Update expert_analysis_output.txt

expert_analysis_output.txt

@@ -1,325 +1,6 @@
 =================================================================
 34-EXPERT BOUNDARY SCAN
 =================================================================
-README.md: 
- 17.4k/? [00:00<00:00, 1.70MB/s]
-clip_b16_laion2b/train-00000-of-00001.pa(…): 100%
- 126M/126M [00:15<00:00, 16.1MB/s]
-clip_b16_laion2b/val-00000-of-00001.parq(…): 100%
- 5.31M/5.31M [00:03<00:00, 26.6MB/s]
-Generating train split: 100%
- 118287/118287 [00:00<00:00, 195656.47 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 130080.95 examples/s]
-  clip_b16_laion2b               dim=512
-clip_b16_openai/train-00000-of-00001.par(…): 100%
- 126M/126M [00:15<00:00, 14.4MB/s]
-clip_b16_openai/val-00000-of-00001.parqu(…): 100%
- 5.31M/5.31M [00:03<00:00, 26.5MB/s]
-Generating train split: 100%
- 118287/118287 [00:00<00:00, 188654.00 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 133677.03 examples/s]
-  clip_b16_openai                dim=512
-clip_b32_datacomp/train-00000-of-00001.p(…): 100%
- 126M/126M [00:14<00:00, 15.7MB/s]
-clip_b32_datacomp/val-00000-of-00001.par(…): 100%
- 5.31M/5.31M [00:03<00:00, 26.5MB/s]
-Generating train split: 100%
- 118287/118287 [00:00<00:00, 189533.84 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 137565.07 examples/s]
-  clip_b32_datacomp              dim=512
-clip_b32_laion2b/train-00000-of-00001.pa(…): 100%
- 126M/126M [00:14<00:00, 15.7MB/s]
-clip_b32_laion2b/val-00000-of-00001.parq(…): 100%
- 5.32M/5.32M [00:03<00:00, 26.6MB/s]
-Generating train split: 100%
- 118287/118287 [00:00<00:00, 198827.51 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 134610.58 examples/s]
-  clip_b32_laion2b               dim=512
-clip_b32_openai/train-00000-of-00001.par(…): 100%
- 126M/126M [00:14<00:00, 15.6MB/s]
-clip_b32_openai/val-00000-of-00001.parqu(…): 100%
- 5.31M/5.31M [00:03<00:00, 26.5MB/s]
-Generating train split: 100%
- 118287/118287 [00:00<00:00, 202954.13 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 135057.90 examples/s]
-  clip_b32_openai                dim=512
-clip_bigg14_laion2b/train-00000-of-00002(…): 100%
- 149M/149M [00:14<00:00, 21.6MB/s]
-clip_bigg14_laion2b/train-00001-of-00002(…): 100%
- 149M/149M [00:15<00:00, 17.5MB/s]
-clip_bigg14_laion2b/val-00000-of-00001.p(…): 100%
- 12.6M/12.6M [00:04<00:00, 62.9MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 66875.68 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 58751.49 examples/s]
-  clip_bigg14_laion2b            dim=1280
-clip_g14_laion2b/train-00000-of-00001.pa(…): 100%
- 241M/241M [00:20<00:00, 16.5MB/s]
-clip_g14_laion2b/val-00000-of-00001.parq(…): 100%
- 10.2M/10.2M [00:04<00:00, 50.7MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 90094.77 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 73807.78 examples/s]
-  clip_g14_laion2b               dim=1024
-clip_h14_laion2b/train-00000-of-00001.pa(…): 100%
- 241M/241M [00:20<00:00, 15.8MB/s]
-clip_h14_laion2b/val-00000-of-00001.parq(…): 100%
- 10.2M/10.2M [00:03<00:00, 50.9MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 89069.10 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 72044.55 examples/s]
-  clip_h14_laion2b               dim=1024
-clip_l14_336_openai/train-00000-of-00001(…): 100%
- 183M/183M [00:16<00:00, 21.6MB/s]
-clip_l14_336_openai/val-00000-of-00001.p(…): 100%
- 7.74M/7.74M [00:03<00:00, 38.7MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 113207.26 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 88914.37 examples/s]
-  clip_l14_336_openai            dim=768
-clip_l14_datacomp/train-00000-of-00001.p(…): 100%
- 183M/183M [00:15<00:00, 22.8MB/s]
-clip_l14_datacomp/val-00000-of-00001.par(…): 100%
- 7.74M/7.74M [00:03<00:00, 38.6MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 111018.81 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 87096.09 examples/s]
-  clip_l14_datacomp              dim=768
-clip_l14_laion2b/train-00000-of-00001.pa(…): 100%
- 183M/183M [00:15<00:00, 22.2MB/s]
-clip_l14_laion2b/val-00000-of-00001.parq(…): 100%
- 7.74M/7.74M [00:03<00:00, 38.7MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 107954.26 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 88190.11 examples/s]
-  clip_l14_laion2b               dim=768
-clip_l14_openai/train-00000-of-00001.par(…): 100%
- 183M/183M [00:42<00:00, 8.51MB/s]
-clip_l14_openai/val-00000-of-00001.parqu(…): 100%
- 7.74M/7.74M [00:12<00:00, 710kB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 117429.00 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 89514.77 examples/s]
-  clip_l14_openai                dim=768
-dinov2_b14/train-00000-of-00001.parquet: 100%
- 439M/439M [00:24<00:00, 25.8MB/s]
-dinov2_b14/val-00000-of-00001.parquet: 100%
- 18.5M/18.5M [00:04<00:00, 92.2MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 100242.76 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 85724.00 examples/s]
-  dinov2_b14                     dim=768
-dinov2_b14_reg/train-00000-of-00001.parq(…): 100%
- 439M/439M [00:26<00:00, 26.5MB/s]
-dinov2_b14_reg/val-00000-of-00001.parque(…): 100%
- 18.5M/18.5M [00:04<00:00, 92.5MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 102443.65 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 88994.73 examples/s]
-  dinov2_b14_reg                 dim=768
-dinov2_g14/train-00000-of-00002.parquet: 100%
- 401M/401M [00:21<00:00, 29.5MB/s]
-dinov2_g14/train-00001-of-00002.parquet: 100%
- 401M/401M [00:22<00:00, 30.5MB/s]
-dinov2_g14/val-00000-of-00001.parquet: 100%
- 33.9M/33.9M [00:05<00:00, 169MB/s]
-Generating train split: 100%
- 118287/118287 [00:02<00:00, 58475.59 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 49993.02 examples/s]
-  dinov2_g14                     dim=1536
-dinov2_g14_reg/train-00000-of-00002.parq(…): 100%
- 401M/401M [00:21<00:00, 32.8MB/s]
-dinov2_g14_reg/train-00001-of-00002.parq(…): 100%
- 401M/401M [00:26<00:00, 21.8MB/s]
-dinov2_g14_reg/val-00000-of-00001.parque(…): 100%
- 33.9M/33.9M [00:06<00:00, 170MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 58400.23 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 49927.20 examples/s]
-  dinov2_g14_reg                 dim=1536
-dinov2_l14/train-00000-of-00001.parquet: 100%
- 560M/560M [00:27<00:00, 29.6MB/s]
-dinov2_l14/val-00000-of-00001.parquet: 100%
- 23.7M/23.7M [00:05<00:00, 51.9MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 86584.10 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 71476.60 examples/s]
-  dinov2_l14                     dim=1024
-dinov2_l14_reg/train-00000-of-00001.parq(…): 100%
- 560M/560M [00:28<00:00, 28.8MB/s]
-dinov2_l14_reg/val-00000-of-00001.parque(…): 100%
- 23.7M/23.7M [00:05<00:00, 118MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 80709.75 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 72691.58 examples/s]
-  dinov2_l14_reg                 dim=1024
-dinov2_s14/train-00000-of-00001.parquet: 100%
- 257M/257M [00:25<00:00, 18.2MB/s]
-dinov2_s14/val-00000-of-00001.parquet: 100%
- 10.9M/10.9M [00:03<00:00, 54.4MB/s]
-Generating train split: 100%
- 118287/118287 [00:00<00:00, 209160.67 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 134789.67 examples/s]
-  dinov2_s14                     dim=384
-dinov2_s14_reg/train-00000-of-00001.parq(…): 100%
- 257M/257M [00:23<00:00, 16.3MB/s]
-dinov2_s14_reg/val-00000-of-00001.parque(…): 100%
- 10.9M/10.9M [00:03<00:00, 54.5MB/s]
-Generating train split: 100%
- 118287/118287 [00:00<00:00, 207759.35 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 134866.82 examples/s]
-  dinov2_s14_reg                 dim=384
-mae_b16/train-00000-of-00001.parquet: 100%
- 439M/439M [00:27<00:00, 27.3MB/s]
-mae_b16/val-00000-of-00001.parquet: 100%
- 18.5M/18.5M [00:04<00:00, 92.8MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 107439.70 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 88983.03 examples/s]
-  mae_b16                        dim=768
-mae_h14/train-00000-of-00002.parquet: 100%
- 341M/341M [00:22<00:00, 24.2MB/s]
-mae_h14/train-00001-of-00002.parquet: 100%
- 341M/341M [00:21<00:00, 25.1MB/s]
-mae_h14/val-00000-of-00001.parquet: 100%
- 28.8M/28.8M [00:04<00:00, 144MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 72177.11 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 58164.71 examples/s]
-  mae_h14                        dim=1280
-mae_l16/train-00000-of-00001.parquet: 100%
- 560M/560M [00:28<00:00, 33.2MB/s]
-mae_l16/val-00000-of-00001.parquet: 100%
- 23.7M/23.7M [00:04<00:00, 118MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 85394.89 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 70171.25 examples/s]
-  mae_l16                        dim=1024
-siglip2_b16_256/train-00000-of-00001.par(…): 100%
- 171M/171M [00:17<00:00, 15.5MB/s]
-siglip2_b16_256/val-00000-of-00001.parqu(…): 100%
- 7.25M/7.25M [00:03<00:00, 36.2MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 119637.55 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 86355.15 examples/s]
-  siglip2_b16_256                dim=768
-siglip2_b16_512/train-00000-of-00001.par(…): 100%
- 172M/172M [00:16<00:00, 20.1MB/s]
-siglip2_b16_512/val-00000-of-00001.parqu(…): 100%
- 7.25M/7.25M [00:03<00:00, 36.1MB/s]
-Generating train split: 100%
- 118287/118287 [00:00<00:00, 120823.77 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 89241.65 examples/s]
-  siglip2_b16_512                dim=768
-siglip2_l16_384/train-00000-of-00001.par(…): 100%
- 237M/237M [00:19<00:00, 16.8MB/s]
-siglip2_l16_384/val-00000-of-00001.parqu(…): 100%
- 10.0M/10.0M [00:03<00:00, 50.2MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 93214.06 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 72373.73 examples/s]
-  siglip2_l16_384                dim=1024
-siglip_b16_384/train-00000-of-00001.parq(…): 100%
- 180M/180M [00:15<00:00, 21.3MB/s]
-siglip_b16_384/val-00000-of-00001.parque(…): 100%
- 7.63M/7.63M [00:03<00:00, 38.2MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 119009.88 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 87414.48 examples/s]
-  siglip_b16_384                 dim=768
-siglip_b16_512/train-00000-of-00001.parq(…): 100%
- 180M/180M [00:16<00:00, 20.2MB/s]
-siglip_b16_512/val-00000-of-00001.parque(…): 100%
- 7.63M/7.63M [00:03<00:00, 38.1MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 123492.01 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 87513.33 examples/s]
-  siglip_b16_512                 dim=768
-siglip_l16_256/train-00000-of-00001.parq(…): 100%
- 238M/238M [00:20<00:00, 16.6MB/s]
-siglip_l16_256/val-00000-of-00001.parque(…): 100%
- 10.1M/10.1M [00:03<00:00, 50.1MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 87953.27 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 62579.88 examples/s]
-  siglip_l16_256                 dim=1024
-siglip_l16_384/train-00000-of-00001.parq(…): 100%
- 238M/238M [00:20<00:00, 16.8MB/s]
-siglip_l16_384/val-00000-of-00001.parque(…): 100%
- 10.0M/10.0M [00:03<00:00, 50.3MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 92915.51 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 71896.11 examples/s]
-  siglip_l16_384                 dim=1024
-siglip_so400m_384/train-00000-of-00002.p(…): 100%
- 133M/133M [00:15<00:00, 15.8MB/s]
-siglip_so400m_384/train-00001-of-00002.p(…): 100%
- 133M/133M [00:15<00:00, 14.2MB/s]
-siglip_so400m_384/val-00000-of-00001.par(…): 100%
- 11.3M/11.3M [00:04<00:00, 56.4MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 77646.06 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 57016.95 examples/s]
-  siglip_so400m_384              dim=1152
-vit_b16_21k/train-00000-of-00001.parquet: 100%
- 439M/439M [00:25<00:00, 27.7MB/s]
-vit_b16_21k/val-00000-of-00001.parquet: 100%
- 18.5M/18.5M [00:04<00:00, 92.6MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 112533.99 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 79959.13 examples/s]
-  vit_b16_21k                    dim=768
-vit_l16_21k/train-00000-of-00001.parquet: 100%
- 560M/560M [00:25<00:00, 43.2MB/s]
-vit_l16_21k/val-00000-of-00001.parquet: 100%
- 23.7M/23.7M [00:04<00:00, 118MB/s]
-Generating train split: 100%
- 118287/118287 [00:01<00:00, 88594.80 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 70343.07 examples/s]
-  vit_l16_21k                    dim=1024
-vit_s16_21k/train-00000-of-00001.parquet: 100%
- 257M/257M [00:22<00:00, 15.7MB/s]
-vit_s16_21k/val-00000-of-00001.parquet: 100%
- 10.9M/10.9M [00:02<00:00, 54.5MB/s]
-Generating train split: 100%
- 118287/118287 [00:00<00:00, 204771.54 examples/s]
-Generating val split: 100%
- 5000/5000 [00:00<00:00, 136218.51 examples/s]
-  vit_s16_21k                    dim=384
-
   Loaded 34 experts, N=5000
 
 =================================================================