Hugging Face's logo

Datasets:
Shanmuk4622
/
msc-cifar100

Modalities:
Tabular
Formats:
parquet
Size:
1M - 10M
Libraries:
Datasets
Dask
Polars
Dataset card Data Studio Files
xet
 Community
1
Shanmuk4622 commited on
Commit
ad0bff7
·
verified ·
1 Parent(s): 49e48f1

msc: batch 223 files (1195584 KB) @ 2026-08-03T19:58:33Z

Browse files
Files changed (49) hide show
  1. runs/p1-resnet110-cifar100-base-s1/metrics/calibration.csv +16 -0
  2. runs/p1-resnet110-cifar100-base-s1/metrics/confusion_matrix.csv +101 -0
  3. runs/p1-resnet110-cifar100-base-s1/metrics/exit_metrics.csv +6 -0
  4. runs/p1-resnet110-cifar100-base-s1/metrics/final.csv +2 -0
  5. runs/p1-resnet110-cifar100-base-s1/metrics/final.json +93 -0
  6. runs/p1-resnet110-cifar100-base-s1/metrics/inference_bench.csv +2 -0
  7. runs/p1-resnet110-cifar100-base-s1/metrics/per_class.csv +101 -0
  8. runs/p1-resnet20-cifar100-base-s1/metrics/calibration.csv +16 -0
  9. runs/p1-resnet20-cifar100-base-s1/metrics/confusion_matrix.csv +101 -0
  10. runs/p1-resnet20-cifar100-base-s1/metrics/exit_metrics.csv +6 -0
  11. runs/p1-resnet20-cifar100-base-s1/metrics/final.csv +2 -0
  12. runs/p1-resnet20-cifar100-base-s1/metrics/final.json +93 -0
  13. runs/p1-resnet20-cifar100-base-s1/metrics/inference_bench.csv +2 -0
  14. runs/p1-resnet20-cifar100-base-s1/metrics/per_class.csv +101 -0
  15. runs/p1-resnet20-cifar100-base-s3/metrics/calibration.csv +16 -0
  16. runs/p1-resnet20-cifar100-base-s3/metrics/confusion_matrix.csv +101 -0
  17. runs/p1-resnet20-cifar100-base-s3/metrics/exit_metrics.csv +6 -0
  18. runs/p1-resnet20-cifar100-base-s3/metrics/final.csv +2 -0
  19. runs/p1-resnet20-cifar100-base-s3/metrics/final.json +93 -0
  20. runs/p1-resnet20-cifar100-base-s3/metrics/inference_bench.csv +2 -0
  21. runs/p1-resnet20-cifar100-base-s3/metrics/per_class.csv +101 -0
  22. runs/p1-resnet32x4-cifar100-base-s2/metrics/calibration.csv +16 -0
  23. runs/p1-resnet32x4-cifar100-base-s2/metrics/confusion_matrix.csv +101 -0
  24. runs/p1-resnet32x4-cifar100-base-s2/metrics/exit_metrics.csv +6 -0
  25. runs/p1-resnet32x4-cifar100-base-s2/metrics/final.csv +2 -0
  26. runs/p1-resnet32x4-cifar100-base-s2/metrics/final.json +93 -0
  27. runs/p1-resnet32x4-cifar100-base-s2/metrics/inference_bench.csv +2 -0
  28. runs/p1-resnet32x4-cifar100-base-s2/metrics/per_class.csv +101 -0
  29. runs/p1-resnet8x4-cifar100-base-s1/metrics/calibration.csv +16 -0
  30. runs/p1-resnet8x4-cifar100-base-s1/metrics/confusion_matrix.csv +101 -0
  31. runs/p1-resnet8x4-cifar100-base-s1/metrics/exit_metrics.csv +4 -0
  32. runs/p1-resnet8x4-cifar100-base-s1/metrics/final.csv +2 -0
  33. runs/p1-resnet8x4-cifar100-base-s1/metrics/final.json +93 -0
  34. runs/p1-resnet8x4-cifar100-base-s1/metrics/inference_bench.csv +2 -0
  35. runs/p1-resnet8x4-cifar100-base-s1/metrics/per_class.csv +101 -0
  36. runs/p1-vgg13-cifar100-base-s1/metrics/calibration.csv +16 -0
  37. runs/p1-vgg13-cifar100-base-s1/metrics/confusion_matrix.csv +101 -0
  38. runs/p1-vgg13-cifar100-base-s1/metrics/exit_metrics.csv +6 -0
  39. runs/p1-vgg13-cifar100-base-s1/metrics/final.csv +2 -0
  40. runs/p1-vgg13-cifar100-base-s1/metrics/final.json +93 -0
  41. runs/p1-vgg13-cifar100-base-s1/metrics/inference_bench.csv +2 -0
  42. runs/p1-vgg13-cifar100-base-s1/metrics/per_class.csv +101 -0
  43. runs/p1-vit_tiny-cifar100-base-s3/metrics/calibration.csv +16 -0
  44. runs/p1-vit_tiny-cifar100-base-s3/metrics/confusion_matrix.csv +101 -0
  45. runs/p1-vit_tiny-cifar100-base-s3/metrics/exit_metrics.csv +6 -0
  46. runs/p1-vit_tiny-cifar100-base-s3/metrics/final.csv +2 -0
  47. runs/p1-vit_tiny-cifar100-base-s3/metrics/final.json +93 -0
  48. runs/p1-vit_tiny-cifar100-base-s3/metrics/inference_bench.csv +2 -0
  49. runs/p1-vit_tiny-cifar100-base-s3/metrics/per_class.csv +101 -0
runs/p1-resnet110-cifar100-base-s1/metrics/calibration.csv ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ bin_lo,bin_hi,count,confidence,accuracy,gap
2
+ 0.0,0.06666666666666667,0,NA,NA,NA
3
+ 0.06666666666666667,0.13333333333333333,4,0.1151118353009224,0.0,-0.1151118353009224
4
+ 0.13333333333333333,0.2,73,0.1725737750530243,0.1780821917808219,0.005508416727797616
5
+ 0.2,0.26666666666666666,187,0.23711587488651276,0.1711229946524064,-0.06599288023410635
6
+ 0.26666666666666666,0.3333333333333333,254,0.30165576934814453,0.20866141732283464,-0.0929943520253099
7
+ 0.3333333333333333,0.4,354,0.36761921644210815,0.288135593220339,-0.07948362322176916
8
+ 0.4,0.4666666666666667,456,0.4334299862384796,0.35964912280701755,-0.07378086343146206
9
+ 0.4666666666666667,0.5333333333333333,529,0.5025081038475037,0.4120982986767486,-0.09040980517075509
10
+ 0.5333333333333333,0.6,487,0.5678001642227173,0.459958932238193,-0.10784123198452428
11
+ 0.6,0.6666666666666666,517,0.6329379081726074,0.528046421663443,-0.10489148650916447
12
+ 0.6666666666666666,0.7333333333333333,488,0.6992850303649902,0.5635245901639344,-0.13576044020105582
13
+ 0.7333333333333333,0.8,510,0.7667360901832581,0.6313725490196078,-0.13536354116365024
14
+ 0.8,0.8666666666666667,614,0.8329340219497681,0.7231270358306189,-0.10980698611914919
15
+ 0.8666666666666667,0.9333333333333333,833,0.9021555781364441,0.8091236494597839,-0.09303192867666021
16
+ 0.9333333333333333,1.0,4694,0.9877327680587769,0.9586706433745207,-0.029062124684256174
runs/p1-resnet110-cifar100-base-s1/metrics/confusion_matrix.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ,pred_apple,pred_aquarium_fish,pred_baby,pred_bear,pred_beaver,pred_bed,pred_bee,pred_beetle,pred_bicycle,pred_bottle,pred_bowl,pred_boy,pred_bridge,pred_bus,pred_butterfly,pred_camel,pred_can,pred_castle,pred_caterpillar,pred_cattle,pred_chair,pred_chimpanzee,pred_clock,pred_cloud,pred_cockroach,pred_couch,pred_crab,pred_crocodile,pred_cup,pred_dinosaur,pred_dolphin,pred_elephant,pred_flatfish,pred_forest,pred_fox,pred_girl,pred_hamster,pred_house,pred_kangaroo,pred_keyboard,pred_lamp,pred_lawn_mower,pred_leopard,pred_lion,pred_lizard,pred_lobster,pred_man,pred_maple_tree,pred_motorcycle,pred_mountain,pred_mouse,pred_mushroom,pred_oak_tree,pred_orange,pred_orchid,pred_otter,pred_palm_tree,pred_pear,pred_pickup_truck,pred_pine_tree,pred_plain,pred_plate,pred_poppy,pred_porcupine,pred_possum,pred_rabbit,pred_raccoon,pred_ray,pred_road,pred_rocket,pred_rose,pred_sea,pred_seal,pred_shark,pred_shrew,pred_skunk,pred_skyscraper,pred_snail,pred_snake,pred_spider,pred_squirrel,pred_streetcar,pred_sunflower,pred_sweet_pepper,pred_table,pred_tank,pred_telephone,pred_television,pred_tiger,pred_tractor,pred_train,pred_trout,pred_tulip,pred_turtle,pred_wardrobe,pred_whale,pred_willow_tree,pred_wolf,pred_woman,pred_worm
2
+ true_apple,95,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
3
+ true_aquarium_fish,0,87,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0
4
+ true_baby,1,0,61,0,0,1,1,0,0,0,0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,16,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
5
+ true_bear,0,0,0,38,15,0,2,0,0,0,0,0,0,0,0,0,0,0,0,7,0,4,0,0,0,0,0,0,0,0,0,5,0,0,0,1,0,0,1,0,0,0,2,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,1,0,0,0,0,0,10,0,2,3,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0
6
+ true_beaver,0,0,0,1,67,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,4,0,0,0,0,1,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0,3,0,0,0,0,3,0,0,0,1,0,0,0,4,1,1,0,0,0,0,0,0,0,0,4,0,0,2,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0
7
+ true_bed,0,0,0,0,0,75,0,0,0,0,0,0,1,0,0,0,0,0,0,0,3,0,0,0,0,11,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,4,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0
8
+ true_bee,0,0,0,0,1,0,77,1,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,1,0,2,1,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0
9
+ true_beetle,1,0,1,0,1,0,2,67,1,0,0,0,0,0,2,0,0,0,0,0,2,0,0,0,11,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,3,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
10
+ true_bicycle,0,0,0,0,0,0,0,0,85,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,1,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0
11
+ true_bottle,0,0,0,0,0,0,0,0,0,84,0,0,1,0,1,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,3,1,0,1,0,0,0,0,0,0,0,0,0,0
12
+ true_bowl,1,1,1,0,0,0,0,0,1,1,55,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,1,0,5,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,13,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,2,0,0,1,0,0,0,0,1,0,0,0,0,0,0,2
13
+ true_boy,0,0,11,0,1,0,1,0,0,0,0,45,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,20,0,0,0,0,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,3,0
14
+ true_bridge,0,0,0,0,0,1,0,0,0,0,0,0,85,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,3,0,0,0,0,1,1,0,0,0
15
+ true_bus,0,0,0,0,0,0,0,0,1,0,0,0,2,61,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,14,0,0,1,2,1,2,0,1,4,0,0,0,0,0,0,0,0,0
16
+ true_butterfly,0,1,1,1,0,0,1,1,0,1,0,0,0,0,71,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,3,1,1,0,0,0,0,0,0,0,0,0,2,1,0,2,1,1,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0
17
+ true_camel,0,0,1,0,2,0,0,0,0,0,0,0,0,0,1,77,0,0,0,4,0,0,0,0,0,0,0,0,0,1,0,2,0,0,1,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0
18
+ true_can,0,0,0,0,0,1,0,0,0,3,4,1,0,0,0,0,78,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,1,0,0,0,0,0,0,1,0,0
19
+ true_castle,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,84,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
20
+ true_caterpillar,0,0,1,0,0,0,2,1,0,0,0,0,0,0,0,1,0,0,65,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,13,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,3,1,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0
21
+ true_cattle,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,76,1,0,0,0,0,2,0,1,0,0,0,2,0,0,0,0,0,0,4,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,1,1,0
22
+ true_chair,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,86,0,0,0,0,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,3,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
23
+ true_chimpanzee,0,0,0,4,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,85,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
24
+ true_clock,0,0,0,0,0,1,0,0,0,0,3,0,0,0,0,0,1,0,0,0,0,0,69,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0,0,1,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,9,1,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,1,0,0,1,1,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0
25
+ true_cloud,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,81,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,11,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
26
+ true_cockroach,0,0,0,0,0,0,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,82,0,2,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,4,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
27
+ true_couch,0,0,0,0,0,8,0,0,0,0,1,0,1,0,0,0,1,0,0,0,5,0,1,0,0,64,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,3,0,1,2,0,1,0,0,0,0,2,0,1,0,1,0
28
+ true_crab,0,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,71,0,0,2,0,0,1,0,0,1,0,0,0,0,0,0,0,0,2,8,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,1,2,0,0,0,0,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0
29
+ true_crocodile,0,0,0,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,1,59,0,0,1,0,3,1,0,0,0,0,1,0,0,0,5,0,13,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,2,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1
30
+ true_cup,0,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0,6,0,0,0,0,0,0,0,0,1,0,0,78,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0
31
+ true_dinosaur,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,1,3,0,68,0,0,0,0,0,0,0,1,1,0,0,0,0,0,7,1,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,1,0,1
32
+ true_dolphin,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,73,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,10,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0,0,0,0
33
+ true_elephant,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,8,0,1,0,0,0,0,0,0,0,5,0,66,0,1,0,1,1,0,3,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,3,1,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
34
+ true_flatfish,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,67,0,0,1,0,0,1,0,0,0,0,0,0,0,4,0,0,0,1,0,0,0,0,1,0,1,0,0,0,0,0,0,0,3,0,4,1,0,0,0,1,1,1,0,0,0,1,0,0,0,0,0,1,0,1,0,0,1,0,1,0,1,0,0,0,0,1,0
35
+ true_forest,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0,66,1,0,0,0,1,0,0,0,2,0,0,1,0,2,0,3,0,0,0,0,0,0,0,0,0,4,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,8,0,0,0
36
+ true_fox,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,78,0,3,0,3,0,0,0,2,3,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
37
+ true_girl,0,0,9,0,0,0,0,0,0,0,0,7,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,60,0,0,0,0,0,0,0,0,1,1,4,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,12,0
38
+ true_hamster,0,0,1,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,84,1,0,0,0,0,0,0,1,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
39
+ true_house,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,3,0,0,0,0,0,2,0,2,0,0,0,0,0,1,0,1,0,0,0,80,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,1,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0
40
+ true_kangaroo,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,1,1,0,0,0,4,0,0,0,67,0,1,0,2,0,2,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,2,1,0,0,0,0,0,2,0,2,0,0,0,0,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
41
+ true_keyboard,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,90,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1
42
+ true_lamp,0,2,0,0,0,1,1,1,1,2,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,3,0,0,0,0,1,0,1,0,0,0,0,68,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,4,0,1,2,0,0,0,0,1,0,0,0,0,0,0,1
43
+ true_lawn_mower,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,83,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,1,0,1,1,0,0,3,0,0,0,0,0,0,0,0,0,0
44
+ true_leopard,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,82,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,1,0,0,0,6,0,0,0,0,0,0,0,0,2,0,0
45
+ true_lion,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,1,0,0,1,0,0,0,1,79,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0
46
+ true_lizard,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,1,0,0,1,0,0,0,0,0,0,0,1,3,0,1,1,0,0,0,0,0,0,0,1,2,0,0,1,0,69,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,4,1,2,0,0,0,0,1,0,0,0,0,0,2,0,1,0,0,0,0,0,0
47
+ true_lobster,0,0,0,1,1,0,1,2,0,0,0,0,0,0,2,1,1,0,2,0,0,0,0,0,1,2,5,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,63,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,2,0,1,0,0,0,0,0,0,0,0,2,2,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0
48
+ true_man,0,0,2,0,0,0,0,0,1,0,0,17,0,0,0,1,0,0,0,1,0,2,0,0,0,0,0,0,1,0,0,2,3,0,0,3,0,0,0,0,0,0,0,0,0,0,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,1,7,0
49
+ true_maple_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,60,0,0,0,0,13,0,0,0,1,0,0,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,11,0,0,0
50
+ true_motorcycle,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,93,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
51
+ true_mountain,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,80,1,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1,1,1,0,0
52
+ true_mouse,0,0,2,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,2,0,0,0,6,0,2,0,0,0,2,0,1,0,0,0,0,0,53,0,0,0,0,0,0,1,0,0,0,0,0,1,3,3,1,0,0,0,0,0,1,0,11,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0
53
+ true_mushroom,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,1,0,1,0,2,0,5,0,0,1,0,0,0,73,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,2,2,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0
54
+ true_oak_tree,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,64,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0
55
+ true_orange,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,90,1,0,0,3,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
56
+ true_orchid,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,91,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0
57
+ true_otter,0,0,0,1,8,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,1,0,0,3,0,0,2,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,0,0,2,1,0,0,0,50,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,12,1,2,0,0,0,1,1,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,1,0,0
58
+ true_palm_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,3,0,0,0,1,0,0,0,0,82,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
59
+ true_pear,5,0,0,0,0,0,0,2,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,3,1,0,0,80,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0
60
+ true_pickup_truck,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,88,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0
61
+ true_pine_tree,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,4,0,2,0,0,4,0,0,0,1,0,0,75,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0
62
+ true_plain,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,84,0,0,0,0,0,0,0,3,1,0,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
63
+ true_plate,1,0,1,0,0,0,0,0,0,0,6,0,0,1,0,0,1,0,0,0,0,0,5,0,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0
64
+ true_poppy,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,82,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,6,0,0,0,0,0,0,0
65
+ true_porcupine,0,0,0,0,9,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,1,0,0,0,0,0,1,0,1,0,0,0,0,0,1,2,0,0,0,0,1,0,0,0,0,0,0,65,0,3,1,1,0,0,0,0,1,0,5,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
66
+ true_possum,0,0,1,1,3,0,0,0,0,0,0,1,0,0,0,4,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,4,0,1,0,0,0,0,2,1,0,0,0,0,0,8,0,0,0,0,4,0,0,0,0,0,0,1,0,51,3,0,0,0,0,0,0,4,0,3,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0
67
+ true_rabbit,0,1,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,2,0,0,0,0,0,0,1,1,0,0,1,0,1,0,0,0,1,0,7,0,0,1,0,0,0,0,0,0,0,0,4,1,0,0,0,1,0,0,0,0,0,0,0,0,0,62,1,0,0,0,0,0,1,3,1,0,0,0,0,0,5,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
68
+ true_raccoon,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,87,0,0,0,0,0,0,0,0,1,0,0,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0
69
+ true_ray,0,0,1,0,1,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,2,0,12,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,50,0,0,0,0,4,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,2
70
+ true_road,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,94,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0
71
+ true_rocket,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,4,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,76,0,1,0,0,0,0,5,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0,1
72
+ true_rose,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,7,0,0,0,0,0,0,0,14,0,0,0,0,0,1,0,66,0,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,0,1,0,0,0,5,0,0,0,0,0,1,0
73
+ true_sea,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,1,0,85,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0
74
+ true_seal,0,0,0,2,5,1,0,0,0,0,0,1,0,0,0,1,0,0,0,2,0,1,0,0,1,0,0,2,0,1,3,1,0,0,0,0,0,0,0,0,1,0,0,0,4,0,0,0,0,0,1,0,0,0,0,13,0,1,0,0,0,0,0,0,2,0,1,1,0,0,0,0,48,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,1,0,0
75
+ true_shark,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,15,0,2,0,0,0,0,0,0,0,0,0,1,0,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,6,0,0,0,0,1,58,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,3,0,1,0,2,0,0,0,1
76
+ true_shrew,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,2,0,0,1,0,1,0,0,1,1,1,3,1,0,0,0,0,13,1,0,0,0,4,0,0,0,0,0,0,0,1,0,1,1,1,0,0,0,0,0,0,49,1,0,1,1,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1
77
+ true_skunk,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,87,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
78
+ true_skyscraper,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,89,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0
79
+ true_snail,0,0,0,0,2,0,2,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,1,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,1,3,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,2,0,0,65,0,1,1,0,0,1,0,1,0,0,1,0,0,0,1,2,0,0,0,0,0,0
80
+ true_snake,0,1,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,3,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,8,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,67,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,11
81
+ true_spider,0,0,0,0,0,0,1,2,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,5,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,3,3,0,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
82
+ true_squirrel,0,0,0,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,2,0,3,0,0,0,3,0,3,0,0,0,0,0,4,2,0,0,0,4,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0,0,2,0,1,1,0,0,0,0,59,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0
83
+ true_streetcar,0,0,0,0,0,0,0,0,0,0,0,0,2,8,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,75,0,0,0,0,0,0,0,2,9,0,0,0,0,0,0,0,0,0
84
+ true_sunflower,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,92,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
85
+ true_sweet_pepper,4,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,3,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,3,0,0,0,0,0,0,0,7,0,0,0,4,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,67,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
86
+ true_table,0,0,0,0,0,4,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1,0,0,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,75,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
87
+ true_tank,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,88,0,0,0,0,1,0,0,0,0,0,0,0,0,0
88
+ true_telephone,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,0,7,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,78,2,0,0,0,0,0,0,2,0,0,0,0,0
89
+ true_television,0,0,0,0,0,3,0,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,1,0,0,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,2,81,0,0,0,0,0,0,2,0,0,0,0,0
90
+ true_tiger,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,85,0,0,0,0,0,0,0,1,0,0,0
91
+ true_tractor,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,90,1,0,0,0,0,0,0,0,0,0
92
+ true_train,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0,1,0,3,87,0,0,0,0,0,0,0,0,0
93
+ true_trout,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,0,2,0,0,0,0,1,0,0,0,0,0,0,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,0,1,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,79,0,0,0,0,0,0,0,0
94
+ true_tulip,0,1,0,0,0,0,0,1,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0,0,1,0,0,12,0,0,0,0,0,0,0,9,0,0,0,0,0,0,0,0,1,0,0,2,3,0,0,0,0,0,0,0,1,56,0,0,0,0,0,0,0
95
+ true_turtle,0,1,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0,3,0,3,0,0,0,0,0,0,0,0,0,0,0,8,1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,3,2,0,1,0,1,2,1,1,0,0,0,0,0,1,0,0,0,0,0,0,61,0,0,0,1,0,0
96
+ true_wardrobe,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,3,0,0,0,0,0,0,88,0,0,0,0,0
97
+ true_whale,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,13,0,0,0,0,1,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,3,12,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,63,0,0,0,0
98
+ true_willow_tree,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,12,0,1,0,0,6,0,0,0,0,0,0,4,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,63,0,0,0
99
+ true_wolf,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,1,0,0,0,4,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,80,0,0
100
+ true_woman,0,0,6,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,19,0,0,0,0,0,0,0,0,1,0,18,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,47,0
101
+ true_worm,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,1,11,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,77
runs/p1-resnet110-cifar100-base-s1/metrics/exit_metrics.csv ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ exit,depth_fraction,rho,flops,stage_cut,feature_dim
2
+ 1,0.2037037037037037,0.20807834688052018,106237120,11,16
3
+ 2,0.4074074074074074,0.40964241142767177,209148288,22,32
4
+ 3,0.5925925925925926,0.5957647638096317,304175488,32,32
5
+ 4,0.7962962962962963,0.7959713937164653,406393600,43,64
6
+ 5,1.0,1.0,510563072,54,64
runs/p1-resnet110-cifar100-base-s1/metrics/final.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ run_id,arch,family,dataset,seed,phase,method,config_hash,sample_order_hash,baseline_run_id,num_epochs_planned,num_epochs_run,started_utc,completed_utc,account,worker_id,msc_lib_version,torch_version,cuda_version,driver_version,gpu_names,n_gpus,top1_accuracy,top5_accuracy,val_loss,f1_macro,f1_micro,f1_weighted,precision_macro,precision_micro,precision_weighted,recall_macro,recall_micro,recall_weighted,balanced_accuracy,cohen_kappa,matthews_corrcoef,worst_class_f1,best_class_f1,n_classes_below_50pct_f1,ece,mce,nll,brier,confidence_mean,overconfidence_gap,params_total,params_trainable,params_nonzero,sparsity_pct,model_size_mb,model_size_mb_fp16,model_size_mb_int8,flops,macs,flops_per_param,n_layers,n_conv_layers,n_linear_layers,latency_bs1_mean_ms,latency_bs1_median_ms,latency_bs1_p90_ms,latency_bs1_p99_ms,latency_bs1_std_ms,latency_bs32_median_ms,latency_bs128_median_ms,throughput_bs1_img_s,throughput_bs32_img_s,throughput_bs128_img_s,warmup_batches_discarded,n_repeats,train_energy_j,train_energy_kwh,train_co2_kg,total_gpu_hours,inference_energy_j_per_image,inference_power_mean_w,inference_co2_g_per_1k_images,energy_per_accuracy_point,energy_reduction_pct,accuracy_change_pts,compression_ratio,speedup_vs_baseline,flops_reduction_pct,exit_accuracies_json,msc_mean_depth_tau0.1,msc_std_depth_tau0.1,frac_irreducible_tau0.1,reference_accuracy,accuracy_gap_vs_reference,recipe_ok
2
+ p1-resnet110-cifar100-base-s1,resnet110,resnet,cifar100,1,p1,base,4d8151a1d837c075f0813765a928d341deaf886ec1c24e307afc580ec03d4c15,NA,self,240,240,NA,2026-08-03T19:18:14Z,NA,2,1.0.0,2.10.0+cu128,12.8,580.159.04,Tesla T4;Tesla T4,2,0.7294,0.9334,0.9692203740119935,0.7301842517059619,0.7294,0.7301842517059619,0.7380776900972008,0.7294,0.7380776900972009,0.7293999999999999,0.7294,0.7294,0.7293999999999999,0.7266666666666667,0.7267625689481338,0.46601941747572817,0.93,4,0.06698006377071142,0.13576044020105582,0.9692211151123047,0.3731009066104889,0.7962996363639832,0.0668996363639831,1736564,0,1736564,0.0,6.656929016113281,3.3284645080566406,1.6642322540283203,510562816,255281408,294.0074860471598,335,111,1,11.234861166664512,11.333330966666228,11.47209183333113,11.497431153333006,0.23479969229196698,11.360072133334143,35.00690016666492,88.23531254325985,2816.8835219013795,3656.4220022510626,10,5,962399.3261838165,0.26733314616217124,0.12698324442703132,3.6601522841056187,0.6659352023277366,30.023766666666663,0.08786645030713192,0.0036651103120670585,0.0,0.0,1.0,1.0,0.0,NA,NA,NA,NA,74.31,1.3700000000000045,False
runs/p1-resnet110-cifar100-base-s1/metrics/final.json ADDED
@@ -0,0 +1,93 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run_id": "p1-resnet110-cifar100-base-s1",
3
+ "arch": "resnet110",
4
+ "family": "resnet",
5
+ "dataset": "cifar100",
6
+ "seed": 1,
7
+ "phase": "p1",
8
+ "method": "base",
9
+ "config_hash": "4d8151a1d837c075f0813765a928d341deaf886ec1c24e307afc580ec03d4c15",
10
+ "sample_order_hash": "NA",
11
+ "baseline_run_id": "self",
12
+ "num_epochs_planned": 240,
13
+ "num_epochs_run": 240,
14
+ "started_utc": "NA",
15
+ "completed_utc": "2026-08-03T19:18:14Z",
16
+ "account": "NA",
17
+ "worker_id": 2,
18
+ "msc_lib_version": "1.0.0",
19
+ "torch_version": "2.10.0+cu128",
20
+ "cuda_version": "12.8",
21
+ "driver_version": "580.159.04",
22
+ "gpu_names": "Tesla T4;Tesla T4",
23
+ "n_gpus": 2,
24
+ "top1_accuracy": 0.7294,
25
+ "top5_accuracy": 0.9334,
26
+ "val_loss": 0.9692203740119935,
27
+ "f1_macro": 0.7301842517059619,
28
+ "f1_micro": 0.7294,
29
+ "f1_weighted": 0.7301842517059619,
30
+ "precision_macro": 0.7380776900972008,
31
+ "precision_micro": 0.7294,
32
+ "precision_weighted": 0.7380776900972009,
33
+ "recall_macro": 0.7293999999999999,
34
+ "recall_micro": 0.7294,
35
+ "recall_weighted": 0.7294,
36
+ "balanced_accuracy": 0.7293999999999999,
37
+ "cohen_kappa": 0.7266666666666667,
38
+ "matthews_corrcoef": 0.7267625689481338,
39
+ "ece": 0.06698006377071142,
40
+ "mce": 0.13576044020105582,
41
+ "nll": 0.9692211151123047,
42
+ "brier": 0.3731009066104889,
43
+ "confidence_mean": 0.7962996363639832,
44
+ "overconfidence_gap": 0.0668996363639831,
45
+ "params_total": 1736564,
46
+ "params_trainable": 0,
47
+ "params_nonzero": 1736564,
48
+ "sparsity_pct": 0.0,
49
+ "model_size_mb": 6.656929016113281,
50
+ "model_size_mb_fp16": 3.3284645080566406,
51
+ "model_size_mb_int8": 1.6642322540283203,
52
+ "flops": 510562816,
53
+ "macs": 255281408,
54
+ "flops_per_param": 294.0074860471598,
55
+ "n_layers": 335,
56
+ "n_conv_layers": 111,
57
+ "n_linear_layers": 1,
58
+ "warmup_batches_discarded": 10,
59
+ "n_repeats": 5,
60
+ "latency_bs1_median_ms": 11.333330966666228,
61
+ "throughput_bs1_img_s": 88.23531254325985,
62
+ "latency_bs1_mean_ms": 11.234861166664512,
63
+ "latency_bs1_p90_ms": 11.47209183333113,
64
+ "latency_bs1_p99_ms": 11.497431153333006,
65
+ "latency_bs1_std_ms": 0.23479969229196698,
66
+ "inference_energy_j_per_image": 0.6659352023277366,
67
+ "inference_power_mean_w": 30.023766666666663,
68
+ "latency_bs32_median_ms": 11.360072133334143,
69
+ "throughput_bs32_img_s": 2816.8835219013795,
70
+ "latency_bs128_median_ms": 35.00690016666492,
71
+ "throughput_bs128_img_s": 3656.4220022510626,
72
+ "train_energy_j": 962399.3261838165,
73
+ "train_energy_kwh": 0.26733314616217124,
74
+ "train_co2_kg": 0.12698324442703132,
75
+ "total_gpu_hours": 3.6601522841056187,
76
+ "inference_co2_g_per_1k_images": 0.08786645030713192,
77
+ "energy_per_accuracy_point": 0.0036651103120670585,
78
+ "reference_accuracy": 74.31,
79
+ "accuracy_change_pts": 0.0,
80
+ "compression_ratio": 1.0,
81
+ "speedup_vs_baseline": 1.0,
82
+ "flops_reduction_pct": 0.0,
83
+ "energy_reduction_pct": 0.0,
84
+ "accuracy_gap_vs_reference": 1.3700000000000045,
85
+ "recipe_ok": false,
86
+ "worst_class_f1": 0.46601941747572817,
87
+ "best_class_f1": 0.93,
88
+ "n_classes_below_50pct_f1": 4,
89
+ "exit_accuracies_json": "NA",
90
+ "msc_mean_depth_tau0.1": "NA",
91
+ "msc_std_depth_tau0.1": "NA",
92
+ "frac_irreducible_tau0.1": "NA"
93
+ }
runs/p1-resnet110-cifar100-base-s1/metrics/inference_bench.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ warmup_batches_discarded,n_repeats,latency_bs1_median_ms,throughput_bs1_img_s,latency_bs1_mean_ms,latency_bs1_p90_ms,latency_bs1_p99_ms,latency_bs1_std_ms,inference_energy_j_per_image,inference_power_mean_w,latency_bs32_median_ms,throughput_bs32_img_s,latency_bs128_median_ms,throughput_bs128_img_s
2
+ 10,5,11.333330966666228,88.23531254325985,11.234861166664512,11.47209183333113,11.497431153333006,0.23479969229196698,0.6659352023277366,30.023766666666663,11.360072133334143,2816.8835219013795,35.00690016666492,3656.4220022510626
runs/p1-resnet110-cifar100-base-s1/metrics/per_class.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class_index,class_name,precision,recall,f1,support,accuracy
2
+ 0,apple,0.8558558558558559,0.95,0.9004739336492891,100,0.95
3
+ 1,aquarium_fish,0.8529411764705882,0.87,0.8613861386138614,100,0.87
4
+ 2,baby,0.6039603960396039,0.61,0.6069651741293532,100,0.61
5
+ 3,bear,0.6909090909090909,0.38,0.49032258064516127,100,0.38
6
+ 4,beaver,0.42138364779874216,0.67,0.5173745173745173,100,0.67
7
+ 5,bed,0.7575757575757576,0.75,0.7537688442211056,100,0.75
8
+ 6,bee,0.77,0.77,0.77,100,0.77
9
+ 7,beetle,0.788235294117647,0.67,0.7243243243243244,100,0.67
10
+ 8,bicycle,0.8673469387755102,0.85,0.8585858585858586,100,0.85
11
+ 9,bottle,0.865979381443299,0.84,0.8527918781725888,100,0.84
12
+ 10,bowl,0.6626506024096386,0.55,0.6010928961748634,100,0.55
13
+ 11,boy,0.5232558139534884,0.45,0.4838709677419355,100,0.45
14
+ 12,bridge,0.8252427184466019,0.85,0.8374384236453202,100,0.85
15
+ 13,bus,0.8243243243243243,0.61,0.7011494252873564,100,0.61
16
+ 14,butterfly,0.7395833333333334,0.71,0.7244897959183674,100,0.71
17
+ 15,camel,0.7623762376237624,0.77,0.7661691542288557,100,0.77
18
+ 16,can,0.7090909090909091,0.78,0.7428571428571429,100,0.78
19
+ 17,castle,0.9230769230769231,0.84,0.8795811518324608,100,0.84
20
+ 18,caterpillar,0.7831325301204819,0.65,0.7103825136612022,100,0.65
21
+ 19,cattle,0.672566371681416,0.76,0.7136150234741784,100,0.76
22
+ 20,chair,0.86,0.86,0.86,100,0.86
23
+ 21,chimpanzee,0.8854166666666666,0.85,0.8673469387755102,100,0.85
24
+ 22,clock,0.8313253012048193,0.69,0.7540983606557377,100,0.69
25
+ 23,cloud,0.81,0.81,0.81,100,0.81
26
+ 24,cockroach,0.780952380952381,0.82,0.8,100,0.82
27
+ 25,couch,0.5925925925925926,0.64,0.6153846153846154,100,0.64
28
+ 26,crab,0.6826923076923077,0.71,0.696078431372549,100,0.71
29
+ 27,crocodile,0.6344086021505376,0.59,0.6113989637305699,100,0.59
30
+ 28,cup,0.8764044943820225,0.78,0.8253968253968254,100,0.78
31
+ 29,dinosaur,0.7816091954022989,0.68,0.7272727272727273,100,0.68
32
+ 30,dolphin,0.6134453781512605,0.73,0.6666666666666666,100,0.73
33
+ 31,elephant,0.7857142857142857,0.66,0.717391304347826,100,0.66
34
+ 32,flatfish,0.6090909090909091,0.67,0.638095238095238,100,0.67
35
+ 33,forest,0.6875,0.66,0.673469387755102,100,0.66
36
+ 34,fox,0.8297872340425532,0.78,0.8041237113402062,100,0.78
37
+ 35,girl,0.46511627906976744,0.6,0.5240174672489083,100,0.6
38
+ 36,hamster,0.7850467289719626,0.84,0.8115942028985508,100,0.84
39
+ 37,house,0.8421052631578947,0.8,0.8205128205128205,100,0.8
40
+ 38,kangaroo,0.638095238095238,0.67,0.6536585365853659,100,0.67
41
+ 39,keyboard,0.8737864077669902,0.9,0.8866995073891626,100,0.9
42
+ 40,lamp,0.7083333333333334,0.68,0.6938775510204082,100,0.68
43
+ 41,lawn_mower,0.8924731182795699,0.83,0.8601036269430051,100,0.83
44
+ 42,leopard,0.6612903225806451,0.82,0.7321428571428571,100,0.82
45
+ 43,lion,0.8494623655913979,0.79,0.8186528497409327,100,0.79
46
+ 44,lizard,0.3689839572192513,0.69,0.4808362369337979,100,0.69
47
+ 45,lobster,0.5727272727272728,0.63,0.6,100,0.63
48
+ 46,man,0.5094339622641509,0.54,0.5242718446601942,100,0.54
49
+ 47,maple_tree,0.6,0.6,0.6,100,0.6
50
+ 48,motorcycle,0.93,0.93,0.93,100,0.93
51
+ 49,mountain,0.8333333333333334,0.8,0.8163265306122449,100,0.8
52
+ 50,mouse,0.4953271028037383,0.53,0.5120772946859904,100,0.53
53
+ 51,mushroom,0.7525773195876289,0.73,0.7411167512690355,100,0.73
54
+ 52,oak_tree,0.735632183908046,0.64,0.6844919786096256,100,0.64
55
+ 53,orange,0.8490566037735849,0.9,0.8737864077669902,100,0.9
56
+ 54,orchid,0.7647058823529411,0.91,0.8310502283105022,100,0.91
57
+ 55,otter,0.5263157894736842,0.5,0.5128205128205128,100,0.5
58
+ 56,palm_tree,0.9425287356321839,0.82,0.8770053475935828,100,0.82
59
+ 57,pear,0.8247422680412371,0.8,0.8121827411167513,100,0.8
60
+ 58,pickup_truck,0.8979591836734694,0.88,0.8888888888888888,100,0.88
61
+ 59,pine_tree,0.5905511811023622,0.75,0.6607929515418502,100,0.75
62
+ 60,plain,0.875,0.84,0.8571428571428571,100,0.84
63
+ 61,plate,0.7129629629629629,0.77,0.7403846153846154,100,0.77
64
+ 62,poppy,0.640625,0.82,0.7192982456140351,100,0.82
65
+ 63,porcupine,0.7831325301204819,0.65,0.7103825136612022,100,0.65
66
+ 64,possum,0.68,0.51,0.5828571428571429,100,0.51
67
+ 65,rabbit,0.6666666666666666,0.62,0.6424870466321243,100,0.62
68
+ 66,raccoon,0.8365384615384616,0.87,0.8529411764705882,100,0.87
69
+ 67,ray,0.625,0.5,0.5555555555555556,100,0.5
70
+ 68,road,0.912621359223301,0.94,0.9261083743842364,100,0.94
71
+ 69,rocket,0.8085106382978723,0.76,0.7835051546391752,100,0.76
72
+ 70,rose,0.8048780487804879,0.66,0.7252747252747253,100,0.66
73
+ 71,sea,0.7589285714285714,0.85,0.8018867924528302,100,0.85
74
+ 72,seal,0.4528301886792453,0.48,0.46601941747572817,100,0.48
75
+ 73,shark,0.5178571428571429,0.58,0.5471698113207547,100,0.58
76
+ 74,shrew,0.5104166666666666,0.49,0.5,100,0.49
77
+ 75,skunk,0.8877551020408163,0.87,0.8787878787878788,100,0.87
78
+ 76,skyscraper,0.898989898989899,0.89,0.8944723618090452,100,0.89
79
+ 77,snail,0.7471264367816092,0.65,0.6951871657754011,100,0.65
80
+ 78,snake,0.6146788990825688,0.67,0.6411483253588517,100,0.67
81
+ 79,spider,0.7333333333333333,0.77,0.751219512195122,100,0.77
82
+ 80,squirrel,0.6145833333333334,0.59,0.6020408163265306,100,0.59
83
+ 81,streetcar,0.6818181818181818,0.75,0.7142857142857143,100,0.75
84
+ 82,sunflower,0.9019607843137255,0.92,0.9108910891089109,100,0.92
85
+ 83,sweet_pepper,0.7790697674418605,0.67,0.7204301075268817,100,0.67
86
+ 84,table,0.6696428571428571,0.75,0.7075471698113207,100,0.75
87
+ 85,tank,0.8888888888888888,0.88,0.8844221105527639,100,0.88
88
+ 86,telephone,0.7722772277227723,0.78,0.7761194029850746,100,0.78
89
+ 87,television,0.7941176470588235,0.81,0.801980198019802,100,0.81
90
+ 88,tiger,0.7870370370370371,0.85,0.8173076923076923,100,0.85
91
+ 89,tractor,0.782608695652174,0.9,0.8372093023255814,100,0.9
92
+ 90,train,0.7767857142857143,0.87,0.8207547169811321,100,0.87
93
+ 91,trout,0.8681318681318682,0.79,0.8272251308900523,100,0.79
94
+ 92,tulip,0.717948717948718,0.56,0.6292134831460674,100,0.56
95
+ 93,turtle,0.7261904761904762,0.61,0.6630434782608695,100,0.61
96
+ 94,wardrobe,0.9072164948453608,0.88,0.8934010152284264,100,0.88
97
+ 95,whale,0.8076923076923077,0.63,0.7078651685393258,100,0.63
98
+ 96,willow_tree,0.6057692307692307,0.63,0.6176470588235294,100,0.63
99
+ 97,wolf,0.8,0.8,0.8,100,0.8
100
+ 98,woman,0.6103896103896104,0.47,0.5310734463276836,100,0.47
101
+ 99,worm,0.7777777777777778,0.77,0.7738693467336684,100,0.77
runs/p1-resnet20-cifar100-base-s1/metrics/calibration.csv ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ bin_lo,bin_hi,count,confidence,accuracy,gap
2
+ 0.0,0.06666666666666667,0,NA,NA,NA
3
+ 0.06666666666666667,0.13333333333333333,17,0.12109845876693726,0.058823529411764705,-0.06227492935517255
4
+ 0.13333333333333333,0.2,117,0.17400290071964264,0.1794871794871795,0.005484278767536849
5
+ 0.2,0.26666666666666666,247,0.23585835099220276,0.21862348178137653,-0.01723486921082623
6
+ 0.26666666666666666,0.3333333333333333,378,0.3020375072956085,0.28835978835978837,-0.013677718935820149
7
+ 0.3333333333333333,0.4,482,0.36706551909446716,0.3112033195020747,-0.05586219959239247
8
+ 0.4,0.4666666666666667,545,0.4343038499355316,0.4036697247706422,-0.030634125164889392
9
+ 0.4666666666666667,0.5333333333333333,593,0.500755250453949,0.4300168634064081,-0.07073838704754087
10
+ 0.5333333333333333,0.6,529,0.5654180645942688,0.5085066162570888,-0.05691144833717998
11
+ 0.6,0.6666666666666666,556,0.6312785744667053,0.539568345323741,-0.09171022914296434
12
+ 0.6666666666666666,0.7333333333333333,542,0.7000038623809814,0.6051660516605166,-0.09483781072046482
13
+ 0.7333333333333333,0.8,560,0.7661120891571045,0.6642857142857143,-0.10182637487139024
14
+ 0.8,0.8666666666666667,668,0.8347282409667969,0.7290419161676647,-0.1056863247991322
15
+ 0.8666666666666667,0.9333333333333333,918,0.9028275012969971,0.8148148148148148,-0.0880126864821823
16
+ 0.9333333333333333,1.0,3848,0.9838331341743469,0.9646569646569647,-0.019176169517382213
runs/p1-resnet20-cifar100-base-s1/metrics/confusion_matrix.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ,pred_apple,pred_aquarium_fish,pred_baby,pred_bear,pred_beaver,pred_bed,pred_bee,pred_beetle,pred_bicycle,pred_bottle,pred_bowl,pred_boy,pred_bridge,pred_bus,pred_butterfly,pred_camel,pred_can,pred_castle,pred_caterpillar,pred_cattle,pred_chair,pred_chimpanzee,pred_clock,pred_cloud,pred_cockroach,pred_couch,pred_crab,pred_crocodile,pred_cup,pred_dinosaur,pred_dolphin,pred_elephant,pred_flatfish,pred_forest,pred_fox,pred_girl,pred_hamster,pred_house,pred_kangaroo,pred_keyboard,pred_lamp,pred_lawn_mower,pred_leopard,pred_lion,pred_lizard,pred_lobster,pred_man,pred_maple_tree,pred_motorcycle,pred_mountain,pred_mouse,pred_mushroom,pred_oak_tree,pred_orange,pred_orchid,pred_otter,pred_palm_tree,pred_pear,pred_pickup_truck,pred_pine_tree,pred_plain,pred_plate,pred_poppy,pred_porcupine,pred_possum,pred_rabbit,pred_raccoon,pred_ray,pred_road,pred_rocket,pred_rose,pred_sea,pred_seal,pred_shark,pred_shrew,pred_skunk,pred_skyscraper,pred_snail,pred_snake,pred_spider,pred_squirrel,pred_streetcar,pred_sunflower,pred_sweet_pepper,pred_table,pred_tank,pred_telephone,pred_television,pred_tiger,pred_tractor,pred_train,pred_trout,pred_tulip,pred_turtle,pred_wardrobe,pred_whale,pred_willow_tree,pred_wolf,pred_woman,pred_worm
2
+ true_apple,86,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,3,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0
3
+ true_aquarium_fish,0,85,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,1,0,0,0,0,0,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0
4
+ true_baby,1,0,60,1,0,2,1,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,0,0,1,1,0,0,0,0,0,1,1,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0
5
+ true_bear,0,0,0,46,11,0,1,0,0,0,0,0,0,0,0,3,0,0,0,1,0,5,0,0,0,0,0,0,1,1,0,5,0,0,1,0,0,0,1,0,0,0,1,2,0,0,0,0,0,0,0,1,0,0,0,5,0,0,0,0,0,0,0,1,0,1,1,0,1,0,0,0,5,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0,2,0,0,0,0
6
+ true_beaver,0,0,0,1,58,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,4,0,0,0,0,0,0,0,5,2,2,1,1,0,0,0,0,2,0,9,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,1,0
7
+ true_bed,0,0,1,0,0,75,0,0,0,0,0,0,0,2,0,0,0,1,0,0,2,0,0,0,0,10,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1
8
+ true_bee,0,0,0,1,0,0,75,1,0,0,0,0,0,0,1,0,0,0,3,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,1,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,0
9
+ true_beetle,0,0,1,0,0,0,1,68,1,0,0,0,0,0,2,0,0,0,1,0,1,1,0,0,10,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,4,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
10
+ true_bicycle,0,0,0,0,0,0,0,0,84,0,0,0,2,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,1,1,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1
11
+ true_bottle,0,0,0,0,0,0,0,0,0,80,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,2,0,0,0,0,1,0,0,0,2,0
12
+ true_bowl,0,1,0,0,0,0,0,0,0,0,56,0,0,0,0,0,2,0,1,1,0,0,4,0,0,1,2,0,1,0,0,0,1,0,0,2,0,0,0,0,1,0,0,0,1,0,0,0,0,0,1,0,0,2,0,0,0,1,0,0,0,7,0,0,0,2,0,1,0,0,1,0,0,1,0,0,0,2,1,0,0,0,0,1,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2
13
+ true_boy,0,0,15,0,1,0,1,0,0,0,0,45,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,1,0,0,12,0,0,0,0,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,5,0
14
+ true_bridge,0,0,0,0,0,1,0,0,0,0,0,0,76,2,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,2,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,2,1,0,3,0,0,0,0,0,0,0,1,0,2,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0
15
+ true_bus,0,0,0,0,0,0,0,0,1,0,0,0,3,60,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,17,0,0,1,1,0,1,0,2,3,0,0,0,0,0,0,0,0,0
16
+ true_butterfly,0,1,1,1,0,0,1,3,0,0,0,0,0,0,68,0,0,1,2,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,2,2,1,0,0,1,1,0,1,1,0,2,0,0,0,1,0,0,0,0,0,0,0
17
+ true_camel,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,77,0,1,1,3,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,2,0,2,0,0,2,0,0,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
18
+ true_can,0,1,0,0,0,1,0,0,0,2,5,0,0,2,0,0,73,0,0,0,0,0,2,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,3,1,0,0,0,0,0,0,0,0,0,0,0,0
19
+ true_castle,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,86,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0
20
+ true_caterpillar,0,0,0,0,0,0,2,0,0,0,0,0,1,0,3,0,0,0,65,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,9,1,0,0,0,0,0,1,0,0,0,1,2,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,0,0,0,0,2,0,1,0,0,0,1,2,0,0,0,0,0,0,3,0,0,0,0,1,0,0,0
21
+ true_cattle,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,7,0,0,0,68,0,2,0,0,1,0,1,0,0,0,0,3,0,0,0,0,0,0,6,0,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0
22
+ true_chair,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,82,0,0,0,0,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0
23
+ true_chimpanzee,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,87,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
24
+ true_clock,0,0,0,0,0,0,0,0,1,0,3,0,0,1,0,0,1,0,0,0,0,0,63,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,3,0,0,0,0,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,6,0,0,0,2,0,0,0,0,1,0,0,0,0,0,1,0,2,0,0,1,1,1,0,0,3,3,1,0,0,0,0,0,0,0,0,0,0,0
25
+ true_cloud,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,84,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,1,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
26
+ true_cockroach,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,85,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0
27
+ true_couch,0,0,0,0,0,14,0,0,0,1,1,0,1,1,0,0,1,0,0,0,4,0,1,0,0,58,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,3,1,1,2,0,0,0,0,0,0,3,0,1,0,0,0
28
+ true_crab,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,66,0,0,3,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,13,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,1,0,0,1,3,0,0,1,0,1,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0
29
+ true_crocodile,0,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,4,1,0,0,0,0,0,0,0,66,0,0,0,0,1,1,0,0,0,0,1,1,0,0,2,0,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,1,3,3,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0
30
+ true_cup,0,0,0,0,0,0,0,0,0,1,7,0,0,0,0,1,6,0,1,0,0,0,0,0,0,0,0,0,75,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
31
+ true_dinosaur,0,1,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,1,2,0,71,0,1,0,0,1,0,0,2,0,0,0,0,1,1,3,1,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0,0
32
+ true_dolphin,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,65,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,3,0,1,0,0,0,8,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,0,1,0,13,0,0,0,0
33
+ true_elephant,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,5,0,2,0,0,0,0,0,0,0,4,0,67,0,0,0,1,0,0,2,0,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
34
+ true_flatfish,0,1,1,1,0,0,0,0,0,0,0,1,0,0,2,1,0,0,0,1,0,0,0,0,0,0,0,3,0,0,0,0,60,0,0,0,2,0,0,0,0,1,0,0,1,0,6,0,0,2,1,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,2,0,2,0,0,0,0,1,0
35
+ true_forest,0,0,0,0,0,1,0,0,0,0,0,0,2,0,0,1,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,57,0,0,0,1,0,0,0,0,0,0,1,0,0,2,0,3,0,0,1,0,0,1,1,0,0,2,4,0,0,0,0,3,0,0,1,0,0,0,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,1,0,1,1,1,0,1,0,8,0,0,0
36
+ true_fox,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,2,0,0,1,0,0,0,0,72,1,1,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0
37
+ true_girl,0,0,11,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,47,0,0,0,0,0,0,0,0,0,1,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,19,0
38
+ true_hamster,0,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,76,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,1,0,0,0,0,0,0,1,1,5,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
39
+ true_house,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,6,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,1,0,0,0,74,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,2,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0
40
+ true_kangaroo,0,0,0,1,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,2,1,2,0,3,0,0,3,0,0,0,59,0,0,0,3,0,0,0,0,0,0,0,2,0,0,0,1,0,1,0,0,0,0,0,0,1,0,6,1,0,0,0,0,0,1,0,3,0,0,1,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
41
+ true_keyboard,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,88,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
42
+ true_lamp,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,1,0,4,1,1,0,0,1,0,0,0,0,0,0,68,1,0,0,1,0,1,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,2,1,0,4,0,0,0,0,0,0,0,0,0,0,0,1
43
+ true_lawn_mower,0,0,2,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,84,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,1,1,0,3,0,0,0,0,0,0,0,0,0,0
44
+ true_leopard,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,2,0,0,0,0,2,0,0,0,3,0,0,0,72,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,3,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,1,3,0,0
45
+ true_lion,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,2,0,0,0,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,5,0,1,0,1,0,1,0,2,71,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,3,1,0,0,0,0,0,0,0,3,0,0
46
+ true_lizard,0,1,0,1,0,1,1,0,0,2,0,0,0,0,0,1,0,0,4,0,0,0,0,0,0,0,1,8,0,1,2,1,0,0,0,0,0,0,0,1,0,0,2,0,52,2,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,6,1,0,0,0,0,1,0,0,0,0,0,0,2,0,3,0,0,0,1,0,0
47
+ true_lobster,0,2,2,1,1,1,1,2,1,1,0,0,0,0,2,0,1,0,1,0,0,0,0,0,1,1,4,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,60,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,3,1,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
48
+ true_man,0,0,2,0,0,0,0,0,0,0,0,16,0,0,0,2,0,1,0,2,0,2,0,0,0,0,0,0,1,0,0,1,1,0,0,6,0,0,0,0,1,0,0,0,0,0,51,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,9,0
49
+ true_maple_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,62,0,0,0,0,20,0,0,0,2,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0
50
+ true_motorcycle,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,94,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0
51
+ true_mountain,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,78,0,0,0,0,0,0,0,0,0,2,3,0,0,0,0,0,0,0,1,0,0,2,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2,0,1,0,0
52
+ true_mouse,0,0,1,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,3,0,1,0,0,1,0,1,0,8,0,1,0,0,1,3,0,0,0,0,0,0,0,41,1,0,0,0,0,0,0,0,0,0,0,0,1,5,6,1,0,0,0,0,0,2,0,10,0,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,3,0,0
53
+ true_mushroom,0,3,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,2,0,1,0,3,2,0,0,2,0,0,1,0,1,0,2,0,0,0,0,0,0,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,1,0,0,0,0,0,0,0,2,0,1,0,1,0,0,0,0,1,1,0
54
+ true_oak_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,11,0,0,0,0,72,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0
55
+ true_orange,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,93,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
56
+ true_orchid,0,1,1,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,82,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0
57
+ true_otter,0,0,0,3,7,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,1,1,0,5,0,0,1,0,0,0,2,0,0,0,1,0,1,0,0,1,1,0,0,0,0,0,0,1,0,0,0,42,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,9,1,3,0,0,2,1,0,2,0,0,0,0,0,0,2,0,0,0,0,0,0,0,4,0,3,0,0
58
+ true_palm_tree,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0,82,0,1,2,0,0,0,0,0,0,0,0,1,1,0,0,0,1,0,0,1,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0
59
+ true_pear,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,3,0,3,1,0,0,72,0,0,0,1,1,0,0,0,0,1,0,0,1,0,1,0,0,0,0,2,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
60
+ true_pickup_truck,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,83,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,3,3,2,0,0,0,0,0,0,0,0
61
+ true_pine_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,3,0,0,0,0,17,0,0,1,2,0,0,60,1,0,0,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,0,0,0
62
+ true_plain,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,89,0,0,0,0,0,0,0,2,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
63
+ true_plate,0,0,0,0,1,0,0,0,0,0,8,0,0,1,0,0,2,0,0,0,0,0,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,73,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
64
+ true_poppy,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,3,0,0,0,0,0,0,0,80,0,0,0,0,0,0,0,3,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,8,0,0,0,0,0,0,0
65
+ true_porcupine,0,0,0,1,5,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,3,0,0,0,0,1,0,0,0,0,0,0,74,0,2,1,0,0,0,0,0,1,0,2,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0
66
+ true_possum,0,0,1,3,0,0,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,1,0,4,0,1,0,0,0,0,1,0,1,0,0,0,0,6,0,0,0,1,1,0,0,0,0,0,0,1,1,54,1,2,3,0,0,0,0,3,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,4,0,0
67
+ true_rabbit,0,0,0,1,0,0,0,0,0,1,0,0,0,0,1,1,0,0,1,1,0,1,0,0,0,1,1,1,0,0,1,1,0,0,1,0,2,0,3,0,0,1,0,0,0,0,0,0,0,0,3,1,0,0,0,1,0,0,0,0,0,0,0,0,3,61,0,0,0,0,0,0,2,0,1,1,0,0,0,0,3,0,0,0,1,0,0,0,0,0,0,1,1,1,1,0,0,0,0,0
68
+ true_raccoon,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,2,2,77,0,0,0,0,0,1,0,1,0,0,0,0,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0
69
+ true_ray,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,1,0,0,3,0,7,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,1,2,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,58,0,1,0,0,2,5,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,2,0,0,0,3
70
+ true_road,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,91,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
71
+ true_rocket,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,2,0,80,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,1,1,0,0,0,1,0,0,0,1
72
+ true_rose,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,1,0,0,0,2,0,0,4,0,0,0,0,0,0,0,5,0,0,0,0,0,1,0,74,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,1
73
+ true_sea,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,1,0,0,0,9,0,0,0,0,0,0,0,0,0,0,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
74
+ true_seal,0,0,1,6,2,0,0,1,0,0,0,0,1,0,0,1,0,0,0,1,0,2,0,0,0,1,0,3,0,0,6,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,0,2,0,0,0,0,14,0,0,0,0,0,0,0,2,1,2,0,1,0,0,0,0,38,1,0,1,1,2,0,0,1,0,0,0,0,1,0,0,0,0,1,0,0,1,0,2,0,0,0,0
75
+ true_shark,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,3,0,0,13,0,1,0,1,0,0,0,0,1,1,0,1,0,0,1,0,0,0,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,7,0,3,0,0,2,44,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,5,0,1,0,5,0,1,0,0
76
+ true_shrew,0,0,0,0,7,0,0,2,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,1,0,0,0,0,0,11,1,0,0,0,3,0,0,0,0,0,0,0,4,2,1,1,1,0,0,0,0,0,0,48,0,0,3,2,0,1,0,0,0,0,0,0,0,1,0,0,1,0,2,0,0,0,0,0,0
77
+ true_skunk,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,2,0,0,1,0,0,0,0,0,85,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0
78
+ true_skyscraper,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,3,0,0,1,0,0,0,84,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1
79
+ true_snail,0,1,0,0,2,0,1,3,0,0,1,0,0,0,2,0,1,0,2,0,0,0,0,0,1,0,2,0,1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,4,0,0,0,2,1,2,0,0,0,0,0,1,0,0,0,2,0,0,2,0,1,1,0,0,0,59,1,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0
80
+ true_snake,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,3,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,6,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,1,0,0,0,65,0,1,0,0,1,2,0,0,0,0,0,0,1,0,1,0,0,0,0,0,8
81
+ true_spider,0,0,0,0,0,0,4,5,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,2,1,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,77,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
82
+ true_squirrel,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,2,0,2,0,0,0,0,3,0,0,0,3,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,3,0,0,0,0,0,0,0,1,2,4,2,0,0,0,0,0,1,0,1,1,0,3,2,1,56,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,4,0,0
83
+ true_streetcar,0,0,0,0,0,0,0,0,0,0,0,0,3,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,78,0,0,0,0,1,0,0,1,6,0,0,0,0,0,0,0,0,0
84
+ true_sunflower,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,89,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0
85
+ true_sweet_pepper,3,0,0,0,0,0,1,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0,0,0,8,0,0,0,4,0,0,0,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,69,0,0,0,0,1,0,0,0,3,0,0,0,0,0,0,1
86
+ true_table,0,0,0,0,0,5,0,0,1,0,4,0,0,0,0,0,1,0,0,1,3,0,1,0,0,6,0,0,0,0,1,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,1,0,60,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0
87
+ true_tank,0,0,0,0,0,0,0,0,0,0,1,0,3,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,87,0,0,0,0,0,0,0,1,0,0,0,0,0,0
88
+ true_telephone,0,0,0,0,0,1,0,0,0,0,1,0,0,0,1,0,5,0,0,0,0,1,2,0,0,1,0,0,1,0,0,0,0,0,0,0,0,2,0,4,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,69,5,0,0,0,0,0,0,2,0,0,0,0,1
89
+ true_television,0,0,0,0,0,3,0,0,0,0,1,0,0,1,0,0,2,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,83,0,1,0,0,0,0,1,0,0,0,0,0
90
+ true_tiger,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,1,3,0,0,0,0,2,0,0,5,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,74,1,0,0,0,0,0,0,0,1,0,0
91
+ true_tractor,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,1,0,1,0,85,2,0,0,0,0,0,0,0,0,0
92
+ true_train,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,1,1,0,1,86,0,0,0,0,0,0,0,0,0
93
+ true_trout,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,1,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,82,0,0,0,0,0,0,0,0
94
+ true_tulip,0,1,0,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,2,0,0,3,4,0,0,0,0,0,0,0,0,64,0,0,0,0,0,0,1
95
+ true_turtle,0,2,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,1,3,0,1,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0,0,0,2,1,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,3,0,0,0,0,3,3,1,0,0,0,0,1,2,0,0,0,2,0,1,0,0,0,0,0,0,61,0,1,0,0,0,0
96
+ true_wardrobe,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,4,0,1,1,0,0,0,0,0,0,85,0,0,0,0,0
97
+ true_whale,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,7,0,0,0,0,0,1,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,4,0,1,1,8,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,66,0,1,0,1
98
+ true_willow_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,5,0,0,0,0,0,0,0,0,0,1,0,0,0,11,0,1,0,1,11,0,0,0,1,0,0,2,1,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,60,0,0,0
99
+ true_wolf,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,4,0,0,0,2,1,0,0,0,0,0,0,3,0,0,0,0,2,0,0,0,0,0,0,0,0,3,0,1,0,0,0,0,0,2,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,77,0,0
100
+ true_woman,0,0,4,0,0,0,0,0,0,0,0,4,0,0,0,1,0,0,0,0,0,1,0,0,0,0,1,0,0,2,0,0,0,0,0,15,0,0,0,0,0,0,0,0,1,0,12,0,0,0,0,0,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,54,0
101
+ true_worm,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,1,0,0,1,0,0,0,3,0,0,0,0,0,3,0,1,0,0,0,0,0,0,0,0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,72
runs/p1-resnet20-cifar100-base-s1/metrics/exit_metrics.csv ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ exit,depth_fraction,rho,flops,stage_cut,feature_dim
2
+ 1,0.2222222222222222,0.24406334706753563,20122816,2,16
3
+ 2,0.4444444444444444,0.4501718586505292,37116288,4,32
4
+ 3,0.5555555555555556,0.5654273800172014,46619008,5,32
5
+ 4,0.7777777777777778,0.7702838229312534,63509248,7,64
6
+ 5,1.0,1.0,82449152,9,64
runs/p1-resnet20-cifar100-base-s1/metrics/final.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ run_id,arch,family,dataset,seed,phase,method,config_hash,sample_order_hash,baseline_run_id,num_epochs_planned,num_epochs_run,started_utc,completed_utc,account,worker_id,msc_lib_version,torch_version,cuda_version,driver_version,gpu_names,n_gpus,top1_accuracy,top5_accuracy,val_loss,f1_macro,f1_micro,f1_weighted,precision_macro,precision_micro,precision_weighted,recall_macro,recall_micro,recall_weighted,balanced_accuracy,cohen_kappa,matthews_corrcoef,worst_class_f1,best_class_f1,n_classes_below_50pct_f1,ece,mce,nll,brier,confidence_mean,overconfidence_gap,params_total,params_trainable,params_nonzero,sparsity_pct,model_size_mb,model_size_mb_fp16,model_size_mb_int8,flops,macs,flops_per_param,n_layers,n_conv_layers,n_linear_layers,latency_bs1_mean_ms,latency_bs1_median_ms,latency_bs1_p90_ms,latency_bs1_p99_ms,latency_bs1_std_ms,latency_bs32_median_ms,latency_bs128_median_ms,throughput_bs1_img_s,throughput_bs32_img_s,throughput_bs128_img_s,warmup_batches_discarded,n_repeats,train_energy_j,train_energy_kwh,train_co2_kg,total_gpu_hours,inference_energy_j_per_image,inference_power_mean_w,inference_co2_g_per_1k_images,energy_per_accuracy_point,energy_reduction_pct,accuracy_change_pts,compression_ratio,speedup_vs_baseline,flops_reduction_pct,exit_accuracies_json,msc_mean_depth_tau0.1,msc_std_depth_tau0.1,frac_irreducible_tau0.1,reference_accuracy,accuracy_gap_vs_reference,recipe_ok
2
+ p1-resnet20-cifar100-base-s1,resnet20,resnet,cifar100,1,p1,base,d8f2b06e733400b58de29fd5b684501597ecac3efd0793e7982efebd60037c4d,NA,self,240,240,NA,2026-08-03T19:22:39Z,NA,2,1.0.0,2.10.0+cu128,12.8,580.159.04,Tesla T4;Tesla T4,2,0.7026,0.9216,1.074105354309082,0.7015298264166739,0.7026,0.7015298264166739,0.7029725364206243,0.7026,0.7029725364206244,0.7025999999999999,0.7026,0.7026,0.7025999999999999,0.6995959595959595,0.6996224962858296,0.39790575916230364,0.8995215311004785,8,0.05114024851769207,0.1056863247991322,1.074106216430664,0.41142430901527405,0.7536119222640991,0.05101192226409912,278324,0,278324,0.0,1.0678634643554688,0.5339317321777344,0.2669658660888672,82448896,41224448,296.23351202196,65,21,1,2.2481021133307877,2.213548866666315,2.3608346666651414,2.3695219466644635,0.0941102639245884,2.3969410333317382,6.2309659333323,451.76323642948813,13350.34928060793,20542.561357183673,10,5,240043.7311869987,0.06667881421861074,0.0316724367538401,1.2864292016956542,0.11138524030263575,29.14891666666667,0.014696663651042219,0.0009490295220411435,0.0,0.0,1.0,1.0,0.0,NA,NA,NA,NA,69.06,-1.2000000000000028,True
runs/p1-resnet20-cifar100-base-s1/metrics/final.json ADDED
@@ -0,0 +1,93 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run_id": "p1-resnet20-cifar100-base-s1",
3
+ "arch": "resnet20",
4
+ "family": "resnet",
5
+ "dataset": "cifar100",
6
+ "seed": 1,
7
+ "phase": "p1",
8
+ "method": "base",
9
+ "config_hash": "d8f2b06e733400b58de29fd5b684501597ecac3efd0793e7982efebd60037c4d",
10
+ "sample_order_hash": "NA",
11
+ "baseline_run_id": "self",
12
+ "num_epochs_planned": 240,
13
+ "num_epochs_run": 240,
14
+ "started_utc": "NA",
15
+ "completed_utc": "2026-08-03T19:22:39Z",
16
+ "account": "NA",
17
+ "worker_id": 2,
18
+ "msc_lib_version": "1.0.0",
19
+ "torch_version": "2.10.0+cu128",
20
+ "cuda_version": "12.8",
21
+ "driver_version": "580.159.04",
22
+ "gpu_names": "Tesla T4;Tesla T4",
23
+ "n_gpus": 2,
24
+ "top1_accuracy": 0.7026,
25
+ "top5_accuracy": 0.9216,
26
+ "val_loss": 1.074105354309082,
27
+ "f1_macro": 0.7015298264166739,
28
+ "f1_micro": 0.7026,
29
+ "f1_weighted": 0.7015298264166739,
30
+ "precision_macro": 0.7029725364206243,
31
+ "precision_micro": 0.7026,
32
+ "precision_weighted": 0.7029725364206244,
33
+ "recall_macro": 0.7025999999999999,
34
+ "recall_micro": 0.7026,
35
+ "recall_weighted": 0.7026,
36
+ "balanced_accuracy": 0.7025999999999999,
37
+ "cohen_kappa": 0.6995959595959595,
38
+ "matthews_corrcoef": 0.6996224962858296,
39
+ "ece": 0.05114024851769207,
40
+ "mce": 0.1056863247991322,
41
+ "nll": 1.074106216430664,
42
+ "brier": 0.41142430901527405,
43
+ "confidence_mean": 0.7536119222640991,
44
+ "overconfidence_gap": 0.05101192226409912,
45
+ "params_total": 278324,
46
+ "params_trainable": 0,
47
+ "params_nonzero": 278324,
48
+ "sparsity_pct": 0.0,
49
+ "model_size_mb": 1.0678634643554688,
50
+ "model_size_mb_fp16": 0.5339317321777344,
51
+ "model_size_mb_int8": 0.2669658660888672,
52
+ "flops": 82448896,
53
+ "macs": 41224448,
54
+ "flops_per_param": 296.23351202196,
55
+ "n_layers": 65,
56
+ "n_conv_layers": 21,
57
+ "n_linear_layers": 1,
58
+ "warmup_batches_discarded": 10,
59
+ "n_repeats": 5,
60
+ "latency_bs1_median_ms": 2.213548866666315,
61
+ "throughput_bs1_img_s": 451.76323642948813,
62
+ "latency_bs1_mean_ms": 2.2481021133307877,
63
+ "latency_bs1_p90_ms": 2.3608346666651414,
64
+ "latency_bs1_p99_ms": 2.3695219466644635,
65
+ "latency_bs1_std_ms": 0.0941102639245884,
66
+ "inference_energy_j_per_image": 0.11138524030263575,
67
+ "inference_power_mean_w": 29.14891666666667,
68
+ "latency_bs32_median_ms": 2.3969410333317382,
69
+ "throughput_bs32_img_s": 13350.34928060793,
70
+ "latency_bs128_median_ms": 6.2309659333323,
71
+ "throughput_bs128_img_s": 20542.561357183673,
72
+ "train_energy_j": 240043.7311869987,
73
+ "train_energy_kwh": 0.06667881421861074,
74
+ "train_co2_kg": 0.0316724367538401,
75
+ "total_gpu_hours": 1.2864292016956542,
76
+ "inference_co2_g_per_1k_images": 0.014696663651042219,
77
+ "energy_per_accuracy_point": 0.0009490295220411435,
78
+ "reference_accuracy": 69.06,
79
+ "accuracy_change_pts": 0.0,
80
+ "compression_ratio": 1.0,
81
+ "speedup_vs_baseline": 1.0,
82
+ "flops_reduction_pct": 0.0,
83
+ "energy_reduction_pct": 0.0,
84
+ "accuracy_gap_vs_reference": -1.2000000000000028,
85
+ "recipe_ok": true,
86
+ "worst_class_f1": 0.39790575916230364,
87
+ "best_class_f1": 0.8995215311004785,
88
+ "n_classes_below_50pct_f1": 8,
89
+ "exit_accuracies_json": "NA",
90
+ "msc_mean_depth_tau0.1": "NA",
91
+ "msc_std_depth_tau0.1": "NA",
92
+ "frac_irreducible_tau0.1": "NA"
93
+ }
runs/p1-resnet20-cifar100-base-s1/metrics/inference_bench.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ warmup_batches_discarded,n_repeats,latency_bs1_median_ms,throughput_bs1_img_s,latency_bs1_mean_ms,latency_bs1_p90_ms,latency_bs1_p99_ms,latency_bs1_std_ms,inference_energy_j_per_image,inference_power_mean_w,latency_bs32_median_ms,throughput_bs32_img_s,latency_bs128_median_ms,throughput_bs128_img_s
2
+ 10,5,2.213548866666315,451.76323642948813,2.2481021133307877,2.3608346666651414,2.3695219466644635,0.0941102639245884,0.11138524030263575,29.14891666666667,2.3969410333317382,13350.34928060793,6.2309659333323,20542.561357183673
runs/p1-resnet20-cifar100-base-s1/metrics/per_class.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class_index,class_name,precision,recall,f1,support,accuracy
2
+ 0,apple,0.9052631578947369,0.86,0.882051282051282,100,0.86
3
+ 1,aquarium_fish,0.7589285714285714,0.85,0.8018867924528302,100,0.85
4
+ 2,baby,0.5714285714285714,0.6,0.5853658536585366,100,0.6
5
+ 3,bear,0.4946236559139785,0.46,0.47668393782383417,100,0.46
6
+ 4,beaver,0.5225225225225225,0.58,0.5497630331753555,100,0.58
7
+ 5,bed,0.7009345794392523,0.75,0.7246376811594203,100,0.75
8
+ 6,bee,0.7653061224489796,0.75,0.7575757575757576,100,0.75
9
+ 7,beetle,0.7010309278350515,0.68,0.6903553299492385,100,0.68
10
+ 8,bicycle,0.875,0.84,0.8571428571428571,100,0.84
11
+ 9,bottle,0.898876404494382,0.8,0.8465608465608465,100,0.8
12
+ 10,bowl,0.5773195876288659,0.56,0.5685279187817259,100,0.56
13
+ 11,boy,0.5487804878048781,0.45,0.4945054945054945,100,0.45
14
+ 12,bridge,0.7378640776699029,0.76,0.7487684729064039,100,0.76
15
+ 13,bus,0.7228915662650602,0.6,0.6557377049180327,100,0.6
16
+ 14,butterfly,0.723404255319149,0.68,0.7010309278350515,100,0.68
17
+ 15,camel,0.6814159292035398,0.77,0.7230046948356808,100,0.77
18
+ 16,can,0.7156862745098039,0.73,0.7227722772277227,100,0.73
19
+ 17,castle,0.8269230769230769,0.86,0.8431372549019608,100,0.86
20
+ 18,caterpillar,0.6435643564356436,0.65,0.6467661691542289,100,0.65
21
+ 19,cattle,0.6938775510204082,0.68,0.6868686868686869,100,0.68
22
+ 20,chair,0.8817204301075269,0.82,0.8497409326424871,100,0.82
23
+ 21,chimpanzee,0.8055555555555556,0.87,0.8365384615384616,100,0.87
24
+ 22,clock,0.7241379310344828,0.63,0.6737967914438503,100,0.63
25
+ 23,cloud,0.8235294117647058,0.84,0.8316831683168316,100,0.84
26
+ 24,cockroach,0.8018867924528302,0.85,0.8252427184466019,100,0.85
27
+ 25,couch,0.5918367346938775,0.58,0.5858585858585859,100,0.58
28
+ 26,crab,0.7333333333333333,0.66,0.6947368421052632,100,0.66
29
+ 27,crocodile,0.528,0.66,0.5866666666666667,100,0.66
30
+ 28,cup,0.8426966292134831,0.75,0.7936507936507936,100,0.75
31
+ 29,dinosaur,0.7029702970297029,0.71,0.7064676616915423,100,0.71
32
+ 30,dolphin,0.6190476190476191,0.65,0.6341463414634146,100,0.65
33
+ 31,elephant,0.7362637362637363,0.67,0.7015706806282722,100,0.67
34
+ 32,flatfish,0.6896551724137931,0.6,0.6417112299465241,100,0.6
35
+ 33,forest,0.7037037037037037,0.57,0.6298342541436464,100,0.57
36
+ 34,fox,0.6857142857142857,0.72,0.7024390243902439,100,0.72
37
+ 35,girl,0.47959183673469385,0.47,0.47474747474747475,100,0.47
38
+ 36,hamster,0.7835051546391752,0.76,0.7715736040609137,100,0.76
39
+ 37,house,0.74,0.74,0.74,100,0.74
40
+ 38,kangaroo,0.5784313725490197,0.59,0.5841584158415841,100,0.59
41
+ 39,keyboard,0.8148148148148148,0.88,0.8461538461538461,100,0.88
42
+ 40,lamp,0.6238532110091743,0.68,0.6507177033492823,100,0.68
43
+ 41,lawn_mower,0.8842105263157894,0.84,0.8615384615384616,100,0.84
44
+ 42,leopard,0.7346938775510204,0.72,0.7272727272727273,100,0.72
45
+ 43,lion,0.7553191489361702,0.71,0.7319587628865979,100,0.71
46
+ 44,lizard,0.4482758620689655,0.52,0.48148148148148145,100,0.52
47
+ 45,lobster,0.594059405940594,0.6,0.5970149253731343,100,0.6
48
+ 46,man,0.5151515151515151,0.51,0.5125628140703518,100,0.51
49
+ 47,maple_tree,0.6739130434782609,0.62,0.6458333333333334,100,0.62
50
+ 48,motorcycle,0.8623853211009175,0.94,0.8995215311004785,100,0.94
51
+ 49,mountain,0.75,0.78,0.7647058823529411,100,0.78
52
+ 50,mouse,0.47126436781609193,0.41,0.4385026737967914,100,0.41
53
+ 51,mushroom,0.6448598130841121,0.69,0.6666666666666666,100,0.69
54
+ 52,oak_tree,0.5901639344262295,0.72,0.6486486486486487,100,0.72
55
+ 53,orange,0.8378378378378378,0.93,0.8815165876777251,100,0.93
56
+ 54,orchid,0.7592592592592593,0.82,0.7884615384615384,100,0.82
57
+ 55,otter,0.4077669902912621,0.42,0.41379310344827586,100,0.42
58
+ 56,palm_tree,0.845360824742268,0.82,0.8324873096446701,100,0.82
59
+ 57,pear,0.7912087912087912,0.72,0.7539267015706806,100,0.72
60
+ 58,pickup_truck,0.83,0.83,0.83,100,0.83
61
+ 59,pine_tree,0.6741573033707865,0.6,0.6349206349206349,100,0.6
62
+ 60,plain,0.7672413793103449,0.89,0.8240740740740741,100,0.89
63
+ 61,plate,0.7849462365591398,0.73,0.7564766839378239,100,0.73
64
+ 62,poppy,0.7476635514018691,0.8,0.7729468599033816,100,0.8
65
+ 63,porcupine,0.6915887850467289,0.74,0.714975845410628,100,0.74
66
+ 64,possum,0.5567010309278351,0.54,0.5482233502538071,100,0.54
67
+ 65,rabbit,0.5446428571428571,0.61,0.5754716981132075,100,0.61
68
+ 66,raccoon,0.8105263157894737,0.77,0.7897435897435897,100,0.77
69
+ 67,ray,0.58,0.58,0.58,100,0.58
70
+ 68,road,0.8666666666666667,0.91,0.8878048780487805,100,0.91
71
+ 69,rocket,0.7547169811320755,0.8,0.7766990291262136,100,0.8
72
+ 70,rose,0.7551020408163265,0.74,0.7474747474747475,100,0.74
73
+ 71,sea,0.7857142857142857,0.77,0.7777777777777778,100,0.77
74
+ 72,seal,0.4175824175824176,0.38,0.39790575916230364,100,0.38
75
+ 73,shark,0.5057471264367817,0.44,0.47058823529411764,100,0.44
76
+ 74,shrew,0.5274725274725275,0.48,0.5026178010471204,100,0.48
77
+ 75,skunk,0.9239130434782609,0.85,0.8854166666666666,100,0.85
78
+ 76,skyscraper,0.84,0.84,0.84,100,0.84
79
+ 77,snail,0.6781609195402298,0.59,0.6310160427807486,100,0.59
80
+ 78,snake,0.6018518518518519,0.65,0.625,100,0.65
81
+ 79,spider,0.7403846153846154,0.77,0.7549019607843137,100,0.77
82
+ 80,squirrel,0.5773195876288659,0.56,0.5685279187817259,100,0.56
83
+ 81,streetcar,0.7090909090909091,0.78,0.7428571428571429,100,0.78
84
+ 82,sunflower,0.89,0.89,0.89,100,0.89
85
+ 83,sweet_pepper,0.711340206185567,0.69,0.700507614213198,100,0.69
86
+ 84,table,0.594059405940594,0.6,0.5970149253731343,100,0.6
87
+ 85,tank,0.7909090909090909,0.87,0.8285714285714286,100,0.87
88
+ 86,telephone,0.7752808988764045,0.69,0.7301587301587301,100,0.69
89
+ 87,television,0.7477477477477478,0.83,0.7867298578199052,100,0.83
90
+ 88,tiger,0.7551020408163265,0.74,0.7474747474747475,100,0.74
91
+ 89,tractor,0.7870370370370371,0.85,0.8173076923076923,100,0.85
92
+ 90,train,0.7543859649122807,0.86,0.8037383177570093,100,0.86
93
+ 91,trout,0.7387387387387387,0.82,0.7772511848341233,100,0.82
94
+ 92,tulip,0.6956521739130435,0.64,0.6666666666666666,100,0.64
95
+ 93,turtle,0.7093023255813954,0.61,0.6559139784946236,100,0.61
96
+ 94,wardrobe,0.85,0.85,0.85,100,0.85
97
+ 95,whale,0.6666666666666666,0.66,0.6633165829145728,100,0.66
98
+ 96,willow_tree,0.6185567010309279,0.6,0.6091370558375635,100,0.6
99
+ 97,wolf,0.7129629629629629,0.77,0.7403846153846154,100,0.77
100
+ 98,woman,0.5567010309278351,0.54,0.5482233502538071,100,0.54
101
+ 99,worm,0.75,0.72,0.7346938775510204,100,0.72
runs/p1-resnet20-cifar100-base-s3/metrics/calibration.csv ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ bin_lo,bin_hi,count,confidence,accuracy,gap
2
+ 0.0,0.06666666666666667,0,NA,NA,NA
3
+ 0.06666666666666667,0.13333333333333333,19,0.11457749456167221,0.0,-0.11457749456167221
4
+ 0.13333333333333333,0.2,117,0.17264196276664734,0.09401709401709402,-0.07862486874955332
5
+ 0.2,0.26666666666666666,261,0.23662154376506805,0.2222222222222222,-0.014399321542845844
6
+ 0.26666666666666666,0.3333333333333333,361,0.30127158761024475,0.28254847645429365,-0.0187231111559511
7
+ 0.3333333333333333,0.4,472,0.36570823192596436,0.2923728813559322,-0.07333535057003215
8
+ 0.4,0.4666666666666667,536,0.43345099687576294,0.3675373134328358,-0.06591368344292714
9
+ 0.4666666666666667,0.5333333333333333,572,0.5016058683395386,0.4353146853146853,-0.06629118302485326
10
+ 0.5333333333333333,0.6,545,0.5668540000915527,0.48073394495412847,-0.08612005513742427
11
+ 0.6,0.6666666666666666,557,0.6333286166191101,0.5493716337522442,-0.08395698286686593
12
+ 0.6666666666666666,0.7333333333333333,537,0.7004809975624084,0.6126629422718808,-0.08781805529052766
13
+ 0.7333333333333333,0.8,577,0.7667313814163208,0.6481802426343154,-0.1185511387820054
14
+ 0.8,0.8666666666666667,663,0.8337346315383911,0.7209653092006033,-0.1127693223377878
15
+ 0.8666666666666667,0.9333333333333333,889,0.9014748334884644,0.8301462317210349,-0.0713286017674295
16
+ 0.9333333333333333,1.0,3894,0.9843653440475464,0.9596815613764766,-0.024683782671069743
runs/p1-resnet20-cifar100-base-s3/metrics/confusion_matrix.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ,pred_apple,pred_aquarium_fish,pred_baby,pred_bear,pred_beaver,pred_bed,pred_bee,pred_beetle,pred_bicycle,pred_bottle,pred_bowl,pred_boy,pred_bridge,pred_bus,pred_butterfly,pred_camel,pred_can,pred_castle,pred_caterpillar,pred_cattle,pred_chair,pred_chimpanzee,pred_clock,pred_cloud,pred_cockroach,pred_couch,pred_crab,pred_crocodile,pred_cup,pred_dinosaur,pred_dolphin,pred_elephant,pred_flatfish,pred_forest,pred_fox,pred_girl,pred_hamster,pred_house,pred_kangaroo,pred_keyboard,pred_lamp,pred_lawn_mower,pred_leopard,pred_lion,pred_lizard,pred_lobster,pred_man,pred_maple_tree,pred_motorcycle,pred_mountain,pred_mouse,pred_mushroom,pred_oak_tree,pred_orange,pred_orchid,pred_otter,pred_palm_tree,pred_pear,pred_pickup_truck,pred_pine_tree,pred_plain,pred_plate,pred_poppy,pred_porcupine,pred_possum,pred_rabbit,pred_raccoon,pred_ray,pred_road,pred_rocket,pred_rose,pred_sea,pred_seal,pred_shark,pred_shrew,pred_skunk,pred_skyscraper,pred_snail,pred_snake,pred_spider,pred_squirrel,pred_streetcar,pred_sunflower,pred_sweet_pepper,pred_table,pred_tank,pred_telephone,pred_television,pred_tiger,pred_tractor,pred_train,pred_trout,pred_tulip,pred_turtle,pred_wardrobe,pred_whale,pred_willow_tree,pred_wolf,pred_woman,pred_worm
2
+ true_apple,91,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
3
+ true_aquarium_fish,0,86,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0,1,0,0,0,0,2,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
4
+ true_baby,2,0,62,0,0,2,1,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,1,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1,2,0,0,1,0,0,0,1,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,1,0,0,1,1,1,0,0,0,4,0
5
+ true_bear,0,0,0,47,6,0,2,0,0,0,1,0,0,0,0,4,1,0,0,3,0,4,0,0,0,0,0,0,0,1,0,1,1,1,2,0,1,0,1,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,4,0,0,0,0,0,0,0,1,1,0,2,0,0,0,0,0,7,0,2,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0
6
+ true_beaver,0,0,0,2,52,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,6,0,0,0,0,0,0,0,4,4,1,1,0,0,0,0,0,2,0,6,0,0,2,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,5,0,0,0,0,1,0
7
+ true_bed,0,0,0,0,0,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,3,0,0,2,0,0,0,0,0,0,2,1,0,0,0,0
8
+ true_bee,0,0,0,0,0,0,79,2,0,0,0,0,0,0,2,0,0,0,3,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0
9
+ true_beetle,1,0,1,0,0,0,3,71,0,0,0,0,0,0,2,0,0,0,2,0,0,0,0,0,6,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,5,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
10
+ true_bicycle,0,0,0,0,0,0,0,0,83,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
11
+ true_bottle,0,0,0,0,0,0,0,0,0,79,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,1,0,0,0,0,0,0,0,0,3,0,0,1,0,2,0,0,1,0,0,1,0,0,0,0,0,0,0
12
+ true_bowl,0,0,0,0,0,0,0,0,0,0,54,0,0,0,1,0,3,0,0,0,0,0,3,0,0,1,0,0,8,0,0,1,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,1,0,0,0,11,0,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,2
13
+ true_boy,0,0,17,0,1,0,0,0,0,1,0,46,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,10,0,0,0,0,1,0,0,0,0,0,11,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,6,0
14
+ true_bridge,0,0,0,0,0,0,0,0,0,0,0,0,70,2,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0,2,0,0,0,2,0,1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,1,0,4,0,0,0,2,0,0,0,0,3,0,0,0,1,0,0,0,0,0
15
+ true_bus,0,0,0,0,0,0,0,0,0,0,1,0,1,66,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,11,0,0,1,2,1,3,0,0,2,0,0,0,0,0,0,0,0,0
16
+ true_butterfly,0,2,0,0,0,0,1,2,0,0,0,0,0,0,62,0,0,0,3,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0,3,1,0,0,0,0,1,1,0,1,3,0,0,0,0,0,0,0,4,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,2,0,0,0,1,0,0,1,0,1,0,0,0,1,1,0,0,0,1,0,0
17
+ true_camel,0,0,1,2,3,0,0,0,0,0,0,0,0,0,0,73,0,0,0,2,0,0,0,0,0,0,0,0,0,1,0,3,0,0,0,0,1,0,3,0,1,0,0,4,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
18
+ true_can,0,0,0,0,0,0,0,0,0,5,3,0,0,0,0,0,73,0,0,0,1,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,3,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,3,1,0,0,0,0,0,0,1,0,0,0,0,0
19
+ true_castle,0,0,0,0,0,0,0,0,0,1,0,0,1,1,0,1,0,82,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
20
+ true_caterpillar,0,1,1,0,0,1,3,0,0,0,0,0,0,0,1,0,0,0,62,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,11,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,5,2,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1
21
+ true_cattle,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,0,0,0,62,0,0,0,0,1,2,0,0,0,0,1,5,0,0,1,0,0,0,4,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,1,0,0,0,0,0,1,0,0,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0
22
+ true_chair,0,0,0,1,0,0,0,1,1,0,0,0,0,0,1,0,0,0,0,0,85,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0
23
+ true_chimpanzee,0,0,0,6,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,83,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0
24
+ true_clock,0,0,0,0,0,1,0,0,1,0,1,0,1,0,0,0,1,0,0,0,0,0,68,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,2,0,0,0,0,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,8,1,0,0,1,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,3,1,0,0,0,0,1,0,0,0,0,0,0
25
+ true_cloud,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,10,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
26
+ true_cockroach,0,0,0,0,0,0,2,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,80,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
27
+ true_couch,0,0,0,0,0,10,0,0,0,2,0,0,2,1,1,0,1,0,0,0,4,0,1,0,0,62,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,3,0,0,1,1,0,1,0,3,0,1,0,0,0
28
+ true_crab,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,66,1,0,3,0,0,1,0,0,1,0,0,0,0,1,0,1,0,2,10,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,0,1,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0
29
+ true_crocodile,0,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,3,0,0,0,0,0,0,0,3,63,0,1,1,0,0,1,1,0,0,0,1,1,0,0,2,0,4,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,2,0,1,0,0,0,0,3,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,2,0,1,0,0,0,0
30
+ true_cup,0,0,0,0,0,0,0,0,0,1,6,0,0,0,0,0,5,0,1,0,0,0,0,0,0,0,0,0,78,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
31
+ true_dinosaur,0,1,0,2,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,4,0,73,0,1,0,0,1,0,0,0,1,0,0,0,0,0,6,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
32
+ true_dolphin,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,1,63,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1,9,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0
33
+ true_elephant,0,0,0,4,1,0,0,0,0,0,0,0,0,0,0,4,1,0,0,3,0,1,0,1,0,0,0,0,0,7,0,62,1,0,0,1,0,1,2,0,0,0,0,1,0,1,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,1,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
34
+ true_flatfish,0,2,1,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1,0,0,1,0,1,0,0,64,0,0,0,1,0,0,0,0,0,1,0,0,0,4,0,0,0,1,0,0,1,0,1,0,1,0,0,0,1,0,0,1,0,0,4,0,1,0,0,0,0,1,0,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,4,0,0,0,0,0,1,0,0
35
+ true_forest,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,65,0,0,0,0,2,0,0,0,0,0,0,1,0,1,0,4,0,0,0,0,1,0,0,0,0,2,2,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,1,0,0,1,0,0,1,0,10,0,0,0
36
+ true_fox,0,0,0,1,0,0,1,1,0,0,0,1,0,0,0,3,0,0,0,1,0,0,0,0,0,0,2,1,0,0,0,0,0,0,72,0,1,0,2,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,2,0,0,0,0,0,0,1,5,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0
37
+ true_girl,0,0,14,0,0,1,0,1,0,0,0,9,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,38,0,0,0,0,0,0,0,0,1,2,5,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,22,0
38
+ true_hamster,0,1,0,2,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,2,0,75,1,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,1,0,0,1,0,0,0,0,0,1,3,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
39
+ true_house,0,0,0,0,0,2,0,0,0,1,0,0,0,2,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,71,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,1,6,0,0,3,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0
40
+ true_kangaroo,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,2,0,0,0,0,0,0,0,1,0,2,0,1,0,0,2,0,0,0,65,0,1,0,1,0,0,2,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,0,0,0,2,4,0,0,0,0,0,0,0,0,1,0,0,0,0,3,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0
41
+ true_keyboard,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,86,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,2
42
+ true_lamp,0,1,1,0,0,0,0,1,0,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,1,0,0,0,0,62,0,0,0,1,0,2,0,0,0,1,0,0,0,1,0,1,1,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,2,0,0,0,0,5,0,1,4,0,0,0,0,0,1,1,0,0,0,2,1
43
+ true_lawn_mower,0,0,0,0,0,0,0,1,1,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,87,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,2,2,1,0,2,0,0,0,0,0,0,0,0,0,0
44
+ true_leopard,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,3,0,0,0,1,3,0,0,0,2,0,0,0,73,1,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1,0,0,0,2,0,0
45
+ true_lion,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,2,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,4,1,0,0,0,0,0,0,1,74,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,2,1,0,0,0,0,0,0,0,2,0,0
46
+ true_lizard,0,1,1,0,0,0,1,0,0,1,0,0,0,0,1,1,0,0,4,0,0,0,0,0,1,0,0,6,1,1,0,1,0,0,0,0,0,0,0,2,0,0,3,0,49,1,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,1,0,1,0,1,0,1,0,0,0,0,0,1,1,0,0,2,4,2,1,0,0,0,0,1,0,0,0,0,0,2,0,3,0,0,0,0,0,1
47
+ true_lobster,0,0,2,1,0,0,1,0,0,0,0,0,0,0,3,0,1,0,0,0,0,0,0,0,2,0,6,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,1,1,60,0,0,1,0,0,0,0,0,1,0,1,1,0,0,0,1,2,0,1,0,0,2,0,0,1,1,1,0,0,0,0,0,3,1,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,0
48
+ true_man,0,0,4,0,0,0,0,0,1,0,0,14,0,0,0,2,0,0,0,1,0,2,0,0,0,0,0,0,2,0,0,1,2,0,1,5,0,0,0,0,1,0,0,0,1,0,53,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,6,0
49
+ true_maple_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,66,0,0,0,0,14,0,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,9,0,0,0
50
+ true_motorcycle,0,0,0,0,0,0,1,0,3,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,92,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
51
+ true_mountain,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,86,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,1,0,0,0
52
+ true_mouse,0,0,2,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,3,1,0,1,0,0,1,0,0,0,7,0,0,0,0,0,2,0,0,0,0,0,0,0,47,0,0,0,0,1,0,1,0,0,0,0,0,2,6,5,1,2,0,0,0,0,2,0,9,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1
53
+ true_mushroom,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,3,0,0,0,0,0,0,0,1,0,1,0,0,0,3,0,0,0,0,0,0,0,0,3,1,3,0,0,0,0,0,0,67,0,0,0,0,0,0,0,0,0,0,1,2,0,1,0,0,0,0,0,0,1,0,1,0,0,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,2,0,0,0,1,0,1
54
+ true_oak_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20,0,0,0,0,68,0,0,0,0,0,0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
55
+ true_orange,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,93,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
56
+ true_orchid,0,0,1,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,81,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0
57
+ true_otter,0,0,0,4,6,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,7,0,0,4,0,0,0,1,1,0,0,3,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,39,0,0,0,0,0,0,0,1,1,1,1,0,0,0,0,1,12,1,2,0,0,1,1,0,2,0,1,0,0,0,0,1,0,0,0,1,0,0,0,1,0,1,0,0
58
+ true_palm_tree,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,88,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0
59
+ true_pear,7,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,76,0,0,0,1,3,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0
60
+ true_pickup_truck,0,0,0,0,0,0,0,0,0,0,0,0,1,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,1,3,0,0,0,0,0,0,0,0,0
61
+ true_pine_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,1,0,0,0,0,1,0,4,0,1,0,0,13,0,0,0,1,0,0,64,1,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,0,0,0
62
+ true_plain,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,2,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,82,0,0,0,0,0,0,0,2,1,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
63
+ true_plate,0,0,1,0,0,0,0,0,0,0,8,0,0,1,0,0,3,0,0,0,0,0,9,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,3
64
+ true_poppy,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,78,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,9,0,0,0,0,0,0,0
65
+ true_porcupine,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,2,1,0,0,0,0,2,1,0,0,0,0,1,0,0,0,0,0,1,71,1,2,0,0,0,0,0,0,4,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0
66
+ true_possum,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,3,0,0,0,0,0,2,0,0,0,0,0,0,0,2,2,0,1,0,0,0,0,1,1,1,0,0,0,0,5,0,0,0,0,2,0,0,0,0,0,0,1,4,56,1,3,3,0,0,0,0,5,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1
67
+ true_rabbit,0,0,0,3,0,0,0,0,0,1,0,0,0,0,1,1,0,0,0,1,0,1,0,0,0,1,0,1,0,0,0,0,0,1,0,0,2,0,5,0,0,0,1,1,0,1,0,0,0,0,1,0,0,0,0,2,0,1,0,0,0,0,0,0,2,57,1,1,0,0,0,0,2,0,2,0,0,0,0,1,5,0,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0
68
+ true_raccoon,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,1,0,0,0,3,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,3,2,0,76,0,0,0,0,0,1,0,0,0,0,0,0,0,3,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0
69
+ true_ray,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,1,0,0,0,1,1,0,1,1,1,1,1,2,0,6,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,53,0,1,0,0,1,7,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,3,0,0,0,2
70
+ true_road,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,93,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
71
+ true_rocket,0,0,0,0,0,0,0,0,0,1,0,0,3,0,0,0,0,1,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,81,0,2,0,0,0,1,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0
72
+ true_rose,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,9,0,0,0,0,0,1,0,74,0,0,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0
73
+ true_sea,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,76,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
74
+ true_seal,0,0,0,8,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,3,0,2,4,0,0,0,0,0,0,0,0,0,1,1,0,1,1,0,0,0,0,0,0,0,0,0,0,10,0,1,0,0,0,0,0,0,2,0,2,1,0,0,0,0,44,2,0,0,1,3,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,4,0,4,0,0,0,0
75
+ true_shark,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,9,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,6,0,1,0,0,2,55,2,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,6,0,1,0,4,0,0,0,0
76
+ true_shrew,0,0,0,0,4,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,1,0,0,0,0,2,0,0,1,0,0,1,0,0,0,0,0,10,2,0,0,0,4,0,1,0,0,0,0,0,4,0,1,0,0,0,0,0,0,2,0,54,1,0,2,1,0,3,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1
77
+ true_skunk,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0,83,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0
78
+ true_skyscraper,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,5,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0,0,84,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
79
+ true_snail,0,1,0,0,2,0,2,3,0,1,0,0,0,0,1,0,0,0,2,0,0,0,2,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,2,0,1,0,0,65,0,3,1,0,0,0,0,0,0,0,1,0,0,0,0,2,0,1,0,0,0,0
80
+ true_snake,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,4,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,1,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0,60,0,1,0,1,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,9
81
+ true_spider,0,0,0,0,0,0,2,4,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,2,1,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,79,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0
82
+ true_squirrel,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,1,0,1,0,1,0,0,0,0,1,0,2,0,0,0,2,1,1,0,0,0,0,0,2,2,0,0,0,3,0,0,0,0,0,0,0,0,2,3,1,0,0,0,0,0,2,0,1,1,0,0,1,0,58,0,0,0,0,0,0,1,0,1,0,1,0,1,0,0,0,3,0,1
83
+ true_streetcar,0,0,0,0,0,0,0,0,0,0,0,0,2,12,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,73,0,0,1,0,0,0,0,1,7,0,0,0,0,0,0,0,0,0
84
+ true_sunflower,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,86,1,0,0,0,0,0,0,2,0,0,0,0,0,1,0,1,0
85
+ true_sweet_pepper,3,2,0,0,0,0,0,1,0,0,1,0,0,1,0,0,1,0,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,1,0,0,0,0,0,9,0,0,0,3,0,0,0,0,2,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
86
+ true_table,0,0,1,0,0,2,0,0,1,0,1,0,0,0,0,0,0,0,1,0,3,0,1,0,0,4,0,0,1,0,0,0,1,0,0,0,0,0,0,0,6,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,68,0,0,3,0,1,0,0,0,0,0,0,0,0,0,1
87
+ true_tank,0,1,0,1,0,0,0,0,0,0,0,0,2,0,0,1,0,1,0,0,0,2,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,82,0,0,0,1,0,0,0,0,0,0,0,0,0,0
88
+ true_telephone,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,6,0,1,3,0,0,2,0,0,0,0,0,0,0,0,0,0,4,3,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,74,2,0,0,0,0,0,0,1,0,0,0,0,0
89
+ true_television,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,3,0,0,3,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,82,0,0,0,0,0,0,3,0,0,0,0,0
90
+ true_tiger,0,0,0,1,2,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,1,1,0,0,8,5,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,1,0,0,0,70,0,0,0,0,0,0,0,0,1,0,0
91
+ true_tractor,0,0,0,0,0,0,0,1,1,0,1,0,0,2,1,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,1,0,76,2,0,0,0,0,0,0,0,0,0
92
+ true_train,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,3,0,1,0,0,0,0,0,3,82,0,0,1,0,0,0,0,0,0
93
+ true_trout,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,1,3,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,79,0,0,0,0,0,0,0,0
94
+ true_tulip,0,1,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,11,0,0,0,0,0,0,0,0,1,0,0,1,2,0,0,0,0,0,0,0,0,59,0,0,0,0,0,0,0
95
+ true_turtle,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,4,0,1,2,0,2,0,0,0,0,0,0,0,0,0,1,0,3,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,1,1,2,0,0,0,0,4,4,2,0,0,2,2,0,0,0,0,1,1,0,0,0,1,0,0,1,0,57,0,0,0,0,0,0
96
+ true_wardrobe,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,2,0,0,0,0,0,0,90,0,0,0,0,0
97
+ true_whale,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,13,0,0,0,0,0,0,0,0,0,2,0,0,0,1,1,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,3,4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,2,0,65,0,0,0,0
98
+ true_willow_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,6,0,0,0,2,0,0,0,0,0,1,0,0,0,7,0,1,0,0,13,0,0,0,0,0,0,5,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,60,0,0,0
99
+ true_wolf,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,3,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,2,0,0,0,0,0,0,0,0,2,2,2,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,77,0,0
100
+ true_woman,0,0,7,0,0,0,0,0,0,0,0,6,0,0,0,2,0,0,0,0,0,2,2,0,1,1,1,0,0,0,0,0,1,0,0,14,1,0,1,0,1,0,0,0,1,1,13,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,40,0
101
+ true_worm,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,2,0,1,0,0,0,0,0,1,0,1,0,0,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,72
runs/p1-resnet20-cifar100-base-s3/metrics/exit_metrics.csv ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ exit,depth_fraction,rho,flops,stage_cut,feature_dim
2
+ 1,0.2222222222222222,0.24406334706753563,20122816,2,16
3
+ 2,0.4444444444444444,0.4501718586505292,37116288,4,32
4
+ 3,0.5555555555555556,0.5654273800172014,46619008,5,32
5
+ 4,0.7777777777777778,0.7702838229312534,63509248,7,64
6
+ 5,1.0,1.0,82449152,9,64
runs/p1-resnet20-cifar100-base-s3/metrics/final.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ run_id,arch,family,dataset,seed,phase,method,config_hash,sample_order_hash,baseline_run_id,num_epochs_planned,num_epochs_run,started_utc,completed_utc,account,worker_id,msc_lib_version,torch_version,cuda_version,driver_version,gpu_names,n_gpus,top1_accuracy,top5_accuracy,val_loss,f1_macro,f1_micro,f1_weighted,precision_macro,precision_micro,precision_weighted,recall_macro,recall_micro,recall_weighted,balanced_accuracy,cohen_kappa,matthews_corrcoef,worst_class_f1,best_class_f1,n_classes_below_50pct_f1,ece,mce,nll,brier,confidence_mean,overconfidence_gap,params_total,params_trainable,params_nonzero,sparsity_pct,model_size_mb,model_size_mb_fp16,model_size_mb_int8,flops,macs,flops_per_param,n_layers,n_conv_layers,n_linear_layers,latency_bs1_mean_ms,latency_bs1_median_ms,latency_bs1_p90_ms,latency_bs1_p99_ms,latency_bs1_std_ms,latency_bs32_median_ms,latency_bs128_median_ms,throughput_bs1_img_s,throughput_bs32_img_s,throughput_bs128_img_s,warmup_batches_discarded,n_repeats,train_energy_j,train_energy_kwh,train_co2_kg,total_gpu_hours,inference_energy_j_per_image,inference_power_mean_w,inference_co2_g_per_1k_images,energy_per_accuracy_point,energy_reduction_pct,accuracy_change_pts,compression_ratio,speedup_vs_baseline,flops_reduction_pct,exit_accuracies_json,msc_mean_depth_tau0.1,msc_std_depth_tau0.1,frac_irreducible_tau0.1,reference_accuracy,accuracy_gap_vs_reference,recipe_ok
2
+ p1-resnet20-cifar100-base-s3,resnet20,resnet,cifar100,3,p1,base,df35caf806c3209e9c9ab1a522940204cd46536647c4fe0b0d2c13aa5648d795,NA,self,240,240,NA,2026-08-03T19:26:37Z,NA,2,1.0.0,2.10.0+cu128,12.8,580.159.04,Tesla T4;Tesla T4,2,0.6979,0.9195,1.0865402597427367,0.6976802053321107,0.6979,0.6976802053321106,0.6998848695553396,0.6979,0.6998848695553397,0.6979,0.6979,0.6979,0.6979,0.6948484848484848,0.6948755855247938,0.40414507772020725,0.9072164948453608,7,0.057331353425234564,0.1185511387820054,1.0865411758422852,0.4147612750530243,0.7552313208580017,0.057331320858001744,278324,0,278324,0.0,1.0678634643554688,0.5339317321777344,0.2669658660888672,82448896,41224448,296.23351202196,65,21,1,2.2942367533354022,2.2759055666635204,2.342507013336217,2.3557609413328464,0.039391982521926515,2.656777066673991,6.2373050666640975,439.3855415829054,12044.668858897021,20521.68342448229,10,5,225333.86312671754,0.06259273975742154,0.029731551384775227,1.1208929088380601,0.1224572362766305,26.706142857142858,0.01615755200872208,0.0008968726143777267,0.0,0.0,1.0,1.0,0.0,NA,NA,NA,NA,69.06,-0.7299999999999898,True
runs/p1-resnet20-cifar100-base-s3/metrics/final.json ADDED
@@ -0,0 +1,93 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run_id": "p1-resnet20-cifar100-base-s3",
3
+ "arch": "resnet20",
4
+ "family": "resnet",
5
+ "dataset": "cifar100",
6
+ "seed": 3,
7
+ "phase": "p1",
8
+ "method": "base",
9
+ "config_hash": "df35caf806c3209e9c9ab1a522940204cd46536647c4fe0b0d2c13aa5648d795",
10
+ "sample_order_hash": "NA",
11
+ "baseline_run_id": "self",
12
+ "num_epochs_planned": 240,
13
+ "num_epochs_run": 240,
14
+ "started_utc": "NA",
15
+ "completed_utc": "2026-08-03T19:26:37Z",
16
+ "account": "NA",
17
+ "worker_id": 2,
18
+ "msc_lib_version": "1.0.0",
19
+ "torch_version": "2.10.0+cu128",
20
+ "cuda_version": "12.8",
21
+ "driver_version": "580.159.04",
22
+ "gpu_names": "Tesla T4;Tesla T4",
23
+ "n_gpus": 2,
24
+ "top1_accuracy": 0.6979,
25
+ "top5_accuracy": 0.9195,
26
+ "val_loss": 1.0865402597427367,
27
+ "f1_macro": 0.6976802053321107,
28
+ "f1_micro": 0.6979,
29
+ "f1_weighted": 0.6976802053321106,
30
+ "precision_macro": 0.6998848695553396,
31
+ "precision_micro": 0.6979,
32
+ "precision_weighted": 0.6998848695553397,
33
+ "recall_macro": 0.6979,
34
+ "recall_micro": 0.6979,
35
+ "recall_weighted": 0.6979,
36
+ "balanced_accuracy": 0.6979,
37
+ "cohen_kappa": 0.6948484848484848,
38
+ "matthews_corrcoef": 0.6948755855247938,
39
+ "ece": 0.057331353425234564,
40
+ "mce": 0.1185511387820054,
41
+ "nll": 1.0865411758422852,
42
+ "brier": 0.4147612750530243,
43
+ "confidence_mean": 0.7552313208580017,
44
+ "overconfidence_gap": 0.057331320858001744,
45
+ "params_total": 278324,
46
+ "params_trainable": 0,
47
+ "params_nonzero": 278324,
48
+ "sparsity_pct": 0.0,
49
+ "model_size_mb": 1.0678634643554688,
50
+ "model_size_mb_fp16": 0.5339317321777344,
51
+ "model_size_mb_int8": 0.2669658660888672,
52
+ "flops": 82448896,
53
+ "macs": 41224448,
54
+ "flops_per_param": 296.23351202196,
55
+ "n_layers": 65,
56
+ "n_conv_layers": 21,
57
+ "n_linear_layers": 1,
58
+ "warmup_batches_discarded": 10,
59
+ "n_repeats": 5,
60
+ "latency_bs1_median_ms": 2.2759055666635204,
61
+ "throughput_bs1_img_s": 439.3855415829054,
62
+ "latency_bs1_mean_ms": 2.2942367533354022,
63
+ "latency_bs1_p90_ms": 2.342507013336217,
64
+ "latency_bs1_p99_ms": 2.3557609413328464,
65
+ "latency_bs1_std_ms": 0.039391982521926515,
66
+ "inference_energy_j_per_image": 0.1224572362766305,
67
+ "inference_power_mean_w": 26.706142857142858,
68
+ "latency_bs32_median_ms": 2.656777066673991,
69
+ "throughput_bs32_img_s": 12044.668858897021,
70
+ "latency_bs128_median_ms": 6.2373050666640975,
71
+ "throughput_bs128_img_s": 20521.68342448229,
72
+ "train_energy_j": 225333.86312671754,
73
+ "train_energy_kwh": 0.06259273975742154,
74
+ "train_co2_kg": 0.029731551384775227,
75
+ "total_gpu_hours": 1.1208929088380601,
76
+ "inference_co2_g_per_1k_images": 0.01615755200872208,
77
+ "energy_per_accuracy_point": 0.0008968726143777267,
78
+ "reference_accuracy": 69.06,
79
+ "accuracy_change_pts": 0.0,
80
+ "compression_ratio": 1.0,
81
+ "speedup_vs_baseline": 1.0,
82
+ "flops_reduction_pct": 0.0,
83
+ "energy_reduction_pct": 0.0,
84
+ "accuracy_gap_vs_reference": -0.7299999999999898,
85
+ "recipe_ok": true,
86
+ "worst_class_f1": 0.40414507772020725,
87
+ "best_class_f1": 0.9072164948453608,
88
+ "n_classes_below_50pct_f1": 7,
89
+ "exit_accuracies_json": "NA",
90
+ "msc_mean_depth_tau0.1": "NA",
91
+ "msc_std_depth_tau0.1": "NA",
92
+ "frac_irreducible_tau0.1": "NA"
93
+ }
runs/p1-resnet20-cifar100-base-s3/metrics/inference_bench.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ warmup_batches_discarded,n_repeats,latency_bs1_median_ms,throughput_bs1_img_s,latency_bs1_mean_ms,latency_bs1_p90_ms,latency_bs1_p99_ms,latency_bs1_std_ms,inference_energy_j_per_image,inference_power_mean_w,latency_bs32_median_ms,throughput_bs32_img_s,latency_bs128_median_ms,throughput_bs128_img_s
2
+ 10,5,2.2759055666635204,439.3855415829054,2.2942367533354022,2.342507013336217,2.3557609413328464,0.039391982521926515,0.1224572362766305,26.706142857142858,2.656777066673991,12044.668858897021,6.2373050666640975,20521.68342448229
runs/p1-resnet20-cifar100-base-s3/metrics/per_class.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class_index,class_name,precision,recall,f1,support,accuracy
2
+ 0,apple,0.875,0.91,0.8921568627450981,100,0.91
3
+ 1,aquarium_fish,0.7962962962962963,0.86,0.8269230769230769,100,0.86
4
+ 2,baby,0.5210084033613446,0.62,0.5662100456621004,100,0.62
5
+ 3,bear,0.4895833333333333,0.47,0.47959183673469385,100,0.47
6
+ 4,beaver,0.52,0.52,0.52,100,0.52
7
+ 5,bed,0.7659574468085106,0.72,0.7422680412371134,100,0.72
8
+ 6,bee,0.7247706422018348,0.79,0.7559808612440191,100,0.79
9
+ 7,beetle,0.696078431372549,0.71,0.7029702970297029,100,0.71
10
+ 8,bicycle,0.8829787234042553,0.83,0.8556701030927835,100,0.83
11
+ 9,bottle,0.8229166666666666,0.79,0.8061224489795918,100,0.79
12
+ 10,bowl,0.6352941176470588,0.54,0.5837837837837838,100,0.54
13
+ 11,boy,0.5609756097560976,0.46,0.5054945054945055,100,0.46
14
+ 12,bridge,0.7692307692307693,0.7,0.7329842931937173,100,0.7
15
+ 13,bus,0.6804123711340206,0.66,0.6700507614213198,100,0.66
16
+ 14,butterfly,0.6739130434782609,0.62,0.6458333333333334,100,0.62
17
+ 15,camel,0.6347826086956522,0.73,0.6790697674418604,100,0.73
18
+ 16,can,0.7525773195876289,0.73,0.7411167512690355,100,0.73
19
+ 17,castle,0.8367346938775511,0.82,0.8282828282828283,100,0.82
20
+ 18,caterpillar,0.5961538461538461,0.62,0.6078431372549019,100,0.62
21
+ 19,cattle,0.7045454545454546,0.62,0.6595744680851063,100,0.62
22
+ 20,chair,0.8854166666666666,0.85,0.8673469387755102,100,0.85
23
+ 21,chimpanzee,0.7980769230769231,0.83,0.8137254901960784,100,0.83
24
+ 22,clock,0.6538461538461539,0.68,0.6666666666666666,100,0.68
25
+ 23,cloud,0.8315789473684211,0.79,0.8102564102564103,100,0.79
26
+ 24,cockroach,0.8080808080808081,0.8,0.8040201005025126,100,0.8
27
+ 25,couch,0.5344827586206896,0.62,0.5740740740740741,100,0.62
28
+ 26,crab,0.6875,0.66,0.673469387755102,100,0.66
29
+ 27,crocodile,0.5431034482758621,0.63,0.5833333333333334,100,0.63
30
+ 28,cup,0.78,0.78,0.78,100,0.78
31
+ 29,dinosaur,0.6636363636363637,0.73,0.6952380952380952,100,0.73
32
+ 30,dolphin,0.6237623762376238,0.63,0.6268656716417911,100,0.63
33
+ 31,elephant,0.7469879518072289,0.62,0.6775956284153005,100,0.62
34
+ 32,flatfish,0.7032967032967034,0.64,0.6701570680628273,100,0.64
35
+ 33,forest,0.7065217391304348,0.65,0.6770833333333334,100,0.65
36
+ 34,fox,0.7272727272727273,0.72,0.7236180904522613,100,0.72
37
+ 35,girl,0.4691358024691358,0.38,0.4198895027624309,100,0.38
38
+ 36,hamster,0.7894736842105263,0.75,0.7692307692307693,100,0.75
39
+ 37,house,0.7029702970297029,0.71,0.7064676616915423,100,0.71
40
+ 38,kangaroo,0.6074766355140186,0.65,0.6280193236714976,100,0.65
41
+ 39,keyboard,0.86,0.86,0.86,100,0.86
42
+ 40,lamp,0.5849056603773585,0.62,0.6019417475728155,100,0.62
43
+ 41,lawn_mower,0.8365384615384616,0.87,0.8529411764705882,100,0.87
44
+ 42,leopard,0.6636363636363637,0.73,0.6952380952380952,100,0.73
45
+ 43,lion,0.7789473684210526,0.74,0.7589743589743589,100,0.74
46
+ 44,lizard,0.3951612903225806,0.49,0.4375,100,0.49
47
+ 45,lobster,0.5555555555555556,0.6,0.5769230769230769,100,0.6
48
+ 46,man,0.5578947368421052,0.53,0.5435897435897435,100,0.53
49
+ 47,maple_tree,0.6666666666666666,0.66,0.6633165829145728,100,0.66
50
+ 48,motorcycle,0.8,0.92,0.8558139534883721,100,0.92
51
+ 49,mountain,0.8113207547169812,0.86,0.8349514563106796,100,0.86
52
+ 50,mouse,0.47959183673469385,0.47,0.47474747474747475,100,0.47
53
+ 51,mushroom,0.7282608695652174,0.67,0.6979166666666666,100,0.67
54
+ 52,oak_tree,0.6238532110091743,0.68,0.6507177033492823,100,0.68
55
+ 53,orange,0.8157894736842105,0.93,0.8691588785046729,100,0.93
56
+ 54,orchid,0.7641509433962265,0.81,0.7864077669902912,100,0.81
57
+ 55,otter,0.41935483870967744,0.39,0.40414507772020725,100,0.39
58
+ 56,palm_tree,0.9361702127659575,0.88,0.9072164948453608,100,0.88
59
+ 57,pear,0.7676767676767676,0.76,0.7638190954773869,100,0.76
60
+ 58,pickup_truck,0.9,0.81,0.8526315789473684,100,0.81
61
+ 59,pine_tree,0.6956521739130435,0.64,0.6666666666666666,100,0.64
62
+ 60,plain,0.845360824742268,0.82,0.8324873096446701,100,0.82
63
+ 61,plate,0.6767676767676768,0.67,0.6733668341708543,100,0.67
64
+ 62,poppy,0.6141732283464567,0.78,0.6872246696035242,100,0.78
65
+ 63,porcupine,0.6893203883495146,0.71,0.6995073891625616,100,0.71
66
+ 64,possum,0.56,0.56,0.56,100,0.56
67
+ 65,rabbit,0.5533980582524272,0.57,0.5615763546798029,100,0.57
68
+ 66,raccoon,0.76,0.76,0.76,100,0.76
69
+ 67,ray,0.5955056179775281,0.53,0.5608465608465608,100,0.53
70
+ 68,road,0.8773584905660378,0.93,0.9029126213592233,100,0.93
71
+ 69,rocket,0.826530612244898,0.81,0.8181818181818182,100,0.81
72
+ 70,rose,0.7551020408163265,0.74,0.7474747474747475,100,0.74
73
+ 71,sea,0.7169811320754716,0.76,0.7378640776699029,100,0.76
74
+ 72,seal,0.38596491228070173,0.44,0.411214953271028,100,0.44
75
+ 73,shark,0.5729166666666666,0.55,0.5612244897959183,100,0.55
76
+ 74,shrew,0.574468085106383,0.54,0.5567010309278351,100,0.54
77
+ 75,skunk,0.8469387755102041,0.83,0.8383838383838383,100,0.83
78
+ 76,skyscraper,0.8936170212765957,0.84,0.865979381443299,100,0.84
79
+ 77,snail,0.7386363636363636,0.65,0.6914893617021277,100,0.65
80
+ 78,snake,0.5825242718446602,0.6,0.5911330049261084,100,0.6
81
+ 79,spider,0.6752136752136753,0.79,0.728110599078341,100,0.79
82
+ 80,squirrel,0.5631067961165048,0.58,0.5714285714285714,100,0.58
83
+ 81,streetcar,0.7156862745098039,0.73,0.7227722772277227,100,0.73
84
+ 82,sunflower,0.945054945054945,0.86,0.900523560209424,100,0.86
85
+ 83,sweet_pepper,0.7303370786516854,0.65,0.6878306878306878,100,0.65
86
+ 84,table,0.68,0.68,0.68,100,0.68
87
+ 85,tank,0.8541666666666666,0.82,0.8367346938775511,100,0.82
88
+ 86,telephone,0.7789473684210526,0.74,0.7589743589743589,100,0.74
89
+ 87,television,0.7387387387387387,0.82,0.7772511848341233,100,0.82
90
+ 88,tiger,0.813953488372093,0.7,0.7526881720430108,100,0.7
91
+ 89,tractor,0.8085106382978723,0.76,0.7835051546391752,100,0.76
92
+ 90,train,0.7387387387387387,0.82,0.7772511848341233,100,0.82
93
+ 91,trout,0.7669902912621359,0.79,0.7783251231527094,100,0.79
94
+ 92,tulip,0.6276595744680851,0.59,0.6082474226804123,100,0.59
95
+ 93,turtle,0.5816326530612245,0.57,0.5757575757575758,100,0.57
96
+ 94,wardrobe,0.8490566037735849,0.9,0.8737864077669902,100,0.9
97
+ 95,whale,0.65,0.65,0.65,100,0.65
98
+ 96,willow_tree,0.6451612903225806,0.6,0.6217616580310881,100,0.6
99
+ 97,wolf,0.7475728155339806,0.77,0.7586206896551724,100,0.77
100
+ 98,woman,0.449438202247191,0.4,0.42328042328042326,100,0.4
101
+ 99,worm,0.72,0.72,0.72,100,0.72
runs/p1-resnet32x4-cifar100-base-s2/metrics/calibration.csv ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ bin_lo,bin_hi,count,confidence,accuracy,gap
2
+ 0.0,0.06666666666666667,1,0.05584675446152687,0.0,-0.05584675446152687
3
+ 0.06666666666666667,0.13333333333333333,43,0.11437095701694489,0.16279069767441862,0.04841974065747373
4
+ 0.13333333333333333,0.2,207,0.17026099562644958,0.10628019323671498,-0.06398080238973461
5
+ 0.2,0.26666666666666666,414,0.2337619513273239,0.21739130434782608,-0.016370646979497833
6
+ 0.26666666666666666,0.3333333333333333,516,0.3010198473930359,0.24806201550387597,-0.05295783188915992
7
+ 0.3333333333333333,0.4,550,0.3669445216655731,0.3109090909090909,-0.05603543075648221
8
+ 0.4,0.4666666666666667,648,0.432804673910141,0.3611111111111111,-0.07169356279902989
9
+ 0.4666666666666667,0.5333333333333333,632,0.5002633929252625,0.4129746835443038,-0.08728870938095867
10
+ 0.5333333333333333,0.6,595,0.5651577711105347,0.48403361344537815,-0.08112415766515652
11
+ 0.6,0.6666666666666666,531,0.6319342255592346,0.5235404896421846,-0.10839373591705004
12
+ 0.6666666666666666,0.7333333333333333,569,0.6997217535972595,0.6028119507908611,-0.09690980280639838
13
+ 0.7333333333333333,0.8,594,0.7669101357460022,0.6734006734006734,-0.09350946234532875
14
+ 0.8,0.8666666666666667,598,0.835234522819519,0.7658862876254181,-0.06934823519410094
15
+ 0.8666666666666667,0.9333333333333333,840,0.9025653004646301,0.8154761904761905,-0.08708910998843966
16
+ 0.9333333333333333,1.0,3262,0.9831190705299377,0.9438994481912937,-0.03921962233864407
runs/p1-resnet32x4-cifar100-base-s2/metrics/confusion_matrix.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ,pred_apple,pred_aquarium_fish,pred_baby,pred_bear,pred_beaver,pred_bed,pred_bee,pred_beetle,pred_bicycle,pred_bottle,pred_bowl,pred_boy,pred_bridge,pred_bus,pred_butterfly,pred_camel,pred_can,pred_castle,pred_caterpillar,pred_cattle,pred_chair,pred_chimpanzee,pred_clock,pred_cloud,pred_cockroach,pred_couch,pred_crab,pred_crocodile,pred_cup,pred_dinosaur,pred_dolphin,pred_elephant,pred_flatfish,pred_forest,pred_fox,pred_girl,pred_hamster,pred_house,pred_kangaroo,pred_keyboard,pred_lamp,pred_lawn_mower,pred_leopard,pred_lion,pred_lizard,pred_lobster,pred_man,pred_maple_tree,pred_motorcycle,pred_mountain,pred_mouse,pred_mushroom,pred_oak_tree,pred_orange,pred_orchid,pred_otter,pred_palm_tree,pred_pear,pred_pickup_truck,pred_pine_tree,pred_plain,pred_plate,pred_poppy,pred_porcupine,pred_possum,pred_rabbit,pred_raccoon,pred_ray,pred_road,pred_rocket,pred_rose,pred_sea,pred_seal,pred_shark,pred_shrew,pred_skunk,pred_skyscraper,pred_snail,pred_snake,pred_spider,pred_squirrel,pred_streetcar,pred_sunflower,pred_sweet_pepper,pred_table,pred_tank,pred_telephone,pred_television,pred_tiger,pred_tractor,pred_train,pred_trout,pred_tulip,pred_turtle,pred_wardrobe,pred_whale,pred_willow_tree,pred_wolf,pred_woman,pred_worm
2
+ true_apple,59,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,8,0,0,0,3,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
3
+ true_aquarium_fish,0,91,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0
4
+ true_baby,0,4,52,0,0,3,1,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,4,0,0,0,0,4,2,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0
5
+ true_bear,0,0,0,26,3,0,3,0,0,0,0,0,1,0,1,1,0,0,1,1,0,7,1,0,0,0,0,1,1,3,0,11,0,0,0,0,1,0,0,1,0,0,2,2,2,0,0,0,0,0,6,0,0,0,0,4,0,0,0,0,0,0,0,3,2,2,1,0,0,0,0,0,3,1,5,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0
6
+ true_beaver,0,0,0,0,43,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,1,5,0,0,1,0,1,0,0,0,0,0,0,0,0,0,5,0,1,0,0,0,0,0,12,0,0,0,0,2,0,0,0,0,0,0,0,7,0,0,2,0,0,0,0,0,0,1,4,0,0,1,2,0,2,0,0,0,0,0,0,0,0,2,0,0,0,3,0,0,0,0,0,0
7
+ true_bed,0,1,0,0,0,71,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1
8
+ true_bee,0,0,0,0,0,0,83,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
9
+ true_beetle,0,2,0,0,0,0,3,61,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,20,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,2,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1
10
+ true_bicycle,0,0,0,0,0,0,1,0,91,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0
11
+ true_bottle,0,0,0,0,0,1,0,1,0,64,0,0,0,0,1,0,5,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,0,1,0,0,2,4,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,3,0,1,2,0,5,1,0,2,0,0,0,0,0,0,0,0,0,0
12
+ true_bowl,0,4,0,0,0,1,0,0,0,0,47,0,0,0,0,0,1,0,0,0,0,0,10,0,0,2,2,0,3,0,0,0,1,0,0,0,1,0,0,1,0,2,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,4,0,0,0,0,2,4,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2
13
+ true_boy,0,0,8,0,1,0,2,0,1,0,0,61,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,4,1,0,0,0,0,2,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,1,0,0,1,7,0
14
+ true_bridge,0,0,0,0,0,2,0,0,0,0,0,0,66,1,0,0,0,0,0,0,0,0,2,0,0,5,0,0,0,0,0,0,0,4,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1,0,0,0,0,6,0,0,0,0,1,2,0,2,1,0,0,0,0,0,0,0,0,0
15
+ true_bus,0,0,0,0,0,0,1,0,0,0,0,0,1,63,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14,0,0,0,1,0,1,0,6,1,0,0,0,0,0,0,0,0,0
16
+ true_butterfly,0,4,0,0,0,0,4,2,0,0,0,0,0,0,56,0,0,0,3,0,0,0,2,0,5,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,2,0,3,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,2,0,0,1,2,1,1,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
17
+ true_camel,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,68,0,1,1,2,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,3,0,0,0,1,2,0,0,0,0,0,0,3,0,0,0,0,2,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,2,0,0,0,0,0,1,0,0,0,0,0,0,2,0,0,0,1,0,0
18
+ true_can,0,2,0,0,0,3,0,0,0,0,1,0,0,0,0,0,67,0,0,0,0,0,3,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,1,0,1,3,0,3,1,0,2,0,0,0,0,1,0,0,0,0,0
19
+ true_castle,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,83,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,3,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0
20
+ true_caterpillar,0,4,0,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,64,0,0,0,0,0,1,0,0,1,0,0,1,0,0,2,0,0,0,0,0,1,0,0,0,0,10,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,4,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0
21
+ true_cattle,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,8,0,0,0,50,1,0,1,0,0,0,1,1,0,0,1,6,0,0,2,0,0,0,2,0,0,1,2,2,0,1,1,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,1,0,0,1,0,2,0,0,0,2,0,0,0,0,0,0
22
+ true_chair,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,83,0,0,0,1,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0
23
+ true_chimpanzee,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,81,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1,0,0,0,0,0,0,0,0,0,0,0,1,0,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0
24
+ true_clock,0,2,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,78,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,2,0,0,1,0,1,1,0,1,1,0,0,0,0,0,1,0,0,0,0,0,1
25
+ true_cloud,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,2,0,1,0,0,0,0,1,58,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,3,0,1,0,13,0,5,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0
26
+ true_cockroach,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,87,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0
27
+ true_couch,0,1,0,0,0,15,0,1,0,0,1,0,0,0,0,0,0,0,0,0,3,0,0,0,0,62,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,1,2,0,0,0,0,0,0,2,0,0,0,0,0
28
+ true_crab,0,1,0,0,1,0,3,0,0,0,1,0,0,0,0,2,0,0,0,0,1,0,0,0,1,0,58,2,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,1,4,11,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,1,0,0,0,0,0,1,0,0,0,0,2,1,0,0,0,1,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0
29
+ true_crocodile,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,69,0,0,0,0,0,2,0,0,0,0,0,0,0,0,6,0,8,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,3,2,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0
30
+ true_cup,0,0,0,0,0,0,0,0,1,1,6,0,0,0,0,0,4,0,1,0,0,0,0,0,0,0,0,0,73,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
31
+ true_dinosaur,0,2,0,1,1,1,0,0,0,0,0,0,0,0,0,4,0,0,0,2,0,0,0,0,0,0,0,3,0,57,0,2,0,1,0,0,0,2,0,0,0,0,0,0,8,1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,1,0,0,0,0,3,1,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,1
32
+ true_dolphin,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,0,0,82,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,10,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,0,0,0,0
33
+ true_elephant,0,1,0,1,0,0,1,0,0,0,0,0,0,0,0,4,1,0,0,4,0,1,0,0,0,0,0,3,0,0,0,67,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,0,0,2,0,5,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
34
+ true_flatfish,0,5,0,0,0,0,0,0,0,0,0,6,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,58,0,0,0,0,0,1,0,1,0,0,0,0,0,4,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,1,0,1,0,0,4,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,1,0,0,1,0,3,0,3,1,0,0,0,0,0
35
+ true_forest,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,1,0,0,1,0,2,0,0,0,0,0,71,0,0,0,1,0,0,0,0,1,0,1,0,0,1,0,1,0,1,0,0,0,0,0,0,0,3,1,0,0,0,0,1,0,1,0,0,0,1,0,0,0,0,2,0,0,1,0,1,0,0,0,0,0,0,0,4,0,1,0,0,0,0,0,0,0,0
36
+ true_fox,0,4,0,1,0,0,1,0,0,0,0,1,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,71,0,0,0,2,0,0,0,1,2,2,1,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
37
+ true_girl,0,0,6,0,0,0,2,0,0,0,0,28,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,36,1,0,0,0,0,1,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0
38
+ true_hamster,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,1,77,1,0,0,0,0,0,1,0,0,0,0,0,0,11,0,0,0,1,0,0,0,0,0,0,1,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
39
+ true_house,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,6,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,62,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,14,0,0,2,1,0,4,0,0,0,0,0,0,1,0,0,0,0,0
40
+ true_kangaroo,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,2,0,0,0,2,0,0,0,0,0,0,1,2,0,0,1,2,0,4,2,0,0,0,49,0,2,0,3,0,4,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,2,0,5,0,0,0,1,0,0,0,0,1,0,0,0,2,3,1,0,0,0,0,0,1,0,1,0,0,1,0,0,0,0,0,2,0,0
41
+ true_keyboard,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,1,0,2,0,0,2,0,0,0,0,0,1,0,2,0,0,0,0,0,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,2,0,0,0,0,1,0,0,1,0,1,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1
42
+ true_lamp,0,2,0,0,0,1,0,1,0,2,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,0,1,0,0,0,63,1,0,0,0,1,1,0,0,0,0,1,0,0,0,0,1,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,0,0,2,0,0,0,0,0,0,1,0,0,0,1,3
43
+ true_lawn_mower,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,90,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,2,0,0,0,0,0,0,0,0,0,0
44
+ true_leopard,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,2,1,0,0,0,1,0,0,0,76,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,2,0,0,0,0,2,0,0,0,0,0,1,0,0,0,3,0,0,0,0,2,0,0,0,0,0,0
45
+ true_lion,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,4,0,0,0,1,0,2,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,77,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,1,0,1,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0
46
+ true_lizard,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,3,1,0,6,0,0,1,0,0,0,0,0,0,0,0,1,0,1,3,0,55,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13,0,0,0,0,1,1,0,0,1,0,0,0,1,0,2,0,0,0,0,0,2
47
+ true_lobster,0,2,0,0,0,0,5,0,4,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,4,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,5,58,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,0,0,0,4,1,1,1,0,1,1,0,1,0,0,3,0,1,0,0,0,0,0,0,0,0
48
+ true_man,0,0,1,0,0,0,1,0,0,0,0,36,0,0,0,4,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,1,0,0,1,1,0,30,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,1,3,0,2,2,0,0,0,0,0,0,0,0,0,0,9,0
49
+ true_maple_tree,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,1,0,0,1,0,1,0,0,0,0,41,0,0,0,0,37,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,5,0,0,0
50
+ true_motorcycle,0,0,0,0,0,0,2,1,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,0,0,0,0,0,0,70,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0
51
+ true_mountain,0,2,0,0,0,1,0,0,0,0,0,1,0,0,0,1,0,3,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,1,0,0,0,3,0,1,0,1,0,0,0,2,0,0,0,58,0,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0,1,1,0,0,0,2,0,7,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0,2,1,0,1,0,0,0,0,0,0
52
+ true_mouse,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,3,0,0,0,0,1,1,0,0,4,0,0,0,0,0,2,0,1,0,0,0,0,0,63,0,0,0,0,1,0,0,0,0,0,0,0,2,2,6,0,0,0,0,0,0,1,1,4,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
53
+ true_mushroom,0,4,0,0,0,0,3,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,1,0,0,0,0,0,0,4,0,0,0,1,0,0,2,0,3,0,5,0,0,0,0,0,0,56,0,1,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,1,0,0,0,1,0,0,1,5,0,1,0,0,0,1,0,0,0,0,0,0,2,0,1,0,0,1,0,0,0
54
+ true_oak_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,79,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0,0
55
+ true_orange,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,93,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
56
+ true_orchid,0,5,0,0,0,0,3,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,69,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,1,4,0,0,0,4,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1
57
+ true_otter,0,0,0,1,6,0,1,0,0,0,0,2,0,0,0,3,0,0,0,0,0,3,1,0,1,0,0,7,0,0,7,1,0,1,0,0,0,0,1,0,0,1,0,1,2,0,0,0,0,0,4,0,0,0,0,19,0,0,0,0,0,0,0,4,0,3,1,2,0,0,0,0,6,4,3,0,0,1,3,0,2,0,0,0,1,0,0,2,0,0,0,1,0,3,0,1,0,0,1,0
58
+ true_palm_tree,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,3,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,82,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0
59
+ true_pear,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,2,0,0,0,0,0,0,1,2,0,0,0,1,0,0,1,0,0,0,0,2,0,0,0,0,0,0,1,0,5,0,0,0,58,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,2,12,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2
60
+ true_pickup_truck,0,1,0,0,0,0,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,91,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
61
+ true_pine_tree,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,8,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,13,0,0,0,3,0,0,59,1,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0
62
+ true_plain,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,73,0,0,0,0,0,0,0,1,0,0,16,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0
63
+ true_plate,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,5,0,0,0,0,0,29,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,0,0,49,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,4
64
+ true_poppy,0,8,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,11,2,0,0,0,0,0,0,0,62,1,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,8,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
65
+ true_porcupine,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,1,1,1,1,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,0,3,0,0,0,0,0,1,0,0,0,0,0,1,71,1,3,1,1,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0
66
+ true_possum,0,0,0,0,0,0,1,0,2,0,0,1,0,0,1,2,0,0,0,0,0,2,0,0,0,0,1,1,0,0,0,1,1,0,0,0,6,0,0,0,0,0,2,0,0,0,0,0,0,0,16,0,0,0,0,1,0,0,0,0,0,0,0,2,36,2,3,1,0,0,0,0,3,0,4,0,0,0,1,0,7,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0
67
+ true_rabbit,0,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,1,0,2,2,0,0,3,0,4,0,0,1,1,0,3,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,1,0,53,1,0,0,0,0,0,0,1,0,0,0,0,4,1,5,0,0,0,1,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0
68
+ true_raccoon,0,0,0,0,1,0,0,0,2,0,0,0,0,0,1,1,0,0,0,0,0,0,1,0,0,1,0,1,0,0,1,0,0,2,0,0,0,0,1,0,1,2,4,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,70,0,0,0,0,0,0,0,1,0,0,0,2,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0
69
+ true_ray,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,1,0,0,3,0,0,2,0,4,1,0,0,0,0,0,1,0,0,0,0,2,2,0,0,0,1,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,54,0,0,0,0,2,9,2,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,2,1,0,0,4
70
+ true_road,0,0,0,0,0,1,0,0,0,0,0,0,4,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,77,1,0,2,0,0,0,0,3,0,0,0,0,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
71
+ true_rocket,0,1,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,3,3,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,74,0,1,0,2,0,0,3,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1
72
+ true_rose,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,1,0,0,0,1,0,0,3,0,0,0,0,0,0,0,14,0,0,0,0,0,1,0,60,0,0,0,0,0,0,0,1,0,0,1,0,3,3,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0
73
+ true_sea,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1,3,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0,0,1,0,79,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
74
+ true_seal,0,0,0,1,3,0,2,1,0,0,0,1,0,0,0,3,0,0,0,0,0,3,0,0,1,0,0,6,0,2,8,1,2,0,1,0,0,0,0,0,0,3,0,0,1,0,0,0,0,0,3,0,0,0,0,7,0,0,0,0,0,0,0,6,0,3,2,1,0,0,0,2,18,6,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,5,0,0,1,0
75
+ true_shark,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,0,0,0,0,1,0,1,1,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,60,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,4,0,1,0,4,0,0,0,0
76
+ true_shrew,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0,0,0,1,2,3,0,0,1,0,0,0,0,1,0,0,2,0,0,0,0,0,20,0,0,0,0,1,0,0,0,0,0,0,0,7,0,1,1,0,0,0,0,0,0,0,43,0,0,2,2,0,2,0,0,0,0,0,0,0,1,0,0,1,0,2,0,0,0,0,0,0
77
+ true_skunk,0,0,0,0,0,0,0,1,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,4,0,0,2,0,1,0,0,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,3,0,1,0,1,0,0,0,0,0,0,2,65,1,0,4,0,2,0,0,0,0,1,0,1,0,1,0,1,0,0,0,1,0,0,0,0
78
+ true_skyscraper,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,88,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,1,0,0,0,0,1
79
+ true_snail,0,0,0,0,3,0,2,2,0,0,0,0,0,0,1,0,0,0,1,0,0,0,2,0,1,0,1,2,0,0,2,0,1,0,0,0,0,0,0,0,0,1,0,0,4,0,0,0,0,0,3,3,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0,55,4,1,1,0,0,0,0,0,0,0,1,0,0,1,0,4,0,0,0,0,0,0
80
+ true_snake,0,2,0,0,0,0,1,0,1,0,0,0,0,0,0,0,1,0,2,0,0,0,1,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,1,0,0,1,0,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,1,0,0,0,1,0,0,0,0,65,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,6
81
+ true_spider,0,0,0,0,0,0,1,3,2,0,0,0,0,0,3,0,0,0,3,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,2,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,68,0,0,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,1
82
+ true_squirrel,0,0,0,1,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,5,0,2,0,0,0,1,1,0,0,0,2,0,0,0,2,3,3,0,0,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,2,0,0,0,0,0,1,0,3,0,1,0,1,0,56,0,0,0,0,0,0,1,0,0,0,0,0,1,0,1,0,0,0,0
83
+ true_streetcar,0,0,0,0,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,82,0,0,1,0,1,0,0,2,3,0,0,0,0,0,0,0,0,0
84
+ true_sunflower,0,2,0,0,0,0,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,83,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
85
+ true_sweet_pepper,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,1,4,0,1,0,0,0,0,0,5,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
86
+ true_table,0,0,0,0,0,4,1,0,0,1,0,0,1,0,0,0,1,0,0,0,4,0,0,0,0,3,0,0,0,0,0,0,1,0,0,0,0,0,0,1,2,1,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,70,1,0,1,0,2,0,0,0,0,0,0,0,0,0,0
87
+ true_tank,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1,0,0,0,1,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,8,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,66,0,0,0,3,1,0,0,0,0,0,0,0,0,0
88
+ true_telephone,0,3,0,0,0,1,0,0,0,0,1,1,0,0,0,0,2,0,0,0,1,0,6,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,73,3,0,0,0,0,0,0,1,0,0,0,0,0
89
+ true_television,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,87,0,0,0,0,0,0,0,0,0,0,0,0
90
+ true_tiger,0,0,0,0,0,0,7,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,1,0,1,0,0,1,1,0,0,1,0,0,0,0,0,0,0,16,3,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,1,0,0,1,56,0,0,0,0,1,0,0,0,0,0,0
91
+ true_tractor,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,83,0,0,0,0,0,0,0,0,0,0
92
+ true_train,0,1,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,17,0,0,0,0,0,1,0,1,62,1,0,0,0,0,0,0,0,0
93
+ true_trout,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,83,0,0,0,1,0,0,0,0
94
+ true_tulip,0,4,0,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,5,2,0,0,0,0,0,0,0,12,0,0,0,0,0,0,0,17,0,0,0,0,0,0,1,0,1,0,1,1,22,0,0,0,1,0,2,0,1,24,0,0,0,0,0,0,0
95
+ true_turtle,0,3,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,3,0,1,0,0,0,0,0,1,0,0,1,0,0,4,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,1,0,1,0,0,0,0,0,4,1,0,0,2,4,0,1,0,0,0,1,0,1,0,0,1,0,1,0,61,0,1,0,0,0,0
96
+ true_wardrobe,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,6,0,0,0,0,0,0,86,0,0,0,0,0
97
+ true_whale,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,27,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,13,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,2,0,47,0,0,0,0
98
+ true_willow_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,19,0,0,0,3,0,0,0,0,0,0,0,0,0,9,0,1,0,0,19,0,0,0,0,0,0,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,1,0,0,0,0,0,0,35,0,0,0
99
+ true_wolf,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,3,0,0,0,0,0,0,0,5,5,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,3,0,0,0,0,0,1,0,1,0,0,0,1,0,5,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,63,1,0
100
+ true_woman,0,2,2,0,0,0,0,0,1,0,0,18,0,0,0,1,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,3,1,0,0,0,2,0,0,0,0,1,3,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,2,0,1,1,0,0,0,0,0,1,0,0,0,0,54,0
101
+ true_worm,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,23,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,67
runs/p1-resnet32x4-cifar100-base-s2/metrics/exit_metrics.csv ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ exit,depth_fraction,rho,flops,stage_cut,feature_dim
2
+ 1,0.2,0.18674687171717894,401388288,3,64
3
+ 2,0.4,0.38253426044368855,822208000,6,128
4
+ 3,0.6,0.5936524384288672,1275979264,9,128
5
+ 4,0.8,0.7890647667097825,1695992832,12,256
6
+ 5,1.0,1.0,2149370880,15,256
runs/p1-resnet32x4-cifar100-base-s2/metrics/final.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ run_id,arch,family,dataset,seed,phase,method,config_hash,sample_order_hash,baseline_run_id,num_epochs_planned,num_epochs_run,started_utc,completed_utc,account,worker_id,msc_lib_version,torch_version,cuda_version,driver_version,gpu_names,n_gpus,top1_accuracy,top5_accuracy,val_loss,f1_macro,f1_micro,f1_weighted,precision_macro,precision_micro,precision_weighted,recall_macro,recall_micro,recall_weighted,balanced_accuracy,cohen_kappa,matthews_corrcoef,worst_class_f1,best_class_f1,n_classes_below_50pct_f1,ece,mce,nll,brier,confidence_mean,overconfidence_gap,params_total,params_trainable,params_nonzero,sparsity_pct,model_size_mb,model_size_mb_fp16,model_size_mb_int8,flops,macs,flops_per_param,n_layers,n_conv_layers,n_linear_layers,latency_bs1_mean_ms,latency_bs1_median_ms,latency_bs1_p90_ms,latency_bs1_p99_ms,latency_bs1_std_ms,latency_bs32_median_ms,latency_bs128_median_ms,throughput_bs1_img_s,throughput_bs32_img_s,throughput_bs128_img_s,warmup_batches_discarded,n_repeats,train_energy_j,train_energy_kwh,train_co2_kg,total_gpu_hours,inference_energy_j_per_image,inference_power_mean_w,inference_co2_g_per_1k_images,energy_per_accuracy_point,energy_reduction_pct,accuracy_change_pts,compression_ratio,speedup_vs_baseline,flops_reduction_pct,exit_accuracies_json,msc_mean_depth_tau0.1,msc_std_depth_tau0.1,frac_irreducible_tau0.1,reference_accuracy,accuracy_gap_vs_reference,recipe_ok
2
+ p1-resnet32x4-cifar100-base-s2,resnet32x4,resnet,cifar100,2,p1,base,7485d1b773ebc3403185e4e66b53125ff003a044f5a2d6b77aa1b3b7aad03314,NA,self,240,240,NA,2026-08-03T19:32:40Z,NA,2,1.0.0,2.10.0+cu128,12.8,580.159.04,Tesla T4;Tesla T4,2,0.6444,0.8943,1.2830799840927125,0.644654772869821,0.6444,0.6446547728698209,0.6888323705880167,0.6444,0.6888323705880165,0.6444,0.6444,0.6444,0.6444,0.6408080808080808,0.6412840513446751,0.2620689655172414,0.8877005347593583,14,0.06410007418580353,0.10839373591705004,1.2830718755722046,0.47740375995635986,0.7080835700035095,0.06368357000350955,7423156,0,7423156,0.0,28.355072021484375,14.177536010742188,7.088768005371094,2149369856,1074684928,289.5493313086779,103,34,1,3.5201327866646657,3.5044582999944396,3.619434859995939,3.629321335992548,0.08426585619492206,14.425882433336787,56.76191769998695,285.3508058582368,2218.235185810968,2255.0330430437416,10,5,780732.4371426053,0.21687012142850148,0.1030133076785382,2.936054305235545,0.24359301057066782,34.91345,0.032140744450296445,0.0033654581227265906,0.0,0.0,1.0,1.0,0.0,NA,NA,NA,NA,79.42,14.980000000000004,False
runs/p1-resnet32x4-cifar100-base-s2/metrics/final.json ADDED
@@ -0,0 +1,93 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run_id": "p1-resnet32x4-cifar100-base-s2",
3
+ "arch": "resnet32x4",
4
+ "family": "resnet",
5
+ "dataset": "cifar100",
6
+ "seed": 2,
7
+ "phase": "p1",
8
+ "method": "base",
9
+ "config_hash": "7485d1b773ebc3403185e4e66b53125ff003a044f5a2d6b77aa1b3b7aad03314",
10
+ "sample_order_hash": "NA",
11
+ "baseline_run_id": "self",
12
+ "num_epochs_planned": 240,
13
+ "num_epochs_run": 240,
14
+ "started_utc": "NA",
15
+ "completed_utc": "2026-08-03T19:32:40Z",
16
+ "account": "NA",
17
+ "worker_id": 2,
18
+ "msc_lib_version": "1.0.0",
19
+ "torch_version": "2.10.0+cu128",
20
+ "cuda_version": "12.8",
21
+ "driver_version": "580.159.04",
22
+ "gpu_names": "Tesla T4;Tesla T4",
23
+ "n_gpus": 2,
24
+ "top1_accuracy": 0.6444,
25
+ "top5_accuracy": 0.8943,
26
+ "val_loss": 1.2830799840927125,
27
+ "f1_macro": 0.644654772869821,
28
+ "f1_micro": 0.6444,
29
+ "f1_weighted": 0.6446547728698209,
30
+ "precision_macro": 0.6888323705880167,
31
+ "precision_micro": 0.6444,
32
+ "precision_weighted": 0.6888323705880165,
33
+ "recall_macro": 0.6444,
34
+ "recall_micro": 0.6444,
35
+ "recall_weighted": 0.6444,
36
+ "balanced_accuracy": 0.6444,
37
+ "cohen_kappa": 0.6408080808080808,
38
+ "matthews_corrcoef": 0.6412840513446751,
39
+ "ece": 0.06410007418580353,
40
+ "mce": 0.10839373591705004,
41
+ "nll": 1.2830718755722046,
42
+ "brier": 0.47740375995635986,
43
+ "confidence_mean": 0.7080835700035095,
44
+ "overconfidence_gap": 0.06368357000350955,
45
+ "params_total": 7423156,
46
+ "params_trainable": 0,
47
+ "params_nonzero": 7423156,
48
+ "sparsity_pct": 0.0,
49
+ "model_size_mb": 28.355072021484375,
50
+ "model_size_mb_fp16": 14.177536010742188,
51
+ "model_size_mb_int8": 7.088768005371094,
52
+ "flops": 2149369856,
53
+ "macs": 1074684928,
54
+ "flops_per_param": 289.5493313086779,
55
+ "n_layers": 103,
56
+ "n_conv_layers": 34,
57
+ "n_linear_layers": 1,
58
+ "warmup_batches_discarded": 10,
59
+ "n_repeats": 5,
60
+ "latency_bs1_median_ms": 3.5044582999944396,
61
+ "throughput_bs1_img_s": 285.3508058582368,
62
+ "latency_bs1_mean_ms": 3.5201327866646657,
63
+ "latency_bs1_p90_ms": 3.619434859995939,
64
+ "latency_bs1_p99_ms": 3.629321335992548,
65
+ "latency_bs1_std_ms": 0.08426585619492206,
66
+ "inference_energy_j_per_image": 0.24359301057066782,
67
+ "inference_power_mean_w": 34.91345,
68
+ "latency_bs32_median_ms": 14.425882433336787,
69
+ "throughput_bs32_img_s": 2218.235185810968,
70
+ "latency_bs128_median_ms": 56.76191769998695,
71
+ "throughput_bs128_img_s": 2255.0330430437416,
72
+ "train_energy_j": 780732.4371426053,
73
+ "train_energy_kwh": 0.21687012142850148,
74
+ "train_co2_kg": 0.1030133076785382,
75
+ "total_gpu_hours": 2.936054305235545,
76
+ "inference_co2_g_per_1k_images": 0.032140744450296445,
77
+ "energy_per_accuracy_point": 0.0033654581227265906,
78
+ "reference_accuracy": 79.42,
79
+ "accuracy_change_pts": 0.0,
80
+ "compression_ratio": 1.0,
81
+ "speedup_vs_baseline": 1.0,
82
+ "flops_reduction_pct": 0.0,
83
+ "energy_reduction_pct": 0.0,
84
+ "accuracy_gap_vs_reference": 14.980000000000004,
85
+ "recipe_ok": false,
86
+ "worst_class_f1": 0.2620689655172414,
87
+ "best_class_f1": 0.8877005347593583,
88
+ "n_classes_below_50pct_f1": 14,
89
+ "exit_accuracies_json": "NA",
90
+ "msc_mean_depth_tau0.1": "NA",
91
+ "msc_std_depth_tau0.1": "NA",
92
+ "frac_irreducible_tau0.1": "NA"
93
+ }
runs/p1-resnet32x4-cifar100-base-s2/metrics/inference_bench.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ warmup_batches_discarded,n_repeats,latency_bs1_median_ms,throughput_bs1_img_s,latency_bs1_mean_ms,latency_bs1_p90_ms,latency_bs1_p99_ms,latency_bs1_std_ms,inference_energy_j_per_image,inference_power_mean_w,latency_bs32_median_ms,throughput_bs32_img_s,latency_bs128_median_ms,throughput_bs128_img_s
2
+ 10,5,3.5044582999944396,285.3508058582368,3.5201327866646657,3.619434859995939,3.629321335992548,0.08426585619492206,0.24359301057066782,34.91345,14.425882433336787,2218.235185810968,56.76191769998695,2255.0330430437416
runs/p1-resnet32x4-cifar100-base-s2/metrics/per_class.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class_index,class_name,precision,recall,f1,support,accuracy
2
+ 0,apple,0.9833333333333333,0.59,0.7375,100,0.59
3
+ 1,aquarium_fish,0.4504950495049505,0.91,0.6026490066225165,100,0.91
4
+ 2,baby,0.7536231884057971,0.52,0.6153846153846154,100,0.52
5
+ 3,bear,0.7027027027027027,0.26,0.3795620437956204,100,0.26
6
+ 4,beaver,0.5972222222222222,0.43,0.5,100,0.43
7
+ 5,bed,0.5916666666666667,0.71,0.6454545454545455,100,0.71
8
+ 6,bee,0.538961038961039,0.83,0.6535433070866141,100,0.83
9
+ 7,beetle,0.7439024390243902,0.61,0.6703296703296703,100,0.61
10
+ 8,bicycle,0.7165354330708661,0.91,0.801762114537445,100,0.91
11
+ 9,bottle,0.9411764705882353,0.64,0.7619047619047619,100,0.64
12
+ 10,bowl,0.7580645161290323,0.47,0.5802469135802469,100,0.47
13
+ 11,boy,0.3407821229050279,0.61,0.43727598566308246,100,0.61
14
+ 12,bridge,0.7951807228915663,0.66,0.7213114754098361,100,0.66
15
+ 13,bus,0.8076923076923077,0.63,0.7078651685393258,100,0.63
16
+ 14,butterfly,0.717948717948718,0.56,0.6292134831460674,100,0.56
17
+ 15,camel,0.5714285714285714,0.68,0.6210045662100456,100,0.68
18
+ 16,can,0.7362637362637363,0.67,0.7015706806282722,100,0.67
19
+ 17,castle,0.8058252427184466,0.83,0.8177339901477833,100,0.83
20
+ 18,caterpillar,0.735632183908046,0.64,0.6844919786096256,100,0.64
21
+ 19,cattle,0.746268656716418,0.5,0.5988023952095808,100,0.5
22
+ 20,chair,0.8556701030927835,0.83,0.8426395939086294,100,0.83
23
+ 21,chimpanzee,0.7788461538461539,0.81,0.7941176470588235,100,0.81
24
+ 22,clock,0.49056603773584906,0.78,0.6023166023166023,100,0.78
25
+ 23,cloud,0.90625,0.58,0.7073170731707317,100,0.58
26
+ 24,cockroach,0.6083916083916084,0.87,0.7160493827160493,100,0.87
27
+ 25,couch,0.4806201550387597,0.62,0.5414847161572053,100,0.62
28
+ 26,crab,0.7733333333333333,0.58,0.6628571428571428,100,0.58
29
+ 27,crocodile,0.45098039215686275,0.69,0.5454545454545454,100,0.69
30
+ 28,cup,0.9125,0.73,0.8111111111111111,100,0.73
31
+ 29,dinosaur,0.8507462686567164,0.57,0.6826347305389222,100,0.57
32
+ 30,dolphin,0.5061728395061729,0.82,0.6259541984732825,100,0.82
33
+ 31,elephant,0.6203703703703703,0.67,0.6442307692307693,100,0.67
34
+ 32,flatfish,0.6823529411764706,0.58,0.6270270270270271,100,0.58
35
+ 33,forest,0.461038961038961,0.71,0.5590551181102362,100,0.71
36
+ 34,fox,0.8452380952380952,0.71,0.7717391304347826,100,0.71
37
+ 35,girl,0.7346938775510204,0.36,0.48322147651006714,100,0.36
38
+ 36,hamster,0.7777777777777778,0.77,0.7738693467336684,100,0.77
39
+ 37,house,0.6458333333333334,0.62,0.6326530612244898,100,0.62
40
+ 38,kangaroo,0.6901408450704225,0.49,0.5730994152046783,100,0.49
41
+ 39,keyboard,0.8444444444444444,0.76,0.8,100,0.76
42
+ 40,lamp,0.6631578947368421,0.63,0.6461538461538462,100,0.63
43
+ 41,lawn_mower,0.5590062111801242,0.9,0.6896551724137931,100,0.9
44
+ 42,leopard,0.5205479452054794,0.76,0.6178861788617886,100,0.76
45
+ 43,lion,0.7549019607843137,0.77,0.7623762376237624,100,0.77
46
+ 44,lizard,0.3254437869822485,0.55,0.40892193308550184,100,0.55
47
+ 45,lobster,0.5132743362831859,0.58,0.5446009389671361,100,0.58
48
+ 46,man,0.625,0.3,0.40540540540540543,100,0.3
49
+ 47,maple_tree,0.7068965517241379,0.41,0.5189873417721519,100,0.41
50
+ 48,motorcycle,0.9210526315789473,0.7,0.7954545454545454,100,0.7
51
+ 49,mountain,0.8787878787878788,0.58,0.6987951807228916,100,0.58
52
+ 50,mouse,0.3351063829787234,0.63,0.4375,100,0.63
53
+ 51,mushroom,0.835820895522388,0.56,0.6706586826347305,100,0.56
54
+ 52,oak_tree,0.5337837837837838,0.79,0.6370967741935484,100,0.79
55
+ 53,orange,0.6788321167883211,0.93,0.7848101265822784,100,0.93
56
+ 54,orchid,0.8625,0.69,0.7666666666666667,100,0.69
57
+ 55,otter,0.4222222222222222,0.19,0.2620689655172414,100,0.19
58
+ 56,palm_tree,0.9425287356321839,0.82,0.8770053475935828,100,0.82
59
+ 57,pear,0.8923076923076924,0.58,0.703030303030303,100,0.58
60
+ 58,pickup_truck,0.7398373983739838,0.91,0.8161434977578476,100,0.91
61
+ 59,pine_tree,0.6082474226804123,0.59,0.5989847715736041,100,0.59
62
+ 60,plain,0.7849462365591398,0.73,0.7564766839378239,100,0.73
63
+ 61,plate,0.7903225806451613,0.49,0.6049382716049383,100,0.49
64
+ 62,poppy,0.62,0.62,0.62,100,0.62
65
+ 63,porcupine,0.5338345864661654,0.71,0.6094420600858369,100,0.71
66
+ 64,possum,0.782608695652174,0.36,0.4931506849315068,100,0.36
67
+ 65,rabbit,0.4732142857142857,0.53,0.5,100,0.53
68
+ 66,raccoon,0.7291666666666666,0.7,0.7142857142857143,100,0.7
69
+ 67,ray,0.675,0.54,0.6,100,0.54
70
+ 68,road,0.9506172839506173,0.77,0.850828729281768,100,0.77
71
+ 69,rocket,0.8505747126436781,0.74,0.7914438502673797,100,0.74
72
+ 70,rose,0.6976744186046512,0.6,0.6451612903225806,100,0.6
73
+ 71,sea,0.6422764227642277,0.79,0.7085201793721974,100,0.79
74
+ 72,seal,0.4864864864864865,0.18,0.26277372262773724,100,0.18
75
+ 73,shark,0.410958904109589,0.6,0.4878048780487805,100,0.6
76
+ 74,shrew,0.4942528735632184,0.43,0.45989304812834225,100,0.43
77
+ 75,skunk,0.9848484848484849,0.65,0.7831325301204819,100,0.65
78
+ 76,skyscraper,0.7272727272727273,0.88,0.7963800904977375,100,0.88
79
+ 77,snail,0.7971014492753623,0.55,0.650887573964497,100,0.55
80
+ 78,snake,0.31862745098039214,0.65,0.4276315789473684,100,0.65
81
+ 79,spider,0.723404255319149,0.68,0.7010309278350515,100,0.68
82
+ 80,squirrel,0.4827586206896552,0.56,0.5185185185185185,100,0.56
83
+ 81,streetcar,0.5578231292517006,0.82,0.6639676113360324,100,0.82
84
+ 82,sunflower,0.9540229885057471,0.83,0.8877005347593583,100,0.83
85
+ 83,sweet_pepper,0.43575418994413406,0.78,0.5591397849462365,100,0.78
86
+ 84,table,0.4666666666666667,0.7,0.56,100,0.7
87
+ 85,tank,0.8148148148148148,0.66,0.7292817679558011,100,0.66
88
+ 86,telephone,0.7604166666666666,0.73,0.7448979591836735,100,0.73
89
+ 87,television,0.6304347826086957,0.87,0.7310924369747899,100,0.87
90
+ 88,tiger,0.9032258064516129,0.56,0.691358024691358,100,0.56
91
+ 89,tractor,0.5886524822695035,0.83,0.6887966804979253,100,0.83
92
+ 90,train,0.8493150684931506,0.62,0.7167630057803468,100,0.62
93
+ 91,trout,0.7094017094017094,0.83,0.7649769585253456,100,0.83
94
+ 92,tulip,0.96,0.24,0.384,100,0.24
95
+ 93,turtle,0.5398230088495575,0.61,0.5727699530516432,100,0.61
96
+ 94,wardrobe,0.8775510204081632,0.86,0.8686868686868687,100,0.86
97
+ 95,whale,0.6911764705882353,0.47,0.5595238095238095,100,0.47
98
+ 96,willow_tree,0.7608695652173914,0.35,0.4794520547945205,100,0.35
99
+ 97,wolf,0.9,0.63,0.7411764705882353,100,0.63
100
+ 98,woman,0.5806451612903226,0.54,0.5595854922279793,100,0.54
101
+ 99,worm,0.6767676767676768,0.67,0.6733668341708543,100,0.67
runs/p1-resnet8x4-cifar100-base-s1/metrics/calibration.csv ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ bin_lo,bin_hi,count,confidence,accuracy,gap
2
+ 0.0,0.06666666666666667,0,NA,NA,NA
3
+ 0.06666666666666667,0.13333333333333333,6,0.12171369791030884,0.0,-0.12171369791030884
4
+ 0.13333333333333333,0.2,72,0.17629912495613098,0.1527777777777778,-0.02352134717835319
5
+ 0.2,0.26666666666666666,191,0.23668774962425232,0.19895287958115182,-0.0377348700431005
6
+ 0.26666666666666666,0.3333333333333333,250,0.3016088306903839,0.28,-0.021608830690383884
7
+ 0.3333333333333333,0.4,373,0.36642953753471375,0.3163538873994638,-0.05007565013524995
8
+ 0.4,0.4666666666666667,443,0.43456435203552246,0.38826185101580135,-0.04630250101972111
9
+ 0.4666666666666667,0.5333333333333333,535,0.5018698573112488,0.4336448598130841,-0.06822499749816469
10
+ 0.5333333333333333,0.6,547,0.565789520740509,0.4716636197440585,-0.09412590099645052
11
+ 0.6,0.6666666666666666,487,0.6336360573768616,0.5133470225872689,-0.12028903478959263
12
+ 0.6666666666666666,0.7333333333333333,479,0.6993383765220642,0.5803757828810021,-0.1189625936410621
13
+ 0.7333333333333333,0.8,511,0.7667161226272583,0.6418786692759295,-0.12483745335132879
14
+ 0.8,0.8666666666666667,547,0.8357464671134949,0.7385740402193784,-0.09717242689411643
15
+ 0.8666666666666667,0.9333333333333333,835,0.9028295278549194,0.7892215568862275,-0.11360797096869191
16
+ 0.9333333333333333,1.0,4724,0.9870626330375671,0.9561812023708721,-0.03088143066669502
runs/p1-resnet8x4-cifar100-base-s1/metrics/confusion_matrix.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ,pred_apple,pred_aquarium_fish,pred_baby,pred_bear,pred_beaver,pred_bed,pred_bee,pred_beetle,pred_bicycle,pred_bottle,pred_bowl,pred_boy,pred_bridge,pred_bus,pred_butterfly,pred_camel,pred_can,pred_castle,pred_caterpillar,pred_cattle,pred_chair,pred_chimpanzee,pred_clock,pred_cloud,pred_cockroach,pred_couch,pred_crab,pred_crocodile,pred_cup,pred_dinosaur,pred_dolphin,pred_elephant,pred_flatfish,pred_forest,pred_fox,pred_girl,pred_hamster,pred_house,pred_kangaroo,pred_keyboard,pred_lamp,pred_lawn_mower,pred_leopard,pred_lion,pred_lizard,pred_lobster,pred_man,pred_maple_tree,pred_motorcycle,pred_mountain,pred_mouse,pred_mushroom,pred_oak_tree,pred_orange,pred_orchid,pred_otter,pred_palm_tree,pred_pear,pred_pickup_truck,pred_pine_tree,pred_plain,pred_plate,pred_poppy,pred_porcupine,pred_possum,pred_rabbit,pred_raccoon,pred_ray,pred_road,pred_rocket,pred_rose,pred_sea,pred_seal,pred_shark,pred_shrew,pred_skunk,pred_skyscraper,pred_snail,pred_snake,pred_spider,pred_squirrel,pred_streetcar,pred_sunflower,pred_sweet_pepper,pred_table,pred_tank,pred_telephone,pred_television,pred_tiger,pred_tractor,pred_train,pred_trout,pred_tulip,pred_turtle,pred_wardrobe,pred_whale,pred_willow_tree,pred_wolf,pred_woman,pred_worm
2
+ true_apple,88,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
3
+ true_aquarium_fish,0,91,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
4
+ true_baby,0,0,64,0,0,0,1,0,0,0,0,14,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,2,0,0,6,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0
5
+ true_bear,0,0,0,55,8,0,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,5,0,0,0,0,0,0,1,1,0,4,0,0,1,0,1,0,0,0,0,0,0,1,1,1,0,0,0,0,2,0,0,0,0,3,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,5,0,1,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
6
+ true_beaver,0,0,0,2,60,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,2,0,0,0,1,2,1,2,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,5,0,0,0,0,0,0,0,5,2,1,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,4,0,0,0,0,0,0
7
+ true_bed,0,0,0,0,0,74,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,10,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,5,0,0,2,0,0,0,0,0,1,3,0,0,0,0,0
8
+ true_bee,0,0,0,0,1,0,78,2,0,0,0,0,0,0,3,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,2,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,0
9
+ true_beetle,0,0,1,0,0,0,1,78,0,0,0,0,0,0,3,0,0,0,1,0,1,0,0,0,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,1,0,1,1,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
10
+ true_bicycle,0,0,1,0,0,0,0,0,90,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,0,0,0,0,0
11
+ true_bottle,0,0,0,0,0,0,0,0,0,82,0,0,1,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,3,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,4,0,0,1,0,0,0,0,0,0,0,0,0,0
12
+ true_bowl,0,1,0,0,0,0,0,0,0,0,56,0,0,0,1,0,2,0,0,1,0,0,4,0,0,2,1,0,4,0,0,0,1,0,0,1,1,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,6,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0,2,2,0,1,0,0,0,0,1,1,0,0,0,0,0,0,2
13
+ true_boy,0,0,9,0,0,0,1,0,0,1,0,44,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,14,0,0,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,7,1
14
+ true_bridge,0,0,0,0,0,0,0,0,0,0,0,0,86,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0
15
+ true_bus,0,0,0,0,0,0,0,0,1,1,0,0,2,59,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,15,0,0,0,1,0,2,0,2,5,0,0,0,0,0,0,0,0,0
16
+ true_butterfly,0,2,0,1,0,0,1,3,0,0,0,0,0,0,74,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,2,0,0,0,1,0,0,0,0,0,0,1,1,0,1,2,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
17
+ true_camel,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,82,0,0,0,1,0,0,0,0,0,0,1,1,0,1,0,1,0,0,0,0,1,0,4,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0
18
+ true_can,0,0,0,0,0,3,0,0,0,4,4,0,0,0,0,0,74,0,0,0,0,0,1,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0
19
+ true_castle,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,10,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
20
+ true_caterpillar,0,0,1,0,0,0,3,1,0,0,0,0,1,0,2,0,0,0,64,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,1,0,0,1,0,0,0,0,0,0,6,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,2,0,0,0,0,1,0,0,0,1,3,0,0,0,1,0,0,0,0,0,0,1,2,0,1,0,0,0,0,0,0
21
+ true_cattle,0,0,0,4,1,0,0,0,0,0,0,0,0,0,1,2,0,0,0,63,0,1,0,0,0,0,0,1,0,2,0,4,0,0,1,0,0,1,3,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,3,1,0
22
+ true_chair,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,87,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
23
+ true_chimpanzee,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,88,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
24
+ true_clock,0,0,0,0,0,0,0,0,1,1,2,0,1,0,0,0,2,0,0,0,0,0,75,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,1,4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,0
25
+ true_cloud,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,80,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,11,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0
26
+ true_cockroach,0,0,0,0,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,89,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
27
+ true_couch,0,0,1,0,0,9,0,0,0,2,1,0,1,1,0,0,2,0,0,0,8,0,0,0,0,57,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,3,0,3,4,0,1,1,0,0,0,1,0,0,0,0,0
28
+ true_crab,0,0,1,0,0,0,2,2,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,60,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,0,0,2,14,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,3,0,1,0,0,0,0
29
+ true_crocodile,0,0,0,0,3,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,2,62,0,1,3,0,2,1,0,0,0,0,1,0,0,0,3,0,2,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,2,0,0,0,1,0,2,0,0,0,0,1,0,0,0,1,0,4,0,1,0,1,0,1,0,0
30
+ true_cup,0,0,1,0,0,0,0,0,0,1,5,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,75,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0
31
+ true_dinosaur,0,0,0,1,1,0,0,1,0,1,0,0,1,0,0,1,0,0,1,1,0,1,0,0,0,0,1,0,0,67,0,2,0,2,0,0,0,1,1,0,0,0,2,1,3,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,3,1,0,0,0,0,2,0,0,0,0
32
+ true_dolphin,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,62,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,2,0,0,0,1,0,0,0,0,0,1,0,0,0,2,0,0,4,8,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,13,0,0,0,0
33
+ true_elephant,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,5,0,2,0,0,0,0,0,0,0,3,0,68,1,0,0,0,1,0,1,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0
34
+ true_flatfish,0,2,1,0,0,1,0,0,0,0,1,1,0,1,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,62,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,1,1,1,0,0,0,1,0,2,1,0,0,0,0,2,0,1,0,6,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0,1,0,1,0,0,1,0
35
+ true_forest,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,66,0,0,0,1,0,0,0,0,0,1,0,0,0,3,0,4,1,0,0,0,0,0,2,0,0,0,1,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,9,0,0,0
36
+ true_fox,0,1,0,2,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,83,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
37
+ true_girl,0,0,6,0,0,0,0,0,0,0,0,11,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,51,1,0,0,0,0,0,0,0,0,1,9,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,16,0
38
+ true_hamster,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,82,1,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
39
+ true_house,0,0,0,0,0,0,0,0,0,1,1,0,2,0,0,0,0,4,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,73,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,1,2,0,1,0,0,1,0,0,0,0,0,1,0,0,0
40
+ true_kangaroo,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,2,1,0,0,0,0,0,68,0,2,0,1,0,2,1,0,0,0,0,3,0,0,0,1,0,0,0,0,0,0,0,0,2,2,2,2,0,0,0,0,0,1,0,0,0,0,1,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
41
+ true_keyboard,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,1,0,1,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,84,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,3,0,0,1,0,0,0,0,0,0,0,0,0
42
+ true_lamp,0,1,2,0,0,0,0,0,0,3,1,0,0,0,2,0,0,0,0,0,1,1,1,0,0,1,0,0,3,0,0,0,0,1,0,0,0,1,0,0,64,0,0,0,0,0,2,0,0,0,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,1,1,0,0,0,0,0,0,1,0,0,2,1,0,0,0,0,0,1,0,0,0,1,2
43
+ true_lawn_mower,0,0,0,0,0,0,0,2,0,0,0,0,0,0,2,0,1,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,88,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,1,0,2,0,0,0,0,0,0,0,0,0,0
44
+ true_leopard,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,3,0,1,0,0,0,0,4,0,0,0,2,0,0,0,70,2,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1,0,0,0,0,0,0
45
+ true_lion,0,0,0,0,3,0,0,0,0,0,1,0,0,0,0,2,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,2,78,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0
46
+ true_lizard,0,2,2,1,0,0,0,0,0,1,2,0,1,0,1,0,0,0,3,0,0,0,0,0,0,0,2,4,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,53,1,0,0,1,0,1,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,6,1,0,0,0,0,1,1,0,0,1,0,0,4,0,3,0,0,0,0,0,1
47
+ true_lobster,0,0,1,0,1,0,0,0,1,0,3,0,0,0,0,1,0,0,2,0,0,0,0,0,2,1,6,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,2,59,1,0,2,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,2,2,0,0,0,1,2,0,0,0,0,0,0
48
+ true_man,0,0,3,0,0,1,0,0,0,0,0,11,0,1,0,1,1,0,0,0,1,2,0,0,0,0,0,0,1,0,0,1,1,0,1,5,0,0,0,0,0,0,0,1,0,0,56,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,1,0,0,0,0,0,1,0,0,0,5,0
49
+ true_maple_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,2,0,0,0,1,0,0,0,0,0,0,1,0,0,64,0,0,0,0,21,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0
50
+ true_motorcycle,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,96,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
51
+ true_mountain,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,87,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,1,0,0
52
+ true_mouse,0,0,1,0,1,0,0,0,0,1,0,0,1,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,2,0,1,0,5,0,0,0,0,0,1,1,0,0,0,0,0,0,61,0,0,0,0,0,0,0,0,0,0,0,0,1,4,3,0,3,0,0,0,0,1,0,8,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
53
+ true_mushroom,0,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,2,1,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,1,76,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0,1,0,0,0,2,0,0,0,2,0,0,0,0,1,0,0,1,0,0,0
54
+ true_oak_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,11,0,0,0,0,72,0,0,0,0,0,0,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,3,0,0,0
55
+ true_orange,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,95,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
56
+ true_orchid,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,83,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0
57
+ true_otter,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,2,0,0,2,0,0,1,0,0,1,0,2,0,0,0,0,1,0,1,0,0,0,0,2,2,0,0,0,49,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0,1,8,1,4,0,0,1,0,0,1,0,0,0,0,0,0,2,0,0,1,0,0,3,0,2,0,0,0,0
58
+ true_palm_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,87,0,0,4,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
59
+ true_pear,4,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,80,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,1,2,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0
60
+ true_pickup_truck,0,1,0,0,0,0,0,0,0,0,0,0,1,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,85,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,2,0,1,0,0,0,0,0,0,0,0
61
+ true_pine_tree,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,3,0,0,13,0,0,0,0,1,0,67,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0
62
+ true_plain,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,89,0,0,0,0,0,0,0,1,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0
63
+ true_plate,0,0,0,0,0,0,0,0,0,1,10,0,0,1,0,0,3,0,0,0,0,0,10,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,64,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3
64
+ true_poppy,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,1,2,0,0,0,0,0,0,0,74,0,0,0,0,0,0,0,6,0,0,1,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0
65
+ true_porcupine,0,0,1,1,5,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1,1,0,0,1,0,1,0,0,0,0,0,0,66,1,2,0,1,0,0,0,0,0,0,8,1,0,1,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
66
+ true_possum,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,1,0,0,1,1,4,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0,0,3,0,0,0,0,0,0,0,0,63,3,1,0,0,0,0,0,2,0,2,0,0,0,1,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0
67
+ true_rabbit,0,0,0,0,2,0,0,0,0,0,0,0,0,0,2,1,0,0,0,2,0,1,0,0,0,0,0,1,0,0,0,0,2,1,1,0,1,0,6,0,0,1,0,0,1,0,1,0,0,0,1,1,0,0,0,2,0,1,0,0,0,0,0,0,1,60,2,1,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,1,0,2,0,0
68
+ true_raccoon,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,85,0,0,0,0,0,1,0,2,1,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
69
+ true_ray,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,1,0,7,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2,3,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,66,0,1,0,0,4,5,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,1
70
+ true_road,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,94,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
71
+ true_rocket,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,85,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,1
72
+ true_rose,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,1,0,85,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,6,1,0,0,0,0,0,0
73
+ true_sea,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0,0,0,0,83,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
74
+ true_seal,0,0,0,1,4,0,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,4,0,0,2,1,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,2,1,0,0,0,17,0,1,0,0,0,0,0,1,1,1,2,3,0,0,0,0,37,2,1,0,0,2,1,0,0,0,0,0,0,1,0,0,0,0,2,1,0,1,0,3,0,0,1,0
75
+ true_shark,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,5,0,1,0,0,1,65,1,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,3,0,1,0,3,0,0,0,1
76
+ true_shrew,0,0,0,1,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,1,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,9,1,0,0,0,4,0,1,0,0,0,0,0,1,1,1,0,1,0,0,0,0,0,0,59,1,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0
77
+ true_skunk,0,0,0,2,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,88,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0
78
+ true_skyscraper,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,3,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,1,0,0,0,0,88,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
79
+ true_snail,0,0,0,0,3,0,0,2,0,0,1,0,0,0,2,0,0,0,1,0,0,0,0,0,1,0,1,0,1,0,1,0,1,0,0,1,0,0,1,0,0,0,0,0,2,1,0,0,0,0,1,3,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,2,0,0,63,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,3,0,0,0,0,1,0
80
+ true_snake,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,2,0,0,0,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,5,1,0,0,1,0,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,1,0,1,0,0,0,64,0,0,0,0,0,0,0,0,0,0,1,0,1,0,2,0,0,0,0,0,9
81
+ true_spider,0,0,0,0,0,0,2,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,1,1,0,0,0,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,76,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
82
+ true_squirrel,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0,0,1,2,0,0,0,1,0,1,1,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,6,1,0,0,0,3,0,0,0,0,0,0,0,0,1,5,0,1,0,0,0,0,1,0,0,2,1,0,0,0,57,0,0,0,0,0,0,1,0,1,0,0,0,2,0,0,0,1,0,0
83
+ true_streetcar,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,78,0,0,0,1,0,0,0,0,9,0,0,0,0,0,0,0,0,0
84
+ true_sunflower,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,88,2,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0
85
+ true_sweet_pepper,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,2,0,0,0,0,0,0,0,6,1,0,0,2,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,78,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0
86
+ true_table,0,0,0,0,0,7,0,0,0,0,4,0,0,0,0,0,2,0,0,0,4,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,5,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,65,0,1,1,0,0,0,1,0,0,0,0,0,0,0,1
87
+ true_tank,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1,0,0,0,0,0,2,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,88,0,0,0,1,0,1,0,0,0,0,0,0,0,0
88
+ true_telephone,0,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0,2,0,1,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,4,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,74,3,0,1,0,0,0,0,1,2,0,0,0,0
89
+ true_television,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,86,0,0,0,0,0,0,2,0,0,0,0,0
90
+ true_tiger,0,0,0,1,2,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,3,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,82,0,0,0,0,0,0,0,0,0,0,0
91
+ true_tractor,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,90,2,0,0,0,0,0,0,0,0,0
92
+ true_train,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,8,0,0,0,0,0,0,0,2,81,0,0,0,0,0,0,0,0,0
93
+ true_trout,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,84,0,0,0,0,0,0,0,0
94
+ true_tulip,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,0,9,0,0,0,0,0,0,0,11,0,0,0,0,0,0,0,0,0,1,0,1,4,0,0,0,0,0,0,0,1,67,0,0,0,0,0,0,0
95
+ true_turtle,0,1,1,1,0,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,4,2,0,0,3,0,2,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,1,2,0,0,0,0,0,0,4,2,1,0,0,3,0,1,2,0,0,0,1,1,0,0,0,0,0,1,0,56,0,1,0,0,0,0
96
+ true_wardrobe,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,95,0,0,0,0,0
97
+ true_whale,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,7,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,75,0,0,0,1
98
+ true_willow_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,1,0,0,11,0,0,0,1,0,0,4,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,68,0,0,0
99
+ true_wolf,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,1,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,3,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,82,0,0
100
+ true_woman,0,0,3,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,12,0,0,0,0,0,0,0,0,2,0,9,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,2,0,0,0,0,0,57,0
101
+ true_worm,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,78
runs/p1-resnet8x4-cifar100-base-s1/metrics/exit_metrics.csv ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ exit,depth_fraction,rho,flops,stage_cut,feature_dim
2
+ 1,0.3333333333333333,0.29467093535907024,98349824,1,64
3
+ 2,0.6666666666666666,0.6475613535047969,216131072,2,128
4
+ 3,1.0,1.0,333761536,3,256
runs/p1-resnet8x4-cifar100-base-s1/metrics/final.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ run_id,arch,family,dataset,seed,phase,method,config_hash,sample_order_hash,baseline_run_id,num_epochs_planned,num_epochs_run,started_utc,completed_utc,account,worker_id,msc_lib_version,torch_version,cuda_version,driver_version,gpu_names,n_gpus,top1_accuracy,top5_accuracy,val_loss,f1_macro,f1_micro,f1_weighted,precision_macro,precision_micro,precision_weighted,recall_macro,recall_micro,recall_weighted,balanced_accuracy,cohen_kappa,matthews_corrcoef,worst_class_f1,best_class_f1,n_classes_below_50pct_f1,ece,mce,nll,brier,confidence_mean,overconfidence_gap,params_total,params_trainable,params_nonzero,sparsity_pct,model_size_mb,model_size_mb_fp16,model_size_mb_int8,flops,macs,flops_per_param,n_layers,n_conv_layers,n_linear_layers,latency_bs1_mean_ms,latency_bs1_median_ms,latency_bs1_p90_ms,latency_bs1_p99_ms,latency_bs1_std_ms,latency_bs32_median_ms,latency_bs128_median_ms,throughput_bs1_img_s,throughput_bs32_img_s,throughput_bs128_img_s,warmup_batches_discarded,n_repeats,train_energy_j,train_energy_kwh,train_co2_kg,total_gpu_hours,inference_energy_j_per_image,inference_power_mean_w,inference_co2_g_per_1k_images,energy_per_accuracy_point,energy_reduction_pct,accuracy_change_pts,compression_ratio,speedup_vs_baseline,flops_reduction_pct,exit_accuracies_json,msc_mean_depth_tau0.1,msc_std_depth_tau0.1,frac_irreducible_tau0.1,reference_accuracy,accuracy_gap_vs_reference,recipe_ok
2
+ p1-resnet8x4-cifar100-base-s1,resnet8x4,resnet,cifar100,1,p1,base,b2af8fde0926165a9fc723906ec2aa3e0af25359098e119477d64300e34a6464,NA,self,240,240,NA,2026-08-03T19:37:00Z,NA,2,1.0.0,2.10.0+cu128,12.8,580.159.04,Tesla T4;Tesla T4,2,0.7335,0.9296,0.9917838038444519,0.73270838673101,0.7335,0.73270838673101,0.7350044219262961,0.7335,0.7350044219262961,0.7334999999999999,0.7335,0.7335,0.7334999999999999,0.7308080808080808,0.7308402901661845,0.4088397790055249,0.9230769230769231,3,0.06154664866924288,0.12483745335132879,0.9917805790901184,0.3758231997489929,0.7950466871261597,0.06154668712615963,1222836,0,1222836,0.0,4.675201416015625,2.3376007080078125,1.1688003540039062,333760512,166880256,272.9397171820261,31,10,1,1.1243156799961675,1.141833566665203,1.1646690466629177,1.176062074661483,0.03953568980463972,3.01469646666798,12.466854066663776,875.7843780337996,10614.667298618053,10267.225341336954,10,5,238331.0007829871,0.06620305577305197,0.031446451492199684,0.87309387491809,0.044503201308245866,29.50583333333334,0.005871950172615773,0.000902563814220204,0.0,0.0,1.0,1.0,0.0,NA,NA,NA,NA,72.5,-0.8500000000000085,True
runs/p1-resnet8x4-cifar100-base-s1/metrics/final.json ADDED
@@ -0,0 +1,93 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run_id": "p1-resnet8x4-cifar100-base-s1",
3
+ "arch": "resnet8x4",
4
+ "family": "resnet",
5
+ "dataset": "cifar100",
6
+ "seed": 1,
7
+ "phase": "p1",
8
+ "method": "base",
9
+ "config_hash": "b2af8fde0926165a9fc723906ec2aa3e0af25359098e119477d64300e34a6464",
10
+ "sample_order_hash": "NA",
11
+ "baseline_run_id": "self",
12
+ "num_epochs_planned": 240,
13
+ "num_epochs_run": 240,
14
+ "started_utc": "NA",
15
+ "completed_utc": "2026-08-03T19:37:00Z",
16
+ "account": "NA",
17
+ "worker_id": 2,
18
+ "msc_lib_version": "1.0.0",
19
+ "torch_version": "2.10.0+cu128",
20
+ "cuda_version": "12.8",
21
+ "driver_version": "580.159.04",
22
+ "gpu_names": "Tesla T4;Tesla T4",
23
+ "n_gpus": 2,
24
+ "top1_accuracy": 0.7335,
25
+ "top5_accuracy": 0.9296,
26
+ "val_loss": 0.9917838038444519,
27
+ "f1_macro": 0.73270838673101,
28
+ "f1_micro": 0.7335,
29
+ "f1_weighted": 0.73270838673101,
30
+ "precision_macro": 0.7350044219262961,
31
+ "precision_micro": 0.7335,
32
+ "precision_weighted": 0.7350044219262961,
33
+ "recall_macro": 0.7334999999999999,
34
+ "recall_micro": 0.7335,
35
+ "recall_weighted": 0.7335,
36
+ "balanced_accuracy": 0.7334999999999999,
37
+ "cohen_kappa": 0.7308080808080808,
38
+ "matthews_corrcoef": 0.7308402901661845,
39
+ "ece": 0.06154664866924288,
40
+ "mce": 0.12483745335132879,
41
+ "nll": 0.9917805790901184,
42
+ "brier": 0.3758231997489929,
43
+ "confidence_mean": 0.7950466871261597,
44
+ "overconfidence_gap": 0.06154668712615963,
45
+ "params_total": 1222836,
46
+ "params_trainable": 0,
47
+ "params_nonzero": 1222836,
48
+ "sparsity_pct": 0.0,
49
+ "model_size_mb": 4.675201416015625,
50
+ "model_size_mb_fp16": 2.3376007080078125,
51
+ "model_size_mb_int8": 1.1688003540039062,
52
+ "flops": 333760512,
53
+ "macs": 166880256,
54
+ "flops_per_param": 272.9397171820261,
55
+ "n_layers": 31,
56
+ "n_conv_layers": 10,
57
+ "n_linear_layers": 1,
58
+ "warmup_batches_discarded": 10,
59
+ "n_repeats": 5,
60
+ "latency_bs1_median_ms": 1.141833566665203,
61
+ "throughput_bs1_img_s": 875.7843780337996,
62
+ "latency_bs1_mean_ms": 1.1243156799961675,
63
+ "latency_bs1_p90_ms": 1.1646690466629177,
64
+ "latency_bs1_p99_ms": 1.176062074661483,
65
+ "latency_bs1_std_ms": 0.03953568980463972,
66
+ "inference_energy_j_per_image": 0.044503201308245866,
67
+ "inference_power_mean_w": 29.50583333333334,
68
+ "latency_bs32_median_ms": 3.01469646666798,
69
+ "throughput_bs32_img_s": 10614.667298618053,
70
+ "latency_bs128_median_ms": 12.466854066663776,
71
+ "throughput_bs128_img_s": 10267.225341336954,
72
+ "train_energy_j": 238331.0007829871,
73
+ "train_energy_kwh": 0.06620305577305197,
74
+ "train_co2_kg": 0.031446451492199684,
75
+ "total_gpu_hours": 0.87309387491809,
76
+ "inference_co2_g_per_1k_images": 0.005871950172615773,
77
+ "energy_per_accuracy_point": 0.000902563814220204,
78
+ "reference_accuracy": 72.5,
79
+ "accuracy_change_pts": 0.0,
80
+ "compression_ratio": 1.0,
81
+ "speedup_vs_baseline": 1.0,
82
+ "flops_reduction_pct": 0.0,
83
+ "energy_reduction_pct": 0.0,
84
+ "accuracy_gap_vs_reference": -0.8500000000000085,
85
+ "recipe_ok": true,
86
+ "worst_class_f1": 0.4088397790055249,
87
+ "best_class_f1": 0.9230769230769231,
88
+ "n_classes_below_50pct_f1": 3,
89
+ "exit_accuracies_json": "NA",
90
+ "msc_mean_depth_tau0.1": "NA",
91
+ "msc_std_depth_tau0.1": "NA",
92
+ "frac_irreducible_tau0.1": "NA"
93
+ }
runs/p1-resnet8x4-cifar100-base-s1/metrics/inference_bench.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ warmup_batches_discarded,n_repeats,latency_bs1_median_ms,throughput_bs1_img_s,latency_bs1_mean_ms,latency_bs1_p90_ms,latency_bs1_p99_ms,latency_bs1_std_ms,inference_energy_j_per_image,inference_power_mean_w,latency_bs32_median_ms,throughput_bs32_img_s,latency_bs128_median_ms,throughput_bs128_img_s
2
+ 10,5,1.141833566665203,875.7843780337996,1.1243156799961675,1.1646690466629177,1.176062074661483,0.03953568980463972,0.044503201308245866,29.50583333333334,3.01469646666798,10614.667298618053,12.466854066663776,10267.225341336954
runs/p1-resnet8x4-cifar100-base-s1/metrics/per_class.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class_index,class_name,precision,recall,f1,support,accuracy
2
+ 0,apple,0.9166666666666666,0.88,0.8979591836734694,100,0.88
3
+ 1,aquarium_fish,0.8425925925925926,0.91,0.875,100,0.91
4
+ 2,baby,0.6153846153846154,0.64,0.6274509803921569,100,0.64
5
+ 3,bear,0.7142857142857143,0.55,0.6214689265536724,100,0.55
6
+ 4,beaver,0.5042016806722689,0.6,0.547945205479452,100,0.6
7
+ 5,bed,0.7551020408163265,0.74,0.7474747474747475,100,0.74
8
+ 6,bee,0.8125,0.78,0.7959183673469388,100,0.78
9
+ 7,beetle,0.75,0.78,0.7647058823529411,100,0.78
10
+ 8,bicycle,0.9278350515463918,0.9,0.9137055837563451,100,0.9
11
+ 9,bottle,0.780952380952381,0.82,0.8,100,0.82
12
+ 10,bowl,0.5490196078431373,0.56,0.5544554455445545,100,0.56
13
+ 11,boy,0.4943820224719101,0.44,0.4656084656084656,100,0.44
14
+ 12,bridge,0.7678571428571429,0.86,0.8113207547169812,100,0.86
15
+ 13,bus,0.7375,0.59,0.6555555555555556,100,0.59
16
+ 14,butterfly,0.7047619047619048,0.74,0.7219512195121951,100,0.74
17
+ 15,camel,0.7961165048543689,0.82,0.8078817733990148,100,0.82
18
+ 16,can,0.7115384615384616,0.74,0.7254901960784313,100,0.74
19
+ 17,castle,0.9101123595505618,0.81,0.8571428571428571,100,0.81
20
+ 18,caterpillar,0.7191011235955056,0.64,0.6772486772486772,100,0.64
21
+ 19,cattle,0.7,0.63,0.6631578947368421,100,0.63
22
+ 20,chair,0.8055555555555556,0.87,0.8365384615384616,100,0.87
23
+ 21,chimpanzee,0.7719298245614035,0.88,0.822429906542056,100,0.88
24
+ 22,clock,0.7425742574257426,0.75,0.746268656716418,100,0.75
25
+ 23,cloud,0.8421052631578947,0.8,0.8205128205128205,100,0.8
26
+ 24,cockroach,0.8640776699029126,0.89,0.8768472906403941,100,0.89
27
+ 25,couch,0.6551724137931034,0.57,0.6096256684491979,100,0.57
28
+ 26,crab,0.6382978723404256,0.6,0.6185567010309279,100,0.6
29
+ 27,crocodile,0.6526315789473685,0.62,0.6358974358974359,100,0.62
30
+ 28,cup,0.7894736842105263,0.75,0.7692307692307693,100,0.75
31
+ 29,dinosaur,0.7790697674418605,0.67,0.7204301075268817,100,0.67
32
+ 30,dolphin,0.6595744680851063,0.62,0.6391752577319587,100,0.62
33
+ 31,elephant,0.7083333333333334,0.68,0.6938775510204082,100,0.68
34
+ 32,flatfish,0.6391752577319587,0.62,0.6294416243654822,100,0.62
35
+ 33,forest,0.6407766990291263,0.66,0.6502463054187192,100,0.66
36
+ 34,fox,0.8058252427184466,0.83,0.8177339901477833,100,0.83
37
+ 35,girl,0.53125,0.51,0.5204081632653061,100,0.51
38
+ 36,hamster,0.803921568627451,0.82,0.8118811881188119,100,0.82
39
+ 37,house,0.7448979591836735,0.73,0.7373737373737373,100,0.73
40
+ 38,kangaroo,0.6355140186915887,0.68,0.6570048309178744,100,0.68
41
+ 39,keyboard,0.9032258064516129,0.84,0.8704663212435233,100,0.84
42
+ 40,lamp,0.6597938144329897,0.64,0.649746192893401,100,0.64
43
+ 41,lawn_mower,0.946236559139785,0.88,0.9119170984455959,100,0.88
44
+ 42,leopard,0.7865168539325843,0.7,0.7407407407407407,100,0.7
45
+ 43,lion,0.8764044943820225,0.78,0.8253968253968254,100,0.78
46
+ 44,lizard,0.5638297872340425,0.53,0.5463917525773195,100,0.53
47
+ 45,lobster,0.5841584158415841,0.59,0.5870646766169154,100,0.59
48
+ 46,man,0.4827586206896552,0.56,0.5185185185185185,100,0.56
49
+ 47,maple_tree,0.7191011235955056,0.64,0.6772486772486772,100,0.64
50
+ 48,motorcycle,0.8888888888888888,0.96,0.9230769230769231,100,0.96
51
+ 49,mountain,0.8207547169811321,0.87,0.8446601941747572,100,0.87
52
+ 50,mouse,0.5350877192982456,0.61,0.5700934579439252,100,0.61
53
+ 51,mushroom,0.7037037037037037,0.76,0.7307692307692307,100,0.76
54
+ 52,oak_tree,0.6101694915254238,0.72,0.6605504587155964,100,0.72
55
+ 53,orange,0.8796296296296297,0.95,0.9134615384615384,100,0.95
56
+ 54,orchid,0.8556701030927835,0.83,0.8426395939086294,100,0.83
57
+ 55,otter,0.4260869565217391,0.49,0.4558139534883721,100,0.49
58
+ 56,palm_tree,0.8969072164948454,0.87,0.883248730964467,100,0.87
59
+ 57,pear,0.7766990291262136,0.8,0.7881773399014779,100,0.8
60
+ 58,pickup_truck,0.8585858585858586,0.85,0.8542713567839196,100,0.85
61
+ 59,pine_tree,0.7127659574468085,0.67,0.6907216494845361,100,0.67
62
+ 60,plain,0.839622641509434,0.89,0.8640776699029126,100,0.89
63
+ 61,plate,0.8421052631578947,0.64,0.7272727272727273,100,0.64
64
+ 62,poppy,0.7551020408163265,0.74,0.7474747474747475,100,0.74
65
+ 63,porcupine,0.6875,0.66,0.673469387755102,100,0.66
66
+ 64,possum,0.7078651685393258,0.63,0.6666666666666666,100,0.63
67
+ 65,rabbit,0.5714285714285714,0.6,0.5853658536585366,100,0.6
68
+ 66,raccoon,0.8415841584158416,0.85,0.845771144278607,100,0.85
69
+ 67,ray,0.6407766990291263,0.66,0.6502463054187192,100,0.66
70
+ 68,road,0.8785046728971962,0.94,0.9082125603864735,100,0.94
71
+ 69,rocket,0.8095238095238095,0.85,0.8292682926829268,100,0.85
72
+ 70,rose,0.7727272727272727,0.85,0.8095238095238095,100,0.85
73
+ 71,sea,0.7904761904761904,0.83,0.8097560975609757,100,0.83
74
+ 72,seal,0.4567901234567901,0.37,0.4088397790055249,100,0.37
75
+ 73,shark,0.65,0.65,0.65,100,0.65
76
+ 74,shrew,0.5221238938053098,0.59,0.5539906103286385,100,0.59
77
+ 75,skunk,0.8543689320388349,0.88,0.8669950738916257,100,0.88
78
+ 76,skyscraper,0.8888888888888888,0.88,0.8844221105527639,100,0.88
79
+ 77,snail,0.7590361445783133,0.63,0.6885245901639344,100,0.63
80
+ 78,snake,0.64,0.64,0.64,100,0.64
81
+ 79,spider,0.7378640776699029,0.76,0.7487684729064039,100,0.76
82
+ 80,squirrel,0.6785714285714286,0.57,0.6195652173913043,100,0.57
83
+ 81,streetcar,0.6902654867256637,0.78,0.7323943661971831,100,0.78
84
+ 82,sunflower,0.967032967032967,0.88,0.9214659685863874,100,0.88
85
+ 83,sweet_pepper,0.78,0.78,0.78,100,0.78
86
+ 84,table,0.6435643564356436,0.65,0.6467661691542289,100,0.65
87
+ 85,tank,0.8148148148148148,0.88,0.8461538461538461,100,0.88
88
+ 86,telephone,0.7872340425531915,0.74,0.7628865979381443,100,0.74
89
+ 87,television,0.6935483870967742,0.86,0.7678571428571429,100,0.86
90
+ 88,tiger,0.8723404255319149,0.82,0.845360824742268,100,0.82
91
+ 89,tractor,0.7758620689655172,0.9,0.8333333333333334,100,0.9
92
+ 90,train,0.6923076923076923,0.81,0.7465437788018433,100,0.81
93
+ 91,trout,0.7777777777777778,0.84,0.8076923076923077,100,0.84
94
+ 92,tulip,0.7204301075268817,0.67,0.694300518134715,100,0.67
95
+ 93,turtle,0.6021505376344086,0.56,0.5803108808290155,100,0.56
96
+ 94,wardrobe,0.8796296296296297,0.95,0.9134615384615384,100,0.95
97
+ 95,whale,0.6880733944954128,0.75,0.7177033492822966,100,0.75
98
+ 96,willow_tree,0.6868686868686869,0.68,0.6834170854271356,100,0.68
99
+ 97,wolf,0.8367346938775511,0.82,0.8282828282828283,100,0.82
100
+ 98,woman,0.5876288659793815,0.57,0.5786802030456852,100,0.57
101
+ 99,worm,0.7722772277227723,0.78,0.7761194029850746,100,0.78
runs/p1-vgg13-cifar100-base-s1/metrics/calibration.csv ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ bin_lo,bin_hi,count,confidence,accuracy,gap
2
+ 0.0,0.06666666666666667,0,NA,NA,NA
3
+ 0.06666666666666667,0.13333333333333333,12,0.12146379798650742,0.25,0.12853620201349258
4
+ 0.13333333333333333,0.2,81,0.17238849401474,0.14814814814814814,-0.02424034586659185
5
+ 0.2,0.26666666666666666,160,0.2346971035003662,0.1625,-0.0721971035003662
6
+ 0.26666666666666666,0.3333333333333333,199,0.30170679092407227,0.2613065326633166,-0.04040025826075566
7
+ 0.3333333333333333,0.4,220,0.3672080934047699,0.2681818181818182,-0.09902627522295171
8
+ 0.4,0.4666666666666667,277,0.43358832597732544,0.34296028880866425,-0.09062803716866119
9
+ 0.4666666666666667,0.5333333333333333,326,0.501715898513794,0.4049079754601227,-0.09680792305367125
10
+ 0.5333333333333333,0.6,352,0.5653468370437622,0.4090909090909091,-0.1562559279528531
11
+ 0.6,0.6666666666666666,337,0.6308555006980896,0.456973293768546,-0.1738822069295436
12
+ 0.6666666666666666,0.7333333333333333,346,0.6987115144729614,0.5086705202312138,-0.19004099424174759
13
+ 0.7333333333333333,0.8,357,0.767386794090271,0.5574229691876751,-0.2099638249025959
14
+ 0.8,0.8666666666666667,456,0.8358638882637024,0.5899122807017544,-0.245951607561948
15
+ 0.8666666666666667,0.9333333333333333,705,0.9032328724861145,0.6865248226950355,-0.21670804979107905
16
+ 0.9333333333333333,1.0,6172,0.9916182160377502,0.9338950097213221,-0.05772320631642813
runs/p1-vgg13-cifar100-base-s1/metrics/confusion_matrix.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ,pred_apple,pred_aquarium_fish,pred_baby,pred_bear,pred_beaver,pred_bed,pred_bee,pred_beetle,pred_bicycle,pred_bottle,pred_bowl,pred_boy,pred_bridge,pred_bus,pred_butterfly,pred_camel,pred_can,pred_castle,pred_caterpillar,pred_cattle,pred_chair,pred_chimpanzee,pred_clock,pred_cloud,pred_cockroach,pred_couch,pred_crab,pred_crocodile,pred_cup,pred_dinosaur,pred_dolphin,pred_elephant,pred_flatfish,pred_forest,pred_fox,pred_girl,pred_hamster,pred_house,pred_kangaroo,pred_keyboard,pred_lamp,pred_lawn_mower,pred_leopard,pred_lion,pred_lizard,pred_lobster,pred_man,pred_maple_tree,pred_motorcycle,pred_mountain,pred_mouse,pred_mushroom,pred_oak_tree,pred_orange,pred_orchid,pred_otter,pred_palm_tree,pred_pear,pred_pickup_truck,pred_pine_tree,pred_plain,pred_plate,pred_poppy,pred_porcupine,pred_possum,pred_rabbit,pred_raccoon,pred_ray,pred_road,pred_rocket,pred_rose,pred_sea,pred_seal,pred_shark,pred_shrew,pred_skunk,pred_skyscraper,pred_snail,pred_snake,pred_spider,pred_squirrel,pred_streetcar,pred_sunflower,pred_sweet_pepper,pred_table,pred_tank,pred_telephone,pred_television,pred_tiger,pred_tractor,pred_train,pred_trout,pred_tulip,pred_turtle,pred_wardrobe,pred_whale,pred_willow_tree,pred_wolf,pred_woman,pred_worm
2
+ true_apple,85,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
3
+ true_aquarium_fish,0,90,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
4
+ true_baby,1,1,61,1,0,0,0,0,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,2,0,0,8,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0
5
+ true_bear,0,0,0,62,7,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,6,0,0,0,0,0,0,0,0,0,3,0,1,3,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0
6
+ true_beaver,0,0,0,0,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,3,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,3,0,0,0,0,3,0,0,0,0,0,0,0,9,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1,0,0,0,2,1,0
7
+ true_bed,0,0,0,0,0,82,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,2,1,0,0,0,0
8
+ true_bee,0,0,0,0,0,0,85,3,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
9
+ true_beetle,0,0,0,0,0,0,4,75,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,7,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
10
+ true_bicycle,0,0,0,0,0,0,0,0,91,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
11
+ true_bottle,0,0,0,0,0,0,0,0,0,85,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,1,0,2,0,0,0,0,0,0,0,0,0,0
12
+ true_bowl,1,0,0,0,0,0,0,0,0,0,52,0,0,0,0,0,2,0,1,0,0,0,4,0,0,1,1,0,10,0,0,0,2,0,0,0,1,0,0,0,1,0,0,0,0,1,1,0,0,0,0,1,0,1,0,0,0,2,0,0,0,10,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1
13
+ true_boy,0,0,10,0,0,0,1,0,0,0,0,47,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,12,0,0,0,0,0,0,0,1,0,0,17,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,5,0
14
+ true_bridge,0,0,0,1,0,0,0,0,0,0,0,0,81,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0,0,0,1,0,0,0,0,4,0,0,0,0,0,0,0,1,3,0,0,0,0,0,0,0,0,0
15
+ true_bus,0,0,0,0,0,0,0,0,0,0,0,0,2,71,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,4,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,8,0,0,1,0,0,3,0,0,2,1,0,0,0,0,0,0,0,0
16
+ true_butterfly,0,2,0,1,0,0,2,2,1,0,1,0,0,0,74,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0,1,0,0,0,1,0,1,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,1,0,1,2,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
17
+ true_camel,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,81,1,0,0,0,0,0,0,0,0,0,0,1,0,1,0,2,0,0,1,0,0,0,2,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
18
+ true_can,0,0,0,0,0,1,0,0,1,5,1,0,0,0,0,0,75,0,0,0,0,0,0,0,0,1,0,0,3,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,1,0,0,0,0,1,0,0,0,1,0,0,1,0,1,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0
19
+ true_castle,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,87,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
20
+ true_caterpillar,0,0,0,0,0,0,5,0,0,0,1,0,0,0,1,0,0,0,71,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,2,0,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,1,3,0,0,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,1
21
+ true_cattle,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,3,0,0,0,70,0,1,0,0,1,2,0,0,0,0,0,3,0,0,1,1,0,0,1,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,2,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,0,0,0,1,1,0
22
+ true_chair,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,1,0,0,0,88,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
23
+ true_chimpanzee,0,0,0,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,91,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
24
+ true_clock,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,74,0,0,0,0,0,1,0,0,0,0,0,1,1,1,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,0,4,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,2,2,0,2,0,0,0,0,0,0,0,0,0,0
25
+ true_cloud,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,82,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,10,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
26
+ true_cockroach,0,0,0,0,0,0,2,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,88,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
27
+ true_couch,0,1,0,0,0,12,0,0,0,1,0,0,1,0,0,0,1,0,0,0,7,0,0,0,0,68,0,1,1,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0
28
+ true_crab,0,0,0,0,1,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,76,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0
29
+ true_crocodile,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,4,0,0,0,0,0,0,0,1,65,0,1,1,0,2,1,0,0,0,0,1,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,2,1,2,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,2,0,1,0,1,1,1,0,0
30
+ true_cup,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,84,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0
31
+ true_dinosaur,0,0,0,3,2,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,73,0,0,0,0,1,0,0,0,1,0,0,0,1,1,3,2,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,1,0,0,0,0
32
+ true_dolphin,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,68,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,1,8,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,1,0,8,0,0,0,0
33
+ true_elephant,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,78,0,0,0,0,0,1,0,0,0,0,2,0,0,0,1,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0
34
+ true_flatfish,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,70,0,0,0,1,0,0,0,0,0,1,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,1,0,1,0,0,4,0,0,0,0,3,1,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,1,0,0
35
+ true_forest,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,70,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,2,0,0,2,3,0,0,0,0,1,0,0,0,2,0,0,0,0,0,1,0,0,0,1,0,1,0,1,0,0,0,0,0,0,1,1,1,0,0,0,7,0,0,0
36
+ true_fox,0,0,0,4,1,0,0,0,0,0,0,1,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,82,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0
37
+ true_girl,0,0,6,0,0,0,0,0,0,0,0,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,0,56,2,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12,0
38
+ true_hamster,0,0,0,1,3,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,75,1,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,1,2,4,0,0,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
39
+ true_house,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,78,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,1,0,0,0,1,4,0,0,1,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0
40
+ true_kangaroo,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,3,0,0,0,73,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,2,0,0,0,0,0,0,0,1,2,1,1,0,0,0,0,0,1,0,3,0,0,1,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
41
+ true_keyboard,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,91,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0
42
+ true_lamp,0,1,0,0,0,1,1,0,0,2,2,1,0,0,0,0,1,0,1,0,0,0,2,0,0,1,0,0,3,0,0,0,0,1,0,1,0,0,0,0,64,0,0,0,0,0,1,1,0,0,0,1,0,0,0,0,0,1,1,2,0,0,1,0,0,2,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1
43
+ true_lawn_mower,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,91,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0
44
+ true_leopard,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,3,0,0,0,0,0,1,2,0,0,0,1,0,0,0,73,0,2,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,5,0,0,0,0,0,0,0,0,0,0,1
45
+ true_lion,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,88,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,1,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
46
+ true_lizard,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,1,2,0,7,0,4,0,0,1,0,0,0,0,0,0,1,0,0,1,0,53,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,2,3,0,1,0,0,4,1,0,1,0,1,2,0,1,0,1,0,0,1,0,3,0,0,0,0,0,1
47
+ true_lobster,0,0,0,0,1,0,1,0,0,0,0,0,1,0,3,0,0,0,1,0,0,0,0,0,2,0,4,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,3,68,0,0,2,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,1,1,0,0,0,1,0,1,0,0,0,1,1,0,0,1,0,0,0,0,0,0
48
+ true_man,0,0,3,1,0,0,0,0,0,0,1,13,0,0,0,3,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,6,0,0,4,0,0,0,0,0,0,0,0,1,2,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,9,0
49
+ true_maple_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,70,0,0,0,0,16,0,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0
50
+ true_motorcycle,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,95,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0
51
+ true_mountain,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,88,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,2,1,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
52
+ true_mouse,0,0,0,0,1,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,1,0,3,0,2,0,0,0,1,0,0,1,0,0,0,0,57,1,0,0,0,0,0,0,0,0,0,0,0,3,4,4,0,1,0,0,0,0,2,0,11,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,1
53
+ true_mushroom,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,2,2,0,0,0,1,0,1,0,1,0,1,0,0,0,0,0,1,73,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,3,0,0,1,0,0,0,1,0,1,0,2,0,0,1,0,1,0,0,0,0,0,0
54
+ true_oak_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23,0,0,0,0,64,0,0,0,0,0,0,9,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0
55
+ true_orange,2,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,90,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
56
+ true_orchid,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,85,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0
57
+ true_otter,0,0,0,2,3,0,0,0,1,0,0,0,0,0,0,2,0,0,0,0,0,3,0,0,1,0,0,3,0,1,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,2,0,0,0,58,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,11,0,0,0,0,0,0,0,1,0,0,0,0,1,0,1,0,0,0,2,0,0,0,2,0,0,0,0
58
+ true_palm_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,92,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
59
+ true_pear,3,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,79,0,0,0,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1
60
+ true_pickup_truck,0,0,0,0,0,0,0,0,0,0,0,0,2,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,86,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,2,0,0,0,0,0,0,0,0,0
61
+ true_pine_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,3,0,1,0,0,12,0,0,0,3,0,0,68,1,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0
62
+ true_plain,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,88,0,0,0,0,0,0,0,2,1,0,3,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
63
+ true_plate,0,0,0,0,0,0,0,0,0,0,5,1,0,0,0,0,2,0,0,0,0,0,9,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,76,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,1,0,0,0,0
64
+ true_poppy,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,83,0,0,0,0,0,0,1,3,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0
65
+ true_porcupine,0,0,0,1,5,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,77,0,1,1,0,0,0,0,0,0,0,3,0,0,2,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
66
+ true_possum,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,1,0,0,0,0,1,0,0,0,1,1,1,0,0,0,2,0,3,0,0,0,0,1,0,0,0,0,0,0,7,0,0,0,0,6,0,0,0,0,0,0,1,1,60,0,2,0,0,0,0,0,3,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0
67
+ true_rabbit,0,0,1,0,2,0,0,0,0,0,0,0,1,0,0,2,0,0,1,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,1,2,0,5,0,1,1,1,0,2,0,0,0,0,0,3,0,0,0,1,2,0,0,0,0,0,0,0,1,2,61,0,0,0,0,0,0,0,0,3,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
68
+ true_raccoon,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,4,0,86,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
69
+ true_ray,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,2,0,0,5,0,3,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,1,0,0,1,0,64,0,0,0,0,2,6,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,3
70
+ true_road,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,98,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
71
+ true_rocket,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,1,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,80,0,2,0,0,0,0,2,0,0,1,0,0,0,0,0,1,0,0,0,0,2,0,0,0,1,0,0,0,0,1
72
+ true_rose,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,0,0,4,0,0,0,0,0,0,1,4,0,0,0,0,0,1,0,73,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,8,1,0,0,0,0,0,1
73
+ true_sea,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,1,0,0,0,5,0,0,0,0,0,0,0,0,0,0,83,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
74
+ true_seal,0,0,1,3,3,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,2,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,0,12,0,1,0,0,0,0,0,0,0,2,0,0,1,0,0,0,54,1,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,4,0,2,0,0,0,0
75
+ true_shark,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,7,1,2,0,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,10,0,1,0,1,3,60,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,1,0,1,0,0,0,1
76
+ true_shrew,0,0,0,0,6,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,1,0,1,1,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,13,2,0,0,0,1,0,0,0,0,0,0,0,1,0,2,1,0,0,0,0,0,2,0,55,1,0,5,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
77
+ true_skunk,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,90,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
78
+ true_skyscraper,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,2,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,87,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
79
+ true_snail,0,0,1,0,0,0,2,1,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,2,0,1,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,3,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,1,1,0,0,70,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2
80
+ true_snake,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,70,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,10
81
+ true_spider,0,0,0,0,0,0,2,1,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,1,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,83,2,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0
82
+ true_squirrel,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,1,2,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,3,2,0,0,0,4,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,1,1,1,2,0,0,0,0,68,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0,0
83
+ true_streetcar,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,80,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0,0,0
84
+ true_sunflower,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,95,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
85
+ true_sweet_pepper,7,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,5,0,0,0,2,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,72,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,1
86
+ true_table,0,0,0,0,0,4,1,0,0,1,3,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,3,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,74,0,0,4,0,0,1,0,0,0,0,0,0,0,0,0
87
+ true_tank,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,87,0,1,0,2,0,0,0,0,0,0,0,0,0,0
88
+ true_telephone,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,0,1,1,0,0,0,1,0,0,0,0,0,0,1,0,3,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,77,4,0,0,0,0,0,0,2,0,0,0,0,0
89
+ true_television,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,2,87,0,0,0,0,0,0,2,0,0,0,1,0
90
+ true_tiger,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,1,0,0,3,0,0,0,0,0,0,0,4,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,1,0,0,0,80,1,0,0,0,0,0,0,0,0,0,0
91
+ true_tractor,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,1,89,0,0,0,0,0,0,0,0,0,0
92
+ true_train,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,7,0,0,0,0,0,2,0,0,85,0,0,0,0,0,0,0,0,0
93
+ true_trout,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,1,0,1,1,0,1,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,83,0,0,0,0,0,0,0,0
94
+ true_tulip,0,1,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,1,0,0,0,0,12,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,68,0,0,0,0,0,0,0
95
+ true_turtle,0,0,0,0,1,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0,1,2,1,0,0,0,0,0,0,1,1,0,0,0,0,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,3,1,1,0,0,2,0,1,1,0,0,0,1,0,0,0,0,1,0,0,0,68,0,1,0,0,0,0
96
+ true_wardrobe,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,96,0,0,0,0,0
97
+ true_whale,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,6,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,8,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,72,0,0,0,0
98
+ true_willow_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,2,4,0,0,0,1,0,0,0,0,0,0,0,0,0,13,0,1,0,0,10,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,62,0,0,0
99
+ true_wolf,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,2,0,1,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,82,0,0
100
+ true_woman,0,0,3,0,0,0,0,0,0,0,1,7,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0,0,0,0,0,0,0,0,13,2,0,0,0,0,0,0,0,2,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,54,0
101
+ true_worm,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,0,2,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,78
runs/p1-vgg13-cifar100-base-s1/metrics/exit_metrics.csv ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ exit,depth_fraction,rho,flops,stage_cut,feature_dim
2
+ 1,0.21428571428571427,0.17395324743905877,79606528,3,64
3
+ 2,0.42857142857142855,0.4219802374548563,193111552,6,128
4
+ 3,0.5714285714285714,0.6698209466867753,306531328,8,256
5
+ 4,0.7857142857142857,0.9175039046242387,419878912,11,512
6
+ 5,1.0,1.0,457631744,14,512
runs/p1-vgg13-cifar100-base-s1/metrics/final.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ run_id,arch,family,dataset,seed,phase,method,config_hash,sample_order_hash,baseline_run_id,num_epochs_planned,num_epochs_run,started_utc,completed_utc,account,worker_id,msc_lib_version,torch_version,cuda_version,driver_version,gpu_names,n_gpus,top1_accuracy,top5_accuracy,val_loss,f1_macro,f1_micro,f1_weighted,precision_macro,precision_micro,precision_weighted,recall_macro,recall_micro,recall_weighted,balanced_accuracy,cohen_kappa,matthews_corrcoef,worst_class_f1,best_class_f1,n_classes_below_50pct_f1,ece,mce,nll,brier,confidence_mean,overconfidence_gap,params_total,params_trainable,params_nonzero,sparsity_pct,model_size_mb,model_size_mb_fp16,model_size_mb_int8,flops,macs,flops_per_param,n_layers,n_conv_layers,n_linear_layers,latency_bs1_mean_ms,latency_bs1_median_ms,latency_bs1_p90_ms,latency_bs1_p99_ms,latency_bs1_std_ms,latency_bs32_median_ms,latency_bs128_median_ms,throughput_bs1_img_s,throughput_bs32_img_s,throughput_bs128_img_s,warmup_batches_discarded,n_repeats,train_energy_j,train_energy_kwh,train_co2_kg,total_gpu_hours,inference_energy_j_per_image,inference_power_mean_w,inference_co2_g_per_1k_images,energy_per_accuracy_point,energy_reduction_pct,accuracy_change_pts,compression_ratio,speedup_vs_baseline,flops_reduction_pct,exit_accuracies_json,msc_mean_depth_tau0.1,msc_std_depth_tau0.1,frac_irreducible_tau0.1,reference_accuracy,accuracy_gap_vs_reference,recipe_ok
2
+ p1-vgg13-cifar100-base-s1,vgg13,vgg,cifar100,1,p1,base,4ec6660cc3cf39ac10f70088ede1f79ac8151b5a4843be44168fd5cc138662e4,NA,self,240,240,NA,2026-08-03T19:47:44Z,NA,2,1.0.0,2.10.0+cu128,12.8,580.159.04,Tesla T4;Tesla T4,2,0.7569,0.928,1.031384496307373,0.7566122598298591,0.7569,0.756612259829859,0.7584163958633391,0.7569,0.758416395863339,0.7569000000000001,0.7569,0.7569,0.7569000000000001,0.7544444444444445,0.7544666443805027,0.45410628019323673,0.937799043062201,2,0.09770586175620555,0.245951607561948,1.031379222869873,0.35826483368873596,0.8542973399162292,0.09739733991622923,9459236,0,9459236,0.0,36.106658935546875,18.053329467773438,9.026664733886719,457629696,228814848,48.379139287781804,48,10,1,1.3728465133287198,1.3650395999926936,1.38988475999516,1.3989184560008048,0.014397092176425997,4.356377799998275,13.68566536666549,732.5794797494171,7345.55207769461,9352.851803009355,10,5,295574.9014236444,0.08210413928434566,0.03899946616006419,1.1189833270841174,0.08346291322289076,35.160125,0.011012467716909198,0.001084742228621293,0.0,0.0,1.0,1.0,0.0,NA,NA,NA,NA,74.64,-1.0499999999999972,True
runs/p1-vgg13-cifar100-base-s1/metrics/final.json ADDED
@@ -0,0 +1,93 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run_id": "p1-vgg13-cifar100-base-s1",
3
+ "arch": "vgg13",
4
+ "family": "vgg",
5
+ "dataset": "cifar100",
6
+ "seed": 1,
7
+ "phase": "p1",
8
+ "method": "base",
9
+ "config_hash": "4ec6660cc3cf39ac10f70088ede1f79ac8151b5a4843be44168fd5cc138662e4",
10
+ "sample_order_hash": "NA",
11
+ "baseline_run_id": "self",
12
+ "num_epochs_planned": 240,
13
+ "num_epochs_run": 240,
14
+ "started_utc": "NA",
15
+ "completed_utc": "2026-08-03T19:47:44Z",
16
+ "account": "NA",
17
+ "worker_id": 2,
18
+ "msc_lib_version": "1.0.0",
19
+ "torch_version": "2.10.0+cu128",
20
+ "cuda_version": "12.8",
21
+ "driver_version": "580.159.04",
22
+ "gpu_names": "Tesla T4;Tesla T4",
23
+ "n_gpus": 2,
24
+ "top1_accuracy": 0.7569,
25
+ "top5_accuracy": 0.928,
26
+ "val_loss": 1.031384496307373,
27
+ "f1_macro": 0.7566122598298591,
28
+ "f1_micro": 0.7569,
29
+ "f1_weighted": 0.756612259829859,
30
+ "precision_macro": 0.7584163958633391,
31
+ "precision_micro": 0.7569,
32
+ "precision_weighted": 0.758416395863339,
33
+ "recall_macro": 0.7569000000000001,
34
+ "recall_micro": 0.7569,
35
+ "recall_weighted": 0.7569,
36
+ "balanced_accuracy": 0.7569000000000001,
37
+ "cohen_kappa": 0.7544444444444445,
38
+ "matthews_corrcoef": 0.7544666443805027,
39
+ "ece": 0.09770586175620555,
40
+ "mce": 0.245951607561948,
41
+ "nll": 1.031379222869873,
42
+ "brier": 0.35826483368873596,
43
+ "confidence_mean": 0.8542973399162292,
44
+ "overconfidence_gap": 0.09739733991622923,
45
+ "params_total": 9459236,
46
+ "params_trainable": 0,
47
+ "params_nonzero": 9459236,
48
+ "sparsity_pct": 0.0,
49
+ "model_size_mb": 36.106658935546875,
50
+ "model_size_mb_fp16": 18.053329467773438,
51
+ "model_size_mb_int8": 9.026664733886719,
52
+ "flops": 457629696,
53
+ "macs": 228814848,
54
+ "flops_per_param": 48.379139287781804,
55
+ "n_layers": 48,
56
+ "n_conv_layers": 10,
57
+ "n_linear_layers": 1,
58
+ "warmup_batches_discarded": 10,
59
+ "n_repeats": 5,
60
+ "latency_bs1_median_ms": 1.3650395999926936,
61
+ "throughput_bs1_img_s": 732.5794797494171,
62
+ "latency_bs1_mean_ms": 1.3728465133287198,
63
+ "latency_bs1_p90_ms": 1.38988475999516,
64
+ "latency_bs1_p99_ms": 1.3989184560008048,
65
+ "latency_bs1_std_ms": 0.014397092176425997,
66
+ "inference_energy_j_per_image": 0.08346291322289076,
67
+ "inference_power_mean_w": 35.160125,
68
+ "latency_bs32_median_ms": 4.356377799998275,
69
+ "throughput_bs32_img_s": 7345.55207769461,
70
+ "latency_bs128_median_ms": 13.68566536666549,
71
+ "throughput_bs128_img_s": 9352.851803009355,
72
+ "train_energy_j": 295574.9014236444,
73
+ "train_energy_kwh": 0.08210413928434566,
74
+ "train_co2_kg": 0.03899946616006419,
75
+ "total_gpu_hours": 1.1189833270841174,
76
+ "inference_co2_g_per_1k_images": 0.011012467716909198,
77
+ "energy_per_accuracy_point": 0.001084742228621293,
78
+ "reference_accuracy": 74.64,
79
+ "accuracy_change_pts": 0.0,
80
+ "compression_ratio": 1.0,
81
+ "speedup_vs_baseline": 1.0,
82
+ "flops_reduction_pct": 0.0,
83
+ "energy_reduction_pct": 0.0,
84
+ "accuracy_gap_vs_reference": -1.0499999999999972,
85
+ "recipe_ok": true,
86
+ "worst_class_f1": 0.45410628019323673,
87
+ "best_class_f1": 0.937799043062201,
88
+ "n_classes_below_50pct_f1": 2,
89
+ "exit_accuracies_json": "NA",
90
+ "msc_mean_depth_tau0.1": "NA",
91
+ "msc_std_depth_tau0.1": "NA",
92
+ "frac_irreducible_tau0.1": "NA"
93
+ }
runs/p1-vgg13-cifar100-base-s1/metrics/inference_bench.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ warmup_batches_discarded,n_repeats,latency_bs1_median_ms,throughput_bs1_img_s,latency_bs1_mean_ms,latency_bs1_p90_ms,latency_bs1_p99_ms,latency_bs1_std_ms,inference_energy_j_per_image,inference_power_mean_w,latency_bs32_median_ms,throughput_bs32_img_s,latency_bs128_median_ms,throughput_bs128_img_s
2
+ 10,5,1.3650395999926936,732.5794797494171,1.3728465133287198,1.38988475999516,1.3989184560008048,0.014397092176425997,0.08346291322289076,35.160125,4.356377799998275,7345.55207769461,13.68566536666549,9352.851803009355
runs/p1-vgg13-cifar100-base-s1/metrics/per_class.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class_index,class_name,precision,recall,f1,support,accuracy
2
+ 0,apple,0.85,0.85,0.85,100,0.85
3
+ 1,aquarium_fish,0.8823529411764706,0.9,0.8910891089108911,100,0.9
4
+ 2,baby,0.6703296703296703,0.61,0.6387434554973822,100,0.61
5
+ 3,bear,0.6666666666666666,0.62,0.6424870466321243,100,0.62
6
+ 4,beaver,0.5775862068965517,0.67,0.6203703703703703,100,0.67
7
+ 5,bed,0.7961165048543689,0.82,0.8078817733990148,100,0.82
8
+ 6,bee,0.7456140350877193,0.85,0.794392523364486,100,0.85
9
+ 7,beetle,0.8064516129032258,0.75,0.7772020725388601,100,0.75
10
+ 8,bicycle,0.91,0.91,0.91,100,0.91
11
+ 9,bottle,0.8585858585858586,0.85,0.8542713567839196,100,0.85
12
+ 10,bowl,0.6190476190476191,0.52,0.5652173913043478,100,0.52
13
+ 11,boy,0.4392523364485981,0.47,0.45410628019323673,100,0.47
14
+ 12,bridge,0.8350515463917526,0.81,0.8223350253807107,100,0.81
15
+ 13,bus,0.7634408602150538,0.71,0.7357512953367875,100,0.71
16
+ 14,butterfly,0.8409090909090909,0.74,0.7872340425531915,100,0.74
17
+ 15,camel,0.7941176470588235,0.81,0.801980198019802,100,0.81
18
+ 16,can,0.7731958762886598,0.75,0.7614213197969543,100,0.75
19
+ 17,castle,0.90625,0.87,0.8877551020408163,100,0.87
20
+ 18,caterpillar,0.7244897959183674,0.71,0.7171717171717171,100,0.71
21
+ 19,cattle,0.8433734939759037,0.7,0.7650273224043715,100,0.7
22
+ 20,chair,0.8712871287128713,0.88,0.8756218905472637,100,0.88
23
+ 21,chimpanzee,0.8425925925925926,0.91,0.875,100,0.91
24
+ 22,clock,0.7708333333333334,0.74,0.7551020408163265,100,0.74
25
+ 23,cloud,0.8541666666666666,0.82,0.8367346938775511,100,0.82
26
+ 24,cockroach,0.8,0.88,0.8380952380952381,100,0.88
27
+ 25,couch,0.6415094339622641,0.68,0.6601941747572816,100,0.68
28
+ 26,crab,0.7169811320754716,0.76,0.7378640776699029,100,0.76
29
+ 27,crocodile,0.625,0.65,0.6372549019607843,100,0.65
30
+ 28,cup,0.7924528301886793,0.84,0.8155339805825242,100,0.84
31
+ 29,dinosaur,0.8202247191011236,0.73,0.7724867724867724,100,0.73
32
+ 30,dolphin,0.7157894736842105,0.68,0.6974358974358974,100,0.68
33
+ 31,elephant,0.8210526315789474,0.78,0.8,100,0.78
34
+ 32,flatfish,0.693069306930693,0.7,0.6965174129353234,100,0.7
35
+ 33,forest,0.7446808510638298,0.7,0.7216494845360825,100,0.7
36
+ 34,fox,0.7592592592592593,0.82,0.7884615384615384,100,0.82
37
+ 35,girl,0.5544554455445545,0.56,0.5572139303482587,100,0.56
38
+ 36,hamster,0.8333333333333334,0.75,0.7894736842105263,100,0.75
39
+ 37,house,0.7428571428571429,0.78,0.7609756097560976,100,0.78
40
+ 38,kangaroo,0.7604166666666666,0.73,0.7448979591836735,100,0.73
41
+ 39,keyboard,0.8921568627450981,0.91,0.900990099009901,100,0.91
42
+ 40,lamp,0.7272727272727273,0.64,0.6808510638297872,100,0.64
43
+ 41,lawn_mower,0.8921568627450981,0.91,0.900990099009901,100,0.91
44
+ 42,leopard,0.7934782608695652,0.73,0.7604166666666666,100,0.73
45
+ 43,lion,0.8712871287128713,0.88,0.8756218905472637,100,0.88
46
+ 44,lizard,0.5520833333333334,0.53,0.5408163265306123,100,0.53
47
+ 45,lobster,0.6355140186915887,0.68,0.6570048309178744,100,0.68
48
+ 46,man,0.4807692307692308,0.5,0.49019607843137253,100,0.5
49
+ 47,maple_tree,0.6306306306306306,0.7,0.6635071090047393,100,0.7
50
+ 48,motorcycle,0.8558558558558559,0.95,0.9004739336492891,100,0.95
51
+ 49,mountain,0.8627450980392157,0.88,0.8712871287128713,100,0.88
52
+ 50,mouse,0.5480769230769231,0.57,0.5588235294117647,100,0.57
53
+ 51,mushroom,0.776595744680851,0.73,0.7525773195876289,100,0.73
54
+ 52,oak_tree,0.6095238095238096,0.64,0.624390243902439,100,0.64
55
+ 53,orange,0.9,0.9,0.9,100,0.9
56
+ 54,orchid,0.8252427184466019,0.85,0.8374384236453202,100,0.85
57
+ 55,otter,0.4715447154471545,0.58,0.5201793721973094,100,0.58
58
+ 56,palm_tree,0.8932038834951457,0.92,0.9064039408866995,100,0.92
59
+ 57,pear,0.7383177570093458,0.79,0.7632850241545893,100,0.79
60
+ 58,pickup_truck,0.9148936170212766,0.86,0.8865979381443299,100,0.86
61
+ 59,pine_tree,0.6938775510204082,0.68,0.6868686868686869,100,0.68
62
+ 60,plain,0.8461538461538461,0.88,0.8627450980392157,100,0.88
63
+ 61,plate,0.7450980392156863,0.76,0.7524752475247525,100,0.76
64
+ 62,poppy,0.7345132743362832,0.83,0.7793427230046949,100,0.83
65
+ 63,porcupine,0.7403846153846154,0.77,0.7549019607843137,100,0.77
66
+ 64,possum,0.6666666666666666,0.6,0.631578947368421,100,0.6
67
+ 65,rabbit,0.6703296703296703,0.61,0.6387434554973822,100,0.61
68
+ 66,raccoon,0.8269230769230769,0.86,0.8431372549019608,100,0.86
69
+ 67,ray,0.6808510638297872,0.64,0.6597938144329897,100,0.64
70
+ 68,road,0.8990825688073395,0.98,0.937799043062201,100,0.98
71
+ 69,rocket,0.8247422680412371,0.8,0.8121827411167513,100,0.8
72
+ 70,rose,0.8488372093023255,0.73,0.7849462365591398,100,0.73
73
+ 71,sea,0.7685185185185185,0.83,0.7980769230769231,100,0.83
74
+ 72,seal,0.5192307692307693,0.54,0.5294117647058824,100,0.54
75
+ 73,shark,0.6060606060606061,0.6,0.6030150753768844,100,0.6
76
+ 74,shrew,0.5445544554455446,0.55,0.5472636815920398,100,0.55
77
+ 75,skunk,0.8910891089108911,0.9,0.8955223880597015,100,0.9
78
+ 76,skyscraper,0.8877551020408163,0.87,0.8787878787878788,100,0.87
79
+ 77,snail,0.7608695652173914,0.7,0.7291666666666666,100,0.7
80
+ 78,snake,0.693069306930693,0.7,0.6965174129353234,100,0.7
81
+ 79,spider,0.7980769230769231,0.83,0.8137254901960784,100,0.83
82
+ 80,squirrel,0.7157894736842105,0.68,0.6974358974358974,100,0.68
83
+ 81,streetcar,0.7407407407407407,0.8,0.7692307692307693,100,0.8
84
+ 82,sunflower,0.9223300970873787,0.95,0.9359605911330049,100,0.95
85
+ 83,sweet_pepper,0.7346938775510204,0.72,0.7272727272727273,100,0.72
86
+ 84,table,0.7956989247311828,0.74,0.7668393782383419,100,0.74
87
+ 85,tank,0.8787878787878788,0.87,0.8743718592964824,100,0.87
88
+ 86,telephone,0.8369565217391305,0.77,0.8020833333333334,100,0.77
89
+ 87,television,0.7073170731707317,0.87,0.7802690582959642,100,0.87
90
+ 88,tiger,0.8602150537634409,0.8,0.8290155440414507,100,0.8
91
+ 89,tractor,0.839622641509434,0.89,0.8640776699029126,100,0.89
92
+ 90,train,0.7798165137614679,0.85,0.8133971291866029,100,0.85
93
+ 91,trout,0.7757009345794392,0.83,0.8019323671497585,100,0.83
94
+ 92,tulip,0.7640449438202247,0.68,0.7195767195767195,100,0.68
95
+ 93,turtle,0.7083333333333334,0.68,0.6938775510204082,100,0.68
96
+ 94,wardrobe,0.9056603773584906,0.96,0.9320388349514563,100,0.96
97
+ 95,whale,0.7659574468085106,0.72,0.7422680412371134,100,0.72
98
+ 96,willow_tree,0.7045454545454546,0.62,0.6595744680851063,100,0.62
99
+ 97,wolf,0.9010989010989011,0.82,0.8586387434554974,100,0.82
100
+ 98,woman,0.5806451612903226,0.54,0.5595854922279793,100,0.54
101
+ 99,worm,0.7428571428571429,0.78,0.7609756097560976,100,0.78
runs/p1-vit_tiny-cifar100-base-s3/metrics/calibration.csv ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ bin_lo,bin_hi,count,confidence,accuracy,gap
2
+ 0.0,0.06666666666666667,32,0.04708388075232506,0.03125,-0.015833880752325058
3
+ 0.06666666666666667,0.13333333333333333,29,0.09681063145399094,0.13793103448275862,0.04112040302876768
4
+ 0.13333333333333333,0.2,49,0.16927647590637207,0.12244897959183673,-0.04682749631453534
5
+ 0.2,0.26666666666666666,65,0.23620232939720154,0.12307692307692308,-0.11312540632027845
6
+ 0.26666666666666666,0.3333333333333333,79,0.30197709798812866,0.17721518987341772,-0.12476190811471094
7
+ 0.3333333333333333,0.4,108,0.3685276508331299,0.19444444444444445,-0.17408320638868544
8
+ 0.4,0.4666666666666667,220,0.4339902102947235,0.2772727272727273,-0.15671748302199623
9
+ 0.4666666666666667,0.5333333333333333,192,0.49954572319984436,0.22395833333333334,-0.275587389866511
10
+ 0.5333333333333333,0.6,195,0.5666903257369995,0.2512820512820513,-0.31540827445494823
11
+ 0.6,0.6666666666666666,258,0.635080099105835,0.313953488372093,-0.32112661073374194
12
+ 0.6666666666666666,0.7333333333333333,260,0.7013905644416809,0.2923076923076923,-0.4090828721339886
13
+ 0.7333333333333333,0.8,391,0.7680208086967468,0.3145780051150895,-0.45344280358165734
14
+ 0.8,0.8666666666666667,705,0.8380712270736694,0.35602836879432626,-0.4820428582793432
15
+ 0.8666666666666667,0.9333333333333333,7398,0.9015874266624451,0.7178967288456339,-0.18369069781681113
16
+ 0.9333333333333333,1.0,19,0.9379299283027649,0.3684210526315789,-0.5695088756711859
runs/p1-vit_tiny-cifar100-base-s3/metrics/confusion_matrix.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ,pred_apple,pred_aquarium_fish,pred_baby,pred_bear,pred_beaver,pred_bed,pred_bee,pred_beetle,pred_bicycle,pred_bottle,pred_bowl,pred_boy,pred_bridge,pred_bus,pred_butterfly,pred_camel,pred_can,pred_castle,pred_caterpillar,pred_cattle,pred_chair,pred_chimpanzee,pred_clock,pred_cloud,pred_cockroach,pred_couch,pred_crab,pred_crocodile,pred_cup,pred_dinosaur,pred_dolphin,pred_elephant,pred_flatfish,pred_forest,pred_fox,pred_girl,pred_hamster,pred_house,pred_kangaroo,pred_keyboard,pred_lamp,pred_lawn_mower,pred_leopard,pred_lion,pred_lizard,pred_lobster,pred_man,pred_maple_tree,pred_motorcycle,pred_mountain,pred_mouse,pred_mushroom,pred_oak_tree,pred_orange,pred_orchid,pred_otter,pred_palm_tree,pred_pear,pred_pickup_truck,pred_pine_tree,pred_plain,pred_plate,pred_poppy,pred_porcupine,pred_possum,pred_rabbit,pred_raccoon,pred_ray,pred_road,pred_rocket,pred_rose,pred_sea,pred_seal,pred_shark,pred_shrew,pred_skunk,pred_skyscraper,pred_snail,pred_snake,pred_spider,pred_squirrel,pred_streetcar,pred_sunflower,pred_sweet_pepper,pred_table,pred_tank,pred_telephone,pred_television,pred_tiger,pred_tractor,pred_train,pred_trout,pred_tulip,pred_turtle,pred_wardrobe,pred_whale,pred_willow_tree,pred_wolf,pred_woman,pred_worm
2
+ true_apple,82,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,5,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
3
+ true_aquarium_fish,1,86,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,1
4
+ true_baby,0,0,59,0,0,0,0,0,0,0,0,7,0,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,1,0,1,8,0,0,2,0,0,0,0,0,0,1,1,0,1,0,1,0,0,1,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,7,0
5
+ true_bear,0,0,0,45,7,0,1,0,1,0,0,0,0,0,1,1,0,0,0,3,0,5,0,1,0,0,0,0,0,1,1,3,2,0,0,0,0,2,0,0,0,0,1,3,0,0,0,0,0,0,2,0,0,0,0,1,1,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,6,0,2,2,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,1,0,1,0,0
6
+ true_beaver,0,0,0,1,44,0,0,1,0,1,0,0,1,0,1,1,0,0,1,0,0,2,0,0,0,0,1,2,0,0,1,0,1,1,2,0,0,0,3,0,0,0,2,2,0,0,0,0,0,0,2,0,0,0,0,1,2,0,0,0,0,0,0,3,0,1,0,1,0,0,0,0,1,0,8,0,0,3,0,0,3,0,0,0,0,0,0,0,2,0,1,0,0,2,0,0,1,1,0,0
7
+ true_bed,0,0,1,0,0,61,0,0,0,0,1,0,0,1,0,0,0,0,0,0,3,0,0,0,0,9,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,0,0,0,1,0,2,1,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,1,0,0,0,0,0,0,1,0,2,0,0,0,1,0
8
+ true_bee,0,0,0,0,1,0,69,3,0,0,0,0,0,0,1,0,0,0,3,0,0,0,0,0,2,0,1,0,0,0,0,0,0,1,0,3,1,0,0,0,0,0,0,2,2,0,0,1,0,0,1,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0
9
+ true_beetle,0,0,0,0,1,0,1,67,2,0,0,0,0,0,4,0,1,0,1,0,0,0,0,0,6,1,1,1,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,2,0,0,1,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1
10
+ true_bicycle,0,0,0,0,0,1,1,0,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,2,0,0,3,0,0,13,0,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,1,0,0,1,1,1,0,1,2,0,0,0,0,0,0,0,0,0,0
11
+ true_bottle,0,0,0,1,0,0,0,1,0,64,0,0,1,1,0,0,2,0,1,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,5,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,3,0,0,0,1,0,0,0,1,1,1,0,1,0,0,0,0,0,0,2,0,0,1,1,2,0,0,1,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0
12
+ true_bowl,1,3,0,0,0,0,1,0,0,2,32,0,0,1,2,0,0,0,0,0,1,0,3,0,0,3,1,0,7,0,0,0,3,0,0,1,1,0,0,0,4,0,0,1,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,1,0,9,1,0,0,2,0,1,0,0,1,0,0,1,0,0,0,1,0,1,1,0,0,2,2,0,1,1,1,0,0,1,0,0,0,0,0,1,1,1
13
+ true_boy,0,0,11,0,0,0,0,0,0,0,0,46,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,15,2,0,1,0,0,0,0,0,1,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,1,1,0,1,0,0,1,0,0,0,7,0
14
+ true_bridge,0,0,0,0,0,0,0,0,2,0,0,0,66,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,3,0,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0,1,1,1,0,1,1,1,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,2,1,0,0,0,4,0,0,0,3,0,1,0,0,1,0,0,0,0,0,0,0,0,1
15
+ true_bus,0,0,1,0,0,0,0,0,1,0,0,0,1,49,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,2,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,12,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,12,0,0,1,1,0,2,0,3,3,0,0,0,1,0,1,0,0,0
16
+ true_butterfly,0,2,0,0,1,0,3,5,0,1,1,0,0,0,51,0,1,0,3,0,0,0,0,0,1,0,1,0,0,1,0,1,1,0,0,2,0,0,0,0,0,0,1,0,0,1,0,0,1,0,1,4,1,2,0,0,0,0,0,0,0,0,2,1,1,0,0,0,0,0,0,0,0,0,0,2,0,1,2,1,0,0,1,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0
17
+ true_camel,0,0,0,0,1,0,0,0,0,1,0,1,0,0,0,55,0,2,0,5,0,0,0,0,0,0,1,0,0,3,0,5,1,0,1,1,0,1,3,0,0,1,0,4,1,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,1,0,0,0,1,0,1,0,0,1,0
18
+ true_can,0,0,1,0,0,2,0,1,1,0,1,0,0,2,0,0,62,0,0,1,1,0,5,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,3,1,0,0,0,0,0,0,3,0,0,0,2,1
19
+ true_castle,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,76,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,8,1,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,3,1,0,0,0,1,0,0,0,0,0
20
+ true_caterpillar,0,3,0,1,2,0,5,1,0,0,0,1,1,0,2,0,0,0,51,1,0,0,1,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,0,0,1,1,0,0,5,0,1,0,0,0,1,0,0,0,1,1,1,0,0,1,0,1,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,1,0,1,0,1,0,1,0,0,0,0,0,0,0,3,1,0,0,0,0,0,0,1
21
+ true_cattle,0,0,0,0,1,0,0,0,0,1,1,1,0,0,0,8,0,0,0,50,0,0,0,0,0,0,0,0,0,3,0,6,0,0,1,0,1,1,3,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,1,2,1,0,0,0,0,0,1,1,1,0,0,0,0,1,0,0,0,2,3,0,1,1,0,1,0,0,0,0,1,0,2,0,0
22
+ true_chair,0,0,0,0,0,3,0,0,0,1,0,0,0,0,0,1,0,0,0,0,80,0,0,0,0,3,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0
23
+ true_chimpanzee,0,0,0,4,3,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,80,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,1,0,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
24
+ true_clock,0,0,1,0,0,0,0,0,3,0,4,0,0,1,1,3,2,1,0,0,0,2,46,0,0,0,1,1,1,0,0,0,0,0,1,0,0,1,0,1,0,0,0,1,2,1,0,0,2,1,0,1,0,1,0,0,0,0,0,0,0,6,0,0,0,1,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2,3,2,0,0,0,1,1,0,0,0,0,1,0
25
+ true_cloud,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,79,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,9,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
26
+ true_cockroach,0,0,0,0,0,0,1,4,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,82,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0,1
27
+ true_couch,0,1,0,0,0,10,0,0,1,1,3,0,0,0,0,0,2,1,0,0,2,0,3,0,0,46,0,0,0,0,1,1,0,0,0,1,2,0,0,0,4,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,2,0,0,1,5,0,0,1,0,0,0,3,0,1,0,0,0
28
+ true_crab,0,0,0,0,1,0,1,1,1,0,0,0,0,1,1,1,0,0,1,0,0,0,0,0,0,2,52,1,0,2,0,0,4,0,1,0,0,0,0,1,1,0,0,0,0,9,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,1,0,0,0,0,2,1,5,0,0,1,0,0,0,0,0,1,0,0,0,1,2,0,0,0,1,0,0
29
+ true_crocodile,0,0,0,0,3,1,0,1,0,0,0,0,0,1,1,0,0,0,3,0,0,0,0,0,0,3,1,45,0,3,1,1,0,3,0,0,0,1,1,0,0,0,2,0,3,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,2,1,3,0,1,2,0,0,0,2,1,1,0,0,1,1,0,1,0,0,0,0,2,0,0,1,0,0,1,0,2,0,0,0,2,0,0
30
+ true_cup,0,1,0,1,0,0,0,0,0,1,6,0,0,1,0,0,2,0,0,0,1,0,1,0,1,0,0,0,61,0,0,0,0,0,0,1,0,0,0,0,3,0,0,0,0,0,2,0,0,0,1,0,0,0,0,1,0,0,0,0,1,5,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,2,1,0,0,0,0,0,0,1,0,0,0,0
31
+ true_dinosaur,0,1,1,0,0,2,0,1,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,1,53,0,2,0,1,0,0,0,2,1,0,0,0,1,1,2,2,0,0,0,0,0,1,0,0,0,0,2,0,0,1,0,0,0,1,0,0,1,0,0,0,1,0,0,0,1,0,0,0,1,2,3,0,0,1,1,0,0,0,0,3,0,1,0,2,0,0,2,0,0,0
32
+ true_dolphin,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,60,0,0,0,0,1,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,6,0,4,0,0,2,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,10,0,0,0,0
33
+ true_elephant,0,0,0,2,2,0,1,0,0,0,0,0,0,1,0,7,0,0,0,4,0,3,0,1,0,0,0,0,0,1,0,68,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1,0
34
+ true_flatfish,0,2,0,0,0,0,0,0,0,0,0,1,0,1,0,0,2,0,1,0,0,1,1,0,1,0,2,1,0,0,0,0,49,1,0,0,1,0,0,0,0,0,1,0,0,1,1,0,0,0,2,0,0,1,0,0,0,0,1,0,0,1,0,1,0,2,0,5,0,0,0,1,0,1,3,1,0,0,0,0,2,1,0,0,0,0,0,0,0,0,0,2,0,3,1,1,1,2,0,1
35
+ true_forest,0,2,0,1,0,0,1,0,1,3,0,0,1,1,0,1,0,1,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,45,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,5,0,0,0,0,0,1,0,1,0,3,3,0,1,0,0,0,3,0,0,0,1,1,0,0,1,1,0,0,0,1,1,1,0,0,0,0,0,0,0,1,1,0,0,0,1,0,10,1,0,0
36
+ true_fox,0,3,0,1,1,0,0,1,0,0,1,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,61,0,2,0,0,0,0,0,1,5,0,1,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0,0,0,1,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,4,1,0,1,0,0,0,0,0,2,0,0
37
+ true_girl,0,1,15,0,0,1,0,0,0,0,0,10,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,41,0,0,0,0,1,0,0,0,0,1,7,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,1,0,1,0,0,0,0,0,0,2,10,0
38
+ true_hamster,0,1,2,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,2,1,70,0,0,0,0,0,0,1,1,0,0,0,0,0,3,1,0,0,0,0,0,0,0,0,0,0,0,1,2,3,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0
39
+ true_house,0,0,0,1,0,2,0,0,0,0,0,0,4,5,0,1,0,5,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1,1,0,0,1,53,0,1,1,0,1,0,0,0,0,0,0,1,0,2,1,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,2,0,0,0,0,2,0,0,0,3,1,0,0,0,0
40
+ true_kangaroo,0,0,0,0,0,0,1,0,0,0,1,0,1,0,1,2,0,0,0,2,0,0,0,0,0,0,0,0,1,0,1,1,0,0,4,0,0,1,49,0,1,0,2,0,1,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,2,3,2,2,1,0,0,0,0,1,0,2,0,0,0,3,1,8,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0
41
+ true_keyboard,0,1,0,0,1,2,0,0,0,1,0,1,0,1,0,0,0,0,0,0,1,0,1,2,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,72,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1,0,2,0,1,2,0,0,0,0,1,1,0,0,1,2,0
42
+ true_lamp,1,1,1,0,0,2,0,0,0,1,0,0,1,1,0,1,0,0,0,0,1,0,1,1,0,2,0,1,10,0,1,0,1,0,1,0,0,0,0,0,45,0,0,0,0,0,2,0,0,0,0,2,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,4,1,0,0,0,0,1,2,0,0,3,0,1,0,0,1,1,1,1,0,0,0,0,1,1,2,0,0,0,0,1
43
+ true_lawn_mower,0,0,0,0,0,0,0,1,1,0,0,1,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,82,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,1,0,1,0,2,1,0,0,0,0,0,0,0,0,1
44
+ true_leopard,0,1,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,1,0,0,1,0,1,0,0,0,0,0,1,3,0,0,0,2,0,0,0,58,1,0,1,0,0,0,1,2,1,0,0,0,1,0,0,0,0,0,0,0,3,0,2,3,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,5,0,0,0,0,2,0,0,0,2,0,0
45
+ true_lion,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,2,0,2,0,1,0,0,0,1,72,1,0,0,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,3,2,0,0,0,0,0,0,0,3,0,0
46
+ true_lizard,0,0,1,0,0,1,0,6,0,0,1,0,1,0,0,1,0,0,4,1,0,0,0,0,0,0,1,3,0,2,1,0,0,0,1,0,0,0,3,1,2,0,0,0,30,4,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,1,1,1,2,1,0,0,2,2,0,0,1,2,3,3,1,0,0,1,0,1,1,0,0,0,1,1,0,7,0,0,0,0,0,1
47
+ true_lobster,0,2,1,0,0,0,1,1,1,0,1,1,0,1,0,0,1,0,0,0,0,0,1,0,2,0,6,1,0,1,0,0,0,1,1,0,0,0,0,0,0,2,0,0,3,47,1,0,0,0,2,1,0,0,1,0,1,1,1,0,0,0,2,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,1,0,1,0,0,0,0,1,0,0,0,1,0,0,3,0,0,1,2,1,0
48
+ true_man,0,2,4,0,0,0,0,0,0,0,0,10,0,0,0,2,0,0,0,0,0,3,0,0,0,0,1,0,0,0,0,0,2,1,0,6,3,0,0,0,1,0,1,1,0,0,38,0,0,1,0,0,0,0,0,2,1,0,1,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,2,0,0,0,0,0,0,0,1,10,1
49
+ true_maple_tree,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,65,1,0,0,0,16,1,0,0,1,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0
50
+ true_motorcycle,0,0,0,0,0,0,0,0,3,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,2,0,0,84,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0
51
+ true_mountain,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,1,0,0,0,0,3,2,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,69,0,1,2,0,0,0,0,0,0,1,3,0,0,0,0,0,0,1,1,0,0,2,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,1
52
+ true_mouse,0,1,0,1,1,1,0,1,1,0,1,3,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,2,0,0,0,0,1,0,2,0,5,0,1,0,1,0,0,2,0,0,2,0,0,0,43,1,0,0,0,0,0,0,0,0,0,0,0,4,1,1,3,3,0,0,0,0,0,1,8,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,2,0,1,0,0,0,0,0,0
53
+ true_mushroom,0,1,0,0,0,0,1,1,1,0,0,0,0,0,0,2,0,0,0,2,0,0,0,0,0,0,2,1,0,1,0,0,0,3,1,0,0,0,0,0,1,0,2,1,0,0,1,0,0,0,0,64,0,0,0,0,0,1,0,0,0,0,0,1,1,3,0,0,0,0,0,0,1,0,1,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,2,0,0
54
+ true_oak_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,0,0,0,63,0,0,0,1,0,0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,0,0,0
55
+ true_orange,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,88,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0
56
+ true_orchid,1,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,0,0,79,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,6,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0
57
+ true_otter,0,1,1,3,3,0,0,0,0,0,1,0,0,0,0,3,0,0,0,2,0,1,1,0,1,0,2,4,0,3,2,1,0,0,0,1,0,1,3,0,0,0,1,2,1,0,0,0,0,0,0,0,0,0,0,30,0,0,0,0,0,0,0,4,0,5,2,0,0,0,0,0,4,2,2,1,0,2,0,1,0,1,0,0,0,0,1,1,0,0,0,1,0,1,0,3,0,0,1,0
58
+ true_palm_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,80,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,1,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0
59
+ true_pear,12,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,0,1,2,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,3,1,0,58,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,1,0,1,0,0,1,4,1,0,1,1,0,0,0,0,3,0,0,0,0,0,1,0
60
+ true_pickup_truck,0,0,0,0,0,1,0,0,0,0,0,0,1,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,66,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,4,0,2,0,8,2,0,0,0,0,0,0,0,0,0
61
+ true_pine_tree,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,2,0,0,18,0,0,0,4,0,1,56,0,0,0,0,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,5,0,0,0
62
+ true_plain,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,85,0,0,0,0,0,0,0,2,1,0,4,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
63
+ true_plate,0,1,0,0,0,0,1,0,0,2,12,0,0,0,0,1,2,0,0,0,0,0,13,0,0,0,1,0,1,0,1,0,0,0,0,0,0,0,1,0,1,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,53,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0
64
+ true_poppy,1,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,1,0,0,0,74,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,1,6,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0
65
+ true_porcupine,0,0,1,2,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,3,0,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,1,0,62,3,2,0,0,0,0,0,0,4,0,5,1,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0
66
+ true_possum,0,0,0,0,0,0,0,2,0,0,0,1,0,0,2,1,0,0,0,0,1,0,2,0,0,1,1,5,0,0,0,2,1,0,1,1,2,0,3,0,0,0,1,1,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,2,40,2,7,2,1,0,1,0,3,0,2,0,0,4,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,1,0,2,0,0
67
+ true_rabbit,0,0,2,1,1,1,0,0,0,0,1,1,0,0,0,1,1,0,2,1,0,1,0,0,0,1,0,1,0,0,1,1,0,0,1,0,5,2,5,0,0,0,1,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,49,1,0,1,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,2,0,0,0,1,0,0,0,0,2,0,0,0,2,2,1
68
+ true_raccoon,0,0,1,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,2,2,2,0,0,1,0,1,1,1,0,1,0,1,0,4,0,0,0,0,0,0,0,0,0,0,0,0,1,5,2,58,0,0,0,0,0,2,0,3,0,0,0,0,0,1,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,1,0
69
+ true_ray,0,2,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,4,0,2,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,2,0,0,0,0,2,0,0,0,0,0,0,0,2,1,1,0,47,0,0,0,0,4,7,2,0,1,1,1,1,0,0,0,0,0,0,2,0,0,0,0,0,0,4,0,2,1,0,0,3
70
+ true_road,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,89,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,1,0,0,2,0,0,0,0,0,0,0,0,0
71
+ true_rocket,0,0,0,0,0,1,1,0,0,3,0,0,1,0,0,1,1,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,74,0,2,1,2,0,0,2,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,2,0,0,0,0
72
+ true_rose,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,1,0,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,67,1,0,0,0,0,0,0,0,0,0,0,2,5,0,0,0,0,0,0,0,0,8,1,0,0,0,0,0,0
73
+ true_sea,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,12,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,1,5,0,0,0,0,0,0,0,0,0,0,74,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0
74
+ true_seal,0,1,0,4,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,2,2,0,0,3,1,3,1,0,0,0,0,1,0,0,0,1,1,0,0,0,0,1,0,2,1,0,0,0,10,0,0,0,1,0,0,0,2,0,1,2,2,0,0,0,1,32,2,3,1,1,4,0,0,0,0,0,0,0,1,0,1,0,1,0,1,0,2,0,1,0,2,1,0
75
+ true_shark,0,1,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,1,0,1,1,1,0,9,0,1,0,0,6,45,0,0,0,1,0,0,1,0,0,0,1,1,0,0,0,0,2,2,0,5,0,5,0,0,0,1
76
+ true_shrew,0,1,1,0,5,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,0,0,1,0,0,0,2,0,1,0,0,0,0,0,0,0,1,1,0,1,0,0,5,0,0,0,0,3,0,0,0,1,0,0,1,2,2,2,3,0,0,0,0,0,1,0,47,0,0,3,1,0,3,0,1,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,2,0
77
+ true_skunk,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,3,0,0,1,0,0,0,0,0,80,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,1,0,0
78
+ true_skyscraper,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,87,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0
79
+ true_snail,0,2,2,0,1,0,1,4,0,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,2,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,4,0,0,1,4,0,1,0,0,0,0,0,0,1,1,0,1,1,0,0,0,3,0,2,1,0,50,0,0,1,0,0,0,0,1,0,0,0,0,0,1,0,2,0,0,0,0,2,1
80
+ true_snake,0,0,0,0,1,0,0,3,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,2,0,2,4,0,0,0,0,1,1,0,0,0,0,0,1,0,0,0,0,5,1,1,0,2,0,0,1,0,1,1,0,0,0,1,0,0,2,0,0,1,0,1,1,0,0,0,0,0,0,2,3,0,2,47,1,1,0,1,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,4
81
+ true_spider,0,0,1,0,0,0,1,0,1,1,0,0,0,0,2,0,0,0,3,1,0,1,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,2,0,0,0,1,0,3,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,2,1,0,0,2,0,0,1,1,0,0,0,0,64,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,2
82
+ true_squirrel,0,0,0,2,2,0,2,0,0,0,0,0,1,0,0,0,0,2,1,1,0,0,0,0,0,0,0,2,0,0,1,1,0,0,4,0,0,0,5,0,0,0,0,2,1,1,0,0,0,0,2,2,0,0,1,1,0,0,0,0,0,0,0,1,2,1,5,1,0,0,0,0,4,0,5,1,0,6,0,0,35,0,0,0,0,0,1,0,1,0,0,0,0,1,0,1,0,1,0,0
83
+ true_streetcar,0,0,0,0,0,0,0,0,0,0,0,0,1,11,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,2,1,0,0,0,4,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,59,0,0,0,0,0,3,0,2,3,0,0,0,1,0,0,0,0,0
84
+ true_sunflower,0,1,0,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,89,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
85
+ true_sweet_pepper,3,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,5,1,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,73,0,0,0,1,0,1,0,0,4,0,0,0,1,0,0,0
86
+ true_table,0,0,0,0,0,7,0,0,0,0,1,2,2,0,0,0,3,0,0,0,4,0,3,0,0,3,0,0,0,0,1,0,0,0,0,0,0,0,0,1,5,0,0,1,0,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,55,1,2,1,1,0,0,0,0,0,0,0,0,0,0,0
87
+ true_tank,0,0,0,0,0,0,0,1,0,0,0,1,1,0,1,0,0,0,0,0,0,0,1,1,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,2,3,0,0,0,0,0,0,0,0,1,3,0,0,3,0,0,0,1,0,0,0,1,2,0,0,0,67,0,0,0,4,2,0,0,1,0,0,0,0,0,0
88
+ true_telephone,0,0,1,0,0,2,0,0,2,0,1,0,0,0,0,0,1,0,1,0,1,1,2,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,3,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,1,0,0,0,2,0,0,58,3,0,0,1,0,0,1,7,1,0,0,1,0
89
+ true_television,0,0,1,0,0,3,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0,1,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,2,1,0,0,0,3,69,0,0,0,0,0,0,5,1,0,1,0,0
90
+ true_tiger,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,5,0,0,0,1,1,0,0,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,1,0,0,0,2,0,2,0,0,0,0,0,0,0,71,0,0,0,0,1,0,0,1,1,1,0
91
+ true_tractor,0,0,0,0,0,0,0,0,2,0,0,0,0,2,3,2,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,2,0,0,0,0,0,0,1,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,0,0,1,73,3,0,0,1,0,0,0,0,0,0
92
+ true_train,0,0,0,0,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,4,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,6,0,0,0,2,0,0,0,6,68,0,0,0,0,1,0,0,0,0
93
+ true_trout,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,2,0,0,0,0,0,1,0,1,0,0,0,1,0,0,1,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,1,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,77,0,0,0,1,0,0,0,1
94
+ true_tulip,2,3,0,0,0,0,4,1,0,1,0,0,0,0,2,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,14,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,13,0,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,0,0,0,0,44,0,0,0,0,0,0,0
95
+ true_turtle,0,0,2,1,1,0,2,3,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,2,2,0,3,3,0,1,0,0,0,0,0,0,0,2,0,1,0,2,1,1,0,0,0,3,0,0,0,0,1,1,0,0,1,1,0,0,1,0,1,0,9,0,0,0,0,1,2,0,0,0,2,2,0,2,0,0,0,0,0,0,0,0,1,1,1,0,36,0,3,0,1,0,0
96
+ true_wardrobe,0,0,0,0,0,3,0,0,0,2,0,0,1,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0,0,85,0,0,0,0,0
97
+ true_whale,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,1,1,0,1,0,3,0,1,0,0,1,6,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,70,0,0,0,0
98
+ true_willow_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1,4,0,0,0,0,0,0,0,0,0,0,0,0,0,15,0,1,0,0,17,0,0,0,0,0,0,3,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,54,0,0,0
99
+ true_wolf,0,1,0,0,2,1,0,1,0,0,0,0,0,0,0,2,0,0,0,1,0,1,0,0,0,1,0,1,0,0,0,1,0,1,0,0,0,0,7,0,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,1,0,1,3,2,1,0,0,1,0,0,1,0,2,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,0,0,0,60,0,0
100
+ true_woman,0,0,5,0,0,1,1,0,0,0,0,8,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,1,0,0,2,0,0,16,3,0,0,0,2,0,0,0,1,0,7,0,0,0,0,0,0,3,1,2,0,2,1,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,1,0,1,0,0,0,0,0,34,0
101
+ true_worm,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0,2,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,2,1,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,3,0,0,2,0,1,0,0,0,0,0,0,0,1,0,0,0,7,1,0,0,0,0,0,0,0,1,1,0,0,0,1,0,0,0,0,0,1,66
runs/p1-vit_tiny-cifar100-base-s3/metrics/exit_metrics.csv ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ exit,depth_fraction,rho,flops,stage_cut,feature_dim
2
+ 1,0.16666666666666666,0.16812953308843456,116733696,2,192
3
+ 2,0.4166666666666667,0.41769067316190417,290006016,5,192
4
+ 3,0.5833333333333334,0.5840647665442172,405520896,7,192
5
+ 4,0.8333333333333334,0.8336259066176869,578793216,10,192
6
+ 5,1.0,1.0,694308096,12,192
runs/p1-vit_tiny-cifar100-base-s3/metrics/final.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ run_id,arch,family,dataset,seed,phase,method,config_hash,sample_order_hash,baseline_run_id,num_epochs_planned,num_epochs_run,started_utc,completed_utc,account,worker_id,msc_lib_version,torch_version,cuda_version,driver_version,gpu_names,n_gpus,top1_accuracy,top5_accuracy,val_loss,f1_macro,f1_micro,f1_weighted,precision_macro,precision_micro,precision_weighted,recall_macro,recall_micro,recall_weighted,balanced_accuracy,cohen_kappa,matthews_corrcoef,worst_class_f1,best_class_f1,n_classes_below_50pct_f1,ece,mce,nll,brier,confidence_mean,overconfidence_gap,params_total,params_trainable,params_nonzero,sparsity_pct,model_size_mb,model_size_mb_fp16,model_size_mb_int8,flops,macs,flops_per_param,n_layers,n_conv_layers,n_linear_layers,latency_bs1_mean_ms,latency_bs1_median_ms,latency_bs1_p90_ms,latency_bs1_p99_ms,latency_bs1_std_ms,latency_bs32_median_ms,latency_bs128_median_ms,throughput_bs1_img_s,throughput_bs32_img_s,throughput_bs128_img_s,warmup_batches_discarded,n_repeats,train_energy_j,train_energy_kwh,train_co2_kg,total_gpu_hours,inference_energy_j_per_image,inference_power_mean_w,inference_co2_g_per_1k_images,energy_per_accuracy_point,energy_reduction_pct,accuracy_change_pts,compression_ratio,speedup_vs_baseline,flops_reduction_pct,exit_accuracies_json,msc_mean_depth_tau0.1,msc_std_depth_tau0.1,frac_irreducible_tau0.1,reference_accuracy,accuracy_gap_vs_reference,recipe_ok
2
+ p1-vit_tiny-cifar100-base-s3,vit_tiny,vit,cifar100,3,p1,base,6d16251e24758bd8b593c7d7fab674ad4a8495a40afb25549697e9fcd680e399,NA,self,300,300,NA,2026-08-03T19:52:27Z,NA,2,1.0.0,2.10.0+cu128,12.8,580.159.04,Tesla T4;Tesla T4,2,0.6056,0.801,2.294059767150879,0.6023050525166432,0.6056,0.6023050525166433,0.6027324117671472,0.6056,0.6027324117671471,0.6055999999999999,0.6056,0.6056,0.6055999999999999,0.6016161616161616,0.6016555622296081,0.3282051282051282,0.8516746411483254,28,0.22650123049691323,0.5695088756711859,2.294067621231079,0.646945059299469,0.8318626880645752,0.22626268806457517,5380132,0,5380132,0.0,20.523574829101562,10.261787414550781,5.130893707275391,694432128,347216064,129.07343685991347,114,1,37,5.242002260001755,5.237383766674005,5.265632253337268,5.270522985336962,0.01992998943506328,13.565653066674106,52.68615736666409,190.93502491894898,2358.8985980050165,2429.4806529388106,10,5,746359.3231750852,0.20732203421530146,0.09847796625226819,2.782113912569152,0.30005571391192276,30.241428571428575,0.03959068447448981,0.003423415360226246,0.0,0.0,1.0,1.0,0.0,NA,NA,NA,NA,NA,NA,NA
runs/p1-vit_tiny-cifar100-base-s3/metrics/final.json ADDED
@@ -0,0 +1,93 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run_id": "p1-vit_tiny-cifar100-base-s3",
3
+ "arch": "vit_tiny",
4
+ "family": "vit",
5
+ "dataset": "cifar100",
6
+ "seed": 3,
7
+ "phase": "p1",
8
+ "method": "base",
9
+ "config_hash": "6d16251e24758bd8b593c7d7fab674ad4a8495a40afb25549697e9fcd680e399",
10
+ "sample_order_hash": "NA",
11
+ "baseline_run_id": "self",
12
+ "num_epochs_planned": 300,
13
+ "num_epochs_run": 300,
14
+ "started_utc": "NA",
15
+ "completed_utc": "2026-08-03T19:52:27Z",
16
+ "account": "NA",
17
+ "worker_id": 2,
18
+ "msc_lib_version": "1.0.0",
19
+ "torch_version": "2.10.0+cu128",
20
+ "cuda_version": "12.8",
21
+ "driver_version": "580.159.04",
22
+ "gpu_names": "Tesla T4;Tesla T4",
23
+ "n_gpus": 2,
24
+ "top1_accuracy": 0.6056,
25
+ "top5_accuracy": 0.801,
26
+ "val_loss": 2.294059767150879,
27
+ "f1_macro": 0.6023050525166432,
28
+ "f1_micro": 0.6056,
29
+ "f1_weighted": 0.6023050525166433,
30
+ "precision_macro": 0.6027324117671472,
31
+ "precision_micro": 0.6056,
32
+ "precision_weighted": 0.6027324117671471,
33
+ "recall_macro": 0.6055999999999999,
34
+ "recall_micro": 0.6056,
35
+ "recall_weighted": 0.6056,
36
+ "balanced_accuracy": 0.6055999999999999,
37
+ "cohen_kappa": 0.6016161616161616,
38
+ "matthews_corrcoef": 0.6016555622296081,
39
+ "ece": 0.22650123049691323,
40
+ "mce": 0.5695088756711859,
41
+ "nll": 2.294067621231079,
42
+ "brier": 0.646945059299469,
43
+ "confidence_mean": 0.8318626880645752,
44
+ "overconfidence_gap": 0.22626268806457517,
45
+ "params_total": 5380132,
46
+ "params_trainable": 0,
47
+ "params_nonzero": 5380132,
48
+ "sparsity_pct": 0.0,
49
+ "model_size_mb": 20.523574829101562,
50
+ "model_size_mb_fp16": 10.261787414550781,
51
+ "model_size_mb_int8": 5.130893707275391,
52
+ "flops": 694432128,
53
+ "macs": 347216064,
54
+ "flops_per_param": 129.07343685991347,
55
+ "n_layers": 114,
56
+ "n_conv_layers": 1,
57
+ "n_linear_layers": 37,
58
+ "warmup_batches_discarded": 10,
59
+ "n_repeats": 5,
60
+ "latency_bs1_median_ms": 5.237383766674005,
61
+ "throughput_bs1_img_s": 190.93502491894898,
62
+ "latency_bs1_mean_ms": 5.242002260001755,
63
+ "latency_bs1_p90_ms": 5.265632253337268,
64
+ "latency_bs1_p99_ms": 5.270522985336962,
65
+ "latency_bs1_std_ms": 0.01992998943506328,
66
+ "inference_energy_j_per_image": 0.30005571391192276,
67
+ "inference_power_mean_w": 30.241428571428575,
68
+ "latency_bs32_median_ms": 13.565653066674106,
69
+ "throughput_bs32_img_s": 2358.8985980050165,
70
+ "latency_bs128_median_ms": 52.68615736666409,
71
+ "throughput_bs128_img_s": 2429.4806529388106,
72
+ "train_energy_j": 746359.3231750852,
73
+ "train_energy_kwh": 0.20732203421530146,
74
+ "train_co2_kg": 0.09847796625226819,
75
+ "total_gpu_hours": 2.782113912569152,
76
+ "inference_co2_g_per_1k_images": 0.03959068447448981,
77
+ "energy_per_accuracy_point": 0.003423415360226246,
78
+ "reference_accuracy": "NA",
79
+ "accuracy_change_pts": 0.0,
80
+ "compression_ratio": 1.0,
81
+ "speedup_vs_baseline": 1.0,
82
+ "flops_reduction_pct": 0.0,
83
+ "energy_reduction_pct": 0.0,
84
+ "worst_class_f1": 0.3282051282051282,
85
+ "best_class_f1": 0.8516746411483254,
86
+ "n_classes_below_50pct_f1": 28,
87
+ "exit_accuracies_json": "NA",
88
+ "msc_mean_depth_tau0.1": "NA",
89
+ "msc_std_depth_tau0.1": "NA",
90
+ "frac_irreducible_tau0.1": "NA",
91
+ "accuracy_gap_vs_reference": "NA",
92
+ "recipe_ok": "NA"
93
+ }
runs/p1-vit_tiny-cifar100-base-s3/metrics/inference_bench.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ warmup_batches_discarded,n_repeats,latency_bs1_median_ms,throughput_bs1_img_s,latency_bs1_mean_ms,latency_bs1_p90_ms,latency_bs1_p99_ms,latency_bs1_std_ms,inference_energy_j_per_image,inference_power_mean_w,latency_bs32_median_ms,throughput_bs32_img_s,latency_bs128_median_ms,throughput_bs128_img_s
2
+ 10,5,5.237383766674005,190.93502491894898,5.242002260001755,5.265632253337268,5.270522985336962,0.01992998943506328,0.30005571391192276,30.241428571428575,13.565653066674106,2358.8985980050165,52.68615736666409,2429.4806529388106
runs/p1-vit_tiny-cifar100-base-s3/metrics/per_class.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class_index,class_name,precision,recall,f1,support,accuracy
2
+ 0,apple,0.7735849056603774,0.82,0.7961165048543689,100,0.82
3
+ 1,aquarium_fish,0.6466165413533834,0.86,0.7381974248927039,100,0.86
4
+ 2,baby,0.49166666666666664,0.59,0.5363636363636364,100,0.59
5
+ 3,bear,0.5625,0.45,0.5,100,0.45
6
+ 4,beaver,0.4631578947368421,0.44,0.4512820512820513,100,0.44
7
+ 5,bed,0.5545454545454546,0.61,0.580952380952381,100,0.61
8
+ 6,bee,0.6272727272727273,0.69,0.6571428571428571,100,0.69
9
+ 7,beetle,0.5726495726495726,0.67,0.6175115207373272,100,0.67
10
+ 8,bicycle,0.6989247311827957,0.65,0.6735751295336787,100,0.65
11
+ 9,bottle,0.6956521739130435,0.64,0.6666666666666666,100,0.64
12
+ 10,bowl,0.4266666666666667,0.32,0.3657142857142857,100,0.32
13
+ 11,boy,0.46938775510204084,0.46,0.46464646464646464,100,0.46
14
+ 12,bridge,0.7021276595744681,0.66,0.6804123711340206,100,0.66
15
+ 13,bus,0.49,0.49,0.49,100,0.49
16
+ 14,butterfly,0.6071428571428571,0.51,0.5543478260869565,100,0.51
17
+ 15,camel,0.514018691588785,0.55,0.5314009661835749,100,0.55
18
+ 16,can,0.6813186813186813,0.62,0.6492146596858639,100,0.62
19
+ 17,castle,0.7755102040816326,0.76,0.7676767676767676,100,0.76
20
+ 18,caterpillar,0.53125,0.51,0.5204081632653061,100,0.51
21
+ 19,cattle,0.5813953488372093,0.5,0.5376344086021505,100,0.5
22
+ 20,chair,0.8,0.8,0.8,100,0.8
23
+ 21,chimpanzee,0.7207207207207207,0.8,0.7582938388625592,100,0.8
24
+ 22,clock,0.4791666666666667,0.46,0.46938775510204084,100,0.46
25
+ 23,cloud,0.79,0.79,0.79,100,0.79
26
+ 24,cockroach,0.7884615384615384,0.82,0.803921568627451,100,0.82
27
+ 25,couch,0.4791666666666667,0.46,0.46938775510204084,100,0.46
28
+ 26,crab,0.5416666666666666,0.52,0.5306122448979592,100,0.52
29
+ 27,crocodile,0.4891304347826087,0.45,0.46875,100,0.45
30
+ 28,cup,0.6161616161616161,0.61,0.6130653266331658,100,0.61
31
+ 29,dinosaur,0.6162790697674418,0.53,0.5698924731182796,100,0.53
32
+ 30,dolphin,0.5660377358490566,0.6,0.5825242718446602,100,0.6
33
+ 31,elephant,0.6476190476190476,0.68,0.6634146341463415,100,0.68
34
+ 32,flatfish,0.5051546391752577,0.49,0.49746192893401014,100,0.49
35
+ 33,forest,0.5487804878048781,0.45,0.4945054945054945,100,0.45
36
+ 34,fox,0.5865384615384616,0.61,0.5980392156862745,100,0.61
37
+ 35,girl,0.37962962962962965,0.41,0.3942307692307692,100,0.41
38
+ 36,hamster,0.6666666666666666,0.7,0.6829268292682927,100,0.7
39
+ 37,house,0.53,0.53,0.53,100,0.53
40
+ 38,kangaroo,0.4803921568627451,0.49,0.48514851485148514,100,0.49
41
+ 39,keyboard,0.8372093023255814,0.72,0.7741935483870968,100,0.72
42
+ 40,lamp,0.47368421052631576,0.45,0.46153846153846156,100,0.45
43
+ 41,lawn_mower,0.845360824742268,0.82,0.8324873096446701,100,0.82
44
+ 42,leopard,0.651685393258427,0.58,0.6137566137566137,100,0.58
45
+ 43,lion,0.6371681415929203,0.72,0.676056338028169,100,0.72
46
+ 44,lizard,0.379746835443038,0.3,0.33519553072625696,100,0.3
47
+ 45,lobster,0.49473684210526314,0.47,0.48205128205128206,100,0.47
48
+ 46,man,0.4523809523809524,0.38,0.41304347826086957,100,0.38
49
+ 47,maple_tree,0.6310679611650486,0.65,0.6403940886699507,100,0.65
50
+ 48,motorcycle,0.75,0.84,0.7924528301886793,100,0.84
51
+ 49,mountain,0.7040816326530612,0.69,0.696969696969697,100,0.69
52
+ 50,mouse,0.4725274725274725,0.43,0.450261780104712,100,0.43
53
+ 51,mushroom,0.6597938144329897,0.64,0.649746192893401,100,0.64
54
+ 52,oak_tree,0.504,0.63,0.56,100,0.63
55
+ 53,orange,0.8,0.88,0.8380952380952381,100,0.88
56
+ 54,orchid,0.7117117117117117,0.79,0.7488151658767772,100,0.79
57
+ 55,otter,0.38461538461538464,0.3,0.33707865168539325,100,0.3
58
+ 56,palm_tree,0.7407407407407407,0.8,0.7692307692307693,100,0.8
59
+ 57,pear,0.7160493827160493,0.58,0.6408839779005525,100,0.58
60
+ 58,pickup_truck,0.6470588235294118,0.66,0.6534653465346535,100,0.66
61
+ 59,pine_tree,0.5894736842105263,0.56,0.5743589743589743,100,0.56
62
+ 60,plain,0.8173076923076923,0.85,0.8333333333333334,100,0.85
63
+ 61,plate,0.5698924731182796,0.53,0.5492227979274611,100,0.53
64
+ 62,poppy,0.6981132075471698,0.74,0.7184466019417476,100,0.74
65
+ 63,porcupine,0.5740740740740741,0.62,0.5961538461538461,100,0.62
66
+ 64,possum,0.47058823529411764,0.4,0.43243243243243246,100,0.4
67
+ 65,rabbit,0.4224137931034483,0.49,0.4537037037037037,100,0.49
68
+ 66,raccoon,0.5225225225225225,0.58,0.5497630331753555,100,0.58
69
+ 67,ray,0.46078431372549017,0.47,0.46534653465346537,100,0.47
70
+ 68,road,0.8165137614678899,0.89,0.8516746411483254,100,0.89
71
+ 69,rocket,0.7628865979381443,0.74,0.751269035532995,100,0.74
72
+ 70,rose,0.6442307692307693,0.67,0.6568627450980392,100,0.67
73
+ 71,sea,0.7254901960784313,0.74,0.7326732673267327,100,0.74
74
+ 72,seal,0.3368421052631579,0.32,0.3282051282051282,100,0.32
75
+ 73,shark,0.4945054945054945,0.45,0.4712041884816754,100,0.45
76
+ 74,shrew,0.41228070175438597,0.47,0.4392523364485981,100,0.47
77
+ 75,skunk,0.7920792079207921,0.8,0.7960199004975125,100,0.8
78
+ 76,skyscraper,0.7909090909090909,0.87,0.8285714285714286,100,0.87
79
+ 77,snail,0.49504950495049505,0.5,0.4975124378109453,100,0.5
80
+ 78,snake,0.5529411764705883,0.47,0.5081081081081081,100,0.47
81
+ 79,spider,0.6530612244897959,0.64,0.6464646464646465,100,0.64
82
+ 80,squirrel,0.4605263157894737,0.35,0.3977272727272727,100,0.35
83
+ 81,streetcar,0.5363636363636364,0.59,0.5619047619047619,100,0.59
84
+ 82,sunflower,0.8090909090909091,0.89,0.8476190476190476,100,0.89
85
+ 83,sweet_pepper,0.6239316239316239,0.73,0.6728110599078341,100,0.73
86
+ 84,table,0.6962025316455697,0.55,0.6145251396648045,100,0.55
87
+ 85,tank,0.6320754716981132,0.67,0.6504854368932039,100,0.67
88
+ 86,telephone,0.6236559139784946,0.58,0.6010362694300518,100,0.58
89
+ 87,television,0.6052631578947368,0.69,0.6448598130841121,100,0.69
90
+ 88,tiger,0.6339285714285714,0.71,0.6698113207547169,100,0.71
91
+ 89,tractor,0.6033057851239669,0.73,0.6606334841628959,100,0.73
92
+ 90,train,0.6238532110091743,0.68,0.6507177033492823,100,0.68
93
+ 91,trout,0.77,0.77,0.77,100,0.77
94
+ 92,tulip,0.55,0.44,0.4888888888888889,100,0.44
95
+ 93,turtle,0.36,0.36,0.36,100,0.36
96
+ 94,wardrobe,0.7142857142857143,0.85,0.776255707762557,100,0.85
97
+ 95,whale,0.6422018348623854,0.7,0.6698564593301436,100,0.7
98
+ 96,willow_tree,0.54,0.54,0.54,100,0.54
99
+ 97,wolf,0.5769230769230769,0.6,0.5882352941176471,100,0.6
100
+ 98,woman,0.3617021276595745,0.34,0.35051546391752575,100,0.34
101
+ 99,worm,0.717391304347826,0.66,0.6875,100,0.66