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  1. Magick/pixart_sigma/run_005/Eval/eval.log.rank0 +28 -0
  2. Magick/pixart_sigma/run_005/Eval/eval.log.rank1 +0 -0
  3. Magick/pixart_sigma/run_005/Eval/eval.log.rank2 +0 -0
  4. Magick/pixart_sigma/run_005/Eval/eval.log.rank3 +0 -0
  5. Magick/pixart_sigma/run_005/Eval/eval.log.rank4 +0 -0
  6. Magick/pixart_sigma/run_005/Eval/eval.log.rank5 +0 -0
  7. Magick/pixart_sigma/run_005/Eval/eval_results.json +17 -0
  8. Magick/pixart_sigma/run_006/Eval/eval.log.rank0 +28 -0
  9. Magick/pixart_sigma/run_006/Eval/eval.log.rank1 +0 -0
  10. Magick/pixart_sigma/run_006/Eval/eval.log.rank2 +0 -0
  11. Magick/pixart_sigma/run_006/Eval/eval.log.rank3 +0 -0
  12. Magick/pixart_sigma/run_006/Eval/eval.log.rank4 +0 -0
  13. Magick/pixart_sigma/run_006/Eval/eval_results.json +17 -0
  14. Magick/sana 0.6/RAD/Eval/eval.log.rank0 +26 -0
  15. Magick/sana 0.6/RAD/Eval/eval.log.rank1 +0 -0
  16. Magick/sana 0.6/RAD/Eval/eval.log.rank2 +0 -0
  17. Magick/sana 0.6/RAD/Eval/eval.log.rank3 +0 -0
  18. Magick/sana 0.6/RAD/Eval/eval_results.json +16 -0
Magick/pixart_sigma/run_005/Eval/eval.log.rank0 ADDED
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+ [2026-09-01 04:55:22] [RANK-0] [INFO] Loading PixArt-Sigma pipeline from RESULTS/Magick/pixart_sigma/run_005 ...
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+ [2026-09-01 04:55:22] [RANK-0] [INFO] Using dtype: torch.bfloat16 (fp16 is known to overflow/NaN on PixArt-Sigma's transformer + T5 text encoder; bf16 fixes it)
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+ [2026-09-01 04:55:28] [RANK-0] [INFO] Loading FID metric (torchmetrics, feature=2048) ...
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+ [2026-09-01 04:55:28] [RANK-0] [INFO] Loading CLIP (ViT-B/32) ...
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+ [2026-09-01 04:55:33] [RANK-0] [INFO] Loading LPIPS ...
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+ [2026-09-01 04:55:33] [RANK-0] [INFO] Loading PickScore ...
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+ [2026-09-01 04:55:40] [RANK-0] [INFO] Loading HPSv2 (v2.0) ...
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+ [2026-09-01 04:55:50] [RANK-0] [INFO] Loading HPSv2.1 (v2.1) ...
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+ [2026-09-01 04:56:02] [RANK-0] [INFO] Loading Aesthetic scorer ...
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+ [2026-09-01 04:56:06] [RANK-0] [INFO] Dataset: 2564 samples split across 5 GPUs (~9 batches/rank)
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+ [2026-09-01 04:56:06] [RANK-0] [INFO] Starting evaluation...
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+ [2026-09-01 04:56:06] [RANK-0] [INFO] Checkpoint : RESULTS/Magick/pixart_sigma/run_005
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+ [2026-09-01 04:56:06] [RANK-0] [INFO] Gen dtype : torch.bfloat16
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+ [2026-09-01 04:56:06] [RANK-0] [INFO] Total samples: 2564 | World size: 5
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+ [2026-09-01 04:56:06] [RANK-0] [INFO] FID dim : 2048 | Inf steps: 20 | Guidance: 5.0
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+ [2026-09-01 04:56:06] [RANK-0] [INFO] Saving generated images to: ./RESULTS/Magick/pixart_sigma/run_005/Eval/generated_images
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+ [2026-09-01 05:35:26] [RANK-0] [INFO] Finished feature extraction. Computing final FID...
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+ [2026-09-01 05:35:29] [RANK-0] [INFO] Gathering other-metric results from all ranks ...
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+ [2026-09-01 05:35:29] [RANK-0] [INFO] ============================================================
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+ [2026-09-01 05:35:29] [RANK-0] [INFO] FID : 46.724358
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+ [2026-09-01 05:35:29] [RANK-0] [INFO] CLIP : 26.314311
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+ [2026-09-01 05:35:29] [RANK-0] [INFO] LPIPS : 0.731173
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+ [2026-09-01 05:35:29] [RANK-0] [INFO] PickScore : 0.214900
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+ [2026-09-01 05:35:29] [RANK-0] [INFO] HPSv2 : 0.272995
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+ [2026-09-01 05:35:29] [RANK-0] [INFO] HPSv2.1 : 0.281507
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+ [2026-09-01 05:35:29] [RANK-0] [INFO] Aesthetic : 5.631278
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+ [2026-09-01 05:35:29] [RANK-0] [INFO] ============================================================
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+ [2026-09-01 05:35:29] [RANK-0] [INFO] Results saved to ./RESULTS/Magick/pixart_sigma/run_005/Eval/eval_results.json
Magick/pixart_sigma/run_005/Eval/eval.log.rank1 ADDED
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Magick/pixart_sigma/run_005/Eval/eval_results.json ADDED
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+ {
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+ "checkpoint": "RESULTS/Magick/pixart_sigma/run_005",
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+ "gen_dtype": "torch.bfloat16",
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+ "num_samples": 2564,
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+ "world_size": 5,
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+ "resolution": 1024,
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+ "fid_dim": 2048,
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+ "inf_steps": 20,
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+ "guidance": 5.0,
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+ "FID": 46.72435760498047,
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+ "CLIP": 26.31431092818578,
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+ "LPIPS": 0.7311727033721076,
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+ "PickScore": 0.21490011021701827,
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+ "HPSv2": 0.2729949151010563,
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+ "HPSv2.1": 0.281506813560716,
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+ "Aesthetic": 5.631277879079183
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+ }
Magick/pixart_sigma/run_006/Eval/eval.log.rank0 ADDED
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+ [2026-09-01 05:38:27] [RANK-0] [INFO] Loading PixArt-Sigma pipeline from RESULTS/Magick/pixart_sigma/run_006 ...
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+ [2026-09-01 05:38:27] [RANK-0] [INFO] Using dtype: torch.bfloat16 (fp16 is known to overflow/NaN on PixArt-Sigma's transformer + T5 text encoder; bf16 fixes it)
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+ [2026-09-01 05:38:37] [RANK-0] [INFO] Loading FID metric (torchmetrics, feature=2048) ...
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+ [2026-09-01 05:38:37] [RANK-0] [INFO] Loading CLIP (ViT-B/32) ...
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+ [2026-09-01 05:38:54] [RANK-0] [INFO] Loading LPIPS ...
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+ [2026-09-01 05:38:54] [RANK-0] [INFO] Loading PickScore ...
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+ [2026-09-01 05:39:01] [RANK-0] [INFO] Loading HPSv2 (v2.0) ...
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+ [2026-09-01 05:39:21] [RANK-0] [INFO] Loading HPSv2.1 (v2.1) ...
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+ [2026-09-01 05:39:30] [RANK-0] [INFO] Loading Aesthetic scorer ...
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+ [2026-09-01 05:39:34] [RANK-0] [INFO] Dataset: 2564 samples split across 5 GPUs (~9 batches/rank)
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+ [2026-09-01 05:39:34] [RANK-0] [INFO] Starting evaluation...
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+ [2026-09-01 05:39:34] [RANK-0] [INFO] Checkpoint : RESULTS/Magick/pixart_sigma/run_006
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+ [2026-09-01 05:39:34] [RANK-0] [INFO] Gen dtype : torch.bfloat16
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+ [2026-09-01 05:39:34] [RANK-0] [INFO] Total samples: 2564 | World size: 5
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+ [2026-09-01 05:39:34] [RANK-0] [INFO] FID dim : 2048 | Inf steps: 20 | Guidance: 5.0
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+ [2026-09-01 05:39:34] [RANK-0] [INFO] Saving generated images to: ./RESULTS/Magick/pixart_sigma/run_006/Eval/generated_images
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+ [2026-09-01 06:18:44] [RANK-0] [INFO] Finished feature extraction. Computing final FID...
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+ [2026-09-01 06:18:47] [RANK-0] [INFO] Gathering other-metric results from all ranks ...
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+ [2026-09-01 06:18:48] [RANK-0] [INFO] ============================================================
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+ [2026-09-01 06:18:48] [RANK-0] [INFO] FID : 45.385532
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+ [2026-09-01 06:18:48] [RANK-0] [INFO] CLIP : 26.451399
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+ [2026-09-01 06:18:48] [RANK-0] [INFO] LPIPS : 0.719117
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+ [2026-09-01 06:18:48] [RANK-0] [INFO] PickScore : 0.214332
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+ [2026-09-01 06:18:48] [RANK-0] [INFO] HPSv2 : 0.271604
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+ [2026-09-01 06:18:48] [RANK-0] [INFO] HPSv2.1 : 0.277769
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+ [2026-09-01 06:18:48] [RANK-0] [INFO] Aesthetic : 5.619189
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+ [2026-09-01 06:18:48] [RANK-0] [INFO] ============================================================
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+ [2026-09-01 06:18:48] [RANK-0] [INFO] Results saved to ./RESULTS/Magick/pixart_sigma/run_006/Eval/eval_results.json
Magick/pixart_sigma/run_006/Eval/eval.log.rank1 ADDED
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Magick/pixart_sigma/run_006/Eval/eval_results.json ADDED
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+ {
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+ "checkpoint": "RESULTS/Magick/pixart_sigma/run_006",
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+ "gen_dtype": "torch.bfloat16",
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+ "num_samples": 2564,
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+ "world_size": 5,
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+ "resolution": 1024,
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+ "fid_dim": 2048,
8
+ "inf_steps": 20,
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+ "guidance": 5.0,
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+ "FID": 45.38553237915039,
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+ "CLIP": 26.451398796505398,
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+ "LPIPS": 0.7191172692510817,
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+ "PickScore": 0.2143319999643912,
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+ "HPSv2": 0.27160369334225026,
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+ "HPSv2.1": 0.27776915177754646,
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+ "Aesthetic": 5.619188732571072
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+ }
Magick/sana 0.6/RAD/Eval/eval.log.rank0 ADDED
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+ [2026-09-01 06:25:46] [RANK-0] [INFO] Loading Sana pipeline from RESULTS/Magick/sana 0.6/RAD ...
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+ [2026-09-01 06:25:58] [RANK-0] [INFO] Loading FID metric (torchmetrics, feature=2048) ...
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+ [2026-09-01 06:25:58] [RANK-0] [INFO] Loading CLIP (ViT-B/32) ...
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+ [2026-09-01 06:26:04] [RANK-0] [INFO] Loading LPIPS ...
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+ [2026-09-01 06:26:04] [RANK-0] [INFO] Loading PickScore ...
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+ [2026-09-01 06:26:11] [RANK-0] [INFO] Loading HPSv2 (v2.0) ...
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+ [2026-09-01 06:26:24] [RANK-0] [INFO] Loading HPSv2.1 (v2.1) ...
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+ [2026-09-01 06:26:34] [RANK-0] [INFO] Loading Aesthetic scorer ...
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+ [2026-09-01 06:26:38] [RANK-0] [INFO] Dataset: 2564 samples split across 5 GPUs (~17 batches/rank)
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+ [2026-09-01 06:26:38] [RANK-0] [INFO] Starting evaluation...
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+ [2026-09-01 06:26:38] [RANK-0] [INFO] Checkpoint : RESULTS/Magick/sana 0.6/RAD
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+ [2026-09-01 06:26:38] [RANK-0] [INFO] Total samples: 2564 | World size: 5
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+ [2026-09-01 06:26:38] [RANK-0] [INFO] FID dim : 2048 | Inf steps: 20 | Guidance: 5.0 | Resolution: 1024
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+ [2026-09-01 06:35:20] [RANK-0] [INFO] [rank 0] Batch [10/17] | CLIP 26.6290 | LPIPS 0.6703 | Pick 0.2104 | HPSv2 0.2633 | HPSv2.1 0.2616 | Aes 5.5241
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+ [2026-09-01 06:40:34] [RANK-0] [INFO] Finished feature extraction. Computing final FID...
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+ [2026-09-01 06:40:38] [RANK-0] [INFO] Gathering other-metric results from all ranks ...
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+ [2026-09-01 06:40:38] [RANK-0] [INFO] ============================================================
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+ [2026-09-01 06:40:38] [RANK-0] [INFO] FID : 46.749977
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+ [2026-09-01 06:40:38] [RANK-0] [INFO] CLIP : 26.683322
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+ [2026-09-01 06:40:38] [RANK-0] [INFO] LPIPS : 0.683050
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+ [2026-09-01 06:40:38] [RANK-0] [INFO] PickScore : 0.211450
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+ [2026-09-01 06:40:38] [RANK-0] [INFO] HPSv2 : 0.265034
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+ [2026-09-01 06:40:38] [RANK-0] [INFO] HPSv2.1 : 0.264543
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+ [2026-09-01 06:40:38] [RANK-0] [INFO] Aesthetic : 5.554261
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+ [2026-09-01 06:40:38] [RANK-0] [INFO] ============================================================
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+ [2026-09-01 06:40:38] [RANK-0] [INFO] Results saved to ./RESULTS/Magick/sana 0.6/RAD/Eval/eval_results.json
Magick/sana 0.6/RAD/Eval/eval.log.rank1 ADDED
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Magick/sana 0.6/RAD/Eval/eval.log.rank2 ADDED
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Magick/sana 0.6/RAD/Eval/eval_results.json ADDED
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+ {
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+ "checkpoint": "RESULTS/Magick/sana 0.6/RAD",
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+ "num_samples": 2564,
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+ "world_size": 5,
5
+ "resolution": 1024,
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+ "fid_dim": 2048,
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+ "inf_steps": 20,
8
+ "guidance": 5.0,
9
+ "FID": 46.749977111816406,
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+ "CLIP": 26.683321665315066,
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+ "LPIPS": 0.6830500504549812,
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+ "PickScore": 0.21145033932236187,
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+ "HPSv2": 0.2650338443927467,
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+ "HPSv2.1": 0.2645434259300065,
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+ "Aesthetic": 5.554261005626005
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+ }