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- results/seed_11/base/base_class_5.json +57 -0
- results/seed_11/base/base_class_5_out.pth +3 -0
- results/seed_11/experiment_config.json +161 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_100_epochs/results_1.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_100_epochs/results_2.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_100_epochs/results_3.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_1_epochs/results_1.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_1_epochs/results_2.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_1_epochs/results_3.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_20_epochs/results_1.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_20_epochs/results_2.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_20_epochs/results_3.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_30_epochs/results_1.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_30_epochs/results_2.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_30_epochs/results_3.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_50_epochs/results_1.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_50_epochs/results_2.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_50_epochs/results_3.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_75_epochs/results_1.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_75_epochs/results_2.json +5 -0
- results/seed_11/pretraining/CIFAR10_AllCNN_75_epochs/results_3.json +5 -0
- results/seed_11/pretraining/experiment_config.json +26 -0
- results/seed_11/retrain/retrain_run_1_class_5.json +57 -0
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- results/seed_11/unlearn/run_1/NegGrad_plus/epoch_10/class_5.json +88 -0
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- results/seed_11/unlearn/run_1/RL/epoch_10/class_5.json +88 -0
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- results/seed_11/unlearn/run_1/RL/epoch_5/class_5_out.pth +3 -0
- results/seed_11/unlearn/run_1/UNSIR/epoch_1/class_5.json +88 -0
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- results/seed_11/unlearn/run_1/bad_teacher/epoch_1/class_5_out.pth +3 -0
results/seed_11/base/base_class_5.json
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results/seed_11/base/base_class_5_out.pth
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results/seed_11/experiment_config.json
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{
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results/seed_11/pretraining/CIFAR10_AllCNN_100_epochs/results_1.json
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| 1 |
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{
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| 2 |
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| 3 |
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| 4 |
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| 5 |
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results/seed_11/pretraining/CIFAR10_AllCNN_100_epochs/results_2.json
ADDED
|
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{
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| 3 |
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results/seed_11/pretraining/CIFAR10_AllCNN_100_epochs/results_3.json
ADDED
|
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{
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results/seed_11/pretraining/CIFAR10_AllCNN_1_epochs/results_1.json
ADDED
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results/seed_11/pretraining/CIFAR10_AllCNN_1_epochs/results_2.json
ADDED
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{
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| 5 |
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results/seed_11/pretraining/CIFAR10_AllCNN_1_epochs/results_3.json
ADDED
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results/seed_11/pretraining/CIFAR10_AllCNN_20_epochs/results_1.json
ADDED
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results/seed_11/pretraining/CIFAR10_AllCNN_20_epochs/results_2.json
ADDED
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{
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results/seed_11/pretraining/CIFAR10_AllCNN_20_epochs/results_3.json
ADDED
|
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results/seed_11/pretraining/CIFAR10_AllCNN_30_epochs/results_1.json
ADDED
|
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{
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results/seed_11/pretraining/CIFAR10_AllCNN_30_epochs/results_2.json
ADDED
|
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{
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results/seed_11/pretraining/CIFAR10_AllCNN_30_epochs/results_3.json
ADDED
|
@@ -0,0 +1,5 @@
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{
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results/seed_11/pretraining/CIFAR10_AllCNN_50_epochs/results_1.json
ADDED
|
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{
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results/seed_11/pretraining/CIFAR10_AllCNN_50_epochs/results_2.json
ADDED
|
@@ -0,0 +1,5 @@
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results/seed_11/pretraining/CIFAR10_AllCNN_50_epochs/results_3.json
ADDED
|
@@ -0,0 +1,5 @@
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results/seed_11/pretraining/CIFAR10_AllCNN_75_epochs/results_1.json
ADDED
|
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{
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|
results/seed_11/pretraining/CIFAR10_AllCNN_75_epochs/results_2.json
ADDED
|
@@ -0,0 +1,5 @@
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|
results/seed_11/pretraining/CIFAR10_AllCNN_75_epochs/results_3.json
ADDED
|
@@ -0,0 +1,5 @@
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{
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results/seed_11/pretraining/experiment_config.json
ADDED
|
@@ -0,0 +1,26 @@
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|
| 1 |
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{
|
| 2 |
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|
| 3 |
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"device": "cuda",
|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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| 13 |
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| 16 |
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| 17 |
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|
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| 24 |
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| 25 |
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results/seed_11/retrain/retrain_run_1_class_5.json
ADDED
|
@@ -0,0 +1,57 @@
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| 57 |
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results/seed_11/retrain/retrain_run_1_class_5_out.pth
ADDED
|
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results/seed_11/retrain/retrain_run_2_class_5.json
ADDED
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@@ -0,0 +1,57 @@
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results/seed_11/retrain/retrain_run_2_class_5_out.pth
ADDED
|
@@ -0,0 +1,3 @@
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size 6308230
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results/seed_11/retrain/retrain_run_3_class_5.json
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|
@@ -0,0 +1,57 @@
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| 40 |
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|
results/seed_11/retrain/retrain_run_3_class_5_out.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 6308230
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results/seed_11/unlearn/run_1/FT/epoch_10/class_5.json
ADDED
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@@ -0,0 +1,88 @@
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|
results/seed_11/unlearn/run_1/FT/epoch_10/class_5_out.pth
ADDED
|
@@ -0,0 +1,3 @@
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size 6307732
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results/seed_11/unlearn/run_1/FT/epoch_5/class_5.json
ADDED
|
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|
results/seed_11/unlearn/run_1/FT/epoch_5/class_5_out.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 6307732
|
results/seed_11/unlearn/run_1/GA/epoch_3/class_5.json
ADDED
|
@@ -0,0 +1,88 @@
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results/seed_11/unlearn/run_1/GA/epoch_3/class_5_out.pth
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results/seed_11/unlearn/run_1/GA/epoch_5/class_5.json
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results/seed_11/unlearn/run_1/GA/epoch_5/class_5_out.pth
ADDED
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size 6307732
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results/seed_11/unlearn/run_1/NegGrad_plus/epoch_10/class_5.json
ADDED
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@@ -0,0 +1,88 @@
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results/seed_11/unlearn/run_1/NegGrad_plus/epoch_10/class_5_out.pth
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version https://git-lfs.github.com/spec/v1
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size 6307732
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results/seed_11/unlearn/run_1/NegGrad_plus/epoch_5/class_5.json
ADDED
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@@ -0,0 +1,88 @@
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results/seed_11/unlearn/run_1/NegGrad_plus/epoch_5/class_5_out.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 6307732
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results/seed_11/unlearn/run_1/RL/epoch_10/class_5.json
ADDED
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@@ -0,0 +1,88 @@
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results/seed_11/unlearn/run_1/RL/epoch_10/class_5_out.pth
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:dbf03dfe0efcd9445f97e0a5efc1b7203d3181329b097d6ff89d30fd8e1187b1
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size 6307732
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results/seed_11/unlearn/run_1/RL/epoch_5/class_5.json
ADDED
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@@ -0,0 +1,88 @@
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results/seed_11/unlearn/run_1/RL/epoch_5/class_5_out.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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size 6307732
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results/seed_11/unlearn/run_1/UNSIR/epoch_1/class_5.json
ADDED
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@@ -0,0 +1,88 @@
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|
results/seed_11/unlearn/run_1/UNSIR/epoch_1/class_5_out.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 6307732
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results/seed_11/unlearn/run_1/UNSIR/epoch_10/class_5.json
ADDED
|
@@ -0,0 +1,88 @@
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results/seed_11/unlearn/run_1/UNSIR/epoch_10/class_5_out.pth
ADDED
|
@@ -0,0 +1,3 @@
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size 6307732
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results/seed_11/unlearn/run_1/bad_teacher/epoch_1/class_5.json
ADDED
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@@ -0,0 +1,88 @@
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| 46 |
+
"m_entropy": {
|
| 47 |
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|
| 48 |
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|
| 49 |
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}
|
| 50 |
+
},
|
| 51 |
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"correctness": {
|
| 52 |
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"retain_test_member": 0.9864444444444445,
|
| 53 |
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"forget_non_member": 0.8286
|
| 54 |
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}
|
| 55 |
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},
|
| 56 |
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"ToW": 0.8030538308663658,
|
| 57 |
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"outputs": {
|
| 58 |
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"retrained_vs_unlearned": {
|
| 59 |
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"forget": {
|
| 60 |
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"absolute_distance": 1.6082319021224976,
|
| 61 |
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"l2_distance": 0.877220094203949,
|
| 62 |
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"JS_divergence": 0.4582401216030121
|
| 63 |
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},
|
| 64 |
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"retain": {
|
| 65 |
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|
| 66 |
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|
| 67 |
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"test": {
|
| 68 |
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|
| 69 |
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|
| 70 |
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"forget_test_avg": {
|
| 71 |
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"KL_divergence": 10.943120002746582
|
| 72 |
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|
| 73 |
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},
|
| 74 |
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"unlearned": {
|
| 75 |
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|
| 76 |
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"wasserstein_distance": 1.9438010397742738
|
| 77 |
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}
|
| 78 |
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}
|
| 79 |
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},
|
| 80 |
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"type": "unlearn",
|
| 81 |
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"epoch": 1,
|
| 82 |
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"run": 1,
|
| 83 |
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"forget_set_type": "class",
|
| 84 |
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"unlearning_item": 5,
|
| 85 |
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"method": "bad_teacher",
|
| 86 |
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"epoch_duration": 8.452227115631104,
|
| 87 |
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"total_unlearning_time_up_to_now": 8452.227115631104
|
| 88 |
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|
results/seed_11/unlearn/run_1/bad_teacher/epoch_1/class_5_out.pth
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:fb29d96a24b9132f7036e76998e5db262ccef40ab29768e1264dbeee9c9cba90
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| 3 |
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size 6307732
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