Datasets:
data: 同步分层协议后门评估指标
Browse files
metrics/p200/backdoor_targeted_large_deepseek-v4-flash.csv
CHANGED
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@@ -1,16 +1,16 @@
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| 1 |
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condition,seed,attack_rate,n_triggered,n_triggered_test,n_clean_test,GCN_asr,GCN_ca,SGC_asr,SGC_ca
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| 2 |
-
b_r10,0,0.1,20,20,124,0.8,0.
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| 3 |
-
b_r10,1,0.1,20,20,124,0.
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| 4 |
-
b_r10,2,0.1,20,20,124,0.
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| 5 |
-
b_r20,0,0.2,40,40,110,0.
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| 6 |
-
b_r20,1,0.2,40,40,110,0.6167,0.9909,0.
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| 7 |
-
b_r20,2,0.2,40,40,110,0.
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| 8 |
-
b_r30,0,0.3,60,60,96,0.4444,0.
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| 9 |
-
b_r30,1,0.3,60,60,96,0.
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| 10 |
-
b_r30,2,0.3,60,60,96,0.
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| 11 |
-
b_r40,0,0.4,80,80,82,0.0,
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| 12 |
-
b_r40,1,0.4,80,80,82,0.
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| 13 |
-
b_r40,2,0.4,80,80,82,0.
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| 14 |
-
b_r50,0,0.5,96,96,
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| 15 |
-
b_r50,1,0.5,96,96,
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| 16 |
-
b_r50,2,0.5,96,96,
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| 1 |
+
condition,seed,attack_rate,n_triggered,n_triggered_test,n_clean_test,n_clean_target,n_clean_source,target_only_ca,GCN_asr,GCN_ca,GCN_clean_f1,SGC_asr,SGC_ca,SGC_clean_f1
|
| 2 |
+
b_r10,0,0.1,20,20,124,71,53,0.5726,0.8,0.9758,0.9751,0.8,0.9247,0.9236
|
| 3 |
+
b_r10,1,0.1,20,20,124,71,53,0.5726,0.9,0.9113,0.9062,0.9,0.9032,0.8972
|
| 4 |
+
b_r10,2,0.1,20,20,124,71,53,0.5726,0.6167,0.9758,0.9751,0.7,0.9516,0.95
|
| 5 |
+
b_r20,0,0.2,40,40,110,71,39,0.6455,0.775,0.9273,0.9162,0.8833,0.9091,0.8936
|
| 6 |
+
b_r20,1,0.2,40,40,110,71,39,0.6455,0.6167,0.9909,0.99,0.9,0.9636,0.9593
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| 7 |
+
b_r20,2,0.2,40,40,110,71,39,0.6455,0.5917,0.9818,0.9799,0.8333,0.9364,0.9272
|
| 8 |
+
b_r30,0,0.3,60,60,96,71,25,0.7396,0.4444,0.9792,0.9722,0.8667,0.9375,0.9115
|
| 9 |
+
b_r30,1,0.3,60,60,96,71,25,0.7396,0.3389,1.0,1.0,0.9667,0.9479,0.9274
|
| 10 |
+
b_r30,2,0.3,60,60,96,71,25,0.7396,0.1611,1.0,1.0,0.9667,0.8646,0.7824
|
| 11 |
+
b_r40,0,0.4,80,80,82,71,11,0.8659,0.8875,0.939,0.7797,1.0,0.8659,0.4641
|
| 12 |
+
b_r40,1,0.4,80,80,82,71,11,0.8659,0.0125,0.9756,0.9431,1.0,0.8659,0.4641
|
| 13 |
+
b_r40,2,0.4,80,80,82,71,11,0.8659,0.5792,0.9756,0.9431,1.0,0.8659,0.4641
|
| 14 |
+
b_r50,0,0.5,96,96,101,101,0,,,,,,,
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| 15 |
+
b_r50,1,0.5,96,96,101,101,0,,,,,,,
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| 16 |
+
b_r50,2,0.5,96,96,101,101,0,,,,,,,
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metrics/p200/backdoor_targeted_large_mimo-v2.5-pro.csv
CHANGED
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@@ -1,10 +1,10 @@
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| 1 |
-
condition,seed,attack_rate,n_triggered,n_triggered_test,n_clean_test,GCN_asr,GCN_ca,SGC_asr,SGC_ca
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| 2 |
-
b_r10,0,0.1,20,20,124,0.
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| 3 |
-
b_r10,1,0.1,20,20,124,0.
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| 4 |
-
b_r10,2,0.1,20,20,124,0.4,0.
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| 5 |
-
b_r20,0,0.2,37,37,112,0.
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| 6 |
-
b_r20,1,0.2,37,37,112,0.
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| 7 |
-
b_r20,2,0.2,37,37,112,0.
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| 8 |
-
b_r50,0,0.5,87,87,77,0.
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| 9 |
-
b_r50,1,0.5,87,87,77,0.
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| 10 |
-
b_r50,2,0.5,87,87,77,0.
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|
|
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| 1 |
+
condition,seed,attack_rate,n_triggered,n_triggered_test,n_clean_test,n_clean_target,n_clean_source,target_only_ca,GCN_asr,GCN_ca,GCN_clean_f1,SGC_asr,SGC_ca,SGC_clean_f1
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| 2 |
+
b_r10,0,0.1,20,20,124,71,53,0.5726,0.2,0.9435,0.9425,0.55,0.9032,0.8972
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| 3 |
+
b_r10,1,0.1,20,20,124,71,53,0.5726,0.8,0.8952,0.8882,0.75,0.8952,0.8882
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| 4 |
+
b_r10,2,0.1,20,20,124,71,53,0.5726,0.4,0.9355,0.9341,0.7167,0.9247,0.9209
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| 5 |
+
b_r20,0,0.2,37,37,112,71,41,0.6339,0.3514,0.9464,0.9423,0.6757,0.9018,0.8866
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| 6 |
+
b_r20,1,0.2,37,37,112,71,41,0.6339,0.3243,0.9286,0.9193,0.6396,0.9107,0.8977
|
| 7 |
+
b_r20,2,0.2,37,37,112,71,41,0.6339,0.4865,0.9554,0.9505,0.6577,0.9107,0.8977
|
| 8 |
+
b_r50,0,0.5,87,87,77,71,6,0.9221,0.3295,1.0,1.0,1.0,0.9221,0.4797
|
| 9 |
+
b_r50,1,0.5,87,87,77,71,6,0.9221,0.5556,1.0,1.0,1.0,0.9221,0.4797
|
| 10 |
+
b_r50,2,0.5,87,87,77,71,6,0.9221,0.5939,0.987,0.951,1.0,0.9221,0.4797
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metrics/p50/backdoor_targeted.csv
CHANGED
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@@ -1,51 +1,51 @@
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| 1 |
-
condition,seed,attack_rate,n_triggered,n_triggered_test,n_clean_test,GCN_asr,GCN_ca,SGC_asr,SGC_ca
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| 2 |
-
b_r10,0,0.1,5,5,32,0.8,0.
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| 3 |
-
b_r10,1,0.1,5,5,32,0.
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| 4 |
-
b_r10,2,0.1,5,5,32,0.8,0.9375,
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| 5 |
-
b_r10,3,0.1,5,5,32,1.0,0.9688,1.0,0.
|
| 6 |
-
b_r10,4,0.1,5,5,32,0.8,1.0,0.8,0.
|
| 7 |
-
b_r10,5,0.1,5,5,32,0.4,
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| 8 |
-
b_r10,6,0.1,5,5,32,0.
|
| 9 |
-
b_r10,7,0.1,5,5,32,
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| 10 |
-
b_r10,8,0.1,5,5,32,0.4,1.0,0.4,1.0
|
| 11 |
-
b_r10,9,0.1,5,5,32,1.0,
|
| 12 |
-
b_r20,0,0.2,10,10,28,0.
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| 13 |
-
b_r20,1,0.2,10,10,28,
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| 14 |
-
b_r20,2,0.2,10,10,28,0.9,0.
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| 15 |
-
b_r20,3,0.2,10,10,28,0.
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| 16 |
-
b_r20,4,0.2,10,10,28,0.
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| 17 |
-
b_r20,5,0.2,10,10,28,0.
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| 18 |
-
b_r20,6,0.2,10,10,28,0.2,
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| 19 |
-
b_r20,7,0.2,10,10,28,0.5,0.9643,0.
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| 20 |
-
b_r20,8,0.2,10,10,28,0.
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| 21 |
-
b_r20,9,0.2,10,10,28,0.
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| 22 |
-
b_r30,0,0.3,15,15,
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| 23 |
-
b_r30,1,0.3,15,15,
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| 24 |
-
b_r30,2,0.3,15,15,
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| 25 |
-
b_r30,3,0.3,15,15,
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| 26 |
-
b_r30,4,0.3,15,15,
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| 27 |
-
b_r30,5,0.3,15,15,
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| 28 |
-
b_r30,6,0.3,15,15,
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| 29 |
-
b_r30,7,0.3,15,15,
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| 30 |
-
b_r30,8,0.3,15,15,
|
| 31 |
-
b_r30,9,0.3,15,15,
|
| 32 |
-
b_r40,0,0.4,20,20,
|
| 33 |
-
b_r40,1,0.4,20,20,
|
| 34 |
-
b_r40,2,0.4,20,20,
|
| 35 |
-
b_r40,3,0.4,20,20,
|
| 36 |
-
b_r40,4,0.4,20,20,
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| 37 |
-
b_r40,5,0.4,20,20,
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| 38 |
-
b_r40,6,0.4,20,20,
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| 39 |
-
b_r40,7,0.4,20,20,
|
| 40 |
-
b_r40,8,0.4,20,20,
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| 41 |
-
b_r40,9,0.4,20,20,
|
| 42 |
-
b_r50,0,0.5,25,25,
|
| 43 |
-
b_r50,1,0.5,25,25,
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| 44 |
-
b_r50,2,0.5,25,25,
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| 45 |
-
b_r50,3,0.5,25,25,
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| 46 |
-
b_r50,4,0.5,25,25,
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| 47 |
-
b_r50,5,0.5,25,25,
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| 48 |
-
b_r50,6,0.5,25,25,
|
| 49 |
-
b_r50,7,0.5,25,25,
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| 50 |
-
b_r50,8,0.5,25,25,
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| 51 |
-
b_r50,9,0.5,25,25,
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|
|
|
| 1 |
+
condition,seed,attack_rate,n_triggered,n_triggered_test,n_clean_test,n_clean_target,n_clean_source,target_only_ca,GCN_asr,GCN_ca,GCN_clean_f1,SGC_asr,SGC_ca,SGC_clean_f1
|
| 2 |
+
b_r10,0,0.1,5,5,32,17,15,0.5312,0.8,1.0,1.0,0.8,1.0,1.0
|
| 3 |
+
b_r10,1,0.1,5,5,32,17,15,0.5312,0.6,0.9062,0.9054,0.6,0.9375,0.9365
|
| 4 |
+
b_r10,2,0.1,5,5,32,17,15,0.5312,0.8,0.9375,0.9365,0.8,0.9271,0.9266
|
| 5 |
+
b_r10,3,0.1,5,5,32,17,15,0.5312,1.0,0.9688,0.9687,1.0,1.0,1.0
|
| 6 |
+
b_r10,4,0.1,5,5,32,17,15,0.5312,0.8,1.0,1.0,0.8,1.0,1.0
|
| 7 |
+
b_r10,5,0.1,5,5,32,17,15,0.5312,0.4,0.9375,0.9365,0.4,1.0,1.0
|
| 8 |
+
b_r10,6,0.1,5,5,32,17,15,0.5312,0.8,0.9688,0.9685,0.8,0.9688,0.9685
|
| 9 |
+
b_r10,7,0.1,5,5,32,17,15,0.5312,0.8,1.0,1.0,0.8,1.0,1.0
|
| 10 |
+
b_r10,8,0.1,5,5,32,17,15,0.5312,0.4,1.0,1.0,0.4,1.0,1.0
|
| 11 |
+
b_r10,9,0.1,5,5,32,17,15,0.5312,1.0,0.9688,0.9685,1.0,0.9688,0.9685
|
| 12 |
+
b_r20,0,0.2,10,10,28,17,11,0.6071,0.5,1.0,1.0,0.6,0.9643,0.9619
|
| 13 |
+
b_r20,1,0.2,10,10,28,17,11,0.6071,0.8,0.9286,0.9222,0.8,0.9286,0.9222
|
| 14 |
+
b_r20,2,0.2,10,10,28,17,11,0.6071,0.9,1.0,1.0,1.0,1.0,1.0
|
| 15 |
+
b_r20,3,0.2,10,10,28,17,11,0.6071,0.9,0.9286,0.9222,1.0,0.9286,0.9222
|
| 16 |
+
b_r20,4,0.2,10,10,28,17,11,0.6071,0.5,0.8929,0.8805,0.7,0.8929,0.8805
|
| 17 |
+
b_r20,5,0.2,10,10,28,17,11,0.6071,0.8,0.8929,0.8805,0.8,0.8929,0.8805
|
| 18 |
+
b_r20,6,0.2,10,10,28,17,11,0.6071,0.2,0.9643,0.9619,0.3,0.8929,0.8805
|
| 19 |
+
b_r20,7,0.2,10,10,28,17,11,0.6071,0.5,0.9643,0.9631,0.5333,0.9643,0.9631
|
| 20 |
+
b_r20,8,0.2,10,10,28,17,11,0.6071,0.8,0.9286,0.9222,0.9,0.9286,0.9222
|
| 21 |
+
b_r20,9,0.2,10,10,28,17,11,0.6071,0.8333,1.0,1.0,0.9,0.9643,0.9619
|
| 22 |
+
b_r30,0,0.3,15,15,25,17,8,0.68,0.6,1.0,1.0,1.0,0.9467,0.9352
|
| 23 |
+
b_r30,1,0.3,15,15,25,17,8,0.68,0.0667,0.96,0.9554,0.6,1.0,1.0
|
| 24 |
+
b_r30,2,0.3,15,15,25,17,8,0.68,0.7333,0.96,0.9524,1.0,0.92,0.9008
|
| 25 |
+
b_r30,3,0.3,15,15,25,17,8,0.68,0.7333,1.0,1.0,1.0,0.96,0.9524
|
| 26 |
+
b_r30,4,0.3,15,15,25,17,8,0.68,0.7333,0.96,0.9524,0.9333,0.92,0.9008
|
| 27 |
+
b_r30,5,0.3,15,15,25,17,8,0.68,0.8667,0.96,0.9524,0.9333,0.92,0.9008
|
| 28 |
+
b_r30,6,0.3,15,15,25,17,8,0.68,0.5333,1.0,1.0,0.8667,0.9067,0.8819
|
| 29 |
+
b_r30,7,0.3,15,15,25,17,8,0.68,0.6,0.92,0.9008,0.9333,0.92,0.9008
|
| 30 |
+
b_r30,8,0.3,15,15,25,17,8,0.68,0.9111,1.0,1.0,1.0,0.76,0.625
|
| 31 |
+
b_r30,9,0.3,15,15,25,17,8,0.68,0.6667,1.0,1.0,0.8667,0.96,0.9524
|
| 32 |
+
b_r40,0,0.4,20,20,20,17,3,0.85,0.2333,1.0,1.0,0.9833,0.8833,0.6346
|
| 33 |
+
b_r40,1,0.4,20,20,20,17,3,0.85,1.0,0.9667,0.9238,1.0,0.85,0.4595
|
| 34 |
+
b_r40,2,0.4,20,20,20,17,3,0.85,0.9833,0.95,0.8857,1.0,0.85,0.4595
|
| 35 |
+
b_r40,3,0.4,20,20,20,17,3,0.85,1.0,0.85,0.4595,1.0,0.85,0.4595
|
| 36 |
+
b_r40,4,0.4,20,20,20,17,3,0.85,1.0,0.85,0.4595,1.0,0.85,0.4595
|
| 37 |
+
b_r40,5,0.4,20,20,20,17,3,0.85,0.4833,0.95,0.8857,1.0,0.85,0.4595
|
| 38 |
+
b_r40,6,0.4,20,20,20,17,3,0.85,0.15,1.0,1.0,1.0,0.85,0.4595
|
| 39 |
+
b_r40,7,0.4,20,20,20,17,3,0.85,0.95,0.95,0.8857,1.0,0.85,0.4595
|
| 40 |
+
b_r40,8,0.4,20,20,20,17,3,0.85,1.0,1.0,1.0,1.0,0.85,0.4595
|
| 41 |
+
b_r40,9,0.4,20,20,20,17,3,0.85,0.3333,0.95,0.8857,0.9,0.9,0.7222
|
| 42 |
+
b_r50,0,0.5,25,25,25,24,1,,,,,,,
|
| 43 |
+
b_r50,1,0.5,25,25,25,24,1,,,,,,,
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| 44 |
+
b_r50,2,0.5,25,25,25,24,1,,,,,,,
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| 45 |
+
b_r50,3,0.5,25,25,25,24,1,,,,,,,
|
| 46 |
+
b_r50,4,0.5,25,25,25,24,1,,,,,,,
|
| 47 |
+
b_r50,5,0.5,25,25,25,24,1,,,,,,,
|
| 48 |
+
b_r50,6,0.5,25,25,25,24,1,,,,,,,
|
| 49 |
+
b_r50,7,0.5,25,25,25,24,1,,,,,,,
|
| 50 |
+
b_r50,8,0.5,25,25,25,24,1,,,,,,,
|
| 51 |
+
b_r50,9,0.5,25,25,25,24,1,,,,,,,
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