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  1. 102flowers/run_009/Eval/eval.log.rank0 +101 -0
  2. 102flowers/run_009/Eval/eval.log.rank1 +0 -0
  3. 102flowers/run_009/Eval/eval_results.json +16 -0
  4. 102flowers/run_009/checkpoint-26000/model.safetensors +3 -0
  5. 102flowers/run_009/checkpoint-26000/optimizer.bin +3 -0
  6. 102flowers/run_009/checkpoint-26000/random_states_0.pkl +3 -0
  7. 102flowers/run_009/checkpoint-26000/scheduler.bin +3 -0
  8. 102flowers/run_009/checkpoint-26000/transformer/config.json +30 -0
  9. 102flowers/run_009/checkpoint-26000/transformer/diffusion_pytorch_model.safetensors +3 -0
  10. 102flowers/run_009/checkpoint-28000/model.safetensors +3 -0
  11. 102flowers/run_009/checkpoint-28000/optimizer.bin +3 -0
  12. 102flowers/run_009/checkpoint-28000/random_states_0.pkl +3 -0
  13. 102flowers/run_009/checkpoint-28000/scheduler.bin +3 -0
  14. 102flowers/run_009/checkpoint-28000/transformer/config.json +30 -0
  15. 102flowers/run_009/checkpoint-28000/transformer/diffusion_pytorch_model.safetensors +3 -0
  16. 102flowers/run_009/checkpoint-30000/model.safetensors +3 -0
  17. 102flowers/run_009/checkpoint-30000/optimizer.bin +3 -0
  18. 102flowers/run_009/checkpoint-30000/random_states_0.pkl +3 -0
  19. 102flowers/run_009/checkpoint-30000/scheduler.bin +3 -0
  20. 102flowers/run_009/checkpoint-30000/transformer/config.json +30 -0
  21. 102flowers/run_009/checkpoint-30000/transformer/diffusion_pytorch_model.safetensors +3 -0
  22. 102flowers/run_009/model_index.json +24 -0
  23. 102flowers/run_009/scheduler/scheduler_config.json +27 -0
  24. 102flowers/run_009/text_encoder/config.json +33 -0
  25. 102flowers/run_009/text_encoder/model.safetensors +3 -0
  26. 102flowers/run_009/tokenizer/tokenizer.json +0 -0
  27. 102flowers/run_009/tokenizer/tokenizer_config.json +118 -0
  28. 102flowers/run_009/training.log +720 -0
  29. 102flowers/run_009/training_args.json +38 -0
  30. 102flowers/run_009/training_summary.json +7 -0
  31. 102flowers/run_009/transformer/config.json +30 -0
  32. 102flowers/run_009/transformer/diffusion_pytorch_model.safetensors +3 -0
  33. 102flowers/run_009/vae/config.json +38 -0
  34. 102flowers/run_009/vae/diffusion_pytorch_model.safetensors +3 -0
  35. 102flowers/run_009/validation/collage_step_0001000.png +3 -0
  36. 102flowers/run_009/validation/collage_step_0002000.png +3 -0
  37. 102flowers/run_009/validation/collage_step_0003000.png +3 -0
  38. 102flowers/run_009/validation/collage_step_0004000.png +3 -0
  39. 102flowers/run_009/validation/collage_step_0005000.png +3 -0
  40. 102flowers/run_009/validation/collage_step_0006000.png +3 -0
  41. 102flowers/run_009/validation/collage_step_0007000.png +3 -0
  42. 102flowers/run_009/validation/collage_step_0008000.png +3 -0
  43. 102flowers/run_009/validation/collage_step_0009000.png +3 -0
  44. 102flowers/run_009/validation/collage_step_0010000.png +3 -0
  45. 102flowers/run_009/validation/collage_step_0011000.png +3 -0
  46. 102flowers/run_009/validation/collage_step_0012000.png +3 -0
  47. 102flowers/run_009/validation/collage_step_0013000.png +3 -0
  48. 102flowers/run_009/validation/collage_step_0014000.png +3 -0
  49. 102flowers/run_009/validation/collage_step_0015000.png +3 -0
  50. 102flowers/run_009/validation/collage_step_0016000.png +3 -0
102flowers/run_009/Eval/eval.log.rank0 ADDED
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1
+ [2026-06-10 11:16:16] [RANK-0] [INFO] Loading PixArt-Alpha pipeline from RESULTS/102flowers/run_009 ...
2
+ [2026-06-10 11:16:27] [RANK-0] [INFO] Loading InceptionV3 (FID dim=64) ...
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+ [2026-06-10 11:16:27] [RANK-0] [INFO] Loading CLIP (ViT-B/32) ...
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+ [2026-06-10 11:16:30] [RANK-0] [INFO] Loading LPIPS ...
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+ [2026-06-10 11:16:31] [RANK-0] [INFO] Loading PickScore ...
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+ [2026-06-10 11:16:38] [RANK-0] [INFO] Loading HPSv2 (v2.0) ...
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+ [2026-06-10 11:16:56] [RANK-0] [INFO] Loading HPSv2.1 (v2.1) ...
8
+ [2026-06-10 11:17:06] [RANK-0] [INFO] Loading Aesthetic scorer ...
9
+ [2026-06-10 11:17:14] [RANK-0] [INFO] Dataset: 12285 samples split across 2 GPUs (~768 batches/rank)
10
+ [2026-06-10 11:17:14] [RANK-0] [INFO] Starting evaluation...
11
+ [2026-06-10 11:17:14] [RANK-0] [INFO] Checkpoint : RESULTS/102flowers/run_009
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+ [2026-06-10 11:17:14] [RANK-0] [INFO] Total samples: 12285 | World size: 2
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+ [2026-06-10 11:17:14] [RANK-0] [INFO] FID dim : 64 | Inf steps: 20 | Guidance: 5
14
+ [2026-06-10 11:18:30] [RANK-0] [INFO] [rank 0] Batch [10/768] | CLIP 29.8839 | LPIPS 0.7995 | Pick 0.2136 | HPSv2 0.2502 | HPSv2.1 0.2092 | Aes 4.7499
15
+ [2026-06-10 11:19:43] [RANK-0] [INFO] [rank 0] Batch [20/768] | CLIP 29.8294 | LPIPS 0.7875 | Pick 0.2132 | HPSv2 0.2506 | HPSv2.1 0.2101 | Aes 4.8017
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+ [2026-06-10 11:20:57] [RANK-0] [INFO] [rank 0] Batch [30/768] | CLIP 30.0627 | LPIPS 0.7803 | Pick 0.2136 | HPSv2 0.2508 | HPSv2.1 0.2091 | Aes 4.7786
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+ [2026-06-10 11:22:11] [RANK-0] [INFO] [rank 0] Batch [40/768] | CLIP 30.0129 | LPIPS 0.7753 | Pick 0.2135 | HPSv2 0.2506 | HPSv2.1 0.2089 | Aes 4.7676
18
+ [2026-06-10 11:23:25] [RANK-0] [INFO] [rank 0] Batch [50/768] | CLIP 29.9798 | LPIPS 0.7755 | Pick 0.2135 | HPSv2 0.2507 | HPSv2.1 0.2088 | Aes 4.7629
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+ [2026-06-10 11:24:43] [RANK-0] [INFO] [rank 0] Batch [60/768] | CLIP 30.0805 | LPIPS 0.7751 | Pick 0.2136 | HPSv2 0.2510 | HPSv2.1 0.2091 | Aes 4.7630
20
+ [2026-06-10 11:25:59] [RANK-0] [INFO] [rank 0] Batch [70/768] | CLIP 30.0183 | LPIPS 0.7769 | Pick 0.2136 | HPSv2 0.2508 | HPSv2.1 0.2089 | Aes 4.7626
21
+ [2026-06-10 11:27:15] [RANK-0] [INFO] [rank 0] Batch [80/768] | CLIP 30.0743 | LPIPS 0.7742 | Pick 0.2139 | HPSv2 0.2511 | HPSv2.1 0.2094 | Aes 4.7583
22
+ [2026-06-10 11:28:30] [RANK-0] [INFO] [rank 0] Batch [90/768] | CLIP 30.1151 | LPIPS 0.7736 | Pick 0.2140 | HPSv2 0.2511 | HPSv2.1 0.2098 | Aes 4.7661
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+ [2026-06-10 11:29:45] [RANK-0] [INFO] [rank 0] Batch [100/768] | CLIP 30.0859 | LPIPS 0.7755 | Pick 0.2139 | HPSv2 0.2510 | HPSv2.1 0.2095 | Aes 4.7641
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+ [2026-06-10 11:30:58] [RANK-0] [INFO] [rank 0] Batch [110/768] | CLIP 30.0400 | LPIPS 0.7770 | Pick 0.2138 | HPSv2 0.2510 | HPSv2.1 0.2096 | Aes 4.7698
25
+ [2026-06-10 11:32:14] [RANK-0] [INFO] [rank 0] Batch [120/768] | CLIP 30.0947 | LPIPS 0.7761 | Pick 0.2138 | HPSv2 0.2509 | HPSv2.1 0.2094 | Aes 4.7638
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+ [2026-06-10 11:33:30] [RANK-0] [INFO] [rank 0] Batch [130/768] | CLIP 30.1069 | LPIPS 0.7766 | Pick 0.2138 | HPSv2 0.2509 | HPSv2.1 0.2094 | Aes 4.7664
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+ [2026-06-10 11:34:47] [RANK-0] [INFO] [rank 0] Batch [140/768] | CLIP 30.0984 | LPIPS 0.7767 | Pick 0.2137 | HPSv2 0.2508 | HPSv2.1 0.2091 | Aes 4.7674
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+ [2026-06-10 11:36:03] [RANK-0] [INFO] [rank 0] Batch [150/768] | CLIP 30.1305 | LPIPS 0.7770 | Pick 0.2138 | HPSv2 0.2508 | HPSv2.1 0.2092 | Aes 4.7667
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+ [2026-06-10 11:37:20] [RANK-0] [INFO] [rank 0] Batch [160/768] | CLIP 30.1148 | LPIPS 0.7762 | Pick 0.2138 | HPSv2 0.2508 | HPSv2.1 0.2092 | Aes 4.7670
30
+ [2026-06-10 11:38:37] [RANK-0] [INFO] [rank 0] Batch [170/768] | CLIP 30.1280 | LPIPS 0.7760 | Pick 0.2139 | HPSv2 0.2507 | HPSv2.1 0.2092 | Aes 4.7664
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+ [2026-06-10 11:39:53] [RANK-0] [INFO] [rank 0] Batch [180/768] | CLIP 30.1310 | LPIPS 0.7753 | Pick 0.2138 | HPSv2 0.2506 | HPSv2.1 0.2090 | Aes 4.7650
32
+ [2026-06-10 11:41:10] [RANK-0] [INFO] [rank 0] Batch [190/768] | CLIP 30.1484 | LPIPS 0.7750 | Pick 0.2138 | HPSv2 0.2505 | HPSv2.1 0.2087 | Aes 4.7579
33
+ [2026-06-10 11:42:24] [RANK-0] [INFO] [rank 0] Batch [200/768] | CLIP 30.1129 | LPIPS 0.7756 | Pick 0.2138 | HPSv2 0.2505 | HPSv2.1 0.2088 | Aes 4.7649
34
+ [2026-06-10 11:43:39] [RANK-0] [INFO] [rank 0] Batch [210/768] | CLIP 30.1041 | LPIPS 0.7763 | Pick 0.2138 | HPSv2 0.2507 | HPSv2.1 0.2089 | Aes 4.7664
35
+ [2026-06-10 11:44:55] [RANK-0] [INFO] [rank 0] Batch [220/768] | CLIP 30.1223 | LPIPS 0.7761 | Pick 0.2138 | HPSv2 0.2507 | HPSv2.1 0.2089 | Aes 4.7635
36
+ [2026-06-10 11:46:09] [RANK-0] [INFO] [rank 0] Batch [230/768] | CLIP 30.1334 | LPIPS 0.7761 | Pick 0.2139 | HPSv2 0.2508 | HPSv2.1 0.2090 | Aes 4.7632
37
+ [2026-06-10 11:47:25] [RANK-0] [INFO] [rank 0] Batch [240/768] | CLIP 30.1149 | LPIPS 0.7763 | Pick 0.2139 | HPSv2 0.2508 | HPSv2.1 0.2090 | Aes 4.7621
38
+ [2026-06-10 11:48:39] [RANK-0] [INFO] [rank 0] Batch [250/768] | CLIP 30.1218 | LPIPS 0.7765 | Pick 0.2139 | HPSv2 0.2507 | HPSv2.1 0.2089 | Aes 4.7590
39
+ [2026-06-10 11:49:53] [RANK-0] [INFO] [rank 0] Batch [260/768] | CLIP 30.1232 | LPIPS 0.7764 | Pick 0.2138 | HPSv2 0.2507 | HPSv2.1 0.2089 | Aes 4.7578
40
+ [2026-06-10 11:51:09] [RANK-0] [INFO] [rank 0] Batch [270/768] | CLIP 30.0943 | LPIPS 0.7765 | Pick 0.2137 | HPSv2 0.2507 | HPSv2.1 0.2088 | Aes 4.7594
41
+ [2026-06-10 11:52:25] [RANK-0] [INFO] [rank 0] Batch [280/768] | CLIP 30.0922 | LPIPS 0.7765 | Pick 0.2137 | HPSv2 0.2507 | HPSv2.1 0.2087 | Aes 4.7607
42
+ [2026-06-10 11:53:40] [RANK-0] [INFO] [rank 0] Batch [290/768] | CLIP 30.0791 | LPIPS 0.7769 | Pick 0.2137 | HPSv2 0.2507 | HPSv2.1 0.2086 | Aes 4.7618
43
+ [2026-06-10 11:54:57] [RANK-0] [INFO] [rank 0] Batch [300/768] | CLIP 30.0747 | LPIPS 0.7774 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2085 | Aes 4.7594
44
+ [2026-06-10 11:56:13] [RANK-0] [INFO] [rank 0] Batch [310/768] | CLIP 30.0734 | LPIPS 0.7777 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2086 | Aes 4.7603
45
+ [2026-06-10 11:57:29] [RANK-0] [INFO] [rank 0] Batch [320/768] | CLIP 30.0786 | LPIPS 0.7776 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2085 | Aes 4.7584
46
+ [2026-06-10 11:58:45] [RANK-0] [INFO] [rank 0] Batch [330/768] | CLIP 30.0632 | LPIPS 0.7776 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2084 | Aes 4.7596
47
+ [2026-06-10 12:00:02] [RANK-0] [INFO] [rank 0] Batch [340/768] | CLIP 30.0638 | LPIPS 0.7775 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2084 | Aes 4.7577
48
+ [2026-06-10 12:01:18] [RANK-0] [INFO] [rank 0] Batch [350/768] | CLIP 30.0531 | LPIPS 0.7776 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2084 | Aes 4.7582
49
+ [2026-06-10 12:02:35] [RANK-0] [INFO] [rank 0] Batch [360/768] | CLIP 30.0438 | LPIPS 0.7780 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2084 | Aes 4.7590
50
+ [2026-06-10 12:03:51] [RANK-0] [INFO] [rank 0] Batch [370/768] | CLIP 30.0382 | LPIPS 0.7781 | Pick 0.2135 | HPSv2 0.2506 | HPSv2.1 0.2083 | Aes 4.7584
51
+ [2026-06-10 12:05:07] [RANK-0] [INFO] [rank 0] Batch [380/768] | CLIP 30.0381 | LPIPS 0.7778 | Pick 0.2135 | HPSv2 0.2505 | HPSv2.1 0.2083 | Aes 4.7585
52
+ [2026-06-10 12:06:23] [RANK-0] [INFO] [rank 0] Batch [390/768] | CLIP 30.0404 | LPIPS 0.7779 | Pick 0.2136 | HPSv2 0.2505 | HPSv2.1 0.2084 | Aes 4.7582
53
+ [2026-06-10 12:07:40] [RANK-0] [INFO] [rank 0] Batch [400/768] | CLIP 30.0449 | LPIPS 0.7777 | Pick 0.2135 | HPSv2 0.2505 | HPSv2.1 0.2083 | Aes 4.7571
54
+ [2026-06-10 12:08:56] [RANK-0] [INFO] [rank 0] Batch [410/768] | CLIP 30.0456 | LPIPS 0.7776 | Pick 0.2136 | HPSv2 0.2505 | HPSv2.1 0.2083 | Aes 4.7575
55
+ [2026-06-10 12:10:12] [RANK-0] [INFO] [rank 0] Batch [420/768] | CLIP 30.0442 | LPIPS 0.7773 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2084 | Aes 4.7577
56
+ [2026-06-10 12:11:28] [RANK-0] [INFO] [rank 0] Batch [430/768] | CLIP 30.0474 | LPIPS 0.7772 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2084 | Aes 4.7587
57
+ [2026-06-10 12:12:45] [RANK-0] [INFO] [rank 0] Batch [440/768] | CLIP 30.0513 | LPIPS 0.7772 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2084 | Aes 4.7573
58
+ [2026-06-10 12:14:01] [RANK-0] [INFO] [rank 0] Batch [450/768] | CLIP 30.0476 | LPIPS 0.7772 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2085 | Aes 4.7589
59
+ [2026-06-10 12:15:17] [RANK-0] [INFO] [rank 0] Batch [460/768] | CLIP 30.0465 | LPIPS 0.7777 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2085 | Aes 4.7596
60
+ [2026-06-10 12:16:33] [RANK-0] [INFO] [rank 0] Batch [470/768] | CLIP 30.0464 | LPIPS 0.7780 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2085 | Aes 4.7580
61
+ [2026-06-10 12:17:50] [RANK-0] [INFO] [rank 0] Batch [480/768] | CLIP 30.0458 | LPIPS 0.7779 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2086 | Aes 4.7574
62
+ [2026-06-10 12:19:06] [RANK-0] [INFO] [rank 0] Batch [490/768] | CLIP 30.0510 | LPIPS 0.7779 | Pick 0.2136 | HPSv2 0.2506 | HPSv2.1 0.2085 | Aes 4.7572
63
+ [2026-06-10 12:20:22] [RANK-0] [INFO] [rank 0] Batch [500/768] | CLIP 30.0485 | LPIPS 0.7779 | Pick 0.2136 | HPSv2 0.2505 | HPSv2.1 0.2084 | Aes 4.7560
64
+ [2026-06-10 12:21:37] [RANK-0] [INFO] [rank 0] Batch [510/768] | CLIP 30.0528 | LPIPS 0.7778 | Pick 0.2136 | HPSv2 0.2505 | HPSv2.1 0.2084 | Aes 4.7553
65
+ [2026-06-10 12:22:50] [RANK-0] [INFO] [rank 0] Batch [520/768] | CLIP 30.0508 | LPIPS 0.7780 | Pick 0.2136 | HPSv2 0.2505 | HPSv2.1 0.2083 | Aes 4.7541
66
+ [2026-06-10 12:24:03] [RANK-0] [INFO] [rank 0] Batch [530/768] | CLIP 30.0542 | LPIPS 0.7779 | Pick 0.2136 | HPSv2 0.2505 | HPSv2.1 0.2084 | Aes 4.7551
67
+ [2026-06-10 12:25:17] [RANK-0] [INFO] [rank 0] Batch [540/768] | CLIP 30.0569 | LPIPS 0.7779 | Pick 0.2136 | HPSv2 0.2505 | HPSv2.1 0.2084 | Aes 4.7556
68
+ [2026-06-10 12:26:30] [RANK-0] [INFO] [rank 0] Batch [550/768] | CLIP 30.0567 | LPIPS 0.7780 | Pick 0.2136 | HPSv2 0.2505 | HPSv2.1 0.2085 | Aes 4.7560
69
+ [2026-06-10 12:27:44] [RANK-0] [INFO] [rank 0] Batch [560/768] | CLIP 30.0585 | LPIPS 0.7783 | Pick 0.2136 | HPSv2 0.2505 | HPSv2.1 0.2085 | Aes 4.7563
70
+ [2026-06-10 12:29:00] [RANK-0] [INFO] [rank 0] Batch [570/768] | CLIP 30.0665 | LPIPS 0.7782 | Pick 0.2137 | HPSv2 0.2505 | HPSv2.1 0.2084 | Aes 4.7554
71
+ [2026-06-10 12:30:14] [RANK-0] [INFO] [rank 0] Batch [580/768] | CLIP 30.0546 | LPIPS 0.7782 | Pick 0.2136 | HPSv2 0.2505 | HPSv2.1 0.2084 | Aes 4.7560
72
+ [2026-06-10 12:31:26] [RANK-0] [INFO] [rank 0] Batch [590/768] | CLIP 30.0587 | LPIPS 0.7782 | Pick 0.2137 | HPSv2 0.2505 | HPSv2.1 0.2084 | Aes 4.7565
73
+ [2026-06-10 12:32:40] [RANK-0] [INFO] [rank 0] Batch [600/768] | CLIP 30.0520 | LPIPS 0.7781 | Pick 0.2136 | HPSv2 0.2505 | HPSv2.1 0.2084 | Aes 4.7572
74
+ [2026-06-10 12:33:55] [RANK-0] [INFO] [rank 0] Batch [610/768] | CLIP 30.0488 | LPIPS 0.7780 | Pick 0.2136 | HPSv2 0.2505 | HPSv2.1 0.2084 | Aes 4.7578
75
+ [2026-06-10 12:35:08] [RANK-0] [INFO] [rank 0] Batch [620/768] | CLIP 30.0388 | LPIPS 0.7783 | Pick 0.2136 | HPSv2 0.2505 | HPSv2.1 0.2083 | Aes 4.7578
76
+ [2026-06-10 12:36:21] [RANK-0] [INFO] [rank 0] Batch [630/768] | CLIP 30.0359 | LPIPS 0.7784 | Pick 0.2136 | HPSv2 0.2505 | HPSv2.1 0.2083 | Aes 4.7578
77
+ [2026-06-10 12:37:38] [RANK-0] [INFO] [rank 0] Batch [640/768] | CLIP 30.0367 | LPIPS 0.7785 | Pick 0.2136 | HPSv2 0.2504 | HPSv2.1 0.2083 | Aes 4.7576
78
+ [2026-06-10 12:38:51] [RANK-0] [INFO] [rank 0] Batch [650/768] | CLIP 30.0330 | LPIPS 0.7784 | Pick 0.2136 | HPSv2 0.2504 | HPSv2.1 0.2083 | Aes 4.7575
79
+ [2026-06-10 12:40:06] [RANK-0] [INFO] [rank 0] Batch [660/768] | CLIP 30.0316 | LPIPS 0.7784 | Pick 0.2136 | HPSv2 0.2504 | HPSv2.1 0.2082 | Aes 4.7584
80
+ [2026-06-10 12:41:20] [RANK-0] [INFO] [rank 0] Batch [670/768] | CLIP 30.0368 | LPIPS 0.7786 | Pick 0.2136 | HPSv2 0.2504 | HPSv2.1 0.2083 | Aes 4.7580
81
+ [2026-06-10 12:42:36] [RANK-0] [INFO] [rank 0] Batch [680/768] | CLIP 30.0380 | LPIPS 0.7784 | Pick 0.2136 | HPSv2 0.2504 | HPSv2.1 0.2082 | Aes 4.7572
82
+ [2026-06-10 12:43:53] [RANK-0] [INFO] [rank 0] Batch [690/768] | CLIP 30.0305 | LPIPS 0.7784 | Pick 0.2136 | HPSv2 0.2504 | HPSv2.1 0.2082 | Aes 4.7578
83
+ [2026-06-10 12:45:09] [RANK-0] [INFO] [rank 0] Batch [700/768] | CLIP 30.0231 | LPIPS 0.7787 | Pick 0.2136 | HPSv2 0.2504 | HPSv2.1 0.2082 | Aes 4.7580
84
+ [2026-06-10 12:46:25] [RANK-0] [INFO] [rank 0] Batch [710/768] | CLIP 30.0180 | LPIPS 0.7788 | Pick 0.2136 | HPSv2 0.2504 | HPSv2.1 0.2082 | Aes 4.7587
85
+ [2026-06-10 12:47:38] [RANK-0] [INFO] [rank 0] Batch [720/768] | CLIP 30.0190 | LPIPS 0.7786 | Pick 0.2135 | HPSv2 0.2503 | HPSv2.1 0.2080 | Aes 4.7569
86
+ [2026-06-10 12:48:52] [RANK-0] [INFO] [rank 0] Batch [730/768] | CLIP 30.0207 | LPIPS 0.7785 | Pick 0.2136 | HPSv2 0.2503 | HPSv2.1 0.2080 | Aes 4.7563
87
+ [2026-06-10 12:50:09] [RANK-0] [INFO] [rank 0] Batch [740/768] | CLIP 30.0221 | LPIPS 0.7784 | Pick 0.2136 | HPSv2 0.2503 | HPSv2.1 0.2080 | Aes 4.7563
88
+ [2026-06-10 12:51:25] [RANK-0] [INFO] [rank 0] Batch [750/768] | CLIP 30.0226 | LPIPS 0.7785 | Pick 0.2135 | HPSv2 0.2503 | HPSv2.1 0.2080 | Aes 4.7561
89
+ [2026-06-10 12:52:41] [RANK-0] [INFO] [rank 0] Batch [760/768] | CLIP 30.0233 | LPIPS 0.7784 | Pick 0.2135 | HPSv2 0.2503 | HPSv2.1 0.2079 | Aes 4.7547
90
+ [2026-06-10 12:53:40] [RANK-0] [INFO] Gathering results from all ranks ...
91
+ [2026-06-10 12:53:40] [RANK-0] [INFO] Finished feature extraction. Computing final FID...
92
+ [2026-06-10 12:53:40] [RANK-0] [INFO] ============================================================
93
+ [2026-06-10 12:53:40] [RANK-0] [INFO] FID : 8.198545
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+ [2026-06-10 12:53:40] [RANK-0] [INFO] CLIP : 30.038110
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+ [2026-06-10 12:53:40] [RANK-0] [INFO] LPIPS : 0.778456
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+ [2026-06-10 12:53:40] [RANK-0] [INFO] PickScore : 0.213446
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+ [2026-06-10 12:53:40] [RANK-0] [INFO] HPSv2 : 0.250194
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+ [2026-06-10 12:53:40] [RANK-0] [INFO] HPSv2.1 : 0.207855
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+ [2026-06-10 12:53:40] [RANK-0] [INFO] Aesthetic : 4.752378
100
+ [2026-06-10 12:53:40] [RANK-0] [INFO] ============================================================
101
+ [2026-06-10 12:53:40] [RANK-0] [INFO] Results saved to ./RESULTS/102flowers/run_009/Eval/eval_results.json
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@@ -0,0 +1,720 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Training started: 2026-06-10 05:41:53
2
+ ==========================================================================================
3
+ Step | Epoch | Loss | Avg100 | LR | Elapsed | ETA
4
+ ------------------------------------------------------------------------------------------
5
+ [05:41:53] Run directory: RESULTS/102flowers/run_009
6
+ [05:41:53] Loading PixArt-Alpha components ...
7
+ [05:42:23] Transformer params: 610,856,096 total, 610,856,096 trainable
8
+ [05:42:23] Building dataset ...
9
+ [05:42:23]
10
+ [05:42:23] ================================================================
11
+ [05:42:23] Model = PixArt-alpha/PixArt-XL-2-512x512
12
+ [05:42:23] Output dir = RESULTS/102flowers/run_009
13
+ [05:42:23] Num examples = 28660
14
+ [05:42:23] Num epochs = 5
15
+ [05:42:23] Batch/device = 4
16
+ [05:42:23] Grad accum = 1
17
+ [05:42:23] Effective BS = 4
18
+ [05:42:23] Total optim steps = 30000
19
+ [05:42:23] LR = 1e-05
20
+ [05:42:23] Precision = bf16
21
+ [05:42:23] Resolution = 512x512
22
+ [05:42:23] Max seq length = 120
23
+ [05:42:23] ================================================================
24
+ [05:42:23]
25
+ 50 | 0 | 0.107734 | 0.107734 | 1.00e-06 | 0:00:58 | 9:42:29
26
+ 100 | 0 | 0.181555 | 0.144644 | 2.00e-06 | 0:01:25 | 7:05:15
27
+ 150 | 0 | 0.074704 | 0.121331 | 3.00e-06 | 0:01:52 | 6:13:12
28
+ 200 | 0 | 0.127930 | 0.122981 | 4.00e-06 | 0:02:19 | 5:47:11
29
+ 250 | 0 | 0.000773 | 0.098539 | 5.00e-06 | 0:02:47 | 5:31:28
30
+ 300 | 0 | 0.010599 | 0.083883 | 6.00e-06 | 0:03:14 | 5:20:53
31
+ 350 | 0 | 0.037428 | 0.077246 | 7.00e-06 | 0:03:41 | 5:13:12
32
+ 400 | 0 | 0.146138 | 0.085858 | 8.00e-06 | 0:04:09 | 5:07:17
33
+ 450 | 0 | 0.120760 | 0.089736 | 9.00e-06 | 0:04:36 | 5:02:34
34
+ 500 | 0 | 0.228035 | 0.103566 | 1.00e-05 | 0:05:03 | 4:58:43
35
+ 550 | 0 | 0.360778 | 0.126948 | 1.00e-05 | 0:05:31 | 4:55:30
36
+ 600 | 0 | 0.106691 | 0.125260 | 1.00e-05 | 0:05:58 | 4:52:43
37
+ 650 | 0 | 0.124916 | 0.125234 | 1.00e-05 | 0:06:25 | 4:50:19
38
+ 700 | 0 | 0.102470 | 0.123608 | 1.00e-05 | 0:06:53 | 4:48:11
39
+ 750 | 0 | 0.022975 | 0.116899 | 1.00e-05 | 0:07:20 | 4:46:16
40
+ 800 | 0 | 0.048608 | 0.112631 | 1.00e-05 | 0:07:47 | 4:44:33
41
+ 850 | 0 | 0.103407 | 0.112088 | 1.00e-05 | 0:08:15 | 4:42:58
42
+ 900 | 0 | 0.047199 | 0.108483 | 1.00e-05 | 0:08:42 | 4:41:31
43
+ 950 | 0 | 0.038952 | 0.104824 | 9.99e-06 | 0:09:09 | 4:40:09
44
+ 1000 | 0 | 0.246847 | 0.111925 | 9.99e-06 | 0:09:37 | 4:38:54
45
+ [05:51:30] Generating 16 validation images ...
46
+ [05:51:50] Validation step 1000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0001000.png
47
+ 1050 | 0 | 0.370823 | 0.124253 | 9.99e-06 | 0:10:24 | 4:47:04
48
+ 1100 | 0 | 0.187369 | 0.127122 | 9.99e-06 | 0:10:51 | 4:45:28
49
+ 1150 | 0 | 0.203136 | 0.130427 | 9.99e-06 | 0:11:19 | 4:43:59
50
+ 1200 | 0 | 0.065442 | 0.127720 | 9.99e-06 | 0:11:46 | 4:42:35
51
+ 1250 | 0 | 0.040453 | 0.124229 | 9.98e-06 | 0:12:13 | 4:41:16
52
+ 1300 | 0 | 0.488883 | 0.138254 | 9.98e-06 | 0:12:40 | 4:40:00
53
+ 1350 | 0 | 0.077192 | 0.135993 | 9.98e-06 | 0:13:08 | 4:38:49
54
+ 1400 | 0 | 0.022249 | 0.131930 | 9.98e-06 | 0:13:35 | 4:37:41
55
+ 1450 | 0 | 0.013133 | 0.127834 | 9.97e-06 | 0:14:02 | 4:36:36
56
+ 1500 | 0 | 0.093580 | 0.126692 | 9.97e-06 | 0:14:30 | 4:35:34
57
+ 1550 | 0 | 0.297217 | 0.132193 | 9.97e-06 | 0:14:57 | 4:34:34
58
+ 1600 | 0 | 0.179701 | 0.133677 | 9.97e-06 | 0:15:24 | 4:33:36
59
+ 1650 | 0 | 0.027841 | 0.130470 | 9.96e-06 | 0:15:52 | 4:32:40
60
+ 1700 | 0 | 0.143763 | 0.130861 | 9.96e-06 | 0:16:19 | 4:31:44
61
+ 1750 | 0 | 0.011405 | 0.127448 | 9.96e-06 | 0:16:46 | 4:30:50
62
+ 1800 | 0 | 0.114408 | 0.127086 | 9.95e-06 | 0:17:13 | 4:29:58
63
+ 1850 | 0 | 0.121067 | 0.126923 | 9.95e-06 | 0:17:41 | 4:29:08
64
+ 1900 | 0 | 0.067302 | 0.125354 | 9.94e-06 | 0:18:08 | 4:28:19
65
+ 1950 | 0 | 0.059317 | 0.123661 | 9.94e-06 | 0:18:35 | 4:27:31
66
+ 2000 | 0 | 0.014399 | 0.120929 | 9.94e-06 | 0:19:03 | 4:26:45
67
+ [06:01:05] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-2000
68
+ [06:01:05] Generating 16 validation images ...
69
+ [06:01:25] Validation step 2000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0002000.png
70
+ 2050 | 0 | 0.556020 | 0.131541 | 9.93e-06 | 0:19:59 | 4:32:29
71
+ 2100 | 0 | 0.063884 | 0.129931 | 9.93e-06 | 0:20:26 | 4:31:34
72
+ 2150 | 0 | 0.092426 | 0.129058 | 9.92e-06 | 0:20:53 | 4:30:40
73
+ 2200 | 0 | 0.199466 | 0.130658 | 9.92e-06 | 0:21:20 | 4:29:47
74
+ 2250 | 0 | 0.092577 | 0.129812 | 9.91e-06 | 0:21:48 | 4:28:55
75
+ 2300 | 0 | 0.066863 | 0.128444 | 9.91e-06 | 0:22:15 | 4:28:05
76
+ 2350 | 0 | 0.446132 | 0.135203 | 9.90e-06 | 0:22:42 | 4:27:16
77
+ 2400 | 0 | 0.098232 | 0.134433 | 9.90e-06 | 0:23:10 | 4:26:27
78
+ 2450 | 0 | 0.134403 | 0.134432 | 9.89e-06 | 0:23:37 | 4:25:39
79
+ 2500 | 0 | 0.028584 | 0.132315 | 9.89e-06 | 0:24:04 | 4:24:51
80
+ 2550 | 0 | 0.042765 | 0.130559 | 9.88e-06 | 0:24:31 | 4:24:04
81
+ 2600 | 0 | 0.178365 | 0.131479 | 9.88e-06 | 0:24:59 | 4:23:17
82
+ 2650 | 0 | 0.185739 | 0.132503 | 9.87e-06 | 0:25:26 | 4:22:31
83
+ 2700 | 0 | 0.156540 | 0.132948 | 9.86e-06 | 0:25:53 | 4:21:45
84
+ 2750 | 0 | 0.117911 | 0.132674 | 9.86e-06 | 0:26:20 | 4:21:01
85
+ 2800 | 0 | 0.076085 | 0.131664 | 9.85e-06 | 0:26:47 | 4:20:17
86
+ 2850 | 0 | 0.162318 | 0.132202 | 9.84e-06 | 0:27:14 | 4:19:35
87
+ 2900 | 0 | 0.043956 | 0.130680 | 9.84e-06 | 0:27:42 | 4:18:53
88
+ 2950 | 0 | 0.083891 | 0.129887 | 9.83e-06 | 0:28:09 | 4:18:11
89
+ 3000 | 0 | 0.282431 | 0.132429 | 9.82e-06 | 0:28:36 | 4:17:29
90
+ [06:10:30] Generating 16 validation images ...
91
+ [06:10:49] Validation step 3000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0003000.png
92
+ 3050 | 0 | 0.160138 | 0.132884 | 9.82e-06 | 0:29:23 | 4:19:40
93
+ 3100 | 0 | 0.063301 | 0.131761 | 9.81e-06 | 0:29:50 | 4:18:57
94
+ 3150 | 0 | 0.070916 | 0.130796 | 9.80e-06 | 0:30:17 | 4:18:14
95
+ 3200 | 0 | 0.101494 | 0.130338 | 9.79e-06 | 0:30:45 | 4:17:33
96
+ 3250 | 0 | 0.141990 | 0.130517 | 9.79e-06 | 0:31:12 | 4:16:51
97
+ 3300 | 0 | 0.013318 | 0.128741 | 9.78e-06 | 0:31:39 | 4:16:10
98
+ 3350 | 0 | 0.299764 | 0.131294 | 9.77e-06 | 0:32:06 | 4:15:29
99
+ 3400 | 0 | 0.196835 | 0.132258 | 9.76e-06 | 0:32:34 | 4:14:49
100
+ 3450 | 0 | 0.145963 | 0.132456 | 9.76e-06 | 0:33:01 | 4:14:09
101
+ 3500 | 0 | 0.037416 | 0.131099 | 9.75e-06 | 0:33:28 | 4:13:30
102
+ 3550 | 0 | 0.173316 | 0.131693 | 9.74e-06 | 0:33:56 | 4:12:51
103
+ 3600 | 0 | 0.231079 | 0.133074 | 9.73e-06 | 0:34:23 | 4:12:11
104
+ 3650 | 0 | 0.270862 | 0.134961 | 9.72e-06 | 0:34:50 | 4:11:32
105
+ 3700 | 0 | 0.031396 | 0.133562 | 9.71e-06 | 0:35:17 | 4:10:53
106
+ 3750 | 0 | 0.066939 | 0.132673 | 9.70e-06 | 0:35:45 | 4:10:15
107
+ 3800 | 0 | 0.166100 | 0.133113 | 9.69e-06 | 0:36:12 | 4:09:38
108
+ 3850 | 0 | 0.008257 | 0.131492 | 9.69e-06 | 0:36:39 | 4:09:00
109
+ 3900 | 0 | 0.042259 | 0.130348 | 9.68e-06 | 0:37:06 | 4:08:23
110
+ 3950 | 0 | 0.266907 | 0.132076 | 9.67e-06 | 0:37:34 | 4:07:46
111
+ 4000 | 0 | 0.089166 | 0.131540 | 9.66e-06 | 0:38:01 | 4:07:09
112
+ [06:20:03] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-4000
113
+ [06:20:03] Generating 16 validation images ...
114
+ [06:20:22] Validation step 4000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0004000.png
115
+ 4050 | 0 | 0.145668 | 0.131714 | 9.65e-06 | 0:38:56 | 4:09:28
116
+ 4100 | 0 | 0.113488 | 0.131492 | 9.64e-06 | 0:39:23 | 4:08:48
117
+ 4150 | 0 | 0.167476 | 0.131925 | 9.63e-06 | 0:39:50 | 4:08:09
118
+ 4200 | 0 | 0.074542 | 0.131242 | 9.62e-06 | 0:40:17 | 4:07:30
119
+ 4250 | 0 | 0.055731 | 0.130354 | 9.61e-06 | 0:40:44 | 4:06:53
120
+ 4300 | 0 | 0.154828 | 0.130639 | 9.60e-06 | 0:41:12 | 4:06:15
121
+ 4350 | 0 | 0.022017 | 0.129390 | 9.59e-06 | 0:41:39 | 4:05:37
122
+ 4400 | 0 | 0.257962 | 0.130851 | 9.57e-06 | 0:42:06 | 4:05:00
123
+ 4450 | 0 | 0.224668 | 0.131905 | 9.56e-06 | 0:42:33 | 4:04:23
124
+ 4500 | 0 | 0.429338 | 0.135210 | 9.55e-06 | 0:43:01 | 4:03:47
125
+ 4550 | 0 | 0.451923 | 0.138690 | 9.54e-06 | 0:43:28 | 4:03:10
126
+ 4600 | 0 | 0.300199 | 0.140446 | 9.53e-06 | 0:43:55 | 4:02:34
127
+ 4650 | 0 | 0.057608 | 0.139555 | 9.52e-06 | 0:44:23 | 4:01:58
128
+ 4700 | 0 | 0.266324 | 0.140904 | 9.51e-06 | 0:44:50 | 4:01:22
129
+ 4750 | 0 | 0.196192 | 0.141486 | 9.50e-06 | 0:45:17 | 4:00:46
130
+ 4800 | 0 | 0.427648 | 0.144467 | 9.48e-06 | 0:45:44 | 4:00:10
131
+ 4850 | 0 | 0.095076 | 0.143957 | 9.47e-06 | 0:46:12 | 3:59:35
132
+ 4900 | 0 | 0.041165 | 0.142909 | 9.46e-06 | 0:46:39 | 3:58:59
133
+ 4950 | 0 | 0.391546 | 0.145420 | 9.45e-06 | 0:47:06 | 3:58:24
134
+ 5000 | 0 | 0.043859 | 0.144404 | 9.44e-06 | 0:47:33 | 3:57:49
135
+ [06:29:27] Generating 16 validation images ...
136
+ [06:29:47] Validation step 5000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0005000.png
137
+ 5050 | 0 | 0.018106 | 0.143508 | 9.42e-06 | 0:48:21 | 3:58:55
138
+ 5100 | 0 | 0.521517 | 0.146908 | 9.41e-06 | 0:48:48 | 3:58:19
139
+ 5150 | 0 | 0.195337 | 0.148114 | 9.40e-06 | 0:49:15 | 3:57:43
140
+ 5200 | 0 | 0.157739 | 0.148412 | 9.39e-06 | 0:49:43 | 3:57:07
141
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142
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143
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144
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145
+ 5450 | 0 | 0.019488 | 0.150721 | 9.32e-06 | 0:51:59 | 3:54:12
146
+ 5500 | 0 | 0.235507 | 0.150795 | 9.31e-06 | 0:52:27 | 3:53:38
147
+ 5550 | 0 | 0.199980 | 0.149187 | 9.29e-06 | 0:52:54 | 3:53:04
148
+ 5600 | 0 | 0.020759 | 0.148328 | 9.28e-06 | 0:53:21 | 3:52:29
149
+ 5650 | 0 | 0.187861 | 0.148958 | 9.27e-06 | 0:53:48 | 3:51:55
150
+ 5700 | 0 | 0.001848 | 0.147951 | 9.25e-06 | 0:54:16 | 3:51:21
151
+ 5750 | 0 | 0.132292 | 0.149044 | 9.24e-06 | 0:54:43 | 3:50:46
152
+ 5800 | 0 | 0.146436 | 0.150023 | 9.22e-06 | 0:55:10 | 3:50:12
153
+ 5850 | 0 | 0.001049 | 0.148999 | 9.21e-06 | 0:55:37 | 3:49:39
154
+ 5900 | 0 | 0.085867 | 0.149386 | 9.20e-06 | 0:56:05 | 3:49:05
155
+ 5950 | 0 | 0.095883 | 0.149955 | 9.18e-06 | 0:56:32 | 3:48:31
156
+ 6000 | 0 | 0.246630 | 0.149953 | 9.17e-06 | 0:56:59 | 3:47:57
157
+ [06:38:59] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-6000
158
+ [06:39:00] Generating 16 validation images ...
159
+ [06:39:19] Validation step 6000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0006000.png
160
+ 6050 | 0 | 0.631005 | 0.152555 | 9.15e-06 | 0:57:52 | 3:49:08
161
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162
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163
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164
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165
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166
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167
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168
+ 6450 | 0 | 0.006117 | 0.148903 | 9.03e-06 | 1:01:30 | 3:44:35
169
+ 6500 | 0 | 0.084678 | 0.148814 | 9.01e-06 | 1:01:58 | 3:44:02
170
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171
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172
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173
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174
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175
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176
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177
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178
+ 6950 | 0 | 0.119825 | 0.150759 | 8.87e-06 | 1:06:03 | 3:39:06
179
+ 7000 | 0 | 0.061101 | 0.151226 | 8.85e-06 | 1:06:31 | 3:38:34
180
+ [06:48:24] Generating 16 validation images ...
181
+ [06:48:44] Validation step 7000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0007000.png
182
+ 7050 | 0 | 0.240858 | 0.148075 | 8.83e-06 | 1:07:18 | 3:39:05
183
+ 7100 | 0 | 0.074649 | 0.148182 | 8.81e-06 | 1:07:45 | 3:38:32
184
+ 7150 | 0 | 0.122740 | 0.148485 | 8.80e-06 | 1:08:12 | 3:37:59
185
+ [06:50:14] --- Epoch 0 | Steps: 7165 | Avg Loss: 0.131953 ---
186
+ 7200 | 1 | 0.328450 | 0.149775 | 8.78e-06 | 1:08:40 | 3:37:26
187
+ 7250 | 1 | 0.184694 | 0.150696 | 8.76e-06 | 1:09:07 | 3:36:53
188
+ 7300 | 1 | 0.045992 | 0.150488 | 8.75e-06 | 1:09:34 | 3:36:21
189
+ 7350 | 1 | 0.138820 | 0.147415 | 8.73e-06 | 1:10:01 | 3:35:48
190
+ 7400 | 1 | 0.182252 | 0.148255 | 8.71e-06 | 1:10:29 | 3:35:16
191
+ 7450 | 1 | 0.087640 | 0.147787 | 8.69e-06 | 1:10:56 | 3:34:43
192
+ 7500 | 1 | 0.242042 | 0.149922 | 8.67e-06 | 1:11:23 | 3:34:11
193
+ 7550 | 1 | 0.061314 | 0.150107 | 8.66e-06 | 1:11:51 | 3:33:38
194
+ 7600 | 1 | 0.155913 | 0.149883 | 8.64e-06 | 1:12:18 | 3:33:06
195
+ 7650 | 1 | 0.283920 | 0.150864 | 8.62e-06 | 1:12:45 | 3:32:34
196
+ 7700 | 1 | 0.132242 | 0.150621 | 8.60e-06 | 1:13:12 | 3:32:01
197
+ 7750 | 1 | 0.062630 | 0.150069 | 8.58e-06 | 1:13:40 | 3:31:29
198
+ 7800 | 1 | 0.259995 | 0.151908 | 8.56e-06 | 1:14:07 | 3:30:57
199
+ 7850 | 1 | 0.160048 | 0.151885 | 8.54e-06 | 1:14:34 | 3:30:25
200
+ 7900 | 1 | 0.049731 | 0.151943 | 8.53e-06 | 1:15:01 | 3:29:53
201
+ 7950 | 1 | 0.032644 | 0.151430 | 8.51e-06 | 1:15:28 | 3:29:21
202
+ 8000 | 1 | 0.202031 | 0.150626 | 8.49e-06 | 1:15:56 | 3:28:49
203
+ [06:57:56] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-8000
204
+ [06:57:57] Generating 16 validation images ...
205
+ [06:58:16] Validation step 8000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0008000.png
206
+ 8050 | 1 | 0.143014 | 0.150455 | 8.47e-06 | 1:16:50 | 3:29:31
207
+ 8100 | 1 | 0.008726 | 0.149909 | 8.45e-06 | 1:17:17 | 3:28:59
208
+ 8150 | 1 | 0.260926 | 0.151809 | 8.43e-06 | 1:17:45 | 3:28:27
209
+ 8200 | 1 | 0.175220 | 0.152547 | 8.41e-06 | 1:18:12 | 3:27:55
210
+ 8250 | 1 | 0.054502 | 0.151672 | 8.39e-06 | 1:18:39 | 3:27:23
211
+ 8300 | 1 | 0.250469 | 0.154043 | 8.37e-06 | 1:19:07 | 3:26:51
212
+ 8350 | 1 | 0.068653 | 0.151732 | 8.35e-06 | 1:19:34 | 3:26:19
213
+ 8400 | 1 | 0.218492 | 0.151949 | 8.33e-06 | 1:20:01 | 3:25:47
214
+ 8450 | 1 | 0.089955 | 0.151389 | 8.31e-06 | 1:20:29 | 3:25:15
215
+ 8500 | 1 | 0.063316 | 0.151648 | 8.29e-06 | 1:20:56 | 3:24:43
216
+ 8550 | 1 | 0.192474 | 0.151839 | 8.27e-06 | 1:21:23 | 3:24:12
217
+ 8600 | 1 | 0.363031 | 0.153159 | 8.25e-06 | 1:21:51 | 3:23:40
218
+ 8650 | 1 | 0.073903 | 0.151189 | 8.23e-06 | 1:22:18 | 3:23:08
219
+ 8700 | 1 | 0.114465 | 0.152020 | 8.21e-06 | 1:22:45 | 3:22:37
220
+ 8750 | 1 | 0.007449 | 0.151425 | 8.19e-06 | 1:23:13 | 3:22:05
221
+ 8800 | 1 | 0.027858 | 0.150043 | 8.17e-06 | 1:23:40 | 3:21:34
222
+ 8850 | 1 | 0.175850 | 0.151719 | 8.15e-06 | 1:24:07 | 3:21:03
223
+ 8900 | 1 | 0.031551 | 0.151611 | 8.13e-06 | 1:24:35 | 3:20:31
224
+ 8950 | 1 | 0.002932 | 0.148972 | 8.11e-06 | 1:25:02 | 3:20:00
225
+ 9000 | 1 | 0.039687 | 0.148477 | 8.09e-06 | 1:25:29 | 3:19:29
226
+ [07:07:23] Generating 16 validation images ...
227
+ [07:07:43] Validation step 9000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0009000.png
228
+ 9050 | 1 | 0.112901 | 0.148149 | 8.07e-06 | 1:26:17 | 3:19:45
229
+ 9100 | 1 | 0.093770 | 0.147952 | 8.05e-06 | 1:26:44 | 3:19:13
230
+ 9150 | 1 | 0.113529 | 0.147413 | 8.02e-06 | 1:27:12 | 3:18:42
231
+ 9200 | 1 | 0.306117 | 0.149728 | 8.00e-06 | 1:27:39 | 3:18:10
232
+ 9250 | 1 | 0.219380 | 0.151365 | 7.98e-06 | 1:28:06 | 3:17:39
233
+ 9300 | 1 | 0.292727 | 0.152744 | 7.96e-06 | 1:28:33 | 3:17:07
234
+ 9350 | 1 | 0.146249 | 0.153986 | 7.94e-06 | 1:29:01 | 3:16:36
235
+ 9400 | 1 | 0.140580 | 0.152812 | 7.92e-06 | 1:29:28 | 3:16:05
236
+ 9450 | 1 | 0.006797 | 0.150634 | 7.90e-06 | 1:29:55 | 3:15:34
237
+ 9500 | 1 | 0.024567 | 0.146586 | 7.87e-06 | 1:30:23 | 3:15:02
238
+ 9550 | 1 | 0.018986 | 0.142257 | 7.85e-06 | 1:30:50 | 3:14:31
239
+ 9600 | 1 | 0.142554 | 0.140680 | 7.83e-06 | 1:31:17 | 3:14:00
240
+ 9650 | 1 | 0.013723 | 0.140241 | 7.81e-06 | 1:31:45 | 3:13:29
241
+ 9700 | 1 | 0.068588 | 0.138264 | 7.79e-06 | 1:32:12 | 3:12:58
242
+ 9750 | 1 | 0.131827 | 0.137620 | 7.76e-06 | 1:32:39 | 3:12:27
243
+ 9800 | 1 | 0.207347 | 0.135417 | 7.74e-06 | 1:33:07 | 3:11:56
244
+ 9850 | 1 | 0.022715 | 0.134694 | 7.72e-06 | 1:33:34 | 3:11:25
245
+ 9900 | 1 | 0.040760 | 0.134690 | 7.70e-06 | 1:34:01 | 3:10:54
246
+ 9950 | 1 | 0.006165 | 0.130836 | 7.67e-06 | 1:34:28 | 3:10:23
247
+ 10000 | 1 | 0.212089 | 0.132518 | 7.65e-06 | 1:34:56 | 3:09:52
248
+ [07:16:58] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-10000
249
+ [07:17:00] Generating 16 validation images ...
250
+ [07:17:20] Validation step 10000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0010000.png
251
+ 10050 | 1 | 0.340507 | 0.135742 | 7.63e-06 | 1:35:54 | 3:10:22
252
+ 10100 | 1 | 0.155622 | 0.132083 | 7.61e-06 | 1:36:21 | 3:09:51
253
+ 10150 | 1 | 0.122730 | 0.131357 | 7.58e-06 | 1:36:48 | 3:09:19
254
+ 10200 | 1 | 0.305771 | 0.132837 | 7.56e-06 | 1:37:16 | 3:08:48
255
+ 10250 | 1 | 0.194506 | 0.134706 | 7.54e-06 | 1:37:43 | 3:08:17
256
+ 10300 | 1 | 0.164594 | 0.134894 | 7.52e-06 | 1:38:10 | 3:07:46
257
+ 10350 | 1 | 0.016327 | 0.133823 | 7.49e-06 | 1:38:37 | 3:07:15
258
+ 10400 | 1 | 0.117913 | 0.132500 | 7.47e-06 | 1:39:05 | 3:06:44
259
+ 10450 | 1 | 0.446962 | 0.136775 | 7.45e-06 | 1:39:32 | 3:06:13
260
+ 10500 | 1 | 0.022300 | 0.134643 | 7.42e-06 | 1:39:59 | 3:05:42
261
+ 10550 | 1 | 0.164102 | 0.134284 | 7.40e-06 | 1:40:27 | 3:05:11
262
+ 10600 | 1 | 0.057603 | 0.134653 | 7.38e-06 | 1:40:54 | 3:04:40
263
+ 10650 | 1 | 0.042086 | 0.133195 | 7.35e-06 | 1:41:21 | 3:04:09
264
+ 10700 | 1 | 0.064337 | 0.133820 | 7.33e-06 | 1:41:49 | 3:03:39
265
+ 10750 | 1 | 0.187581 | 0.134373 | 7.31e-06 | 1:42:16 | 3:03:08
266
+ 10800 | 1 | 0.024981 | 0.133158 | 7.28e-06 | 1:42:43 | 3:02:37
267
+ 10850 | 1 | 0.319386 | 0.136341 | 7.26e-06 | 1:43:10 | 3:02:06
268
+ 10900 | 1 | 0.026071 | 0.135743 | 7.23e-06 | 1:43:38 | 3:01:36
269
+ 10950 | 1 | 0.064649 | 0.135431 | 7.21e-06 | 1:44:05 | 3:01:05
270
+ 11000 | 1 | 0.058245 | 0.133547 | 7.19e-06 | 1:44:32 | 3:00:34
271
+ [07:26:26] Generating 16 validation images ...
272
+ [07:26:46] Validation step 11000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0011000.png
273
+ 11050 | 1 | 0.139174 | 0.128629 | 7.16e-06 | 1:45:20 | 3:00:38
274
+ 11100 | 1 | 0.266470 | 0.130458 | 7.14e-06 | 1:45:47 | 3:00:08
275
+ 11150 | 1 | 0.029767 | 0.128181 | 7.11e-06 | 1:46:14 | 2:59:37
276
+ 11200 | 1 | 0.192893 | 0.128771 | 7.09e-06 | 1:46:42 | 2:59:06
277
+ 11250 | 1 | 0.053678 | 0.127269 | 7.07e-06 | 1:47:09 | 2:58:35
278
+ 11300 | 1 | 0.119159 | 0.128058 | 7.04e-06 | 1:47:36 | 2:58:05
279
+ 11350 | 1 | 0.210100 | 0.130114 | 7.02e-06 | 1:48:04 | 2:57:34
280
+ 11400 | 1 | 0.015616 | 0.130240 | 6.99e-06 | 1:48:31 | 2:57:03
281
+ 11450 | 1 | 0.224927 | 0.132428 | 6.97e-06 | 1:48:58 | 2:56:33
282
+ 11500 | 1 | 0.030049 | 0.131882 | 6.94e-06 | 1:49:26 | 2:56:02
283
+ 11550 | 1 | 0.049949 | 0.131907 | 6.92e-06 | 1:49:53 | 2:55:32
284
+ 11600 | 1 | 0.040051 | 0.129923 | 6.89e-06 | 1:50:20 | 2:55:01
285
+ 11650 | 1 | 0.316853 | 0.132112 | 6.87e-06 | 1:50:47 | 2:54:31
286
+ 11700 | 1 | 0.219841 | 0.132411 | 6.85e-06 | 1:51:15 | 2:54:00
287
+ 11750 | 1 | 0.011033 | 0.132076 | 6.82e-06 | 1:51:42 | 2:53:30
288
+ 11800 | 1 | 0.023867 | 0.130465 | 6.80e-06 | 1:52:09 | 2:52:59
289
+ 11850 | 1 | 0.069175 | 0.129897 | 6.77e-06 | 1:52:37 | 2:52:29
290
+ 11900 | 1 | 0.252455 | 0.130747 | 6.75e-06 | 1:53:04 | 2:51:59
291
+ 11950 | 1 | 0.150220 | 0.131051 | 6.72e-06 | 1:53:31 | 2:51:28
292
+ 12000 | 1 | 0.464039 | 0.135080 | 6.70e-06 | 1:53:58 | 2:50:58
293
+ [07:36:00] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-12000
294
+ [07:36:02] Generating 16 validation images ...
295
+ [07:36:21] Validation step 12000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0012000.png
296
+ 12050 | 1 | 0.034917 | 0.133021 | 6.67e-06 | 1:54:55 | 2:51:11
297
+ 12100 | 1 | 0.076912 | 0.133044 | 6.65e-06 | 1:55:22 | 2:50:41
298
+ 12150 | 1 | 0.151489 | 0.133331 | 6.62e-06 | 1:55:50 | 2:50:10
299
+ 12200 | 1 | 0.262262 | 0.132669 | 6.60e-06 | 1:56:17 | 2:49:40
300
+ 12250 | 1 | 0.195771 | 0.132780 | 6.57e-06 | 1:56:44 | 2:49:09
301
+ 12300 | 1 | 0.138074 | 0.133701 | 6.55e-06 | 1:57:12 | 2:48:39
302
+ 12350 | 1 | 0.214563 | 0.134458 | 6.52e-06 | 1:57:39 | 2:48:08
303
+ 12400 | 1 | 0.320365 | 0.135839 | 6.49e-06 | 1:58:06 | 2:47:38
304
+ 12450 | 1 | 0.222506 | 0.137188 | 6.47e-06 | 1:58:34 | 2:47:08
305
+ 12500 | 1 | 0.115100 | 0.135919 | 6.44e-06 | 1:59:01 | 2:46:37
306
+ 12550 | 1 | 0.036253 | 0.135668 | 6.42e-06 | 1:59:28 | 2:46:07
307
+ 12600 | 1 | 0.010480 | 0.134214 | 6.39e-06 | 1:59:55 | 2:45:37
308
+ 12650 | 1 | 0.000972 | 0.131384 | 6.37e-06 | 2:00:23 | 2:45:07
309
+ 12700 | 1 | 0.129719 | 0.131359 | 6.34e-06 | 2:00:50 | 2:44:36
310
+ 12750 | 1 | 0.146270 | 0.132195 | 6.32e-06 | 2:01:17 | 2:44:06
311
+ 12800 | 1 | 0.034217 | 0.129938 | 6.29e-06 | 2:01:45 | 2:43:36
312
+ 12850 | 1 | 0.043733 | 0.128774 | 6.26e-06 | 2:02:12 | 2:43:06
313
+ 12900 | 1 | 0.010796 | 0.128385 | 6.24e-06 | 2:02:39 | 2:42:36
314
+ 12950 | 1 | 0.047177 | 0.128530 | 6.21e-06 | 2:03:07 | 2:42:05
315
+ 13000 | 1 | 0.002203 | 0.126532 | 6.19e-06 | 2:03:34 | 2:41:35
316
+ [07:45:28] Generating 16 validation images ...
317
+ [07:45:47] Validation step 13000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0013000.png
318
+ 13050 | 1 | 0.046747 | 0.125569 | 6.16e-06 | 2:04:21 | 2:41:31
319
+ 13100 | 1 | 0.084927 | 0.126331 | 6.13e-06 | 2:04:49 | 2:41:01
320
+ 13150 | 1 | 0.270147 | 0.126424 | 6.11e-06 | 2:05:16 | 2:40:31
321
+ 13200 | 1 | 0.097629 | 0.125648 | 6.08e-06 | 2:05:43 | 2:40:01
322
+ 13250 | 1 | 0.033283 | 0.125436 | 6.06e-06 | 2:06:10 | 2:39:30
323
+ 13300 | 1 | 0.077509 | 0.123706 | 6.03e-06 | 2:06:38 | 2:39:00
324
+ 13350 | 1 | 0.208051 | 0.125100 | 6.00e-06 | 2:07:05 | 2:38:30
325
+ 13400 | 1 | 0.236106 | 0.125276 | 5.98e-06 | 2:07:32 | 2:38:00
326
+ 13450 | 1 | 0.196654 | 0.126343 | 5.95e-06 | 2:07:59 | 2:37:29
327
+ 13500 | 1 | 0.095033 | 0.126660 | 5.93e-06 | 2:08:27 | 2:36:59
328
+ 13550 | 1 | 0.086522 | 0.125601 | 5.90e-06 | 2:08:54 | 2:36:29
329
+ 13600 | 1 | 0.248132 | 0.124452 | 5.87e-06 | 2:09:21 | 2:35:59
330
+ 13650 | 1 | 0.122637 | 0.124939 | 5.85e-06 | 2:09:48 | 2:35:29
331
+ 13700 | 1 | 0.070307 | 0.124498 | 5.82e-06 | 2:10:16 | 2:34:59
332
+ 13750 | 1 | 0.132573 | 0.125749 | 5.80e-06 | 2:10:43 | 2:34:29
333
+ 13800 | 1 | 0.138696 | 0.126857 | 5.77e-06 | 2:11:10 | 2:33:59
334
+ 13850 | 1 | 0.094103 | 0.126040 | 5.74e-06 | 2:11:37 | 2:33:29
335
+ 13900 | 1 | 0.178547 | 0.127510 | 5.72e-06 | 2:12:05 | 2:32:59
336
+ 13950 | 1 | 0.218603 | 0.129666 | 5.69e-06 | 2:12:32 | 2:32:29
337
+ 14000 | 1 | 0.219432 | 0.131464 | 5.66e-06 | 2:12:59 | 2:31:59
338
+ [07:54:59] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-14000
339
+ [07:55:00] Generating 16 validation images ...
340
+ [07:55:19] Validation step 14000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0014000.png
341
+ 14050 | 1 | 0.208443 | 0.132419 | 5.64e-06 | 2:13:53 | 2:31:59
342
+ 14100 | 1 | 0.077793 | 0.132259 | 5.61e-06 | 2:14:20 | 2:31:29
343
+ 14150 | 1 | 0.098352 | 0.132108 | 5.58e-06 | 2:14:47 | 2:30:59
344
+ 14200 | 1 | 0.251224 | 0.131559 | 5.56e-06 | 2:15:15 | 2:30:29
345
+ 14250 | 1 | 0.128484 | 0.130650 | 5.53e-06 | 2:15:42 | 2:29:59
346
+ 14300 | 1 | 0.157863 | 0.129301 | 5.50e-06 | 2:16:09 | 2:29:29
347
+ [07:58:19] --- Epoch 1 | Steps: 7165 | Avg Loss: 0.132292 ---
348
+ 14350 | 2 | 0.498020 | 0.132819 | 5.48e-06 | 2:16:36 | 2:28:59
349
+ 14400 | 2 | 0.136967 | 0.132783 | 5.45e-06 | 2:17:04 | 2:28:29
350
+ 14450 | 2 | 0.017972 | 0.132894 | 5.43e-06 | 2:17:31 | 2:27:59
351
+ 14500 | 2 | 0.124215 | 0.133891 | 5.40e-06 | 2:17:58 | 2:27:29
352
+ 14550 | 2 | 0.090476 | 0.134606 | 5.37e-06 | 2:18:25 | 2:26:59
353
+ 14600 | 2 | 0.220291 | 0.135383 | 5.35e-06 | 2:18:53 | 2:26:29
354
+ 14650 | 2 | 0.245759 | 0.137704 | 5.32e-06 | 2:19:20 | 2:26:00
355
+ 14700 | 2 | 0.392123 | 0.140939 | 5.29e-06 | 2:19:47 | 2:25:30
356
+ 14750 | 2 | 0.247276 | 0.142093 | 5.27e-06 | 2:20:15 | 2:25:00
357
+ 14800 | 2 | 0.094862 | 0.140969 | 5.24e-06 | 2:20:42 | 2:24:30
358
+ 14850 | 2 | 0.023009 | 0.140971 | 5.21e-06 | 2:21:09 | 2:24:00
359
+ 14900 | 2 | 0.224270 | 0.142807 | 5.19e-06 | 2:21:36 | 2:23:31
360
+ 14950 | 2 | 0.041690 | 0.143162 | 5.16e-06 | 2:22:04 | 2:23:01
361
+ 15000 | 2 | 0.125007 | 0.142291 | 5.13e-06 | 2:22:31 | 2:22:31
362
+ [08:04:25] Generating 16 validation images ...
363
+ [08:04:45] Validation step 15000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0015000.png
364
+ 15050 | 2 | 0.332821 | 0.142214 | 5.11e-06 | 2:23:19 | 2:22:21
365
+ 15100 | 2 | 0.038895 | 0.141047 | 5.08e-06 | 2:23:46 | 2:21:52
366
+ 15150 | 2 | 0.040067 | 0.140220 | 5.05e-06 | 2:24:13 | 2:21:22
367
+ 15200 | 2 | 0.121318 | 0.138376 | 5.03e-06 | 2:24:40 | 2:20:52
368
+ 15250 | 2 | 0.003029 | 0.136461 | 5.00e-06 | 2:25:08 | 2:20:22
369
+ 15300 | 2 | 0.163815 | 0.136453 | 4.97e-06 | 2:25:35 | 2:19:52
370
+ 15350 | 2 | 0.059070 | 0.136881 | 4.95e-06 | 2:26:02 | 2:19:23
371
+ 15400 | 2 | 0.040954 | 0.136111 | 4.92e-06 | 2:26:29 | 2:18:53
372
+ 15450 | 2 | 0.079765 | 0.132439 | 4.89e-06 | 2:26:57 | 2:18:23
373
+ 15500 | 2 | 0.063156 | 0.132848 | 4.87e-06 | 2:27:24 | 2:17:53
374
+ 15550 | 2 | 0.320302 | 0.134410 | 4.84e-06 | 2:27:51 | 2:17:24
375
+ 15600 | 2 | 0.130138 | 0.135135 | 4.81e-06 | 2:28:19 | 2:16:54
376
+ 15650 | 2 | 0.133940 | 0.136054 | 4.79e-06 | 2:28:46 | 2:16:24
377
+ 15700 | 2 | 0.173228 | 0.137142 | 4.76e-06 | 2:29:13 | 2:15:55
378
+ 15750 | 2 | 0.058371 | 0.135850 | 4.73e-06 | 2:29:40 | 2:15:25
379
+ 15800 | 2 | 0.178166 | 0.137382 | 4.71e-06 | 2:30:08 | 2:14:55
380
+ 15850 | 2 | 0.038581 | 0.134574 | 4.68e-06 | 2:30:35 | 2:14:26
381
+ 15900 | 2 | 0.175883 | 0.136072 | 4.65e-06 | 2:31:02 | 2:13:56
382
+ 15950 | 2 | 0.089233 | 0.136318 | 4.63e-06 | 2:31:30 | 2:13:27
383
+ 16000 | 2 | 0.116345 | 0.136899 | 4.60e-06 | 2:31:57 | 2:12:57
384
+ [08:14:00] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-16000
385
+ [08:14:01] Generating 16 validation images ...
386
+ [08:14:22] Validation step 16000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0016000.png
387
+ 16050 | 2 | 0.244611 | 0.137953 | 4.57e-06 | 2:32:56 | 2:12:55
388
+ 16100 | 2 | 0.116712 | 0.136456 | 4.55e-06 | 2:33:23 | 2:12:25
389
+ 16150 | 2 | 0.074427 | 0.136902 | 4.52e-06 | 2:33:50 | 2:11:56
390
+ 16200 | 2 | 0.199638 | 0.136970 | 4.50e-06 | 2:34:17 | 2:11:26
391
+ 16250 | 2 | 0.335453 | 0.139788 | 4.47e-06 | 2:34:45 | 2:10:56
392
+ 16300 | 2 | 0.144158 | 0.140038 | 4.44e-06 | 2:35:12 | 2:10:26
393
+ 16350 | 2 | 0.108085 | 0.139018 | 4.42e-06 | 2:35:39 | 2:09:57
394
+ 16400 | 2 | 0.014483 | 0.139006 | 4.39e-06 | 2:36:06 | 2:09:27
395
+ 16450 | 2 | 0.115662 | 0.137914 | 4.36e-06 | 2:36:34 | 2:08:58
396
+ 16500 | 2 | 0.110428 | 0.138717 | 4.34e-06 | 2:37:01 | 2:08:28
397
+ 16550 | 2 | 0.022824 | 0.138446 | 4.31e-06 | 2:37:28 | 2:07:58
398
+ 16600 | 2 | 0.291515 | 0.140961 | 4.28e-06 | 2:37:55 | 2:07:29
399
+ 16650 | 2 | 0.159308 | 0.139385 | 4.26e-06 | 2:38:23 | 2:06:59
400
+ 16700 | 2 | 0.019570 | 0.137383 | 4.23e-06 | 2:38:50 | 2:06:30
401
+ 16750 | 2 | 0.611334 | 0.143386 | 4.20e-06 | 2:39:17 | 2:06:00
402
+ 16800 | 2 | 0.005166 | 0.143199 | 4.18e-06 | 2:39:45 | 2:05:31
403
+ 16850 | 2 | 0.012693 | 0.142634 | 4.15e-06 | 2:40:12 | 2:05:01
404
+ 16900 | 2 | 0.151706 | 0.141626 | 4.13e-06 | 2:40:39 | 2:04:32
405
+ 16950 | 2 | 0.023998 | 0.140364 | 4.10e-06 | 2:41:06 | 2:04:02
406
+ 17000 | 2 | 0.135794 | 0.137082 | 4.07e-06 | 2:41:34 | 2:03:33
407
+ [08:23:27] Generating 16 validation images ...
408
+ [08:23:47] Validation step 17000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0017000.png
409
+ 17050 | 2 | 0.234145 | 0.139074 | 4.05e-06 | 2:42:21 | 2:03:19
410
+ 17100 | 2 | 0.038112 | 0.138686 | 4.02e-06 | 2:42:48 | 2:02:49
411
+ 17150 | 2 | 0.078240 | 0.137953 | 4.00e-06 | 2:43:15 | 2:02:19
412
+ 17200 | 2 | 0.104877 | 0.136380 | 3.97e-06 | 2:43:43 | 2:01:50
413
+ 17250 | 2 | 0.057301 | 0.134995 | 3.94e-06 | 2:44:10 | 2:01:20
414
+ 17300 | 2 | 0.415961 | 0.137774 | 3.92e-06 | 2:44:37 | 2:00:51
415
+ 17350 | 2 | 0.172731 | 0.137355 | 3.89e-06 | 2:45:04 | 2:00:21
416
+ 17400 | 2 | 0.434203 | 0.138494 | 3.87e-06 | 2:45:32 | 1:59:52
417
+ 17450 | 2 | 0.174222 | 0.138011 | 3.84e-06 | 2:45:59 | 1:59:22
418
+ 17500 | 2 | 0.036441 | 0.137224 | 3.81e-06 | 2:46:26 | 1:58:53
419
+ 17550 | 2 | 0.228942 | 0.139151 | 3.79e-06 | 2:46:53 | 1:58:23
420
+ 17600 | 2 | 0.050604 | 0.139552 | 3.76e-06 | 2:47:20 | 1:57:54
421
+ 17650 | 2 | 0.030226 | 0.139845 | 3.74e-06 | 2:47:48 | 1:57:24
422
+ 17700 | 2 | 0.069581 | 0.139244 | 3.71e-06 | 2:48:15 | 1:56:55
423
+ 17750 | 2 | 0.180980 | 0.139591 | 3.68e-06 | 2:48:42 | 1:56:26
424
+ 17800 | 2 | 0.175413 | 0.141003 | 3.66e-06 | 2:49:09 | 1:55:56
425
+ 17850 | 2 | 0.029997 | 0.140865 | 3.63e-06 | 2:49:37 | 1:55:27
426
+ 17900 | 2 | 0.019190 | 0.140949 | 3.61e-06 | 2:50:04 | 1:54:57
427
+ 17950 | 2 | 0.002223 | 0.140500 | 3.58e-06 | 2:50:31 | 1:54:28
428
+ 18000 | 2 | 0.001017 | 0.140488 | 3.56e-06 | 2:50:58 | 1:53:59
429
+ [08:33:01] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-18000
430
+ [08:33:02] Generating 16 validation images ...
431
+ [08:33:21] Validation step 18000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0018000.png
432
+ 18050 | 2 | 0.020105 | 0.140221 | 3.53e-06 | 2:51:55 | 1:53:49
433
+ 18100 | 2 | 0.072743 | 0.140100 | 3.51e-06 | 2:52:22 | 1:53:20
434
+ 18150 | 2 | 0.134155 | 0.138740 | 3.48e-06 | 2:52:50 | 1:52:50
435
+ 18200 | 2 | 0.010246 | 0.137866 | 3.45e-06 | 2:53:17 | 1:52:21
436
+ 18250 | 2 | 0.308511 | 0.140618 | 3.43e-06 | 2:53:44 | 1:51:51
437
+ 18300 | 2 | 0.382892 | 0.143672 | 3.40e-06 | 2:54:12 | 1:51:22
438
+ 18350 | 2 | 0.000782 | 0.141599 | 3.38e-06 | 2:54:39 | 1:50:53
439
+ 18400 | 2 | 0.250013 | 0.141738 | 3.35e-06 | 2:55:06 | 1:50:23
440
+ 18450 | 2 | 0.053431 | 0.140306 | 3.33e-06 | 2:55:34 | 1:49:54
441
+ 18500 | 2 | 0.067304 | 0.140029 | 3.30e-06 | 2:56:01 | 1:49:25
442
+ 18550 | 2 | 0.117362 | 0.140337 | 3.28e-06 | 2:56:28 | 1:48:55
443
+ 18600 | 2 | 0.122485 | 0.139081 | 3.25e-06 | 2:56:56 | 1:48:26
444
+ 18650 | 2 | 0.115916 | 0.139014 | 3.23e-06 | 2:57:23 | 1:47:57
445
+ 18700 | 2 | 0.208552 | 0.140396 | 3.20e-06 | 2:57:50 | 1:47:28
446
+ 18750 | 2 | 0.158407 | 0.140654 | 3.18e-06 | 2:58:17 | 1:46:58
447
+ 18800 | 2 | 0.044655 | 0.139714 | 3.15e-06 | 2:58:45 | 1:46:29
448
+ 18850 | 2 | 0.145990 | 0.140233 | 3.13e-06 | 2:59:12 | 1:46:00
449
+ 18900 | 2 | 0.101354 | 0.139461 | 3.11e-06 | 2:59:39 | 1:45:30
450
+ 18950 | 2 | 0.213523 | 0.139410 | 3.08e-06 | 3:00:07 | 1:45:01
451
+ 19000 | 2 | 0.196081 | 0.139177 | 3.06e-06 | 3:00:34 | 1:44:32
452
+ [08:42:28] Generating 16 validation images ...
453
+ [08:42:47] Validation step 19000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0019000.png
454
+ 19050 | 2 | 0.095783 | 0.138050 | 3.03e-06 | 3:01:21 | 1:44:14
455
+ 19100 | 2 | 0.134093 | 0.138613 | 3.01e-06 | 3:01:49 | 1:43:45
456
+ 19150 | 2 | 0.008247 | 0.137712 | 2.98e-06 | 3:02:16 | 1:43:16
457
+ 19200 | 2 | 0.132116 | 0.136521 | 2.96e-06 | 3:02:43 | 1:42:47
458
+ 19250 | 2 | 0.053632 | 0.135772 | 2.93e-06 | 3:03:11 | 1:42:17
459
+ 19300 | 2 | 0.002364 | 0.134217 | 2.91e-06 | 3:03:38 | 1:41:48
460
+ 19350 | 2 | 0.121874 | 0.130456 | 2.89e-06 | 3:04:05 | 1:41:19
461
+ 19400 | 2 | 0.041427 | 0.129500 | 2.86e-06 | 3:04:32 | 1:40:50
462
+ 19450 | 2 | 0.090606 | 0.130227 | 2.84e-06 | 3:05:00 | 1:40:20
463
+ 19500 | 2 | 0.080614 | 0.129791 | 2.81e-06 | 3:05:27 | 1:39:51
464
+ 19550 | 2 | 0.185629 | 0.130742 | 2.79e-06 | 3:05:54 | 1:39:22
465
+ 19600 | 2 | 0.190253 | 0.130442 | 2.77e-06 | 3:06:21 | 1:38:53
466
+ 19650 | 2 | 0.258643 | 0.130571 | 2.74e-06 | 3:06:48 | 1:38:23
467
+ 19700 | 2 | 0.089349 | 0.127543 | 2.72e-06 | 3:07:16 | 1:37:54
468
+ 19750 | 2 | 0.079257 | 0.125863 | 2.69e-06 | 3:07:43 | 1:37:25
469
+ 19800 | 2 | 0.253946 | 0.127454 | 2.67e-06 | 3:08:10 | 1:36:56
470
+ 19850 | 2 | 0.064453 | 0.127868 | 2.65e-06 | 3:08:37 | 1:36:27
471
+ 19900 | 2 | 0.187297 | 0.127498 | 2.62e-06 | 3:09:05 | 1:35:58
472
+ 19950 | 2 | 0.052056 | 0.127602 | 2.60e-06 | 3:09:32 | 1:35:28
473
+ 20000 | 2 | 0.084227 | 0.127194 | 2.58e-06 | 3:09:59 | 1:34:59
474
+ [08:52:02] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-20000
475
+ [08:52:03] Generating 16 validation images ...
476
+ [08:52:23] Validation step 20000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0020000.png
477
+ 20050 | 2 | 0.186757 | 0.125734 | 2.55e-06 | 3:10:57 | 1:34:45
478
+ 20100 | 2 | 0.064319 | 0.125988 | 2.53e-06 | 3:11:24 | 1:34:16
479
+ 20150 | 2 | 0.199975 | 0.127587 | 2.51e-06 | 3:11:52 | 1:33:47
480
+ 20200 | 2 | 0.037877 | 0.126753 | 2.48e-06 | 3:12:19 | 1:33:18
481
+ 20250 | 2 | 0.322720 | 0.129949 | 2.46e-06 | 3:12:46 | 1:32:49
482
+ 20300 | 2 | 0.036108 | 0.128672 | 2.44e-06 | 3:13:14 | 1:32:20
483
+ 20350 | 2 | 0.183977 | 0.129921 | 2.42e-06 | 3:13:41 | 1:31:50
484
+ 20400 | 2 | 0.168784 | 0.131200 | 2.39e-06 | 3:14:08 | 1:31:21
485
+ 20450 | 2 | 0.311635 | 0.133518 | 2.37e-06 | 3:14:36 | 1:30:52
486
+ 20500 | 2 | 0.039106 | 0.133278 | 2.35e-06 | 3:15:03 | 1:30:23
487
+ 20550 | 2 | 0.113830 | 0.131213 | 2.33e-06 | 3:15:30 | 1:29:54
488
+ 20600 | 2 | 0.209922 | 0.132011 | 2.30e-06 | 3:15:57 | 1:29:25
489
+ 20650 | 2 | 0.079533 | 0.131467 | 2.28e-06 | 3:16:25 | 1:28:56
490
+ 20700 | 2 | 0.135913 | 0.131094 | 2.26e-06 | 3:16:52 | 1:28:27
491
+ 20750 | 2 | 0.180073 | 0.132311 | 2.24e-06 | 3:17:19 | 1:27:58
492
+ 20800 | 2 | 0.111869 | 0.131648 | 2.21e-06 | 3:17:47 | 1:27:28
493
+ 20850 | 2 | 0.239303 | 0.133655 | 2.19e-06 | 3:18:14 | 1:26:59
494
+ 20900 | 2 | 0.014153 | 0.132038 | 2.17e-06 | 3:18:41 | 1:26:30
495
+ 20950 | 2 | 0.017311 | 0.131319 | 2.15e-06 | 3:19:09 | 1:26:01
496
+ 21000 | 2 | 0.048300 | 0.130638 | 2.13e-06 | 3:19:36 | 1:25:32
497
+ [09:01:30] Generating 16 validation images ...
498
+ [09:01:50] Validation step 21000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0021000.png
499
+ 21050 | 2 | 0.050803 | 0.128700 | 2.10e-06 | 3:20:24 | 1:25:12
500
+ 21100 | 2 | 0.114654 | 0.128679 | 2.08e-06 | 3:20:51 | 1:24:43
501
+ 21150 | 2 | 0.128809 | 0.129223 | 2.06e-06 | 3:21:18 | 1:24:14
502
+ 21200 | 2 | 0.018736 | 0.127414 | 2.04e-06 | 3:21:46 | 1:23:45
503
+ 21250 | 2 | 0.188977 | 0.125949 | 2.02e-06 | 3:22:13 | 1:23:16
504
+ 21300 | 2 | 0.042713 | 0.124935 | 2.00e-06 | 3:22:40 | 1:22:47
505
+ 21350 | 2 | 0.212097 | 0.125975 | 1.98e-06 | 3:23:07 | 1:22:17
506
+ 21400 | 2 | 0.141034 | 0.127241 | 1.95e-06 | 3:23:35 | 1:21:48
507
+ 21450 | 2 | 0.065796 | 0.126742 | 1.93e-06 | 3:24:02 | 1:21:19
508
+ [09:06:20] --- Epoch 2 | Steps: 7165 | Avg Loss: 0.133793 ---
509
+ 21500 | 3 | 0.157880 | 0.127217 | 1.91e-06 | 3:24:30 | 1:20:50
510
+ 21550 | 3 | 0.051923 | 0.127508 | 1.89e-06 | 3:24:57 | 1:20:21
511
+ 21600 | 3 | 0.147331 | 0.126066 | 1.87e-06 | 3:25:24 | 1:19:52
512
+ 21650 | 3 | 0.152573 | 0.125998 | 1.85e-06 | 3:25:51 | 1:19:23
513
+ 21700 | 3 | 0.103548 | 0.126838 | 1.83e-06 | 3:26:19 | 1:18:54
514
+ 21750 | 3 | 0.284689 | 0.123572 | 1.81e-06 | 3:26:46 | 1:18:25
515
+ 21800 | 3 | 0.037945 | 0.123899 | 1.79e-06 | 3:27:13 | 1:17:56
516
+ 21850 | 3 | 0.173116 | 0.125504 | 1.77e-06 | 3:27:41 | 1:17:28
517
+ 21900 | 3 | 0.086849 | 0.124855 | 1.75e-06 | 3:28:08 | 1:16:59
518
+ 21950 | 3 | 0.063899 | 0.125254 | 1.73e-06 | 3:28:36 | 1:16:30
519
+ 22000 | 3 | 0.042517 | 0.124321 | 1.71e-06 | 3:29:03 | 1:16:01
520
+ [09:11:06] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-22000
521
+ [09:11:07] Generating 16 validation images ...
522
+ [09:11:26] Validation step 22000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0022000.png
523
+ 22050 | 3 | 0.308163 | 0.125062 | 1.69e-06 | 3:30:00 | 1:15:43
524
+ 22100 | 3 | 0.256968 | 0.127250 | 1.67e-06 | 3:30:28 | 1:15:14
525
+ 22150 | 3 | 0.227911 | 0.128747 | 1.65e-06 | 3:30:55 | 1:14:45
526
+ 22200 | 3 | 0.056548 | 0.128264 | 1.63e-06 | 3:31:22 | 1:14:16
527
+ 22250 | 3 | 0.206666 | 0.129757 | 1.61e-06 | 3:31:49 | 1:13:47
528
+ 22300 | 3 | 0.098728 | 0.126585 | 1.59e-06 | 3:32:17 | 1:13:18
529
+ 22350 | 3 | 0.114236 | 0.126000 | 1.57e-06 | 3:32:44 | 1:12:49
530
+ 22400 | 3 | 0.012993 | 0.121788 | 1.55e-06 | 3:33:11 | 1:12:20
531
+ 22450 | 3 | 0.037102 | 0.120417 | 1.53e-06 | 3:33:39 | 1:11:51
532
+ 22500 | 3 | 0.241199 | 0.122464 | 1.51e-06 | 3:34:06 | 1:11:22
533
+ 22550 | 3 | 0.142749 | 0.121602 | 1.49e-06 | 3:34:33 | 1:10:53
534
+ 22600 | 3 | 0.060778 | 0.121704 | 1.47e-06 | 3:35:00 | 1:10:24
535
+ 22650 | 3 | 0.197092 | 0.123373 | 1.46e-06 | 3:35:28 | 1:09:55
536
+ 22700 | 3 | 0.199493 | 0.124672 | 1.44e-06 | 3:35:55 | 1:09:26
537
+ 22750 | 3 | 0.080565 | 0.123668 | 1.42e-06 | 3:36:22 | 1:08:57
538
+ 22800 | 3 | 0.247177 | 0.124385 | 1.40e-06 | 3:36:49 | 1:08:28
539
+ 22850 | 3 | 0.026214 | 0.124347 | 1.38e-06 | 3:37:17 | 1:07:59
540
+ 22900 | 3 | 0.037658 | 0.124532 | 1.36e-06 | 3:37:44 | 1:07:30
541
+ 22950 | 3 | 0.054119 | 0.125051 | 1.34e-06 | 3:38:11 | 1:07:01
542
+ 23000 | 3 | 0.200906 | 0.127050 | 1.33e-06 | 3:38:39 | 1:06:32
543
+ [09:20:33] Generating 16 validation images ...
544
+ [09:20:52] Validation step 23000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0023000.png
545
+ 23050 | 3 | 0.090181 | 0.127751 | 1.31e-06 | 3:39:26 | 1:06:10
546
+ 23100 | 3 | 0.211261 | 0.129136 | 1.29e-06 | 3:39:54 | 1:05:41
547
+ 23150 | 3 | 0.191024 | 0.129705 | 1.27e-06 | 3:40:21 | 1:05:12
548
+ 23200 | 3 | 0.059989 | 0.130202 | 1.25e-06 | 3:40:48 | 1:04:43
549
+ 23250 | 3 | 0.017880 | 0.127296 | 1.24e-06 | 3:41:16 | 1:04:14
550
+ 23300 | 3 | 0.094402 | 0.124411 | 1.22e-06 | 3:41:43 | 1:03:45
551
+ 23350 | 3 | 0.094155 | 0.125345 | 1.20e-06 | 3:42:10 | 1:03:16
552
+ 23400 | 3 | 0.222174 | 0.125066 | 1.19e-06 | 3:42:37 | 1:02:47
553
+ 23450 | 3 | 0.255107 | 0.127083 | 1.17e-06 | 3:43:05 | 1:02:18
554
+ 23500 | 3 | 0.166479 | 0.128075 | 1.15e-06 | 3:43:32 | 1:01:49
555
+ 23550 | 3 | 0.097404 | 0.127875 | 1.13e-06 | 3:43:59 | 1:01:20
556
+ 23600 | 3 | 0.073539 | 0.127386 | 1.12e-06 | 3:44:27 | 1:00:52
557
+ 23650 | 3 | 0.134361 | 0.127570 | 1.10e-06 | 3:44:54 | 1:00:23
558
+ 23700 | 3 | 0.085877 | 0.126343 | 1.08e-06 | 3:45:21 | 0:59:54
559
+ 23750 | 3 | 0.013147 | 0.124891 | 1.07e-06 | 3:45:49 | 0:59:25
560
+ 23800 | 3 | 0.197709 | 0.126421 | 1.05e-06 | 3:46:16 | 0:58:56
561
+ 23850 | 3 | 0.058276 | 0.125544 | 1.03e-06 | 3:46:43 | 0:58:27
562
+ 23900 | 3 | 0.066509 | 0.125196 | 1.02e-06 | 3:47:10 | 0:57:58
563
+ 23950 | 3 | 0.294642 | 0.126007 | 1.00e-06 | 3:47:38 | 0:57:30
564
+ 24000 | 3 | 0.202630 | 0.126072 | 9.86e-07 | 3:48:05 | 0:57:01
565
+ [09:30:07] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-24000
566
+ [09:30:09] Generating 16 validation images ...
567
+ [09:30:28] Validation step 24000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0024000.png
568
+ 24050 | 3 | 0.162710 | 0.126742 | 9.71e-07 | 3:49:02 | 0:56:39
569
+ 24100 | 3 | 0.351796 | 0.128919 | 9.55e-07 | 3:49:29 | 0:56:10
570
+ 24150 | 3 | 0.241553 | 0.131252 | 9.39e-07 | 3:49:56 | 0:55:42
571
+ 24200 | 3 | 0.093389 | 0.130864 | 9.24e-07 | 3:50:24 | 0:55:13
572
+ 24250 | 3 | 0.288397 | 0.133212 | 9.08e-07 | 3:50:51 | 0:54:44
573
+ 24300 | 3 | 0.087221 | 0.134061 | 8.93e-07 | 3:51:18 | 0:54:15
574
+ 24350 | 3 | 0.139449 | 0.134236 | 8.78e-07 | 3:51:46 | 0:53:46
575
+ 24400 | 3 | 0.224280 | 0.136065 | 8.63e-07 | 3:52:13 | 0:53:17
576
+ 24450 | 3 | 0.053441 | 0.135693 | 8.48e-07 | 3:52:40 | 0:52:48
577
+ 24500 | 3 | 0.329848 | 0.138186 | 8.33e-07 | 3:53:07 | 0:52:20
578
+ 24550 | 3 | 0.158198 | 0.137911 | 8.19e-07 | 3:53:35 | 0:51:51
579
+ 24600 | 3 | 0.346588 | 0.139475 | 8.04e-07 | 3:54:02 | 0:51:22
580
+ 24650 | 3 | 0.002699 | 0.136915 | 7.90e-07 | 3:54:29 | 0:50:53
581
+ 24700 | 3 | 0.017808 | 0.136200 | 7.76e-07 | 3:54:57 | 0:50:24
582
+ 24750 | 3 | 0.114128 | 0.136549 | 7.61e-07 | 3:55:24 | 0:49:56
583
+ 24800 | 3 | 0.134123 | 0.135350 | 7.47e-07 | 3:55:51 | 0:49:27
584
+ 24850 | 3 | 0.014566 | 0.134851 | 7.33e-07 | 3:56:18 | 0:48:58
585
+ 24900 | 3 | 0.055990 | 0.133538 | 7.20e-07 | 3:56:46 | 0:48:29
586
+ 24950 | 3 | 0.061249 | 0.133630 | 7.06e-07 | 3:57:13 | 0:48:00
587
+ 25000 | 3 | 0.074715 | 0.133535 | 6.92e-07 | 3:57:40 | 0:47:32
588
+ [09:39:34] Generating 16 validation images ...
589
+ [09:39:54] Validation step 25000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0025000.png
590
+ 25050 | 3 | 0.167475 | 0.133342 | 6.79e-07 | 3:58:28 | 0:47:07
591
+ 25100 | 3 | 0.271132 | 0.135410 | 6.65e-07 | 3:58:55 | 0:46:38
592
+ 25150 | 3 | 0.032090 | 0.133732 | 6.52e-07 | 3:59:22 | 0:46:09
593
+ 25200 | 3 | 0.079317 | 0.134146 | 6.39e-07 | 3:59:50 | 0:45:40
594
+ 25250 | 3 | 0.047261 | 0.131391 | 6.26e-07 | 4:00:17 | 0:45:12
595
+ 25300 | 3 | 0.058096 | 0.131611 | 6.13e-07 | 4:00:44 | 0:44:43
596
+ 25350 | 3 | 0.277098 | 0.132542 | 6.01e-07 | 4:01:11 | 0:44:14
597
+ 25400 | 3 | 0.182598 | 0.132681 | 5.88e-07 | 4:01:39 | 0:43:45
598
+ 25450 | 3 | 0.226806 | 0.131832 | 5.76e-07 | 4:02:06 | 0:43:17
599
+ 25500 | 3 | 0.057635 | 0.132018 | 5.63e-07 | 4:02:33 | 0:42:48
600
+ 25550 | 3 | 0.055211 | 0.131431 | 5.51e-07 | 4:03:00 | 0:42:19
601
+ 25600 | 3 | 0.029272 | 0.129625 | 5.39e-07 | 4:03:28 | 0:41:50
602
+ 25650 | 3 | 0.139946 | 0.130229 | 5.27e-07 | 4:03:55 | 0:41:22
603
+ 25700 | 3 | 0.108022 | 0.129950 | 5.15e-07 | 4:04:22 | 0:40:53
604
+ 25750 | 3 | 0.097773 | 0.129127 | 5.03e-07 | 4:04:50 | 0:40:24
605
+ 25800 | 3 | 0.117105 | 0.129180 | 4.92e-07 | 4:05:17 | 0:39:55
606
+ 25850 | 3 | 0.323218 | 0.130019 | 4.80e-07 | 4:05:44 | 0:39:27
607
+ 25900 | 3 | 0.340659 | 0.133284 | 4.69e-07 | 4:06:11 | 0:38:58
608
+ 25950 | 3 | 0.146569 | 0.134576 | 4.58e-07 | 4:06:39 | 0:38:29
609
+ 26000 | 3 | 0.007906 | 0.134172 | 4.47e-07 | 4:07:06 | 0:38:01
610
+ [09:49:07] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-26000
611
+ [09:49:09] Generating 16 validation images ...
612
+ [09:49:29] Validation step 26000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0026000.png
613
+ 26050 | 3 | 0.271718 | 0.136382 | 4.36e-07 | 4:08:03 | 0:37:36
614
+ 26100 | 3 | 0.039227 | 0.135627 | 4.25e-07 | 4:08:30 | 0:37:08
615
+ 26150 | 3 | 0.220021 | 0.136539 | 4.14e-07 | 4:08:58 | 0:36:39
616
+ 26200 | 3 | 0.172926 | 0.138081 | 4.04e-07 | 4:09:25 | 0:36:10
617
+ 26250 | 3 | 0.020349 | 0.136395 | 3.93e-07 | 4:09:52 | 0:35:41
618
+ 26300 | 3 | 0.168527 | 0.137653 | 3.83e-07 | 4:10:20 | 0:35:13
619
+ 26350 | 3 | 0.258922 | 0.138121 | 3.73e-07 | 4:10:47 | 0:34:44
620
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+ [09:58:35] Generating 16 validation images ...
634
+ [09:58:54] Validation step 27000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0027000.png
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+ [10:08:09] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-28000
656
+ [10:08:11] Generating 16 validation images ...
657
+ [10:08:31] Validation step 28000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0028000.png
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+ [10:14:32] --- Epoch 3 | Steps: 7165 | Avg Loss: 0.133771 ---
672
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+ [10:17:38] Generating 16 validation images ...
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+ [10:17:57] Validation step 29000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0029000.png
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+ 30000 | 4 | 0.224686 | 0.132201 | 0.00e+00 | 4:45:10 | 0:00:00
701
+ [10:27:12] Saved checkpoint -> RESULTS/102flowers/run_009/checkpoint-30000
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+ [10:27:14] Generating 16 validation images ...
703
+ [10:27:33] Validation step 30000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0030000.png
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+ [10:27:34] --- Epoch 4 | Steps: 1340 | Avg Loss: 0.135241 ---
705
+ [10:27:34] Saving final model ...
706
+ [10:27:54] Pipeline saved -> RESULTS/102flowers/run_009
707
+ [10:27:54] Generating final validation collage ...
708
+ [10:27:54] Generating 16 validation images ...
709
+ [10:28:13] Validation step 30000: 16 images -> RESULTS/102flowers/run_009/validation/collage_step_0030000.png
710
+ [10:28:13]
711
+ [10:28:13] ============================================================
712
+ [10:28:13] TRAINING SUMMARY
713
+ [10:28:13] ============================================================
714
+ [10:28:13] Total steps : 600
715
+ [10:28:13] Final loss : 0.224686
716
+ [10:28:13] Avg last 100 : 0.132201
717
+ [10:28:13] Min loss : 0.000189
718
+ [10:28:13] Total time : 4:46:19
719
+ [10:28:13] Output : RESULTS/102flowers/run_009
720
+ [10:28:13] ============================================================
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