (step=0096400) Train Loss: 1.2025, Train Steps/Sec: 1.50
+[2025-05-12 07:40:43] (Generator) rec_loss: 0.0596, perceptual_loss: 0.3398, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9523, generator_adv_loss: 0.0254, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3204
+[2025-05-12 07:40:43] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0267, logits_fake: -0.0508
+[2025-05-12 07:40:43] (step=0096500) Train Loss: 1.2017, Train Steps/Sec: 1.50
+[2025-05-12 07:41:49] (Generator) rec_loss: 0.0430, perceptual_loss: 0.3086, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9575, generator_adv_loss: 0.0576, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2799
+[2025-05-12 07:41:50] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.1069, logits_fake: -0.1152
+[2025-05-12 07:41:50] (step=0096600) Train Loss: 1.2004, Train Steps/Sec: 1.50
+[2025-05-12 07:42:56] (Generator) rec_loss: 0.0449, perceptual_loss: 0.2852, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9567, generator_adv_loss: -0.0771, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3296
+[2025-05-12 07:42:56] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1338, logits_fake: 0.1543
+[2025-05-12 07:42:56] (step=0096700) Train Loss: 1.1711, Train Steps/Sec: 1.51
+[2025-05-12 07:44:02] (Generator) rec_loss: 0.0886, perceptual_loss: 0.2852, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9589, generator_adv_loss: 0.0138, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2886
+[2025-05-12 07:44:02] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0079, logits_fake: -0.0276
+[2025-05-12 07:44:02] (step=0096800) Train Loss: 1.1277, Train Steps/Sec: 1.50
+[2025-05-12 07:45:08] (Generator) rec_loss: 0.0376, perceptual_loss: 0.2910, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9540, generator_adv_loss: -0.0518, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3364
+[2025-05-12 07:45:09] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0879, logits_fake: 0.1035
+[2025-05-12 07:45:09] (step=0096900) Train Loss: 1.1847, Train Steps/Sec: 1.50
+[2025-05-12 07:46:15] (Generator) rec_loss: 0.0583, perceptual_loss: 0.3203, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9609, generator_adv_loss: -0.0057, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3281
+[2025-05-12 07:46:15] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0076, logits_fake: 0.0114
+[2025-05-12 07:46:15] (step=0097000) Train Loss: 1.1260, Train Steps/Sec: 1.50
+[2025-05-12 07:47:22] (Generator) rec_loss: 0.0709, perceptual_loss: 0.3027, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: -0.0270, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2848
+[2025-05-12 07:47:22] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0610, logits_fake: 0.0540
+[2025-05-12 07:47:22] (step=0097100) Train Loss: 1.2236, Train Steps/Sec: 1.50
+[2025-05-12 07:48:28] (Generator) rec_loss: 0.0451, perceptual_loss: 0.3008, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: -0.0128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3125
+[2025-05-12 07:48:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0168, logits_fake: 0.0255
+[2025-05-12 07:48:28] (step=0097200) Train Loss: 1.2028, Train Steps/Sec: 1.51
+[2025-05-12 07:49:34] (Generator) rec_loss: 0.0361, perceptual_loss: 0.3105, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9571, generator_adv_loss: 0.0825, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3471
+[2025-05-12 07:49:35] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1963, logits_fake: -0.1650
+[2025-05-12 07:49:35] (step=0097300) Train Loss: 1.1881, Train Steps/Sec: 1.50
+[2025-05-12 07:50:41] (Generator) rec_loss: 0.0597, perceptual_loss: 0.3047, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9575, generator_adv_loss: 0.0098, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3099
+[2025-05-12 07:50:41] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0552, logits_fake: -0.0197
+[2025-05-12 07:50:41] (step=0097400) Train Loss: 1.2332, Train Steps/Sec: 1.50
+[2025-05-12 07:51:47] (Generator) rec_loss: 0.0432, perceptual_loss: 0.2734, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9574, generator_adv_loss: 0.0021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3207
+[2025-05-12 07:51:48] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0258, logits_fake: -0.0042
+[2025-05-12 07:51:48] (step=0097500) Train Loss: 1.1665, Train Steps/Sec: 1.51
+[2025-05-12 07:52:54] (Generator) rec_loss: 0.0812, perceptual_loss: 0.3281, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9585, generator_adv_loss: -0.0344, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3343
+[2025-05-12 07:52:54] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0898, logits_fake: 0.0688
+[2025-05-12 07:52:54] (step=0097600) Train Loss: 1.1810, Train Steps/Sec: 1.50
+[2025-05-12 07:54:00] (Generator) rec_loss: 0.1089, perceptual_loss: 0.3418, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: 0.0143, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2984
+[2025-05-12 07:54:01] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0150, logits_fake: -0.0286
+[2025-05-12 07:54:01] (step=0097700) Train Loss: 1.1756, Train Steps/Sec: 1.50
+[2025-05-12 07:55:07] (Generator) rec_loss: 0.0577, perceptual_loss: 0.2891, vq_loss: 0.0119, commit_loss: 0.0030, entropy_loss: 0.0000, codebook_usage: 0.9572, generator_adv_loss: 0.0232, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3094
+[2025-05-12 07:55:07] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0588, logits_fake: -0.0464
+[2025-05-12 07:55:07] (step=0097800) Train Loss: 1.1883, Train Steps/Sec: 1.50
+[2025-05-12 07:56:14] (Generator) rec_loss: 0.0711, perceptual_loss: 0.3145, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9632, generator_adv_loss: -0.0168, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3081
+[2025-05-12 07:56:14] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0454, logits_fake: 0.0337
+[2025-05-12 07:56:14] (step=0097900) Train Loss: 1.1884, Train Steps/Sec: 1.50
+[2025-05-12 07:57:20] (Generator) rec_loss: 0.0465, perceptual_loss: 0.3184, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9546, generator_adv_loss: 0.0052, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3195
+[2025-05-12 07:57:20] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0098, logits_fake: -0.0104
+[2025-05-12 07:57:20] (step=0098000) Train Loss: 1.2225, Train Steps/Sec: 1.50
+[2025-05-12 07:58:27] (Generator) rec_loss: 0.0367, perceptual_loss: 0.2539, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9577, generator_adv_loss: 0.0219, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3014
+[2025-05-12 07:58:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0364, logits_fake: -0.0437
+[2025-05-12 07:58:27] (step=0098100) Train Loss: 1.2040, Train Steps/Sec: 1.50
+[2025-05-12 07:59:33] (Generator) rec_loss: 0.0786, perceptual_loss: 0.3301, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9557, generator_adv_loss: 0.0591, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3148
+[2025-05-12 07:59:34] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1152, logits_fake: -0.1182
+[2025-05-12 07:59:34] (step=0098200) Train Loss: 1.2151, Train Steps/Sec: 1.50
+[2025-05-12 08:00:40] (Generator) rec_loss: 0.0553, perceptual_loss: 0.3027, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9571, generator_adv_loss: 0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3049
+[2025-05-12 08:00:40] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1611, logits_fake: -0.1426
+[2025-05-12 08:00:40] (step=0098300) Train Loss: 1.2487, Train Steps/Sec: 1.50
+[2025-05-12 08:01:46] (Generator) rec_loss: 0.0387, perceptual_loss: 0.2832, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9605, generator_adv_loss: 0.1328, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3481
+[2025-05-12 08:01:47] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2773, logits_fake: -0.2656
+[2025-05-12 08:01:47] (step=0098400) Train Loss: 1.2488, Train Steps/Sec: 1.50
+[2025-05-12 08:02:53] (Generator) rec_loss: 0.0476, perceptual_loss: 0.2949, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9620, generator_adv_loss: 0.0206, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3053
+[2025-05-12 08:02:53] (Discriminator) discriminator_adv_loss: 0.4902, disc_weight: 0.5000, logits_real: -0.0029, logits_fake: -0.0413
+[2025-05-12 08:02:53] (step=0098500) Train Loss: 1.2455, Train Steps/Sec: 1.50
+[2025-05-12 08:03:59] (Generator) rec_loss: 0.0684, perceptual_loss: 0.2930, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9579, generator_adv_loss: -0.0679, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3055
+[2025-05-12 08:04:00] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1416, logits_fake: 0.1357
+[2025-05-12 08:04:00] (step=0098600) Train Loss: 1.1367, Train Steps/Sec: 1.50
+[2025-05-12 08:05:06] (Generator) rec_loss: 0.0453, perceptual_loss: 0.2598, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9601, generator_adv_loss: 0.0366, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2369
+[2025-05-12 08:05:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0752, logits_fake: -0.0732
+[2025-05-12 08:05:06] (step=0098700) Train Loss: 1.1691, Train Steps/Sec: 1.50
+[2025-05-12 08:06:12] (Generator) rec_loss: 0.0384, perceptual_loss: 0.3086, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9640, generator_adv_loss: 0.0047, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3124
+[2025-05-12 08:06:13] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0049, logits_fake: -0.0093
+[2025-05-12 08:06:13] (step=0098800) Train Loss: 1.2217, Train Steps/Sec: 1.50
+[2025-05-12 08:07:19] (Generator) rec_loss: 0.0647, perceptual_loss: 0.3027, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9575, generator_adv_loss: -0.0181, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2789
+[2025-05-12 08:07:19] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0703, logits_fake: 0.0361
+[2025-05-12 08:07:19] (step=0098900) Train Loss: 1.1708, Train Steps/Sec: 1.51
+[2025-05-12 08:08:25] (Generator) rec_loss: 0.0449, perceptual_loss: 0.3184, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9576, generator_adv_loss: 0.0023, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3433
+[2025-05-12 08:08:25] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0036, logits_fake: -0.0046
+[2025-05-12 08:08:25] (step=0099000) Train Loss: 1.1807, Train Steps/Sec: 1.50
+[2025-05-12 08:09:32] (Generator) rec_loss: 0.0536, perceptual_loss: 0.2832, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: 0.0889, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2973
+[2025-05-12 08:09:32] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1406, logits_fake: -0.1777
+[2025-05-12 08:09:32] (step=0099100) Train Loss: 1.2117, Train Steps/Sec: 1.50
+[2025-05-12 08:10:38] (Generator) rec_loss: 0.0460, perceptual_loss: 0.2930, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9590, generator_adv_loss: 0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3061
+[2025-05-12 08:10:39] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1514, logits_fake: -0.1426
+[2025-05-12 08:10:39] (step=0099200) Train Loss: 1.2522, Train Steps/Sec: 1.50
+[2025-05-12 08:11:45] (Generator) rec_loss: 0.0387, perceptual_loss: 0.2832, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9597, generator_adv_loss: 0.0835, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2777
+[2025-05-12 08:11:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1611, logits_fake: -0.1670
+[2025-05-12 08:11:45] (step=0099300) Train Loss: 1.2000, Train Steps/Sec: 1.50
+[2025-05-12 08:12:51] (Generator) rec_loss: 0.0656, perceptual_loss: 0.2930, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9605, generator_adv_loss: 0.0152, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3031
+[2025-05-12 08:12:52] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0168, logits_fake: -0.0304
+[2025-05-12 08:12:52] (step=0099400) Train Loss: 1.2322, Train Steps/Sec: 1.50
+[2025-05-12 08:13:58] (Generator) rec_loss: 0.0399, perceptual_loss: 0.2734, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9600, generator_adv_loss: 0.0579, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2796
+[2025-05-12 08:13:58] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1406, logits_fake: -0.1157
+[2025-05-12 08:13:58] (step=0099500) Train Loss: 1.2204, Train Steps/Sec: 1.50
+[2025-05-12 08:15:04] (Generator) rec_loss: 0.0794, perceptual_loss: 0.2773, vq_loss: 0.0153, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9629, generator_adv_loss: 0.0327, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2617
+[2025-05-12 08:15:05] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.0427, logits_fake: -0.0654
+[2025-05-12 08:15:05] (step=0099600) Train Loss: 1.2580, Train Steps/Sec: 1.50
+[2025-05-12 08:16:11] (Generator) rec_loss: 0.0237, perceptual_loss: 0.2617, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9569, generator_adv_loss: 0.1064, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2935
+[2025-05-12 08:16:11] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2158, logits_fake: -0.2129
+[2025-05-12 08:16:11] (step=0099700) Train Loss: 1.2611, Train Steps/Sec: 1.50
+[2025-05-12 08:17:17] (Generator) rec_loss: 0.0372, perceptual_loss: 0.2734, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9576, generator_adv_loss: 0.0630, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2581
+[2025-05-12 08:17:18] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1494, logits_fake: -0.1260
+[2025-05-12 08:17:18] (step=0099800) Train Loss: 1.2484, Train Steps/Sec: 1.50
+[2025-05-12 08:18:24] (Generator) rec_loss: 0.1189, perceptual_loss: 0.4199, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9608, generator_adv_loss: -0.0153, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3741
+[2025-05-12 08:18:24] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0518, logits_fake: 0.0305
+[2025-05-12 08:18:24] (step=0099900) Train Loss: 1.1782, Train Steps/Sec: 1.50
+[2025-05-12 08:19:30] (Generator) rec_loss: 0.0540, perceptual_loss: 0.3008, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9644, generator_adv_loss: 0.0289, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3028
+[2025-05-12 08:19:31] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0371, logits_fake: -0.0579
+[2025-05-12 08:19:31] (step=0100000) Train Loss: 1.1898, Train Steps/Sec: 1.50
+[2025-05-12 08:19:34] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0100000.pt
+[2025-05-12 08:20:41] (Generator) rec_loss: 0.0362, perceptual_loss: 0.2988, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9580, generator_adv_loss: -0.0544, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3015
+[2025-05-12 08:20:41] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.1162, logits_fake: 0.1089
+[2025-05-12 08:20:41] (step=0100100) Train Loss: 1.1223, Train Steps/Sec: 1.42
+[2025-05-12 08:21:47] (Generator) rec_loss: 0.0392, perceptual_loss: 0.2598, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9570, generator_adv_loss: 0.0393, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3261
+[2025-05-12 08:21:47] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1211, logits_fake: -0.0786
+[2025-05-12 08:21:48] (step=0100200) Train Loss: 1.1878, Train Steps/Sec: 1.50
+[2025-05-12 08:22:54] (Generator) rec_loss: 0.0457, perceptual_loss: 0.2949, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9604, generator_adv_loss: 0.0162, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3502
+[2025-05-12 08:22:54] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0554, logits_fake: -0.0325
+[2025-05-12 08:22:54] (step=0100300) Train Loss: 1.2293, Train Steps/Sec: 1.50
+[2025-05-12 08:24:00] (Generator) rec_loss: 0.0400, perceptual_loss: 0.2656, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: -0.0159, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3150
+[2025-05-12 08:24:00] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0376, logits_fake: 0.0317
+[2025-05-12 08:24:00] (step=0100400) Train Loss: 1.2335, Train Steps/Sec: 1.50
+[2025-05-12 08:25:06] (Generator) rec_loss: 0.0496, perceptual_loss: 0.2832, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9583, generator_adv_loss: 0.0913, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3120
+[2025-05-12 08:25:07] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1963, logits_fake: -0.1826
+[2025-05-12 08:25:07] (step=0100500) Train Loss: 1.2298, Train Steps/Sec: 1.50
+[2025-05-12 08:26:13] (Generator) rec_loss: 0.0424, perceptual_loss: 0.3027, vq_loss: 0.0122, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9564, generator_adv_loss: 0.0840, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3457
+[2025-05-12 08:26:13] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: -0.1377, logits_fake: -0.1680
+[2025-05-12 08:26:13] (step=0100600) Train Loss: 1.2215, Train Steps/Sec: 1.50
+[2025-05-12 08:27:19] (Generator) rec_loss: 0.0567, perceptual_loss: 0.3203, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: -0.0105, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3516
+[2025-05-12 08:27:20] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0002, logits_fake: 0.0210
+[2025-05-12 08:27:20] (step=0100700) Train Loss: 1.1926, Train Steps/Sec: 1.50
+[2025-05-12 08:28:26] (Generator) rec_loss: 0.0510, perceptual_loss: 0.3125, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9558, generator_adv_loss: -0.0089, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2767
+[2025-05-12 08:28:26] (Discriminator) discriminator_adv_loss: 0.4883, disc_weight: 0.5000, logits_real: 0.0645, logits_fake: 0.0178
+[2025-05-12 08:28:26] (step=0100800) Train Loss: 1.1837, Train Steps/Sec: 1.50
+[2025-05-12 08:29:32] (Generator) rec_loss: 0.0561, perceptual_loss: 0.3027, vq_loss: 0.0134, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9584, generator_adv_loss: 0.1196, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2534
+[2025-05-12 08:29:33] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.2441, logits_fake: -0.2393
+[2025-05-12 08:29:33] (step=0100900) Train Loss: 1.1782, Train Steps/Sec: 1.50
+[2025-05-12 08:30:39] (Generator) rec_loss: 0.0544, perceptual_loss: 0.2910, vq_loss: 0.0131, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9583, generator_adv_loss: 0.0933, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3069
+[2025-05-12 08:30:39] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.2295, logits_fake: -0.1865
+[2025-05-12 08:30:39] (step=0101000) Train Loss: 1.2439, Train Steps/Sec: 1.50
+[2025-05-12 08:31:45] (Generator) rec_loss: 0.0661, perceptual_loss: 0.3398, vq_loss: 0.0129, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9528, generator_adv_loss: 0.0347, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2948
+[2025-05-12 08:31:46] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0815, logits_fake: -0.0693
+[2025-05-12 08:31:46] (step=0101100) Train Loss: 1.2176, Train Steps/Sec: 1.51
+[2025-05-12 08:32:52] (Generator) rec_loss: 0.0449, perceptual_loss: 0.3047, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9612, generator_adv_loss: -0.0459, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3372
+[2025-05-12 08:32:52] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0952, logits_fake: 0.0918
+[2025-05-12 08:32:52] (step=0101200) Train Loss: 1.1764, Train Steps/Sec: 1.51
+[2025-05-12 08:33:58] (Generator) rec_loss: 0.0469, perceptual_loss: 0.2773, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9639, generator_adv_loss: 0.0535, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3157
+[2025-05-12 08:33:59] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.1079, logits_fake: -0.1069
+[2025-05-12 08:33:59] (step=0101300) Train Loss: 1.1843, Train Steps/Sec: 1.51
+[2025-05-12 08:35:05] (Generator) rec_loss: 0.0537, perceptual_loss: 0.2949, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9644, generator_adv_loss: 0.0042, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3009
+[2025-05-12 08:35:05] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0403, logits_fake: -0.0083
+[2025-05-12 08:35:05] (step=0101400) Train Loss: 1.2103, Train Steps/Sec: 1.51
+[2025-05-12 08:36:11] (Generator) rec_loss: 0.0461, perceptual_loss: 0.3047, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9586, generator_adv_loss: 0.0500, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2710
+[2025-05-12 08:36:11] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1289, logits_fake: -0.1001
+[2025-05-12 08:36:11] (step=0101500) Train Loss: 1.2336, Train Steps/Sec: 1.51
+[2025-05-12 08:37:17] (Generator) rec_loss: 0.0412, perceptual_loss: 0.2559, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9618, generator_adv_loss: 0.0540, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2784
+[2025-05-12 08:37:18] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1279, logits_fake: -0.1079
+[2025-05-12 08:37:18] (step=0101600) Train Loss: 1.2345, Train Steps/Sec: 1.51
+[2025-05-12 08:38:24] (Generator) rec_loss: 0.0544, perceptual_loss: 0.3066, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9594, generator_adv_loss: 0.0297, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3605
+[2025-05-12 08:38:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0625, logits_fake: -0.0593
+[2025-05-12 08:38:24] (step=0101700) Train Loss: 1.1758, Train Steps/Sec: 1.50
+[2025-05-12 08:39:30] (Generator) rec_loss: 0.0488, perceptual_loss: 0.2812, vq_loss: 0.0132, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9549, generator_adv_loss: 0.0479, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2964
+[2025-05-12 08:39:31] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1172, logits_fake: -0.0957
+[2025-05-12 08:39:31] (step=0101800) Train Loss: 1.2173, Train Steps/Sec: 1.51
+[2025-05-12 08:40:36] (Generator) rec_loss: 0.0681, perceptual_loss: 0.3066, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9571, generator_adv_loss: 0.0112, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2999
+[2025-05-12 08:40:37] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0266, logits_fake: -0.0225
+[2025-05-12 08:40:37] (step=0101900) Train Loss: 1.2123, Train Steps/Sec: 1.51
+[2025-05-12 08:41:43] (Generator) rec_loss: 0.0843, perceptual_loss: 0.3223, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9545, generator_adv_loss: -0.0242, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2896
+[2025-05-12 08:41:43] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0581, logits_fake: 0.0483
+[2025-05-12 08:41:43] (step=0102000) Train Loss: 1.1731, Train Steps/Sec: 1.51
+[2025-05-12 08:42:49] (Generator) rec_loss: 0.0426, perceptual_loss: 0.3008, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9574, generator_adv_loss: 0.0156, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3101
+[2025-05-12 08:42:50] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0388, logits_fake: -0.0312
+[2025-05-12 08:42:50] (step=0102100) Train Loss: 1.1739, Train Steps/Sec: 1.50
+[2025-05-12 08:43:56] (Generator) rec_loss: 0.0945, perceptual_loss: 0.2969, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9558, generator_adv_loss: -0.0021, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2728
+[2025-05-12 08:43:56] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0278, logits_fake: 0.0042
+[2025-05-12 08:43:56] (step=0102200) Train Loss: 1.1513, Train Steps/Sec: 1.50
+[2025-05-12 08:45:02] (Generator) rec_loss: 0.0359, perceptual_loss: 0.2520, vq_loss: 0.0128, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9546, generator_adv_loss: -0.0359, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2716
+[2025-05-12 08:45:03] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0664, logits_fake: 0.0718
+[2025-05-12 08:45:03] (step=0102300) Train Loss: 1.1750, Train Steps/Sec: 1.50
+[2025-05-12 08:46:09] (Generator) rec_loss: 0.0455, perceptual_loss: 0.2988, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9566, generator_adv_loss: -0.0062, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3171
+[2025-05-12 08:46:09] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0256, logits_fake: 0.0123
+[2025-05-12 08:46:09] (step=0102400) Train Loss: 1.1437, Train Steps/Sec: 1.50
+[2025-05-12 08:47:15] (Generator) rec_loss: 0.0604, perceptual_loss: 0.3828, vq_loss: 0.0122, commit_loss: 0.0030, entropy_loss: 0.0000, codebook_usage: 0.9583, generator_adv_loss: 0.0918, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3819
+[2025-05-12 08:47:16] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.1611, logits_fake: -0.1836
+[2025-05-12 08:47:16] (step=0102500) Train Loss: 1.2151, Train Steps/Sec: 1.50
+[2025-05-12 08:48:22] (Generator) rec_loss: 0.0531, perceptual_loss: 0.3203, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9611, generator_adv_loss: 0.0996, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3209
+[2025-05-12 08:48:22] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.2637, logits_fake: -0.1992
+[2025-05-12 08:48:22] (step=0102600) Train Loss: 1.2468, Train Steps/Sec: 1.51
+[2025-05-12 08:49:28] (Generator) rec_loss: 0.0783, perceptual_loss: 0.3320, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9627, generator_adv_loss: -0.0684, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3194
+[2025-05-12 08:49:29] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1455, logits_fake: 0.1367
+[2025-05-12 08:49:29] (step=0102700) Train Loss: 1.2213, Train Steps/Sec: 1.50
+[2025-05-12 08:50:35] (Generator) rec_loss: 0.0552, perceptual_loss: 0.3125, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9616, generator_adv_loss: 0.0084, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2823
+[2025-05-12 08:50:35] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0269, logits_fake: -0.0167
+[2025-05-12 08:50:35] (step=0102800) Train Loss: 1.1576, Train Steps/Sec: 1.50
+[2025-05-12 08:51:41] (Generator) rec_loss: 0.0530, perceptual_loss: 0.3145, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9590, generator_adv_loss: -0.0530, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3269
+[2025-05-12 08:51:42] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1245, logits_fake: 0.1060
+[2025-05-12 08:51:42] (step=0102900) Train Loss: 1.1668, Train Steps/Sec: 1.50
+[2025-05-12 08:52:48] (Generator) rec_loss: 0.0402, perceptual_loss: 0.2773, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9590, generator_adv_loss: -0.0253, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2993
+[2025-05-12 08:52:48] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0342, logits_fake: 0.0505
+[2025-05-12 08:52:48] (step=0103000) Train Loss: 1.1129, Train Steps/Sec: 1.51
+[2025-05-12 08:53:54] (Generator) rec_loss: 0.0842, perceptual_loss: 0.3105, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9559, generator_adv_loss: -0.0713, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3513
+[2025-05-12 08:53:55] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.0928, logits_fake: 0.1426
+[2025-05-12 08:53:55] (step=0103100) Train Loss: 1.1258, Train Steps/Sec: 1.51
+[2025-05-12 08:55:01] (Generator) rec_loss: 0.0538, perceptual_loss: 0.2891, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9548, generator_adv_loss: -0.0645, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3477
+[2025-05-12 08:55:01] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0928, logits_fake: 0.1289
+[2025-05-12 08:55:01] (step=0103200) Train Loss: 1.1286, Train Steps/Sec: 1.50
+[2025-05-12 08:56:07] (Generator) rec_loss: 0.0522, perceptual_loss: 0.2734, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: 0.0005, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2898
+[2025-05-12 08:56:08] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0308, logits_fake: -0.0011
+[2025-05-12 08:56:08] (step=0103300) Train Loss: 1.1858, Train Steps/Sec: 1.50
+[2025-05-12 08:57:14] (Generator) rec_loss: 0.0538, perceptual_loss: 0.2930, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9643, generator_adv_loss: -0.0103, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3374
+[2025-05-12 08:57:14] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0432, logits_fake: 0.0206
+[2025-05-12 08:57:14] (step=0103400) Train Loss: 1.1842, Train Steps/Sec: 1.50
+[2025-05-12 08:58:20] (Generator) rec_loss: 0.0926, perceptual_loss: 0.3203, vq_loss: 0.0145, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9620, generator_adv_loss: -0.0032, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3075
+[2025-05-12 08:58:21] (Discriminator) discriminator_adv_loss: 0.4863, disc_weight: 0.5000, logits_real: 0.0613, logits_fake: 0.0063
+[2025-05-12 08:58:21] (step=0103500) Train Loss: 1.2073, Train Steps/Sec: 1.50
+[2025-05-12 08:59:27] (Generator) rec_loss: 0.0531, perceptual_loss: 0.2969, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9610, generator_adv_loss: 0.0781, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3293
+[2025-05-12 08:59:27] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.1807, logits_fake: -0.1562
+[2025-05-12 08:59:27] (step=0103600) Train Loss: 1.1986, Train Steps/Sec: 1.51
+[2025-05-12 09:00:33] (Generator) rec_loss: 0.0455, perceptual_loss: 0.2793, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9560, generator_adv_loss: -0.0090, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3085
+[2025-05-12 09:00:34] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0090, logits_fake: 0.0179
+[2025-05-12 09:00:34] (step=0103700) Train Loss: 1.2165, Train Steps/Sec: 1.51
+[2025-05-12 09:01:40] (Generator) rec_loss: 0.0769, perceptual_loss: 0.3164, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9541, generator_adv_loss: -0.0437, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3283
+[2025-05-12 09:01:40] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0659, logits_fake: 0.0874
+[2025-05-12 09:01:40] (step=0103800) Train Loss: 1.2101, Train Steps/Sec: 1.50
+[2025-05-12 09:02:46] (Generator) rec_loss: 0.0531, perceptual_loss: 0.2891, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9535, generator_adv_loss: 0.0388, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2985
+[2025-05-12 09:02:46] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0718, logits_fake: -0.0776
+[2025-05-12 09:02:46] (step=0103900) Train Loss: 1.2054, Train Steps/Sec: 1.50
+[2025-05-12 09:03:52] (Generator) rec_loss: 0.0506, perceptual_loss: 0.3262, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9584, generator_adv_loss: 0.0188, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3308
+[2025-05-12 09:03:53] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0571, logits_fake: -0.0376
+[2025-05-12 09:03:53] (step=0104000) Train Loss: 1.2368, Train Steps/Sec: 1.51
+[2025-05-12 09:04:59] (Generator) rec_loss: 0.0426, perceptual_loss: 0.3184, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9585, generator_adv_loss: 0.0098, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3405
+[2025-05-12 09:04:59] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0002, logits_fake: -0.0195
+[2025-05-12 09:04:59] (step=0104100) Train Loss: 1.1776, Train Steps/Sec: 1.50
+[2025-05-12 09:06:06] (Generator) rec_loss: 0.0844, perceptual_loss: 0.3457, vq_loss: 0.0148, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9584, generator_adv_loss: -0.1006, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3222
+[2025-05-12 09:06:06] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1934, logits_fake: 0.2012
+[2025-05-12 09:06:06] (step=0104200) Train Loss: 1.1833, Train Steps/Sec: 1.50
+[2025-05-12 09:07:12] (Generator) rec_loss: 0.0527, perceptual_loss: 0.3086, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9580, generator_adv_loss: 0.0123, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3393
+[2025-05-12 09:07:12] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0148, logits_fake: -0.0245
+[2025-05-12 09:07:12] (step=0104300) Train Loss: 1.1794, Train Steps/Sec: 1.50
+[2025-05-12 09:08:19] (Generator) rec_loss: 0.0519, perceptual_loss: 0.3281, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9598, generator_adv_loss: 0.0273, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3239
+[2025-05-12 09:08:19] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0767, logits_fake: -0.0547
+[2025-05-12 09:08:19] (step=0104400) Train Loss: 1.1850, Train Steps/Sec: 1.50
+[2025-05-12 09:09:25] (Generator) rec_loss: 0.0712, perceptual_loss: 0.3223, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9574, generator_adv_loss: 0.0106, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3236
+[2025-05-12 09:09:25] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: 0.0039, logits_fake: -0.0211
+[2025-05-12 09:09:25] (step=0104500) Train Loss: 1.1568, Train Steps/Sec: 1.50
+[2025-05-12 09:10:31] (Generator) rec_loss: 0.0393, perceptual_loss: 0.3086, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9592, generator_adv_loss: -0.0508, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2602
+[2025-05-12 09:10:32] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1025, logits_fake: 0.1016
+[2025-05-12 09:10:32] (step=0104600) Train Loss: 1.1936, Train Steps/Sec: 1.50
+[2025-05-12 09:11:38] (Generator) rec_loss: 0.0532, perceptual_loss: 0.3145, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9613, generator_adv_loss: -0.0254, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3444
+[2025-05-12 09:11:38] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0245, logits_fake: 0.0508
+[2025-05-12 09:11:38] (step=0104700) Train Loss: 1.2152, Train Steps/Sec: 1.50
+[2025-05-12 09:12:44] (Generator) rec_loss: 0.0375, perceptual_loss: 0.2871, vq_loss: 0.0130, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9549, generator_adv_loss: 0.0630, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2868
+[2025-05-12 09:12:45] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1387, logits_fake: -0.1260
+[2025-05-12 09:12:45] (step=0104800) Train Loss: 1.1940, Train Steps/Sec: 1.51
+[2025-05-12 09:13:51] (Generator) rec_loss: 0.0490, perceptual_loss: 0.2676, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9571, generator_adv_loss: 0.0703, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2974
+[2025-05-12 09:13:51] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.1533, logits_fake: -0.1406
+[2025-05-12 09:13:51] (step=0104900) Train Loss: 1.2468, Train Steps/Sec: 1.50
+[2025-05-12 09:14:57] (Generator) rec_loss: 0.0492, perceptual_loss: 0.2676, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9548, generator_adv_loss: 0.0153, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3145
+[2025-05-12 09:14:58] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0376, logits_fake: -0.0305
+[2025-05-12 09:14:58] (step=0105000) Train Loss: 1.1767, Train Steps/Sec: 1.50
+[2025-05-12 09:15:02] Saved checkpoint to ck_cnn_clipb_ibq/005-TokenFlow/checkpoints/0105000.pt
+[2025-05-12 09:16:08] (Generator) rec_loss: 0.0371, perceptual_loss: 0.2734, vq_loss: 0.0127, commit_loss: 0.0032, entropy_loss: 0.0000, codebook_usage: 0.9602, generator_adv_loss: -0.0151, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3087
+[2025-05-12 09:16:08] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0327, logits_fake: 0.0303
+[2025-05-12 09:16:08] (step=0105100) Train Loss: 1.1436, Train Steps/Sec: 1.43
+[2025-05-12 09:17:14] (Generator) rec_loss: 0.0731, perceptual_loss: 0.3281, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9586, generator_adv_loss: -0.1201, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3219
+[2025-05-12 09:17:15] (Discriminator) discriminator_adv_loss: 0.5117, disc_weight: 0.5000, logits_real: 0.1924, logits_fake: 0.2402
+[2025-05-12 09:17:15] (step=0105200) Train Loss: 1.1657, Train Steps/Sec: 1.50
+[2025-05-12 09:18:21] (Generator) rec_loss: 0.0594, perceptual_loss: 0.3340, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9621, generator_adv_loss: -0.0786, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2913
+[2025-05-12 09:18:21] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1416, logits_fake: 0.1572
+[2025-05-12 09:18:21] (step=0105300) Train Loss: 1.0801, Train Steps/Sec: 1.50
+[2025-05-12 09:19:27] (Generator) rec_loss: 0.0433, perceptual_loss: 0.3262, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9603, generator_adv_loss: -0.0723, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3229
+[2025-05-12 09:19:27] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1436, logits_fake: 0.1445
+[2025-05-12 09:19:27] (step=0105400) Train Loss: 1.0774, Train Steps/Sec: 1.50
+[2025-05-12 09:20:33] (Generator) rec_loss: 0.0647, perceptual_loss: 0.3125, vq_loss: 0.0135, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9594, generator_adv_loss: -0.1025, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3595
+[2025-05-12 09:20:34] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.1709, logits_fake: 0.2051
+[2025-05-12 09:20:34] (step=0105500) Train Loss: 1.1224, Train Steps/Sec: 1.51
+[2025-05-12 09:21:40] (Generator) rec_loss: 0.0370, perceptual_loss: 0.3047, vq_loss: 0.0134, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9546, generator_adv_loss: 0.0238, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3299
+[2025-05-12 09:21:40] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0408, logits_fake: -0.0476
+[2025-05-12 09:21:40] (step=0105600) Train Loss: 1.1309, Train Steps/Sec: 1.51
+[2025-05-12 09:22:46] (Generator) rec_loss: 0.0352, perceptual_loss: 0.2812, vq_loss: 0.0125, commit_loss: 0.0031, entropy_loss: 0.0000, codebook_usage: 0.9499, generator_adv_loss: 0.0393, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3412
+[2025-05-12 09:22:47] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0713, logits_fake: -0.0786
+[2025-05-12 09:22:47] (step=0105700) Train Loss: 1.1905, Train Steps/Sec: 1.50
+[2025-05-12 09:23:53] (Generator) rec_loss: 0.0480, perceptual_loss: 0.2871, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9513, generator_adv_loss: 0.0128, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2748
+[2025-05-12 09:23:53] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0322, logits_fake: -0.0256
+[2025-05-12 09:23:53] (step=0105800) Train Loss: 1.1941, Train Steps/Sec: 1.50
+[2025-05-12 09:24:59] (Generator) rec_loss: 0.0407, perceptual_loss: 0.2930, vq_loss: 0.0146, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9578, generator_adv_loss: -0.0125, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3192
+[2025-05-12 09:25:00] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0374, logits_fake: 0.0250
+[2025-05-12 09:25:00] (step=0105900) Train Loss: 1.1898, Train Steps/Sec: 1.50
+[2025-05-12 09:26:06] (Generator) rec_loss: 0.0707, perceptual_loss: 0.3262, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9586, generator_adv_loss: -0.0488, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3125
+[2025-05-12 09:26:06] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.1211, logits_fake: 0.0977
+[2025-05-12 09:26:06] (step=0106000) Train Loss: 1.1583, Train Steps/Sec: 1.50
+[2025-05-12 09:27:12] (Generator) rec_loss: 0.0379, perceptual_loss: 0.2793, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9568, generator_adv_loss: 0.0272, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3224
+[2025-05-12 09:27:13] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: -0.0439, logits_fake: -0.0544
+[2025-05-12 09:27:13] (step=0106100) Train Loss: 1.1665, Train Steps/Sec: 1.50
+[2025-05-12 09:28:19] (Generator) rec_loss: 0.0381, perceptual_loss: 0.2676, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9609, generator_adv_loss: -0.0124, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2791
+[2025-05-12 09:28:19] (Discriminator) discriminator_adv_loss: 0.4980, disc_weight: 0.5000, logits_real: 0.0295, logits_fake: 0.0248
+[2025-05-12 09:28:19] (step=0106200) Train Loss: 1.2137, Train Steps/Sec: 1.50
+[2025-05-12 09:29:25] (Generator) rec_loss: 0.0577, perceptual_loss: 0.3184, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9587, generator_adv_loss: 0.0133, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3252
+[2025-05-12 09:29:26] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0388, logits_fake: -0.0266
+[2025-05-12 09:29:26] (step=0106300) Train Loss: 1.1840, Train Steps/Sec: 1.50
+[2025-05-12 09:30:32] (Generator) rec_loss: 0.0545, perceptual_loss: 0.3203, vq_loss: 0.0152, commit_loss: 0.0038, entropy_loss: 0.0000, codebook_usage: 0.9586, generator_adv_loss: 0.0425, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3208
+[2025-05-12 09:30:32] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0645, logits_fake: -0.0850
+[2025-05-12 09:30:32] (step=0106400) Train Loss: 1.1947, Train Steps/Sec: 1.51
+[2025-05-12 09:31:38] (Generator) rec_loss: 0.0303, perceptual_loss: 0.2695, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9626, generator_adv_loss: -0.0110, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3323
+[2025-05-12 09:31:39] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0366, logits_fake: 0.0220
+[2025-05-12 09:31:39] (step=0106500) Train Loss: 1.2219, Train Steps/Sec: 1.50
+[2025-05-12 09:32:45] (Generator) rec_loss: 0.0933, perceptual_loss: 0.2969, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9627, generator_adv_loss: 0.0354, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2734
+[2025-05-12 09:32:45] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0820, logits_fake: -0.0708
+[2025-05-12 09:32:45] (step=0106600) Train Loss: 1.1917, Train Steps/Sec: 1.50
+[2025-05-12 09:33:51] (Generator) rec_loss: 0.0340, perceptual_loss: 0.2930, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9601, generator_adv_loss: -0.0471, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2789
+[2025-05-12 09:33:52] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: 0.0708, logits_fake: 0.0942
+[2025-05-12 09:33:52] (step=0106700) Train Loss: 1.1394, Train Steps/Sec: 1.50
+[2025-05-12 09:34:58] (Generator) rec_loss: 0.0672, perceptual_loss: 0.3105, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9620, generator_adv_loss: -0.0347, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2899
+[2025-05-12 09:34:58] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0588, logits_fake: 0.0693
+[2025-05-12 09:34:58] (step=0106800) Train Loss: 1.1334, Train Steps/Sec: 1.51
+[2025-05-12 09:36:04] (Generator) rec_loss: 0.0319, perceptual_loss: 0.3164, vq_loss: 0.0139, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9630, generator_adv_loss: 0.0371, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3170
+[2025-05-12 09:36:05] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0815, logits_fake: -0.0742
+[2025-05-12 09:36:05] (step=0106900) Train Loss: 1.1722, Train Steps/Sec: 1.50
+[2025-05-12 09:37:11] (Generator) rec_loss: 0.0542, perceptual_loss: 0.2520, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9634, generator_adv_loss: 0.0150, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2821
+[2025-05-12 09:37:11] (Discriminator) discriminator_adv_loss: 0.4941, disc_weight: 0.5000, logits_real: -0.0109, logits_fake: -0.0300
+[2025-05-12 09:37:11] (step=0107000) Train Loss: 1.1688, Train Steps/Sec: 1.50
+[2025-05-12 09:38:17] (Generator) rec_loss: 0.0599, perceptual_loss: 0.3008, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9631, generator_adv_loss: 0.0408, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3412
+[2025-05-12 09:38:18] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0894, logits_fake: -0.0815
+[2025-05-12 09:38:18] (step=0107100) Train Loss: 1.1458, Train Steps/Sec: 1.50
+[2025-05-12 09:39:24] (Generator) rec_loss: 0.0582, perceptual_loss: 0.2871, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9618, generator_adv_loss: 0.0118, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3264
+[2025-05-12 09:39:24] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0206, logits_fake: -0.0236
+[2025-05-12 09:39:24] (step=0107200) Train Loss: 1.1832, Train Steps/Sec: 1.50
+[2025-05-12 09:40:30] (Generator) rec_loss: 0.0457, perceptual_loss: 0.2598, vq_loss: 0.0140, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9610, generator_adv_loss: -0.0613, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2573
+[2025-05-12 09:40:31] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.1079, logits_fake: 0.1226
+[2025-05-12 09:40:31] (step=0107300) Train Loss: 1.1162, Train Steps/Sec: 1.50
+[2025-05-12 09:41:37] (Generator) rec_loss: 0.0517, perceptual_loss: 0.2871, vq_loss: 0.0142, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9579, generator_adv_loss: -0.0417, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2987
+[2025-05-12 09:41:37] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0737, logits_fake: 0.0835
+[2025-05-12 09:41:37] (step=0107400) Train Loss: 1.1575, Train Steps/Sec: 1.50
+[2025-05-12 09:42:43] (Generator) rec_loss: 0.0678, perceptual_loss: 0.2930, vq_loss: 0.0138, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9520, generator_adv_loss: -0.0449, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3078
+[2025-05-12 09:42:44] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: 0.0986, logits_fake: 0.0898
+[2025-05-12 09:42:44] (step=0107500) Train Loss: 1.1425, Train Steps/Sec: 1.50
+[2025-05-12 09:43:50] (Generator) rec_loss: 0.0909, perceptual_loss: 0.3359, vq_loss: 0.0147, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9594, generator_adv_loss: -0.0679, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3398
+[2025-05-12 09:43:50] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: 0.0767, logits_fake: 0.1357
+[2025-05-12 09:43:50] (step=0107600) Train Loss: 1.1737, Train Steps/Sec: 1.50
+[2025-05-12 09:44:56] (Generator) rec_loss: 0.0362, perceptual_loss: 0.3047, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9636, generator_adv_loss: -0.0182, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3134
+[2025-05-12 09:44:57] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0195, logits_fake: 0.0364
+[2025-05-12 09:44:57] (step=0107700) Train Loss: 1.1426, Train Steps/Sec: 1.50
+[2025-05-12 09:46:03] (Generator) rec_loss: 0.0564, perceptual_loss: 0.3008, vq_loss: 0.0133, commit_loss: 0.0033, entropy_loss: 0.0000, codebook_usage: 0.9558, generator_adv_loss: -0.0182, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2687
+[2025-05-12 09:46:03] (Discriminator) discriminator_adv_loss: 0.4922, disc_weight: 0.5000, logits_real: 0.0688, logits_fake: 0.0364
+[2025-05-12 09:46:03] (step=0107800) Train Loss: 1.1522, Train Steps/Sec: 1.50
+[2025-05-12 09:47:09] (Generator) rec_loss: 0.0497, perceptual_loss: 0.3047, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9567, generator_adv_loss: -0.0088, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2879
+[2025-05-12 09:47:10] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0177, logits_fake: 0.0176
+[2025-05-12 09:47:10] (step=0107900) Train Loss: 1.1397, Train Steps/Sec: 1.50
+[2025-05-12 09:48:16] (Generator) rec_loss: 0.0289, perceptual_loss: 0.2520, vq_loss: 0.0138, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9632, generator_adv_loss: -0.0099, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3277
+[2025-05-12 09:48:16] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0120, logits_fake: 0.0199
+[2025-05-12 09:48:16] (step=0108000) Train Loss: 1.1996, Train Steps/Sec: 1.50
+[2025-05-12 09:49:23] (Generator) rec_loss: 0.0485, perceptual_loss: 0.2812, vq_loss: 0.0136, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9613, generator_adv_loss: -0.0518, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2838
+[2025-05-12 09:49:23] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1006, logits_fake: 0.1035
+[2025-05-12 09:49:23] (step=0108100) Train Loss: 1.1441, Train Steps/Sec: 1.50
+[2025-05-12 09:50:29] (Generator) rec_loss: 0.0586, perceptual_loss: 0.3086, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9638, generator_adv_loss: -0.0092, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3245
+[2025-05-12 09:50:30] (Discriminator) discriminator_adv_loss: 0.5156, disc_weight: 0.5000, logits_real: -0.0417, logits_fake: 0.0184
+[2025-05-12 09:50:30] (step=0108200) Train Loss: 1.1458, Train Steps/Sec: 1.50
+[2025-05-12 09:51:36] (Generator) rec_loss: 0.0602, perceptual_loss: 0.2676, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9615, generator_adv_loss: -0.0767, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2693
+[2025-05-12 09:51:36] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1494, logits_fake: 0.1533
+[2025-05-12 09:51:36] (step=0108300) Train Loss: 1.1830, Train Steps/Sec: 1.50
+[2025-05-12 09:52:42] (Generator) rec_loss: 0.0430, perceptual_loss: 0.2891, vq_loss: 0.0142, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9604, generator_adv_loss: -0.0192, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3505
+[2025-05-12 09:52:43] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0408, logits_fake: 0.0383
+[2025-05-12 09:52:43] (step=0108400) Train Loss: 1.1284, Train Steps/Sec: 1.50
+[2025-05-12 09:53:49] (Generator) rec_loss: 0.0649, perceptual_loss: 0.2930, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9629, generator_adv_loss: 0.0075, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2876
+[2025-05-12 09:53:49] (Discriminator) discriminator_adv_loss: 0.5078, disc_weight: 0.5000, logits_real: -0.0527, logits_fake: -0.0150
+[2025-05-12 09:53:49] (step=0108500) Train Loss: 1.1720, Train Steps/Sec: 1.50
+[2025-05-12 09:54:55] (Generator) rec_loss: 0.0306, perceptual_loss: 0.3066, vq_loss: 0.0150, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9582, generator_adv_loss: 0.0029, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2921
+[2025-05-12 09:54:56] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0007, logits_fake: -0.0058
+[2025-05-12 09:54:56] (step=0108600) Train Loss: 1.1966, Train Steps/Sec: 1.50
+[2025-05-12 09:56:02] (Generator) rec_loss: 0.0590, perceptual_loss: 0.3066, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9592, generator_adv_loss: 0.0227, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2980
+[2025-05-12 09:56:02] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: -0.0430, logits_fake: -0.0454
+[2025-05-12 09:56:02] (step=0108700) Train Loss: 1.2105, Train Steps/Sec: 1.50
+[2025-05-12 09:57:08] (Generator) rec_loss: 0.0250, perceptual_loss: 0.2617, vq_loss: 0.0141, commit_loss: 0.0035, entropy_loss: 0.0000, codebook_usage: 0.9637, generator_adv_loss: -0.0266, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2969
+[2025-05-12 09:57:09] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0518, logits_fake: 0.0532
+[2025-05-12 09:57:09] (step=0108800) Train Loss: 1.1776, Train Steps/Sec: 1.51
+[2025-05-12 09:58:15] (Generator) rec_loss: 0.0560, perceptual_loss: 0.3184, vq_loss: 0.0143, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9660, generator_adv_loss: -0.0540, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3543
+[2025-05-12 09:58:15] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: 0.0996, logits_fake: 0.1079
+[2025-05-12 09:58:15] (step=0108900) Train Loss: 1.1152, Train Steps/Sec: 1.50
+[2025-05-12 09:59:21] (Generator) rec_loss: 0.0341, perceptual_loss: 0.3086, vq_loss: 0.0146, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9657, generator_adv_loss: 0.0228, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2581
+[2025-05-12 09:59:22] (Discriminator) discriminator_adv_loss: 0.4961, disc_weight: 0.5000, logits_real: -0.0299, logits_fake: -0.0457
+[2025-05-12 09:59:22] (step=0109000) Train Loss: 1.1647, Train Steps/Sec: 1.50
+[2025-05-12 10:00:28] (Generator) rec_loss: 0.0590, perceptual_loss: 0.3184, vq_loss: 0.0144, commit_loss: 0.0036, entropy_loss: 0.0000, codebook_usage: 0.9621, generator_adv_loss: -0.0986, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3451
+[2025-05-12 10:00:28] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.1895, logits_fake: 0.1973
+[2025-05-12 10:00:28] (step=0109100) Train Loss: 1.1564, Train Steps/Sec: 1.50
+[2025-05-12 10:01:34] (Generator) rec_loss: 0.0653, perceptual_loss: 0.3105, vq_loss: 0.0149, commit_loss: 0.0037, entropy_loss: 0.0000, codebook_usage: 0.9625, generator_adv_loss: -0.0013, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.3528
+[2025-05-12 10:01:34] (Discriminator) discriminator_adv_loss: 0.5039, disc_weight: 0.5000, logits_real: -0.0161, logits_fake: 0.0026
+[2025-05-12 10:01:34] (step=0109200) Train Loss: 1.1494, Train Steps/Sec: 1.50
+[2025-05-12 10:02:41] (Generator) rec_loss: 0.0561, perceptual_loss: 0.2930, vq_loss: 0.0137, commit_loss: 0.0034, entropy_loss: 0.0000, codebook_usage: 0.9635, generator_adv_loss: -0.0410, disc_adaptive_weight: 1.0000, disc_weight: 0.5000, vqkd_loss: 0.2665
+[2025-05-12 10:02:41] (Discriminator) discriminator_adv_loss: 0.5000, disc_weight: 0.5000, logits_real: 0.0806, logits_fake: 0.0820
+[2025-05-12 10:02:41] (step=0109300) Train Loss: 1.1684, Train Steps/Sec: 1.50