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  1. 102flowers/sana 0.6/SpeeD/Eval/eval.log.rank0 +51 -0
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  4. 102flowers/sana 0.6/SpeeD/Eval/eval_results.json +16 -0
  5. 102flowers/sana 0.6/SpeeD/scheduler/scheduler_config.json +40 -0
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102flowers/sana 0.6/SpeeD/Eval/eval.log.rank0 ADDED
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1
+ [2026-08-07 19:09:51] [RANK-0] [INFO] Loading Sana pipeline from RESULTS/102flowers/run_009 ...
2
+ [2026-08-07 19:09:59] [RANK-0] [INFO] Loading FID metric (torchmetrics, feature=2048) ...
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+ [2026-08-07 19:09:59] [RANK-0] [INFO] Loading CLIP (ViT-B/32) ...
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+ [2026-08-07 19:10:04] [RANK-0] [INFO] Loading LPIPS ...
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+ [2026-08-07 19:10:04] [RANK-0] [INFO] Loading PickScore ...
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+ [2026-08-07 19:10:11] [RANK-0] [INFO] Loading HPSv2 (v2.0) ...
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+ [2026-08-07 19:10:22] [RANK-0] [INFO] Loading HPSv2.1 (v2.1) ...
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+ [2026-08-07 19:10:30] [RANK-0] [INFO] Loading Aesthetic scorer ...
9
+ [2026-08-07 19:10:33] [RANK-0] [INFO] Dataset: 12285 samples split across 3 GPUs (~256 batches/rank)
10
+ [2026-08-07 19:10:33] [RANK-0] [INFO] Starting evaluation...
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+ [2026-08-07 19:10:33] [RANK-0] [INFO] Checkpoint : RESULTS/102flowers/run_009
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+ [2026-08-07 19:10:33] [RANK-0] [INFO] Total samples: 12285 | World size: 3
13
+ [2026-08-07 19:10:33] [RANK-0] [INFO] FID dim : 2048 | Inf steps: 20 | Guidance: 5.0
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+ [2026-08-07 19:10:33] [RANK-0] [INFO] Saving generated images to: ./RESULTS/102flowers/run_009/Eval/generated_images
15
+ [2026-08-07 19:12:42] [RANK-0] [INFO] [rank 0] Batch [10/256] | CLIP 30.8497 | LPIPS 0.7367 | Pick 0.2172 | HPSv2 0.2655 | HPSv2.1 0.2541 | Aes 4.7210
16
+ [2026-08-07 19:14:50] [RANK-0] [INFO] [rank 0] Batch [20/256] | CLIP 30.8947 | LPIPS 0.7295 | Pick 0.2181 | HPSv2 0.2661 | HPSv2.1 0.2552 | Aes 4.7324
17
+ [2026-08-07 19:16:59] [RANK-0] [INFO] [rank 0] Batch [30/256] | CLIP 30.8504 | LPIPS 0.7283 | Pick 0.2183 | HPSv2 0.2658 | HPSv2.1 0.2550 | Aes 4.7307
18
+ [2026-08-07 19:19:10] [RANK-0] [INFO] [rank 0] Batch [40/256] | CLIP 30.8130 | LPIPS 0.7261 | Pick 0.2180 | HPSv2 0.2655 | HPSv2.1 0.2543 | Aes 4.7299
19
+ [2026-08-07 19:21:20] [RANK-0] [INFO] [rank 0] Batch [50/256] | CLIP 30.8654 | LPIPS 0.7278 | Pick 0.2182 | HPSv2 0.2656 | HPSv2.1 0.2546 | Aes 4.7370
20
+ [2026-08-07 19:23:31] [RANK-0] [INFO] [rank 0] Batch [60/256] | CLIP 30.8977 | LPIPS 0.7279 | Pick 0.2183 | HPSv2 0.2656 | HPSv2.1 0.2546 | Aes 4.7413
21
+ [2026-08-07 19:25:41] [RANK-0] [INFO] [rank 0] Batch [70/256] | CLIP 30.8587 | LPIPS 0.7268 | Pick 0.2182 | HPSv2 0.2655 | HPSv2.1 0.2548 | Aes 4.7424
22
+ [2026-08-07 19:27:51] [RANK-0] [INFO] [rank 0] Batch [80/256] | CLIP 30.8548 | LPIPS 0.7264 | Pick 0.2181 | HPSv2 0.2654 | HPSv2.1 0.2545 | Aes 4.7412
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+ [2026-08-07 19:29:58] [RANK-0] [INFO] [rank 0] Batch [90/256] | CLIP 30.8482 | LPIPS 0.7261 | Pick 0.2180 | HPSv2 0.2653 | HPSv2.1 0.2545 | Aes 4.7399
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+ [2026-08-07 19:32:06] [RANK-0] [INFO] [rank 0] Batch [100/256] | CLIP 30.8371 | LPIPS 0.7269 | Pick 0.2178 | HPSv2 0.2651 | HPSv2.1 0.2542 | Aes 4.7373
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+ [2026-08-07 19:34:15] [RANK-0] [INFO] [rank 0] Batch [110/256] | CLIP 30.8221 | LPIPS 0.7269 | Pick 0.2177 | HPSv2 0.2650 | HPSv2.1 0.2542 | Aes 4.7354
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+ [2026-08-07 19:36:27] [RANK-0] [INFO] [rank 0] Batch [120/256] | CLIP 30.7828 | LPIPS 0.7272 | Pick 0.2176 | HPSv2 0.2650 | HPSv2.1 0.2540 | Aes 4.7349
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+ [2026-08-07 19:38:36] [RANK-0] [INFO] [rank 0] Batch [130/256] | CLIP 30.7824 | LPIPS 0.7264 | Pick 0.2176 | HPSv2 0.2649 | HPSv2.1 0.2540 | Aes 4.7372
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+ [2026-08-07 19:40:45] [RANK-0] [INFO] [rank 0] Batch [140/256] | CLIP 30.7916 | LPIPS 0.7259 | Pick 0.2176 | HPSv2 0.2649 | HPSv2.1 0.2540 | Aes 4.7353
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+ [2026-08-07 19:42:53] [RANK-0] [INFO] [rank 0] Batch [150/256] | CLIP 30.7854 | LPIPS 0.7253 | Pick 0.2177 | HPSv2 0.2650 | HPSv2.1 0.2542 | Aes 4.7372
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+ [2026-08-07 19:45:04] [RANK-0] [INFO] [rank 0] Batch [160/256] | CLIP 30.7900 | LPIPS 0.7254 | Pick 0.2177 | HPSv2 0.2650 | HPSv2.1 0.2542 | Aes 4.7372
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+ [2026-08-07 19:47:17] [RANK-0] [INFO] [rank 0] Batch [170/256] | CLIP 30.8030 | LPIPS 0.7257 | Pick 0.2177 | HPSv2 0.2649 | HPSv2.1 0.2539 | Aes 4.7354
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+ [2026-08-07 19:49:30] [RANK-0] [INFO] [rank 0] Batch [180/256] | CLIP 30.8138 | LPIPS 0.7260 | Pick 0.2177 | HPSv2 0.2649 | HPSv2.1 0.2540 | Aes 4.7347
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+ [2026-08-07 19:51:41] [RANK-0] [INFO] [rank 0] Batch [190/256] | CLIP 30.8414 | LPIPS 0.7264 | Pick 0.2178 | HPSv2 0.2650 | HPSv2.1 0.2543 | Aes 4.7355
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+ [2026-08-07 19:53:51] [RANK-0] [INFO] [rank 0] Batch [200/256] | CLIP 30.8179 | LPIPS 0.7262 | Pick 0.2177 | HPSv2 0.2649 | HPSv2.1 0.2540 | Aes 4.7334
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+ [2026-08-07 19:56:00] [RANK-0] [INFO] [rank 0] Batch [210/256] | CLIP 30.8207 | LPIPS 0.7260 | Pick 0.2178 | HPSv2 0.2649 | HPSv2.1 0.2540 | Aes 4.7339
36
+ [2026-08-07 19:58:05] [RANK-0] [INFO] [rank 0] Batch [220/256] | CLIP 30.8220 | LPIPS 0.7259 | Pick 0.2178 | HPSv2 0.2649 | HPSv2.1 0.2540 | Aes 4.7343
37
+ [2026-08-07 20:00:18] [RANK-0] [INFO] [rank 0] Batch [230/256] | CLIP 30.8127 | LPIPS 0.7258 | Pick 0.2178 | HPSv2 0.2649 | HPSv2.1 0.2540 | Aes 4.7341
38
+ [2026-08-07 20:02:29] [RANK-0] [INFO] [rank 0] Batch [240/256] | CLIP 30.8089 | LPIPS 0.7260 | Pick 0.2178 | HPSv2 0.2648 | HPSv2.1 0.2540 | Aes 4.7352
39
+ [2026-08-07 20:04:38] [RANK-0] [INFO] [rank 0] Batch [250/256] | CLIP 30.8165 | LPIPS 0.7257 | Pick 0.2178 | HPSv2 0.2649 | HPSv2.1 0.2541 | Aes 4.7347
40
+ [2026-08-07 20:05:57] [RANK-0] [INFO] Finished feature extraction. Computing final FID...
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+ [2026-08-07 20:05:59] [RANK-0] [INFO] Gathering other-metric results from all ranks ...
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+ [2026-08-07 20:05:59] [RANK-0] [INFO] ============================================================
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+ [2026-08-07 20:05:59] [RANK-0] [INFO] FID : 30.176243
44
+ [2026-08-07 20:05:59] [RANK-0] [INFO] CLIP : 30.810572
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+ [2026-08-07 20:05:59] [RANK-0] [INFO] LPIPS : 0.725241
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+ [2026-08-07 20:05:59] [RANK-0] [INFO] PickScore : 0.217788
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+ [2026-08-07 20:05:59] [RANK-0] [INFO] HPSv2 : 0.264855
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+ [2026-08-07 20:05:59] [RANK-0] [INFO] HPSv2.1 : 0.254040
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+ [2026-08-07 20:05:59] [RANK-0] [INFO] Aesthetic : 4.733977
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+ [2026-08-07 20:05:59] [RANK-0] [INFO] ============================================================
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+ [2026-08-07 20:05:59] [RANK-0] [INFO] Results saved to ./RESULTS/102flowers/run_009/Eval/eval_results.json
102flowers/sana 0.6/SpeeD/Eval/eval.log.rank1 ADDED
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102flowers/sana 0.6/SpeeD/Eval/eval.log.rank2 ADDED
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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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