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- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/accuracy.json +1 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.25.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.26.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.27.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/results.csv +29 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/llm_hook_args.json +1 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/llm_intrinsic_args.json +1 -0
- sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/predictions.csv +873 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/accuracy.json +1 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/results.csv +19 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/llm_hook_args.json +1 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/llm_intrinsic_args.json +1 -0
- sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/predictions.csv +873 -0
sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/accuracy.json
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{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 428, "1": 3}, "net_accuracy": 0.49426605504587157}
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.25.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.26.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.27.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/intrinsic/results.csv
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Layer,MLE,MLE_Corrected,TwoNN,Gride
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blocks.0.hook_mlp_out,0.05428679659962654,0.05428683012723923,,
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blocks.1.hook_mlp_out,18.438241958618164,16.756711959838867,21.1404972076416,15.730265617370605
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blocks.2.hook_mlp_out,20.077329635620117,18.06719207763672,24.238679885864258,16.544536590576172
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blocks.3.hook_mlp_out,19.07929229736328,17.080474853515625,22.600757598876953,15.180253028869629
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blocks.4.hook_mlp_out,20.196552276611328,17.88459587097168,23.425249099731445,15.99027156829834
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blocks.5.hook_mlp_out,19.988250732421875,17.94000816345215,25.152753829956055,15.530261039733887
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blocks.6.hook_mlp_out,20.481985092163086,18.337623596191406,24.62127113342285,16.770288467407227
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blocks.7.hook_mlp_out,22.159969329833984,19.80671501159668,26.57575798034668,18.61033058166504
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blocks.8.hook_mlp_out,19.87715721130371,17.276134490966797,20.373607635498047,16.893413543701172
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blocks.9.hook_mlp_out,20.38221549987793,17.824993133544922,22.309656143188477,18.097808837890625
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blocks.10.hook_mlp_out,21.765470504760742,18.94516372680664,23.82086181640625,18.85834312438965
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blocks.11.hook_mlp_out,22.031007766723633,19.212703704833984,23.969789505004883,19.060340881347656
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blocks.12.hook_mlp_out,23.254119873046875,20.58360481262207,24.853178024291992,20.11036491394043
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blocks.13.hook_mlp_out,23.333980560302734,20.56060791015625,25.092994689941406,20.140365600585938
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blocks.14.hook_mlp_out,22.576663970947266,20.098661422729492,25.669246673583984,18.86754035949707
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blocks.15.hook_mlp_out,22.74471664428711,20.101280212402344,24.532264709472656,18.940338134765625
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blocks.16.hook_mlp_out,22.855060577392578,20.436168670654297,25.004623413085938,19.20034408569336
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+
blocks.17.hook_mlp_out,23.59070587158203,21.08081817626953,25.373748779296875,20.005632400512695
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blocks.18.hook_mlp_out,23.42447853088379,20.850727081298828,25.285409927368164,19.730356216430664
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blocks.19.hook_mlp_out,24.334606170654297,21.75865936279297,25.273956298828125,20.92038345336914
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blocks.20.hook_mlp_out,24.920391082763672,22.11484146118164,25.229001998901367,20.610580444335938
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blocks.21.hook_mlp_out,25.025957107543945,22.119903564453125,25.821868896484375,21.03437042236328
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blocks.22.hook_mlp_out,25.35413360595703,22.56430435180664,26.09691619873047,21.570398330688477
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blocks.23.hook_mlp_out,25.75050926208496,22.556318283081055,27.613325119018555,21.740402221679688
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| 26 |
+
blocks.24.hook_mlp_out,27.188600540161133,23.46006965637207,28.126375198364258,22.10041046142578
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blocks.25.hook_mlp_out,26.601457595825195,22.545997619628906,26.403423309326172,21.71390724182129
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| 28 |
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blocks.26.hook_mlp_out,25.007783889770508,21.352033615112305,24.55718231201172,20.560375213623047
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blocks.27.hook_mlp_out,16.23982048034668,13.89133071899414,19.12586212158203,11.920178413391113
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/llm_hook_args.json
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{"device": "cuda", "model_id": "EleutherAI/gpt-j-6B", "batch_size": 16, "dataset_name": "sst2_validation", "last_token": true, "question_structure": true, "relative_depth_of_sentence": 1.0, "store_activations": true, "random_seed": 20, "few_shot": 5}
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/llm_intrinsic_args.json
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{"device": "cuda", "gride_k1": 20, "gride_k2": 40, "mle_k1": 12, "mle_k2": 24, "mle": true, "model_id": "EleutherAI/gpt-j-6B", "dataset_name": "sst2_validation", "distance_metric": "euclidean", "batch_size": 16, "last_token": true, "relative_depth_of_sentence": 1.0, "few_shot": 5}
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sst2_validation/few_shot_5/EleutherAI_gpt-j-6B/last_token_relative_depth_100/predictions.csv
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| 1 |
+
Labels,Predictions
|
| 2 |
+
0,0
|
| 3 |
+
0,0
|
| 4 |
+
1,0
|
| 5 |
+
0,0
|
| 6 |
+
1,0
|
| 7 |
+
0,0
|
| 8 |
+
1,0
|
| 9 |
+
0,0
|
| 10 |
+
1,0
|
| 11 |
+
1,0
|
| 12 |
+
1,0
|
| 13 |
+
1,0
|
| 14 |
+
0,0
|
| 15 |
+
0,0
|
| 16 |
+
1,0
|
| 17 |
+
1,0
|
| 18 |
+
1,0
|
| 19 |
+
0,0
|
| 20 |
+
1,0
|
| 21 |
+
0,0
|
| 22 |
+
0,0
|
| 23 |
+
0,0
|
| 24 |
+
0,0
|
| 25 |
+
1,0
|
| 26 |
+
1,0
|
| 27 |
+
1,0
|
| 28 |
+
0,0
|
| 29 |
+
0,0
|
| 30 |
+
0,0
|
| 31 |
+
0,0
|
| 32 |
+
1,0
|
| 33 |
+
1,0
|
| 34 |
+
0,0
|
| 35 |
+
1,0
|
| 36 |
+
0,0
|
| 37 |
+
0,0
|
| 38 |
+
1,0
|
| 39 |
+
0,0
|
| 40 |
+
0,0
|
| 41 |
+
1,0
|
| 42 |
+
0,0
|
| 43 |
+
1,0
|
| 44 |
+
0,0
|
| 45 |
+
1,0
|
| 46 |
+
1,0
|
| 47 |
+
0,0
|
| 48 |
+
0,0
|
| 49 |
+
0,0
|
| 50 |
+
1,0
|
| 51 |
+
1,0
|
| 52 |
+
0,0
|
| 53 |
+
0,0
|
| 54 |
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1,0
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1,0
|
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1,0
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/accuracy.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 170, "1": 407}, "net_accuracy": 0.661697247706422}
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv
ADDED
|
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|
|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv
ADDED
|
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv
ADDED
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv
ADDED
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv
ADDED
|
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv
ADDED
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv
ADDED
|
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv
ADDED
|
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv
ADDED
|
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv
ADDED
|
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv
ADDED
|
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv
ADDED
|
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv
ADDED
|
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv
ADDED
|
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv
ADDED
|
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv
ADDED
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv
ADDED
|
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv
ADDED
|
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|
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/intrinsic/results.csv
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Layer,MLE,MLE_Corrected,TwoNN,Gride
|
| 2 |
+
blocks.0.hook_mlp_out,8.251184463500977,7.503172874450684,11.059715270996094,6.670061111450195
|
| 3 |
+
blocks.1.hook_mlp_out,20.205257415771484,17.868375778198242,24.649879455566406,16.570283889770508
|
| 4 |
+
blocks.2.hook_mlp_out,18.164705276489258,16.08003044128418,21.533498764038086,14.535582542419434
|
| 5 |
+
blocks.3.hook_mlp_out,23.303661346435547,20.658437728881836,27.752370834350586,19.124988555908203
|
| 6 |
+
blocks.4.hook_mlp_out,20.068592071533203,17.71115493774414,22.95999526977539,16.450281143188477
|
| 7 |
+
blocks.5.hook_mlp_out,20.969209671020508,18.46240997314453,24.96929168701172,17.69867515563965
|
| 8 |
+
blocks.6.hook_mlp_out,21.91167449951172,19.123151779174805,24.139142990112305,18.732620239257812
|
| 9 |
+
blocks.7.hook_mlp_out,19.658952713012695,17.49299430847168,21.2031192779541,16.22027587890625
|
| 10 |
+
blocks.8.hook_mlp_out,19.76849365234375,17.529537200927734,19.652530670166016,17.036239624023438
|
| 11 |
+
blocks.9.hook_mlp_out,20.912405014038086,18.907001495361328,22.913381576538086,17.66427993774414
|
| 12 |
+
blocks.10.hook_mlp_out,18.635486602783203,16.744157791137695,20.80735206604004,15.340256690979004
|
| 13 |
+
blocks.11.hook_mlp_out,18.641353607177734,16.867033004760742,20.489459991455078,15.618622779846191
|
| 14 |
+
blocks.12.hook_mlp_out,18.73374366760254,16.845069885253906,21.58237075805664,16.02027130126953
|
| 15 |
+
blocks.13.hook_mlp_out,17.14708137512207,15.390531539916992,19.170169830322266,14.500237464904785
|
| 16 |
+
blocks.14.hook_mlp_out,15.545795440673828,14.231363296508789,19.075122833251953,13.16020679473877
|
| 17 |
+
blocks.15.hook_mlp_out,14.050413131713867,12.897274017333984,17.623647689819336,11.310164451599121
|
| 18 |
+
blocks.16.hook_mlp_out,15.012731552124023,13.683069229125977,18.87920570373535,12.330187797546387
|
| 19 |
+
blocks.17.hook_mlp_out,13.319523811340332,12.118947982788086,16.813295364379883,10.723945617675781
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/llm_hook_args.json
ADDED
|
@@ -0,0 +1 @@
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| 1 |
+
{"device": "cuda", "model_id": "google/gemma-2b", "batch_size": 16, "dataset_name": "sst2_validation", "last_token": true, "question_structure": true, "relative_depth_of_sentence": 1.0, "store_activations": true, "random_seed": 20, "few_shot": 5}
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/llm_intrinsic_args.json
ADDED
|
@@ -0,0 +1 @@
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| 1 |
+
{"device": "cuda", "gride_k1": 20, "gride_k2": 40, "mle_k1": 12, "mle_k2": 24, "mle": true, "model_id": "google/gemma-2b", "dataset_name": "sst2_validation", "distance_metric": "euclidean", "batch_size": 16, "last_token": true, "relative_depth_of_sentence": 1.0, "few_shot": 5}
|
sst2_validation/few_shot_5/google_gemma-2b/last_token_relative_depth_100/predictions.csv
ADDED
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@@ -0,0 +1,873 @@
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| 1 |
+
Labels,Predictions
|
| 2 |
+
0,0
|
| 3 |
+
0,1
|
| 4 |
+
1,1
|
| 5 |
+
0,0
|
| 6 |
+
1,1
|
| 7 |
+
0,1
|
| 8 |
+
1,1
|
| 9 |
+
0,0
|
| 10 |
+
1,1
|
| 11 |
+
1,1
|
| 12 |
+
1,0
|
| 13 |
+
1,1
|
| 14 |
+
0,0
|
| 15 |
+
0,1
|
| 16 |
+
1,1
|
| 17 |
+
1,1
|
| 18 |
+
1,1
|
| 19 |
+
0,1
|
| 20 |
+
1,1
|
| 21 |
+
0,1
|
| 22 |
+
0,0
|
| 23 |
+
0,1
|
| 24 |
+
0,0
|
| 25 |
+
1,1
|
| 26 |
+
1,1
|
| 27 |
+
1,1
|
| 28 |
+
0,1
|
| 29 |
+
0,0
|
| 30 |
+
0,1
|
| 31 |
+
0,0
|
| 32 |
+
1,1
|
| 33 |
+
1,1
|
| 34 |
+
0,0
|
| 35 |
+
1,1
|
| 36 |
+
0,0
|
| 37 |
+
0,1
|
| 38 |
+
1,1
|
| 39 |
+
0,0
|
| 40 |
+
0,1
|
| 41 |
+
1,1
|
| 42 |
+
0,1
|
| 43 |
+
1,1
|
| 44 |
+
0,0
|
| 45 |
+
1,1
|
| 46 |
+
1,1
|
| 47 |
+
0,1
|
| 48 |
+
0,1
|
| 49 |
+
0,0
|
| 50 |
+
1,1
|
| 51 |
+
1,1
|
| 52 |
+
0,0
|
| 53 |
+
0,1
|
| 54 |
+
1,1
|
| 55 |
+
0,1
|
| 56 |
+
1,1
|
| 57 |
+
0,0
|
| 58 |
+
1,0
|
| 59 |
+
1,1
|
| 60 |
+
0,0
|
| 61 |
+
1,1
|
| 62 |
+
0,1
|
| 63 |
+
1,1
|
| 64 |
+
1,1
|
| 65 |
+
0,0
|
| 66 |
+
1,1
|
| 67 |
+
0,1
|
| 68 |
+
1,1
|
| 69 |
+
1,1
|
| 70 |
+
0,1
|
| 71 |
+
1,1
|
| 72 |
+
1,1
|
| 73 |
+
1,0
|
| 74 |
+
1,1
|
| 75 |
+
1,1
|
| 76 |
+
0,1
|
| 77 |
+
1,1
|
| 78 |
+
1,1
|
| 79 |
+
1,1
|
| 80 |
+
0,0
|
| 81 |
+
1,0
|
| 82 |
+
0,0
|
| 83 |
+
1,1
|
| 84 |
+
1,1
|
| 85 |
+
1,1
|
| 86 |
+
1,1
|
| 87 |
+
1,1
|
| 88 |
+
1,1
|
| 89 |
+
1,1
|
| 90 |
+
0,1
|
| 91 |
+
1,1
|
| 92 |
+
0,1
|
| 93 |
+
0,1
|
| 94 |
+
1,1
|
| 95 |
+
1,1
|
| 96 |
+
0,1
|
| 97 |
+
0,0
|
| 98 |
+
1,1
|
| 99 |
+
0,1
|
| 100 |
+
0,1
|
| 101 |
+
1,1
|
| 102 |
+
0,1
|
| 103 |
+
1,1
|
| 104 |
+
1,1
|
| 105 |
+
0,1
|
| 106 |
+
1,1
|
| 107 |
+
1,1
|
| 108 |
+
0,1
|
| 109 |
+
0,1
|
| 110 |
+
1,1
|
| 111 |
+
1,1
|
| 112 |
+
0,1
|
| 113 |
+
0,1
|
| 114 |
+
1,1
|
| 115 |
+
1,1
|
| 116 |
+
0,1
|
| 117 |
+
0,1
|
| 118 |
+
1,1
|
| 119 |
+
1,1
|
| 120 |
+
1,1
|
| 121 |
+
0,1
|
| 122 |
+
0,1
|
| 123 |
+
1,1
|
| 124 |
+
1,1
|
| 125 |
+
0,1
|
| 126 |
+
1,0
|
| 127 |
+
0,1
|
| 128 |
+
1,1
|
| 129 |
+
0,1
|
| 130 |
+
0,1
|
| 131 |
+
1,1
|
| 132 |
+
1,1
|
| 133 |
+
0,0
|
| 134 |
+
0,1
|
| 135 |
+
1,1
|
| 136 |
+
1,1
|
| 137 |
+
1,1
|
| 138 |
+
0,1
|
| 139 |
+
1,1
|
| 140 |
+
0,1
|
| 141 |
+
1,1
|
| 142 |
+
1,1
|
| 143 |
+
1,1
|
| 144 |
+
0,1
|
| 145 |
+
0,0
|
| 146 |
+
0,1
|
| 147 |
+
0,1
|
| 148 |
+
1,1
|
| 149 |
+
1,1
|
| 150 |
+
0,0
|
| 151 |
+
0,1
|
| 152 |
+
0,1
|
| 153 |
+
1,1
|
| 154 |
+
0,0
|
| 155 |
+
0,1
|
| 156 |
+
1,1
|
| 157 |
+
0,0
|
| 158 |
+
0,1
|
| 159 |
+
0,1
|
| 160 |
+
0,1
|
| 161 |
+
0,0
|
| 162 |
+
1,1
|
| 163 |
+
1,1
|
| 164 |
+
1,1
|
| 165 |
+
1,1
|
| 166 |
+
1,1
|
| 167 |
+
1,0
|
| 168 |
+
0,1
|
| 169 |
+
0,1
|
| 170 |
+
0,0
|
| 171 |
+
0,1
|
| 172 |
+
0,1
|
| 173 |
+
1,1
|
| 174 |
+
1,1
|
| 175 |
+
0,1
|
| 176 |
+
1,1
|
| 177 |
+
0,1
|
| 178 |
+
1,1
|
| 179 |
+
1,0
|
| 180 |
+
0,0
|
| 181 |
+
1,0
|
| 182 |
+
1,1
|
| 183 |
+
0,1
|
| 184 |
+
1,1
|
| 185 |
+
0,0
|
| 186 |
+
0,1
|
| 187 |
+
0,0
|
| 188 |
+
0,0
|
| 189 |
+
0,1
|
| 190 |
+
0,1
|
| 191 |
+
1,1
|
| 192 |
+
1,1
|
| 193 |
+
1,1
|
| 194 |
+
0,1
|
| 195 |
+
1,1
|
| 196 |
+
1,1
|
| 197 |
+
1,1
|
| 198 |
+
0,1
|
| 199 |
+
0,1
|
| 200 |
+
0,0
|
| 201 |
+
0,0
|
| 202 |
+
0,0
|
| 203 |
+
0,1
|
| 204 |
+
0,0
|
| 205 |
+
1,1
|
| 206 |
+
0,0
|
| 207 |
+
0,1
|
| 208 |
+
0,0
|
| 209 |
+
1,1
|
| 210 |
+
1,1
|
| 211 |
+
0,0
|
| 212 |
+
0,1
|
| 213 |
+
1,1
|
| 214 |
+
1,0
|
| 215 |
+
0,1
|
| 216 |
+
1,1
|
| 217 |
+
1,0
|
| 218 |
+
1,1
|
| 219 |
+
1,1
|
| 220 |
+
1,1
|
| 221 |
+
1,1
|
| 222 |
+
1,1
|
| 223 |
+
0,1
|
| 224 |
+
1,1
|
| 225 |
+
1,1
|
| 226 |
+
1,1
|
| 227 |
+
1,0
|
| 228 |
+
0,0
|
| 229 |
+
1,1
|
| 230 |
+
1,1
|
| 231 |
+
1,1
|
| 232 |
+
1,1
|
| 233 |
+
0,0
|
| 234 |
+
1,1
|
| 235 |
+
1,1
|
| 236 |
+
1,1
|
| 237 |
+
1,1
|
| 238 |
+
0,0
|
| 239 |
+
1,1
|
| 240 |
+
1,1
|
| 241 |
+
1,1
|
| 242 |
+
0,0
|
| 243 |
+
1,1
|
| 244 |
+
1,1
|
| 245 |
+
1,1
|
| 246 |
+
0,0
|
| 247 |
+
1,1
|
| 248 |
+
0,1
|
| 249 |
+
1,1
|
| 250 |
+
0,1
|
| 251 |
+
1,1
|
| 252 |
+
1,1
|
| 253 |
+
0,0
|
| 254 |
+
1,1
|
| 255 |
+
0,0
|
| 256 |
+
0,1
|
| 257 |
+
0,0
|
| 258 |
+
1,1
|
| 259 |
+
1,0
|
| 260 |
+
1,1
|
| 261 |
+
0,1
|
| 262 |
+
0,1
|
| 263 |
+
0,0
|
| 264 |
+
0,1
|
| 265 |
+
1,0
|
| 266 |
+
1,1
|
| 267 |
+
0,1
|
| 268 |
+
1,0
|
| 269 |
+
0,0
|
| 270 |
+
1,0
|
| 271 |
+
0,0
|
| 272 |
+
0,1
|
| 273 |
+
1,1
|
| 274 |
+
1,1
|
| 275 |
+
1,1
|
| 276 |
+
0,1
|
| 277 |
+
0,0
|
| 278 |
+
1,1
|
| 279 |
+
0,0
|
| 280 |
+
0,1
|
| 281 |
+
0,1
|
| 282 |
+
0,1
|
| 283 |
+
1,1
|
| 284 |
+
1,1
|
| 285 |
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0,1
|
| 286 |
+
0,1
|
| 287 |
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1,1
|
| 288 |
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0,0
|
| 289 |
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1,1
|
| 290 |
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0,1
|
| 291 |
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0,0
|
| 292 |
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0,0
|
| 293 |
+
0,1
|
| 294 |
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0,0
|
| 295 |
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0,1
|
| 296 |
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0,1
|
| 297 |
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0,1
|
| 298 |
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1,1
|
| 299 |
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0,0
|
| 300 |
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1,1
|
| 301 |
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1,1
|
| 302 |
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0,1
|
| 303 |
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0,1
|
| 304 |
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1,1
|
| 305 |
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0,1
|
| 306 |
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0,1
|
| 307 |
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0,1
|
| 308 |
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1,1
|
| 309 |
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1,1
|
| 310 |
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0,1
|
| 311 |
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0,1
|
| 312 |
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1,1
|
| 313 |
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1,1
|
| 314 |
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0,1
|
| 315 |
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1,1
|
| 316 |
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1,1
|
| 317 |
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1,1
|
| 318 |
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0,1
|
| 319 |
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0,1
|
| 320 |
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1,1
|
| 321 |
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1,0
|
| 322 |
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0,0
|
| 323 |
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0,0
|
| 324 |
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1,1
|
| 325 |
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0,1
|
| 326 |
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0,1
|
| 327 |
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0,1
|
| 328 |
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0,1
|
| 329 |
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0,1
|
| 330 |
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0,1
|
| 331 |
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0,1
|
| 332 |
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1,1
|
| 333 |
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0,1
|
| 334 |
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0,1
|
| 335 |
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1,1
|
| 336 |
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0,0
|
| 337 |
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0,1
|
| 338 |
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0,1
|
| 339 |
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1,1
|
| 340 |
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1,1
|
| 341 |
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1,1
|
| 342 |
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1,1
|
| 343 |
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1,1
|
| 344 |
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0,1
|
| 345 |
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0,1
|
| 346 |
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1,1
|
| 347 |
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0,1
|
| 348 |
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0,0
|
| 349 |
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1,1
|
| 350 |
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0,0
|
| 351 |
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0,1
|
| 352 |
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1,1
|
| 353 |
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1,1
|
| 354 |
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0,0
|
| 355 |
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1,1
|
| 356 |
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1,1
|
| 357 |
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0,1
|
| 358 |
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0,0
|
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0,1
|
| 360 |
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1,1
|
| 361 |
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1,1
|
| 362 |
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1,1
|
| 363 |
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1,1
|
| 364 |
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0,1
|
| 365 |
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0,0
|
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1,0
|
| 367 |
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0,0
|
| 368 |
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0,1
|
| 369 |
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1,1
|
| 370 |
+
1,1
|
| 371 |
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0,0
|
| 372 |
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0,0
|
| 373 |
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0,0
|
| 374 |
+
1,1
|
| 375 |
+
1,1
|
| 376 |
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0,0
|
| 377 |
+
1,1
|
| 378 |
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0,0
|
| 379 |
+
0,0
|
| 380 |
+
1,1
|
| 381 |
+
1,1
|
| 382 |
+
1,1
|
| 383 |
+
1,1
|
| 384 |
+
0,0
|
| 385 |
+
0,0
|
| 386 |
+
1,0
|
| 387 |
+
0,1
|
| 388 |
+
0,1
|
| 389 |
+
1,1
|
| 390 |
+
0,1
|
| 391 |
+
1,1
|
| 392 |
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1,0
|
| 393 |
+
1,1
|
| 394 |
+
0,1
|
| 395 |
+
1,1
|
| 396 |
+
0,1
|
| 397 |
+
1,0
|
| 398 |
+
1,1
|
| 399 |
+
1,1
|
| 400 |
+
0,1
|
| 401 |
+
0,1
|
| 402 |
+
0,1
|
| 403 |
+
0,1
|
| 404 |
+
1,1
|
| 405 |
+
1,1
|
| 406 |
+
1,1
|
| 407 |
+
0,0
|
| 408 |
+
1,1
|
| 409 |
+
1,1
|
| 410 |
+
0,1
|
| 411 |
+
1,1
|
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+
1,1
|
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+
1,1
|
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+
1,1
|
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+
1,1
|
| 416 |
+
0,0
|
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+
1,1
|
| 418 |
+
0,0
|
| 419 |
+
1,1
|
| 420 |
+
0,0
|
| 421 |
+
0,1
|
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+
1,1
|
| 423 |
+
0,1
|
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+
0,0
|
| 425 |
+
0,0
|
| 426 |
+
0,0
|
| 427 |
+
1,1
|
| 428 |
+
0,1
|
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+
1,1
|
| 430 |
+
0,0
|
| 431 |
+
1,1
|
| 432 |
+
1,1
|
| 433 |
+
1,1
|
| 434 |
+
1,1
|
| 435 |
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0,0
|
| 436 |
+
0,0
|
| 437 |
+
0,0
|
| 438 |
+
0,0
|
| 439 |
+
1,1
|
| 440 |
+
0,0
|
| 441 |
+
0,1
|
| 442 |
+
0,0
|
| 443 |
+
0,0
|
| 444 |
+
0,1
|
| 445 |
+
1,0
|
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1,1
|
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+
0,1
|
| 448 |
+
1,1
|
| 449 |
+
1,1
|
| 450 |
+
0,1
|
| 451 |
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1,0
|
| 452 |
+
0,1
|
| 453 |
+
0,1
|
| 454 |
+
1,1
|
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+
1,1
|
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+
1,1
|
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0,1
|
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+
0,1
|
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+
1,1
|
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0,0
|
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0,1
|
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0,1
|
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+
1,1
|
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0,1
|
| 465 |
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0,1
|
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1,1
|
| 467 |
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0,1
|
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0,0
|
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1,1
|
| 470 |
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1,1
|
| 471 |
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0,1
|
| 472 |
+
1,1
|
| 473 |
+
1,1
|
| 474 |
+
1,1
|
| 475 |
+
1,1
|
| 476 |
+
0,1
|
| 477 |
+
0,0
|
| 478 |
+
0,1
|
| 479 |
+
1,1
|
| 480 |
+
0,1
|
| 481 |
+
1,1
|
| 482 |
+
1,1
|
| 483 |
+
0,1
|
| 484 |
+
1,1
|
| 485 |
+
1,1
|
| 486 |
+
1,1
|
| 487 |
+
1,1
|
| 488 |
+
1,1
|
| 489 |
+
1,1
|
| 490 |
+
0,1
|
| 491 |
+
1,1
|
| 492 |
+
0,1
|
| 493 |
+
1,1
|
| 494 |
+
1,1
|
| 495 |
+
1,1
|
| 496 |
+
0,0
|
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0,1
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1,0
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1,1
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0,1
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1,1
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1,0
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0,1
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0,1
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1,0
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1,0
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0,0
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1,0
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0,1
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1,1
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1,1
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1,1
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0,1
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0,0
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0,1
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0,1
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0,1
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1,1
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1,1
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1,1
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1,1
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0,0
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1,1
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1,0
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1,1
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1,1
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1,1
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1,1
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1,1
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0,1
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1,1
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1,1
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1,0
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0,1
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0,0
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0,0
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1,1
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1,1
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0,1
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0,1
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1,1
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1,0
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1,1
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0,1
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0,0
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1,1
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1,1
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0,1
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0,0
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0,1
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1,1
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1,1
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0,1
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0,0
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0,1
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1,1
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0,0
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1,1
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0,0
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1,1
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0,1
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1,1
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0,1
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1,1
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1,1
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0,0
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1,1
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0,1
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1,1
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0,0
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| 859 |
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1,1
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| 860 |
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0,1
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0,0
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| 862 |
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1,1
|
| 863 |
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0,0
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| 864 |
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1,0
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| 865 |
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1,0
|
| 866 |
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0,0
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| 867 |
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1,1
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| 868 |
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0,0
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| 869 |
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0,0
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| 870 |
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0,0
|
| 871 |
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0,1
|
| 872 |
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1,1
|
| 873 |
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1,0
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