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- ViT-B-32/zeroshot_accuracies.json +20 -0
- linear-2_1e-05_ViT-B-16/linear-2_ft_accuracies.json +18 -0
- linear-2_1e-05_ViT-B-16/linear-2_negations.json +1234 -0
- linear-2_1e-05_ViT-B-32/disentanglement_data/disentanglement_Cars_DTD.json +167 -0
- linear-2_1e-05_ViT-B-32/disentanglement_maps/summary.json +22 -0
- linear-2_1e-05_ViT-B-32/disentanglement_maps_v2/summary_v2.json +28 -0
- linear-2_1e-05_ViT-B-32/linear-2_additions.json +445 -0
- linear-2_1e-05_ViT-B-32/linear-2_ft_accuracies.json +18 -0
- linear-2_1e-05_ViT-B-32/linear-2_negations.json +1234 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_Cars_DTD.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_Cars_EuroSAT.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_Cars_GTSRB.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_Cars_MNIST.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_Cars_RESISC45.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_Cars_SUN397.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_Cars_SVHN.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_DTD_EuroSAT.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_DTD_GTSRB.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_DTD_MNIST.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_DTD_RESISC45.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_DTD_SUN397.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_DTD_SVHN.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_GTSRB.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_MNIST.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_RESISC45.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_SUN397.json +167 -0
- linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_SVHN.json +167 -0
- linear_1e-05_ViT-B-16/head_SUN397Val.pt +3 -0
- linear_1e-05_ViT-B-32/head_CarsVal.pt +3 -0
- linear_1e-05_ViT-B-32/head_DTDVal.pt +3 -0
- linear_1e-05_ViT-B-32/head_GTSRBVal.pt +3 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_Cars_DTD.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_Cars_EuroSAT.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_Cars_GTSRB.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_Cars_MNIST.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_Cars_RESISC45.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_Cars_SUN397.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_Cars_SVHN.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_DTD_EuroSAT.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_DTD_GTSRB.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_DTD_MNIST.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_DTD_RESISC45.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_DTD_SUN397.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_DTD_SVHN.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_GTSRB.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_MNIST.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_RESISC45.json +167 -0
- linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_SVHN.json +167 -0
- standard_1e-05_ViT-B-16/ft_accuracies.json +18 -0
- standard_1e-05_ViT-B-16/negations.json +1234 -0
ViT-B-32/zeroshot_accuracies.json
ADDED
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{
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"Cars": 0.5973137669444099,
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"CarsVal": 0.5958230958230958,
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"DTD": 0.4398936170212766,
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"DTDVal": 0.425531914893617,
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"EuroSAT": 0.457037037037037,
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"EuroSATVal": 0.44555555555555554,
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"GTSRB": 0.32604908946951705,
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"GTSRBVal": 0.32995495495495497,
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"MNIST": 0.4826,
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"MNISTVal": 0.4816,
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"RESISC45": 0.6066666666666667,
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| 13 |
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"RESISC45Val": 0.6142857142857143,
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| 14 |
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"SUN397": 0.6316372795969774,
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"SUN397Val": 0.6347607052896725,
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| 16 |
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"SVHN": 0.3162645974185618,
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| 17 |
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"SVHNVal": 0.2916,
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| 18 |
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"ImageNetVal": 0.667,
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"ImageNet": 0.63356
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}
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linear-2_1e-05_ViT-B-16/linear-2_ft_accuracies.json
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{
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"Cars": 0.8409401815694565,
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"CarsVal": 0.8132678132678133,
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"DTD": 0.8127659574468085,
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"DTDVal": 0.8271276595744681,
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| 6 |
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"EuroSAT": 0.9914814814814815,
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| 7 |
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"EuroSATVal": 0.9874074074074074,
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| 8 |
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"GTSRB": 0.9892319873317498,
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| 9 |
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"GTSRBVal": 0.9996246246246246,
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| 10 |
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"MNIST": 0.9965,
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| 11 |
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"MNISTVal": 0.9962,
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| 12 |
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"RESISC45": 0.9634920634920635,
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| 13 |
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"RESISC45Val": 0.9682539682539683,
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| 14 |
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"SUN397": 0.7757682619647355,
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| 15 |
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"SUN397Val": 0.7758186397984886,
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| 16 |
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"SVHN": 0.9754148740012293,
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| 17 |
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"SVHNVal": 0.9644
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| 18 |
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}
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linear-2_1e-05_ViT-B-16/linear-2_negations.json
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|
| 1 |
+
{
|
| 2 |
+
"Cars": {
|
| 3 |
+
"test": 0.28317373461012313,
|
| 4 |
+
"test_control": 0.66198,
|
| 5 |
+
"val": {
|
| 6 |
+
"0.0": {
|
| 7 |
+
"CarsVal:top1": 0.64004914004914,
|
| 8 |
+
"ImageNetVal:top1": 0.6932,
|
| 9 |
+
"CarsVal:normalized_top1": 0.7870090634441087,
|
| 10 |
+
"avg_normalized_top1": 0.7870090634441087,
|
| 11 |
+
"avg_top1": 0.64004914004914
|
| 12 |
+
},
|
| 13 |
+
"0.05": {
|
| 14 |
+
"CarsVal:top1": 0.6240786240786241,
|
| 15 |
+
"ImageNetVal:top1": 0.6928,
|
| 16 |
+
"CarsVal:normalized_top1": 0.7673716012084593,
|
| 17 |
+
"avg_normalized_top1": 0.7673716012084593,
|
| 18 |
+
"avg_top1": 0.6240786240786241
|
| 19 |
+
},
|
| 20 |
+
"0.1": {
|
| 21 |
+
"CarsVal:top1": 0.6130221130221131,
|
| 22 |
+
"ImageNetVal:top1": 0.6926,
|
| 23 |
+
"CarsVal:normalized_top1": 0.7537764350453172,
|
| 24 |
+
"avg_normalized_top1": 0.7537764350453172,
|
| 25 |
+
"avg_top1": 0.6130221130221131
|
| 26 |
+
},
|
| 27 |
+
"0.15000000000000002": {
|
| 28 |
+
"CarsVal:top1": 0.5921375921375921,
|
| 29 |
+
"ImageNetVal:top1": 0.693,
|
| 30 |
+
"CarsVal:normalized_top1": 0.72809667673716,
|
| 31 |
+
"avg_normalized_top1": 0.72809667673716,
|
| 32 |
+
"avg_top1": 0.5921375921375921
|
| 33 |
+
},
|
| 34 |
+
"0.2": {
|
| 35 |
+
"CarsVal:top1": 0.5749385749385749,
|
| 36 |
+
"ImageNetVal:top1": 0.6922,
|
| 37 |
+
"CarsVal:normalized_top1": 0.7069486404833837,
|
| 38 |
+
"avg_normalized_top1": 0.7069486404833837,
|
| 39 |
+
"avg_top1": 0.5749385749385749
|
| 40 |
+
},
|
| 41 |
+
"0.25": {
|
| 42 |
+
"CarsVal:top1": 0.558968058968059,
|
| 43 |
+
"ImageNetVal:top1": 0.6928,
|
| 44 |
+
"CarsVal:normalized_top1": 0.6873111782477341,
|
| 45 |
+
"avg_normalized_top1": 0.6873111782477341,
|
| 46 |
+
"avg_top1": 0.558968058968059
|
| 47 |
+
},
|
| 48 |
+
"0.30000000000000004": {
|
| 49 |
+
"CarsVal:top1": 0.5491400491400491,
|
| 50 |
+
"ImageNetVal:top1": 0.6924,
|
| 51 |
+
"CarsVal:normalized_top1": 0.675226586102719,
|
| 52 |
+
"avg_normalized_top1": 0.675226586102719,
|
| 53 |
+
"avg_top1": 0.5491400491400491
|
| 54 |
+
},
|
| 55 |
+
"0.35000000000000003": {
|
| 56 |
+
"CarsVal:top1": 0.5331695331695332,
|
| 57 |
+
"ImageNetVal:top1": 0.6926,
|
| 58 |
+
"CarsVal:normalized_top1": 0.6555891238670695,
|
| 59 |
+
"avg_normalized_top1": 0.6555891238670695,
|
| 60 |
+
"avg_top1": 0.5331695331695332
|
| 61 |
+
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linear-2_1e-05_ViT-B-32/disentanglement_data/disentanglement_Cars_DTD.json
ADDED
|
@@ -0,0 +1,167 @@
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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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|
linear-2_1e-05_ViT-B-32/disentanglement_maps/summary.json
ADDED
|
@@ -0,0 +1,22 @@
|
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|
| 1 |
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{
|
| 2 |
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"experiment": "Attention-Only Fine-tuning",
|
| 3 |
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"root_path": "/data1/liushangge/TTA/ortho_TA/checkpoints_1993/linear-2_1e-05_ViT-B-32",
|
| 4 |
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"model": "ViT-B-32",
|
| 5 |
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"datasets": [
|
| 6 |
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"Cars",
|
| 7 |
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"DTD",
|
| 8 |
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"EuroSAT",
|
| 9 |
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"GTSRB",
|
| 10 |
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"MNIST",
|
| 11 |
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"RESISC45",
|
| 12 |
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"SUN397",
|
| 13 |
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"SVHN"
|
| 14 |
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],
|
| 15 |
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"alpha_range": {
|
| 16 |
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|
| 17 |
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"max": 3.0,
|
| 18 |
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"steps": 61
|
| 19 |
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},
|
| 20 |
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"total_pairs": 28,
|
| 21 |
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"output_dir": "/data1/liushangge/TTA/ortho_TA/checkpoints_1993/linear-2_1e-05_ViT-B-32/disentanglement_maps"
|
| 22 |
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}
|
linear-2_1e-05_ViT-B-32/disentanglement_maps_v2/summary_v2.json
ADDED
|
@@ -0,0 +1,28 @@
|
|
|
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|
| 1 |
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{
|
| 2 |
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"version": "v2",
|
| 3 |
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"method": "prediction_disagreement",
|
| 4 |
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"paper": "Task Arithmetic in the Tangent Space (Equation 6)",
|
| 5 |
+
"experiment": "Attention-Only Finetuning",
|
| 6 |
+
"root_path": "/data1/liushangge/TTA/ortho_TA/checkpoints_1993/linear-2_1e-05_ViT-B-32",
|
| 7 |
+
"data_location": "/data1/liushangge/datasets/8datasets-during",
|
| 8 |
+
"model": "ViT-B-32",
|
| 9 |
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"datasets": [
|
| 10 |
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"Cars",
|
| 11 |
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"DTD",
|
| 12 |
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"EuroSAT",
|
| 13 |
+
"GTSRB",
|
| 14 |
+
"MNIST",
|
| 15 |
+
"RESISC45",
|
| 16 |
+
"SUN397",
|
| 17 |
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"SVHN"
|
| 18 |
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],
|
| 19 |
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"alpha_range": {
|
| 20 |
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"min": -3.0,
|
| 21 |
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"max": 3.0,
|
| 22 |
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"steps": 61
|
| 23 |
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},
|
| 24 |
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"batch_size": 256,
|
| 25 |
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"total_pairs": 28,
|
| 26 |
+
"output_dir": "/data1/liushangge/TTA/ortho_TA/checkpoints_1993/linear-2_1e-05_ViT-B-32/disentanglement_maps_v2",
|
| 27 |
+
"device": "cuda"
|
| 28 |
+
}
|
linear-2_1e-05_ViT-B-32/linear-2_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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| 1 |
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| 2 |
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| 3 |
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| 8 |
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| 9 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 30 |
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| 50 |
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| 442 |
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| 443 |
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| 444 |
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|
| 445 |
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|
linear-2_1e-05_ViT-B-32/linear-2_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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| 1 |
+
{
|
| 2 |
+
"Cars": 0.7456783982091779,
|
| 3 |
+
"CarsVal": 0.7248157248157249,
|
| 4 |
+
"DTD": 0.7904255319148936,
|
| 5 |
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"DTDVal": 0.7925531914893617,
|
| 6 |
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"EuroSAT": 0.9911111111111112,
|
| 7 |
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"EuroSATVal": 0.9907407407407407,
|
| 8 |
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"GTSRB": 0.9836104513064133,
|
| 9 |
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"GTSRBVal": 0.9988738738738738,
|
| 10 |
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"MNIST": 0.9964,
|
| 11 |
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"MNISTVal": 0.9964,
|
| 12 |
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"RESISC45": 0.9493650793650794,
|
| 13 |
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"RESISC45Val": 0.9582010582010582,
|
| 14 |
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"SUN397": 0.747808564231738,
|
| 15 |
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"SUN397Val": 0.7405541561712846,
|
| 16 |
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"SVHN": 0.9696143208358943,
|
| 17 |
+
"SVHNVal": 0.9586
|
| 18 |
+
}
|
linear-2_1e-05_ViT-B-32/linear-2_negations.json
ADDED
|
@@ -0,0 +1,1234 @@
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|
linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_Cars_DTD.json
ADDED
|
@@ -0,0 +1,167 @@
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|
linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_Cars_EuroSAT.json
ADDED
|
@@ -0,0 +1,167 @@
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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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linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_Cars_GTSRB.json
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|
linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_Cars_MNIST.json
ADDED
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@@ -0,0 +1,167 @@
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| 1 |
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|
linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_Cars_RESISC45.json
ADDED
|
@@ -0,0 +1,167 @@
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|
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|
|
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|
|
|
|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
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|
| 8 |
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|
| 9 |
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|
| 10 |
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linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_Cars_SUN397.json
ADDED
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@@ -0,0 +1,167 @@
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|
linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_Cars_SVHN.json
ADDED
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@@ -0,0 +1,167 @@
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linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_DTD_EuroSAT.json
ADDED
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linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_DTD_GTSRB.json
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linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_DTD_MNIST.json
ADDED
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linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_DTD_SUN397.json
ADDED
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|
linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_DTD_SVHN.json
ADDED
|
@@ -0,0 +1,167 @@
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|
| 1 |
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linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_GTSRB.json
ADDED
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|
linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_MNIST.json
ADDED
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@@ -0,0 +1,167 @@
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linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_RESISC45.json
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linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_SUN397.json
ADDED
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|
linear-2_ortho_1e-05_lambda10.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_SVHN.json
ADDED
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@@ -0,0 +1,167 @@
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| 3 |
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| 4 |
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| 167 |
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|
linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_Cars_EuroSAT.json
ADDED
|
@@ -0,0 +1,167 @@
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| 1 |
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{
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|
linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_Cars_GTSRB.json
ADDED
|
@@ -0,0 +1,167 @@
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| 1 |
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{
|
| 2 |
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|
| 3 |
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"task2": "GTSRB",
|
| 4 |
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|
| 5 |
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| 6 |
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linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_Cars_MNIST.json
ADDED
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@@ -0,0 +1,167 @@
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|
linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_Cars_RESISC45.json
ADDED
|
@@ -0,0 +1,167 @@
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|
linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_Cars_SUN397.json
ADDED
|
@@ -0,0 +1,167 @@
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linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_Cars_SVHN.json
ADDED
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@@ -0,0 +1,167 @@
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|
linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_DTD_EuroSAT.json
ADDED
|
@@ -0,0 +1,167 @@
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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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|
| 167 |
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|
linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_DTD_MNIST.json
ADDED
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@@ -0,0 +1,167 @@
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linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_DTD_RESISC45.json
ADDED
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@@ -0,0 +1,167 @@
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linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_DTD_SUN397.json
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|
linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_DTD_SVHN.json
ADDED
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@@ -0,0 +1,167 @@
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linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_GTSRB.json
ADDED
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@@ -0,0 +1,167 @@
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linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_MNIST.json
ADDED
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|
linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_RESISC45.json
ADDED
|
@@ -0,0 +1,167 @@
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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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linear_ortho_1e-05_lambda1.0_ViT-B-32/disentanglement_data/disentanglement_EuroSAT_SVHN.json
ADDED
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@@ -0,0 +1,167 @@
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{
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|
standard_1e-05_ViT-B-16/ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.8748911826887203,
|
| 3 |
+
"CarsVal": 0.8488943488943489,
|
| 4 |
+
"DTD": 0.826063829787234,
|
| 5 |
+
"DTDVal": 0.8058510638297872,
|
| 6 |
+
"EuroSAT": 0.9914814814814815,
|
| 7 |
+
"EuroSATVal": 0.9903703703703703,
|
| 8 |
+
"GTSRB": 0.9930324623911322,
|
| 9 |
+
"GTSRBVal": 0.9996246246246246,
|
| 10 |
+
"MNIST": 0.9971,
|
| 11 |
+
"MNISTVal": 0.996,
|
| 12 |
+
"RESISC45": 0.9688888888888889,
|
| 13 |
+
"RESISC45Val": 0.9693121693121693,
|
| 14 |
+
"SUN397": 0.7861964735516372,
|
| 15 |
+
"SUN397Val": 0.7788413098236776,
|
| 16 |
+
"SVHN": 0.9777965580823602,
|
| 17 |
+
"SVHNVal": 0.9694
|
| 18 |
+
}
|
standard_1e-05_ViT-B-16/negations.json
ADDED
|
@@ -0,0 +1,1234 @@
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| 1 |
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| 2 |
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| 3 |
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| 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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| 11 |
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| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 40 |
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