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  1. coco/pixart_alpha/run_008/Eval/generated_images/rank_0/000079.png +3 -0
  2. coco/pixart_alpha/run_008/Eval/generated_images/rank_0/000170.png +3 -0
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  10. coco/pixart_alpha/run_008/Eval/generated_images/rank_0/000512.png +3 -0
  11. coco/pixart_alpha/run_008/Eval/generated_images/rank_0/000520.png +3 -0
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  18. coco/pixart_alpha/run_008/Eval/generated_images/rank_0/001065.png +3 -0
  19. coco/sana 0.6/SRA/Eval/eval.log.rank0 +31 -0
  20. coco/sana 0.6/SRA/Eval/eval.log.rank2 +0 -0
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coco/sana 0.6/SRA/Eval/eval.log.rank0 ADDED
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+ [2026-08-13 05:04:40] [RANK-0] [INFO] Loading Sana pipeline from RESULTS/coco/run_013 ...
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+ [2026-08-13 05:04:55] [RANK-0] [INFO] Loading FID metric (torchmetrics, feature=2048) ...
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+ [2026-08-13 05:04:57] [RANK-0] [INFO] Loading CLIP (ViT-B/32) ...
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+ [2026-08-13 05:05:00] [RANK-0] [INFO] Loading LPIPS ...
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+ [2026-08-13 05:05:01] [RANK-0] [INFO] Loading PickScore ...
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+ [2026-08-13 05:05:11] [RANK-0] [INFO] Loading HPSv2 (v2.0) ...
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+ [2026-08-13 05:05:27] [RANK-0] [INFO] Loading HPSv2.1 (v2.1) ...
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+ [2026-08-13 05:05:45] [RANK-0] [INFO] Loading Aesthetic scorer ...
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+ [2026-08-13 05:05:48] [RANK-0] [INFO] Dataset: 5000 samples split across 3 GPUs (~53 batches/rank)
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+ [2026-08-13 05:05:48] [RANK-0] [INFO] Starting evaluation...
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+ [2026-08-13 05:05:48] [RANK-0] [INFO] Checkpoint : RESULTS/coco/run_013
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+ [2026-08-13 05:05:48] [RANK-0] [INFO] Total samples: 5000 | World size: 3
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+ [2026-08-13 05:05:48] [RANK-0] [INFO] FID dim : 2048 | Inf steps: 20 | Guidance: 5.0
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+ [2026-08-13 05:05:48] [RANK-0] [INFO] Saving generated images to: ./RESULTS/coco/run_013/Eval/generated_images
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+ [2026-08-13 05:13:20] [RANK-0] [INFO] [rank 0] Batch [10/53] | CLIP 31.2014 | LPIPS 0.7391 | Pick 0.2228 | HPSv2 0.2880 | HPSv2.1 0.2832 | Aes 5.2928
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+ [2026-08-13 05:21:21] [RANK-0] [INFO] [rank 0] Batch [20/53] | CLIP 31.2610 | LPIPS 0.7383 | Pick 0.2231 | HPSv2 0.2907 | HPSv2.1 0.2885 | Aes 5.3218
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+ [2026-08-13 05:28:37] [RANK-0] [INFO] [rank 0] Batch [30/53] | CLIP 31.5169 | LPIPS 0.7401 | Pick 0.2241 | HPSv2 0.2916 | HPSv2.1 0.2913 | Aes 5.3538
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+ [2026-08-13 05:35:53] [RANK-0] [INFO] [rank 0] Batch [40/53] | CLIP 31.5446 | LPIPS 0.7436 | Pick 0.2242 | HPSv2 0.2914 | HPSv2.1 0.2915 | Aes 5.3673
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+ [2026-08-13 05:43:09] [RANK-0] [INFO] [rank 0] Batch [50/53] | CLIP 31.5301 | LPIPS 0.7454 | Pick 0.2240 | HPSv2 0.2907 | HPSv2.1 0.2904 | Aes 5.3612
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+ [2026-08-13 05:44:31] [RANK-0] [INFO] Finished feature extraction. Computing final FID...
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+ [2026-08-13 05:44:36] [RANK-0] [INFO] Gathering other-metric results from all ranks ...
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+ [2026-08-13 05:44:36] [RANK-0] [INFO] ============================================================
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+ [2026-08-13 05:44:36] [RANK-0] [INFO] FID : 32.262901
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+ [2026-08-13 05:44:36] [RANK-0] [INFO] CLIP : 31.471749
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+ [2026-08-13 05:44:36] [RANK-0] [INFO] LPIPS : 0.745844
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+ [2026-08-13 05:44:36] [RANK-0] [INFO] PickScore : 0.224069
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+ [2026-08-13 05:44:36] [RANK-0] [INFO] HPSv2 : 0.290330
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+ [2026-08-13 05:44:36] [RANK-0] [INFO] HPSv2.1 : 0.290017
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+ [2026-08-13 05:44:36] [RANK-0] [INFO] Aesthetic : 5.362897
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+ [2026-08-13 05:44:36] [RANK-0] [INFO] ============================================================
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+ [2026-08-13 05:44:36] [RANK-0] [INFO] Results saved to ./RESULTS/coco/run_013/Eval/eval_results.json
coco/sana 0.6/SRA/Eval/eval.log.rank2 ADDED
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