msc: batch 113 files (359398 KB) @ 2026-08-02T11:37:40Z
Browse files- analysis/per_sample_alignment_phase0.csv +7 -0
- registry/plans/acct1_w0of4_p0.json +2 -2
- runs/p0-resnet32x4-cifar100-base-s1/exit_heads.pt +3 -0
- runs/p0-resnet32x4-cifar100-base-s1/metrics/calibration.csv +16 -0
- runs/p0-resnet32x4-cifar100-base-s1/metrics/confusion_matrix.csv +101 -0
- runs/p0-resnet32x4-cifar100-base-s1/metrics/exit_metrics.csv +6 -0
- runs/p0-resnet32x4-cifar100-base-s1/metrics/final.csv +2 -0
- runs/p0-resnet32x4-cifar100-base-s1/metrics/final.json +93 -0
- runs/p0-resnet32x4-cifar100-base-s1/metrics/inference_bench.csv +2 -0
- runs/p0-resnet32x4-cifar100-base-s1/metrics/per_class.csv +101 -0
- runs/p0-resnet32x4-cifar100-base-s2/exit_heads.pt +3 -0
- runs/p0-resnet32x4-cifar100-base-s2/metrics/calibration.csv +16 -0
- runs/p0-resnet32x4-cifar100-base-s2/metrics/confusion_matrix.csv +101 -0
- runs/p0-resnet32x4-cifar100-base-s2/metrics/exit_metrics.csv +6 -0
- runs/p0-resnet32x4-cifar100-base-s2/metrics/final.csv +2 -0
- runs/p0-resnet32x4-cifar100-base-s2/metrics/final.json +93 -0
- runs/p0-resnet32x4-cifar100-base-s2/metrics/inference_bench.csv +2 -0
- runs/p0-resnet32x4-cifar100-base-s2/metrics/per_class.csv +101 -0
- runs/p0-wrn_40_2-cifar100-base-s1/exit_heads.pt +3 -0
- runs/p0-wrn_40_2-cifar100-base-s1/metrics/calibration.csv +16 -0
- runs/p0-wrn_40_2-cifar100-base-s1/metrics/confusion_matrix.csv +101 -0
- runs/p0-wrn_40_2-cifar100-base-s1/metrics/exit_metrics.csv +6 -0
- runs/p0-wrn_40_2-cifar100-base-s1/metrics/final.csv +2 -0
- runs/p0-wrn_40_2-cifar100-base-s1/metrics/final.json +93 -0
- runs/p0-wrn_40_2-cifar100-base-s1/metrics/inference_bench.csv +2 -0
- runs/p0-wrn_40_2-cifar100-base-s1/metrics/per_class.csv +101 -0
analysis/per_sample_alignment_phase0.csv
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run_id,split,rows,order_fingerprint,arch
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p0-resnet32x4-cifar100-base-s1,test,10000,80031c23f8300724,resnet32x4
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p0-resnet32x4-cifar100-base-s1,train_holdout,5000,80031c23f8300724,resnet32x4
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p0-resnet32x4-cifar100-base-s2,test,10000,80031c23f8300724,resnet32x4
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p0-resnet32x4-cifar100-base-s2,train_holdout,5000,80031c23f8300724,resnet32x4
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p0-wrn_40_2-cifar100-base-s1,test,10000,80031c23f8300724,wrn_40_2
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p0-wrn_40_2-cifar100-base-s1,train_holdout,5000,80031c23f8300724,wrn_40_2
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registry/plans/acct1_w0of4_p0.json
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"num_workers": 4,
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"n_universe": 4,
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"n_mine": 1,
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-
"n_done_global":
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"n_todo": 0,
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"n_stolen": 0,
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"mine": [
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],
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"todo": [],
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"stolen": [],
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-
"planned_utc": "2026-08-02T11:
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"account": "acct1",
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"phase": "p0",
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"title": "Phase 0 measurement"
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"num_workers": 4,
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| 4 |
"n_universe": 4,
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"n_mine": 1,
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+
"n_done_global": 3,
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"n_todo": 0,
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"n_stolen": 0,
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"mine": [
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],
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"todo": [],
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"stolen": [],
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+
"planned_utc": "2026-08-02T11:37:39Z",
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"account": "acct1",
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"phase": "p0",
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"title": "Phase 0 measurement"
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runs/p0-resnet32x4-cifar100-base-s1/exit_heads.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:6e363eb469142c9164608d419886d402617e9591d8472cc087b61db547653b53
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size 360048
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runs/p0-resnet32x4-cifar100-base-s1/metrics/calibration.csv
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bin_lo,bin_hi,count,confidence,accuracy,gap
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0.0,0.06666666666666667,0,NA,NA,NA
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| 3 |
+
0.06666666666666667,0.13333333333333333,22,0.11774453520774841,0.18181818181818182,0.06407364661043341
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| 4 |
+
0.13333333333333333,0.2,72,0.1724000722169876,0.2361111111111111,0.0637110388941235
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| 5 |
+
0.2,0.26666666666666666,151,0.2345024049282074,0.23178807947019867,-0.0027143254580087317
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| 6 |
+
0.26666666666666666,0.3333333333333333,169,0.29972314834594727,0.2603550295857988,-0.03936811876014845
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| 7 |
+
0.3333333333333333,0.4,172,0.3656161427497864,0.27325581395348836,-0.09236032879629802
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| 8 |
+
0.4,0.4666666666666667,217,0.43564969301223755,0.3271889400921659,-0.10846075292007162
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| 9 |
+
0.4666666666666667,0.5333333333333333,256,0.5042206645011902,0.4296875,-0.07453316450119019
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| 10 |
+
0.5333333333333333,0.6,303,0.5673716068267822,0.44884488448844884,-0.11852672233833339
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| 11 |
+
0.6,0.6666666666666666,271,0.634368360042572,0.5092250922509225,-0.12514326779164953
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| 12 |
+
0.6666666666666666,0.7333333333333333,278,0.7013795375823975,0.5863309352517986,-0.11504860233059888
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+
0.7333333333333333,0.8,354,0.7682993412017822,0.5734463276836158,-0.19485301351816642
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+
0.8,0.8666666666666667,473,0.8355064988136292,0.6659619450317125,-0.16954455378191668
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+
0.8666666666666667,0.9333333333333333,615,0.9032555222511292,0.7024390243902439,-0.2008164978608853
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| 16 |
+
0.9333333333333333,1.0,6647,0.9918856024742126,0.9393711448773883,-0.05251445759682438
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runs/p0-resnet32x4-cifar100-base-s1/metrics/confusion_matrix.csv
ADDED
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| 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
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| 2 |
+
true_apple,94,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
|
| 3 |
+
true_aquarium_fish,0,92,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 4 |
+
true_baby,0,0,69,0,0,1,1,0,0,0,0,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,5,0,0,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0
|
| 5 |
+
true_bear,0,0,0,64,8,0,0,0,0,0,1,1,0,0,0,0,0,0,0,3,0,4,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,2,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,0
|
| 6 |
+
true_beaver,0,0,0,2,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,2,0,0,0,0,6,0,0,0,0,0,0,0,5,4,1,1,0,0,0,0,0,0,0,3,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
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| 7 |
+
true_bed,0,0,0,0,0,86,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,0,0,0,2,0,0,0,0,1
|
| 8 |
+
true_bee,0,1,0,0,0,0,88,1,0,1,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 9 |
+
true_beetle,0,0,0,0,0,0,1,82,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,3,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1
|
| 10 |
+
true_bicycle,0,0,0,0,0,0,0,0,90,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,1,1,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 11 |
+
true_bottle,0,0,0,0,0,0,0,0,0,89,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,1,0
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| 12 |
+
true_bowl,0,0,0,0,0,0,0,0,1,0,59,1,0,0,0,0,4,0,1,0,0,0,4,0,0,1,0,0,8,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,8,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,1
|
| 13 |
+
true_boy,0,0,8,0,0,0,0,0,0,0,0,57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,15,0,0,0,0,0,0,0,0,0,0,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0
|
| 14 |
+
true_bridge,0,0,0,0,0,0,0,0,0,0,0,0,86,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,1,0,0,0
|
| 15 |
+
true_bus,0,0,0,0,0,0,0,0,0,0,0,0,1,73,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,1,0,4,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,8,0,0,1,1,0,2,0,0,4,0,0,0,0,0,0,0,0,0
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| 16 |
+
true_butterfly,0,0,0,1,0,0,0,2,0,0,0,1,0,0,79,0,0,0,3,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,2,0,0,0,0,0,0,0,0,2,0,0,1,2,0,0,0,0,1,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,0
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| 17 |
+
true_camel,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,84,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,1,0,0
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| 18 |
+
true_can,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,84,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,3,1,0,0,0,0,0,0,0,0,0,0,0,0
|
| 19 |
+
true_castle,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,86,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 20 |
+
true_caterpillar,0,1,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,79,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,2,1,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,2,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1
|
| 21 |
+
true_cattle,0,0,0,2,1,0,0,0,0,0,1,0,0,0,0,1,0,0,0,71,0,0,0,0,0,0,0,1,0,1,0,1,0,0,0,0,0,0,6,0,0,0,3,0,0,1,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0
|
| 22 |
+
true_chair,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,92,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
|
| 23 |
+
true_chimpanzee,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,94,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
|
| 24 |
+
true_clock,0,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0,0,1,0,0,0,0,79,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,4,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1
|
| 25 |
+
true_cloud,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,84,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,4,0,0,0,1,0,0,0,0,1,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 26 |
+
true_cockroach,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,90,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
|
| 27 |
+
true_couch,0,0,0,0,0,8,0,0,0,1,0,0,0,1,0,0,1,0,0,0,7,0,0,0,0,73,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,2,0,0,1,0,0,0,0,1,0,1,0,0,0
|
| 28 |
+
true_crab,0,0,0,0,0,0,1,1,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,1,1,0,77,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
|
| 29 |
+
true_crocodile,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,6,0,0,0,0,0,0,0,0,69,0,0,1,1,1,0,0,0,0,0,0,0,0,0,2,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,1,1,0,0,0,0,1,2,0,0,0,1,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0
|
| 30 |
+
true_cup,0,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,86,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1
|
| 31 |
+
true_dinosaur,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,2,0,80,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,2,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,2,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
|
| 32 |
+
true_dolphin,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,74,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,8,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,10,0,0,0,0
|
| 33 |
+
true_elephant,0,0,0,3,0,0,0,0,1,0,0,0,0,1,0,6,1,0,0,1,0,1,0,0,0,0,0,0,0,2,0,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 34 |
+
true_flatfish,0,2,1,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,72,0,0,0,0,0,0,0,0,0,1,0,0,0,4,0,0,1,0,0,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,1,0,0,0,0,1,1,3,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,2,0,0,0,0
|
| 35 |
+
true_forest,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,71,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,4,0,1,0,0,0,1,2,0,0,2,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,9,0,0,0
|
| 36 |
+
true_fox,0,2,0,3,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,84,0,0,0,2,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
|
| 37 |
+
true_girl,0,0,7,0,0,0,0,0,0,0,0,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,59,1,0,0,0,0,0,0,1,0,1,4,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,11,0
|
| 38 |
+
true_hamster,1,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,82,1,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,3,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 39 |
+
true_house,0,0,0,1,0,0,0,0,0,0,0,0,3,0,0,0,1,5,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,1,0,0,0,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,1,0,1,0,0,2,0,0,0,0,0,0,0,0,0
|
| 40 |
+
true_kangaroo,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,2,0,0,0,81,0,0,0,1,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,2,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0
|
| 41 |
+
true_keyboard,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,92,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0
|
| 42 |
+
true_lamp,0,0,0,0,0,1,0,1,0,2,0,1,0,0,0,0,1,0,1,0,0,0,0,0,0,1,0,0,3,0,0,0,0,1,0,0,0,0,0,0,69,1,0,0,0,1,2,0,0,0,1,0,0,0,0,0,0,2,1,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,2
|
| 43 |
+
true_lawn_mower,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,89,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,5,0,0,0,0,0,0,0,0,0,0
|
| 44 |
+
true_leopard,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,0,0,0,82,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,3,0,0
|
| 45 |
+
true_lion,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,88,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
|
| 46 |
+
true_lizard,0,1,1,0,1,0,0,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,6,0,0,0,0,1,1,0,0,0,0,0,0,0,0,2,0,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,1,0,1,4,1,2,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0,3
|
| 47 |
+
true_lobster,0,1,1,1,0,0,0,1,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,1,0,3,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,74,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1,0,0,0,1,0,0,0,0,0,2,0,0,0,2,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1
|
| 48 |
+
true_man,0,0,3,0,0,0,0,0,0,0,0,11,0,1,0,3,0,0,0,0,0,2,0,0,0,0,0,0,1,1,0,2,4,0,0,2,0,0,0,0,0,0,0,0,0,0,62,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0
|
| 49 |
+
true_maple_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,68,0,0,0,0,18,0,0,0,1,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0
|
| 50 |
+
true_motorcycle,0,0,0,0,0,0,0,0,2,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,93,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0
|
| 51 |
+
true_mountain,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,91,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0
|
| 52 |
+
true_mouse,0,0,1,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,1,0,1,0,1,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,69,1,0,0,0,0,0,0,0,0,0,0,0,0,5,4,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
|
| 53 |
+
true_mushroom,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,2,0,0,1,0,0,1,0,0,0,1,0,0,0,0,0,0,83,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,1,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0
|
| 54 |
+
true_oak_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,0,0,0,0,73,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0
|
| 55 |
+
true_orange,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,95,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 56 |
+
true_orchid,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,88,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
|
| 57 |
+
true_otter,0,0,0,1,4,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0,1,0,0,0,0,3,0,1,0,1,1,0,0,3,0,0,0,0,1,0,0,0,61,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,11,3,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
|
| 58 |
+
true_palm_tree,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,92,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 59 |
+
true_pear,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,4,0,0,0,81,0,0,0,1,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 60 |
+
true_pickup_truck,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,90,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0
|
| 61 |
+
true_pine_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,4,0,1,0,0,14,0,0,0,2,1,0,63,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,0,0,0
|
| 62 |
+
true_plain,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,92,0,0,0,0,0,0,0,2,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 63 |
+
true_plate,0,0,0,0,0,0,0,0,0,0,8,0,0,1,0,0,2,0,0,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
|
| 64 |
+
true_poppy,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,79,0,0,0,0,1,0,0,3,0,0,1,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,10,0,0,0,0,0,0,0
|
| 65 |
+
true_porcupine,0,0,0,0,3,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,84,0,0,0,0,0,0,0,0,1,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 66 |
+
true_possum,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,3,0,1,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,1,2,0,0,0,0,0,0,0,0,66,2,3,2,0,0,0,0,0,0,0,0,0,1,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,1
|
| 67 |
+
true_rabbit,0,0,1,2,0,0,0,0,1,0,1,1,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,3,0,0,0,0,0,0,0,0,0,0,0,3,1,0,0,0,4,0,0,0,0,0,0,0,0,2,70,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1
|
| 68 |
+
true_raccoon,0,0,0,2,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,86,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
|
| 69 |
+
true_ray,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,2,0,0,0,1,0,0,2,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,69,0,1,0,0,1,6,1,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,2
|
| 70 |
+
true_road,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,95,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 71 |
+
true_rocket,0,0,0,0,0,0,1,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,89,0,2,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 72 |
+
true_rose,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0,2,0,1,0,0,0,0,1,6,0,0,0,0,0,1,0,72,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,9,0,0,0,0,0,0,0
|
| 73 |
+
true_sea,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,86,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 74 |
+
true_seal,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,4,0,1,2,2,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,1,0,0,0,0,8,0,1,0,0,0,0,0,0,0,1,2,1,0,0,0,0,56,3,1,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,2,0,2,0,0,0,0
|
| 75 |
+
true_shark,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,8,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,6,0,1,0,1,1,69,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,1
|
| 76 |
+
true_shrew,0,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,10,1,0,0,0,1,0,1,0,0,0,0,0,4,0,0,0,0,0,0,0,0,1,0,68,1,0,2,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
|
| 77 |
+
true_skunk,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,94,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
|
| 78 |
+
true_skyscraper,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,1,0,0,93,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1
|
| 79 |
+
true_snail,0,0,0,0,0,0,1,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,2,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,83,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1
|
| 80 |
+
true_snake,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,1,0,0,6,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,66,0,0,0,0,1,0,0,0,0,0,0,0,2,0,1,0,0,0,0,0,12
|
| 81 |
+
true_spider,0,0,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,1,0,3,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,85,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 82 |
+
true_squirrel,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,2,0,2,0,2,0,0,0,1,1,0,0,0,1,0,0,0,1,1,1,1,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,3,0,1,0,0,68,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,3,0,0
|
| 83 |
+
true_streetcar,0,0,0,0,0,0,0,0,0,0,0,0,1,6,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,82,0,0,0,0,0,1,0,0,4,0,0,0,0,0,0,0,0,0
|
| 84 |
+
true_sunflower,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,95,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 85 |
+
true_sweet_pepper,3,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,4,2,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,83,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
|
| 86 |
+
true_table,0,0,0,0,0,2,0,0,1,1,1,0,0,0,0,0,1,0,0,0,3,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,0,1,0,0,0,0,75,2,0,1,0,2,0,0,0,0,0,1,0,0,0,0
|
| 87 |
+
true_tank,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,93,0,0,0,1,1,0,0,0,0,0,0,0,0,0
|
| 88 |
+
true_telephone,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,81,4,0,0,0,0,0,0,1,1,0,0,0,0
|
| 89 |
+
true_television,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,90,0,0,0,0,0,0,1,0,0,0,1,0
|
| 90 |
+
true_tiger,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,86,0,0,0,0,0,0,0,0,0,0,0
|
| 91 |
+
true_tractor,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,94,1,1,0,0,0,0,0,0,0,0
|
| 92 |
+
true_train,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,5,0,0,0,0,0,2,0,1,84,0,0,0,0,1,0,0,0,0
|
| 93 |
+
true_trout,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,85,0,0,0,0,0,0,0,0
|
| 94 |
+
true_tulip,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,1,10,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,1,0,0,1,4,1,0,0,0,0,0,0,0,71,0,0,0,0,0,0,0
|
| 95 |
+
true_turtle,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,2,2,0,1,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,1,0,0,6,0,0,0,0,3,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,69,0,2,0,0,0,0
|
| 96 |
+
true_wardrobe,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,94,0,0,0,0,0
|
| 97 |
+
true_whale,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,2,3,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,0,79,0,0,0,1
|
| 98 |
+
true_willow_tree,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0,0,0,0,0,0,0,0,0,11,0,1,0,0,7,0,0,0,1,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,69,0,0,0
|
| 99 |
+
true_wolf,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,2,0,1,1,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,88,0,0
|
| 100 |
+
true_woman,0,0,3,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,12,0,0,0,1,0,0,0,0,1,0,10,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,63,0
|
| 101 |
+
true_worm,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,1,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,79
|
runs/p0-resnet32x4-cifar100-base-s1/metrics/exit_metrics.csv
ADDED
|
@@ -0,0 +1,6 @@
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| 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
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| 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/p0-resnet32x4-cifar100-base-s1/metrics/final.csv
ADDED
|
@@ -0,0 +1,2 @@
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| 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 |
+
p0-resnet32x4-cifar100-base-s1,resnet32x4,resnet,cifar100,1,p0,base,f34d7c778fff34105b19d504db63f7ba88f8e0a3b92c62190624e9a2d5343c2e,NA,self,240,240,NA,2026-08-02T11:22:19Z,NA,0,1.0.0,2.10.0+cu128,12.8,580.159.04,Tesla T4;Tesla T4,2,0.7959,0.9428,0.8747982635498047,0.7953364188585352,0.7959,0.7953364188585353,0.7968660099292803,0.7959,0.7968660099292805,0.7958999999999999,0.7959,0.7959,0.7958999999999999,0.7938383838383838,0.7938589843453785,0.5560975609756098,0.95,0,0.07951115607321264,0.2008164978608853,0.8747937679290771,0.3058926463127136,0.8742117285728455,0.07831172857284541,7423156,0,7423156,0.0,28.355072021484375,14.177536010742188,7.088768005371094,2149369856,1074684928,289.5493313086779,103,34,1,3.877367986669924,3.83807063334037,3.9745317266700413,3.975339842669503,0.08349436833929436,14.215627100005198,57.10743549999885,260.5475759912409,2251.0438529995135,2241.3893896531663,10,5,777159.9332863983,0.21587775924622174,0.10254193564195532,2.8857677616675694,0.25055311293571386,32.491227272727265,0.03305909129012891,0.0027123729016989787,0.0,0.0,1.0,1.0,0.0,NA,NA,NA,NA,79.42,-0.1700000000000017,True
|
runs/p0-resnet32x4-cifar100-base-s1/metrics/final.json
ADDED
|
@@ -0,0 +1,93 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"run_id": "p0-resnet32x4-cifar100-base-s1",
|
| 3 |
+
"arch": "resnet32x4",
|
| 4 |
+
"family": "resnet",
|
| 5 |
+
"dataset": "cifar100",
|
| 6 |
+
"seed": 1,
|
| 7 |
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"phase": "p0",
|
| 8 |
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"method": "base",
|
| 9 |
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"config_hash": "f34d7c778fff34105b19d504db63f7ba88f8e0a3b92c62190624e9a2d5343c2e",
|
| 10 |
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"sample_order_hash": "NA",
|
| 11 |
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"baseline_run_id": "self",
|
| 12 |
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"num_epochs_planned": 240,
|
| 13 |
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"num_epochs_run": 240,
|
| 14 |
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"started_utc": "NA",
|
| 15 |
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"completed_utc": "2026-08-02T11:22:19Z",
|
| 16 |
+
"account": "NA",
|
| 17 |
+
"worker_id": 0,
|
| 18 |
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"msc_lib_version": "1.0.0",
|
| 19 |
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"torch_version": "2.10.0+cu128",
|
| 20 |
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"cuda_version": "12.8",
|
| 21 |
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"driver_version": "580.159.04",
|
| 22 |
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"gpu_names": "Tesla T4;Tesla T4",
|
| 23 |
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"n_gpus": 2,
|
| 24 |
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|
| 25 |
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"top5_accuracy": 0.9428,
|
| 26 |
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|
| 27 |
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| 28 |
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"f1_micro": 0.7959,
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| 29 |
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|
| 30 |
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"precision_macro": 0.7968660099292803,
|
| 31 |
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"precision_micro": 0.7959,
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| 32 |
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"precision_weighted": 0.7968660099292805,
|
| 33 |
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"recall_macro": 0.7958999999999999,
|
| 34 |
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"recall_micro": 0.7959,
|
| 35 |
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"recall_weighted": 0.7959,
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| 36 |
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"balanced_accuracy": 0.7958999999999999,
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| 37 |
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"cohen_kappa": 0.7938383838383838,
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| 38 |
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| 39 |
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|
| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 46 |
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| 47 |
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| 48 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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"throughput_bs1_img_s": 260.5475759912409,
|
| 62 |
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"latency_bs1_mean_ms": 3.877367986669924,
|
| 63 |
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"latency_bs1_p90_ms": 3.9745317266700413,
|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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"inference_power_mean_w": 32.491227272727265,
|
| 68 |
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"latency_bs32_median_ms": 14.215627100005198,
|
| 69 |
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"throughput_bs32_img_s": 2251.0438529995135,
|
| 70 |
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"latency_bs128_median_ms": 57.10743549999885,
|
| 71 |
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"throughput_bs128_img_s": 2241.3893896531663,
|
| 72 |
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"train_energy_j": 777159.9332863983,
|
| 73 |
+
"train_energy_kwh": 0.21587775924622174,
|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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"energy_per_accuracy_point": 0.0027123729016989787,
|
| 78 |
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"reference_accuracy": 79.42,
|
| 79 |
+
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|
| 80 |
+
"compression_ratio": 1.0,
|
| 81 |
+
"speedup_vs_baseline": 1.0,
|
| 82 |
+
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|
| 83 |
+
"energy_reduction_pct": 0.0,
|
| 84 |
+
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|
| 85 |
+
"recipe_ok": true,
|
| 86 |
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|
| 87 |
+
"best_class_f1": 0.95,
|
| 88 |
+
"n_classes_below_50pct_f1": 0,
|
| 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/p0-resnet32x4-cifar100-base-s1/metrics/inference_bench.csv
ADDED
|
@@ -0,0 +1,2 @@
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|
|
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|
|
| 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 |
+
10,5,3.83807063334037,260.5475759912409,3.877367986669924,3.9745317266700413,3.975339842669503,0.08349436833929436,0.25055311293571386,32.491227272727265,14.215627100005198,2251.0438529995135,57.10743549999885,2241.3893896531663
|
runs/p0-resnet32x4-cifar100-base-s1/metrics/per_class.csv
ADDED
|
@@ -0,0 +1,101 @@
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|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class_index,class_name,precision,recall,f1,support,accuracy
|
| 2 |
+
0,apple,0.9038461538461539,0.94,0.9215686274509803,100,0.94
|
| 3 |
+
1,aquarium_fish,0.8846153846153846,0.92,0.9019607843137255,100,0.92
|
| 4 |
+
2,baby,0.69,0.69,0.69,100,0.69
|
| 5 |
+
3,bear,0.7032967032967034,0.64,0.6701570680628273,100,0.64
|
| 6 |
+
4,beaver,0.6634615384615384,0.69,0.6764705882352942,100,0.69
|
| 7 |
+
5,bed,0.8431372549019608,0.86,0.8514851485148515,100,0.86
|
| 8 |
+
6,bee,0.88,0.88,0.88,100,0.88
|
| 9 |
+
7,beetle,0.845360824742268,0.82,0.8324873096446701,100,0.82
|
| 10 |
+
8,bicycle,0.9090909090909091,0.9,0.9045226130653267,100,0.9
|
| 11 |
+
9,bottle,0.898989898989899,0.89,0.8944723618090452,100,0.89
|
| 12 |
+
10,bowl,0.7023809523809523,0.59,0.6413043478260869,100,0.59
|
| 13 |
+
11,boy,0.5428571428571428,0.57,0.5560975609756098,100,0.57
|
| 14 |
+
12,bridge,0.8514851485148515,0.86,0.8557213930348259,100,0.86
|
| 15 |
+
13,bus,0.7684210526315789,0.73,0.7487179487179487,100,0.73
|
| 16 |
+
14,butterfly,0.8315789473684211,0.79,0.8102564102564103,100,0.79
|
| 17 |
+
15,camel,0.7850467289719626,0.84,0.8115942028985508,100,0.84
|
| 18 |
+
16,can,0.7777777777777778,0.84,0.8076923076923077,100,0.84
|
| 19 |
+
17,castle,0.9052631578947369,0.86,0.882051282051282,100,0.86
|
| 20 |
+
18,caterpillar,0.7745098039215687,0.79,0.7821782178217822,100,0.79
|
| 21 |
+
19,cattle,0.8658536585365854,0.71,0.7802197802197802,100,0.71
|
| 22 |
+
20,chair,0.9019607843137255,0.92,0.9108910891089109,100,0.92
|
| 23 |
+
21,chimpanzee,0.8867924528301887,0.94,0.912621359223301,100,0.94
|
| 24 |
+
22,clock,0.8494623655913979,0.79,0.8186528497409327,100,0.79
|
| 25 |
+
23,cloud,0.8842105263157894,0.84,0.8615384615384616,100,0.84
|
| 26 |
+
24,cockroach,0.8823529411764706,0.9,0.8910891089108911,100,0.9
|
| 27 |
+
25,couch,0.7525773195876289,0.73,0.7411167512690355,100,0.73
|
| 28 |
+
26,crab,0.8191489361702128,0.77,0.7938144329896907,100,0.77
|
| 29 |
+
27,crocodile,0.69,0.69,0.69,100,0.69
|
| 30 |
+
28,cup,0.8431372549019608,0.86,0.8514851485148515,100,0.86
|
| 31 |
+
29,dinosaur,0.8247422680412371,0.8,0.8121827411167513,100,0.8
|
| 32 |
+
30,dolphin,0.74,0.74,0.74,100,0.74
|
| 33 |
+
31,elephant,0.8260869565217391,0.76,0.7916666666666666,100,0.76
|
| 34 |
+
32,flatfish,0.75,0.72,0.7346938775510204,100,0.72
|
| 35 |
+
33,forest,0.7244897959183674,0.71,0.7171717171717171,100,0.71
|
| 36 |
+
34,fox,0.8484848484848485,0.84,0.8442211055276382,100,0.84
|
| 37 |
+
35,girl,0.6210526315789474,0.59,0.6051282051282051,100,0.59
|
| 38 |
+
36,hamster,0.9213483146067416,0.82,0.8677248677248677,100,0.82
|
| 39 |
+
37,house,0.8229166666666666,0.79,0.8061224489795918,100,0.79
|
| 40 |
+
38,kangaroo,0.7788461538461539,0.81,0.7941176470588235,100,0.81
|
| 41 |
+
39,keyboard,0.8761904761904762,0.92,0.8975609756097561,100,0.92
|
| 42 |
+
40,lamp,0.8414634146341463,0.69,0.7582417582417582,100,0.69
|
| 43 |
+
41,lawn_mower,0.89,0.89,0.89,100,0.89
|
| 44 |
+
42,leopard,0.780952380952381,0.82,0.8,100,0.82
|
| 45 |
+
43,lion,0.9166666666666666,0.88,0.8979591836734694,100,0.88
|
| 46 |
+
44,lizard,0.6190476190476191,0.65,0.6341463414634146,100,0.65
|
| 47 |
+
45,lobster,0.6788990825688074,0.74,0.7081339712918661,100,0.74
|
| 48 |
+
46,man,0.6262626262626263,0.62,0.6231155778894473,100,0.62
|
| 49 |
+
47,maple_tree,0.6355140186915887,0.68,0.6570048309178744,100,0.68
|
| 50 |
+
48,motorcycle,0.93,0.93,0.93,100,0.93
|
| 51 |
+
49,mountain,0.8348623853211009,0.91,0.8708133971291866,100,0.91
|
| 52 |
+
50,mouse,0.69,0.69,0.69,100,0.69
|
| 53 |
+
51,mushroom,0.7830188679245284,0.83,0.8058252427184466,100,0.83
|
| 54 |
+
52,oak_tree,0.6517857142857143,0.73,0.6886792452830188,100,0.73
|
| 55 |
+
53,orange,0.8715596330275229,0.95,0.9090909090909091,100,0.95
|
| 56 |
+
54,orchid,0.8712871287128713,0.88,0.8756218905472637,100,0.88
|
| 57 |
+
55,otter,0.6039603960396039,0.61,0.6069651741293532,100,0.61
|
| 58 |
+
56,palm_tree,0.8846153846153846,0.92,0.9019607843137255,100,0.92
|
| 59 |
+
57,pear,0.8350515463917526,0.81,0.8223350253807107,100,0.81
|
| 60 |
+
58,pickup_truck,0.9278350515463918,0.9,0.9137055837563451,100,0.9
|
| 61 |
+
59,pine_tree,0.7682926829268293,0.63,0.6923076923076923,100,0.63
|
| 62 |
+
60,plain,0.8363636363636363,0.92,0.8761904761904762,100,0.92
|
| 63 |
+
61,plate,0.7572815533980582,0.78,0.7684729064039408,100,0.78
|
| 64 |
+
62,poppy,0.7383177570093458,0.79,0.7632850241545893,100,0.79
|
| 65 |
+
63,porcupine,0.8155339805825242,0.84,0.8275862068965517,100,0.84
|
| 66 |
+
64,possum,0.7096774193548387,0.66,0.6839378238341969,100,0.66
|
| 67 |
+
65,rabbit,0.7216494845360825,0.7,0.7106598984771574,100,0.7
|
| 68 |
+
66,raccoon,0.8775510204081632,0.86,0.8686868686868687,100,0.86
|
| 69 |
+
67,ray,0.7040816326530612,0.69,0.696969696969697,100,0.69
|
| 70 |
+
68,road,0.9223300970873787,0.95,0.9359605911330049,100,0.95
|
| 71 |
+
69,rocket,0.8240740740740741,0.89,0.8557692307692307,100,0.89
|
| 72 |
+
70,rose,0.8780487804878049,0.72,0.7912087912087912,100,0.72
|
| 73 |
+
71,sea,0.8037383177570093,0.86,0.8309178743961353,100,0.86
|
| 74 |
+
72,seal,0.6153846153846154,0.56,0.5863874345549738,100,0.56
|
| 75 |
+
73,shark,0.6448598130841121,0.69,0.6666666666666666,100,0.69
|
| 76 |
+
74,shrew,0.6071428571428571,0.68,0.6415094339622641,100,0.68
|
| 77 |
+
75,skunk,0.9038461538461539,0.94,0.9215686274509803,100,0.94
|
| 78 |
+
76,skyscraper,0.9029126213592233,0.93,0.916256157635468,100,0.93
|
| 79 |
+
77,snail,0.7545454545454545,0.83,0.7904761904761904,100,0.83
|
| 80 |
+
78,snake,0.6947368421052632,0.66,0.676923076923077,100,0.66
|
| 81 |
+
79,spider,0.7870370370370371,0.85,0.8173076923076923,100,0.85
|
| 82 |
+
80,squirrel,0.7727272727272727,0.68,0.723404255319149,100,0.68
|
| 83 |
+
81,streetcar,0.8282828282828283,0.82,0.8241206030150754,100,0.82
|
| 84 |
+
82,sunflower,0.95,0.95,0.95,100,0.95
|
| 85 |
+
83,sweet_pepper,0.7685185185185185,0.83,0.7980769230769231,100,0.83
|
| 86 |
+
84,table,0.8426966292134831,0.75,0.7936507936507936,100,0.75
|
| 87 |
+
85,tank,0.9207920792079208,0.93,0.9253731343283582,100,0.93
|
| 88 |
+
86,telephone,0.8350515463917526,0.81,0.8223350253807107,100,0.81
|
| 89 |
+
87,television,0.7964601769911505,0.9,0.8450704225352113,100,0.9
|
| 90 |
+
88,tiger,0.8686868686868687,0.86,0.864321608040201,100,0.86
|
| 91 |
+
89,tractor,0.8468468468468469,0.94,0.8909952606635071,100,0.94
|
| 92 |
+
90,train,0.8076923076923077,0.84,0.8235294117647058,100,0.84
|
| 93 |
+
91,trout,0.8762886597938144,0.85,0.8629441624365483,100,0.85
|
| 94 |
+
92,tulip,0.7244897959183674,0.71,0.7171717171717171,100,0.71
|
| 95 |
+
93,turtle,0.8625,0.69,0.7666666666666667,100,0.69
|
| 96 |
+
94,wardrobe,0.94,0.94,0.94,100,0.94
|
| 97 |
+
95,whale,0.7117117117117117,0.79,0.7488151658767772,100,0.79
|
| 98 |
+
96,willow_tree,0.69,0.69,0.69,100,0.69
|
| 99 |
+
97,wolf,0.8712871287128713,0.88,0.8756218905472637,100,0.88
|
| 100 |
+
98,woman,0.65625,0.63,0.6428571428571429,100,0.63
|
| 101 |
+
99,worm,0.7053571428571429,0.79,0.7452830188679245,100,0.79
|
runs/p0-resnet32x4-cifar100-base-s2/exit_heads.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:45bf19aa89d127b803dd5a0da7ced75df5cdda95f341b4078ea447197355157c
|
| 3 |
+
size 360048
|
runs/p0-resnet32x4-cifar100-base-s2/metrics/calibration.csv
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
bin_lo,bin_hi,count,confidence,accuracy,gap
|
| 2 |
+
0.0,0.06666666666666667,1,0.0641125813126564,0.0,-0.0641125813126564
|
| 3 |
+
0.06666666666666667,0.13333333333333333,16,0.11516574770212173,0.125,0.009834252297878265
|
| 4 |
+
0.13333333333333333,0.2,69,0.17306013405323029,0.2318840579710145,0.05882392391778421
|
| 5 |
+
0.2,0.26666666666666666,124,0.23564456403255463,0.1693548387096774,-0.06628972532287722
|
| 6 |
+
0.26666666666666666,0.3333333333333333,159,0.29992783069610596,0.2578616352201258,-0.04206619547598017
|
| 7 |
+
0.3333333333333333,0.4,207,0.3691677451133728,0.2608695652173913,-0.1082981798959815
|
| 8 |
+
0.4,0.4666666666666667,237,0.43376654386520386,0.37130801687763715,-0.06245852698756671
|
| 9 |
+
0.4666666666666667,0.5333333333333333,260,0.5011419653892517,0.4346153846153846,-0.06652658077386708
|
| 10 |
+
0.5333333333333333,0.6,282,0.5671050548553467,0.4858156028368794,-0.08128945201846727
|
| 11 |
+
0.6,0.6666666666666666,255,0.6333640813827515,0.5490196078431373,-0.08434447353961416
|
| 12 |
+
0.6666666666666666,0.7333333333333333,316,0.7009952664375305,0.560126582278481,-0.14086868415904952
|
| 13 |
+
0.7333333333333333,0.8,329,0.7669669985771179,0.5683890577507599,-0.19857794082635805
|
| 14 |
+
0.8,0.8666666666666667,401,0.8366190791130066,0.6134663341645885,-0.22315274494841808
|
| 15 |
+
0.8666666666666667,0.9333333333333333,643,0.9023329019546509,0.7122861586314152,-0.19004674332323568
|
| 16 |
+
0.9333333333333333,1.0,6701,0.9918086528778076,0.937621250559618,-0.05418740231818964
|
runs/p0-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,93,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
|
| 3 |
+
true_aquarium_fish,0,95,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 4 |
+
true_baby,0,0,70,0,0,2,1,0,0,0,0,7,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,7,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
|
| 5 |
+
true_bear,0,0,1,69,6,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,6,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,3,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0
|
| 6 |
+
true_beaver,0,0,0,1,64,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,2,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,1,0,0,0,4,0,0,0,0,0,0,0,8,1,1,2,0,0,0,0,0,1,0,4,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,1,0
|
| 7 |
+
true_bed,0,0,1,0,0,83,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,1,0,1,0,0,0,0,2,0,0,0,0,0
|
| 8 |
+
true_bee,0,0,0,0,0,0,85,2,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,2,2,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
|
| 9 |
+
true_beetle,0,0,0,0,0,0,2,81,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0
|
| 10 |
+
true_bicycle,0,0,0,0,0,0,0,0,92,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1
|
| 11 |
+
true_bottle,0,0,0,0,0,0,0,0,0,86,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0
|
| 12 |
+
true_bowl,1,0,1,0,0,0,0,0,0,0,57,0,0,0,0,0,2,0,0,0,0,0,3,0,0,1,2,0,7,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,2,0,0,0,8,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,4,1,0,0,0,0,0,0,1,1,0,0,0,0,1,0,1
|
| 13 |
+
true_boy,0,0,8,0,0,0,0,0,0,0,0,58,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,8,0,0,0,0,1,0,0,0,0,0,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0
|
| 14 |
+
true_bridge,0,0,0,0,0,0,0,0,0,0,0,0,84,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,1,1,0,1,2,0,0,0,0,0,0,0,0,0
|
| 15 |
+
true_bus,0,0,0,0,0,0,0,0,0,1,1,0,1,73,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,11,0,0,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0
|
| 16 |
+
true_butterfly,0,1,0,1,0,0,1,1,0,0,1,0,0,0,84,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,2,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
|
| 17 |
+
true_camel,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,80,0,0,0,3,0,0,0,0,0,0,0,1,0,2,0,4,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 18 |
+
true_can,0,0,0,0,0,1,0,0,0,2,2,0,0,0,0,0,82,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,5,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0
|
| 19 |
+
true_castle,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,84,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
|
| 20 |
+
true_caterpillar,0,1,0,0,0,0,5,2,0,0,0,0,0,0,1,0,0,0,73,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,0,0,6,1,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
|
| 21 |
+
true_cattle,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,79,1,1,0,0,0,1,1,0,0,0,0,3,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0
|
| 22 |
+
true_chair,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,90,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 23 |
+
true_chimpanzee,0,0,0,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,89,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0
|
| 24 |
+
true_clock,0,1,0,1,0,0,0,0,1,0,1,0,1,1,0,0,0,0,0,0,0,0,85,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,1
|
| 25 |
+
true_cloud,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,81,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,9,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 26 |
+
true_cockroach,0,0,0,0,0,0,1,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,87,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,0,3,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
|
| 27 |
+
true_couch,0,0,0,0,0,8,0,0,0,1,2,0,0,0,0,0,1,0,0,0,5,0,0,0,0,72,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,2,0,0,0,0,1,0,1,0,0,0
|
| 28 |
+
true_crab,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,74,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0
|
| 29 |
+
true_crocodile,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,1,0,1,0,69,0,1,0,0,1,5,0,0,0,0,1,0,0,0,1,0,7,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,2,1,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 30 |
+
true_cup,0,0,0,0,0,0,0,0,0,1,3,0,0,0,0,0,2,0,1,0,0,0,0,0,0,1,0,0,85,0,0,1,0,0,0,0,0,0,0,1,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 31 |
+
true_dinosaur,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,1,0,0,0,0,0,2,0,83,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
|
| 32 |
+
true_dolphin,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,76,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,1,1,6,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,5,0,0,0,0
|
| 33 |
+
true_elephant,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,3,0,78,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
|
| 34 |
+
true_flatfish,0,2,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0,0,0,75,0,0,0,1,0,0,0,1,0,1,0,0,0,1,0,0,0,1,0,0,0,0,1,0,1,0,0,0,0,0,1,0,2,0,3,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0
|
| 35 |
+
true_forest,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,75,0,0,0,1,0,0,0,0,0,0,0,1,0,1,0,4,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,7,0,0,0
|
| 36 |
+
true_fox,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,87,0,1,0,2,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
|
| 37 |
+
true_girl,0,0,5,0,0,0,0,0,0,0,0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,54,1,0,0,0,0,1,0,0,0,0,4,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0
|
| 38 |
+
true_hamster,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,87,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,1,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 39 |
+
true_house,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,1,0,2,0,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,1,0,2,0,0,2,0,0,0,1,0,1,0,0,0
|
| 40 |
+
true_kangaroo,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,4,0,0,0,78,0,1,0,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,1,0,3,0,0,1,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0
|
| 41 |
+
true_keyboard,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,92,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,2,0,0,0,0,0,0,0,0,0,0,0,1
|
| 42 |
+
true_lamp,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,1,0,1,0,0,0,0,78,0,0,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,1,1,0,0,0,0,0,1,0,0,0,0,1
|
| 43 |
+
true_lawn_mower,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,92,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2,1,0,2,0,0,0,0,0,0,0,0,0,0
|
| 44 |
+
true_leopard,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,82,0,1,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,2,0,0
|
| 45 |
+
true_lion,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,88,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0
|
| 46 |
+
true_lizard,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,3,0,2,0,0,1,1,0,0,0,0,0,0,1,0,1,0,60,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,1,1,0,0,0,0,7,0,3,0,0,0,0,0,0,0,1,0,0,0,0,5,0,1,0,0,0,1
|
| 47 |
+
true_lobster,0,0,0,1,0,0,0,0,1,0,2,0,0,0,1,1,0,0,0,0,0,0,0,0,2,0,3,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,71,0,0,0,0,1,0,0,0,2,1,0,0,0,0,0,1,0,0,0,0,0,2,0,0,1,1,0,0,0,0,0,0,1,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
|
| 48 |
+
true_man,0,0,1,1,0,0,0,0,0,0,1,15,0,1,0,1,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0,1,2,0,0,3,0,0,0,1,0,0,0,0,0,0,60,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0
|
| 49 |
+
true_maple_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,75,0,0,0,0,13,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,6,0,0,0
|
| 50 |
+
true_motorcycle,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,97,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 51 |
+
true_mountain,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,88,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,1,0,4,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 52 |
+
true_mouse,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,1,1,1,0,0,0,1,0,0,1,0,2,0,1,0,0,0,0,0,0,1,0,0,0,0,67,1,0,0,0,0,0,0,0,0,0,0,0,0,3,5,0,0,0,0,0,0,0,0,8,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
|
| 53 |
+
true_mushroom,0,1,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,80,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0,0,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,1
|
| 54 |
+
true_oak_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,0,0,0,0,70,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,8,0,0,0
|
| 55 |
+
true_orange,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,96,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 56 |
+
true_orchid,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,90,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
|
| 57 |
+
true_otter,0,0,0,1,5,0,0,0,0,0,0,1,0,0,1,1,0,0,0,0,0,1,0,0,0,0,1,1,0,0,0,0,0,1,0,0,0,0,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,61,0,0,0,0,0,0,0,0,3,0,1,0,0,0,0,1,8,2,0,0,0,1,0,0,3,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,1,1
|
| 58 |
+
true_palm_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,89,0,1,1,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0
|
| 59 |
+
true_pear,3,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,2,1,0,0,84,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
|
| 60 |
+
true_pickup_truck,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,93,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0
|
| 61 |
+
true_pine_tree,0,0,0,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,1,0,0,10,0,0,0,1,0,0,66,1,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,1,0,0
|
| 62 |
+
true_plain,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,88,0,0,0,0,0,0,0,2,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 63 |
+
true_plate,0,0,0,0,0,0,0,0,0,0,11,0,0,1,0,0,3,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2
|
| 64 |
+
true_poppy,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,80,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,12,0,0,0,0,0,0,0
|
| 65 |
+
true_porcupine,0,0,0,2,3,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,81,0,0,1,0,0,0,0,0,0,0,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 66 |
+
true_possum,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,1,3,0,1,0,0,0,0,1,0,1,0,0,0,0,6,0,0,0,0,4,0,0,0,0,0,0,0,1,65,3,1,1,0,0,0,0,2,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0
|
| 67 |
+
true_rabbit,0,0,1,2,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,2,74,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,2,0,0,1,0,0,0,0,1,0,0,0,0,2,0,0
|
| 68 |
+
true_raccoon,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,87,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0,1
|
| 69 |
+
true_ray,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,4,0,6,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,64,0,1,0,0,3,6,2,0,1,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,2,0,1,0,0,0,2
|
| 70 |
+
true_road,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,94,0,0,1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 71 |
+
true_rocket,0,0,0,1,0,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,86,0,1,0,0,0,0,3,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2
|
| 72 |
+
true_rose,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,4,0,0,0,0,0,0,1,4,0,0,0,0,0,1,0,77,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0
|
| 73 |
+
true_sea,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,88,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 74 |
+
true_seal,0,0,0,5,2,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,2,0,0,0,0,0,2,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,2,0,0,0,0,9,0,0,0,0,0,0,0,1,1,1,0,1,0,0,0,0,60,0,2,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0
|
| 75 |
+
true_shark,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,9,0,1,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0,0,1,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,4,0,0,0,0,3,69,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,1,0,0,0,0,0,1
|
| 76 |
+
true_shrew,0,0,1,1,3,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,10,0,0,0,0,1,0,0,0,1,0,0,0,2,0,2,0,0,0,0,0,0,1,0,64,2,0,2,1,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
|
| 77 |
+
true_skunk,0,0,0,3,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,92,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
|
| 78 |
+
true_skyscraper,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,93,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0
|
| 79 |
+
true_snail,0,0,0,0,0,0,2,0,0,1,1,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,4,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,2,0,0,72,0,0,2,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
|
| 80 |
+
true_snake,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,5,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,67,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,13
|
| 81 |
+
true_spider,0,0,0,0,0,0,3,1,0,0,0,0,0,0,2,0,0,0,1,0,0,0,1,0,0,0,3,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,82,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 82 |
+
true_squirrel,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,1,0,1,0,1,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,77,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0
|
| 83 |
+
true_streetcar,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,81,0,0,0,0,0,1,0,1,8,0,0,0,0,0,0,0,0,0
|
| 84 |
+
true_sunflower,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,92,1,0,0,0,0,1,0,1,0,0,1,0,0,1,0,0,0
|
| 85 |
+
true_sweet_pepper,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,1,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,85,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0
|
| 86 |
+
true_table,0,0,0,0,0,5,0,0,1,1,1,0,0,0,0,0,1,0,0,0,2,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,76,2,0,2,0,0,0,0,0,0,0,0,0,0,0,1
|
| 87 |
+
true_tank,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,92,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 88 |
+
true_telephone,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,5,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,76,5,0,0,0,0,0,0,3,1,0,0,0,0
|
| 89 |
+
true_television,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,93,0,0,0,0,0,0,1,0,0,0,0,0
|
| 90 |
+
true_tiger,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,4,0,0,0,1,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,85,0,0,0,0,0,0,0,0,0,0,0
|
| 91 |
+
true_tractor,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,92,1,0,0,1,0,0,0,0,0,0
|
| 92 |
+
true_train,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,4,0,0,0,0,1,2,0,0,88,0,0,1,0,1,0,0,0,0
|
| 93 |
+
true_trout,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,88,0,0,0,0,0,0,0,0
|
| 94 |
+
true_tulip,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,3,0,0,1,0,0,0,0,9,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,76,0,0,0,0,0,0,0
|
| 95 |
+
true_turtle,0,1,1,1,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,1,0,0,0,0,0,1,0,0,0,0,0,3,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1,2,0,1,0,0,0,0,0,0,1,1,1,0,0,0,74,0,0,0,0,0,0
|
| 96 |
+
true_wardrobe,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,94,0,0,0,0,0
|
| 97 |
+
true_whale,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,9,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,1,0,79,0,0,0,0
|
| 98 |
+
true_willow_tree,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,2,0,0,6,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,69,0,0,0
|
| 99 |
+
true_wolf,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,1,0,0,0,0,1,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,87,0,0
|
| 100 |
+
true_woman,0,0,1,1,0,1,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,1,0,0,0,1,0,0,0,0,0,11,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,70,0
|
| 101 |
+
true_worm,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,3,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,78
|
runs/p0-resnet32x4-cifar100-base-s2/metrics/exit_metrics.csv
ADDED
|
@@ -0,0 +1,6 @@
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|
| 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/p0-resnet32x4-cifar100-base-s2/metrics/final.csv
ADDED
|
@@ -0,0 +1,2 @@
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|
| 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 |
+
p0-resnet32x4-cifar100-base-s2,resnet32x4,resnet,cifar100,2,p0,base,afb42311f6dfbe0a0428ffbf2992c92f9012ccfe97ee2d3a3fe997f5586b2e32,NA,self,240,240,NA,2026-08-02T11:29:46Z,NA,0,1.0.0,2.10.0+cu128,12.8,580.159.04,Tesla T4;Tesla T4,2,0.7963,0.948,0.8734977859497071,0.7959375597294838,0.7963,0.7959375597294837,0.7975385629101126,0.7963,0.7975385629101126,0.7963000000000001,0.7963,0.7963,0.7963000000000001,0.7942424242424242,0.7942628346526639,0.5771144278606966,0.941747572815534,0,0.08027782700881361,0.22315274494841808,0.8734951019287109,0.30644604563713074,0.8757346868515015,0.07943468685150146,7423156,0,7423156,0.0,28.355072021484375,14.177536010742188,7.088768005371094,2149369856,1074684928,289.5493313086779,103,34,1,4.283141260002594,4.334601833337123,4.41170845333545,4.4361045253344855,0.17139664677410318,14.112147033332196,55.92737269999664,230.7016972837203,2267.550070475993,2288.68251485033,10,5,773728.8455147321,0.2149246793096478,0.10208922267208269,2.8884732671578726,0.27261167366914046,32.00608333333333,0.035969595831344923,0.0026990415585790256,0.0,0.0,1.0,1.0,0.0,NA,NA,NA,NA,79.42,-0.20999999999999375,True
|
runs/p0-resnet32x4-cifar100-base-s2/metrics/final.json
ADDED
|
@@ -0,0 +1,93 @@
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|
| 1 |
+
{
|
| 2 |
+
"run_id": "p0-resnet32x4-cifar100-base-s2",
|
| 3 |
+
"arch": "resnet32x4",
|
| 4 |
+
"family": "resnet",
|
| 5 |
+
"dataset": "cifar100",
|
| 6 |
+
"seed": 2,
|
| 7 |
+
"phase": "p0",
|
| 8 |
+
"method": "base",
|
| 9 |
+
"config_hash": "afb42311f6dfbe0a0428ffbf2992c92f9012ccfe97ee2d3a3fe997f5586b2e32",
|
| 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": "2026-08-02T11:29:46Z",
|
| 16 |
+
"account": "NA",
|
| 17 |
+
"worker_id": 0,
|
| 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": 0.7963,
|
| 25 |
+
"top5_accuracy": 0.948,
|
| 26 |
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"val_loss": 0.8734977859497071,
|
| 27 |
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"f1_macro": 0.7959375597294838,
|
| 28 |
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"f1_micro": 0.7963,
|
| 29 |
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"f1_weighted": 0.7959375597294837,
|
| 30 |
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"precision_macro": 0.7975385629101126,
|
| 31 |
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"precision_micro": 0.7963,
|
| 32 |
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"precision_weighted": 0.7975385629101126,
|
| 33 |
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"recall_macro": 0.7963000000000001,
|
| 34 |
+
"recall_micro": 0.7963,
|
| 35 |
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"recall_weighted": 0.7963,
|
| 36 |
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"balanced_accuracy": 0.7963000000000001,
|
| 37 |
+
"cohen_kappa": 0.7942424242424242,
|
| 38 |
+
"matthews_corrcoef": 0.7942628346526639,
|
| 39 |
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"ece": 0.08027782700881361,
|
| 40 |
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"mce": 0.22315274494841808,
|
| 41 |
+
"nll": 0.8734951019287109,
|
| 42 |
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"brier": 0.30644604563713074,
|
| 43 |
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"confidence_mean": 0.8757346868515015,
|
| 44 |
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"overconfidence_gap": 0.07943468685150146,
|
| 45 |
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"params_total": 7423156,
|
| 46 |
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"params_trainable": 0,
|
| 47 |
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"params_nonzero": 7423156,
|
| 48 |
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"sparsity_pct": 0.0,
|
| 49 |
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"model_size_mb": 28.355072021484375,
|
| 50 |
+
"model_size_mb_fp16": 14.177536010742188,
|
| 51 |
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"model_size_mb_int8": 7.088768005371094,
|
| 52 |
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"flops": 2149369856,
|
| 53 |
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"macs": 1074684928,
|
| 54 |
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"flops_per_param": 289.5493313086779,
|
| 55 |
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"n_layers": 103,
|
| 56 |
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"n_conv_layers": 34,
|
| 57 |
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"n_linear_layers": 1,
|
| 58 |
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"warmup_batches_discarded": 10,
|
| 59 |
+
"n_repeats": 5,
|
| 60 |
+
"latency_bs1_median_ms": 4.334601833337123,
|
| 61 |
+
"throughput_bs1_img_s": 230.7016972837203,
|
| 62 |
+
"latency_bs1_mean_ms": 4.283141260002594,
|
| 63 |
+
"latency_bs1_p90_ms": 4.41170845333545,
|
| 64 |
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"latency_bs1_p99_ms": 4.4361045253344855,
|
| 65 |
+
"latency_bs1_std_ms": 0.17139664677410318,
|
| 66 |
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"inference_energy_j_per_image": 0.27261167366914046,
|
| 67 |
+
"inference_power_mean_w": 32.00608333333333,
|
| 68 |
+
"latency_bs32_median_ms": 14.112147033332196,
|
| 69 |
+
"throughput_bs32_img_s": 2267.550070475993,
|
| 70 |
+
"latency_bs128_median_ms": 55.92737269999664,
|
| 71 |
+
"throughput_bs128_img_s": 2288.68251485033,
|
| 72 |
+
"train_energy_j": 773728.8455147321,
|
| 73 |
+
"train_energy_kwh": 0.2149246793096478,
|
| 74 |
+
"train_co2_kg": 0.10208922267208269,
|
| 75 |
+
"total_gpu_hours": 2.8884732671578726,
|
| 76 |
+
"inference_co2_g_per_1k_images": 0.035969595831344923,
|
| 77 |
+
"energy_per_accuracy_point": 0.0026990415585790256,
|
| 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": -0.20999999999999375,
|
| 85 |
+
"recipe_ok": true,
|
| 86 |
+
"worst_class_f1": 0.5771144278606966,
|
| 87 |
+
"best_class_f1": 0.941747572815534,
|
| 88 |
+
"n_classes_below_50pct_f1": 0,
|
| 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/p0-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 |
+
10,5,4.334601833337123,230.7016972837203,4.283141260002594,4.41170845333545,4.4361045253344855,0.17139664677410318,0.27261167366914046,32.00608333333333,14.112147033332196,2267.550070475993,55.92737269999664,2288.68251485033
|
runs/p0-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,0.9117647058823529,0.93,0.9207920792079208,100,0.93
|
| 3 |
+
1,aquarium_fish,0.8878504672897196,0.95,0.9178743961352657,100,0.95
|
| 4 |
+
2,baby,0.7291666666666666,0.7,0.7142857142857143,100,0.7
|
| 5 |
+
3,bear,0.6571428571428571,0.69,0.6731707317073171,100,0.69
|
| 6 |
+
4,beaver,0.6956521739130435,0.64,0.6666666666666666,100,0.64
|
| 7 |
+
5,bed,0.8058252427184466,0.83,0.8177339901477833,100,0.83
|
| 8 |
+
6,bee,0.7798165137614679,0.85,0.8133971291866029,100,0.85
|
| 9 |
+
7,beetle,0.8526315789473684,0.81,0.8307692307692308,100,0.81
|
| 10 |
+
8,bicycle,0.9484536082474226,0.92,0.934010152284264,100,0.92
|
| 11 |
+
9,bottle,0.8865979381443299,0.86,0.8730964467005076,100,0.86
|
| 12 |
+
10,bowl,0.6263736263736264,0.57,0.5968586387434555,100,0.57
|
| 13 |
+
11,boy,0.5742574257425742,0.58,0.5771144278606966,100,0.58
|
| 14 |
+
12,bridge,0.8235294117647058,0.84,0.8316831683168316,100,0.84
|
| 15 |
+
13,bus,0.8202247191011236,0.73,0.7724867724867724,100,0.73
|
| 16 |
+
14,butterfly,0.8316831683168316,0.84,0.835820895522388,100,0.84
|
| 17 |
+
15,camel,0.7766990291262136,0.8,0.7881773399014779,100,0.8
|
| 18 |
+
16,can,0.803921568627451,0.82,0.8118811881188119,100,0.82
|
| 19 |
+
17,castle,0.9767441860465116,0.84,0.9032258064516129,100,0.84
|
| 20 |
+
18,caterpillar,0.8202247191011236,0.73,0.7724867724867724,100,0.73
|
| 21 |
+
19,cattle,0.8404255319148937,0.79,0.8144329896907216,100,0.79
|
| 22 |
+
20,chair,0.9,0.9,0.9,100,0.9
|
| 23 |
+
21,chimpanzee,0.8165137614678899,0.89,0.8516746411483254,100,0.89
|
| 24 |
+
22,clock,0.8585858585858586,0.85,0.8542713567839196,100,0.85
|
| 25 |
+
23,cloud,0.8617021276595744,0.81,0.8350515463917526,100,0.81
|
| 26 |
+
24,cockroach,0.8787878787878788,0.87,0.8743718592964824,100,0.87
|
| 27 |
+
25,couch,0.7058823529411765,0.72,0.7128712871287128,100,0.72
|
| 28 |
+
26,crab,0.7872340425531915,0.74,0.7628865979381443,100,0.74
|
| 29 |
+
27,crocodile,0.7931034482758621,0.69,0.7379679144385026,100,0.69
|
| 30 |
+
28,cup,0.8415841584158416,0.85,0.845771144278607,100,0.85
|
| 31 |
+
29,dinosaur,0.8383838383838383,0.83,0.8341708542713567,100,0.83
|
| 32 |
+
30,dolphin,0.7450980392156863,0.76,0.7524752475247525,100,0.76
|
| 33 |
+
31,elephant,0.78,0.78,0.78,100,0.78
|
| 34 |
+
32,flatfish,0.7731958762886598,0.75,0.7614213197969543,100,0.75
|
| 35 |
+
33,forest,0.6944444444444444,0.75,0.7211538461538461,100,0.75
|
| 36 |
+
34,fox,0.8446601941747572,0.87,0.8571428571428571,100,0.87
|
| 37 |
+
35,girl,0.6666666666666666,0.54,0.5966850828729282,100,0.54
|
| 38 |
+
36,hamster,0.90625,0.87,0.8877551020408163,100,0.87
|
| 39 |
+
37,house,0.8494623655913979,0.79,0.8186528497409327,100,0.79
|
| 40 |
+
38,kangaroo,0.75,0.78,0.7647058823529411,100,0.78
|
| 41 |
+
39,keyboard,0.8679245283018868,0.92,0.8932038834951457,100,0.92
|
| 42 |
+
40,lamp,0.7090909090909091,0.78,0.7428571428571429,100,0.78
|
| 43 |
+
41,lawn_mower,0.9108910891089109,0.92,0.9154228855721394,100,0.92
|
| 44 |
+
42,leopard,0.8913043478260869,0.82,0.8541666666666666,100,0.82
|
| 45 |
+
43,lion,0.946236559139785,0.88,0.9119170984455959,100,0.88
|
| 46 |
+
44,lizard,0.6,0.6,0.6,100,0.6
|
| 47 |
+
45,lobster,0.7029702970297029,0.71,0.7064676616915423,100,0.71
|
| 48 |
+
46,man,0.5882352941176471,0.6,0.594059405940594,100,0.6
|
| 49 |
+
47,maple_tree,0.6521739130434783,0.75,0.6976744186046512,100,0.75
|
| 50 |
+
48,motorcycle,0.9150943396226415,0.97,0.941747572815534,100,0.97
|
| 51 |
+
49,mountain,0.8380952380952381,0.88,0.8585365853658536,100,0.88
|
| 52 |
+
50,mouse,0.6979166666666666,0.67,0.6836734693877551,100,0.67
|
| 53 |
+
51,mushroom,0.8421052631578947,0.8,0.8205128205128205,100,0.8
|
| 54 |
+
52,oak_tree,0.7,0.7,0.7,100,0.7
|
| 55 |
+
53,orange,0.8727272727272727,0.96,0.9142857142857143,100,0.96
|
| 56 |
+
54,orchid,0.8333333333333334,0.9,0.8653846153846154,100,0.9
|
| 57 |
+
55,otter,0.5754716981132075,0.61,0.5922330097087378,100,0.61
|
| 58 |
+
56,palm_tree,0.956989247311828,0.89,0.9222797927461139,100,0.89
|
| 59 |
+
57,pear,0.8571428571428571,0.84,0.8484848484848485,100,0.84
|
| 60 |
+
58,pickup_truck,0.9117647058823529,0.93,0.9207920792079208,100,0.93
|
| 61 |
+
59,pine_tree,0.7951807228915663,0.66,0.7213114754098361,100,0.66
|
| 62 |
+
60,plain,0.8712871287128713,0.88,0.8756218905472637,100,0.88
|
| 63 |
+
61,plate,0.7684210526315789,0.73,0.7487179487179487,100,0.73
|
| 64 |
+
62,poppy,0.7547169811320755,0.8,0.7766990291262136,100,0.8
|
| 65 |
+
63,porcupine,0.7941176470588235,0.81,0.801980198019802,100,0.81
|
| 66 |
+
64,possum,0.7222222222222222,0.65,0.6842105263157895,100,0.65
|
| 67 |
+
65,rabbit,0.7115384615384616,0.74,0.7254901960784313,100,0.74
|
| 68 |
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66,raccoon,0.9157894736842105,0.87,0.8923076923076924,100,0.87
|
| 69 |
+
67,ray,0.7272727272727273,0.64,0.6808510638297872,100,0.64
|
| 70 |
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68,road,0.9215686274509803,0.94,0.9306930693069307,100,0.94
|
| 71 |
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69,rocket,0.8686868686868687,0.86,0.864321608040201,100,0.86
|
| 72 |
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70,rose,0.8461538461538461,0.77,0.806282722513089,100,0.77
|
| 73 |
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71,sea,0.7719298245614035,0.88,0.822429906542056,100,0.88
|
| 74 |
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72,seal,0.6521739130434783,0.6,0.625,100,0.6
|
| 75 |
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73,shark,0.69,0.69,0.69,100,0.69
|
| 76 |
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74,shrew,0.6037735849056604,0.64,0.6213592233009708,100,0.64
|
| 77 |
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75,skunk,0.92,0.92,0.92,100,0.92
|
| 78 |
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76,skyscraper,0.8691588785046729,0.93,0.8985507246376812,100,0.93
|
| 79 |
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77,snail,0.8,0.72,0.7578947368421053,100,0.72
|
| 80 |
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78,snake,0.6442307692307693,0.67,0.6568627450980392,100,0.67
|
| 81 |
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79,spider,0.8282828282828283,0.82,0.8241206030150754,100,0.82
|
| 82 |
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80,squirrel,0.7064220183486238,0.77,0.7368421052631579,100,0.77
|
| 83 |
+
81,streetcar,0.801980198019802,0.81,0.8059701492537313,100,0.81
|
| 84 |
+
82,sunflower,0.92,0.92,0.92,100,0.92
|
| 85 |
+
83,sweet_pepper,0.7798165137614679,0.85,0.8133971291866029,100,0.85
|
| 86 |
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84,table,0.8085106382978723,0.76,0.7835051546391752,100,0.76
|
| 87 |
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85,tank,0.9387755102040817,0.92,0.9292929292929293,100,0.92
|
| 88 |
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86,telephone,0.8260869565217391,0.76,0.7916666666666666,100,0.76
|
| 89 |
+
87,television,0.7380952380952381,0.93,0.8230088495575221,100,0.93
|
| 90 |
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88,tiger,0.85,0.85,0.85,100,0.85
|
| 91 |
+
89,tractor,0.8598130841121495,0.92,0.8888888888888888,100,0.92
|
| 92 |
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90,train,0.8380952380952381,0.88,0.8585365853658536,100,0.88
|
| 93 |
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91,trout,0.8627450980392157,0.88,0.8712871287128713,100,0.88
|
| 94 |
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92,tulip,0.7378640776699029,0.76,0.7487684729064039,100,0.76
|
| 95 |
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93,turtle,0.7628865979381443,0.74,0.751269035532995,100,0.74
|
| 96 |
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94,wardrobe,0.8952380952380953,0.94,0.9170731707317074,100,0.94
|
| 97 |
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95,whale,0.8494623655913979,0.79,0.8186528497409327,100,0.79
|
| 98 |
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96,willow_tree,0.6509433962264151,0.69,0.6699029126213593,100,0.69
|
| 99 |
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97,wolf,0.8877551020408163,0.87,0.8787878787878788,100,0.87
|
| 100 |
+
98,woman,0.6306306306306306,0.7,0.6635071090047393,100,0.7
|
| 101 |
+
99,worm,0.7222222222222222,0.78,0.75,100,0.78
|
runs/p0-wrn_40_2-cifar100-base-s1/exit_heads.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:94cb1188f613699fa5da7a0d750302af4843b2b1cfb0897b9f3398414c3d173a
|
| 3 |
+
size 186992
|
runs/p0-wrn_40_2-cifar100-base-s1/metrics/calibration.csv
ADDED
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@@ -0,0 +1,16 @@
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| 1 |
+
bin_lo,bin_hi,count,confidence,accuracy,gap
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| 2 |
+
0.0,0.06666666666666667,0,NA,NA,NA
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| 3 |
+
0.06666666666666667,0.13333333333333333,1,0.1273982971906662,0.0,-0.1273982971906662
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| 4 |
+
0.13333333333333333,0.2,23,0.17714081704616547,0.13043478260869565,-0.04670603443746982
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| 5 |
+
0.2,0.26666666666666666,85,0.2365386039018631,0.23529411764705882,-0.0012444862548042779
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| 6 |
+
0.26666666666666666,0.3333333333333333,150,0.3040309250354767,0.21333333333333335,-0.09069759170214334
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| 7 |
+
0.3333333333333333,0.4,199,0.3680126667022705,0.31155778894472363,-0.05645487775754687
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| 8 |
+
0.4,0.4666666666666667,244,0.4344063997268677,0.319672131147541,-0.11473426857932667
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| 9 |
+
0.4666666666666667,0.5333333333333333,353,0.5031522512435913,0.3597733711048159,-0.14337888013877542
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| 10 |
+
0.5333333333333333,0.6,343,0.5651337504386902,0.4314868804664723,-0.13364686997221786
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| 11 |
+
0.6,0.6666666666666666,305,0.6329533457756042,0.46885245901639344,-0.1641008867592108
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| 12 |
+
0.6666666666666666,0.7333333333333333,338,0.6994707584381104,0.5236686390532544,-0.1758021193848559
|
| 13 |
+
0.7333333333333333,0.8,369,0.7679989337921143,0.5528455284552846,-0.2151534053368297
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| 14 |
+
0.8,0.8666666666666667,444,0.8331968188285828,0.5855855855855856,-0.24761123324299716
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| 15 |
+
0.8666666666666667,0.9333333333333333,712,0.9030482172966003,0.6825842696629213,-0.22046394763367905
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| 16 |
+
0.9333333333333333,1.0,6434,0.9908849000930786,0.9243083618277899,-0.06657653826528875
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runs/p0-wrn_40_2-cifar100-base-s1/metrics/confusion_matrix.csv
ADDED
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@@ -0,0 +1,101 @@
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| 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,91,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
|
| 3 |
+
true_aquarium_fish,0,90,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
|
| 4 |
+
true_baby,0,0,72,0,0,1,0,0,0,0,0,9,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,1,0,0,6,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0
|
| 5 |
+
true_bear,0,0,0,67,10,0,0,0,0,0,1,0,0,0,0,1,0,0,0,3,0,1,0,0,0,0,0,0,0,1,0,3,0,0,1,0,0,0,1,0,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
|
| 6 |
+
true_beaver,0,0,0,2,64,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,3,0,0,0,0,2,0,0,0,0,0,0,0,7,1,0,0,0,0,0,0,0,1,0,8,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0
|
| 7 |
+
true_bed,0,0,0,0,0,75,0,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,7,0,0,0,0,0,0,1,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,4,3,0,1,0,0,0,0,0,0,1,0,0,0,0,1
|
| 8 |
+
true_bee,0,0,0,0,0,0,81,1,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1,0,0,2,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1,0
|
| 9 |
+
true_beetle,0,0,0,0,0,0,2,81,0,0,0,0,0,0,0,0,0,0,1,0,2,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 10 |
+
true_bicycle,0,0,0,0,0,0,0,0,93,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1
|
| 11 |
+
true_bottle,0,0,1,0,0,0,0,0,0,88,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0
|
| 12 |
+
true_bowl,0,0,1,0,1,0,0,0,0,0,51,0,0,0,0,0,1,0,2,0,0,0,6,0,0,0,1,0,8,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,4,0,0,0,9,0,0,0,2,0,1,0,0,1,0,0,0,0,0,0,1,0,1,0,0,0,2,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0
|
| 13 |
+
true_boy,0,0,12,0,0,0,0,0,0,0,0,53,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,8,0,0,0,0,1,0,1,0,0,0,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,11,0
|
| 14 |
+
true_bridge,0,0,0,0,0,0,0,0,0,0,0,0,80,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,2,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0,0,0,1,0,0,0,0,3,0,0,0,1,0,0,1,0,1,0,0,0,0,0,1,0,0,0
|
| 15 |
+
true_bus,0,0,0,0,0,0,0,0,0,0,0,0,1,69,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,4,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,11,0,0,0,1,0,1,0,0,3,0,0,0,0,0,0,0,0,0
|
| 16 |
+
true_butterfly,0,1,1,1,0,0,0,2,0,1,1,0,0,0,73,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,1,0,0,1,0,0,0,0,0,0,0,1,0,1,2,0,0,0,0,0,0,0,0,0,0,0,1,2,1,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,1,0,0
|
| 17 |
+
true_camel,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,88,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,2,1,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0
|
| 18 |
+
true_can,0,1,1,0,0,1,0,0,1,4,3,1,0,0,0,0,79,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1,0,0,0,0,0,0,0,0,0,0,0,0
|
| 19 |
+
true_castle,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,91,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 20 |
+
true_caterpillar,0,0,0,1,0,0,3,0,0,0,0,0,0,0,3,0,0,0,71,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,1,1,0,0,0,0,1,0,0,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,2,2,3,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 21 |
+
true_cattle,0,0,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,79,0,0,0,0,1,1,0,0,0,0,1,1,0,0,1,0,0,0,3,0,0,0,0,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 22 |
+
true_chair,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,1,0,0,0,90,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 23 |
+
true_chimpanzee,0,0,0,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,87,0,0,0,0,0,0,0,0,0,3,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 24 |
+
true_clock,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,3,0,0,0,0,0,81,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,1,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
|
| 25 |
+
true_cloud,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,81,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,2,0,8,1,1,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0
|
| 26 |
+
true_cockroach,0,0,0,0,0,0,1,5,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,84,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 27 |
+
true_couch,0,0,0,0,0,6,0,0,0,0,3,0,0,0,0,0,2,0,1,0,8,0,0,0,0,68,0,0,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,3,1,0,0,0,1,0,1,0,0,0
|
| 28 |
+
true_crab,0,1,1,0,0,0,0,1,1,0,0,1,0,0,1,0,0,0,0,0,0,0,1,0,1,1,67,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2,2,1,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0
|
| 29 |
+
true_crocodile,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,1,1,68,0,1,1,0,2,1,0,0,0,0,1,0,0,0,2,0,6,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,3,1,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 30 |
+
true_cup,0,0,0,0,0,0,0,0,0,2,4,0,0,0,0,0,6,0,1,0,0,0,0,0,0,0,0,0,80,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0
|
| 31 |
+
true_dinosaur,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,76,0,0,0,1,0,0,0,0,1,0,0,0,1,0,2,0,1,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,1,0,1,1,0,0,2,0,0,0,0,0,0
|
| 32 |
+
true_dolphin,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,76,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,6,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,10,0,0,0,0
|
| 33 |
+
true_elephant,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,2,0,1,0,0,0,0,0,0,0,5,0,76,0,0,0,0,0,1,1,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,3,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 34 |
+
true_flatfish,0,3,2,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,64,0,0,0,0,0,1,0,0,0,1,0,1,0,3,0,0,1,1,0,0,0,0,0,0,2,1,0,0,0,0,1,0,0,0,4,0,0,0,0,1,1,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,3,0,2,0,1,0,0,0,0
|
| 35 |
+
true_forest,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,69,0,0,0,1,0,0,0,0,0,0,0,0,0,3,0,3,0,0,0,0,1,0,1,0,0,1,2,0,0,0,0,1,0,0,1,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,6,0,0,0
|
| 36 |
+
true_fox,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,1,0,77,0,1,0,1,0,0,0,2,1,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0
|
| 37 |
+
true_girl,0,0,10,0,0,0,0,0,0,0,0,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,50,1,0,0,0,0,0,0,1,0,1,4,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,0
|
| 38 |
+
true_hamster,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,82,1,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,2,1,0,0,0,0,0,0,0,0,2,3,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 39 |
+
true_house,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,5,0,0,0,0,0,1,0,1,0,0,0,0,0,2,0,1,0,0,0,75,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,2,0,0,0,0,4,0,0,0,1,0,0,0,0,0
|
| 40 |
+
true_kangaroo,0,0,0,1,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,3,0,0,0,72,0,1,0,0,1,1,0,0,0,0,0,3,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,1,0,1,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0
|
| 41 |
+
true_keyboard,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,92,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1
|
| 42 |
+
true_lamp,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,0,1,0,1,0,0,0,0,1,1,0,3,0,0,0,0,2,0,1,0,0,0,0,73,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,2,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,1,3,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0
|
| 43 |
+
true_lawn_mower,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,88,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,1,0,0,4,0,0,0,0,0,0,0,0,0,0
|
| 44 |
+
true_leopard,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2,0,0,1,0,0,0,0,1,0,0,0,1,0,0,0,83,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,1,0,0
|
| 45 |
+
true_lion,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,3,0,0,0,0,83,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0
|
| 46 |
+
true_lizard,0,0,2,0,0,0,1,0,0,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,6,0,1,0,0,1,0,0,0,0,0,1,0,0,0,1,0,64,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,2,0,0,1,7,0,0,0,0,0,0,1,0,0,1,0,0,1,0,1,0,1,0,0,0,0
|
| 47 |
+
true_lobster,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,3,0,5,1,0,0,0,0,0,2,0,1,0,0,0,0,0,0,0,0,2,67,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,1,1,0,0,0,0,0,0,0,3,1,1,0,0,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,1,0
|
| 48 |
+
true_man,0,0,1,0,0,0,0,0,0,0,0,16,0,1,0,2,1,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,2,0,0,7,0,0,0,0,0,0,0,0,0,0,55,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,8,0
|
| 49 |
+
true_maple_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,69,0,0,0,0,13,0,0,0,2,0,0,7,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0
|
| 50 |
+
true_motorcycle,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,98,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
|
| 51 |
+
true_mountain,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,87,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,1,1,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0
|
| 52 |
+
true_mouse,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,2,2,0,0,0,0,0,0,0,0,4,0,1,0,0,0,1,0,0,0,0,0,0,0,62,0,0,0,1,0,0,0,0,1,0,0,0,1,4,5,0,0,0,0,0,0,2,0,7,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0
|
| 53 |
+
true_mushroom,0,2,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,1,4,0,0,0,1,1,0,1,0,1,0,1,0,0,0,0,0,0,76,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,2,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1
|
| 54 |
+
true_oak_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12,0,0,0,0,70,0,0,0,0,0,0,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0
|
| 55 |
+
true_orange,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,95,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 56 |
+
true_orchid,0,0,0,0,0,0,0,0,0,0,1,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,1,0,0,85,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0
|
| 57 |
+
true_otter,0,0,0,1,7,0,0,0,0,0,0,1,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,2,0,2,1,0,0,0,0,0,1,0,2,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,49,0,0,0,0,0,0,0,1,0,1,0,1,0,0,0,1,14,1,0,1,0,0,0,1,3,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,1,0,1
|
| 58 |
+
true_palm_tree,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,1,1,0,1,0,0,1,0,0,0,88,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
|
| 59 |
+
true_pear,4,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,81,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,4,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 60 |
+
true_pickup_truck,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,91,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0
|
| 61 |
+
true_pine_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,1,0,0,9,0,0,0,2,0,0,75,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0
|
| 62 |
+
true_plain,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,87,0,0,0,0,0,0,0,3,0,0,5,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0
|
| 63 |
+
true_plate,0,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0,4,0,0,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,76,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2
|
| 64 |
+
true_poppy,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,0,79,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0
|
| 65 |
+
true_porcupine,0,0,0,0,4,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,2,0,1,0,0,0,0,1,0,0,1,0,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,78,0,2,0,0,0,0,0,0,0,0,3,0,0,1,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 66 |
+
true_possum,0,0,1,3,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,6,0,0,0,0,3,0,0,0,0,0,0,1,2,64,1,3,1,0,0,0,0,2,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,2,0
|
| 67 |
+
true_rabbit,0,0,1,2,2,0,0,0,0,1,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,2,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,3,1,0,0,0,1,0,1,0,0,0,0,0,0,2,71,0,0,0,0,0,0,2,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
|
| 68 |
+
true_raccoon,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,1,0,85,0,0,0,0,0,2,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0
|
| 69 |
+
true_ray,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,2,0,0,1,1,0,0,1,0,8,0,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,59,0,0,0,0,4,7,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,3
|
| 70 |
+
true_road,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,96,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 71 |
+
true_rocket,0,0,0,0,0,1,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,87,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,1
|
| 72 |
+
true_rose,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,0,5,0,0,0,0,0,1,0,76,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,9,0,0,0,0,0,0,0
|
| 73 |
+
true_sea,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,1,4,0,0,0,0,0,0,0,0,0,0,85,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 74 |
+
true_seal,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,2,0,0,0,1,0,3,0,1,2,1,0,0,0,0,0,0,1,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,11,0,0,0,0,0,0,0,1,0,0,0,3,0,0,0,0,59,3,1,0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,2,0,0,0,0
|
| 75 |
+
true_shark,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,1,0,0,6,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,8,0,1,0,0,2,66,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,5,0,0,1,0
|
| 76 |
+
true_shrew,0,0,0,0,3,0,1,3,0,0,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0,2,1,0,0,0,0,8,0,0,0,1,3,0,0,0,0,0,0,1,2,1,1,0,1,0,0,0,0,0,1,57,0,0,2,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2
|
| 77 |
+
true_skunk,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0,1,0,0,0,0,0,88,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0
|
| 78 |
+
true_skyscraper,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,92,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 79 |
+
true_snail,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,2,0,0,0,0,0,1,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,3,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,74,1,2,2,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0
|
| 80 |
+
true_snake,0,1,1,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,4,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,72,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,9
|
| 81 |
+
true_spider,0,0,0,0,0,0,0,1,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,2,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,84,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
|
| 82 |
+
true_squirrel,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,1,1,0,0,0,0,0,3,2,0,0,0,2,0,0,0,1,0,0,0,0,0,3,1,0,0,0,0,0,0,0,1,3,0,0,0,0,70,0,0,0,0,0,0,1,0,1,0,0,0,1,0,0,0,2,0,0
|
| 83 |
+
true_streetcar,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,79,0,0,0,0,0,1,0,1,8,0,0,0,0,0,0,0,0,0
|
| 84 |
+
true_sunflower,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,92,1,0,0,0,0,0,1,0,0,1,0,0,0,0,0,1,0
|
| 85 |
+
true_sweet_pepper,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,1,0,0,0,1,0,5,0,0,0,2,0,0,0,0,2,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,1,0,0,0,0,77,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0
|
| 86 |
+
true_table,0,0,0,0,0,2,0,0,0,1,1,0,0,0,0,0,1,0,0,0,3,0,0,0,0,3,0,0,0,1,0,0,0,1,0,0,0,1,0,1,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,75,0,2,1,0,1,0,0,0,0,0,0,0,0,0,0
|
| 87 |
+
true_tank,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,86,0,0,0,0,1,1,0,0,0,0,0,0,0,0
|
| 88 |
+
true_telephone,0,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,3,0,0,0,0,0,2,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,76,5,0,0,0,0,0,0,3,1,0,0,0,1
|
| 89 |
+
true_television,0,0,1,0,0,2,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,3,86,0,0,0,0,0,0,2,0,0,0,1,0
|
| 90 |
+
true_tiger,0,0,0,1,2,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,4,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,80,0,0,0,0,0,0,0,0,1,0,0
|
| 91 |
+
true_tractor,0,0,0,0,0,0,0,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,1,0,88,3,0,0,0,0,0,0,0,0,0
|
| 92 |
+
true_train,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,1,1,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0,0,0,1,1,0,0,79,0,0,0,0,0,0,0,0,0
|
| 93 |
+
true_trout,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,85,0,2,0,0,0,0,0,0
|
| 94 |
+
true_tulip,0,1,0,0,0,0,2,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,9,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,71,0,0,0,0,0,0,0
|
| 95 |
+
true_turtle,0,1,0,0,0,0,0,2,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,1,0,1,2,0,2,0,0,0,0,0,0,0,1,0,0,1,2,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,5,1,0,1,0,3,3,2,0,0,0,0,1,0,0,0,0,0,0,0,0,64,0,0,0,0,0,0
|
| 96 |
+
true_wardrobe,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,91,0,0,0,0,0
|
| 97 |
+
true_whale,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,9,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,2,0,1,0,0,1,5,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,74,0,0,0,2
|
| 98 |
+
true_willow_tree,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,7,0,0,0,1,0,0,0,0,0,0,0,0,0,12,0,1,0,0,7,0,0,0,0,0,0,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,67,0,0,0
|
| 99 |
+
true_wolf,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,3,0,0,0,0,0,1,0,1,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,83,0,0
|
| 100 |
+
true_woman,0,0,3,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,18,0,0,0,0,0,0,0,0,0,0,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,60,0
|
| 101 |
+
true_worm,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,11,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,79
|
runs/p0-wrn_40_2-cifar100-base-s1/metrics/exit_metrics.csv
ADDED
|
@@ -0,0 +1,6 @@
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|
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|
| 1 |
+
exit,depth_fraction,rho,flops,stage_cut,feature_dim
|
| 2 |
+
1,0.2222222222222222,0.21966704870748044,144546176,4,32
|
| 3 |
+
2,0.3888888888888889,0.3800749764823145,250098432,7,64
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| 4 |
+
3,0.6111111111111112,0.6103389892491692,401617664,11,64
|
| 5 |
+
4,0.7777777777777778,0.7701343678780707,506766848,14,128
|
| 6 |
+
5,1.0,1.0,658023936,18,128
|
runs/p0-wrn_40_2-cifar100-base-s1/metrics/final.csv
ADDED
|
@@ -0,0 +1,2 @@
|
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|
|
|
|
|
|
|
| 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 |
+
p0-wrn_40_2-cifar100-base-s1,wrn_40_2,wrn,cifar100,1,p0,base,e818c6d8c0b726166fb673f505843d5c170dfcff32c648c51c2356ee0348524d,NA,self,240,240,NA,2026-08-02T11:36:29Z,NA,0,1.0.0,2.10.0+cu128,12.8,580.159.04,Tesla T4;Tesla T4,2,0.7687,0.9375,1.0126341680526734,0.7684400973122397,0.7687,0.7684400973122398,0.769805097864965,0.7687,0.7698050978649651,0.7687,0.7687,0.7687,0.7687,0.7663636363636364,0.7663806130434296,0.5077720207253886,0.9405940594059405,0,0.10347220193296672,0.24761123324299716,1.0126292705535889,0.3499656021595001,0.8721721768379211,0.10347217683792109,2255156,0,2255156,0.0,8.623649597167969,4.311824798583984,2.155912399291992,658056192,329028096,291.8007410573814,101,40,1,4.699734333325978,4.797193666657525,4.891818119992118,4.893582191993725,0.20487718645748085,6.195468299999145,25.627609333332657,208.4552072496911,5165.065568974733,4994.613361516958,10,5,503498.4277846765,0.13986067438463237,0.06643382033270037,1.8771976842482885,0.25589791077528407,27.679115384615383,0.033764307671738866,0.0018194441834868266,0.0,0.0,1.0,1.0,0.0,NA,NA,NA,NA,75.61,-1.2600000000000051,True
|
runs/p0-wrn_40_2-cifar100-base-s1/metrics/final.json
ADDED
|
@@ -0,0 +1,93 @@
|
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|
|
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|
|
|
|
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|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"run_id": "p0-wrn_40_2-cifar100-base-s1",
|
| 3 |
+
"arch": "wrn_40_2",
|
| 4 |
+
"family": "wrn",
|
| 5 |
+
"dataset": "cifar100",
|
| 6 |
+
"seed": 1,
|
| 7 |
+
"phase": "p0",
|
| 8 |
+
"method": "base",
|
| 9 |
+
"config_hash": "e818c6d8c0b726166fb673f505843d5c170dfcff32c648c51c2356ee0348524d",
|
| 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": "2026-08-02T11:36:29Z",
|
| 16 |
+
"account": "NA",
|
| 17 |
+
"worker_id": 0,
|
| 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": 0.7687,
|
| 25 |
+
"top5_accuracy": 0.9375,
|
| 26 |
+
"val_loss": 1.0126341680526734,
|
| 27 |
+
"f1_macro": 0.7684400973122397,
|
| 28 |
+
"f1_micro": 0.7687,
|
| 29 |
+
"f1_weighted": 0.7684400973122398,
|
| 30 |
+
"precision_macro": 0.769805097864965,
|
| 31 |
+
"precision_micro": 0.7687,
|
| 32 |
+
"precision_weighted": 0.7698050978649651,
|
| 33 |
+
"recall_macro": 0.7687,
|
| 34 |
+
"recall_micro": 0.7687,
|
| 35 |
+
"recall_weighted": 0.7687,
|
| 36 |
+
"balanced_accuracy": 0.7687,
|
| 37 |
+
"cohen_kappa": 0.7663636363636364,
|
| 38 |
+
"matthews_corrcoef": 0.7663806130434296,
|
| 39 |
+
"ece": 0.10347220193296672,
|
| 40 |
+
"mce": 0.24761123324299716,
|
| 41 |
+
"nll": 1.0126292705535889,
|
| 42 |
+
"brier": 0.3499656021595001,
|
| 43 |
+
"confidence_mean": 0.8721721768379211,
|
| 44 |
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"overconfidence_gap": 0.10347217683792109,
|
| 45 |
+
"params_total": 2255156,
|
| 46 |
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"params_trainable": 0,
|
| 47 |
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"params_nonzero": 2255156,
|
| 48 |
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"sparsity_pct": 0.0,
|
| 49 |
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"model_size_mb": 8.623649597167969,
|
| 50 |
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"model_size_mb_fp16": 4.311824798583984,
|
| 51 |
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"model_size_mb_int8": 2.155912399291992,
|
| 52 |
+
"flops": 658056192,
|
| 53 |
+
"macs": 329028096,
|
| 54 |
+
"flops_per_param": 291.8007410573814,
|
| 55 |
+
"n_layers": 101,
|
| 56 |
+
"n_conv_layers": 40,
|
| 57 |
+
"n_linear_layers": 1,
|
| 58 |
+
"warmup_batches_discarded": 10,
|
| 59 |
+
"n_repeats": 5,
|
| 60 |
+
"latency_bs1_median_ms": 4.797193666657525,
|
| 61 |
+
"throughput_bs1_img_s": 208.4552072496911,
|
| 62 |
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"latency_bs1_mean_ms": 4.699734333325978,
|
| 63 |
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"latency_bs1_p90_ms": 4.891818119992118,
|
| 64 |
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"latency_bs1_p99_ms": 4.893582191993725,
|
| 65 |
+
"latency_bs1_std_ms": 0.20487718645748085,
|
| 66 |
+
"inference_energy_j_per_image": 0.25589791077528407,
|
| 67 |
+
"inference_power_mean_w": 27.679115384615383,
|
| 68 |
+
"latency_bs32_median_ms": 6.195468299999145,
|
| 69 |
+
"throughput_bs32_img_s": 5165.065568974733,
|
| 70 |
+
"latency_bs128_median_ms": 25.627609333332657,
|
| 71 |
+
"throughput_bs128_img_s": 4994.613361516958,
|
| 72 |
+
"train_energy_j": 503498.4277846765,
|
| 73 |
+
"train_energy_kwh": 0.13986067438463237,
|
| 74 |
+
"train_co2_kg": 0.06643382033270037,
|
| 75 |
+
"total_gpu_hours": 1.8771976842482885,
|
| 76 |
+
"inference_co2_g_per_1k_images": 0.033764307671738866,
|
| 77 |
+
"energy_per_accuracy_point": 0.0018194441834868266,
|
| 78 |
+
"reference_accuracy": 75.61,
|
| 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": -1.2600000000000051,
|
| 85 |
+
"recipe_ok": true,
|
| 86 |
+
"worst_class_f1": 0.5077720207253886,
|
| 87 |
+
"best_class_f1": 0.9405940594059405,
|
| 88 |
+
"n_classes_below_50pct_f1": 0,
|
| 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/p0-wrn_40_2-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 |
+
10,5,4.797193666657525,208.4552072496911,4.699734333325978,4.891818119992118,4.893582191993725,0.20487718645748085,0.25589791077528407,27.679115384615383,6.195468299999145,5165.065568974733,25.627609333332657,4994.613361516958
|
runs/p0-wrn_40_2-cifar100-base-s1/metrics/per_class.csv
ADDED
|
@@ -0,0 +1,101 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class_index,class_name,precision,recall,f1,support,accuracy
|
| 2 |
+
0,apple,0.91,0.91,0.91,100,0.91
|
| 3 |
+
1,aquarium_fish,0.8490566037735849,0.9,0.8737864077669902,100,0.9
|
| 4 |
+
2,baby,0.631578947368421,0.72,0.6728971962616822,100,0.72
|
| 5 |
+
3,bear,0.6836734693877551,0.67,0.6767676767676768,100,0.67
|
| 6 |
+
4,beaver,0.6095238095238096,0.64,0.624390243902439,100,0.64
|
| 7 |
+
5,bed,0.8333333333333334,0.75,0.7894736842105263,100,0.75
|
| 8 |
+
6,bee,0.826530612244898,0.81,0.8181818181818182,100,0.81
|
| 9 |
+
7,beetle,0.7941176470588235,0.81,0.801980198019802,100,0.81
|
| 10 |
+
8,bicycle,0.9393939393939394,0.93,0.9346733668341709,100,0.93
|
| 11 |
+
9,bottle,0.8301886792452831,0.88,0.8543689320388349,100,0.88
|
| 12 |
+
10,bowl,0.6623376623376623,0.51,0.576271186440678,100,0.51
|
| 13 |
+
11,boy,0.5196078431372549,0.53,0.5247524752475248,100,0.53
|
| 14 |
+
12,bridge,0.8602150537634409,0.8,0.8290155440414507,100,0.8
|
| 15 |
+
13,bus,0.7840909090909091,0.69,0.7340425531914894,100,0.69
|
| 16 |
+
14,butterfly,0.7448979591836735,0.73,0.7373737373737373,100,0.73
|
| 17 |
+
15,camel,0.8380952380952381,0.88,0.8585365853658536,100,0.88
|
| 18 |
+
16,can,0.7181818181818181,0.79,0.7523809523809524,100,0.79
|
| 19 |
+
17,castle,0.900990099009901,0.91,0.9054726368159204,100,0.91
|
| 20 |
+
18,caterpillar,0.696078431372549,0.71,0.7029702970297029,100,0.71
|
| 21 |
+
19,cattle,0.7821782178217822,0.79,0.7860696517412935,100,0.79
|
| 22 |
+
20,chair,0.8411214953271028,0.9,0.8695652173913043,100,0.9
|
| 23 |
+
21,chimpanzee,0.8877551020408163,0.87,0.8787878787878788,100,0.87
|
| 24 |
+
22,clock,0.7788461538461539,0.81,0.7941176470588235,100,0.81
|
| 25 |
+
23,cloud,0.8709677419354839,0.81,0.8393782383419689,100,0.81
|
| 26 |
+
24,cockroach,0.8571428571428571,0.84,0.8484848484848485,100,0.84
|
| 27 |
+
25,couch,0.68,0.68,0.68,100,0.68
|
| 28 |
+
26,crab,0.6979166666666666,0.67,0.6836734693877551,100,0.67
|
| 29 |
+
27,crocodile,0.6601941747572816,0.68,0.6699507389162561,100,0.68
|
| 30 |
+
28,cup,0.8247422680412371,0.8,0.8121827411167513,100,0.8
|
| 31 |
+
29,dinosaur,0.7755102040816326,0.76,0.7676767676767676,100,0.76
|
| 32 |
+
30,dolphin,0.7450980392156863,0.76,0.7524752475247525,100,0.76
|
| 33 |
+
31,elephant,0.8260869565217391,0.76,0.7916666666666666,100,0.76
|
| 34 |
+
32,flatfish,0.7191011235955056,0.64,0.6772486772486772,100,0.64
|
| 35 |
+
33,forest,0.69,0.69,0.69,100,0.69
|
| 36 |
+
34,fox,0.8191489361702128,0.77,0.7938144329896907,100,0.77
|
| 37 |
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35,girl,0.5319148936170213,0.5,0.5154639175257731,100,0.5
|
| 38 |
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36,hamster,0.8631578947368421,0.82,0.841025641025641,100,0.82
|
| 39 |
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37,house,0.78125,0.75,0.7653061224489796,100,0.75
|
| 40 |
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38,kangaroo,0.72,0.72,0.72,100,0.72
|
| 41 |
+
39,keyboard,0.9108910891089109,0.92,0.9154228855721394,100,0.92
|
| 42 |
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40,lamp,0.7227722772277227,0.73,0.7263681592039801,100,0.73
|
| 43 |
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41,lawn_mower,0.9072164948453608,0.88,0.8934010152284264,100,0.88
|
| 44 |
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42,leopard,0.7757009345794392,0.83,0.8019323671497585,100,0.83
|
| 45 |
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43,lion,0.8469387755102041,0.83,0.8383838383838383,100,0.83
|
| 46 |
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44,lizard,0.5765765765765766,0.64,0.6066350710900474,100,0.64
|
| 47 |
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45,lobster,0.6767676767676768,0.67,0.6733668341708543,100,0.67
|
| 48 |
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46,man,0.5392156862745098,0.55,0.5445544554455446,100,0.55
|
| 49 |
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47,maple_tree,0.6764705882352942,0.69,0.6831683168316832,100,0.69
|
| 50 |
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48,motorcycle,0.8909090909090909,0.98,0.9333333333333333,100,0.98
|
| 51 |
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49,mountain,0.87,0.87,0.87,100,0.87
|
| 52 |
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50,mouse,0.6326530612244898,0.62,0.6262626262626263,100,0.62
|
| 53 |
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51,mushroom,0.7524752475247525,0.76,0.7562189054726368,100,0.76
|
| 54 |
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52,oak_tree,0.693069306930693,0.7,0.6965174129353234,100,0.7
|
| 55 |
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53,orange,0.9313725490196079,0.95,0.9405940594059405,100,0.95
|
| 56 |
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54,orchid,0.7727272727272727,0.85,0.8095238095238095,100,0.85
|
| 57 |
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55,otter,0.5268817204301075,0.49,0.5077720207253886,100,0.49
|
| 58 |
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56,palm_tree,0.9361702127659575,0.88,0.9072164948453608,100,0.88
|
| 59 |
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57,pear,0.81,0.81,0.81,100,0.81
|
| 60 |
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58,pickup_truck,0.900990099009901,0.91,0.9054726368159204,100,0.91
|
| 61 |
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59,pine_tree,0.6880733944954128,0.75,0.7177033492822966,100,0.75
|
| 62 |
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60,plain,0.8787878787878788,0.87,0.8743718592964824,100,0.87
|
| 63 |
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61,plate,0.8,0.76,0.7794871794871795,100,0.76
|
| 64 |
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62,poppy,0.7745098039215687,0.79,0.7821782178217822,100,0.79
|
| 65 |
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63,porcupine,0.75,0.78,0.7647058823529411,100,0.78
|
| 66 |
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64,possum,0.735632183908046,0.64,0.6844919786096256,100,0.64
|
| 67 |
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65,rabbit,0.6635514018691588,0.71,0.6859903381642513,100,0.71
|
| 68 |
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66,raccoon,0.8854166666666666,0.85,0.8673469387755102,100,0.85
|
| 69 |
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67,ray,0.6781609195402298,0.59,0.6310160427807486,100,0.59
|
| 70 |
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68,road,0.8571428571428571,0.96,0.9056603773584906,100,0.96
|
| 71 |
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69,rocket,0.8207547169811321,0.87,0.8446601941747572,100,0.87
|
| 72 |
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70,rose,0.7916666666666666,0.76,0.7755102040816326,100,0.76
|
| 73 |
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71,sea,0.8173076923076923,0.85,0.8333333333333334,100,0.85
|
| 74 |
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72,seal,0.5363636363636364,0.59,0.5619047619047619,100,0.59
|
| 75 |
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73,shark,0.6470588235294118,0.66,0.6534653465346535,100,0.66
|
| 76 |
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74,shrew,0.59375,0.57,0.5816326530612245,100,0.57
|
| 77 |
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75,skunk,0.8979591836734694,0.88,0.8888888888888888,100,0.88
|
| 78 |
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76,skyscraper,0.9108910891089109,0.92,0.9154228855721394,100,0.92
|
| 79 |
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77,snail,0.7628865979381443,0.74,0.751269035532995,100,0.74
|
| 80 |
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78,snake,0.6260869565217392,0.72,0.6697674418604651,100,0.72
|
| 81 |
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79,spider,0.7636363636363637,0.84,0.8,100,0.84
|
| 82 |
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80,squirrel,0.7070707070707071,0.7,0.7035175879396985,100,0.7
|
| 83 |
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81,streetcar,0.7596153846153846,0.79,0.7745098039215687,100,0.79
|
| 84 |
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82,sunflower,0.9484536082474226,0.92,0.934010152284264,100,0.92
|
| 85 |
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83,sweet_pepper,0.77,0.77,0.77,100,0.77
|
| 86 |
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84,table,0.8241758241758241,0.75,0.7853403141361257,100,0.75
|
| 87 |
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85,tank,0.8514851485148515,0.86,0.8557213930348259,100,0.86
|
| 88 |
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86,telephone,0.8351648351648352,0.76,0.7958115183246073,100,0.76
|
| 89 |
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87,television,0.7818181818181819,0.86,0.819047619047619,100,0.86
|
| 90 |
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88,tiger,0.8421052631578947,0.8,0.8205128205128205,100,0.8
|
| 91 |
+
89,tractor,0.822429906542056,0.88,0.8502415458937198,100,0.88
|
| 92 |
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90,train,0.7452830188679245,0.79,0.7669902912621359,100,0.79
|
| 93 |
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91,trout,0.8947368421052632,0.85,0.8717948717948718,100,0.85
|
| 94 |
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92,tulip,0.7029702970297029,0.71,0.7064676616915423,100,0.71
|
| 95 |
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93,turtle,0.7710843373493976,0.64,0.6994535519125683,100,0.64
|
| 96 |
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94,wardrobe,0.91,0.91,0.91,100,0.91
|
| 97 |
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95,whale,0.7184466019417476,0.74,0.729064039408867,100,0.74
|
| 98 |
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96,willow_tree,0.7204301075268817,0.67,0.694300518134715,100,0.67
|
| 99 |
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97,wolf,0.8736842105263158,0.83,0.8512820512820513,100,0.83
|
| 100 |
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98,woman,0.5357142857142857,0.6,0.5660377358490566,100,0.6
|
| 101 |
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99,worm,0.7523809523809524,0.79,0.7707317073170732,100,0.79
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