From ffa43d5c2ffcb7022f888b163cdecadd6a3341b1 Mon Sep 17 00:00:00 2001 From: Tinsae Date: Sun, 5 Jul 2026 07:52:20 +0200 Subject: [PATCH] data --- Tune_new.py | 6 +- .../CertifiedUnlearning/RESNET34/forget.csv | 117 ++++++++++++++++++ .../RESNET34/forget_train.csv | 117 ++++++++++++++++++ .../CertifiedUnlearning/RESNET34/retain.csv | 117 ++++++++++++++++++ .../ResNet/time_metrics.txt | 117 ++++++++++++++++++ reports/base/RESNET34/Finetuned.csv | 10 ++ 6 files changed, 481 insertions(+), 3 deletions(-) diff --git a/Tune_new.py b/Tune_new.py index a15c183..852c10d 100644 --- a/Tune_new.py +++ b/Tune_new.py @@ -213,7 +213,7 @@ def run_unlearning_and_strategy_eval(env_dict, forget_class_idx, strategy, evalu # entry if __name__ == "__main__": - outer_loop = 11 + outer_loop = 10 inner_loop = CLASS_SIZE for k in range(outer_loop): @@ -228,7 +228,7 @@ if __name__ == "__main__": finetuning = True run_finetuning_or_baseline_eval(runtime_environment, run_training = finetuning) # scale 16400.0 for ResNet - scale = 20300 + scale = 20100 # batch 8 for resNet, unlearning_batches = 16 # regularis @@ -267,7 +267,7 @@ if __name__ == "__main__": #linear_filtration ] # Unlearning Iteration - for i in range(0, inner_loop): + for i in range(4, inner_loop): for strategy in strategies: diff --git a/reports/CertifiedUnlearning/RESNET34/forget.csv b/reports/CertifiedUnlearning/RESNET34/forget.csv index f67c8cb..6131f3b 100644 --- a/reports/CertifiedUnlearning/RESNET34/forget.csv +++ b/reports/CertifiedUnlearning/RESNET34/forget.csv @@ -180,3 +180,120 @@ 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 +0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000 +0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000 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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 +0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000 +0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000 +0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000 +0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000 +0.0938,1.0000,0.0938,0.1714,1.0000,0.0938,0.1714 +0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000 +0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000 +0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000 +0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000 +0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000 +0.0875,1.0000,0.0875,0.1609,1.0000,0.0875,0.1609 +0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000 +0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000 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+0.0031,1.0000,0.0031,0.0062,1.0000,0.0031,0.0062 +0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000 diff --git a/reports/CertifiedUnlearning/RESNET34/retain.csv b/reports/CertifiedUnlearning/RESNET34/retain.csv index 746819c..85ef5a3 100644 --- a/reports/CertifiedUnlearning/RESNET34/retain.csv +++ b/reports/CertifiedUnlearning/RESNET34/retain.csv @@ -180,3 +180,120 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal 0.6868,0.8858,0.6868,0.7093,0.8858,0.6868,0.7093 0.5974,0.8714,0.5974,0.6424,0.8714,0.5974,0.6424 0.7947,0.8775,0.7947,0.8005,0.8775,0.7947,0.8005 +0.9342,0.9418,0.9342,0.9355,0.9418,0.9342,0.9355 +0.9336,0.9396,0.9336,0.9340,0.9396,0.9336,0.9340 +0.7066,0.9040,0.7066,0.7531,0.9040,0.7066,0.7531 +0.6803,0.8587,0.6803,0.6942,0.8587,0.6803,0.6942 +0.9428,0.9463,0.9428,0.9432,0.9463,0.9428,0.9432 +0.8796,0.9162,0.8796,0.8882,0.9162,0.8796,0.8882 +0.9559,0.9574,0.9559,0.9560,0.9574,0.9559,0.9560 +0.8178,0.8856,0.8178,0.8273,0.8856,0.8178,0.8273 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+0.2151,0.6152,0.2151,0.1771,0.6152,0.2151,0.1771 +0.2322,0.4511,0.2322,0.1764,0.4511,0.2322,0.1764 +0.9368,0.9406,0.9368,0.9371,0.9406,0.9368,0.9371 +0.7086,0.8906,0.7086,0.7388,0.8906,0.7086,0.7388 +0.9296,0.9380,0.9296,0.9309,0.9380,0.9296,0.9309 +0.9283,0.9386,0.9283,0.9301,0.9386,0.9283,0.9301 +0.5658,0.8289,0.5658,0.5697,0.8289,0.5658,0.5697 +0.9099,0.9273,0.9099,0.9123,0.9273,0.9099,0.9123 +0.4000,0.8547,0.4000,0.4331,0.8547,0.4000,0.4331 diff --git a/reports/CertifiedUnlearning/ResNet/time_metrics.txt b/reports/CertifiedUnlearning/ResNet/time_metrics.txt index 5952743..c69c280 100644 --- a/reports/CertifiedUnlearning/ResNet/time_metrics.txt +++ b/reports/CertifiedUnlearning/ResNet/time_metrics.txt @@ -231,3 +231,120 @@ execution_time_sec 395.593744 395.548392 395.540638 +395.767982 +395.378533 +395.599560 +395.508689 +396.232187 +395.610104 +395.431051 +395.349306 +395.478342 +395.352567 +395.498332 +395.373675 +395.605967 +398.511111 +396.050730 +395.570869 +395.393073 +396.668605 +395.517373 +395.338658 +395.680643 +395.547841 +395.586674 +395.583886 +395.286977 +395.314457 +395.576500 +395.530479 +395.550981 +395.597160 +395.728460 +395.625821 +395.564066 +395.577126 +395.641867 +399.433047 +407.243699 +395.457683 +395.896565 +395.652158 +404.516943 +395.783528 +395.647325 +395.553806 +398.129913 +395.591082 +395.767253 +395.561477 +395.535123 +395.554729 +395.631119 +399.896711 +395.697466 +395.677320 +395.582367 +395.811463 +396.518011 +395.609826 +395.708228 +395.620470 +395.874028 +395.579089 +398.694281 +399.165933 +399.234165 +396.116576 +395.642301 +395.758098 +395.637297 +395.658904 +395.589402 +395.685834 +395.641736 +395.721520 +395.755915 +395.643338 +395.842206 +395.602302 +395.602324 +395.392692 +395.549553 +395.294143 +395.418654 +395.256234 +395.363750 +395.304369 +395.314014 +395.330720 +395.388256 +395.443084 +395.286631 +395.254148 +395.237737 +395.324495 +395.665139 +395.534923 +395.626479 +395.743988 +395.633314 +395.669523 +395.528847 +395.630821 +395.401480 +395.446436 +395.625362 +395.470466 +395.475069 +395.526347 +395.454353 +395.496357 +396.205991 +395.798510 +395.651332 +395.569837 +395.694666 +395.510094 +395.383846 diff --git a/reports/base/RESNET34/Finetuned.csv b/reports/base/RESNET34/Finetuned.csv index 50189ad..451566f 100644 --- a/reports/base/RESNET34/Finetuned.csv +++ b/reports/base/RESNET34/Finetuned.csv @@ -38,3 +38,13 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal 0.9575,0.9586,0.9575,0.9576,0.9586,0.9575,0.9576 0.9531,0.9548,0.9531,0.9534,0.9548,0.9531,0.9534 0.9575,0.9586,0.9575,0.9576,0.9586,0.9575,0.9576 +0.9569,0.9579,0.9569,0.9570,0.9579,0.9569,0.9570 +0.9613,0.9619,0.9613,0.9612,0.9619,0.9613,0.9612 +0.9563,0.9567,0.9563,0.9562,0.9567,0.9563,0.9562 +0.9525,0.9538,0.9525,0.9525,0.9538,0.9525,0.9525 +0.9581,0.9592,0.9581,0.9581,0.9592,0.9581,0.9581 +0.9544,0.9558,0.9544,0.9545,0.9558,0.9544,0.9545 +0.9550,0.9567,0.9550,0.9553,0.9567,0.9550,0.9553 +0.9575,0.9583,0.9575,0.9575,0.9583,0.9575,0.9575 +0.9500,0.9509,0.9500,0.9501,0.9509,0.9500,0.9501 +0.9550,0.9557,0.9550,0.9549,0.9557,0.9550,0.9549