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  1. cub200/run_005/Eval/eval.log.rank0 +245 -0
  2. cub200/run_005/Eval/eval_results.json +16 -0
  3. cub200/run_005/checkpoint-26000/model.safetensors +3 -0
  4. cub200/run_005/checkpoint-26000/optimizer.bin +3 -0
  5. cub200/run_005/checkpoint-26000/random_states_0.pkl +3 -0
  6. cub200/run_005/checkpoint-26000/scheduler.bin +3 -0
  7. cub200/run_005/checkpoint-26000/transformer/config.json +30 -0
  8. cub200/run_005/checkpoint-26000/transformer/diffusion_pytorch_model.safetensors +3 -0
  9. cub200/run_005/checkpoint-28000/model.safetensors +3 -0
  10. cub200/run_005/checkpoint-28000/optimizer.bin +3 -0
  11. cub200/run_005/checkpoint-28000/random_states_0.pkl +3 -0
  12. cub200/run_005/checkpoint-28000/scheduler.bin +3 -0
  13. cub200/run_005/checkpoint-28000/transformer/config.json +30 -0
  14. cub200/run_005/checkpoint-28000/transformer/diffusion_pytorch_model.safetensors +3 -0
  15. cub200/run_005/checkpoint-30000/model.safetensors +3 -0
  16. cub200/run_005/checkpoint-30000/optimizer.bin +3 -0
  17. cub200/run_005/checkpoint-30000/random_states_0.pkl +3 -0
  18. cub200/run_005/checkpoint-30000/scheduler.bin +3 -0
  19. cub200/run_005/checkpoint-30000/transformer/config.json +30 -0
  20. cub200/run_005/checkpoint-30000/transformer/diffusion_pytorch_model.safetensors +3 -0
  21. cub200/run_005/model_index.json +24 -0
  22. cub200/run_005/scheduler/scheduler_config.json +27 -0
  23. cub200/run_005/text_encoder/config.json +33 -0
  24. cub200/run_005/text_encoder/model.safetensors +3 -0
  25. cub200/run_005/tokenizer/tokenizer.json +0 -0
  26. cub200/run_005/tokenizer/tokenizer_config.json +117 -0
  27. cub200/run_005/training.log +717 -0
  28. cub200/run_005/training_args.json +40 -0
  29. cub200/run_005/training_summary.json +7 -0
  30. cub200/run_005/transformer/config.json +30 -0
  31. cub200/run_005/transformer/diffusion_pytorch_model.safetensors +3 -0
  32. cub200/run_005/vae/config.json +38 -0
  33. cub200/run_005/vae/diffusion_pytorch_model.safetensors +3 -0
  34. cub200/run_005/validation/collage_step_0001000.png +3 -0
  35. cub200/run_005/validation/collage_step_0002000.png +3 -0
  36. cub200/run_005/validation/collage_step_0003000.png +3 -0
  37. cub200/run_005/validation/collage_step_0004000.png +3 -0
  38. cub200/run_005/validation/collage_step_0005000.png +3 -0
  39. cub200/run_005/validation/collage_step_0006000.png +3 -0
  40. cub200/run_005/validation/collage_step_0007000.png +3 -0
  41. cub200/run_005/validation/collage_step_0008000.png +3 -0
  42. cub200/run_005/validation/collage_step_0009000.png +3 -0
  43. cub200/run_005/validation/collage_step_0010000.png +3 -0
  44. cub200/run_005/validation/collage_step_0011000.png +3 -0
  45. cub200/run_005/validation/collage_step_0012000.png +3 -0
  46. cub200/run_005/validation/collage_step_0013000.png +3 -0
  47. cub200/run_005/validation/collage_step_0014000.png +3 -0
  48. cub200/run_005/validation/collage_step_0015000.png +3 -0
  49. cub200/run_005/validation/collage_step_0016000.png +3 -0
  50. cub200/run_005/validation/collage_step_0017000.png +3 -0
cub200/run_005/Eval/eval.log.rank0 ADDED
@@ -0,0 +1,245 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [2026-06-09 03:23:37] [RANK-0] [INFO] Loading PixArt-Alpha pipeline from RESULTS/cub200/run_005 ...
2
+ [2026-06-09 03:23:47] [RANK-0] [INFO] Loading InceptionV3 (FID dim=64) ...
3
+ [2026-06-09 03:23:48] [RANK-0] [INFO] Loading CLIP (ViT-B/32) ...
4
+ [2026-06-09 03:23:50] [RANK-0] [INFO] Loading LPIPS ...
5
+ [2026-06-09 03:23:51] [RANK-0] [INFO] Loading PickScore ...
6
+ [2026-06-09 03:23:58] [RANK-0] [INFO] Loading HPSv2 (v2.0) ...
7
+ [2026-06-09 03:24:12] [RANK-0] [INFO] Loading HPSv2.1 (v2.1) ...
8
+ [2026-06-09 03:24:24] [RANK-0] [INFO] Loading Aesthetic scorer ...
9
+ [2026-06-09 03:24:30] [RANK-0] [INFO] Dataset: 17685 samples split across 1 GPUs (~2211 batches/rank)
10
+ [2026-06-09 03:24:30] [RANK-0] [INFO] Starting evaluation...
11
+ [2026-06-09 03:24:30] [RANK-0] [INFO] Checkpoint : RESULTS/cub200/run_005
12
+ [2026-06-09 03:24:30] [RANK-0] [INFO] Total samples: 17685 | World size: 1
13
+ [2026-06-09 03:24:30] [RANK-0] [INFO] FID dim : 64 | Inf steps: 20 | Guidance: 5
14
+ [2026-06-09 03:26:08] [RANK-0] [INFO] [rank 0] Batch [10/2211] | CLIP 28.8134 | LPIPS 0.7445 | Pick 0.2184 | HPSv2 0.2800 | HPSv2.1 0.2375 | Aes 5.3040
15
+ [2026-06-09 03:27:42] [RANK-0] [INFO] [rank 0] Batch [20/2211] | CLIP 28.7518 | LPIPS 0.7540 | Pick 0.2182 | HPSv2 0.2803 | HPSv2.1 0.2373 | Aes 5.3382
16
+ [2026-06-09 03:29:17] [RANK-0] [INFO] [rank 0] Batch [30/2211] | CLIP 28.8218 | LPIPS 0.7688 | Pick 0.2182 | HPSv2 0.2804 | HPSv2.1 0.2382 | Aes 5.3458
17
+ [2026-06-09 03:30:52] [RANK-0] [INFO] [rank 0] Batch [40/2211] | CLIP 28.9161 | LPIPS 0.7681 | Pick 0.2187 | HPSv2 0.2810 | HPSv2.1 0.2395 | Aes 5.3535
18
+ [2026-06-09 03:32:26] [RANK-0] [INFO] [rank 0] Batch [50/2211] | CLIP 28.8890 | LPIPS 0.7670 | Pick 0.2187 | HPSv2 0.2809 | HPSv2.1 0.2397 | Aes 5.3586
19
+ [2026-06-09 03:34:01] [RANK-0] [INFO] [rank 0] Batch [60/2211] | CLIP 28.9049 | LPIPS 0.7700 | Pick 0.2186 | HPSv2 0.2806 | HPSv2.1 0.2389 | Aes 5.3454
20
+ [2026-06-09 03:35:35] [RANK-0] [INFO] [rank 0] Batch [70/2211] | CLIP 28.8939 | LPIPS 0.7719 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2389 | Aes 5.3395
21
+ [2026-06-09 03:37:10] [RANK-0] [INFO] [rank 0] Batch [80/2211] | CLIP 28.9191 | LPIPS 0.7706 | Pick 0.2186 | HPSv2 0.2805 | HPSv2.1 0.2386 | Aes 5.3381
22
+ [2026-06-09 03:38:45] [RANK-0] [INFO] [rank 0] Batch [90/2211] | CLIP 28.8518 | LPIPS 0.7707 | Pick 0.2186 | HPSv2 0.2804 | HPSv2.1 0.2381 | Aes 5.3374
23
+ [2026-06-09 03:40:20] [RANK-0] [INFO] [rank 0] Batch [100/2211] | CLIP 28.8203 | LPIPS 0.7746 | Pick 0.2185 | HPSv2 0.2802 | HPSv2.1 0.2378 | Aes 5.3342
24
+ [2026-06-09 03:41:56] [RANK-0] [INFO] [rank 0] Batch [110/2211] | CLIP 28.8369 | LPIPS 0.7731 | Pick 0.2184 | HPSv2 0.2802 | HPSv2.1 0.2379 | Aes 5.3389
25
+ [2026-06-09 03:43:31] [RANK-0] [INFO] [rank 0] Batch [120/2211] | CLIP 28.8672 | LPIPS 0.7746 | Pick 0.2186 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3398
26
+ [2026-06-09 03:45:06] [RANK-0] [INFO] [rank 0] Batch [130/2211] | CLIP 28.8986 | LPIPS 0.7737 | Pick 0.2185 | HPSv2 0.2804 | HPSv2.1 0.2381 | Aes 5.3382
27
+ [2026-06-09 03:46:40] [RANK-0] [INFO] [rank 0] Batch [140/2211] | CLIP 28.8701 | LPIPS 0.7741 | Pick 0.2186 | HPSv2 0.2806 | HPSv2.1 0.2383 | Aes 5.3438
28
+ [2026-06-09 03:48:15] [RANK-0] [INFO] [rank 0] Batch [150/2211] | CLIP 28.8442 | LPIPS 0.7756 | Pick 0.2184 | HPSv2 0.2804 | HPSv2.1 0.2381 | Aes 5.3415
29
+ [2026-06-09 03:49:49] [RANK-0] [INFO] [rank 0] Batch [160/2211] | CLIP 28.8248 | LPIPS 0.7758 | Pick 0.2184 | HPSv2 0.2803 | HPSv2.1 0.2380 | Aes 5.3419
30
+ [2026-06-09 03:51:23] [RANK-0] [INFO] [rank 0] Batch [170/2211] | CLIP 28.7994 | LPIPS 0.7746 | Pick 0.2184 | HPSv2 0.2802 | HPSv2.1 0.2379 | Aes 5.3427
31
+ [2026-06-09 03:52:57] [RANK-0] [INFO] [rank 0] Batch [180/2211] | CLIP 28.8168 | LPIPS 0.7735 | Pick 0.2184 | HPSv2 0.2803 | HPSv2.1 0.2381 | Aes 5.3427
32
+ [2026-06-09 03:54:30] [RANK-0] [INFO] [rank 0] Batch [190/2211] | CLIP 28.8131 | LPIPS 0.7748 | Pick 0.2184 | HPSv2 0.2803 | HPSv2.1 0.2381 | Aes 5.3431
33
+ [2026-06-09 03:56:04] [RANK-0] [INFO] [rank 0] Batch [200/2211] | CLIP 28.8201 | LPIPS 0.7749 | Pick 0.2185 | HPSv2 0.2803 | HPSv2.1 0.2380 | Aes 5.3428
34
+ [2026-06-09 03:57:38] [RANK-0] [INFO] [rank 0] Batch [210/2211] | CLIP 28.8200 | LPIPS 0.7746 | Pick 0.2184 | HPSv2 0.2802 | HPSv2.1 0.2379 | Aes 5.3422
35
+ [2026-06-09 03:59:12] [RANK-0] [INFO] [rank 0] Batch [220/2211] | CLIP 28.8135 | LPIPS 0.7752 | Pick 0.2184 | HPSv2 0.2802 | HPSv2.1 0.2378 | Aes 5.3407
36
+ [2026-06-09 04:00:46] [RANK-0] [INFO] [rank 0] Batch [230/2211] | CLIP 28.8202 | LPIPS 0.7762 | Pick 0.2185 | HPSv2 0.2803 | HPSv2.1 0.2380 | Aes 5.3421
37
+ [2026-06-09 04:02:20] [RANK-0] [INFO] [rank 0] Batch [240/2211] | CLIP 28.8262 | LPIPS 0.7767 | Pick 0.2185 | HPSv2 0.2803 | HPSv2.1 0.2380 | Aes 5.3420
38
+ [2026-06-09 04:03:54] [RANK-0] [INFO] [rank 0] Batch [250/2211] | CLIP 28.8218 | LPIPS 0.7769 | Pick 0.2185 | HPSv2 0.2804 | HPSv2.1 0.2381 | Aes 5.3430
39
+ [2026-06-09 04:05:28] [RANK-0] [INFO] [rank 0] Batch [260/2211] | CLIP 28.8197 | LPIPS 0.7761 | Pick 0.2185 | HPSv2 0.2804 | HPSv2.1 0.2379 | Aes 5.3426
40
+ [2026-06-09 04:07:03] [RANK-0] [INFO] [rank 0] Batch [270/2211] | CLIP 28.8223 | LPIPS 0.7762 | Pick 0.2185 | HPSv2 0.2804 | HPSv2.1 0.2379 | Aes 5.3449
41
+ [2026-06-09 04:08:37] [RANK-0] [INFO] [rank 0] Batch [280/2211] | CLIP 28.8249 | LPIPS 0.7757 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2381 | Aes 5.3462
42
+ [2026-06-09 04:10:11] [RANK-0] [INFO] [rank 0] Batch [290/2211] | CLIP 28.8062 | LPIPS 0.7767 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2381 | Aes 5.3484
43
+ [2026-06-09 04:11:46] [RANK-0] [INFO] [rank 0] Batch [300/2211] | CLIP 28.8095 | LPIPS 0.7777 | Pick 0.2185 | HPSv2 0.2804 | HPSv2.1 0.2381 | Aes 5.3477
44
+ [2026-06-09 04:13:21] [RANK-0] [INFO] [rank 0] Batch [310/2211] | CLIP 28.8142 | LPIPS 0.7777 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2382 | Aes 5.3484
45
+ [2026-06-09 04:14:55] [RANK-0] [INFO] [rank 0] Batch [320/2211] | CLIP 28.8138 | LPIPS 0.7768 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3450
46
+ [2026-06-09 04:16:28] [RANK-0] [INFO] [rank 0] Batch [330/2211] | CLIP 28.8184 | LPIPS 0.7765 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2379 | Aes 5.3443
47
+ [2026-06-09 04:18:04] [RANK-0] [INFO] [rank 0] Batch [340/2211] | CLIP 28.8085 | LPIPS 0.7762 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2381 | Aes 5.3461
48
+ [2026-06-09 04:19:40] [RANK-0] [INFO] [rank 0] Batch [350/2211] | CLIP 28.8241 | LPIPS 0.7766 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2381 | Aes 5.3468
49
+ [2026-06-09 04:21:15] [RANK-0] [INFO] [rank 0] Batch [360/2211] | CLIP 28.8223 | LPIPS 0.7761 | Pick 0.2186 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3478
50
+ [2026-06-09 04:22:50] [RANK-0] [INFO] [rank 0] Batch [370/2211] | CLIP 28.8196 | LPIPS 0.7757 | Pick 0.2186 | HPSv2 0.2806 | HPSv2.1 0.2383 | Aes 5.3498
51
+ [2026-06-09 04:24:25] [RANK-0] [INFO] [rank 0] Batch [380/2211] | CLIP 28.8091 | LPIPS 0.7763 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3503
52
+ [2026-06-09 04:25:59] [RANK-0] [INFO] [rank 0] Batch [390/2211] | CLIP 28.8043 | LPIPS 0.7753 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3517
53
+ [2026-06-09 04:27:34] [RANK-0] [INFO] [rank 0] Batch [400/2211] | CLIP 28.8139 | LPIPS 0.7754 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3510
54
+ [2026-06-09 04:29:10] [RANK-0] [INFO] [rank 0] Batch [410/2211] | CLIP 28.8015 | LPIPS 0.7749 | Pick 0.2186 | HPSv2 0.2806 | HPSv2.1 0.2384 | Aes 5.3515
55
+ [2026-06-09 04:30:46] [RANK-0] [INFO] [rank 0] Batch [420/2211] | CLIP 28.8009 | LPIPS 0.7747 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3526
56
+ [2026-06-09 04:32:21] [RANK-0] [INFO] [rank 0] Batch [430/2211] | CLIP 28.8209 | LPIPS 0.7743 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3513
57
+ [2026-06-09 04:33:57] [RANK-0] [INFO] [rank 0] Batch [440/2211] | CLIP 28.8219 | LPIPS 0.7746 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3511
58
+ [2026-06-09 04:35:31] [RANK-0] [INFO] [rank 0] Batch [450/2211] | CLIP 28.8073 | LPIPS 0.7745 | Pick 0.2186 | HPSv2 0.2806 | HPSv2.1 0.2384 | Aes 5.3503
59
+ [2026-06-09 04:37:05] [RANK-0] [INFO] [rank 0] Batch [460/2211] | CLIP 28.8051 | LPIPS 0.7745 | Pick 0.2186 | HPSv2 0.2806 | HPSv2.1 0.2384 | Aes 5.3507
60
+ [2026-06-09 04:38:39] [RANK-0] [INFO] [rank 0] Batch [470/2211] | CLIP 28.8044 | LPIPS 0.7741 | Pick 0.2186 | HPSv2 0.2806 | HPSv2.1 0.2383 | Aes 5.3507
61
+ [2026-06-09 04:40:14] [RANK-0] [INFO] [rank 0] Batch [480/2211] | CLIP 28.8026 | LPIPS 0.7744 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3501
62
+ [2026-06-09 04:41:48] [RANK-0] [INFO] [rank 0] Batch [490/2211] | CLIP 28.8009 | LPIPS 0.7748 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3494
63
+ [2026-06-09 04:43:22] [RANK-0] [INFO] [rank 0] Batch [500/2211] | CLIP 28.8143 | LPIPS 0.7749 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3497
64
+ [2026-06-09 04:44:56] [RANK-0] [INFO] [rank 0] Batch [510/2211] | CLIP 28.8118 | LPIPS 0.7743 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3489
65
+ [2026-06-09 04:46:31] [RANK-0] [INFO] [rank 0] Batch [520/2211] | CLIP 28.8066 | LPIPS 0.7737 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3488
66
+ [2026-06-09 04:48:05] [RANK-0] [INFO] [rank 0] Batch [530/2211] | CLIP 28.8060 | LPIPS 0.7735 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3485
67
+ [2026-06-09 04:49:39] [RANK-0] [INFO] [rank 0] Batch [540/2211] | CLIP 28.8140 | LPIPS 0.7726 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2384 | Aes 5.3490
68
+ [2026-06-09 04:51:13] [RANK-0] [INFO] [rank 0] Batch [550/2211] | CLIP 28.8093 | LPIPS 0.7724 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2384 | Aes 5.3491
69
+ [2026-06-09 04:52:48] [RANK-0] [INFO] [rank 0] Batch [560/2211] | CLIP 28.8109 | LPIPS 0.7722 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2383 | Aes 5.3484
70
+ [2026-06-09 04:54:22] [RANK-0] [INFO] [rank 0] Batch [570/2211] | CLIP 28.8190 | LPIPS 0.7721 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3480
71
+ [2026-06-09 04:55:57] [RANK-0] [INFO] [rank 0] Batch [580/2211] | CLIP 28.8213 | LPIPS 0.7719 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2384 | Aes 5.3478
72
+ [2026-06-09 04:57:32] [RANK-0] [INFO] [rank 0] Batch [590/2211] | CLIP 28.8314 | LPIPS 0.7720 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2384 | Aes 5.3470
73
+ [2026-06-09 04:59:07] [RANK-0] [INFO] [rank 0] Batch [600/2211] | CLIP 28.8308 | LPIPS 0.7723 | Pick 0.2187 | HPSv2 0.2808 | HPSv2.1 0.2384 | Aes 5.3463
74
+ [2026-06-09 05:00:43] [RANK-0] [INFO] [rank 0] Batch [610/2211] | CLIP 28.8368 | LPIPS 0.7729 | Pick 0.2187 | HPSv2 0.2808 | HPSv2.1 0.2384 | Aes 5.3469
75
+ [2026-06-09 05:02:19] [RANK-0] [INFO] [rank 0] Batch [620/2211] | CLIP 28.8306 | LPIPS 0.7735 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2384 | Aes 5.3469
76
+ [2026-06-09 05:03:55] [RANK-0] [INFO] [rank 0] Batch [630/2211] | CLIP 28.8314 | LPIPS 0.7731 | Pick 0.2187 | HPSv2 0.2808 | HPSv2.1 0.2384 | Aes 5.3461
77
+ [2026-06-09 05:05:31] [RANK-0] [INFO] [rank 0] Batch [640/2211] | CLIP 28.8270 | LPIPS 0.7732 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2383 | Aes 5.3455
78
+ [2026-06-09 05:07:07] [RANK-0] [INFO] [rank 0] Batch [650/2211] | CLIP 28.8347 | LPIPS 0.7730 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2384 | Aes 5.3461
79
+ [2026-06-09 05:08:43] [RANK-0] [INFO] [rank 0] Batch [660/2211] | CLIP 28.8341 | LPIPS 0.7732 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3459
80
+ [2026-06-09 05:10:21] [RANK-0] [INFO] [rank 0] Batch [670/2211] | CLIP 28.8393 | LPIPS 0.7736 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3450
81
+ [2026-06-09 05:11:56] [RANK-0] [INFO] [rank 0] Batch [680/2211] | CLIP 28.8468 | LPIPS 0.7739 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3451
82
+ [2026-06-09 05:13:34] [RANK-0] [INFO] [rank 0] Batch [690/2211] | CLIP 28.8458 | LPIPS 0.7738 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3451
83
+ [2026-06-09 05:15:11] [RANK-0] [INFO] [rank 0] Batch [700/2211] | CLIP 28.8515 | LPIPS 0.7740 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3440
84
+ [2026-06-09 05:16:48] [RANK-0] [INFO] [rank 0] Batch [710/2211] | CLIP 28.8554 | LPIPS 0.7740 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3442
85
+ [2026-06-09 05:18:25] [RANK-0] [INFO] [rank 0] Batch [720/2211] | CLIP 28.8553 | LPIPS 0.7746 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3439
86
+ [2026-06-09 05:20:02] [RANK-0] [INFO] [rank 0] Batch [730/2211] | CLIP 28.8576 | LPIPS 0.7745 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3439
87
+ [2026-06-09 05:21:39] [RANK-0] [INFO] [rank 0] Batch [740/2211] | CLIP 28.8593 | LPIPS 0.7743 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3436
88
+ [2026-06-09 05:23:16] [RANK-0] [INFO] [rank 0] Batch [750/2211] | CLIP 28.8597 | LPIPS 0.7741 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3433
89
+ [2026-06-09 05:24:54] [RANK-0] [INFO] [rank 0] Batch [760/2211] | CLIP 28.8614 | LPIPS 0.7739 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3434
90
+ [2026-06-09 05:26:33] [RANK-0] [INFO] [rank 0] Batch [770/2211] | CLIP 28.8659 | LPIPS 0.7738 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3439
91
+ [2026-06-09 05:28:11] [RANK-0] [INFO] [rank 0] Batch [780/2211] | CLIP 28.8684 | LPIPS 0.7738 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3437
92
+ [2026-06-09 05:29:49] [RANK-0] [INFO] [rank 0] Batch [790/2211] | CLIP 28.8766 | LPIPS 0.7740 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3436
93
+ [2026-06-09 05:31:26] [RANK-0] [INFO] [rank 0] Batch [800/2211] | CLIP 28.8819 | LPIPS 0.7735 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3434
94
+ [2026-06-09 05:33:03] [RANK-0] [INFO] [rank 0] Batch [810/2211] | CLIP 28.8806 | LPIPS 0.7740 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3432
95
+ [2026-06-09 05:34:39] [RANK-0] [INFO] [rank 0] Batch [820/2211] | CLIP 28.8819 | LPIPS 0.7739 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3434
96
+ [2026-06-09 05:36:15] [RANK-0] [INFO] [rank 0] Batch [830/2211] | CLIP 28.8870 | LPIPS 0.7739 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3432
97
+ [2026-06-09 05:37:53] [RANK-0] [INFO] [rank 0] Batch [840/2211] | CLIP 28.8903 | LPIPS 0.7740 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2385 | Aes 5.3432
98
+ [2026-06-09 05:39:30] [RANK-0] [INFO] [rank 0] Batch [850/2211] | CLIP 28.8930 | LPIPS 0.7743 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2385 | Aes 5.3436
99
+ [2026-06-09 05:41:08] [RANK-0] [INFO] [rank 0] Batch [860/2211] | CLIP 28.8967 | LPIPS 0.7749 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3431
100
+ [2026-06-09 05:42:45] [RANK-0] [INFO] [rank 0] Batch [870/2211] | CLIP 28.9049 | LPIPS 0.7749 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2386 | Aes 5.3434
101
+ [2026-06-09 05:44:21] [RANK-0] [INFO] [rank 0] Batch [880/2211] | CLIP 28.9066 | LPIPS 0.7748 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2386 | Aes 5.3434
102
+ [2026-06-09 05:46:05] [RANK-0] [INFO] [rank 0] Batch [890/2211] | CLIP 28.9076 | LPIPS 0.7749 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2386 | Aes 5.3436
103
+ [2026-06-09 05:47:47] [RANK-0] [INFO] [rank 0] Batch [900/2211] | CLIP 28.8999 | LPIPS 0.7746 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2385 | Aes 5.3437
104
+ [2026-06-09 05:49:25] [RANK-0] [INFO] [rank 0] Batch [910/2211] | CLIP 28.8984 | LPIPS 0.7746 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2385 | Aes 5.3439
105
+ [2026-06-09 05:51:03] [RANK-0] [INFO] [rank 0] Batch [920/2211] | CLIP 28.8964 | LPIPS 0.7745 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2385 | Aes 5.3444
106
+ [2026-06-09 05:52:41] [RANK-0] [INFO] [rank 0] Batch [930/2211] | CLIP 28.8952 | LPIPS 0.7747 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2385 | Aes 5.3444
107
+ [2026-06-09 05:54:16] [RANK-0] [INFO] [rank 0] Batch [940/2211] | CLIP 28.8964 | LPIPS 0.7745 | Pick 0.2186 | HPSv2 0.2808 | HPSv2.1 0.2385 | Aes 5.3445
108
+ [2026-06-09 05:55:53] [RANK-0] [INFO] [rank 0] Batch [950/2211] | CLIP 28.8931 | LPIPS 0.7746 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3443
109
+ [2026-06-09 05:57:31] [RANK-0] [INFO] [rank 0] Batch [960/2211] | CLIP 28.8954 | LPIPS 0.7743 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3441
110
+ [2026-06-09 05:59:07] [RANK-0] [INFO] [rank 0] Batch [970/2211] | CLIP 28.8960 | LPIPS 0.7747 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3446
111
+ [2026-06-09 06:00:44] [RANK-0] [INFO] [rank 0] Batch [980/2211] | CLIP 28.8984 | LPIPS 0.7749 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3444
112
+ [2026-06-09 06:02:22] [RANK-0] [INFO] [rank 0] Batch [990/2211] | CLIP 28.8993 | LPIPS 0.7750 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3443
113
+ [2026-06-09 06:03:58] [RANK-0] [INFO] [rank 0] Batch [1000/2211] | CLIP 28.9008 | LPIPS 0.7751 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3445
114
+ [2026-06-09 06:05:35] [RANK-0] [INFO] [rank 0] Batch [1010/2211] | CLIP 28.9026 | LPIPS 0.7750 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3445
115
+ [2026-06-09 06:07:12] [RANK-0] [INFO] [rank 0] Batch [1020/2211] | CLIP 28.9061 | LPIPS 0.7748 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3448
116
+ [2026-06-09 06:08:49] [RANK-0] [INFO] [rank 0] Batch [1030/2211] | CLIP 28.9074 | LPIPS 0.7750 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3454
117
+ [2026-06-09 06:10:25] [RANK-0] [INFO] [rank 0] Batch [1040/2211] | CLIP 28.9056 | LPIPS 0.7751 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3450
118
+ [2026-06-09 06:12:01] [RANK-0] [INFO] [rank 0] Batch [1050/2211] | CLIP 28.9041 | LPIPS 0.7751 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3453
119
+ [2026-06-09 06:13:37] [RANK-0] [INFO] [rank 0] Batch [1060/2211] | CLIP 28.9072 | LPIPS 0.7754 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3446
120
+ [2026-06-09 06:15:14] [RANK-0] [INFO] [rank 0] Batch [1070/2211] | CLIP 28.9063 | LPIPS 0.7753 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3448
121
+ [2026-06-09 06:16:52] [RANK-0] [INFO] [rank 0] Batch [1080/2211] | CLIP 28.9055 | LPIPS 0.7751 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3451
122
+ [2026-06-09 06:18:28] [RANK-0] [INFO] [rank 0] Batch [1090/2211] | CLIP 28.9027 | LPIPS 0.7746 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3456
123
+ [2026-06-09 06:20:06] [RANK-0] [INFO] [rank 0] Batch [1100/2211] | CLIP 28.9063 | LPIPS 0.7747 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3458
124
+ [2026-06-09 06:21:42] [RANK-0] [INFO] [rank 0] Batch [1110/2211] | CLIP 28.9079 | LPIPS 0.7747 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3460
125
+ [2026-06-09 06:23:18] [RANK-0] [INFO] [rank 0] Batch [1120/2211] | CLIP 28.9081 | LPIPS 0.7747 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3458
126
+ [2026-06-09 06:24:55] [RANK-0] [INFO] [rank 0] Batch [1130/2211] | CLIP 28.9073 | LPIPS 0.7747 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3458
127
+ [2026-06-09 06:26:31] [RANK-0] [INFO] [rank 0] Batch [1140/2211] | CLIP 28.9078 | LPIPS 0.7750 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3456
128
+ [2026-06-09 06:28:07] [RANK-0] [INFO] [rank 0] Batch [1150/2211] | CLIP 28.9032 | LPIPS 0.7750 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3452
129
+ [2026-06-09 06:29:44] [RANK-0] [INFO] [rank 0] Batch [1160/2211] | CLIP 28.9024 | LPIPS 0.7751 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3450
130
+ [2026-06-09 06:31:21] [RANK-0] [INFO] [rank 0] Batch [1170/2211] | CLIP 28.9009 | LPIPS 0.7751 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2385 | Aes 5.3447
131
+ [2026-06-09 06:32:58] [RANK-0] [INFO] [rank 0] Batch [1180/2211] | CLIP 28.8968 | LPIPS 0.7752 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3442
132
+ [2026-06-09 06:34:35] [RANK-0] [INFO] [rank 0] Batch [1190/2211] | CLIP 28.8938 | LPIPS 0.7750 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3442
133
+ [2026-06-09 06:36:11] [RANK-0] [INFO] [rank 0] Batch [1200/2211] | CLIP 28.8994 | LPIPS 0.7751 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3436
134
+ [2026-06-09 06:37:49] [RANK-0] [INFO] [rank 0] Batch [1210/2211] | CLIP 28.8982 | LPIPS 0.7753 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3429
135
+ [2026-06-09 06:39:27] [RANK-0] [INFO] [rank 0] Batch [1220/2211] | CLIP 28.8969 | LPIPS 0.7752 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3435
136
+ [2026-06-09 06:41:03] [RANK-0] [INFO] [rank 0] Batch [1230/2211] | CLIP 28.8949 | LPIPS 0.7752 | Pick 0.2186 | HPSv2 0.2806 | HPSv2.1 0.2384 | Aes 5.3436
137
+ [2026-06-09 06:42:41] [RANK-0] [INFO] [rank 0] Batch [1240/2211] | CLIP 28.8939 | LPIPS 0.7754 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2384 | Aes 5.3436
138
+ [2026-06-09 06:44:18] [RANK-0] [INFO] [rank 0] Batch [1250/2211] | CLIP 28.8942 | LPIPS 0.7754 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3436
139
+ [2026-06-09 06:45:55] [RANK-0] [INFO] [rank 0] Batch [1260/2211] | CLIP 28.8934 | LPIPS 0.7753 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3439
140
+ [2026-06-09 06:47:31] [RANK-0] [INFO] [rank 0] Batch [1270/2211] | CLIP 28.8926 | LPIPS 0.7754 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3438
141
+ [2026-06-09 06:49:07] [RANK-0] [INFO] [rank 0] Batch [1280/2211] | CLIP 28.8938 | LPIPS 0.7754 | Pick 0.2186 | HPSv2 0.2807 | HPSv2.1 0.2383 | Aes 5.3441
142
+ [2026-06-09 06:50:43] [RANK-0] [INFO] [rank 0] Batch [1290/2211] | CLIP 28.8926 | LPIPS 0.7757 | Pick 0.2186 | HPSv2 0.2806 | HPSv2.1 0.2383 | Aes 5.3441
143
+ [2026-06-09 06:52:19] [RANK-0] [INFO] [rank 0] Batch [1300/2211] | CLIP 28.8897 | LPIPS 0.7760 | Pick 0.2186 | HPSv2 0.2806 | HPSv2.1 0.2383 | Aes 5.3444
144
+ [2026-06-09 06:53:54] [RANK-0] [INFO] [rank 0] Batch [1310/2211] | CLIP 28.8917 | LPIPS 0.7763 | Pick 0.2186 | HPSv2 0.2806 | HPSv2.1 0.2383 | Aes 5.3442
145
+ [2026-06-09 06:55:30] [RANK-0] [INFO] [rank 0] Batch [1320/2211] | CLIP 28.8891 | LPIPS 0.7761 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2383 | Aes 5.3440
146
+ [2026-06-09 06:57:07] [RANK-0] [INFO] [rank 0] Batch [1330/2211] | CLIP 28.8905 | LPIPS 0.7761 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2383 | Aes 5.3445
147
+ [2026-06-09 06:58:44] [RANK-0] [INFO] [rank 0] Batch [1340/2211] | CLIP 28.8904 | LPIPS 0.7759 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3444
148
+ [2026-06-09 07:00:21] [RANK-0] [INFO] [rank 0] Batch [1350/2211] | CLIP 28.8884 | LPIPS 0.7759 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2383 | Aes 5.3447
149
+ [2026-06-09 07:01:58] [RANK-0] [INFO] [rank 0] Batch [1360/2211] | CLIP 28.8881 | LPIPS 0.7757 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3441
150
+ [2026-06-09 07:03:36] [RANK-0] [INFO] [rank 0] Batch [1370/2211] | CLIP 28.8867 | LPIPS 0.7759 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3438
151
+ [2026-06-09 07:05:17] [RANK-0] [INFO] [rank 0] Batch [1380/2211] | CLIP 28.8868 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3438
152
+ [2026-06-09 07:06:59] [RANK-0] [INFO] [rank 0] Batch [1390/2211] | CLIP 28.8836 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3439
153
+ [2026-06-09 07:08:41] [RANK-0] [INFO] [rank 0] Batch [1400/2211] | CLIP 28.8830 | LPIPS 0.7759 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3444
154
+ [2026-06-09 07:10:23] [RANK-0] [INFO] [rank 0] Batch [1410/2211] | CLIP 28.8835 | LPIPS 0.7761 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3442
155
+ [2026-06-09 07:12:06] [RANK-0] [INFO] [rank 0] Batch [1420/2211] | CLIP 28.8804 | LPIPS 0.7761 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3446
156
+ [2026-06-09 07:13:48] [RANK-0] [INFO] [rank 0] Batch [1430/2211] | CLIP 28.8805 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3449
157
+ [2026-06-09 07:15:28] [RANK-0] [INFO] [rank 0] Batch [1440/2211] | CLIP 28.8851 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3450
158
+ [2026-06-09 07:17:10] [RANK-0] [INFO] [rank 0] Batch [1450/2211] | CLIP 28.8850 | LPIPS 0.7761 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3448
159
+ [2026-06-09 07:18:52] [RANK-0] [INFO] [rank 0] Batch [1460/2211] | CLIP 28.8822 | LPIPS 0.7762 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3445
160
+ [2026-06-09 07:20:33] [RANK-0] [INFO] [rank 0] Batch [1470/2211] | CLIP 28.8793 | LPIPS 0.7765 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3446
161
+ [2026-06-09 07:22:14] [RANK-0] [INFO] [rank 0] Batch [1480/2211] | CLIP 28.8798 | LPIPS 0.7765 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3445
162
+ [2026-06-09 07:23:56] [RANK-0] [INFO] [rank 0] Batch [1490/2211] | CLIP 28.8785 | LPIPS 0.7765 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3445
163
+ [2026-06-09 07:25:36] [RANK-0] [INFO] [rank 0] Batch [1500/2211] | CLIP 28.8822 | LPIPS 0.7765 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2382 | Aes 5.3439
164
+ [2026-06-09 07:27:18] [RANK-0] [INFO] [rank 0] Batch [1510/2211] | CLIP 28.8805 | LPIPS 0.7766 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3432
165
+ [2026-06-09 07:29:00] [RANK-0] [INFO] [rank 0] Batch [1520/2211] | CLIP 28.8795 | LPIPS 0.7765 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3430
166
+ [2026-06-09 07:30:42] [RANK-0] [INFO] [rank 0] Batch [1530/2211] | CLIP 28.8796 | LPIPS 0.7768 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3426
167
+ [2026-06-09 07:32:22] [RANK-0] [INFO] [rank 0] Batch [1540/2211] | CLIP 28.8782 | LPIPS 0.7767 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3429
168
+ [2026-06-09 07:34:03] [RANK-0] [INFO] [rank 0] Batch [1550/2211] | CLIP 28.8773 | LPIPS 0.7768 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3427
169
+ [2026-06-09 07:35:45] [RANK-0] [INFO] [rank 0] Batch [1560/2211] | CLIP 28.8777 | LPIPS 0.7768 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3429
170
+ [2026-06-09 07:37:26] [RANK-0] [INFO] [rank 0] Batch [1570/2211] | CLIP 28.8775 | LPIPS 0.7767 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3432
171
+ [2026-06-09 07:39:07] [RANK-0] [INFO] [rank 0] Batch [1580/2211] | CLIP 28.8775 | LPIPS 0.7768 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3431
172
+ [2026-06-09 07:40:47] [RANK-0] [INFO] [rank 0] Batch [1590/2211] | CLIP 28.8759 | LPIPS 0.7766 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3431
173
+ [2026-06-09 07:42:28] [RANK-0] [INFO] [rank 0] Batch [1600/2211] | CLIP 28.8740 | LPIPS 0.7764 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3429
174
+ [2026-06-09 07:44:09] [RANK-0] [INFO] [rank 0] Batch [1610/2211] | CLIP 28.8748 | LPIPS 0.7765 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3433
175
+ [2026-06-09 07:45:50] [RANK-0] [INFO] [rank 0] Batch [1620/2211] | CLIP 28.8760 | LPIPS 0.7762 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3432
176
+ [2026-06-09 07:47:31] [RANK-0] [INFO] [rank 0] Batch [1630/2211] | CLIP 28.8746 | LPIPS 0.7762 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3433
177
+ [2026-06-09 07:49:12] [RANK-0] [INFO] [rank 0] Batch [1640/2211] | CLIP 28.8739 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3436
178
+ [2026-06-09 07:50:53] [RANK-0] [INFO] [rank 0] Batch [1650/2211] | CLIP 28.8740 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3440
179
+ [2026-06-09 07:52:35] [RANK-0] [INFO] [rank 0] Batch [1660/2211] | CLIP 28.8742 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3441
180
+ [2026-06-09 07:54:15] [RANK-0] [INFO] [rank 0] Batch [1670/2211] | CLIP 28.8751 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3442
181
+ [2026-06-09 07:55:56] [RANK-0] [INFO] [rank 0] Batch [1680/2211] | CLIP 28.8741 | LPIPS 0.7758 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3440
182
+ [2026-06-09 07:57:37] [RANK-0] [INFO] [rank 0] Batch [1690/2211] | CLIP 28.8748 | LPIPS 0.7759 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3438
183
+ [2026-06-09 07:59:18] [RANK-0] [INFO] [rank 0] Batch [1700/2211] | CLIP 28.8745 | LPIPS 0.7759 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2380 | Aes 5.3437
184
+ [2026-06-09 08:00:59] [RANK-0] [INFO] [rank 0] Batch [1710/2211] | CLIP 28.8727 | LPIPS 0.7761 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2381 | Aes 5.3441
185
+ [2026-06-09 08:02:40] [RANK-0] [INFO] [rank 0] Batch [1720/2211] | CLIP 28.8735 | LPIPS 0.7761 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2380 | Aes 5.3439
186
+ [2026-06-09 08:04:22] [RANK-0] [INFO] [rank 0] Batch [1730/2211] | CLIP 28.8719 | LPIPS 0.7762 | Pick 0.2185 | HPSv2 0.2806 | HPSv2.1 0.2380 | Aes 5.3439
187
+ [2026-06-09 08:06:03] [RANK-0] [INFO] [rank 0] Batch [1740/2211] | CLIP 28.8698 | LPIPS 0.7761 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3438
188
+ [2026-06-09 08:07:44] [RANK-0] [INFO] [rank 0] Batch [1750/2211] | CLIP 28.8676 | LPIPS 0.7762 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3438
189
+ [2026-06-09 08:09:24] [RANK-0] [INFO] [rank 0] Batch [1760/2211] | CLIP 28.8683 | LPIPS 0.7762 | Pick 0.2184 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3440
190
+ [2026-06-09 08:11:02] [RANK-0] [INFO] [rank 0] Batch [1770/2211] | CLIP 28.8690 | LPIPS 0.7761 | Pick 0.2184 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3435
191
+ [2026-06-09 08:12:40] [RANK-0] [INFO] [rank 0] Batch [1780/2211] | CLIP 28.8715 | LPIPS 0.7762 | Pick 0.2184 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3431
192
+ [2026-06-09 08:14:18] [RANK-0] [INFO] [rank 0] Batch [1790/2211] | CLIP 28.8742 | LPIPS 0.7760 | Pick 0.2184 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3430
193
+ [2026-06-09 08:15:56] [RANK-0] [INFO] [rank 0] Batch [1800/2211] | CLIP 28.8772 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3429
194
+ [2026-06-09 08:17:34] [RANK-0] [INFO] [rank 0] Batch [1810/2211] | CLIP 28.8783 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3429
195
+ [2026-06-09 08:19:13] [RANK-0] [INFO] [rank 0] Batch [1820/2211] | CLIP 28.8764 | LPIPS 0.7760 | Pick 0.2184 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3427
196
+ [2026-06-09 08:20:51] [RANK-0] [INFO] [rank 0] Batch [1830/2211] | CLIP 28.8762 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3428
197
+ [2026-06-09 08:22:29] [RANK-0] [INFO] [rank 0] Batch [1840/2211] | CLIP 28.8782 | LPIPS 0.7762 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3424
198
+ [2026-06-09 08:24:07] [RANK-0] [INFO] [rank 0] Batch [1850/2211] | CLIP 28.8780 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3424
199
+ [2026-06-09 08:25:45] [RANK-0] [INFO] [rank 0] Batch [1860/2211] | CLIP 28.8770 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3430
200
+ [2026-06-09 08:27:23] [RANK-0] [INFO] [rank 0] Batch [1870/2211] | CLIP 28.8755 | LPIPS 0.7759 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3432
201
+ [2026-06-09 08:29:01] [RANK-0] [INFO] [rank 0] Batch [1880/2211] | CLIP 28.8772 | LPIPS 0.7757 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3431
202
+ [2026-06-09 08:30:38] [RANK-0] [INFO] [rank 0] Batch [1890/2211] | CLIP 28.8776 | LPIPS 0.7758 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3434
203
+ [2026-06-09 08:32:16] [RANK-0] [INFO] [rank 0] Batch [1900/2211] | CLIP 28.8759 | LPIPS 0.7759 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3431
204
+ [2026-06-09 08:33:54] [RANK-0] [INFO] [rank 0] Batch [1910/2211] | CLIP 28.8762 | LPIPS 0.7759 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3432
205
+ [2026-06-09 08:35:32] [RANK-0] [INFO] [rank 0] Batch [1920/2211] | CLIP 28.8755 | LPIPS 0.7759 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3431
206
+ [2026-06-09 08:37:09] [RANK-0] [INFO] [rank 0] Batch [1930/2211] | CLIP 28.8763 | LPIPS 0.7759 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3430
207
+ [2026-06-09 08:38:46] [RANK-0] [INFO] [rank 0] Batch [1940/2211] | CLIP 28.8761 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3428
208
+ [2026-06-09 08:40:25] [RANK-0] [INFO] [rank 0] Batch [1950/2211] | CLIP 28.8758 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3429
209
+ [2026-06-09 08:42:03] [RANK-0] [INFO] [rank 0] Batch [1960/2211] | CLIP 28.8756 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3432
210
+ [2026-06-09 08:43:41] [RANK-0] [INFO] [rank 0] Batch [1970/2211] | CLIP 28.8732 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3431
211
+ [2026-06-09 08:45:19] [RANK-0] [INFO] [rank 0] Batch [1980/2211] | CLIP 28.8740 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3429
212
+ [2026-06-09 08:46:57] [RANK-0] [INFO] [rank 0] Batch [1990/2211] | CLIP 28.8746 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3427
213
+ [2026-06-09 08:48:36] [RANK-0] [INFO] [rank 0] Batch [2000/2211] | CLIP 28.8740 | LPIPS 0.7758 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3426
214
+ [2026-06-09 08:50:14] [RANK-0] [INFO] [rank 0] Batch [2010/2211] | CLIP 28.8734 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3425
215
+ [2026-06-09 08:51:52] [RANK-0] [INFO] [rank 0] Batch [2020/2211] | CLIP 28.8767 | LPIPS 0.7760 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3422
216
+ [2026-06-09 08:53:30] [RANK-0] [INFO] [rank 0] Batch [2030/2211] | CLIP 28.8762 | LPIPS 0.7761 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3421
217
+ [2026-06-09 08:55:09] [RANK-0] [INFO] [rank 0] Batch [2040/2211] | CLIP 28.8769 | LPIPS 0.7762 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3420
218
+ [2026-06-09 08:56:50] [RANK-0] [INFO] [rank 0] Batch [2050/2211] | CLIP 28.8774 | LPIPS 0.7764 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3421
219
+ [2026-06-09 08:58:28] [RANK-0] [INFO] [rank 0] Batch [2060/2211] | CLIP 28.8769 | LPIPS 0.7763 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2379 | Aes 5.3421
220
+ [2026-06-09 09:00:05] [RANK-0] [INFO] [rank 0] Batch [2070/2211] | CLIP 28.8769 | LPIPS 0.7763 | Pick 0.2184 | HPSv2 0.2805 | HPSv2.1 0.2379 | Aes 5.3418
221
+ [2026-06-09 09:01:44] [RANK-0] [INFO] [rank 0] Batch [2080/2211] | CLIP 28.8788 | LPIPS 0.7763 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3416
222
+ [2026-06-09 09:03:23] [RANK-0] [INFO] [rank 0] Batch [2090/2211] | CLIP 28.8792 | LPIPS 0.7763 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3417
223
+ [2026-06-09 09:05:02] [RANK-0] [INFO] [rank 0] Batch [2100/2211] | CLIP 28.8789 | LPIPS 0.7764 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3418
224
+ [2026-06-09 09:06:41] [RANK-0] [INFO] [rank 0] Batch [2110/2211] | CLIP 28.8806 | LPIPS 0.7763 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3413
225
+ [2026-06-09 09:08:19] [RANK-0] [INFO] [rank 0] Batch [2120/2211] | CLIP 28.8814 | LPIPS 0.7764 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3411
226
+ [2026-06-09 09:09:58] [RANK-0] [INFO] [rank 0] Batch [2130/2211] | CLIP 28.8813 | LPIPS 0.7763 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3409
227
+ [2026-06-09 09:11:36] [RANK-0] [INFO] [rank 0] Batch [2140/2211] | CLIP 28.8821 | LPIPS 0.7765 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3411
228
+ [2026-06-09 09:13:14] [RANK-0] [INFO] [rank 0] Batch [2150/2211] | CLIP 28.8824 | LPIPS 0.7765 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3412
229
+ [2026-06-09 09:14:53] [RANK-0] [INFO] [rank 0] Batch [2160/2211] | CLIP 28.8807 | LPIPS 0.7764 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3414
230
+ [2026-06-09 09:16:31] [RANK-0] [INFO] [rank 0] Batch [2170/2211] | CLIP 28.8796 | LPIPS 0.7764 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3416
231
+ [2026-06-09 09:18:10] [RANK-0] [INFO] [rank 0] Batch [2180/2211] | CLIP 28.8804 | LPIPS 0.7764 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3418
232
+ [2026-06-09 09:19:47] [RANK-0] [INFO] [rank 0] Batch [2190/2211] | CLIP 28.8780 | LPIPS 0.7764 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3416
233
+ [2026-06-09 09:21:25] [RANK-0] [INFO] [rank 0] Batch [2200/2211] | CLIP 28.8779 | LPIPS 0.7765 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3418
234
+ [2026-06-09 09:23:04] [RANK-0] [INFO] [rank 0] Batch [2210/2211] | CLIP 28.8777 | LPIPS 0.7765 | Pick 0.2185 | HPSv2 0.2805 | HPSv2.1 0.2380 | Aes 5.3420
235
+ [2026-06-09 09:23:11] [RANK-0] [INFO] Finished feature extraction. Computing final FID...
236
+ [2026-06-09 09:23:11] [RANK-0] [INFO] ============================================================
237
+ [2026-06-09 09:23:11] [RANK-0] [INFO] FID : 16.766689
238
+ [2026-06-09 09:23:11] [RANK-0] [INFO] CLIP : 28.877122
239
+ [2026-06-09 09:23:11] [RANK-0] [INFO] LPIPS : 0.776565
240
+ [2026-06-09 09:23:11] [RANK-0] [INFO] PickScore : 0.218461
241
+ [2026-06-09 09:23:11] [RANK-0] [INFO] HPSv2 : 0.280537
242
+ [2026-06-09 09:23:11] [RANK-0] [INFO] HPSv2.1 : 0.237992
243
+ [2026-06-09 09:23:11] [RANK-0] [INFO] Aesthetic : 5.341997
244
+ [2026-06-09 09:23:11] [RANK-0] [INFO] ============================================================
245
+ [2026-06-09 09:23:11] [RANK-0] [INFO] Results saved to ./RESULTS/cub200/run_005/Eval/eval_results.json
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+ Training started: 2026-06-08 14:50:59
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+ ==========================================================================================
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+ Step | Epoch | Loss | Avg100 | LR | Elapsed | ETA
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+ ------------------------------------------------------------------------------------------
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+ [14:50:59] Run directory: RESULTS/cub200/run_005
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+ [14:50:59] Loading PixArt-Sigma components ...
7
+ [14:51:15] Transformer params: 610,856,096 total, 610,856,096 trainable
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+ [14:51:15] Building dataset ...
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+ [14:51:15]
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+ [14:51:15] ================================================================
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+ [14:51:15] Model = PixArt-alpha/PixArt-Sigma-XL-2-512-MS
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+ [14:51:15] Output dir = RESULTS/cub200/run_005
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+ [14:51:15] Num examples = 41255
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+ [14:51:15] Num epochs = 2
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+ [14:51:15] Batch/device = 2
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+ [14:51:15] Precision = bf16
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+ [14:51:15] Resolution = 512x512
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+ [14:51:15] ================================================================
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+ [14:56:55] Generating 16 validation images ...
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+ [14:57:16] Validation step 1000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0001000.png
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+ [15:03:01] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-2000
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+ [15:03:02] Generating 16 validation images ...
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+ [15:03:23] Validation step 2000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0002000.png
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+ 2750 | 0 | 0.169835 | 0.089812 | 9.86e-06 | 0:16:37 | 2:44:41
85
+ 2800 | 0 | 0.143922 | 0.090778 | 9.85e-06 | 0:16:54 | 2:44:11
86
+ 2850 | 0 | 0.022403 | 0.089578 | 9.84e-06 | 0:17:11 | 2:43:41
87
+ 2900 | 0 | 0.021569 | 0.088406 | 9.84e-06 | 0:17:27 | 2:43:13
88
+ 2950 | 0 | 0.073304 | 0.088150 | 9.83e-06 | 0:17:44 | 2:42:44
89
+ 3000 | 0 | 0.455703 | 0.094276 | 9.82e-06 | 0:18:01 | 2:42:16
90
+ [15:09:01] Generating 16 validation images ...
91
+ [15:09:22] Validation step 3000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0003000.png
92
+ 3050 | 0 | 0.086820 | 0.094154 | 9.82e-06 | 0:18:40 | 2:44:59
93
+ 3100 | 0 | 0.065434 | 0.093690 | 9.81e-06 | 0:18:57 | 2:44:28
94
+ 3150 | 0 | 0.153757 | 0.094644 | 9.80e-06 | 0:19:14 | 2:43:58
95
+ 3200 | 0 | 0.030923 | 0.093648 | 9.79e-06 | 0:19:31 | 2:43:29
96
+ 3250 | 0 | 0.000325 | 0.092212 | 9.79e-06 | 0:19:48 | 2:43:00
97
+ 3300 | 0 | 0.032221 | 0.091303 | 9.78e-06 | 0:20:05 | 2:42:31
98
+ 3350 | 0 | 0.519581 | 0.097696 | 9.77e-06 | 0:20:22 | 2:42:02
99
+ 3400 | 0 | 0.004934 | 0.096331 | 9.76e-06 | 0:20:39 | 2:41:34
100
+ 3450 | 0 | 0.057520 | 0.095769 | 9.76e-06 | 0:20:56 | 2:41:06
101
+ 3500 | 0 | 0.040145 | 0.094974 | 9.75e-06 | 0:21:13 | 2:40:39
102
+ 3550 | 0 | 0.019284 | 0.093908 | 9.74e-06 | 0:21:30 | 2:40:12
103
+ 3600 | 0 | 0.252517 | 0.096111 | 9.73e-06 | 0:21:47 | 2:39:45
104
+ 3650 | 0 | 0.159872 | 0.096985 | 9.72e-06 | 0:22:04 | 2:39:19
105
+ 3700 | 0 | 0.007057 | 0.095769 | 9.71e-06 | 0:22:21 | 2:38:52
106
+ 3750 | 0 | 0.128495 | 0.096206 | 9.70e-06 | 0:22:38 | 2:38:26
107
+ 3800 | 0 | 0.182631 | 0.097343 | 9.69e-06 | 0:22:55 | 2:38:00
108
+ 3850 | 0 | 0.009043 | 0.096196 | 9.69e-06 | 0:23:12 | 2:37:35
109
+ 3900 | 0 | 0.039100 | 0.095464 | 9.68e-06 | 0:23:29 | 2:37:09
110
+ 3950 | 0 | 0.291378 | 0.097944 | 9.67e-06 | 0:23:46 | 2:36:44
111
+ 4000 | 0 | 0.172501 | 0.098876 | 9.66e-06 | 0:24:03 | 2:36:19
112
+ [15:15:11] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-4000
113
+ [15:15:12] Generating 16 validation images ...
114
+ [15:15:32] Validation step 4000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0004000.png
115
+ 4050 | 0 | 0.016367 | 0.097857 | 9.65e-06 | 0:24:50 | 2:39:09
116
+ 4100 | 0 | 0.068078 | 0.097494 | 9.64e-06 | 0:25:07 | 2:38:42
117
+ 4150 | 0 | 0.036269 | 0.096757 | 9.63e-06 | 0:25:24 | 2:38:15
118
+ 4200 | 0 | 0.012050 | 0.095748 | 9.62e-06 | 0:25:41 | 2:37:48
119
+ 4250 | 0 | 0.005260 | 0.094684 | 9.61e-06 | 0:25:58 | 2:37:21
120
+ 4300 | 0 | 0.079898 | 0.094512 | 9.60e-06 | 0:26:15 | 2:36:54
121
+ 4350 | 0 | 0.003209 | 0.093462 | 9.59e-06 | 0:26:32 | 2:36:28
122
+ 4400 | 0 | 0.216776 | 0.094864 | 9.57e-06 | 0:26:49 | 2:36:02
123
+ 4450 | 0 | 0.163564 | 0.095635 | 9.56e-06 | 0:27:06 | 2:35:36
124
+ 4500 | 0 | 0.435600 | 0.099413 | 9.55e-06 | 0:27:23 | 2:35:11
125
+ 4550 | 0 | 0.037959 | 0.098738 | 9.54e-06 | 0:27:40 | 2:34:46
126
+ 4600 | 0 | 0.177108 | 0.099589 | 9.53e-06 | 0:27:57 | 2:34:20
127
+ 4650 | 0 | 0.089278 | 0.099478 | 9.52e-06 | 0:28:14 | 2:33:55
128
+ 4700 | 0 | 0.266338 | 0.101254 | 9.51e-06 | 0:28:31 | 2:33:30
129
+ 4750 | 0 | 0.161482 | 0.101888 | 9.50e-06 | 0:28:48 | 2:33:05
130
+ 4800 | 0 | 0.511879 | 0.106158 | 9.48e-06 | 0:29:05 | 2:32:41
131
+ 4850 | 0 | 0.099157 | 0.106086 | 9.47e-06 | 0:29:22 | 2:32:16
132
+ 4900 | 0 | 0.027201 | 0.105281 | 9.46e-06 | 0:29:38 | 2:31:52
133
+ 4950 | 0 | 0.147786 | 0.105711 | 9.45e-06 | 0:29:55 | 2:31:28
134
+ 5000 | 0 | 0.022391 | 0.104877 | 9.44e-06 | 0:30:12 | 2:31:04
135
+ [15:21:12] Generating 16 validation images ...
136
+ [15:21:33] Validation step 5000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0005000.png
137
+ 5050 | 0 | 0.042919 | 0.103617 | 9.42e-06 | 0:30:51 | 2:32:25
138
+ 5100 | 0 | 0.362946 | 0.106816 | 9.41e-06 | 0:31:08 | 2:32:00
139
+ 5150 | 0 | 0.004783 | 0.106760 | 9.40e-06 | 0:31:25 | 2:31:35
140
+ 5200 | 0 | 0.023536 | 0.103929 | 9.39e-06 | 0:31:42 | 2:31:11
141
+ 5250 | 0 | 0.005873 | 0.103980 | 9.37e-06 | 0:31:58 | 2:30:46
142
+ 5300 | 0 | 0.073862 | 0.104639 | 9.36e-06 | 0:32:15 | 2:30:22
143
+ 5350 | 0 | 0.184574 | 0.106407 | 9.35e-06 | 0:32:32 | 2:29:57
144
+ 5400 | 0 | 0.305316 | 0.107481 | 9.33e-06 | 0:32:49 | 2:29:33
145
+ 5450 | 0 | 0.028675 | 0.107697 | 9.32e-06 | 0:33:06 | 2:29:09
146
+ 5500 | 0 | 0.213400 | 0.108621 | 9.31e-06 | 0:33:23 | 2:28:45
147
+ 5550 | 0 | 0.181583 | 0.110421 | 9.29e-06 | 0:33:40 | 2:28:22
148
+ 5600 | 0 | 0.050966 | 0.109735 | 9.28e-06 | 0:33:57 | 2:27:58
149
+ 5650 | 0 | 0.141781 | 0.110889 | 9.27e-06 | 0:34:14 | 2:27:34
150
+ 5700 | 0 | 0.000364 | 0.109195 | 9.25e-06 | 0:34:31 | 2:27:11
151
+ 5750 | 0 | 0.176824 | 0.110842 | 9.24e-06 | 0:34:48 | 2:26:47
152
+ 5800 | 0 | 0.019837 | 0.110963 | 9.22e-06 | 0:35:05 | 2:26:24
153
+ 5850 | 0 | 0.001550 | 0.110742 | 9.21e-06 | 0:35:22 | 2:26:01
154
+ 5900 | 0 | 0.117435 | 0.111230 | 9.20e-06 | 0:35:39 | 2:25:38
155
+ 5950 | 0 | 0.016127 | 0.110420 | 9.18e-06 | 0:35:56 | 2:25:15
156
+ 6000 | 0 | 0.165571 | 0.110861 | 9.17e-06 | 0:36:13 | 2:24:53
157
+ [15:27:21] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-6000
158
+ [15:27:22] Generating 16 validation images ...
159
+ [15:27:42] Validation step 6000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0006000.png
160
+ 6050 | 0 | 0.347527 | 0.113027 | 9.15e-06 | 0:37:00 | 2:26:29
161
+ 6100 | 0 | 0.188501 | 0.112974 | 9.14e-06 | 0:37:17 | 2:26:05
162
+ 6150 | 0 | 0.204993 | 0.113119 | 9.12e-06 | 0:37:34 | 2:25:41
163
+ 6200 | 0 | 0.105236 | 0.114016 | 9.11e-06 | 0:37:51 | 2:25:18
164
+ 6250 | 0 | 0.001799 | 0.113797 | 9.09e-06 | 0:38:08 | 2:24:54
165
+ 6300 | 0 | 0.002851 | 0.111831 | 9.08e-06 | 0:38:25 | 2:24:31
166
+ 6350 | 0 | 0.002060 | 0.111346 | 9.06e-06 | 0:38:41 | 2:24:08
167
+ 6400 | 0 | 0.003255 | 0.111155 | 9.05e-06 | 0:38:58 | 2:23:44
168
+ 6450 | 0 | 0.011257 | 0.111069 | 9.03e-06 | 0:39:15 | 2:23:21
169
+ 6500 | 0 | 0.004472 | 0.110918 | 9.01e-06 | 0:39:32 | 2:22:59
170
+ 6550 | 0 | 0.117067 | 0.108712 | 9.00e-06 | 0:39:49 | 2:22:36
171
+ 6600 | 0 | 0.146516 | 0.110173 | 8.98e-06 | 0:40:06 | 2:22:13
172
+ 6650 | 0 | 0.120454 | 0.111349 | 8.97e-06 | 0:40:23 | 2:21:50
173
+ 6700 | 0 | 0.038647 | 0.110195 | 8.95e-06 | 0:40:40 | 2:21:28
174
+ 6750 | 0 | 0.083878 | 0.110949 | 8.93e-06 | 0:40:57 | 2:21:05
175
+ 6800 | 0 | 0.159150 | 0.110232 | 8.92e-06 | 0:41:14 | 2:20:43
176
+ 6850 | 0 | 0.171468 | 0.111126 | 8.90e-06 | 0:41:31 | 2:20:21
177
+ 6900 | 0 | 0.152507 | 0.110842 | 8.88e-06 | 0:41:48 | 2:19:59
178
+ 6950 | 0 | 0.002040 | 0.110824 | 8.87e-06 | 0:42:05 | 2:19:36
179
+ 7000 | 0 | 0.066563 | 0.111247 | 8.85e-06 | 0:42:22 | 2:19:14
180
+ [15:33:22] Generating 16 validation images ...
181
+ [15:33:43] Validation step 7000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0007000.png
182
+ 7050 | 0 | 0.210637 | 0.109927 | 8.83e-06 | 0:43:00 | 2:20:01
183
+ 7100 | 0 | 0.159663 | 0.110736 | 8.81e-06 | 0:43:17 | 2:19:39
184
+ 7150 | 0 | 0.207658 | 0.112702 | 8.80e-06 | 0:43:34 | 2:19:16
185
+ 7200 | 0 | 0.222496 | 0.113368 | 8.78e-06 | 0:43:51 | 2:18:53
186
+ 7250 | 0 | 0.017912 | 0.111997 | 8.76e-06 | 0:44:08 | 2:18:31
187
+ 7300 | 0 | 0.123669 | 0.113160 | 8.75e-06 | 0:44:25 | 2:18:09
188
+ 7350 | 0 | 0.027248 | 0.111210 | 8.73e-06 | 0:44:42 | 2:17:46
189
+ 7400 | 0 | 0.303412 | 0.112574 | 8.71e-06 | 0:44:59 | 2:17:24
190
+ 7450 | 0 | 0.007010 | 0.112605 | 8.69e-06 | 0:45:16 | 2:17:02
191
+ 7500 | 0 | 0.178724 | 0.113812 | 8.67e-06 | 0:45:33 | 2:16:40
192
+ 7550 | 0 | 0.057024 | 0.114242 | 8.66e-06 | 0:45:50 | 2:16:18
193
+ 7600 | 0 | 0.019118 | 0.114295 | 8.64e-06 | 0:46:07 | 2:15:55
194
+ 7650 | 0 | 0.062177 | 0.114873 | 8.62e-06 | 0:46:24 | 2:15:34
195
+ 7700 | 0 | 0.181055 | 0.115439 | 8.60e-06 | 0:46:41 | 2:15:12
196
+ 7750 | 0 | 0.027440 | 0.114015 | 8.58e-06 | 0:46:58 | 2:14:50
197
+ 7800 | 0 | 0.171619 | 0.114292 | 8.56e-06 | 0:47:14 | 2:14:28
198
+ 7850 | 0 | 0.326043 | 0.117328 | 8.54e-06 | 0:47:31 | 2:14:07
199
+ 7900 | 0 | 0.124891 | 0.118362 | 8.53e-06 | 0:47:48 | 2:13:45
200
+ 7950 | 0 | 0.046159 | 0.118090 | 8.51e-06 | 0:48:05 | 2:13:23
201
+ 8000 | 0 | 0.124945 | 0.114782 | 8.49e-06 | 0:48:22 | 2:13:02
202
+ [15:39:29] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-8000
203
+ [15:39:30] Generating 16 validation images ...
204
+ [15:39:52] Validation step 8000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0008000.png
205
+ 8050 | 0 | 0.164238 | 0.115557 | 8.47e-06 | 0:49:09 | 2:14:02
206
+ 8100 | 0 | 0.008552 | 0.114988 | 8.45e-06 | 0:49:26 | 2:13:40
207
+ 8150 | 0 | 0.231241 | 0.115763 | 8.43e-06 | 0:49:43 | 2:13:18
208
+ 8200 | 0 | 0.181049 | 0.117264 | 8.41e-06 | 0:50:00 | 2:12:56
209
+ 8250 | 0 | 0.160019 | 0.118861 | 8.39e-06 | 0:50:17 | 2:12:35
210
+ 8300 | 0 | 0.022486 | 0.118764 | 8.37e-06 | 0:50:34 | 2:12:13
211
+ 8350 | 0 | 0.000168 | 0.113569 | 8.35e-06 | 0:50:51 | 2:11:51
212
+ 8400 | 0 | 0.183779 | 0.115358 | 8.33e-06 | 0:51:08 | 2:11:29
213
+ 8450 | 0 | 0.071684 | 0.115499 | 8.31e-06 | 0:51:25 | 2:11:08
214
+ 8500 | 0 | 0.096129 | 0.116059 | 8.29e-06 | 0:51:42 | 2:10:46
215
+ 8550 | 0 | 0.104806 | 0.116915 | 8.27e-06 | 0:51:59 | 2:10:25
216
+ 8600 | 0 | 0.514011 | 0.119529 | 8.25e-06 | 0:52:15 | 2:10:03
217
+ 8650 | 0 | 0.120169 | 0.119132 | 8.23e-06 | 0:52:32 | 2:09:41
218
+ 8700 | 0 | 0.024467 | 0.119307 | 8.21e-06 | 0:52:49 | 2:09:20
219
+ 8750 | 0 | 0.014976 | 0.118171 | 8.19e-06 | 0:53:06 | 2:08:59
220
+ 8800 | 0 | 0.088343 | 0.117228 | 8.17e-06 | 0:53:23 | 2:08:38
221
+ 8850 | 0 | 0.125089 | 0.118389 | 8.15e-06 | 0:53:40 | 2:08:16
222
+ 8900 | 0 | 0.051879 | 0.118517 | 8.13e-06 | 0:53:57 | 2:07:55
223
+ 8950 | 0 | 0.002943 | 0.115632 | 8.11e-06 | 0:54:14 | 2:07:34
224
+ 9000 | 0 | 0.044839 | 0.114356 | 8.09e-06 | 0:54:31 | 2:07:13
225
+ [15:45:31] Generating 16 validation images ...
226
+ [15:45:52] Validation step 9000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0009000.png
227
+ 9050 | 0 | 0.099296 | 0.115185 | 8.07e-06 | 0:55:09 | 2:07:41
228
+ 9100 | 0 | 0.164519 | 0.116149 | 8.05e-06 | 0:55:26 | 2:07:19
229
+ 9150 | 0 | 0.125345 | 0.117040 | 8.02e-06 | 0:55:43 | 2:06:58
230
+ 9200 | 0 | 0.002421 | 0.116944 | 8.00e-06 | 0:56:00 | 2:06:37
231
+ 9250 | 0 | 0.215932 | 0.119051 | 7.98e-06 | 0:56:17 | 2:06:15
232
+ 9300 | 0 | 0.135389 | 0.119606 | 7.96e-06 | 0:56:34 | 2:05:54
233
+ 9350 | 0 | 0.157931 | 0.121153 | 7.94e-06 | 0:56:51 | 2:05:33
234
+ 9400 | 0 | 0.197844 | 0.120963 | 7.92e-06 | 0:57:07 | 2:05:12
235
+ 9450 | 0 | 0.001014 | 0.119338 | 7.90e-06 | 0:57:24 | 2:04:51
236
+ 9500 | 0 | 0.056199 | 0.115544 | 7.87e-06 | 0:57:41 | 2:04:30
237
+ 9550 | 0 | 0.033926 | 0.115504 | 7.85e-06 | 0:57:58 | 2:04:08
238
+ 9600 | 0 | 0.137845 | 0.115111 | 7.83e-06 | 0:58:15 | 2:03:48
239
+ 9650 | 0 | 0.000247 | 0.114221 | 7.81e-06 | 0:58:32 | 2:03:27
240
+ 9700 | 0 | 0.000404 | 0.111561 | 7.79e-06 | 0:58:49 | 2:03:06
241
+ 9750 | 0 | 0.000412 | 0.109951 | 7.76e-06 | 0:59:06 | 2:02:45
242
+ 9800 | 0 | 0.249074 | 0.107323 | 7.74e-06 | 0:59:23 | 2:02:24
243
+ 9850 | 0 | 0.011489 | 0.106446 | 7.72e-06 | 0:59:40 | 2:02:03
244
+ 9900 | 0 | 0.002263 | 0.106197 | 7.70e-06 | 0:59:57 | 2:01:43
245
+ 9950 | 0 | 0.000816 | 0.104727 | 7.67e-06 | 1:00:13 | 2:01:22
246
+ 10000 | 0 | 0.138754 | 0.105890 | 7.65e-06 | 1:00:30 | 2:01:01
247
+ [15:51:39] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-10000
248
+ [15:51:41] Generating 16 validation images ...
249
+ [15:52:02] Validation step 10000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0010000.png
250
+ 10050 | 0 | 0.193667 | 0.107398 | 7.63e-06 | 1:01:20 | 2:01:45
251
+ 10100 | 0 | 0.306774 | 0.106836 | 7.61e-06 | 1:01:37 | 2:01:24
252
+ 10150 | 0 | 0.005058 | 0.106839 | 7.58e-06 | 1:01:54 | 2:01:03
253
+ 10200 | 0 | 0.333832 | 0.109942 | 7.56e-06 | 1:02:11 | 2:00:42
254
+ 10250 | 0 | 0.034921 | 0.110232 | 7.54e-06 | 1:02:27 | 2:00:21
255
+ 10300 | 0 | 0.188939 | 0.111383 | 7.52e-06 | 1:02:44 | 2:00:00
256
+ 10350 | 0 | 0.002571 | 0.109563 | 7.49e-06 | 1:03:01 | 1:59:39
257
+ 10400 | 0 | 0.121617 | 0.107726 | 7.47e-06 | 1:03:18 | 1:59:18
258
+ 10450 | 0 | 0.281034 | 0.110250 | 7.45e-06 | 1:03:35 | 1:58:58
259
+ 10500 | 0 | 0.001054 | 0.108126 | 7.42e-06 | 1:03:52 | 1:58:37
260
+ 10550 | 0 | 0.154651 | 0.107857 | 7.40e-06 | 1:04:09 | 1:58:16
261
+ 10600 | 0 | 0.138615 | 0.108733 | 7.38e-06 | 1:04:26 | 1:57:55
262
+ 10650 | 0 | 0.000126 | 0.107317 | 7.35e-06 | 1:04:43 | 1:57:35
263
+ 10700 | 0 | 0.142251 | 0.108736 | 7.33e-06 | 1:05:00 | 1:57:14
264
+ 10750 | 0 | 0.026096 | 0.107229 | 7.31e-06 | 1:05:16 | 1:56:54
265
+ 10800 | 0 | 0.017075 | 0.107201 | 7.28e-06 | 1:05:33 | 1:56:33
266
+ 10850 | 0 | 0.501583 | 0.112201 | 7.26e-06 | 1:05:50 | 1:56:13
267
+ 10900 | 0 | 0.032074 | 0.111348 | 7.23e-06 | 1:06:07 | 1:55:52
268
+ 10950 | 0 | 0.114679 | 0.112333 | 7.21e-06 | 1:06:24 | 1:55:32
269
+ 11000 | 0 | 0.000453 | 0.110682 | 7.19e-06 | 1:06:41 | 1:55:11
270
+ [15:57:41] Generating 16 validation images ...
271
+ [15:58:02] Validation step 11000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0011000.png
272
+ 11050 | 0 | 0.192826 | 0.109135 | 7.16e-06 | 1:07:19 | 1:55:28
273
+ 11100 | 0 | 0.154889 | 0.108799 | 7.14e-06 | 1:07:36 | 1:55:07
274
+ 11150 | 0 | 0.060422 | 0.107353 | 7.11e-06 | 1:07:53 | 1:54:46
275
+ 11200 | 0 | 0.026444 | 0.106565 | 7.09e-06 | 1:08:10 | 1:54:26
276
+ 11250 | 0 | 0.015249 | 0.106700 | 7.07e-06 | 1:08:27 | 1:54:05
277
+ 11300 | 0 | 0.030586 | 0.106977 | 7.04e-06 | 1:08:44 | 1:53:45
278
+ 11350 | 0 | 0.122504 | 0.108181 | 7.02e-06 | 1:09:01 | 1:53:25
279
+ 11400 | 0 | 0.030676 | 0.108456 | 6.99e-06 | 1:09:18 | 1:53:04
280
+ 11450 | 0 | 0.001872 | 0.108362 | 6.97e-06 | 1:09:35 | 1:52:44
281
+ 11500 | 0 | 0.063125 | 0.108948 | 6.94e-06 | 1:09:52 | 1:52:24
282
+ 11550 | 0 | 0.065000 | 0.108428 | 6.92e-06 | 1:10:09 | 1:52:03
283
+ 11600 | 0 | 0.082120 | 0.107784 | 6.89e-06 | 1:10:26 | 1:51:43
284
+ 11650 | 0 | 0.002372 | 0.106603 | 6.87e-06 | 1:10:43 | 1:51:23
285
+ 11700 | 0 | 0.345477 | 0.109671 | 6.85e-06 | 1:10:59 | 1:51:03
286
+ 11750 | 0 | 0.014336 | 0.108976 | 6.82e-06 | 1:11:16 | 1:50:42
287
+ 11800 | 0 | 0.007622 | 0.107461 | 6.80e-06 | 1:11:33 | 1:50:22
288
+ 11850 | 0 | 0.161189 | 0.107358 | 6.77e-06 | 1:11:50 | 1:50:02
289
+ 11900 | 0 | 0.028149 | 0.106114 | 6.75e-06 | 1:12:07 | 1:49:42
290
+ 11950 | 0 | 0.083156 | 0.106925 | 6.72e-06 | 1:12:24 | 1:49:22
291
+ 12000 | 0 | 0.666443 | 0.112924 | 6.70e-06 | 1:12:41 | 1:49:02
292
+ [16:03:49] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-12000
293
+ [16:03:50] Generating 16 validation images ...
294
+ [16:04:11] Validation step 12000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0012000.png
295
+ 12050 | 0 | 0.070526 | 0.111523 | 6.67e-06 | 1:13:29 | 1:49:27
296
+ 12100 | 0 | 0.135927 | 0.111286 | 6.65e-06 | 1:13:45 | 1:49:07
297
+ 12150 | 0 | 0.069945 | 0.109909 | 6.62e-06 | 1:14:02 | 1:48:47
298
+ 12200 | 0 | 0.153658 | 0.109220 | 6.60e-06 | 1:14:19 | 1:48:27
299
+ 12250 | 0 | 0.179488 | 0.110836 | 6.57e-06 | 1:14:36 | 1:48:06
300
+ 12300 | 0 | 0.189540 | 0.111495 | 6.55e-06 | 1:14:53 | 1:47:46
301
+ 12350 | 0 | 0.006203 | 0.111284 | 6.52e-06 | 1:15:10 | 1:47:26
302
+ 12400 | 0 | 0.098901 | 0.109239 | 6.49e-06 | 1:15:27 | 1:47:06
303
+ 12450 | 0 | 0.000789 | 0.109177 | 6.47e-06 | 1:15:44 | 1:46:46
304
+ 12500 | 0 | 0.182915 | 0.109219 | 6.44e-06 | 1:16:01 | 1:46:26
305
+ 12550 | 0 | 0.099032 | 0.109639 | 6.42e-06 | 1:16:18 | 1:46:06
306
+ 12600 | 0 | 0.001361 | 0.109461 | 6.39e-06 | 1:16:35 | 1:45:46
307
+ 12650 | 0 | 0.000328 | 0.108843 | 6.37e-06 | 1:16:52 | 1:45:26
308
+ 12700 | 0 | 0.197524 | 0.109008 | 6.34e-06 | 1:17:09 | 1:45:06
309
+ 12750 | 0 | 0.055471 | 0.109288 | 6.32e-06 | 1:17:26 | 1:44:46
310
+ 12800 | 0 | 0.065528 | 0.108227 | 6.29e-06 | 1:17:43 | 1:44:26
311
+ 12850 | 0 | 0.057712 | 0.105544 | 6.26e-06 | 1:18:00 | 1:44:06
312
+ 12900 | 0 | 0.025643 | 0.104551 | 6.24e-06 | 1:18:17 | 1:43:46
313
+ 12950 | 0 | 0.001396 | 0.104103 | 6.21e-06 | 1:18:34 | 1:43:26
314
+ 13000 | 0 | 0.004035 | 0.102894 | 6.19e-06 | 1:18:50 | 1:43:06
315
+ [16:09:50] Generating 16 validation images ...
316
+ [16:10:11] Validation step 13000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0013000.png
317
+ 13050 | 0 | 0.028286 | 0.101535 | 6.16e-06 | 1:19:29 | 1:43:14
318
+ 13100 | 0 | 0.126363 | 0.102713 | 6.13e-06 | 1:19:46 | 1:42:54
319
+ 13150 | 0 | 0.152836 | 0.101929 | 6.11e-06 | 1:20:03 | 1:42:34
320
+ 13200 | 0 | 0.158656 | 0.101705 | 6.08e-06 | 1:20:20 | 1:42:14
321
+ 13250 | 0 | 0.040182 | 0.100507 | 6.06e-06 | 1:20:37 | 1:41:54
322
+ 13300 | 0 | 0.096950 | 0.101251 | 6.03e-06 | 1:20:53 | 1:41:34
323
+ 13350 | 0 | 0.245583 | 0.103705 | 6.00e-06 | 1:21:10 | 1:41:14
324
+ 13400 | 0 | 0.264151 | 0.104509 | 5.98e-06 | 1:21:27 | 1:40:55
325
+ 13450 | 0 | 0.211469 | 0.105907 | 5.95e-06 | 1:21:44 | 1:40:35
326
+ 13500 | 0 | 0.097019 | 0.105916 | 5.93e-06 | 1:22:01 | 1:40:15
327
+ 13550 | 0 | 0.008788 | 0.104956 | 5.90e-06 | 1:22:18 | 1:39:55
328
+ 13600 | 0 | 0.116342 | 0.100979 | 5.87e-06 | 1:22:35 | 1:39:35
329
+ 13650 | 0 | 0.176100 | 0.101538 | 5.85e-06 | 1:22:52 | 1:39:15
330
+ 13700 | 0 | 0.101278 | 0.102306 | 5.82e-06 | 1:23:09 | 1:38:56
331
+ 13750 | 0 | 0.145284 | 0.103610 | 5.80e-06 | 1:23:26 | 1:38:36
332
+ 13800 | 0 | 0.031088 | 0.103037 | 5.77e-06 | 1:23:42 | 1:38:16
333
+ 13850 | 0 | 0.032638 | 0.102112 | 5.74e-06 | 1:23:59 | 1:37:56
334
+ 13900 | 0 | 0.111897 | 0.102713 | 5.72e-06 | 1:24:16 | 1:37:37
335
+ 13950 | 0 | 0.161667 | 0.104300 | 5.69e-06 | 1:24:33 | 1:37:17
336
+ 14000 | 0 | 0.166983 | 0.105521 | 5.66e-06 | 1:24:50 | 1:36:57
337
+ [16:15:57] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-14000
338
+ [16:15:59] Generating 16 validation images ...
339
+ [16:16:20] Validation step 14000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0014000.png
340
+ 14050 | 0 | 0.029120 | 0.104820 | 5.64e-06 | 1:25:37 | 1:37:12
341
+ 14100 | 0 | 0.090072 | 0.104075 | 5.61e-06 | 1:25:54 | 1:36:52
342
+ 14150 | 0 | 0.152974 | 0.104351 | 5.58e-06 | 1:26:11 | 1:36:32
343
+ 14200 | 0 | 0.154055 | 0.105868 | 5.56e-06 | 1:26:28 | 1:36:12
344
+ 14250 | 0 | 0.177235 | 0.105481 | 5.53e-06 | 1:26:45 | 1:35:52
345
+ 14300 | 0 | 0.160581 | 0.105733 | 5.50e-06 | 1:27:01 | 1:35:33
346
+ 14350 | 0 | 0.288457 | 0.107038 | 5.48e-06 | 1:27:18 | 1:35:13
347
+ 14400 | 0 | 0.050899 | 0.105568 | 5.45e-06 | 1:27:35 | 1:34:53
348
+ 14450 | 0 | 0.020653 | 0.105765 | 5.43e-06 | 1:27:52 | 1:34:34
349
+ 14500 | 0 | 0.005704 | 0.105260 | 5.40e-06 | 1:28:09 | 1:34:14
350
+ 14550 | 0 | 0.182587 | 0.106747 | 5.37e-06 | 1:28:26 | 1:33:54
351
+ 14600 | 0 | 0.028259 | 0.105651 | 5.35e-06 | 1:28:43 | 1:33:35
352
+ 14650 | 0 | 0.126206 | 0.106910 | 5.32e-06 | 1:29:00 | 1:33:15
353
+ 14700 | 0 | 0.274632 | 0.109653 | 5.29e-06 | 1:29:17 | 1:32:56
354
+ 14750 | 0 | 0.118694 | 0.110835 | 5.27e-06 | 1:29:34 | 1:32:36
355
+ 14800 | 0 | 0.205227 | 0.110397 | 5.24e-06 | 1:29:51 | 1:32:17
356
+ 14850 | 0 | 0.031437 | 0.110596 | 5.21e-06 | 1:30:08 | 1:31:57
357
+ 14900 | 0 | 0.204927 | 0.112623 | 5.19e-06 | 1:30:25 | 1:31:38
358
+ 14950 | 0 | 0.002252 | 0.112637 | 5.16e-06 | 1:30:42 | 1:31:18
359
+ 15000 | 0 | 0.231321 | 0.113563 | 5.13e-06 | 1:30:59 | 1:30:59
360
+ [16:21:59] Generating 16 validation images ...
361
+ [16:22:19] Validation step 15000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0015000.png
362
+ 15050 | 0 | 0.266344 | 0.114290 | 5.11e-06 | 1:31:37 | 1:31:00
363
+ 15100 | 0 | 0.078762 | 0.112010 | 5.08e-06 | 1:31:54 | 1:30:41
364
+ 15150 | 0 | 0.005103 | 0.112010 | 5.05e-06 | 1:32:11 | 1:30:21
365
+ 15200 | 0 | 0.190486 | 0.110577 | 5.03e-06 | 1:32:28 | 1:30:02
366
+ 15250 | 0 | 0.001771 | 0.110245 | 5.00e-06 | 1:32:45 | 1:29:42
367
+ 15300 | 0 | 0.152759 | 0.109883 | 4.97e-06 | 1:33:02 | 1:29:23
368
+ 15350 | 0 | 0.091429 | 0.110772 | 4.95e-06 | 1:33:19 | 1:29:03
369
+ 15400 | 0 | 0.147968 | 0.111035 | 4.92e-06 | 1:33:36 | 1:28:44
370
+ 15450 | 0 | 0.134214 | 0.109567 | 4.89e-06 | 1:33:53 | 1:28:25
371
+ 15500 | 0 | 0.003771 | 0.109594 | 4.87e-06 | 1:34:10 | 1:28:05
372
+ 15550 | 0 | 0.284650 | 0.110894 | 4.84e-06 | 1:34:27 | 1:27:46
373
+ 15600 | 0 | 0.140245 | 0.110911 | 4.81e-06 | 1:34:44 | 1:27:26
374
+ 15650 | 0 | 0.099592 | 0.111905 | 4.79e-06 | 1:35:01 | 1:27:07
375
+ 15700 | 0 | 0.083461 | 0.111317 | 4.76e-06 | 1:35:18 | 1:26:48
376
+ 15750 | 0 | 0.003228 | 0.111089 | 4.73e-06 | 1:35:35 | 1:26:28
377
+ 15800 | 0 | 0.213257 | 0.113051 | 4.71e-06 | 1:35:52 | 1:26:09
378
+ 15850 | 0 | 0.009925 | 0.108134 | 4.68e-06 | 1:36:09 | 1:25:50
379
+ 15900 | 0 | 0.142364 | 0.109237 | 4.65e-06 | 1:36:26 | 1:25:30
380
+ 15950 | 0 | 0.052548 | 0.108616 | 4.63e-06 | 1:36:42 | 1:25:11
381
+ 16000 | 0 | 0.000170 | 0.108613 | 4.60e-06 | 1:36:59 | 1:24:52
382
+ [16:28:07] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-16000
383
+ [16:28:08] Generating 16 validation images ...
384
+ [16:28:29] Validation step 16000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0016000.png
385
+ 16050 | 0 | 0.150234 | 0.108187 | 4.57e-06 | 1:37:47 | 1:24:59
386
+ 16100 | 0 | 0.162437 | 0.108262 | 4.55e-06 | 1:38:03 | 1:24:39
387
+ 16150 | 0 | 0.035434 | 0.108012 | 4.52e-06 | 1:38:20 | 1:24:20
388
+ 16200 | 0 | 0.278294 | 0.110531 | 4.50e-06 | 1:38:37 | 1:24:01
389
+ 16250 | 0 | 0.224818 | 0.112627 | 4.47e-06 | 1:38:54 | 1:23:41
390
+ 16300 | 0 | 0.129752 | 0.113618 | 4.44e-06 | 1:39:11 | 1:23:22
391
+ 16350 | 0 | 0.196350 | 0.114357 | 4.42e-06 | 1:39:28 | 1:23:02
392
+ 16400 | 0 | 0.028753 | 0.114338 | 4.39e-06 | 1:39:45 | 1:22:43
393
+ 16450 | 0 | 0.113253 | 0.115451 | 4.36e-06 | 1:40:02 | 1:22:24
394
+ 16500 | 0 | 0.193761 | 0.116758 | 4.34e-06 | 1:40:19 | 1:22:05
395
+ 16550 | 0 | 0.064432 | 0.116752 | 4.31e-06 | 1:40:36 | 1:21:45
396
+ 16600 | 0 | 0.568042 | 0.121611 | 4.28e-06 | 1:40:53 | 1:21:26
397
+ 16650 | 0 | 0.211050 | 0.123698 | 4.26e-06 | 1:41:10 | 1:21:07
398
+ 16700 | 0 | 0.003472 | 0.120278 | 4.23e-06 | 1:41:27 | 1:20:47
399
+ 16750 | 0 | 0.145611 | 0.121591 | 4.20e-06 | 1:41:44 | 1:20:28
400
+ 16800 | 0 | 0.000651 | 0.121521 | 4.18e-06 | 1:42:01 | 1:20:09
401
+ 16850 | 0 | 0.004383 | 0.119953 | 4.15e-06 | 1:42:18 | 1:19:50
402
+ 16900 | 0 | 0.022189 | 0.119893 | 4.13e-06 | 1:42:35 | 1:19:31
403
+ 16950 | 0 | 0.066716 | 0.119729 | 4.10e-06 | 1:42:52 | 1:19:12
404
+ 17000 | 0 | 0.132954 | 0.114394 | 4.07e-06 | 1:43:09 | 1:18:52
405
+ [16:34:09] Generating 16 validation images ...
406
+ [16:34:29] Validation step 17000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0017000.png
407
+ 17050 | 0 | 0.074055 | 0.114429 | 4.05e-06 | 1:43:47 | 1:18:49
408
+ 17100 | 0 | 0.044214 | 0.113512 | 4.02e-06 | 1:44:04 | 1:18:30
409
+ 17150 | 0 | 0.105360 | 0.113866 | 4.00e-06 | 1:44:21 | 1:18:11
410
+ 17200 | 0 | 0.087656 | 0.113206 | 3.97e-06 | 1:44:38 | 1:17:52
411
+ 17250 | 0 | 0.108806 | 0.112500 | 3.94e-06 | 1:44:55 | 1:17:32
412
+ 17300 | 0 | 0.192471 | 0.112529 | 3.92e-06 | 1:45:12 | 1:17:13
413
+ 17350 | 0 | 0.000430 | 0.112471 | 3.89e-06 | 1:45:29 | 1:16:54
414
+ 17400 | 0 | 0.502598 | 0.116508 | 3.87e-06 | 1:45:46 | 1:16:35
415
+ 17450 | 0 | 0.167659 | 0.118177 | 3.84e-06 | 1:46:03 | 1:16:16
416
+ 17500 | 0 | 0.022989 | 0.116578 | 3.81e-06 | 1:46:19 | 1:15:57
417
+ 17550 | 0 | 0.319191 | 0.118779 | 3.79e-06 | 1:46:36 | 1:15:38
418
+ 17600 | 0 | 0.012034 | 0.118886 | 3.76e-06 | 1:46:53 | 1:15:18
419
+ 17650 | 0 | 0.046063 | 0.119343 | 3.74e-06 | 1:47:10 | 1:14:59
420
+ 17700 | 0 | 0.103681 | 0.118405 | 3.71e-06 | 1:47:27 | 1:14:40
421
+ 17750 | 0 | 0.210011 | 0.119950 | 3.68e-06 | 1:47:44 | 1:14:21
422
+ 17800 | 0 | 0.163507 | 0.120930 | 3.66e-06 | 1:48:01 | 1:14:02
423
+ 17850 | 0 | 0.000942 | 0.120362 | 3.63e-06 | 1:48:18 | 1:13:43
424
+ 17900 | 0 | 0.015794 | 0.120264 | 3.61e-06 | 1:48:35 | 1:13:24
425
+ 17950 | 0 | 0.001073 | 0.120261 | 3.58e-06 | 1:48:52 | 1:13:05
426
+ 18000 | 0 | 0.000529 | 0.120225 | 3.56e-06 | 1:49:09 | 1:12:46
427
+ [16:40:18] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-18000
428
+ [16:40:20] Generating 16 validation images ...
429
+ [16:40:41] Validation step 18000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0018000.png
430
+ 18050 | 0 | 0.007089 | 0.120014 | 3.53e-06 | 1:49:58 | 1:12:48
431
+ 18100 | 0 | 0.146256 | 0.120212 | 3.51e-06 | 1:50:15 | 1:12:29
432
+ 18150 | 0 | 0.160405 | 0.120288 | 3.48e-06 | 1:50:32 | 1:12:10
433
+ 18200 | 0 | 0.012903 | 0.118831 | 3.45e-06 | 1:50:49 | 1:11:51
434
+ 18250 | 0 | 0.182876 | 0.120258 | 3.43e-06 | 1:51:06 | 1:11:32
435
+ 18300 | 0 | 0.607238 | 0.125360 | 3.40e-06 | 1:51:23 | 1:11:12
436
+ 18350 | 0 | 0.000301 | 0.122908 | 3.38e-06 | 1:51:40 | 1:10:53
437
+ 18400 | 0 | 0.148406 | 0.121750 | 3.35e-06 | 1:51:57 | 1:10:34
438
+ 18450 | 0 | 0.031361 | 0.119949 | 3.33e-06 | 1:52:14 | 1:10:15
439
+ 18500 | 0 | 0.164531 | 0.120624 | 3.30e-06 | 1:52:31 | 1:09:56
440
+ 18550 | 0 | 0.193552 | 0.122472 | 3.28e-06 | 1:52:48 | 1:09:37
441
+ 18600 | 0 | 0.152081 | 0.122829 | 3.25e-06 | 1:53:05 | 1:09:18
442
+ 18650 | 0 | 0.093446 | 0.122003 | 3.23e-06 | 1:53:22 | 1:08:59
443
+ 18700 | 0 | 0.287765 | 0.123868 | 3.20e-06 | 1:53:39 | 1:08:40
444
+ 18750 | 0 | 0.131401 | 0.123729 | 3.18e-06 | 1:53:56 | 1:08:21
445
+ 18800 | 0 | 0.111821 | 0.124536 | 3.15e-06 | 1:54:13 | 1:08:02
446
+ 18850 | 0 | 0.242071 | 0.126630 | 3.13e-06 | 1:54:30 | 1:07:43
447
+ 18900 | 0 | 0.107923 | 0.126591 | 3.11e-06 | 1:54:47 | 1:07:24
448
+ 18950 | 0 | 0.163247 | 0.126606 | 3.08e-06 | 1:55:03 | 1:07:05
449
+ 19000 | 0 | 0.191973 | 0.126856 | 3.06e-06 | 1:55:20 | 1:06:46
450
+ [16:46:20] Generating 16 validation images ...
451
+ [16:46:42] Validation step 19000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0019000.png
452
+ 19050 | 0 | 0.127042 | 0.127836 | 3.03e-06 | 1:56:00 | 1:06:40
453
+ 19100 | 0 | 0.157099 | 0.128506 | 3.01e-06 | 1:56:16 | 1:06:21
454
+ 19150 | 0 | 0.012791 | 0.127104 | 2.98e-06 | 1:56:33 | 1:06:02
455
+ 19200 | 0 | 0.174142 | 0.127305 | 2.96e-06 | 1:56:50 | 1:05:43
456
+ 19250 | 0 | 0.056908 | 0.126102 | 2.93e-06 | 1:57:07 | 1:05:24
457
+ 19300 | 0 | 0.001760 | 0.124513 | 2.91e-06 | 1:57:24 | 1:05:05
458
+ 19350 | 0 | 0.192935 | 0.123558 | 2.89e-06 | 1:57:41 | 1:04:46
459
+ 19400 | 0 | 0.064985 | 0.123699 | 2.86e-06 | 1:57:58 | 1:04:27
460
+ 19450 | 0 | 0.048205 | 0.123975 | 2.84e-06 | 1:58:15 | 1:04:08
461
+ 19500 | 0 | 0.144723 | 0.125365 | 2.81e-06 | 1:58:32 | 1:03:49
462
+ 19550 | 0 | 0.069238 | 0.124231 | 2.79e-06 | 1:58:49 | 1:03:31
463
+ 19600 | 0 | 0.173173 | 0.125680 | 2.77e-06 | 1:59:06 | 1:03:12
464
+ 19650 | 0 | 0.132116 | 0.125740 | 2.74e-06 | 1:59:23 | 1:02:53
465
+ 19700 | 0 | 0.155865 | 0.124552 | 2.72e-06 | 1:59:40 | 1:02:34
466
+ 19750 | 0 | 0.112432 | 0.124489 | 2.69e-06 | 1:59:57 | 1:02:15
467
+ 19800 | 0 | 0.269806 | 0.125135 | 2.67e-06 | 2:00:14 | 1:01:56
468
+ 19850 | 0 | 0.088638 | 0.125707 | 2.65e-06 | 2:00:31 | 1:01:37
469
+ 19900 | 0 | 0.227988 | 0.125938 | 2.62e-06 | 2:00:48 | 1:01:18
470
+ 19950 | 0 | 0.001768 | 0.125933 | 2.60e-06 | 2:01:05 | 1:01:00
471
+ 20000 | 0 | 0.000642 | 0.123626 | 2.58e-06 | 2:01:22 | 1:00:41
472
+ [16:52:30] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-20000
473
+ [16:52:32] Generating 16 validation images ...
474
+ [16:52:53] Validation step 20000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0020000.png
475
+ 20050 | 0 | 0.171308 | 0.122676 | 2.55e-06 | 2:02:10 | 1:00:37
476
+ 20100 | 0 | 0.149292 | 0.123381 | 2.53e-06 | 2:02:27 | 1:00:18
477
+ 20150 | 0 | 0.124026 | 0.124570 | 2.51e-06 | 2:02:44 | 0:59:59
478
+ 20200 | 0 | 0.053471 | 0.123200 | 2.48e-06 | 2:03:01 | 0:59:41
479
+ 20250 | 0 | 0.305320 | 0.126235 | 2.46e-06 | 2:03:18 | 0:59:22
480
+ 20300 | 0 | 0.076548 | 0.125473 | 2.44e-06 | 2:03:35 | 0:59:03
481
+ 20350 | 0 | 0.255254 | 0.127112 | 2.42e-06 | 2:03:52 | 0:58:44
482
+ 20400 | 0 | 0.297388 | 0.128606 | 2.39e-06 | 2:04:09 | 0:58:25
483
+ 20450 | 0 | 0.296543 | 0.130229 | 2.37e-06 | 2:04:26 | 0:58:06
484
+ 20500 | 0 | 0.097699 | 0.131168 | 2.35e-06 | 2:04:43 | 0:57:47
485
+ 20550 | 0 | 0.001424 | 0.128336 | 2.33e-06 | 2:05:00 | 0:57:28
486
+ 20600 | 0 | 0.068341 | 0.127617 | 2.30e-06 | 2:05:17 | 0:57:10
487
+ [16:56:26] --- Epoch 0 | Steps: 20628 | Avg Loss: 0.108948 ---
488
+ 20650 | 1 | 0.050061 | 0.127122 | 2.28e-06 | 2:05:33 | 0:56:51
489
+ 20700 | 1 | 0.001421 | 0.126301 | 2.26e-06 | 2:05:50 | 0:56:32
490
+ 20750 | 1 | 0.017474 | 0.126444 | 2.24e-06 | 2:06:07 | 0:56:13
491
+ 20800 | 1 | 0.174037 | 0.126052 | 2.21e-06 | 2:06:24 | 0:55:54
492
+ 20850 | 1 | 0.022759 | 0.126180 | 2.19e-06 | 2:06:41 | 0:55:36
493
+ 20900 | 1 | 0.018143 | 0.124938 | 2.17e-06 | 2:06:58 | 0:55:17
494
+ 20950 | 1 | 0.008583 | 0.124498 | 2.15e-06 | 2:07:15 | 0:54:58
495
+ 21000 | 1 | 0.103574 | 0.125532 | 2.13e-06 | 2:07:32 | 0:54:39
496
+ [16:58:32] Generating 16 validation images ...
497
+ [16:58:54] Validation step 21000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0021000.png
498
+ 21050 | 1 | 0.053346 | 0.124563 | 2.10e-06 | 2:08:11 | 0:54:30
499
+ 21100 | 1 | 0.173626 | 0.124675 | 2.08e-06 | 2:08:28 | 0:54:11
500
+ 21150 | 1 | 0.105738 | 0.125378 | 2.06e-06 | 2:08:45 | 0:53:52
501
+ 21200 | 1 | 0.007953 | 0.122675 | 2.04e-06 | 2:09:02 | 0:53:33
502
+ 21250 | 1 | 0.021741 | 0.120644 | 2.02e-06 | 2:09:19 | 0:53:14
503
+ 21300 | 1 | 0.066702 | 0.120014 | 2.00e-06 | 2:09:36 | 0:52:56
504
+ 21350 | 1 | 0.203977 | 0.120090 | 1.98e-06 | 2:09:53 | 0:52:37
505
+ 21400 | 1 | 0.302865 | 0.122831 | 1.95e-06 | 2:10:10 | 0:52:18
506
+ 21450 | 1 | 0.136889 | 0.123067 | 1.93e-06 | 2:10:27 | 0:51:59
507
+ 21500 | 1 | 0.222238 | 0.123352 | 1.91e-06 | 2:10:44 | 0:51:41
508
+ 21550 | 1 | 0.094893 | 0.123657 | 1.89e-06 | 2:11:01 | 0:51:22
509
+ 21600 | 1 | 0.170788 | 0.119684 | 1.87e-06 | 2:11:18 | 0:51:03
510
+ 21650 | 1 | 0.201291 | 0.119587 | 1.85e-06 | 2:11:35 | 0:50:44
511
+ 21700 | 1 | 0.096854 | 0.120520 | 1.83e-06 | 2:11:52 | 0:50:26
512
+ 21750 | 1 | 0.024706 | 0.119311 | 1.81e-06 | 2:12:09 | 0:50:07
513
+ 21800 | 1 | 0.055172 | 0.119857 | 1.79e-06 | 2:12:26 | 0:49:48
514
+ 21850 | 1 | 0.016676 | 0.119979 | 1.77e-06 | 2:12:43 | 0:49:30
515
+ 21900 | 1 | 0.047750 | 0.120235 | 1.75e-06 | 2:13:00 | 0:49:11
516
+ 21950 | 1 | 0.029908 | 0.119867 | 1.73e-06 | 2:13:17 | 0:48:52
517
+ 22000 | 1 | 0.004103 | 0.118578 | 1.71e-06 | 2:13:34 | 0:48:34
518
+ [17:04:43] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-22000
519
+ [17:04:45] Generating 16 validation images ...
520
+ [17:05:06] Validation step 22000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0022000.png
521
+ 22050 | 1 | 0.057607 | 0.118414 | 1.69e-06 | 2:14:24 | 0:48:27
522
+ 22100 | 1 | 0.391169 | 0.121884 | 1.67e-06 | 2:14:41 | 0:48:08
523
+ 22150 | 1 | 0.002223 | 0.120852 | 1.65e-06 | 2:14:58 | 0:47:50
524
+ 22200 | 1 | 0.055907 | 0.120535 | 1.63e-06 | 2:15:15 | 0:47:31
525
+ 22250 | 1 | 0.009517 | 0.119542 | 1.61e-06 | 2:15:32 | 0:47:12
526
+ 22300 | 1 | 0.056244 | 0.118180 | 1.59e-06 | 2:15:49 | 0:46:53
527
+ 22350 | 1 | 0.162189 | 0.119797 | 1.57e-06 | 2:16:06 | 0:46:35
528
+ 22400 | 1 | 0.015074 | 0.114922 | 1.55e-06 | 2:16:23 | 0:46:16
529
+ 22450 | 1 | 0.007720 | 0.113322 | 1.53e-06 | 2:16:40 | 0:45:57
530
+ 22500 | 1 | 0.244024 | 0.115533 | 1.51e-06 | 2:16:57 | 0:45:39
531
+ 22550 | 1 | 0.208148 | 0.114422 | 1.49e-06 | 2:17:13 | 0:45:20
532
+ 22600 | 1 | 0.018825 | 0.114490 | 1.47e-06 | 2:17:30 | 0:45:01
533
+ 22650 | 1 | 0.165714 | 0.115687 | 1.46e-06 | 2:17:47 | 0:44:42
534
+ 22700 | 1 | 0.232878 | 0.116979 | 1.44e-06 | 2:18:04 | 0:44:24
535
+ 22750 | 1 | 0.005681 | 0.114936 | 1.42e-06 | 2:18:21 | 0:44:05
536
+ 22800 | 1 | 0.352808 | 0.116829 | 1.40e-06 | 2:18:38 | 0:43:46
537
+ 22850 | 1 | 0.018405 | 0.117003 | 1.38e-06 | 2:18:55 | 0:43:28
538
+ 22900 | 1 | 0.046672 | 0.117312 | 1.36e-06 | 2:19:12 | 0:43:09
539
+ 22950 | 1 | 0.078031 | 0.118081 | 1.34e-06 | 2:19:29 | 0:42:51
540
+ 23000 | 1 | 0.183287 | 0.119909 | 1.33e-06 | 2:19:46 | 0:42:32
541
+ [17:10:46] Generating 16 validation images ...
542
+ [17:11:07] Validation step 23000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0023000.png
543
+ 23050 | 1 | 0.001891 | 0.119857 | 1.31e-06 | 2:20:24 | 0:42:20
544
+ 23100 | 1 | 0.271571 | 0.121110 | 1.29e-06 | 2:20:41 | 0:42:01
545
+ 23150 | 1 | 0.146994 | 0.120976 | 1.27e-06 | 2:20:58 | 0:41:42
546
+ 23200 | 1 | 0.004698 | 0.120894 | 1.25e-06 | 2:21:15 | 0:41:24
547
+ 23250 | 1 | 0.032431 | 0.119390 | 1.24e-06 | 2:21:32 | 0:41:05
548
+ 23300 | 1 | 0.040904 | 0.113726 | 1.22e-06 | 2:21:49 | 0:40:46
549
+ 23350 | 1 | 0.057349 | 0.114297 | 1.20e-06 | 2:22:06 | 0:40:28
550
+ 23400 | 1 | 0.318321 | 0.115996 | 1.19e-06 | 2:22:23 | 0:40:09
551
+ 23450 | 1 | 0.515247 | 0.120835 | 1.17e-06 | 2:22:39 | 0:39:50
552
+ 23500 | 1 | 0.069169 | 0.119881 | 1.15e-06 | 2:22:56 | 0:39:32
553
+ 23550 | 1 | 0.114222 | 0.119088 | 1.13e-06 | 2:23:13 | 0:39:13
554
+ 23600 | 1 | 0.003224 | 0.117599 | 1.12e-06 | 2:23:30 | 0:38:55
555
+ 23650 | 1 | 0.002902 | 0.116694 | 1.10e-06 | 2:23:47 | 0:38:36
556
+ 23700 | 1 | 0.050420 | 0.114320 | 1.08e-06 | 2:24:04 | 0:38:17
557
+ 23750 | 1 | 0.015826 | 0.113165 | 1.07e-06 | 2:24:21 | 0:37:59
558
+ 23800 | 1 | 0.156778 | 0.113614 | 1.05e-06 | 2:24:38 | 0:37:40
559
+ 23850 | 1 | 0.007845 | 0.111272 | 1.03e-06 | 2:24:55 | 0:37:22
560
+ 23900 | 1 | 0.005125 | 0.110244 | 1.02e-06 | 2:25:12 | 0:37:03
561
+ 23950 | 1 | 0.104812 | 0.109660 | 1.00e-06 | 2:25:29 | 0:36:45
562
+ 24000 | 1 | 0.291742 | 0.110657 | 9.86e-07 | 2:25:46 | 0:36:26
563
+ [17:16:54] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-24000
564
+ [17:16:56] Generating 16 validation images ...
565
+ [17:17:17] Validation step 24000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0024000.png
566
+ 24050 | 1 | 0.100374 | 0.110391 | 9.71e-07 | 2:26:34 | 0:36:15
567
+ 24100 | 1 | 0.196326 | 0.110783 | 9.55e-07 | 2:26:51 | 0:35:57
568
+ 24150 | 1 | 0.248722 | 0.113142 | 9.39e-07 | 2:27:08 | 0:35:38
569
+ 24200 | 1 | 0.039231 | 0.111793 | 9.24e-07 | 2:27:25 | 0:35:19
570
+ 24250 | 1 | 0.285864 | 0.114083 | 9.08e-07 | 2:27:42 | 0:35:01
571
+ 24300 | 1 | 0.150897 | 0.115574 | 8.93e-07 | 2:27:59 | 0:34:42
572
+ 24350 | 1 | 0.152384 | 0.115169 | 8.78e-07 | 2:28:16 | 0:34:24
573
+ 24400 | 1 | 0.166096 | 0.116180 | 8.63e-07 | 2:28:33 | 0:34:05
574
+ 24450 | 1 | 0.033915 | 0.116037 | 8.48e-07 | 2:28:50 | 0:33:47
575
+ 24500 | 1 | 0.417525 | 0.118765 | 8.33e-07 | 2:29:07 | 0:33:28
576
+ 24550 | 1 | 0.172940 | 0.119802 | 8.19e-07 | 2:29:24 | 0:33:10
577
+ 24600 | 1 | 0.194082 | 0.120011 | 8.04e-07 | 2:29:41 | 0:32:51
578
+ 24650 | 1 | 0.005756 | 0.118747 | 7.90e-07 | 2:29:58 | 0:32:33
579
+ 24700 | 1 | 0.036231 | 0.117551 | 7.76e-07 | 2:30:15 | 0:32:14
580
+ 24750 | 1 | 0.013150 | 0.116558 | 7.61e-07 | 2:30:32 | 0:31:56
581
+ 24800 | 1 | 0.033071 | 0.114191 | 7.47e-07 | 2:30:49 | 0:31:37
582
+ 24850 | 1 | 0.034104 | 0.113645 | 7.33e-07 | 2:31:06 | 0:31:19
583
+ 24900 | 1 | 0.047150 | 0.111837 | 7.20e-07 | 2:31:23 | 0:31:00
584
+ 24950 | 1 | 0.052251 | 0.112342 | 7.06e-07 | 2:31:40 | 0:30:42
585
+ 25000 | 1 | 0.182391 | 0.114159 | 6.92e-07 | 2:31:57 | 0:30:23
586
+ [17:22:57] Generating 16 validation images ...
587
+ [17:23:18] Validation step 25000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0025000.png
588
+ 25050 | 1 | 0.083638 | 0.113283 | 6.79e-07 | 2:32:36 | 0:30:09
589
+ 25100 | 1 | 0.510150 | 0.116891 | 6.65e-07 | 2:32:53 | 0:29:50
590
+ 25150 | 1 | 0.034604 | 0.115997 | 6.52e-07 | 2:33:10 | 0:29:32
591
+ 25200 | 1 | 0.101808 | 0.116480 | 6.39e-07 | 2:33:27 | 0:29:13
592
+ 25250 | 1 | 0.120707 | 0.114634 | 6.26e-07 | 2:33:44 | 0:28:55
593
+ 25300 | 1 | 0.115067 | 0.115020 | 6.13e-07 | 2:34:01 | 0:28:36
594
+ 25350 | 1 | 0.027024 | 0.112737 | 6.01e-07 | 2:34:18 | 0:28:18
595
+ 25400 | 1 | 0.185951 | 0.111623 | 5.88e-07 | 2:34:35 | 0:27:59
596
+ 25450 | 1 | 0.369455 | 0.112352 | 5.76e-07 | 2:34:51 | 0:27:41
597
+ 25500 | 1 | 0.022813 | 0.111603 | 5.63e-07 | 2:35:08 | 0:27:22
598
+ 25550 | 1 | 0.073896 | 0.112328 | 5.51e-07 | 2:35:25 | 0:27:04
599
+ 25600 | 1 | 0.020118 | 0.111846 | 5.39e-07 | 2:35:42 | 0:26:45
600
+ 25650 | 1 | 0.089456 | 0.112240 | 5.27e-07 | 2:35:59 | 0:26:27
601
+ 25700 | 1 | 0.007402 | 0.112299 | 5.15e-07 | 2:36:16 | 0:26:08
602
+ 25750 | 1 | 0.166771 | 0.113792 | 5.03e-07 | 2:36:33 | 0:25:50
603
+ 25800 | 1 | 0.178952 | 0.113841 | 4.92e-07 | 2:36:50 | 0:25:31
604
+ 25850 | 1 | 0.166633 | 0.115280 | 4.80e-07 | 2:37:07 | 0:25:13
605
+ 25900 | 1 | 0.183877 | 0.116938 | 4.69e-07 | 2:37:24 | 0:24:55
606
+ 25950 | 1 | 0.008814 | 0.116940 | 4.58e-07 | 2:37:41 | 0:24:36
607
+ 26000 | 1 | 0.000496 | 0.115909 | 4.47e-07 | 2:37:58 | 0:24:18
608
+ [17:29:04] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-26000
609
+ [17:29:05] Generating 16 validation images ...
610
+ [17:29:26] Validation step 26000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0026000.png
611
+ 26050 | 1 | 0.544248 | 0.120818 | 4.36e-07 | 2:38:43 | 0:24:04
612
+ 26100 | 1 | 0.052114 | 0.119603 | 4.25e-07 | 2:39:00 | 0:23:45
613
+ 26150 | 1 | 0.159129 | 0.120137 | 4.14e-07 | 2:39:17 | 0:23:27
614
+ 26200 | 1 | 0.132153 | 0.121379 | 4.04e-07 | 2:39:34 | 0:23:08
615
+ 26250 | 1 | 0.022559 | 0.121387 | 3.93e-07 | 2:39:51 | 0:22:50
616
+ 26300 | 1 | 0.173938 | 0.122459 | 3.83e-07 | 2:40:08 | 0:22:31
617
+ 26350 | 1 | 0.159791 | 0.122018 | 3.73e-07 | 2:40:25 | 0:22:13
618
+ 26400 | 1 | 0.212081 | 0.121110 | 3.63e-07 | 2:40:42 | 0:21:54
619
+ 26450 | 1 | 0.179973 | 0.121541 | 3.53e-07 | 2:40:59 | 0:21:36
620
+ 26500 | 1 | 0.008377 | 0.119402 | 3.43e-07 | 2:41:16 | 0:21:18
621
+ 26550 | 1 | 0.255064 | 0.121004 | 3.34e-07 | 2:41:33 | 0:20:59
622
+ 26600 | 1 | 0.148816 | 0.120784 | 3.24e-07 | 2:41:50 | 0:20:41
623
+ 26650 | 1 | 0.140604 | 0.120177 | 3.15e-07 | 2:42:07 | 0:20:22
624
+ 26700 | 1 | 0.012619 | 0.119335 | 3.06e-07 | 2:42:24 | 0:20:04
625
+ 26750 | 1 | 0.042127 | 0.119509 | 2.96e-07 | 2:42:41 | 0:19:45
626
+ 26800 | 1 | 0.008721 | 0.119044 | 2.88e-07 | 2:42:58 | 0:19:27
627
+ 26850 | 1 | 0.191655 | 0.120794 | 2.79e-07 | 2:43:15 | 0:19:09
628
+ 26900 | 1 | 0.011696 | 0.120434 | 2.70e-07 | 2:43:32 | 0:18:50
629
+ 26950 | 1 | 0.024036 | 0.120375 | 2.61e-07 | 2:43:49 | 0:18:32
630
+ 27000 | 1 | 0.205396 | 0.122388 | 2.53e-07 | 2:44:06 | 0:18:14
631
+ [17:35:06] Generating 16 validation images ...
632
+ [17:35:27] Validation step 27000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0027000.png
633
+ 27050 | 1 | 0.017663 | 0.121988 | 2.45e-07 | 2:44:44 | 0:17:57
634
+ 27100 | 1 | 0.243740 | 0.120514 | 2.37e-07 | 2:45:01 | 0:17:39
635
+ 27150 | 1 | 0.130793 | 0.121800 | 2.29e-07 | 2:45:18 | 0:17:21
636
+ 27200 | 1 | 0.015536 | 0.121396 | 2.21e-07 | 2:45:35 | 0:17:02
637
+ 27250 | 1 | 0.169372 | 0.122995 | 2.13e-07 | 2:45:52 | 0:16:44
638
+ 27300 | 1 | 0.151773 | 0.123950 | 2.05e-07 | 2:46:09 | 0:16:25
639
+ 27350 | 1 | 0.190670 | 0.124235 | 1.98e-07 | 2:46:26 | 0:16:07
640
+ 27400 | 1 | 0.152162 | 0.125606 | 1.90e-07 | 2:46:43 | 0:15:49
641
+ 27450 | 1 | 0.104686 | 0.126575 | 1.83e-07 | 2:46:59 | 0:15:30
642
+ 27500 | 1 | 0.000547 | 0.124141 | 1.76e-07 | 2:47:16 | 0:15:12
643
+ 27550 | 1 | 0.022274 | 0.122282 | 1.69e-07 | 2:47:33 | 0:14:54
644
+ 27600 | 1 | 0.009231 | 0.122186 | 1.62e-07 | 2:47:50 | 0:14:35
645
+ 27650 | 1 | 0.142448 | 0.121953 | 1.56e-07 | 2:48:07 | 0:14:17
646
+ 27700 | 1 | 0.175078 | 0.121375 | 1.49e-07 | 2:48:24 | 0:13:59
647
+ 27750 | 1 | 0.042842 | 0.121747 | 1.43e-07 | 2:48:41 | 0:13:40
648
+ 27800 | 1 | 0.012045 | 0.118339 | 1.37e-07 | 2:48:58 | 0:13:22
649
+ 27850 | 1 | 0.017869 | 0.118334 | 1.30e-07 | 2:49:15 | 0:13:03
650
+ 27900 | 1 | 0.009684 | 0.117964 | 1.25e-07 | 2:49:32 | 0:12:45
651
+ 27950 | 1 | 0.305125 | 0.120235 | 1.19e-07 | 2:49:49 | 0:12:27
652
+ 28000 | 1 | 0.000945 | 0.118411 | 1.13e-07 | 2:50:06 | 0:12:09
653
+ [17:41:12] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-28000
654
+ [17:41:14] Generating 16 validation images ...
655
+ [17:41:34] Validation step 28000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0028000.png
656
+ 28050 | 1 | 0.074031 | 0.119133 | 1.07e-07 | 2:50:52 | 0:11:52
657
+ 28100 | 1 | 0.047689 | 0.116894 | 1.02e-07 | 2:51:09 | 0:11:34
658
+ 28150 | 1 | 0.271555 | 0.118140 | 9.67e-08 | 2:51:26 | 0:11:16
659
+ 28200 | 1 | 0.020138 | 0.118294 | 9.16e-08 | 2:51:43 | 0:10:57
660
+ 28250 | 1 | 0.131396 | 0.119284 | 8.66e-08 | 2:52:00 | 0:10:39
661
+ 28300 | 1 | 0.022195 | 0.119097 | 8.17e-08 | 2:52:17 | 0:10:20
662
+ 28350 | 1 | 0.000182 | 0.118525 | 7.70e-08 | 2:52:34 | 0:10:02
663
+ 28400 | 1 | 0.022500 | 0.115567 | 7.24e-08 | 2:52:50 | 0:09:44
664
+ 28450 | 1 | 0.014439 | 0.110559 | 6.80e-08 | 2:53:07 | 0:09:25
665
+ 28500 | 1 | 0.056833 | 0.110435 | 6.37e-08 | 2:53:24 | 0:09:07
666
+ 28550 | 1 | 0.144691 | 0.110740 | 5.95e-08 | 2:53:41 | 0:08:49
667
+ 28600 | 1 | 0.063176 | 0.111340 | 5.55e-08 | 2:53:58 | 0:08:30
668
+ 28650 | 1 | 0.038220 | 0.111693 | 5.16e-08 | 2:54:15 | 0:08:12
669
+ 28700 | 1 | 0.071097 | 0.111899 | 4.78e-08 | 2:54:32 | 0:07:54
670
+ 28750 | 1 | 0.008167 | 0.111823 | 4.42e-08 | 2:54:49 | 0:07:36
671
+ 28800 | 1 | 0.280657 | 0.113062 | 4.08e-08 | 2:55:06 | 0:07:17
672
+ 28850 | 1 | 0.175602 | 0.114739 | 3.74e-08 | 2:55:23 | 0:06:59
673
+ 28900 | 1 | 0.010748 | 0.114795 | 3.43e-08 | 2:55:40 | 0:06:41
674
+ 28950 | 1 | 0.012584 | 0.113873 | 3.12e-08 | 2:55:57 | 0:06:22
675
+ 29000 | 1 | 0.491114 | 0.115867 | 2.83e-08 | 2:56:13 | 0:06:04
676
+ [17:47:13] Generating 16 validation images ...
677
+ [17:47:34] Validation step 29000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0029000.png
678
+ 29050 | 1 | 0.590420 | 0.120767 | 2.56e-08 | 2:56:52 | 0:05:47
679
+ 29100 | 1 | 0.073516 | 0.119539 | 2.29e-08 | 2:57:08 | 0:05:28
680
+ 29150 | 1 | 0.310657 | 0.120159 | 2.05e-08 | 2:57:25 | 0:05:10
681
+ 29200 | 1 | 0.189829 | 0.121665 | 1.81e-08 | 2:57:42 | 0:04:52
682
+ 29250 | 1 | 0.682067 | 0.125627 | 1.59e-08 | 2:57:59 | 0:04:33
683
+ 29300 | 1 | 0.006121 | 0.124179 | 1.39e-08 | 2:58:16 | 0:04:15
684
+ 29350 | 1 | 0.212936 | 0.124784 | 1.20e-08 | 2:58:33 | 0:03:57
685
+ 29400 | 1 | 0.014937 | 0.123273 | 1.02e-08 | 2:58:50 | 0:03:38
686
+ 29450 | 1 | 0.065129 | 0.123585 | 8.57e-09 | 2:59:07 | 0:03:20
687
+ 29500 | 1 | 0.166962 | 0.121079 | 7.09e-09 | 2:59:24 | 0:03:02
688
+ 29550 | 1 | 0.007008 | 0.119420 | 5.74e-09 | 2:59:41 | 0:02:44
689
+ 29600 | 1 | 0.000251 | 0.117482 | 4.54e-09 | 2:59:57 | 0:02:25
690
+ 29650 | 1 | 0.000183 | 0.117426 | 3.47e-09 | 3:00:14 | 0:02:07
691
+ 29700 | 1 | 0.002423 | 0.117088 | 2.55e-09 | 3:00:31 | 0:01:49
692
+ 29750 | 1 | 0.000436 | 0.116961 | 1.77e-09 | 3:00:48 | 0:01:31
693
+ 29800 | 1 | 0.246507 | 0.119095 | 1.13e-09 | 3:01:05 | 0:01:12
694
+ 29850 | 1 | 0.192979 | 0.120684 | 6.38e-10 | 3:01:22 | 0:00:54
695
+ 29900 | 1 | 0.080110 | 0.121013 | 2.84e-10 | 3:01:39 | 0:00:36
696
+ 29950 | 1 | 0.170985 | 0.122201 | 7.09e-11 | 3:01:56 | 0:00:18
697
+ 30000 | 1 | 0.165806 | 0.122035 | 0.00e+00 | 3:02:13 | 0:00:00
698
+ [17:53:19] Saved checkpoint -> RESULTS/cub200/run_005/checkpoint-30000
699
+ [17:53:21] Generating 16 validation images ...
700
+ [17:53:42] Validation step 30000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0030000.png
701
+ [17:53:42] --- Epoch 1 | Steps: 9372 | Avg Loss: 0.109788 ---
702
+ [17:53:42] Saving final model ...
703
+ [17:54:00] Pipeline saved -> RESULTS/cub200/run_005
704
+ [17:54:00] Generating final validation collage ...
705
+ [17:54:00] Generating 16 validation images ...
706
+ [17:54:21] Validation step 30000: 16 images -> RESULTS/cub200/run_005/validation/collage_step_0030000.png
707
+ [17:54:21]
708
+ [17:54:21] ============================================================
709
+ [17:54:21] TRAINING SUMMARY
710
+ [17:54:21] ============================================================
711
+ [17:54:21] Total steps : 600
712
+ [17:54:21] Final loss : 0.165806
713
+ [17:54:21] Avg last 100 : 0.122035
714
+ [17:54:21] Min loss : 0.000126
715
+ [17:54:21] Total time : 3:03:21
716
+ [17:54:21] Output : RESULTS/cub200/run_005
717
+ [17:54:21] ============================================================
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