ready
This commit is contained in:
11
Tune.py
11
Tune.py
@@ -232,7 +232,8 @@ def run_unlearning_and_strategy_eval(env_dict, forget_class_idx, strategy, evalu
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forget_test_loader=forget_test_loader,
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unlearned_instance=reloaded,
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base_shadow_instance=shadow_model,
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device=device
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device=device,
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strategy_in_use = strategy_in_use
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)
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@@ -248,7 +249,7 @@ def run_unlearning_and_strategy_eval(env_dict, forget_class_idx, strategy, evalu
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# entry
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if __name__ == "__main__":
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outer_loop = 10
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outer_loop = 20
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inner_loop = CLASS_SIZE
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@@ -307,10 +308,10 @@ if __name__ == "__main__":
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)
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strategies = [
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retrain,
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#retrain,
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linear_filtration,
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weight_filtration,
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certified_unlearning,
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#weight_filtration,
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#certified_unlearning,
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]
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suite_runner = UnlearningAttack(arch=ARCH, class_size=CLASS_SIZE)
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# Unlearning Iteration
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@@ -164,7 +164,8 @@ class UnlearningAttack:
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naive_retrained,
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test_loader,
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device,
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target_class
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target_class,
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strategy_in_use,
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):
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filtered_model.eval()
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@@ -184,6 +185,13 @@ class UnlearningAttack:
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out_filtered = filtered_model(data)
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out_naive = naive_retrained(data)
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if(strategy_in_use == "LinearFiltration"):
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mask = torch.ones(out_filtered.shape[1], dtype = torch.bool, device = device)
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mask[target_class] = False
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# out
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out_filtered = out_filtered[:,mask]
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out_naive = out_naive[:, mask]
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filtered_logits.append(out_filtered)
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naive_logits.append(out_naive)
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@@ -206,7 +214,8 @@ class UnlearningAttack:
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test_loader,
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unlearned_instance,
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base_shadow_instance,
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device
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device,
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strategy_in_use
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):
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@@ -217,7 +226,7 @@ class UnlearningAttack:
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if not os.path.exists(current_log_file):
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with open(current_log_file, "w") as f:
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f.write("target_class, parameter_mia_accuracy, latent_distance_tell, lookalike_accuracy, A-Dist, JS-Dist\n")
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f.write("target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist\n")
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# Parameter-Space MIA
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parameter_mia_acc = self.run_parameter_space_mia(
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@@ -248,7 +257,8 @@ class UnlearningAttack:
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naive_retrained=reference_model_torch,
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test_loader=test_loader,
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device=device,
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target_class=target_class
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target_class=target_class,
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strategy_in_use = strategy_in_use
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)
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# Calculate JS-Dist
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@@ -471,113 +471,3 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
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@@ -471,113 +471,3 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
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0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
|
||||
|
@@ -1,442 +1,8 @@
|
||||
accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recall,weighted_f1
|
||||
0.9520,0.9531,0.9520,0.9519,0.9531,0.9520,0.9519
|
||||
0.9520,0.9530,0.9520,0.9519,0.9530,0.9520,0.9519
|
||||
0.9520,0.9530,0.9520,0.9519,0.9530,0.9520,0.9519
|
||||
0.9513,0.9527,0.9513,0.9514,0.9527,0.9513,0.9514
|
||||
0.9546,0.9553,0.9546,0.9545,0.9553,0.9546,0.9545
|
||||
0.9507,0.9517,0.9507,0.9507,0.9517,0.9507,0.9507
|
||||
0.9513,0.9527,0.9513,0.9513,0.9527,0.9513,0.9513
|
||||
0.9559,0.9573,0.9559,0.9560,0.9573,0.9559,0.9560
|
||||
0.9526,0.9538,0.9526,0.9527,0.9538,0.9526,0.9527
|
||||
0.9493,0.9507,0.9493,0.9494,0.9507,0.9493,0.9494
|
||||
0.9533,0.9544,0.9533,0.9533,0.9544,0.9533,0.9533
|
||||
0.9513,0.9526,0.9513,0.9513,0.9526,0.9513,0.9513
|
||||
0.9533,0.9546,0.9533,0.9534,0.9546,0.9533,0.9534
|
||||
0.9500,0.9513,0.9500,0.9500,0.9513,0.9500,0.9500
|
||||
0.9487,0.9498,0.9487,0.9487,0.9498,0.9487,0.9487
|
||||
0.9507,0.9518,0.9507,0.9506,0.9518,0.9507,0.9506
|
||||
0.9566,0.9579,0.9566,0.9566,0.9579,0.9566,0.9566
|
||||
0.9507,0.9519,0.9507,0.9507,0.9519,0.9507,0.9507
|
||||
0.9500,0.9515,0.9500,0.9501,0.9515,0.9500,0.9501
|
||||
0.9520,0.9532,0.9520,0.9520,0.9532,0.9520,0.9520
|
||||
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
|
||||
0.9586,0.9596,0.9586,0.9587,0.9596,0.9586,0.9587
|
||||
0.9572,0.9579,0.9572,0.9572,0.9579,0.9572,0.9572
|
||||
0.9559,0.9570,0.9559,0.9560,0.9570,0.9559,0.9560
|
||||
0.9586,0.9594,0.9586,0.9586,0.9594,0.9586,0.9586
|
||||
0.9592,0.9606,0.9592,0.9594,0.9606,0.9592,0.9594
|
||||
0.9592,0.9601,0.9592,0.9593,0.9601,0.9592,0.9593
|
||||
0.9553,0.9564,0.9553,0.9554,0.9564,0.9553,0.9554
|
||||
0.9579,0.9587,0.9579,0.9579,0.9587,0.9579,0.9579
|
||||
0.9559,0.9569,0.9559,0.9560,0.9569,0.9559,0.9560
|
||||
0.9579,0.9590,0.9579,0.9580,0.9590,0.9579,0.9580
|
||||
0.9579,0.9591,0.9579,0.9580,0.9591,0.9579,0.9580
|
||||
0.9559,0.9569,0.9559,0.9560,0.9569,0.9559,0.9560
|
||||
0.9572,0.9583,0.9572,0.9573,0.9583,0.9572,0.9573
|
||||
0.9599,0.9609,0.9599,0.9600,0.9609,0.9599,0.9600
|
||||
0.9566,0.9576,0.9566,0.9566,0.9576,0.9566,0.9566
|
||||
0.9539,0.9551,0.9539,0.9540,0.9551,0.9539,0.9540
|
||||
0.9579,0.9590,0.9579,0.9580,0.9590,0.9579,0.9580
|
||||
0.9579,0.9588,0.9579,0.9579,0.9588,0.9579,0.9579
|
||||
0.9539,0.9550,0.9539,0.9541,0.9550,0.9539,0.9541
|
||||
0.9559,0.9563,0.9559,0.9558,0.9563,0.9559,0.9558
|
||||
0.9579,0.9583,0.9579,0.9578,0.9583,0.9579,0.9578
|
||||
0.9572,0.9575,0.9572,0.9571,0.9575,0.9572,0.9571
|
||||
0.9546,0.9550,0.9546,0.9545,0.9550,0.9546,0.9545
|
||||
0.9559,0.9564,0.9559,0.9558,0.9564,0.9559,0.9558
|
||||
0.9579,0.9585,0.9579,0.9579,0.9585,0.9579,0.9579
|
||||
0.9572,0.9579,0.9572,0.9572,0.9579,0.9572,0.9572
|
||||
0.9539,0.9546,0.9539,0.9539,0.9546,0.9539,0.9539
|
||||
0.9559,0.9564,0.9559,0.9558,0.9564,0.9559,0.9558
|
||||
0.9566,0.9569,0.9566,0.9565,0.9569,0.9566,0.9565
|
||||
0.9572,0.9578,0.9572,0.9572,0.9578,0.9572,0.9572
|
||||
0.9546,0.9550,0.9546,0.9545,0.9550,0.9546,0.9545
|
||||
0.9553,0.9558,0.9553,0.9552,0.9558,0.9553,0.9552
|
||||
0.9539,0.9545,0.9539,0.9539,0.9545,0.9539,0.9539
|
||||
0.9612,0.9616,0.9612,0.9611,0.9616,0.9612,0.9611
|
||||
0.9553,0.9558,0.9553,0.9552,0.9558,0.9553,0.9552
|
||||
0.9539,0.9544,0.9539,0.9539,0.9544,0.9539,0.9539
|
||||
0.9553,0.9557,0.9553,0.9552,0.9557,0.9553,0.9552
|
||||
0.9586,0.9590,0.9586,0.9584,0.9590,0.9586,0.9584
|
||||
0.9546,0.9552,0.9546,0.9545,0.9552,0.9546,0.9545
|
||||
0.9553,0.9562,0.9553,0.9553,0.9562,0.9553,0.9553
|
||||
0.9592,0.9601,0.9592,0.9593,0.9601,0.9592,0.9593
|
||||
0.9599,0.9606,0.9599,0.9599,0.9606,0.9599,0.9599
|
||||
0.9553,0.9565,0.9553,0.9554,0.9565,0.9553,0.9554
|
||||
0.9586,0.9596,0.9586,0.9587,0.9596,0.9586,0.9587
|
||||
0.9579,0.9591,0.9579,0.9580,0.9591,0.9579,0.9580
|
||||
0.9592,0.9601,0.9592,0.9593,0.9601,0.9592,0.9593
|
||||
0.9553,0.9563,0.9553,0.9553,0.9563,0.9553,0.9553
|
||||
0.9586,0.9593,0.9586,0.9586,0.9593,0.9586,0.9586
|
||||
0.9572,0.9581,0.9572,0.9573,0.9581,0.9572,0.9573
|
||||
0.9566,0.9576,0.9566,0.9567,0.9576,0.9566,0.9567
|
||||
0.9566,0.9575,0.9566,0.9566,0.9575,0.9566,0.9566
|
||||
0.9579,0.9589,0.9579,0.9580,0.9589,0.9579,0.9580
|
||||
0.9566,0.9577,0.9566,0.9567,0.9577,0.9566,0.9567
|
||||
0.9599,0.9611,0.9599,0.9600,0.9611,0.9599,0.9600
|
||||
0.9566,0.9578,0.9566,0.9567,0.9578,0.9566,0.9567
|
||||
0.9539,0.9551,0.9539,0.9541,0.9551,0.9539,0.9541
|
||||
0.9586,0.9595,0.9586,0.9586,0.9595,0.9586,0.9586
|
||||
0.9579,0.9587,0.9579,0.9579,0.9587,0.9579,0.9579
|
||||
0.9553,0.9564,0.9553,0.9554,0.9564,0.9553,0.9554
|
||||
0.9539,0.9546,0.9539,0.9539,0.9546,0.9539,0.9539
|
||||
0.9553,0.9562,0.9553,0.9553,0.9562,0.9553,0.9553
|
||||
0.9579,0.9582,0.9579,0.9578,0.9582,0.9579,0.9578
|
||||
0.9546,0.9553,0.9546,0.9546,0.9553,0.9546,0.9546
|
||||
0.9546,0.9553,0.9546,0.9546,0.9553,0.9546,0.9546
|
||||
0.9599,0.9608,0.9599,0.9599,0.9608,0.9599,0.9599
|
||||
0.9553,0.9558,0.9553,0.9553,0.9558,0.9553,0.9553
|
||||
0.9539,0.9548,0.9539,0.9540,0.9548,0.9539,0.9540
|
||||
0.9559,0.9567,0.9559,0.9559,0.9567,0.9559,0.9559
|
||||
0.9566,0.9571,0.9566,0.9566,0.9571,0.9566,0.9566
|
||||
0.9566,0.9573,0.9566,0.9566,0.9573,0.9566,0.9566
|
||||
0.9539,0.9546,0.9539,0.9539,0.9546,0.9539,0.9539
|
||||
0.9526,0.9533,0.9526,0.9526,0.9533,0.9526,0.9526
|
||||
0.9546,0.9552,0.9546,0.9546,0.9552,0.9546,0.9546
|
||||
0.9592,0.9599,0.9592,0.9593,0.9599,0.9592,0.9593
|
||||
0.9546,0.9553,0.9546,0.9546,0.9553,0.9546,0.9546
|
||||
0.9526,0.9534,0.9526,0.9527,0.9534,0.9526,0.9527
|
||||
0.9553,0.9560,0.9553,0.9553,0.9560,0.9553,0.9553
|
||||
0.9566,0.9572,0.9566,0.9566,0.9572,0.9566,0.9566
|
||||
0.9533,0.9542,0.9533,0.9534,0.9542,0.9533,0.9534
|
||||
0.9566,0.9573,0.9566,0.9566,0.9573,0.9566,0.9566
|
||||
0.9579,0.9587,0.9579,0.9579,0.9587,0.9579,0.9579
|
||||
0.9566,0.9571,0.9566,0.9566,0.9571,0.9566,0.9566
|
||||
0.9559,0.9567,0.9559,0.9560,0.9567,0.9559,0.9560
|
||||
0.9572,0.9580,0.9572,0.9573,0.9580,0.9572,0.9573
|
||||
0.9605,0.9613,0.9605,0.9606,0.9613,0.9605,0.9606
|
||||
0.9586,0.9592,0.9586,0.9586,0.9592,0.9586,0.9586
|
||||
0.9572,0.9578,0.9572,0.9572,0.9578,0.9572,0.9572
|
||||
0.9592,0.9597,0.9592,0.9592,0.9597,0.9592,0.9592
|
||||
0.9566,0.9571,0.9566,0.9566,0.9571,0.9566,0.9566
|
||||
0.9566,0.9574,0.9566,0.9566,0.9574,0.9566,0.9566
|
||||
0.9566,0.9572,0.9566,0.9566,0.9572,0.9566,0.9566
|
||||
0.9572,0.9578,0.9572,0.9572,0.9578,0.9572,0.9572
|
||||
0.9572,0.9578,0.9572,0.9572,0.9578,0.9572,0.9572
|
||||
0.9592,0.9599,0.9592,0.9592,0.9599,0.9592,0.9592
|
||||
0.9579,0.9586,0.9579,0.9579,0.9586,0.9579,0.9579
|
||||
0.9559,0.9567,0.9559,0.9560,0.9567,0.9559,0.9560
|
||||
0.9559,0.9566,0.9559,0.9559,0.9566,0.9559,0.9559
|
||||
0.9612,0.9618,0.9612,0.9612,0.9618,0.9612,0.9612
|
||||
0.9566,0.9574,0.9566,0.9567,0.9574,0.9566,0.9567
|
||||
0.9632,0.9636,0.9632,0.9632,0.9636,0.9632,0.9632
|
||||
0.9612,0.9617,0.9612,0.9612,0.9617,0.9612,0.9612
|
||||
0.9638,0.9642,0.9638,0.9638,0.9642,0.9638,0.9638
|
||||
0.9612,0.9618,0.9612,0.9613,0.9618,0.9612,0.9613
|
||||
0.9618,0.9623,0.9618,0.9619,0.9623,0.9618,0.9619
|
||||
0.9632,0.9637,0.9632,0.9632,0.9637,0.9632,0.9632
|
||||
0.9625,0.9632,0.9625,0.9626,0.9632,0.9625,0.9626
|
||||
0.9599,0.9605,0.9599,0.9599,0.9605,0.9599,0.9599
|
||||
0.9625,0.9631,0.9625,0.9625,0.9631,0.9625,0.9625
|
||||
0.9632,0.9637,0.9632,0.9632,0.9637,0.9632,0.9632
|
||||
0.9612,0.9619,0.9612,0.9613,0.9619,0.9612,0.9613
|
||||
0.9618,0.9624,0.9618,0.9619,0.9624,0.9618,0.9619
|
||||
0.9605,0.9611,0.9605,0.9606,0.9611,0.9605,0.9606
|
||||
0.9625,0.9630,0.9625,0.9625,0.9630,0.9625,0.9625
|
||||
0.9651,0.9657,0.9651,0.9652,0.9657,0.9651,0.9652
|
||||
0.9612,0.9618,0.9612,0.9612,0.9618,0.9612,0.9612
|
||||
0.9599,0.9605,0.9599,0.9600,0.9605,0.9599,0.9600
|
||||
0.9612,0.9618,0.9612,0.9613,0.9618,0.9612,0.9613
|
||||
0.9618,0.9624,0.9618,0.9619,0.9624,0.9618,0.9619
|
||||
0.9605,0.9612,0.9605,0.9606,0.9612,0.9605,0.9606
|
||||
0.9559,0.9571,0.9559,0.9560,0.9571,0.9559,0.9560
|
||||
0.9559,0.9568,0.9559,0.9559,0.9568,0.9559,0.9559
|
||||
0.9553,0.9559,0.9553,0.9553,0.9559,0.9553,0.9553
|
||||
0.9546,0.9559,0.9546,0.9547,0.9559,0.9546,0.9547
|
||||
0.9559,0.9568,0.9559,0.9560,0.9568,0.9559,0.9560
|
||||
0.9599,0.9609,0.9599,0.9600,0.9609,0.9599,0.9600
|
||||
0.9559,0.9569,0.9559,0.9560,0.9569,0.9559,0.9560
|
||||
0.9546,0.9557,0.9546,0.9547,0.9557,0.9546,0.9547
|
||||
0.9572,0.9583,0.9572,0.9573,0.9583,0.9572,0.9573
|
||||
0.9586,0.9595,0.9586,0.9586,0.9595,0.9586,0.9586
|
||||
0.9553,0.9563,0.9553,0.9553,0.9563,0.9553,0.9553
|
||||
0.9572,0.9584,0.9572,0.9573,0.9584,0.9572,0.9573
|
||||
0.9526,0.9538,0.9526,0.9528,0.9538,0.9526,0.9528
|
||||
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|
||||
0.9586,0.9598,0.9586,0.9587,0.9598,0.9586,0.9587
|
||||
0.9566,0.9580,0.9566,0.9568,0.9580,0.9566,0.9568
|
||||
0.9586,0.9596,0.9586,0.9586,0.9596,0.9586,0.9586
|
||||
0.9618,0.9630,0.9618,0.9620,0.9630,0.9618,0.9620
|
||||
0.9605,0.9615,0.9605,0.9606,0.9615,0.9605,0.9606
|
||||
0.9579,0.9589,0.9579,0.9580,0.9589,0.9579,0.9580
|
||||
0.9586,0.9595,0.9586,0.9586,0.9595,0.9586,0.9586
|
||||
0.9579,0.9589,0.9579,0.9580,0.9589,0.9579,0.9580
|
||||
0.9586,0.9595,0.9586,0.9586,0.9595,0.9586,0.9586
|
||||
0.9592,0.9605,0.9592,0.9594,0.9605,0.9592,0.9594
|
||||
0.9566,0.9577,0.9566,0.9567,0.9577,0.9566,0.9567
|
||||
0.9579,0.9590,0.9579,0.9580,0.9590,0.9579,0.9580
|
||||
0.9586,0.9596,0.9586,0.9586,0.9596,0.9586,0.9586
|
||||
0.9586,0.9597,0.9586,0.9587,0.9597,0.9586,0.9587
|
||||
0.9559,0.9571,0.9559,0.9561,0.9571,0.9559,0.9561
|
||||
0.9572,0.9586,0.9572,0.9574,0.9586,0.9572,0.9574
|
||||
0.9592,0.9601,0.9592,0.9593,0.9601,0.9592,0.9593
|
||||
0.9599,0.9606,0.9599,0.9600,0.9606,0.9599,0.9600
|
||||
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
|
||||
0.9533,0.9550,0.9533,0.9535,0.9550,0.9533,0.9535
|
||||
0.9539,0.9556,0.9539,0.9542,0.9556,0.9539,0.9542
|
||||
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
|
||||
0.9553,0.9571,0.9553,0.9555,0.9571,0.9553,0.9555
|
||||
0.9586,0.9601,0.9586,0.9587,0.9601,0.9586,0.9587
|
||||
0.9539,0.9556,0.9539,0.9542,0.9556,0.9539,0.9542
|
||||
0.9520,0.9538,0.9520,0.9522,0.9538,0.9520,0.9522
|
||||
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
|
||||
0.9553,0.9566,0.9553,0.9555,0.9566,0.9553,0.9555
|
||||
0.9533,0.9548,0.9533,0.9535,0.9548,0.9533,0.9535
|
||||
0.9546,0.9565,0.9546,0.9549,0.9565,0.9546,0.9549
|
||||
0.9553,0.9570,0.9553,0.9555,0.9570,0.9553,0.9555
|
||||
0.9533,0.9552,0.9533,0.9536,0.9552,0.9533,0.9536
|
||||
0.9546,0.9561,0.9546,0.9548,0.9561,0.9546,0.9548
|
||||
0.9539,0.9557,0.9539,0.9542,0.9557,0.9539,0.9542
|
||||
0.9520,0.9537,0.9520,0.9522,0.9537,0.9520,0.9522
|
||||
0.9533,0.9551,0.9533,0.9535,0.9551,0.9533,0.9535
|
||||
0.9553,0.9565,0.9553,0.9554,0.9565,0.9553,0.9554
|
||||
0.9533,0.9552,0.9533,0.9536,0.9552,0.9533,0.9536
|
||||
0.9579,0.9588,0.9579,0.9579,0.9588,0.9579,0.9579
|
||||
0.9579,0.9592,0.9579,0.9580,0.9592,0.9579,0.9580
|
||||
0.9586,0.9596,0.9586,0.9586,0.9596,0.9586,0.9586
|
||||
0.9586,0.9598,0.9586,0.9586,0.9598,0.9586,0.9586
|
||||
0.9586,0.9597,0.9586,0.9586,0.9597,0.9586,0.9586
|
||||
0.9625,0.9633,0.9625,0.9626,0.9633,0.9625,0.9626
|
||||
0.9586,0.9596,0.9586,0.9586,0.9596,0.9586,0.9586
|
||||
0.9572,0.9585,0.9572,0.9573,0.9585,0.9572,0.9573
|
||||
0.9579,0.9588,0.9579,0.9579,0.9588,0.9579,0.9579
|
||||
0.9579,0.9590,0.9579,0.9579,0.9590,0.9579,0.9579
|
||||
0.9579,0.9588,0.9579,0.9579,0.9588,0.9579,0.9579
|
||||
0.9572,0.9583,0.9572,0.9573,0.9583,0.9572,0.9573
|
||||
0.9559,0.9570,0.9559,0.9560,0.9570,0.9559,0.9560
|
||||
0.9572,0.9582,0.9572,0.9573,0.9582,0.9572,0.9573
|
||||
0.9599,0.9609,0.9599,0.9599,0.9609,0.9599,0.9599
|
||||
0.9592,0.9603,0.9592,0.9593,0.9603,0.9592,0.9593
|
||||
0.9566,0.9577,0.9566,0.9567,0.9577,0.9566,0.9567
|
||||
0.9572,0.9582,0.9572,0.9573,0.9582,0.9572,0.9573
|
||||
0.9599,0.9609,0.9599,0.9599,0.9609,0.9599,0.9599
|
||||
0.9579,0.9588,0.9579,0.9580,0.9588,0.9579,0.9580
|
||||
0.9533,0.9543,0.9533,0.9534,0.9543,0.9533,0.9534
|
||||
0.9559,0.9568,0.9559,0.9561,0.9568,0.9559,0.9561
|
||||
0.9559,0.9566,0.9559,0.9559,0.9566,0.9559,0.9559
|
||||
0.9526,0.9535,0.9526,0.9527,0.9535,0.9526,0.9527
|
||||
0.9546,0.9554,0.9546,0.9547,0.9554,0.9546,0.9547
|
||||
0.9592,0.9602,0.9592,0.9593,0.9602,0.9592,0.9593
|
||||
0.9539,0.9548,0.9539,0.9540,0.9548,0.9539,0.9540
|
||||
0.9539,0.9550,0.9539,0.9541,0.9550,0.9539,0.9541
|
||||
0.9546,0.9556,0.9546,0.9547,0.9556,0.9546,0.9547
|
||||
0.9539,0.9548,0.9539,0.9540,0.9548,0.9539,0.9540
|
||||
0.9539,0.9549,0.9539,0.9541,0.9549,0.9539,0.9541
|
||||
0.9539,0.9549,0.9539,0.9540,0.9549,0.9539,0.9540
|
||||
0.9513,0.9524,0.9513,0.9514,0.9524,0.9513,0.9514
|
||||
0.9520,0.9529,0.9520,0.9520,0.9529,0.9520,0.9520
|
||||
0.9572,0.9583,0.9572,0.9574,0.9583,0.9572,0.9574
|
||||
0.9520,0.9530,0.9520,0.9521,0.9530,0.9520,0.9521
|
||||
0.9520,0.9530,0.9520,0.9521,0.9530,0.9520,0.9521
|
||||
0.9553,0.9565,0.9553,0.9554,0.9565,0.9553,0.9554
|
||||
0.9559,0.9567,0.9559,0.9560,0.9567,0.9559,0.9560
|
||||
0.9520,0.9530,0.9520,0.9521,0.9530,0.9520,0.9521
|
||||
0.9533,0.9543,0.9533,0.9534,0.9543,0.9533,0.9534
|
||||
0.9559,0.9568,0.9559,0.9561,0.9568,0.9559,0.9561
|
||||
0.9533,0.9543,0.9533,0.9534,0.9543,0.9533,0.9534
|
||||
0.9533,0.9543,0.9533,0.9534,0.9543,0.9533,0.9534
|
||||
0.9559,0.9568,0.9559,0.9561,0.9568,0.9559,0.9561
|
||||
0.9559,0.9566,0.9559,0.9559,0.9566,0.9559,0.9559
|
||||
0.9526,0.9535,0.9526,0.9527,0.9535,0.9526,0.9527
|
||||
0.9546,0.9554,0.9546,0.9547,0.9554,0.9546,0.9547
|
||||
0.9592,0.9602,0.9592,0.9593,0.9602,0.9592,0.9593
|
||||
0.9533,0.9543,0.9533,0.9534,0.9543,0.9533,0.9534
|
||||
0.9539,0.9548,0.9539,0.9540,0.9548,0.9539,0.9540
|
||||
0.9539,0.9550,0.9539,0.9541,0.9550,0.9539,0.9541
|
||||
0.9559,0.9568,0.9559,0.9561,0.9568,0.9559,0.9561
|
||||
0.9533,0.9543,0.9533,0.9534,0.9543,0.9533,0.9534
|
||||
0.9546,0.9556,0.9546,0.9547,0.9556,0.9546,0.9547
|
||||
0.9533,0.9543,0.9533,0.9534,0.9543,0.9533,0.9534
|
||||
0.9533,0.9543,0.9533,0.9534,0.9543,0.9533,0.9534
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9553,0.9568,0.9553,0.9555,0.9568,0.9553,0.9555
|
||||
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
|
||||
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
|
||||
@@ -451,24 +17,9 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
|
||||
0.9546,0.9561,0.9546,0.9549,0.9561,0.9546,0.9549
|
||||
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
|
||||
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
|
||||
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
|
||||
0.9546,0.9562,0.9546,0.9548,0.9562,0.9546,0.9548
|
||||
0.9553,0.9570,0.9553,0.9555,0.9570,0.9553,0.9555
|
||||
0.9566,0.9581,0.9566,0.9568,0.9581,0.9566,0.9568
|
||||
0.9553,0.9568,0.9553,0.9555,0.9568,0.9553,0.9555
|
||||
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
|
||||
0.9539,0.9556,0.9539,0.9542,0.9556,0.9539,0.9542
|
||||
0.9520,0.9539,0.9520,0.9523,0.9539,0.9520,0.9523
|
||||
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
|
||||
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
|
||||
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
|
||||
@@ -493,11 +44,33 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
|
||||
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
|
||||
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
|
||||
0.9546,0.9562,0.9546,0.9548,0.9562,0.9546,0.9548
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9553,0.9570,0.9553,0.9555,0.9570,0.9553,0.9555
|
||||
0.9566,0.9581,0.9566,0.9568,0.9581,0.9566,0.9568
|
||||
0.9553,0.9568,0.9553,0.9555,0.9568,0.9553,0.9555
|
||||
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
|
||||
0.9539,0.9556,0.9539,0.9542,0.9556,0.9539,0.9542
|
||||
0.9520,0.9539,0.9520,0.9523,0.9539,0.9520,0.9523
|
||||
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
|
||||
0.9546,0.9561,0.9546,0.9549,0.9561,0.9546,0.9549
|
||||
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
|
||||
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
|
||||
0.9559,0.9570,0.9559,0.9561,0.9570,0.9559,0.9561
|
||||
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
|
||||
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
|
||||
0.9520,0.9538,0.9520,0.9523,0.9538,0.9520,0.9523
|
||||
0.9539,0.9554,0.9539,0.9542,0.9554,0.9539,0.9542
|
||||
0.9526,0.9544,0.9526,0.9529,0.9544,0.9526,0.9529
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
|
||||
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
|
||||
0.9546,0.9562,0.9546,0.9548,0.9562,0.9546,0.9548
|
||||
0.9553,0.9570,0.9553,0.9555,0.9570,0.9553,0.9555
|
||||
0.9566,0.9581,0.9566,0.9568,0.9581,0.9566,0.9568
|
||||
0.9553,0.9568,0.9553,0.9555,0.9568,0.9553,0.9555
|
||||
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
|
||||
0.9539,0.9556,0.9539,0.9542,0.9556,0.9539,0.9542
|
||||
0.9520,0.9539,0.9520,0.9523,0.9539,0.9520,0.9523
|
||||
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
|
||||
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
|
||||
@@ -581,3 +154,320 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
|
||||
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
|
||||
0.9546,0.9562,0.9546,0.9548,0.9562,0.9546,0.9548
|
||||
0.9553,0.9570,0.9553,0.9555,0.9570,0.9553,0.9555
|
||||
0.9566,0.9581,0.9566,0.9568,0.9581,0.9566,0.9568
|
||||
0.9553,0.9568,0.9553,0.9555,0.9568,0.9553,0.9555
|
||||
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
|
||||
0.9539,0.9556,0.9539,0.9542,0.9556,0.9539,0.9542
|
||||
0.9520,0.9539,0.9520,0.9523,0.9539,0.9520,0.9523
|
||||
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
|
||||
0.9546,0.9561,0.9546,0.9549,0.9561,0.9546,0.9549
|
||||
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
|
||||
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
|
||||
0.9559,0.9570,0.9559,0.9561,0.9570,0.9559,0.9561
|
||||
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
|
||||
0.9513,0.9531,0.9513,0.9516,0.9531,0.9513,0.9516
|
||||
0.9520,0.9538,0.9520,0.9523,0.9538,0.9520,0.9523
|
||||
0.9539,0.9554,0.9539,0.9542,0.9554,0.9539,0.9542
|
||||
0.9526,0.9544,0.9526,0.9529,0.9544,0.9526,0.9529
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
|
||||
0.9533,0.9545,0.9533,0.9535,0.9545,0.9533,0.9535
|
||||
0.9546,0.9562,0.9546,0.9548,0.9562,0.9546,0.9548
|
||||
0.9553,0.9570,0.9553,0.9555,0.9570,0.9553,0.9555
|
||||
0.9566,0.9581,0.9566,0.9568,0.9581,0.9566,0.9568
|
||||
0.9553,0.9568,0.9553,0.9555,0.9568,0.9553,0.9555
|
||||
0.9513,0.9532,0.9513,0.9516,0.9532,0.9513,0.9516
|
||||
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|
||||
|
||||
|
604
reports/LinearFiltration/RESNET34_old/forget.csv
Normal file
604
reports/LinearFiltration/RESNET34_old/forget.csv
Normal file
@@ -0,0 +1,604 @@
|
||||
accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recall,weighted_f1
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604
reports/LinearFiltration/RESNET34_old/forget_train.csv
Normal file
604
reports/LinearFiltration/RESNET34_old/forget_train.csv
Normal file
@@ -0,0 +1,604 @@
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|
604
reports/LinearFiltration/RESNET34_old/retain.csv
Normal file
604
reports/LinearFiltration/RESNET34_old/retain.csv
Normal file
@@ -0,0 +1,604 @@
|
||||
accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recall,weighted_f1
|
||||
0.9520,0.9531,0.9520,0.9519,0.9531,0.9520,0.9519
|
||||
0.9520,0.9530,0.9520,0.9519,0.9530,0.9520,0.9519
|
||||
0.9520,0.9530,0.9520,0.9519,0.9530,0.9520,0.9519
|
||||
0.9513,0.9527,0.9513,0.9514,0.9527,0.9513,0.9514
|
||||
0.9546,0.9553,0.9546,0.9545,0.9553,0.9546,0.9545
|
||||
0.9507,0.9517,0.9507,0.9507,0.9517,0.9507,0.9507
|
||||
0.9513,0.9527,0.9513,0.9513,0.9527,0.9513,0.9513
|
||||
0.9559,0.9573,0.9559,0.9560,0.9573,0.9559,0.9560
|
||||
0.9526,0.9538,0.9526,0.9527,0.9538,0.9526,0.9527
|
||||
0.9493,0.9507,0.9493,0.9494,0.9507,0.9493,0.9494
|
||||
0.9533,0.9544,0.9533,0.9533,0.9544,0.9533,0.9533
|
||||
0.9513,0.9526,0.9513,0.9513,0.9526,0.9513,0.9513
|
||||
0.9533,0.9546,0.9533,0.9534,0.9546,0.9533,0.9534
|
||||
0.9500,0.9513,0.9500,0.9500,0.9513,0.9500,0.9500
|
||||
0.9487,0.9498,0.9487,0.9487,0.9498,0.9487,0.9487
|
||||
0.9507,0.9518,0.9507,0.9506,0.9518,0.9507,0.9506
|
||||
0.9566,0.9579,0.9566,0.9566,0.9579,0.9566,0.9566
|
||||
0.9507,0.9519,0.9507,0.9507,0.9519,0.9507,0.9507
|
||||
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||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9520,0.9541,0.9520,0.9525,0.9541,0.9520,0.9525
|
||||
0.9520,0.9541,0.9520,0.9525,0.9541,0.9520,0.9525
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
|
||||
0.9520,0.9541,0.9520,0.9525,0.9541,0.9520,0.9525
|
||||
0.9520,0.9541,0.9520,0.9525,0.9541,0.9520,0.9525
|
||||
0.9520,0.9541,0.9520,0.9525,0.9541,0.9520,0.9525
|
||||
0.9520,0.9541,0.9520,0.9525,0.9541,0.9520,0.9525
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
0.9533,0.9552,0.9533,0.9536,0.9552,0.9533,0.9536
|
||||
0.9533,0.9551,0.9533,0.9538,0.9551,0.9533,0.9538
|
||||
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
|
||||
|
File diff suppressed because it is too large
Load Diff
590
reports/LinearFiltration/ResNet_old/old.txt
Normal file
590
reports/LinearFiltration/ResNet_old/old.txt
Normal file
@@ -0,0 +1,590 @@
|
||||
execution_time_sec
|
||||
1.635622
|
||||
0.002531
|
||||
0.001979
|
||||
0.002586
|
||||
0.002610
|
||||
0.002725
|
||||
0.002553
|
||||
0.002423
|
||||
0.002479
|
||||
0.002613
|
||||
0.002302
|
||||
0.002516
|
||||
0.002445
|
||||
0.002463
|
||||
0.002466
|
||||
0.002304
|
||||
0.002904
|
||||
0.002558
|
||||
0.002211
|
||||
0.004793
|
||||
1.558785
|
||||
0.001836
|
||||
0.001835
|
||||
0.001834
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||||
0.001844
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||||
0.001856
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||||
0.001870
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||||
0.001834
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||||
0.001856
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||||
0.001813
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||||
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0.001826
|
||||
0.001818
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|
||||
0.001823
|
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0.001840
|
||||
0.001832
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||||
0.001842
|
||||
0.001827
|
||||
1.569093
|
||||
0.001848
|
||||
0.001847
|
||||
0.001829
|
||||
0.001829
|
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0.001832
|
||||
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0.002052
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||||
0.001833
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||||
1.562149
|
||||
0.001843
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||||
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||||
0.001855
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||||
0.001846
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||||
0.001835
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0.001844
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||||
1.575004
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0.001882
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0.001876
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||||
0.001872
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0.001838
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0.001836
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||||
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||||
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0.001824
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||||
0.001850
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||||
0.001846
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||||
0.001847
|
||||
0.001856
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||||
0.001874
|
||||
1.562570
|
||||
0.001800
|
||||
0.001823
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||||
0.001811
|
||||
0.001825
|
||||
0.001806
|
||||
0.001802
|
||||
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|
||||
0.001810
|
||||
0.001809
|
||||
0.001808
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||||
0.001793
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0.001795
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||||
0.001806
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||||
0.001794
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0.001802
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0.001811
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||||
0.001804
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0.001817
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||||
0.001812
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||||
1.568600
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||||
0.001857
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0.001866
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||||
0.001852
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0.001873
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0.001840
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0.001860
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1.560966
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||||
0.001816
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0.001803
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0.001805
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0.001791
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||||
0.001790
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0.001783
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0.001782
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0.001810
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0.001798
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0.001797
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0.001797
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0.001803
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0.001805
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0.001823
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0.001799
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0.001806
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1.564320
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0.001858
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0.001836
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0.001854
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0.001860
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0.001819
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0.002246
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0.001810
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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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|
||||
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|
||||
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|
||||
6.787932
|
||||
0.004030
|
||||
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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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|
||||
0.001874
|
||||
0.002326
|
||||
0.003671
|
||||
0.002932
|
||||
0.003153
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
0.974533
|
||||
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|
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0.003374
|
||||
0.003496
|
||||
0.005881
|
||||
0.003443
|
||||
0.006579
|
||||
0.006536
|
||||
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|
||||
0.002645
|
||||
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|
||||
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|
||||
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|
||||
0.003321
|
||||
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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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|
||||
0.871331
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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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|
||||
0.004003
|
||||
0.003517
|
||||
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|
||||
0.002701
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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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|
||||
0.878134
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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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|
||||
0.001854
|
||||
0.001888
|
||||
0.890666
|
||||
0.001937
|
||||
0.001811
|
||||
0.001797
|
||||
0.001828
|
||||
0.001838
|
||||
0.001844
|
||||
0.001794
|
||||
0.001830
|
||||
0.001877
|
||||
0.001810
|
||||
0.001810
|
||||
0.001851
|
||||
0.001799
|
||||
0.001835
|
||||
0.001794
|
||||
0.001825
|
||||
0.001854
|
||||
0.001812
|
||||
0.001794
|
||||
0.865806
|
||||
0.001830
|
||||
@@ -1,108 +1,452 @@
|
||||
target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
|
||||
0,0.500000,1.000000, 0.062500, 0.485899
|
||||
1,0.500000,1.000000, 0.083333, 0.484178
|
||||
2,0.500000,0.989583, 0.010417, 0.525418
|
||||
3,0.500000,0.989583, 0.333333, 0.487282
|
||||
4,0.500000,1.000000, 0.020833, 0.505002
|
||||
5,0.500000,1.000000, 0.093750, 0.491621
|
||||
6,0.500000,1.000000, 0.052083, 0.482068
|
||||
7,0.500000,0.979167, 0.010417, 0.519800
|
||||
8,0.500000,0.989583, 0.020833, 0.485863
|
||||
9,0.500000,0.989583, 0.208333, 0.483455
|
||||
10,0.500000,1.000000, 0.145833, 0.454615
|
||||
11,0.500000,1.000000, 0.333333, 0.495618
|
||||
12,0.500000,1.000000, 0.072917, 0.458427
|
||||
13,0.500000,1.000000, 0.135417, 0.477052
|
||||
14,0.500000,1.000000, 0.020833, 0.472611
|
||||
15,0.500000,1.000000, 0.239583, 0.479607
|
||||
16,0.500000,1.000000, 0.135417, 0.468667
|
||||
17,0.500000,1.000000, 0.208333, 0.469592
|
||||
18,0.500000,1.000000, 0.197917, 0.454318
|
||||
19,0.500000,0.989583, 0.041667, 0.499034
|
||||
0,0.500000,1.000000, 0.072917, 0.483694
|
||||
1,0.500000,1.000000, 0.239583, 0.482249
|
||||
2,0.500000,0.989583, 0.062500, 0.528699
|
||||
3,0.500000,1.000000, 0.177083, 0.488769
|
||||
0,0.500000,1.000000, 0.208333, 0.479962
|
||||
1,0.500000,1.000000, 0.177083, 0.480766
|
||||
2,0.500000,1.000000, 0.156250, 0.530593
|
||||
3,0.500000,1.000000, 0.031250, 0.490093
|
||||
4,0.500000,1.000000, 0.062500, 0.514937
|
||||
5,0.500000,1.000000, 0.041667, 0.483999
|
||||
6,0.500000,1.000000, 0.041667, 0.480639
|
||||
7,0.500000,1.000000, 0.114583, 0.516643
|
||||
8,0.500000,1.000000, 0.322917, 0.482295
|
||||
9,0.500000,1.000000, 0.156250, 0.482486
|
||||
10,0.500000,1.000000, 0.208333, 0.454807
|
||||
11,0.500000,1.000000, 0.197917, 0.496418
|
||||
12,0.500000,1.000000, 0.083333, 0.449275
|
||||
13,0.500000,1.000000, 0.177083, 0.478610
|
||||
14,0.500000,1.000000, 0.177083, 0.465639
|
||||
15,0.500000,1.000000, 0.031250, 0.481693
|
||||
16,0.500000,1.000000, 0.062500, 0.471196
|
||||
17,0.500000,1.000000, 0.218750, 0.467138
|
||||
18,0.500000,1.000000, 0.156250, 0.450509
|
||||
19,0.500000,1.000000, 0.177083, 0.494708
|
||||
0,0.500000,1.000000, 0.062500, 0.485891
|
||||
1,0.500000,1.000000, 0.218750, 0.478561
|
||||
2,0.500000,1.000000, 0.135417, 0.532665
|
||||
3,0.500000,1.000000, 0.072917, 0.489767
|
||||
4,0.500000,1.000000, 0.125000, 0.507482
|
||||
5,0.500000,1.000000, 0.031250, 0.494227
|
||||
6,0.500000,1.000000, 0.114583, 0.482238
|
||||
7,0.500000,1.000000, 0.041667, 0.515044
|
||||
8,0.500000,1.000000, 0.250000, 0.487606
|
||||
9,0.500000,1.000000, 0.083333, 0.481131
|
||||
10,0.500000,1.000000, 0.229167, 0.452552
|
||||
11,0.500000,1.000000, 0.291667, 0.507944
|
||||
12,0.500000,1.000000, 0.177083, 0.454018
|
||||
13,0.500000,1.000000, 0.250000, 0.478261
|
||||
14,0.500000,1.000000, 0.145833, 0.474314
|
||||
15,0.500000,1.000000, 0.135417, 0.480764
|
||||
16,0.500000,1.000000, 0.020833, 0.468673
|
||||
17,0.500000,1.000000, 0.281250, 0.465219
|
||||
18,0.493750,1.000000, 0.177083, 0.460478
|
||||
19,0.500000,1.000000, 0.322917, 0.491559
|
||||
0,0.500000,1.000000, 0.072917, 0.481852
|
||||
1,0.500000,1.000000, 0.197917, 0.479149
|
||||
2,0.500000,1.000000, 0.218750, 0.525174
|
||||
3,0.500000,1.000000, 0.156250, 0.486232
|
||||
4,0.500000,1.000000, 0.052083, 0.512113
|
||||
5,0.500000,1.000000, 0.010417, 0.486220
|
||||
6,0.500000,1.000000, 0.208333, 0.487183
|
||||
7,0.500000,1.000000, 0.083333, 0.514833
|
||||
8,0.500000,1.000000, 0.052083, 0.491940
|
||||
9,0.500000,1.000000, 0.052083, 0.489207
|
||||
10,0.500000,1.000000, 0.104167, 0.454086
|
||||
11,0.500000,1.000000, 0.333333, 0.503387
|
||||
12,0.500000,1.000000, 0.208333, 0.455327
|
||||
13,0.500000,1.000000, 0.020833, 0.486724
|
||||
14,0.500000,1.000000, 0.010417, 0.471118
|
||||
15,0.500000,1.000000, 0.010417, 0.477412
|
||||
16,0.500000,1.000000, 0.260417, 0.467595
|
||||
17,0.500000,1.000000, 0.208333, 0.467013
|
||||
18,0.500000,1.000000, 0.270833, 0.453672
|
||||
19,0.500000,1.000000, 0.208333, 0.496708
|
||||
0,0.500000,1.000000, 0.177083, 0.478702
|
||||
1,0.500000,1.000000, 0.145833, 0.479852
|
||||
2,0.500000,1.000000, 0.156250, 0.524556
|
||||
3,0.500000,1.000000, 0.020833, 0.484795
|
||||
4,0.500000,1.000000, 0.000000, 0.510410
|
||||
5,0.500000,1.000000, 0.072917, 0.494813
|
||||
6,0.500000,1.000000, 0.239583, 0.479916
|
||||
7,0.500000,1.000000, 0.062500, 0.516064
|
||||
8,0.500000,1.000000, 0.114583, 0.486330
|
||||
9,0.500000,1.000000, 0.093750, 0.483989
|
||||
10,0.500000,1.000000, 0.260417, 0.458786
|
||||
11,0.500000,1.000000, 0.218750, 0.500200
|
||||
12,0.500000,1.000000, 0.166667, 0.460794
|
||||
13,0.500000,1.000000, 0.135417, 0.487145
|
||||
14,0.500000,1.000000, 0.041667, 0.470029
|
||||
15,0.500000,1.000000, 0.020833, 0.479780
|
||||
16,0.500000,1.000000, 0.208333, 0.468624
|
||||
17,0.500000,1.000000, 0.291667, 0.465381
|
||||
18,0.493750,1.000000, 0.145833, 0.449917
|
||||
19,0.500000,1.000000, 0.250000, 0.493480
|
||||
0,0.500000,1.000000, 0.145833, 0.477865
|
||||
1,0.500000,1.000000, 0.072917, 0.476946
|
||||
2,0.500000,1.000000, 0.187500, 0.530780
|
||||
0,0.500000,0.075000, 0.989583, 0.469787
|
||||
1,0.500000,0.112500, 0.979167, 0.478753
|
||||
2,0.500000,0.156250, 0.968750, 0.518646
|
||||
3,0.500000,0.087500, 1.000000, 0.482808
|
||||
4,0.500000,0.258333, 1.000000, 0.500775
|
||||
5,0.500000,0.185417, 0.989583, 0.477351
|
||||
6,0.500000,0.060417, 1.000000, 0.482605
|
||||
7,0.500000,0.166667, 0.989583, 0.508154
|
||||
8,0.500000,0.089583, 1.000000, 0.479619
|
||||
9,0.500000,0.087500, 0.989583, 0.482560
|
||||
10,0.500000,0.120833, 1.000000, 0.442953
|
||||
11,0.500000,0.127083, 1.000000, 0.495629
|
||||
12,0.500000,0.125000, 1.000000, 0.447262
|
||||
13,0.500000,0.172917, 1.000000, 0.470330
|
||||
14,0.500000,0.029167, 1.000000, 0.461760
|
||||
15,0.500000,0.135417, 0.989583, 0.468632
|
||||
16,0.500000,0.135417, 0.989583, 0.459588
|
||||
17,0.500000,0.079167, 1.000000, 0.456878
|
||||
18,0.500000,0.166667, 1.000000, 0.446186
|
||||
19,0.500000,0.185417, 1.000000, 0.485450
|
||||
0,0.500000,0.075000, 0.989583, 0.474716
|
||||
1,0.500000,0.112500, 0.979167, 0.474016
|
||||
2,0.500000,0.156250, 1.000000, 0.521095
|
||||
3,0.500000,0.087500, 1.000000, 0.475310
|
||||
4,0.500000,0.258333, 0.989583, 0.501146
|
||||
5,0.500000,0.185417, 0.989583, 0.479274
|
||||
6,0.500000,0.060417, 1.000000, 0.477686
|
||||
7,0.500000,0.166667, 0.968750, 0.511068
|
||||
8,0.500000,0.089583, 1.000000, 0.478059
|
||||
9,0.500000,0.087500, 0.989583, 0.483788
|
||||
10,0.500000,0.120833, 1.000000, 0.445011
|
||||
11,0.500000,0.127083, 1.000000, 0.495335
|
||||
12,0.500000,0.125000, 1.000000, 0.451010
|
||||
13,0.500000,0.172917, 1.000000, 0.478550
|
||||
14,0.500000,0.029167, 0.989583, 0.464482
|
||||
15,0.500000,0.135417, 1.000000, 0.468887
|
||||
16,0.500000,0.135417, 0.989583, 0.463653
|
||||
17,0.500000,0.079167, 1.000000, 0.456329
|
||||
18,0.500000,0.166667, 1.000000, 0.440952
|
||||
19,0.500000,0.185417, 0.989583, 0.487072
|
||||
0,0.500000,0.075000, 1.000000, 0.467455
|
||||
1,0.500000,0.112500, 0.979167, 0.469803
|
||||
2,0.500000,0.156250, 0.968750, 0.527215
|
||||
3,0.500000,0.087500, 1.000000, 0.480809
|
||||
4,0.500000,0.258333, 1.000000, 0.503996
|
||||
5,0.500000,0.185417, 1.000000, 0.486595
|
||||
6,0.500000,0.060417, 1.000000, 0.474864
|
||||
7,0.500000,0.166667, 0.989583, 0.508204
|
||||
8,0.500000,0.089583, 1.000000, 0.472115
|
||||
9,0.500000,0.087500, 0.989583, 0.483930
|
||||
10,0.500000,0.120833, 1.000000, 0.448839
|
||||
0,0.500000,0.075000, 1.000000, 0.476303
|
||||
1,0.500000,0.112500, 0.989583, 0.476054
|
||||
2,0.500000,0.156250, 1.000000, 0.521272
|
||||
3,0.500000,0.087500, 1.000000, 0.482380
|
||||
4,0.500000,0.258333, 0.989583, 0.504361
|
||||
5,0.500000,0.185417, 0.989583, 0.484280
|
||||
6,0.500000,0.060417, 1.000000, 0.477733
|
||||
7,0.500000,0.166667, 1.000000, 0.508909
|
||||
8,0.500000,0.089583, 0.979167, 0.475563
|
||||
9,0.500000,0.087500, 0.989583, 0.474448
|
||||
10,0.500000,0.120833, 1.000000, 0.441968
|
||||
11,0.500000,0.127083, 0.989583, 0.492642
|
||||
12,0.500000,0.125000, 1.000000, 0.449964
|
||||
13,0.500000,0.172917, 0.989583, 0.471786
|
||||
14,0.500000,0.029167, 1.000000, 0.460968
|
||||
15,0.500000,0.135417, 1.000000, 0.465293
|
||||
16,0.500000,0.135417, 1.000000, 0.468849
|
||||
17,0.500000,0.079167, 1.000000, 0.463625
|
||||
18,0.500000,0.166667, 0.989583, 0.448537
|
||||
19,0.500000,0.185417, 0.989583, 0.481843
|
||||
0,0.500000,0.075000, 0.989583, 0.469790
|
||||
1,0.500000,0.112500, 1.000000, 0.475853
|
||||
2,0.500000,0.156250, 1.000000, 0.521098
|
||||
3,0.500000,0.087500, 1.000000, 0.478047
|
||||
4,0.500000,0.258333, 0.989583, 0.502334
|
||||
5,0.500000,0.185417, 0.989583, 0.482484
|
||||
6,0.500000,0.060417, 1.000000, 0.478448
|
||||
7,0.500000,0.166667, 0.989583, 0.507446
|
||||
8,0.500000,0.089583, 1.000000, 0.484137
|
||||
9,0.500000,0.087500, 0.989583, 0.475814
|
||||
10,0.500000,0.120833, 1.000000, 0.448004
|
||||
11,0.500000,0.127083, 1.000000, 0.494715
|
||||
12,0.500000,0.125000, 1.000000, 0.450702
|
||||
13,0.500000,0.172917, 0.989583, 0.470878
|
||||
14,0.500000,0.029167, 1.000000, 0.465205
|
||||
15,0.500000,0.135417, 0.989583, 0.471731
|
||||
16,0.500000,0.135417, 1.000000, 0.455273
|
||||
17,0.500000,0.079167, 1.000000, 0.466496
|
||||
18,0.500000,0.166667, 1.000000, 0.455048
|
||||
19,0.500000,0.185417, 1.000000, 0.489731
|
||||
0,0.500000,0.075000, 0.989583, 0.473819
|
||||
1,0.500000,0.112500, 0.979167, 0.477781
|
||||
2,0.500000,0.156250, 1.000000, 0.525589
|
||||
3,0.500000,0.087500, 0.989583, 0.487864
|
||||
4,0.500000,0.258333, 0.979167, 0.506059
|
||||
5,0.500000,0.185417, 0.989583, 0.481261
|
||||
6,0.500000,0.060417, 0.989583, 0.472834
|
||||
7,0.500000,0.166667, 1.000000, 0.508889
|
||||
8,0.500000,0.089583, 0.989583, 0.478504
|
||||
9,0.500000,0.087500, 0.989583, 0.482276
|
||||
10,0.500000,0.120833, 1.000000, 0.439359
|
||||
11,0.500000,0.127083, 0.968750, 0.490774
|
||||
12,0.500000,0.125000, 1.000000, 0.448356
|
||||
13,0.500000,0.172917, 0.989583, 0.474260
|
||||
14,0.500000,0.029167, 1.000000, 0.463499
|
||||
15,0.500000,0.135417, 1.000000, 0.471601
|
||||
16,0.500000,0.135417, 1.000000, 0.463753
|
||||
17,0.500000,0.079167, 1.000000, 0.458569
|
||||
18,0.500000,0.166667, 1.000000, 0.446311
|
||||
19,0.500000,0.185417, 1.000000, 0.484695
|
||||
0,0.500000,0.075000, 1.000000, 0.476553
|
||||
1,0.500000,0.112500, 0.979167, 0.471862
|
||||
2,0.500000,0.156250, 0.968750, 0.522241
|
||||
3,0.500000,0.087500, 0.989583, 0.481892
|
||||
4,0.500000,0.258333, 0.989583, 0.504333
|
||||
5,0.500000,0.185417, 0.989583, 0.475974
|
||||
6,0.500000,0.060417, 1.000000, 0.471913
|
||||
7,0.500000,0.166667, 0.989583, 0.508562
|
||||
8,0.500000,0.089583, 0.989583, 0.482430
|
||||
9,0.500000,0.087500, 0.989583, 0.479720
|
||||
10,0.500000,0.120833, 1.000000, 0.440829
|
||||
11,0.500000,0.127083, 1.000000, 0.495515
|
||||
12,0.500000,0.125000, 1.000000, 0.452307
|
||||
13,0.500000,0.172917, 0.989583, 0.471136
|
||||
14,0.500000,0.029167, 1.000000, 0.459939
|
||||
15,0.500000,0.135417, 1.000000, 0.469133
|
||||
16,0.500000,0.135417, 1.000000, 0.458336
|
||||
17,0.500000,0.079167, 1.000000, 0.458444
|
||||
18,0.500000,0.166667, 1.000000, 0.448754
|
||||
19,0.500000,0.185417, 0.989583, 0.486538
|
||||
0,0.500000,0.075000, 1.000000, 0.476335
|
||||
1,0.500000,0.112500, 1.000000, 0.477949
|
||||
2,0.500000,0.156250, 0.968750, 0.523687
|
||||
3,0.500000,0.087500, 0.989583, 0.477635
|
||||
4,0.500000,0.258333, 0.989583, 0.503825
|
||||
5,0.500000,0.185417, 0.989583, 0.480905
|
||||
6,0.500000,0.060417, 0.989583, 0.481956
|
||||
7,0.500000,0.166667, 1.000000, 0.508994
|
||||
8,0.500000,0.089583, 1.000000, 0.478431
|
||||
9,0.500000,0.087500, 0.989583, 0.480683
|
||||
10,0.500000,0.120833, 1.000000, 0.444379
|
||||
11,0.500000,0.127083, 1.000000, 0.495266
|
||||
12,0.500000,0.125000, 1.000000, 0.445910
|
||||
13,0.500000,0.172917, 1.000000, 0.473532
|
||||
14,0.500000,0.029167, 1.000000, 0.464657
|
||||
15,0.500000,0.135417, 1.000000, 0.466064
|
||||
16,0.500000,0.135417, 1.000000, 0.463109
|
||||
17,0.500000,0.079167, 1.000000, 0.463810
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|
||||
2,0.500000,0.156250, 0.989583, 0.520926
|
||||
3,0.500000,0.087500, 1.000000, 0.481768
|
||||
4,0.500000,0.258333, 1.000000, 0.501654
|
||||
5,0.500000,0.185417, 0.989583, 0.483337
|
||||
6,0.500000,0.060417, 1.000000, 0.474951
|
||||
7,0.500000,0.166667, 0.989583, 0.512702
|
||||
8,0.500000,0.089583, 1.000000, 0.484452
|
||||
9,0.500000,0.087500, 0.989583, 0.479566
|
||||
10,0.500000,0.120833, 1.000000, 0.444180
|
||||
11,0.500000,0.127083, 1.000000, 0.493954
|
||||
12,0.500000,0.125000, 1.000000, 0.452384
|
||||
13,0.500000,0.172917, 1.000000, 0.470624
|
||||
14,0.500000,0.029167, 1.000000, 0.460036
|
||||
15,0.500000,0.135417, 1.000000, 0.468358
|
||||
16,0.500000,0.135417, 0.989583, 0.460099
|
||||
17,0.500000,0.079167, 1.000000, 0.460754
|
||||
18,0.500000,0.166667, 1.000000, 0.442160
|
||||
19,0.500000,0.185417, 0.989583, 0.492233
|
||||
0,0.500000,0.075000, 0.989583, 0.474914
|
||||
1,0.500000,0.112500, 0.989583, 0.466185
|
||||
2,0.500000,0.156250, 0.937500, 0.526890
|
||||
3,0.500000,0.087500, 0.989583, 0.476707
|
||||
4,0.500000,0.258333, 0.989583, 0.498140
|
||||
5,0.500000,0.185417, 0.989583, 0.473839
|
||||
6,0.500000,0.060417, 1.000000, 0.475167
|
||||
7,0.500000,0.166667, 0.989583, 0.508776
|
||||
8,0.500000,0.089583, 0.989583, 0.477835
|
||||
9,0.500000,0.087500, 0.989583, 0.481710
|
||||
10,0.500000,0.120833, 1.000000, 0.448044
|
||||
11,0.500000,0.127083, 1.000000, 0.488939
|
||||
12,0.500000,0.125000, 1.000000, 0.447933
|
||||
13,0.500000,0.172917, 1.000000, 0.472905
|
||||
14,0.500000,0.029167, 1.000000, 0.461581
|
||||
15,0.500000,0.135417, 1.000000, 0.477034
|
||||
16,0.500000,0.135417, 1.000000, 0.462073
|
||||
17,0.500000,0.079167, 1.000000, 0.460066
|
||||
18,0.500000,0.166667, 0.989583, 0.447311
|
||||
19,0.500000,0.185417, 0.989583, 0.489354
|
||||
|
||||
|
@@ -1,35 +0,0 @@
|
||||
target_class,parameter_mia_accuracy,latent_distance_tell,lookalike_accuracy
|
||||
0,0.500000,3.219560,1.000000
|
||||
1,0.500000,3.573733,1.000000
|
||||
2,0.500000,3.924550,1.000000
|
||||
3,0.500000,3.515182,1.000000
|
||||
4,0.500000,3.369485,1.000000
|
||||
5,0.500000,4.697085,1.000000
|
||||
6,0.500000,4.185269,1.000000
|
||||
7,0.500000,3.473583,1.000000
|
||||
8,0.500000,4.518519,1.000000
|
||||
9,0.500000,4.484542,1.000000
|
||||
10,0.500000,3.353875,1.000000
|
||||
11,0.500000,3.815037,0.989583
|
||||
12,0.500000,3.493994,1.000000
|
||||
13,0.500000,4.018041,1.000000
|
||||
14,0.500000,4.059689,1.000000
|
||||
15,0.500000,4.097189,1.000000
|
||||
16,0.500000,3.287521,1.000000
|
||||
17,0.500000,3.872488,1.000000
|
||||
18,0.500000,3.698952,0.989583
|
||||
19,0.500000,3.844830,0.989583
|
||||
0,0.500000,3.413494,1.000000
|
||||
0,0.500000,3.416399,1.000000
|
||||
1,0.500000,3.396268,1.000000
|
||||
2,0.500000,3.648122,1.000000
|
||||
3,0.500000,3.889339,0.989583
|
||||
4,0.500000,3.408539,1.000000
|
||||
5,0.500000,4.625342,1.000000
|
||||
6,0.500000,3.925502,0.989583
|
||||
7,0.500000,3.033561,0.989583
|
||||
8,0.500000,3.819170,0.989583
|
||||
9,0.500000,4.497495,1.000000
|
||||
10,0.500000,3.701839,1.000000
|
||||
11,0.500000,4.369391,0.989583
|
||||
12,0.500000,3.945474,1.000000
|
||||
|
@@ -1,101 +1,108 @@
|
||||
target_class,attack_mia_accuracy,latent_distance_tell
|
||||
0,0.932292,0.000000
|
||||
1,0.994792,0.000000
|
||||
2,0.411458,0.000000
|
||||
3,0.916667,0.000000
|
||||
4,0.885417,0.000000
|
||||
5,0.968750,0.000000
|
||||
6,0.921875,0.000000
|
||||
7,0.760417,0.000000
|
||||
8,0.437500,0.000000
|
||||
9,0.479167,0.000000
|
||||
10,0.364583,0.000000
|
||||
11,0.458333,0.000000
|
||||
12,0.453125,0.000000
|
||||
13,0.463542,0.000000
|
||||
14,0.708333,0.000000
|
||||
15,0.479167,0.000000
|
||||
16,0.989583,0.000000
|
||||
17,0.937500,0.000000
|
||||
18,0.552083,0.000000
|
||||
19,0.401042,0.000000
|
||||
0,0.942708,0.000000
|
||||
1,1.000000,0.000000
|
||||
2,0.421875,0.000000
|
||||
3,0.932292,0.000000
|
||||
4,0.854167,0.000000
|
||||
5,0.963542,0.000000
|
||||
6,0.958333,0.000000
|
||||
7,0.703125,0.000000
|
||||
8,0.401042,0.000000
|
||||
9,0.479167,0.000000
|
||||
10,0.411458,0.000000
|
||||
11,0.437500,0.000000
|
||||
12,0.489583,0.000000
|
||||
13,0.468750,0.000000
|
||||
14,0.729167,0.000000
|
||||
15,0.484375,0.000000
|
||||
16,1.000000,0.000000
|
||||
17,0.927083,0.000000
|
||||
18,0.510417,0.000000
|
||||
19,0.380208,0.000000
|
||||
0,0.973958,0.000000
|
||||
1,0.994792,0.000000
|
||||
2,0.473958,0.000000
|
||||
3,0.927083,0.000000
|
||||
4,0.911458,0.000000
|
||||
5,0.953125,0.000000
|
||||
6,0.963542,0.000000
|
||||
7,0.697917,0.000000
|
||||
8,0.442708,0.000000
|
||||
9,0.484375,0.000000
|
||||
10,0.416667,0.000000
|
||||
11,0.416667,0.000000
|
||||
12,0.473958,0.000000
|
||||
13,0.494792,0.000000
|
||||
14,0.755208,0.000000
|
||||
15,0.484375,0.000000
|
||||
16,0.994792,0.000000
|
||||
17,0.963542,0.000000
|
||||
18,0.510417,0.000000
|
||||
19,0.395833,0.000000
|
||||
0,0.979167,0.000000
|
||||
1,1.000000,0.000000
|
||||
2,0.390625,0.000000
|
||||
3,0.942708,0.000000
|
||||
4,0.869792,0.000000
|
||||
5,0.979167,0.000000
|
||||
6,0.968750,0.000000
|
||||
7,0.692708,0.000000
|
||||
8,0.437500,0.000000
|
||||
9,0.494792,0.000000
|
||||
10,0.416667,0.000000
|
||||
11,0.416667,0.000000
|
||||
12,0.473958,0.000000
|
||||
13,0.473958,0.000000
|
||||
14,0.640625,0.000000
|
||||
15,0.598958,0.000000
|
||||
16,0.989583,0.000000
|
||||
17,0.968750,0.000000
|
||||
18,0.536458,0.000000
|
||||
19,0.427083,0.000000
|
||||
0,0.984375,0.000000
|
||||
1,1.000000,0.000000
|
||||
2,0.416667,0.000000
|
||||
3,0.927083,0.000000
|
||||
4,0.890625,0.000000
|
||||
5,0.947917,0.000000
|
||||
6,0.973958,0.000000
|
||||
7,0.765625,0.000000
|
||||
8,0.416667,0.000000
|
||||
9,0.515625,0.000000
|
||||
10,0.421875,0.000000
|
||||
11,0.427083,0.000000
|
||||
12,0.458333,0.000000
|
||||
13,0.479167,0.000000
|
||||
14,0.671875,0.000000
|
||||
15,0.494792,0.000000
|
||||
16,0.994792,0.000000
|
||||
17,0.953125,0.000000
|
||||
18,0.500000,0.000000
|
||||
19,0.411458,0.000000
|
||||
target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
|
||||
0,0.500000,1.000000, 0.062500, 0.485899
|
||||
1,0.500000,1.000000, 0.083333, 0.484178
|
||||
2,0.500000,0.989583, 0.010417, 0.525418
|
||||
3,0.500000,0.989583, 0.333333, 0.487282
|
||||
4,0.500000,1.000000, 0.020833, 0.505002
|
||||
5,0.500000,1.000000, 0.093750, 0.491621
|
||||
6,0.500000,1.000000, 0.052083, 0.482068
|
||||
7,0.500000,0.979167, 0.010417, 0.519800
|
||||
8,0.500000,0.989583, 0.020833, 0.485863
|
||||
9,0.500000,0.989583, 0.208333, 0.483455
|
||||
10,0.500000,1.000000, 0.145833, 0.454615
|
||||
11,0.500000,1.000000, 0.333333, 0.495618
|
||||
12,0.500000,1.000000, 0.072917, 0.458427
|
||||
13,0.500000,1.000000, 0.135417, 0.477052
|
||||
14,0.500000,1.000000, 0.020833, 0.472611
|
||||
15,0.500000,1.000000, 0.239583, 0.479607
|
||||
16,0.500000,1.000000, 0.135417, 0.468667
|
||||
17,0.500000,1.000000, 0.208333, 0.469592
|
||||
18,0.500000,1.000000, 0.197917, 0.454318
|
||||
19,0.500000,0.989583, 0.041667, 0.499034
|
||||
0,0.500000,1.000000, 0.072917, 0.483694
|
||||
1,0.500000,1.000000, 0.239583, 0.482249
|
||||
2,0.500000,0.989583, 0.062500, 0.528699
|
||||
3,0.500000,1.000000, 0.177083, 0.488769
|
||||
0,0.500000,1.000000, 0.208333, 0.479962
|
||||
1,0.500000,1.000000, 0.177083, 0.480766
|
||||
2,0.500000,1.000000, 0.156250, 0.530593
|
||||
3,0.500000,1.000000, 0.031250, 0.490093
|
||||
4,0.500000,1.000000, 0.062500, 0.514937
|
||||
5,0.500000,1.000000, 0.041667, 0.483999
|
||||
6,0.500000,1.000000, 0.041667, 0.480639
|
||||
7,0.500000,1.000000, 0.114583, 0.516643
|
||||
8,0.500000,1.000000, 0.322917, 0.482295
|
||||
9,0.500000,1.000000, 0.156250, 0.482486
|
||||
10,0.500000,1.000000, 0.208333, 0.454807
|
||||
11,0.500000,1.000000, 0.197917, 0.496418
|
||||
12,0.500000,1.000000, 0.083333, 0.449275
|
||||
13,0.500000,1.000000, 0.177083, 0.478610
|
||||
14,0.500000,1.000000, 0.177083, 0.465639
|
||||
15,0.500000,1.000000, 0.031250, 0.481693
|
||||
16,0.500000,1.000000, 0.062500, 0.471196
|
||||
17,0.500000,1.000000, 0.218750, 0.467138
|
||||
18,0.500000,1.000000, 0.156250, 0.450509
|
||||
19,0.500000,1.000000, 0.177083, 0.494708
|
||||
0,0.500000,1.000000, 0.062500, 0.485891
|
||||
1,0.500000,1.000000, 0.218750, 0.478561
|
||||
2,0.500000,1.000000, 0.135417, 0.532665
|
||||
3,0.500000,1.000000, 0.072917, 0.489767
|
||||
4,0.500000,1.000000, 0.125000, 0.507482
|
||||
5,0.500000,1.000000, 0.031250, 0.494227
|
||||
6,0.500000,1.000000, 0.114583, 0.482238
|
||||
7,0.500000,1.000000, 0.041667, 0.515044
|
||||
8,0.500000,1.000000, 0.250000, 0.487606
|
||||
9,0.500000,1.000000, 0.083333, 0.481131
|
||||
10,0.500000,1.000000, 0.229167, 0.452552
|
||||
11,0.500000,1.000000, 0.291667, 0.507944
|
||||
12,0.500000,1.000000, 0.177083, 0.454018
|
||||
13,0.500000,1.000000, 0.250000, 0.478261
|
||||
14,0.500000,1.000000, 0.145833, 0.474314
|
||||
15,0.500000,1.000000, 0.135417, 0.480764
|
||||
16,0.500000,1.000000, 0.020833, 0.468673
|
||||
17,0.500000,1.000000, 0.281250, 0.465219
|
||||
18,0.493750,1.000000, 0.177083, 0.460478
|
||||
19,0.500000,1.000000, 0.322917, 0.491559
|
||||
0,0.500000,1.000000, 0.072917, 0.481852
|
||||
1,0.500000,1.000000, 0.197917, 0.479149
|
||||
2,0.500000,1.000000, 0.218750, 0.525174
|
||||
3,0.500000,1.000000, 0.156250, 0.486232
|
||||
4,0.500000,1.000000, 0.052083, 0.512113
|
||||
5,0.500000,1.000000, 0.010417, 0.486220
|
||||
6,0.500000,1.000000, 0.208333, 0.487183
|
||||
7,0.500000,1.000000, 0.083333, 0.514833
|
||||
8,0.500000,1.000000, 0.052083, 0.491940
|
||||
9,0.500000,1.000000, 0.052083, 0.489207
|
||||
10,0.500000,1.000000, 0.104167, 0.454086
|
||||
11,0.500000,1.000000, 0.333333, 0.503387
|
||||
12,0.500000,1.000000, 0.208333, 0.455327
|
||||
13,0.500000,1.000000, 0.020833, 0.486724
|
||||
14,0.500000,1.000000, 0.010417, 0.471118
|
||||
15,0.500000,1.000000, 0.010417, 0.477412
|
||||
16,0.500000,1.000000, 0.260417, 0.467595
|
||||
17,0.500000,1.000000, 0.208333, 0.467013
|
||||
18,0.500000,1.000000, 0.270833, 0.453672
|
||||
19,0.500000,1.000000, 0.208333, 0.496708
|
||||
0,0.500000,1.000000, 0.177083, 0.478702
|
||||
1,0.500000,1.000000, 0.145833, 0.479852
|
||||
2,0.500000,1.000000, 0.156250, 0.524556
|
||||
3,0.500000,1.000000, 0.020833, 0.484795
|
||||
4,0.500000,1.000000, 0.000000, 0.510410
|
||||
5,0.500000,1.000000, 0.072917, 0.494813
|
||||
6,0.500000,1.000000, 0.239583, 0.479916
|
||||
7,0.500000,1.000000, 0.062500, 0.516064
|
||||
8,0.500000,1.000000, 0.114583, 0.486330
|
||||
9,0.500000,1.000000, 0.093750, 0.483989
|
||||
10,0.500000,1.000000, 0.260417, 0.458786
|
||||
11,0.500000,1.000000, 0.218750, 0.500200
|
||||
12,0.500000,1.000000, 0.166667, 0.460794
|
||||
13,0.500000,1.000000, 0.135417, 0.487145
|
||||
14,0.500000,1.000000, 0.041667, 0.470029
|
||||
15,0.500000,1.000000, 0.020833, 0.479780
|
||||
16,0.500000,1.000000, 0.208333, 0.468624
|
||||
17,0.500000,1.000000, 0.291667, 0.465381
|
||||
18,0.493750,1.000000, 0.145833, 0.449917
|
||||
19,0.500000,1.000000, 0.250000, 0.493480
|
||||
0,0.500000,1.000000, 0.145833, 0.477865
|
||||
1,0.500000,1.000000, 0.072917, 0.476946
|
||||
2,0.500000,1.000000, 0.187500, 0.530780
|
||||
|
||||
|
@@ -212,3 +212,5 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
|
||||
|
@@ -212,3 +212,5 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000
|
||||
|
||||
|
@@ -212,3 +212,5 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
|
||||
0.9559,0.9571,0.9559,0.9560,0.9571,0.9559,0.9560
|
||||
0.9507,0.9518,0.9507,0.9507,0.9518,0.9507,0.9507
|
||||
0.9612,0.9622,0.9612,0.9612,0.9622,0.9612,0.9612
|
||||
0.9559,0.9571,0.9559,0.9560,0.9571,0.9559,0.9560
|
||||
0.9559,0.9571,0.9559,0.9560,0.9571,0.9559,0.9560
|
||||
|
||||
|
@@ -109,3 +109,5 @@ target_class, parameter_mia_accuracy, lookalike_accuracy, A-Dist, JS-Dist
|
||||
0,0.500000,0.000000, 0.031250, 0.000000
|
||||
1,0.500000,0.000000, 0.072917, 0.000000
|
||||
2,0.500000,0.000000, 0.104167, 0.000000
|
||||
0,0.500000,0.000000, 0.041667, 0.000000
|
||||
0,0.500000,0.000000, 0.052083, 0.000000
|
||||
|
||||
|
@@ -1,35 +0,0 @@
|
||||
target_class,parameter_mia_accuracy,latent_distance_tell,lookalike_accuracy
|
||||
0,0.500000,1.180800,0.958333
|
||||
1,0.500000,1.279257,0.968750
|
||||
2,0.500000,1.717911,0.937500
|
||||
3,0.500000,1.354225,0.989583
|
||||
4,0.500000,1.308562,0.968750
|
||||
5,0.500000,2.087495,0.947917
|
||||
6,0.500000,1.793863,0.927083
|
||||
7,0.500000,1.213634,0.937500
|
||||
8,0.500000,1.705230,0.979167
|
||||
9,0.500000,1.713113,0.979167
|
||||
10,0.500000,1.358761,0.968750
|
||||
11,0.500000,1.485312,1.000000
|
||||
12,0.500000,1.393625,0.947917
|
||||
13,0.500000,1.677361,0.947917
|
||||
14,0.500000,1.734759,0.906250
|
||||
15,0.500000,1.715959,0.968750
|
||||
16,0.500000,1.180073,0.947917
|
||||
17,0.500000,1.597037,0.947917
|
||||
18,0.500000,1.491600,0.947917
|
||||
19,0.500000,1.622301,0.968750
|
||||
0,0.500000,1.562955,0.968750
|
||||
0,0.500000,1.526132,0.979167
|
||||
1,0.500000,1.323757,0.968750
|
||||
2,0.500000,1.493928,0.958333
|
||||
3,0.500000,1.643880,0.989583
|
||||
4,0.500000,1.479018,0.989583
|
||||
5,0.500000,2.176565,0.958333
|
||||
6,0.500000,1.620670,0.958333
|
||||
7,0.500000,0.977823,0.937500
|
||||
8,0.500000,1.455012,0.968750
|
||||
9,0.500000,2.145126,0.989583
|
||||
10,0.500000,1.905214,0.895833
|
||||
11,0.500000,2.171935,0.958333
|
||||
12,0.500000,1.761187,0.937500
|
||||
|
@@ -117,10 +117,6 @@ class LinearFiltration(Strategy):
|
||||
def normalise(self, model, retain_loader, forget_loader, device, forget_index):
|
||||
clf = self._get_classifier(model)
|
||||
W = clf.weight.data.clone()
|
||||
#num_classes = W.shape[0]
|
||||
|
||||
# we combine the data so we can calculate the mean of prdictions
|
||||
#full_loader = _combine_set(retain_loader, forget_loader)
|
||||
# 8
|
||||
# Computing A is the most resource intensive part of this algorithm
|
||||
# and to optimise the process, we computr it only once and re-use it
|
||||
@@ -135,30 +131,42 @@ class LinearFiltration(Strategy):
|
||||
|
||||
# 9
|
||||
Z = self._compute_z(tensor=self.A, forget_index=forget_index)
|
||||
B_Z_rows = []
|
||||
|
||||
# we transpose A for column based math
|
||||
A_t = self.A.t()
|
||||
# pi(a) drops the forget index logit dim( K x K-1)
|
||||
a_pi = self.pi_mask(index=forget_index, tensor=self.A)
|
||||
|
||||
for i in range(self.num_classes):
|
||||
if i == forget_index:
|
||||
B_Z_rows.append(Z)
|
||||
else:
|
||||
# Retained classes maintain their original ideal feature directions
|
||||
B_Z_rows.append(a_pi[i])
|
||||
|
||||
# 10
|
||||
# Stack back along dim=0 to match (num_classes, h_dim)
|
||||
# to get mean
|
||||
B_Z = torch.stack(B_Z_rows, dim=0)
|
||||
# construct B_z
|
||||
B_r = a_pi.clone()
|
||||
B_r[forget_index] = Z
|
||||
B_z = B_r.t()
|
||||
|
||||
A_inv = torch.linalg.pinv(a_pi)
|
||||
|
||||
# A inverse
|
||||
A_inv = torch.linalg.pinv(A_t, rcond=1e-2)
|
||||
# 11
|
||||
W_Z = B_Z @ A_inv @ W
|
||||
W_temp = B_z @ A_inv @ W
|
||||
# with one class removed, we have a head W_temp for 19 classes.
|
||||
# but we have loaders for 20 classes for evaluation. so ,
|
||||
# map K-1 W back to K x K.
|
||||
W_z = torch.zeros_like(W)
|
||||
mask = torch.ones(self.num_classes,dtype=torch.bool, device = device)
|
||||
mask[forget_index] = False
|
||||
W_z[mask] = W_temp
|
||||
|
||||
|
||||
# 12
|
||||
clf = self._get_classifier(model)
|
||||
# load the weights
|
||||
with torch.no_grad():
|
||||
clf.weight.copy_(W_Z)
|
||||
clf.weight.copy_(W_z)
|
||||
# neutralise forget bias if exists
|
||||
if clf.bias is not None:
|
||||
n_bias = clf.bias.data.clone()
|
||||
n_bias[forget_index] = -1e9
|
||||
clf.bias.copy_(n_bias)
|
||||
|
||||
|
||||
return model
|
||||
|
||||
|
||||
@@ -40,12 +40,11 @@ class Strategy:
|
||||
execution_time = end_time - start_time
|
||||
|
||||
# Log to the strategy's specific file
|
||||
'''
|
||||
|
||||
Util.log_metric(
|
||||
log_file=log_file,
|
||||
execution_time=execution_time
|
||||
)
|
||||
'''
|
||||
|
||||
print(f"[{self.strategy_name}] Completed in {execution_time:.6f} seconds. Saved to {log_file}")
|
||||
|
||||
|
||||
Reference in New Issue
Block a user