Hugging Face's logo

Datasets:
Exploration-Lab
/
dim-discovery-archive

ArXiv:
Dataset card Files
xet
 Community
Divyanshu-Bhatt commited on
Commit
1cd1e7a
·
verified ·
1 Parent(s): fd170b7

Add files using upload-large-folder tool

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. mmlu_STEM/few_shot_0/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv +0 -0
  2. mmlu_STEM/few_shot_0/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_resid_post.csv +0 -0
  3. mmlu_STEM/few_shot_0/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.26.hook_mlp_out.csv +0 -0
  4. mmlu_STEM/few_shot_0/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv +0 -0
  5. mmlu_STEM/few_shot_0/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_resid_post.csv +0 -0
  6. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/accuracy.json +1 -0
  7. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv +0 -0
  8. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
  9. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv +0 -0
  10. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv +0 -0
  11. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv +0 -0
  12. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv +0 -0
  13. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv +0 -0
  14. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv +0 -0
  15. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv +0 -0
  16. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv +0 -0
  17. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv +0 -0
  18. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv +0 -0
  19. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv +0 -0
  20. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_mlp_out.csv +0 -0
  21. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv +0 -0
  22. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv +0 -0
  23. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv +0 -0
  24. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv +0 -0
  25. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv +0 -0
  26. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv +0 -0
  27. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv +0 -0
  28. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv +0 -0
  29. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv +0 -0
  30. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv +0 -0
  31. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/results.csv +25 -0
  32. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/llm_hook_args.json +1 -0
  33. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/llm_intrinsic_args.json +1 -0
  34. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/metrics.json +1 -0
  35. rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/predictions.csv +1067 -0
  36. rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/accuracy.json +1 -0
  37. rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv +0 -0
  38. rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
  39. rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv +0 -0
  40. rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv +0 -0
  41. rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv +0 -0
  42. rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv +0 -0
  43. rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/intrinsic/results.csv +7 -0
  44. rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/llm_hook_args.json +1 -0
  45. rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/llm_intrinsic_args.json +1 -0
  46. rottentomatoes_test/few_shot_2/EleutherAI_pythia-31m/last_token_relative_depth_100/accuracy.json +1 -0
  47. rottentomatoes_test/few_shot_2/EleutherAI_pythia-31m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv +0 -0
  48. rottentomatoes_test/few_shot_2/EleutherAI_pythia-31m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
  49. rottentomatoes_test/few_shot_2/EleutherAI_pythia-31m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv +0 -0
  50. rottentomatoes_test/few_shot_2/EleutherAI_pythia-31m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv +0 -0
mmlu_STEM/few_shot_0/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
mmlu_STEM/few_shot_0/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_resid_post.csv ADDED
The diff for this file is too large to render. See raw diff
 
mmlu_STEM/few_shot_0/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.26.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
mmlu_STEM/few_shot_0/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
mmlu_STEM/few_shot_0/meta-llama_Llama-2-7b-chat-hf/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_resid_post.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/accuracy.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"total_per_class": {"0": 533, "1": 533}, "correct_per_class": {"0": 533, "1": 0}, "net_accuracy": 0.5}
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/intrinsic/results.csv ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Layer,MLE,MLE_Corrected,TwoNN,Gride
2
+ blocks.0.hook_mlp_out,0.054286811500787735,0.05428681895136833,,
3
+ blocks.1.hook_mlp_out,17.414506912231445,16.072307586669922,21.263957977294922,15.590262413024902
4
+ blocks.2.hook_mlp_out,19.278724670410156,17.12913703918457,24.047412872314453,15.490260124206543
5
+ blocks.3.hook_mlp_out,15.085010528564453,13.192644119262695,20.25770378112793,10.910155296325684
6
+ blocks.4.hook_mlp_out,17.358823776245117,15.346449851989746,22.276079177856445,12.660195350646973
7
+ blocks.5.hook_mlp_out,18.855810165405273,16.800790786743164,23.9581356048584,13.720219612121582
8
+ blocks.6.hook_mlp_out,19.47740936279297,17.40967559814453,24.448665618896484,14.740242958068848
9
+ blocks.7.hook_mlp_out,20.552762985229492,18.626728057861328,25.54233169555664,15.57026195526123
10
+ blocks.8.hook_mlp_out,21.73312759399414,19.61962890625,25.136438369750977,17.8203125
11
+ blocks.9.hook_mlp_out,21.177989959716797,19.222835540771484,24.459251403808594,18.097793579101562
12
+ blocks.10.hook_mlp_out,22.710243225097656,20.27545928955078,28.036327362060547,18.540328979492188
13
+ blocks.11.hook_mlp_out,22.156721115112305,19.89171028137207,26.276962280273438,18.720333099365234
14
+ blocks.12.hook_mlp_out,19.460857391357422,17.177350997924805,23.81003761291504,15.30025577545166
15
+ blocks.13.hook_mlp_out,21.847280502319336,19.520648956298828,26.762094497680664,17.760311126708984
16
+ blocks.14.hook_mlp_out,21.24993133544922,18.96650505065918,26.034198760986328,17.77031135559082
17
+ blocks.15.hook_mlp_out,20.784381866455078,18.464092254638672,25.85304069519043,17.290300369262695
18
+ blocks.16.hook_mlp_out,21.74820899963379,19.375408172607422,26.54995346069336,18.438016891479492
19
+ blocks.17.hook_mlp_out,22.023948669433594,19.57776641845703,25.970426559448242,18.170320510864258
20
+ blocks.18.hook_mlp_out,20.688640594482422,18.327268600463867,26.80181884765625,17.08226776123047
21
+ blocks.19.hook_mlp_out,21.010255813598633,18.698287963867188,26.309019088745117,17.800312042236328
22
+ blocks.20.hook_mlp_out,22.57982063293457,19.790586471557617,25.48177719116211,18.770334243774414
23
+ blocks.21.hook_mlp_out,21.680179595947266,19.185972213745117,26.182619094848633,18.14031982421875
24
+ blocks.22.hook_mlp_out,22.08934783935547,19.543010711669922,25.64301109313965,18.83033561706543
25
+ blocks.23.hook_mlp_out,14.829590797424316,13.512725830078125,18.093154907226562,12.330187797546387
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/llm_hook_args.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"device": "cuda", "model_id": "EleutherAI/pythia-1.4b", "batch_size": 16, "dataset_name": "rottentomatoes_test", "max_token_length": 1024, "last_token": true, "question_structure": true, "relative_depth_of_sentence": 1.0, "store_activations": true, "random_seed": 42, "few_shot": 2}
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/llm_intrinsic_args.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"device": "cuda", "gride_k1": 20, "gride_k2": 40, "mle_k1": 12, "mle_k2": 24, "mle": true, "model_id": "EleutherAI/pythia-1.4b", "dataset_name": "rottentomatoes_test", "distance_metric": "euclidean", "batch_size": 16, "last_token": true, "relative_depth_of_sentence": 1.0, "few_shot": 2}
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/metrics.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"total_per_class": {"0": 533, "1": 533}, "correct_per_class": {"0": 533, "1": 0}, "net_accuracy": 0.5, "Precision": 0, "Recall": 0, "F1_Score": 0}
rottentomatoes_test/few_shot_2/EleutherAI_pythia-1.4b/last_token_relative_depth_100/predictions.csv ADDED
@@ -0,0 +1,1067 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Labels,Predictions
2
+ 0,0
3
+ 1,0
4
+ 0,0
5
+ 0,0
6
+ 0,0
7
+ 0,0
8
+ 1,0
9
+ 1,0
10
+ 1,0
11
+ 1,0
12
+ 0,0
13
+ 1,0
14
+ 1,0
15
+ 1,0
16
+ 1,0
17
+ 1,0
18
+ 1,0
19
+ 0,0
20
+ 1,0
21
+ 1,0
22
+ 0,0
23
+ 1,0
24
+ 0,0
25
+ 1,0
26
+ 0,0
27
+ 0,0
28
+ 0,0
29
+ 1,0
30
+ 1,0
31
+ 0,0
32
+ 1,0
33
+ 0,0
34
+ 0,0
35
+ 1,0
36
+ 1,0
37
+ 1,0
38
+ 0,0
39
+ 1,0
40
+ 0,0
41
+ 1,0
42
+ 0,0
43
+ 0,0
44
+ 0,0
45
+ 1,0
46
+ 1,0
47
+ 1,0
48
+ 1,0
49
+ 1,0
50
+ 0,0
51
+ 1,0
52
+ 0,0
53
+ 0,0
54
+ 0,0
55
+ 0,0
56
+ 0,0
57
+ 0,0
58
+ 1,0
59
+ 1,0
60
+ 0,0
61
+ 0,0
62
+ 0,0
63
+ 0,0
64
+ 0,0
65
+ 1,0
66
+ 1,0
67
+ 0,0
68
+ 0,0
69
+ 0,0
70
+ 0,0
71
+ 0,0
72
+ 0,0
73
+ 0,0
74
+ 0,0
75
+ 1,0
76
+ 1,0
77
+ 1,0
78
+ 0,0
79
+ 1,0
80
+ 0,0
81
+ 0,0
82
+ 1,0
83
+ 0,0
84
+ 0,0
85
+ 0,0
86
+ 0,0
87
+ 0,0
88
+ 0,0
89
+ 1,0
90
+ 1,0
91
+ 0,0
92
+ 0,0
93
+ 0,0
94
+ 1,0
95
+ 1,0
96
+ 1,0
97
+ 1,0
98
+ 0,0
99
+ 0,0
100
+ 1,0
101
+ 0,0
102
+ 0,0
103
+ 1,0
104
+ 0,0
105
+ 0,0
106
+ 0,0
107
+ 1,0
108
+ 1,0
109
+ 1,0
110
+ 0,0
111
+ 1,0
112
+ 0,0
113
+ 1,0
114
+ 1,0
115
+ 0,0
116
+ 1,0
117
+ 1,0
118
+ 0,0
119
+ 0,0
120
+ 1,0
121
+ 1,0
122
+ 0,0
123
+ 0,0
124
+ 1,0
125
+ 1,0
126
+ 1,0
127
+ 0,0
128
+ 1,0
129
+ 0,0
130
+ 0,0
131
+ 0,0
132
+ 0,0
133
+ 0,0
134
+ 0,0
135
+ 0,0
136
+ 0,0
137
+ 0,0
138
+ 1,0
139
+ 0,0
140
+ 1,0
141
+ 0,0
142
+ 0,0
143
+ 0,0
144
+ 0,0
145
+ 1,0
146
+ 0,0
147
+ 1,0
148
+ 1,0
149
+ 1,0
150
+ 1,0
151
+ 0,0
152
+ 1,0
153
+ 1,0
154
+ 1,0
155
+ 0,0
156
+ 1,0
157
+ 0,0
158
+ 1,0
159
+ 0,0
160
+ 1,0
161
+ 0,0
162
+ 0,0
163
+ 1,0
164
+ 0,0
165
+ 0,0
166
+ 0,0
167
+ 0,0
168
+ 1,0
169
+ 0,0
170
+ 0,0
171
+ 1,0
172
+ 1,0
173
+ 1,0
174
+ 0,0
175
+ 1,0
176
+ 0,0
177
+ 1,0
178
+ 1,0
179
+ 1,0
180
+ 1,0
181
+ 1,0
182
+ 0,0
183
+ 0,0
184
+ 0,0
185
+ 1,0
186
+ 0,0
187
+ 0,0
188
+ 1,0
189
+ 0,0
190
+ 0,0
191
+ 0,0
192
+ 1,0
193
+ 1,0
194
+ 0,0
195
+ 1,0
196
+ 1,0
197
+ 0,0
198
+ 0,0
199
+ 0,0
200
+ 1,0
201
+ 1,0
202
+ 0,0
203
+ 1,0
204
+ 1,0
205
+ 1,0
206
+ 1,0
207
+ 0,0
208
+ 1,0
209
+ 0,0
210
+ 0,0
211
+ 1,0
212
+ 0,0
213
+ 0,0
214
+ 1,0
215
+ 0,0
216
+ 0,0
217
+ 1,0
218
+ 1,0
219
+ 1,0
220
+ 1,0
221
+ 1,0
222
+ 1,0
223
+ 0,0
224
+ 1,0
225
+ 0,0
226
+ 1,0
227
+ 0,0
228
+ 1,0
229
+ 0,0
230
+ 1,0
231
+ 0,0
232
+ 1,0
233
+ 0,0
234
+ 0,0
235
+ 0,0
236
+ 0,0
237
+ 1,0
238
+ 0,0
239
+ 1,0
240
+ 0,0
241
+ 1,0
242
+ 0,0
243
+ 1,0
244
+ 0,0
245
+ 0,0
246
+ 0,0
247
+ 0,0
248
+ 0,0
249
+ 0,0
250
+ 0,0
251
+ 0,0
252
+ 0,0
253
+ 1,0
254
+ 0,0
255
+ 0,0
256
+ 0,0
257
+ 0,0
258
+ 0,0
259
+ 1,0
260
+ 0,0
261
+ 0,0
262
+ 0,0
263
+ 1,0
264
+ 0,0
265
+ 0,0
266
+ 0,0
267
+ 0,0
268
+ 1,0
269
+ 1,0
270
+ 0,0
271
+ 1,0
272
+ 0,0
273
+ 0,0
274
+ 0,0
275
+ 1,0
276
+ 0,0
277
+ 1,0
278
+ 1,0
279
+ 1,0
280
+ 1,0
281
+ 0,0
282
+ 0,0
283
+ 1,0
284
+ 1,0
285
+ 0,0
286
+ 0,0
287
+ 0,0
288
+ 1,0
289
+ 1,0
290
+ 1,0
291
+ 0,0
292
+ 1,0
293
+ 1,0
294
+ 1,0
295
+ 0,0
296
+ 1,0
297
+ 1,0
298
+ 1,0
299
+ 1,0
300
+ 1,0
301
+ 1,0
302
+ 1,0
303
+ 1,0
304
+ 1,0
305
+ 1,0
306
+ 0,0
307
+ 1,0
308
+ 1,0
309
+ 0,0
310
+ 0,0
311
+ 1,0
312
+ 1,0
313
+ 0,0
314
+ 1,0
315
+ 1,0
316
+ 1,0
317
+ 1,0
318
+ 0,0
319
+ 1,0
320
+ 0,0
321
+ 0,0
322
+ 0,0
323
+ 1,0
324
+ 1,0
325
+ 1,0
326
+ 1,0
327
+ 0,0
328
+ 0,0
329
+ 0,0
330
+ 0,0
331
+ 1,0
332
+ 1,0
333
+ 1,0
334
+ 0,0
335
+ 0,0
336
+ 1,0
337
+ 0,0
338
+ 0,0
339
+ 0,0
340
+ 1,0
341
+ 1,0
342
+ 1,0
343
+ 0,0
344
+ 0,0
345
+ 1,0
346
+ 0,0
347
+ 0,0
348
+ 1,0
349
+ 0,0
350
+ 1,0
351
+ 0,0
352
+ 1,0
353
+ 0,0
354
+ 0,0
355
+ 0,0
356
+ 1,0
357
+ 0,0
358
+ 1,0
359
+ 0,0
360
+ 1,0
361
+ 1,0
362
+ 0,0
363
+ 1,0
364
+ 0,0
365
+ 0,0
366
+ 1,0
367
+ 0,0
368
+ 1,0
369
+ 0,0
370
+ 1,0
371
+ 0,0
372
+ 0,0
373
+ 1,0
374
+ 0,0
375
+ 1,0
376
+ 0,0
377
+ 0,0
378
+ 1,0
379
+ 0,0
380
+ 0,0
381
+ 1,0
382
+ 1,0
383
+ 0,0
384
+ 0,0
385
+ 1,0
386
+ 0,0
387
+ 1,0
388
+ 1,0
389
+ 0,0
390
+ 0,0
391
+ 0,0
392
+ 1,0
393
+ 1,0
394
+ 1,0
395
+ 1,0
396
+ 1,0
397
+ 1,0
398
+ 0,0
399
+ 1,0
400
+ 0,0
401
+ 0,0
402
+ 1,0
403
+ 1,0
404
+ 1,0
405
+ 0,0
406
+ 0,0
407
+ 0,0
408
+ 1,0
409
+ 0,0
410
+ 1,0
411
+ 0,0
412
+ 1,0
413
+ 0,0
414
+ 1,0
415
+ 1,0
416
+ 0,0
417
+ 0,0
418
+ 1,0
419
+ 1,0
420
+ 1,0
421
+ 0,0
422
+ 1,0
423
+ 1,0
424
+ 0,0
425
+ 0,0
426
+ 1,0
427
+ 0,0
428
+ 0,0
429
+ 1,0
430
+ 1,0
431
+ 1,0
432
+ 1,0
433
+ 0,0
434
+ 1,0
435
+ 1,0
436
+ 1,0
437
+ 0,0
438
+ 1,0
439
+ 1,0
440
+ 0,0
441
+ 0,0
442
+ 1,0
443
+ 1,0
444
+ 0,0
445
+ 1,0
446
+ 1,0
447
+ 0,0
448
+ 0,0
449
+ 0,0
450
+ 0,0
451
+ 1,0
452
+ 1,0
453
+ 1,0
454
+ 0,0
455
+ 0,0
456
+ 0,0
457
+ 1,0
458
+ 0,0
459
+ 0,0
460
+ 0,0
461
+ 0,0
462
+ 1,0
463
+ 1,0
464
+ 0,0
465
+ 0,0
466
+ 1,0
467
+ 0,0
468
+ 1,0
469
+ 1,0
470
+ 0,0
471
+ 0,0
472
+ 0,0
473
+ 0,0
474
+ 1,0
475
+ 1,0
476
+ 1,0
477
+ 0,0
478
+ 1,0
479
+ 0,0
480
+ 0,0
481
+ 0,0
482
+ 1,0
483
+ 0,0
484
+ 0,0
485
+ 1,0
486
+ 1,0
487
+ 0,0
488
+ 1,0
489
+ 1,0
490
+ 0,0
491
+ 1,0
492
+ 1,0
493
+ 1,0
494
+ 1,0
495
+ 0,0
496
+ 0,0
497
+ 1,0
498
+ 0,0
499
+ 0,0
500
+ 0,0
501
+ 0,0
502
+ 0,0
503
+ 1,0
504
+ 0,0
505
+ 1,0
506
+ 1,0
507
+ 0,0
508
+ 0,0
509
+ 1,0
510
+ 1,0
511
+ 1,0
512
+ 1,0
513
+ 1,0
514
+ 0,0
515
+ 1,0
516
+ 0,0
517
+ 0,0
518
+ 0,0
519
+ 0,0
520
+ 0,0
521
+ 0,0
522
+ 1,0
523
+ 1,0
524
+ 0,0
525
+ 0,0
526
+ 0,0
527
+ 1,0
528
+ 1,0
529
+ 1,0
530
+ 0,0
531
+ 0,0
532
+ 1,0
533
+ 0,0
534
+ 0,0
535
+ 1,0
536
+ 1,0
537
+ 0,0
538
+ 1,0
539
+ 0,0
540
+ 0,0
541
+ 1,0
542
+ 0,0
543
+ 1,0
544
+ 1,0
545
+ 1,0
546
+ 0,0
547
+ 0,0
548
+ 1,0
549
+ 1,0
550
+ 1,0
551
+ 1,0
552
+ 0,0
553
+ 1,0
554
+ 0,0
555
+ 0,0
556
+ 1,0
557
+ 1,0
558
+ 0,0
559
+ 1,0
560
+ 1,0
561
+ 0,0
562
+ 0,0
563
+ 1,0
564
+ 0,0
565
+ 0,0
566
+ 0,0
567
+ 1,0
568
+ 1,0
569
+ 1,0
570
+ 1,0
571
+ 0,0
572
+ 1,0
573
+ 0,0
574
+ 1,0
575
+ 0,0
576
+ 1,0
577
+ 0,0
578
+ 0,0
579
+ 0,0
580
+ 0,0
581
+ 1,0
582
+ 1,0
583
+ 0,0
584
+ 1,0
585
+ 0,0
586
+ 0,0
587
+ 1,0
588
+ 0,0
589
+ 0,0
590
+ 1,0
591
+ 1,0
592
+ 1,0
593
+ 0,0
594
+ 1,0
595
+ 0,0
596
+ 1,0
597
+ 1,0
598
+ 0,0
599
+ 1,0
600
+ 1,0
601
+ 1,0
602
+ 1,0
603
+ 0,0
604
+ 1,0
605
+ 1,0
606
+ 1,0
607
+ 1,0
608
+ 1,0
609
+ 0,0
610
+ 0,0
611
+ 0,0
612
+ 0,0
613
+ 0,0
614
+ 0,0
615
+ 0,0
616
+ 1,0
617
+ 1,0
618
+ 1,0
619
+ 0,0
620
+ 0,0
621
+ 0,0
622
+ 1,0
623
+ 1,0
624
+ 1,0
625
+ 1,0
626
+ 0,0
627
+ 1,0
628
+ 1,0
629
+ 0,0
630
+ 1,0
631
+ 1,0
632
+ 0,0
633
+ 1,0
634
+ 0,0
635
+ 0,0
636
+ 1,0
637
+ 1,0
638
+ 0,0
639
+ 1,0
640
+ 1,0
641
+ 0,0
642
+ 1,0
643
+ 0,0
644
+ 1,0
645
+ 1,0
646
+ 0,0
647
+ 0,0
648
+ 1,0
649
+ 0,0
650
+ 1,0
651
+ 0,0
652
+ 1,0
653
+ 0,0
654
+ 0,0
655
+ 1,0
656
+ 1,0
657
+ 1,0
658
+ 0,0
659
+ 1,0
660
+ 0,0
661
+ 1,0
662
+ 0,0
663
+ 0,0
664
+ 0,0
665
+ 1,0
666
+ 0,0
667
+ 1,0
668
+ 0,0
669
+ 0,0
670
+ 1,0
671
+ 1,0
672
+ 1,0
673
+ 1,0
674
+ 0,0
675
+ 1,0
676
+ 0,0
677
+ 1,0
678
+ 0,0
679
+ 1,0
680
+ 1,0
681
+ 1,0
682
+ 1,0
683
+ 0,0
684
+ 0,0
685
+ 0,0
686
+ 0,0
687
+ 0,0
688
+ 1,0
689
+ 1,0
690
+ 1,0
691
+ 0,0
692
+ 1,0
693
+ 0,0
694
+ 1,0
695
+ 1,0
696
+ 1,0
697
+ 0,0
698
+ 0,0
699
+ 1,0
700
+ 0,0
701
+ 0,0
702
+ 1,0
703
+ 0,0
704
+ 1,0
705
+ 1,0
706
+ 1,0
707
+ 1,0
708
+ 1,0
709
+ 1,0
710
+ 0,0
711
+ 1,0
712
+ 0,0
713
+ 1,0
714
+ 0,0
715
+ 1,0
716
+ 0,0
717
+ 1,0
718
+ 0,0
719
+ 0,0
720
+ 1,0
721
+ 1,0
722
+ 0,0
723
+ 1,0
724
+ 0,0
725
+ 0,0
726
+ 0,0
727
+ 1,0
728
+ 1,0
729
+ 0,0
730
+ 1,0
731
+ 1,0
732
+ 1,0
733
+ 0,0
734
+ 1,0
735
+ 0,0
736
+ 0,0
737
+ 1,0
738
+ 1,0
739
+ 0,0
740
+ 1,0
741
+ 1,0
742
+ 1,0
743
+ 0,0
744
+ 0,0
745
+ 1,0
746
+ 1,0
747
+ 0,0
748
+ 0,0
749
+ 0,0
750
+ 0,0
751
+ 0,0
752
+ 1,0
753
+ 1,0
754
+ 1,0
755
+ 0,0
756
+ 0,0
757
+ 1,0
758
+ 1,0
759
+ 1,0
760
+ 1,0
761
+ 0,0
762
+ 1,0
763
+ 0,0
764
+ 1,0
765
+ 1,0
766
+ 0,0
767
+ 1,0
768
+ 0,0
769
+ 0,0
770
+ 1,0
771
+ 0,0
772
+ 0,0
773
+ 1,0
774
+ 0,0
775
+ 0,0
776
+ 0,0
777
+ 0,0
778
+ 0,0
779
+ 0,0
780
+ 1,0
781
+ 0,0
782
+ 1,0
783
+ 0,0
784
+ 0,0
785
+ 0,0
786
+ 1,0
787
+ 1,0
788
+ 1,0
789
+ 1,0
790
+ 0,0
791
+ 0,0
792
+ 0,0
793
+ 0,0
794
+ 0,0
795
+ 0,0
796
+ 0,0
797
+ 0,0
798
+ 0,0
799
+ 1,0
800
+ 1,0
801
+ 1,0
802
+ 1,0
803
+ 1,0
804
+ 0,0
805
+ 0,0
806
+ 1,0
807
+ 1,0
808
+ 0,0
809
+ 0,0
810
+ 1,0
811
+ 0,0
812
+ 1,0
813
+ 1,0
814
+ 0,0
815
+ 1,0
816
+ 1,0
817
+ 0,0
818
+ 1,0
819
+ 0,0
820
+ 0,0
821
+ 0,0
822
+ 1,0
823
+ 1,0
824
+ 1,0
825
+ 0,0
826
+ 1,0
827
+ 0,0
828
+ 1,0
829
+ 1,0
830
+ 0,0
831
+ 1,0
832
+ 1,0
833
+ 1,0
834
+ 1,0
835
+ 1,0
836
+ 0,0
837
+ 0,0
838
+ 0,0
839
+ 0,0
840
+ 0,0
841
+ 1,0
842
+ 1,0
843
+ 0,0
844
+ 0,0
845
+ 1,0
846
+ 1,0
847
+ 1,0
848
+ 1,0
849
+ 0,0
850
+ 1,0
851
+ 1,0
852
+ 0,0
853
+ 1,0
854
+ 1,0
855
+ 1,0
856
+ 0,0
857
+ 1,0
858
+ 1,0
859
+ 0,0
860
+ 0,0
861
+ 1,0
862
+ 0,0
863
+ 1,0
864
+ 1,0
865
+ 0,0
866
+ 0,0
867
+ 0,0
868
+ 1,0
869
+ 0,0
870
+ 1,0
871
+ 1,0
872
+ 1,0
873
+ 0,0
874
+ 1,0
875
+ 1,0
876
+ 1,0
877
+ 0,0
878
+ 0,0
879
+ 0,0
880
+ 0,0
881
+ 1,0
882
+ 0,0
883
+ 0,0
884
+ 0,0
885
+ 0,0
886
+ 0,0
887
+ 1,0
888
+ 0,0
889
+ 0,0
890
+ 0,0
891
+ 1,0
892
+ 0,0
893
+ 0,0
894
+ 0,0
895
+ 0,0
896
+ 0,0
897
+ 1,0
898
+ 1,0
899
+ 1,0
900
+ 0,0
901
+ 1,0
902
+ 1,0
903
+ 0,0
904
+ 0,0
905
+ 0,0
906
+ 0,0
907
+ 0,0
908
+ 0,0
909
+ 0,0
910
+ 0,0
911
+ 0,0
912
+ 0,0
913
+ 0,0
914
+ 0,0
915
+ 0,0
916
+ 0,0
917
+ 1,0
918
+ 1,0
919
+ 1,0
920
+ 1,0
921
+ 1,0
922
+ 1,0
923
+ 1,0
924
+ 0,0
925
+ 0,0
926
+ 1,0
927
+ 1,0
928
+ 0,0
929
+ 1,0
930
+ 1,0
931
+ 0,0
932
+ 1,0
933
+ 1,0
934
+ 1,0
935
+ 1,0
936
+ 1,0
937
+ 1,0
938
+ 0,0
939
+ 0,0
940
+ 0,0
941
+ 0,0
942
+ 1,0
943
+ 0,0
944
+ 1,0
945
+ 0,0
946
+ 1,0
947
+ 1,0
948
+ 0,0
949
+ 1,0
950
+ 0,0
951
+ 1,0
952
+ 1,0
953
+ 1,0
954
+ 1,0
955
+ 0,0
956
+ 0,0
957
+ 1,0
958
+ 0,0
959
+ 1,0
960
+ 1,0
961
+ 0,0
962
+ 0,0
963
+ 0,0
964
+ 1,0
965
+ 0,0
966
+ 1,0
967
+ 1,0
968
+ 1,0
969
+ 1,0
970
+ 1,0
971
+ 1,0
972
+ 0,0
973
+ 0,0
974
+ 1,0
975
+ 1,0
976
+ 0,0
977
+ 1,0
978
+ 1,0
979
+ 0,0
980
+ 0,0
981
+ 1,0
982
+ 1,0
983
+ 0,0
984
+ 1,0
985
+ 1,0
986
+ 0,0
987
+ 1,0
988
+ 0,0
989
+ 0,0
990
+ 1,0
991
+ 1,0
992
+ 0,0
993
+ 1,0
994
+ 1,0
995
+ 0,0
996
+ 1,0
997
+ 0,0
998
+ 0,0
999
+ 0,0
1000
+ 1,0
1001
+ 0,0
1002
+ 0,0
1003
+ 1,0
1004
+ 1,0
1005
+ 1,0
1006
+ 0,0
1007
+ 1,0
1008
+ 1,0
1009
+ 0,0
1010
+ 0,0
1011
+ 1,0
1012
+ 0,0
1013
+ 1,0
1014
+ 0,0
1015
+ 0,0
1016
+ 0,0
1017
+ 1,0
1018
+ 1,0
1019
+ 1,0
1020
+ 0,0
1021
+ 0,0
1022
+ 0,0
1023
+ 1,0
1024
+ 1,0
1025
+ 0,0
1026
+ 1,0
1027
+ 1,0
1028
+ 0,0
1029
+ 1,0
1030
+ 1,0
1031
+ 0,0
1032
+ 0,0
1033
+ 0,0
1034
+ 0,0
1035
+ 0,0
1036
+ 0,0
1037
+ 1,0
1038
+ 1,0
1039
+ 1,0
1040
+ 1,0
1041
+ 0,0
1042
+ 1,0
1043
+ 1,0
1044
+ 1,0
1045
+ 1,0
1046
+ 1,0
1047
+ 1,0
1048
+ 0,0
1049
+ 0,0
1050
+ 1,0
1051
+ 1,0
1052
+ 0,0
1053
+ 0,0
1054
+ 1,0
1055
+ 1,0
1056
+ 0,0
1057
+ 1,0
1058
+ 1,0
1059
+ 1,0
1060
+ 0,0
1061
+ 0,0
1062
+ 1,0
1063
+ 0,0
1064
+ 0,0
1065
+ 1,0
1066
+ 0,0
1067
+ 1,0
rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/accuracy.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"total_per_class": {"0": 533, "1": 533}, "correct_per_class": {"0": 533, "1": 0}, "net_accuracy": 0.5}
rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/intrinsic/results.csv ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ Layer,MLE,MLE_Corrected,TwoNN,Gride
2
+ blocks.0.hook_mlp_out,0.05479392781853676,0.05453018844127655,,
3
+ blocks.1.hook_mlp_out,11.886674880981445,10.67828369140625,13.261917114257812,10.690150260925293
4
+ blocks.2.hook_mlp_out,11.781183242797852,10.703432083129883,13.574554443359375,10.370142936706543
5
+ blocks.3.hook_mlp_out,12.83008861541748,11.655309677124023,14.515480041503906,11.100159645080566
6
+ blocks.4.hook_mlp_out,10.517674446105957,9.528066635131836,12.876012802124023,8.790106773376465
7
+ blocks.5.hook_mlp_out,12.066965103149414,10.939477920532227,14.332958221435547,9.80121898651123
rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/llm_hook_args.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"device": "cuda", "model_id": "EleutherAI/pythia-14m", "batch_size": 16, "dataset_name": "rottentomatoes_test", "max_token_length": 1024, "last_token": true, "question_structure": true, "relative_depth_of_sentence": 1.0, "store_activations": true, "random_seed": 42, "few_shot": 2}
rottentomatoes_test/few_shot_2/EleutherAI_pythia-14m/last_token_relative_depth_100/llm_intrinsic_args.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"device": "cuda", "gride_k1": 20, "gride_k2": 40, "mle_k1": 12, "mle_k2": 24, "mle": true, "model_id": "EleutherAI/pythia-14m", "dataset_name": "rottentomatoes_test", "distance_metric": "euclidean", "batch_size": 16, "last_token": true, "relative_depth_of_sentence": 1.0, "few_shot": 2}
rottentomatoes_test/few_shot_2/EleutherAI_pythia-31m/last_token_relative_depth_100/accuracy.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"total_per_class": {"0": 533, "1": 533}, "correct_per_class": {"0": 533, "1": 0}, "net_accuracy": 0.5}
rottentomatoes_test/few_shot_2/EleutherAI_pythia-31m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-31m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-31m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff
 
rottentomatoes_test/few_shot_2/EleutherAI_pythia-31m/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv ADDED
The diff for this file is too large to render. See raw diff