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Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- ViT-B-32/head_CarsVal.pt +3 -0
- ViT-B-32/head_DTDVal.pt +3 -0
- ViT-B-32/head_EuroSATVal.pt +3 -0
- ViT-B-32/head_GTSRBVal.pt +3 -0
- ViT-B-32/head_MNISTVal.pt +3 -0
- ViT-B-32/head_RESISC45Val.pt +3 -0
- ViT-B-32/head_SUN397Val.pt +3 -0
- ViT-B-32/head_SVHNVal.pt +3 -0
- alpha8/lora_configurable_0.001_ViT-B-16_----f-/lora_configurable_additions.json +445 -0
- alpha8/lora_configurable_0.001_ViT-B-16_----f-/lora_configurable_ft_accuracies.json +18 -0
- alpha8/lora_configurable_0.001_ViT-B-16_--v---/lora_configurable_additions.json +445 -0
- alpha8/lora_configurable_0.001_ViT-B-16_--v---/lora_configurable_ft_accuracies.json +18 -0
- alpha8/lora_configurable_0.001_ViT-B-16_-k----/lora_configurable_additions.json +445 -0
- alpha8/lora_configurable_0.001_ViT-B-16_-k----/lora_configurable_ft_accuracies.json +18 -0
- alpha8/lora_configurable_0.001_ViT-B-16_-kv---/lora_configurable_additions.json +445 -0
- alpha8/lora_configurable_0.001_ViT-B-16_-kv---/lora_configurable_ft_accuracies.json +18 -0
- alpha8/lora_configurable_0.001_ViT-B-16_q-----/lora_configurable_additions.json +445 -0
- alpha8/lora_configurable_0.001_ViT-B-16_q-----/lora_configurable_ft_accuracies.json +18 -0
- alpha8/lora_configurable_0.001_ViT-B-16_q-v---/lora_configurable_additions.json +445 -0
- alpha8/lora_configurable_0.001_ViT-B-16_q-v---/lora_configurable_ft_accuracies.json +18 -0
- alpha8/lora_configurable_0.001_ViT-B-16_qkv---/lora_configurable_additions.json +445 -0
- alpha8/lora_configurable_0.001_ViT-B-16_qkv---/lora_configurable_ft_accuracies.json +18 -0
- alpha8/lora_configurable_0.001_ViT-B-16_qkvofp/lora_configurable_additions.json +445 -0
- alpha8/lora_configurable_0.001_ViT-B-16_qkvofp/lora_configurable_ft_accuracies.json +18 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_----f-_lambda1.0/lora_configurable_ortho_additions.json +445 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_----f-_lambda1.0/lora_configurable_ortho_ft_accuracies.json +18 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_---o--_lambda1.0/lora_configurable_ortho_additions.json +445 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_---o--_lambda1.0/lora_configurable_ortho_ft_accuracies.json +18 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_--v---_lambda1.0/lora_configurable_ortho_additions.json +445 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_--v---_lambda1.0/lora_configurable_ortho_ft_accuracies.json +18 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_-k----_lambda1.0/lora_configurable_ortho_additions.json +445 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_-k----_lambda1.0/lora_configurable_ortho_ft_accuracies.json +18 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_q-----_lambda1.0/lora_configurable_ortho_additions.json +445 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_q-----_lambda1.0/lora_configurable_ortho_ft_accuracies.json +18 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda1.0/lora_configurable_ortho_additions.json +445 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda1.0/lora_configurable_ortho_ft_accuracies.json +18 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda0.01/lora_configurable_ortho_additions.json +445 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda0.01/lora_configurable_ortho_ft_accuracies.json +18 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda1.0_alpha1/lora_configurable_ortho_additions.json +445 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda1.0_alpha1/lora_configurable_ortho_ft_accuracies.json +18 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0_alpha1/lora_configurable_ortho_additions.json +445 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0_alpha1/lora_configurable_ortho_ft_accuracies.json +18 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda5.0/lora_configurable_ortho_additions.json +445 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda5.0/lora_configurable_ortho_ft_accuracies.json +18 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvofp_lambda10.0/lora_configurable_ortho_additions.json +445 -0
- alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvofp_lambda10.0/lora_configurable_ortho_ft_accuracies.json +18 -0
- lora_configurable_0.001_ViT-B-16_----fp/head_DTDVal.pt +3 -0
- lora_configurable_0.001_ViT-B-16_----fp/head_SUN397Val.pt +3 -0
- lora_configurable_0.001_ViT-L-14_q-v---/head_SUN397Val.pt +3 -0
- lora_configurable_0.001_ViT-L-14_qkvo--/head_CarsVal.pt +3 -0
ViT-B-32/head_CarsVal.pt
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ViT-B-32/head_DTDVal.pt
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size 98039
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ViT-B-32/head_EuroSATVal.pt
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size 22087
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ViT-B-32/head_GTSRBVal.pt
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version https://git-lfs.github.com/spec/v1
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size 89791
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ViT-B-32/head_MNISTVal.pt
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size 22079
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ViT-B-32/head_RESISC45Val.pt
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size 93899
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ViT-B-32/head_SUN397Val.pt
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size 816195
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ViT-B-32/head_SVHNVal.pt
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version https://git-lfs.github.com/spec/v1
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size 22075
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alpha8/lora_configurable_0.001_ViT-B-16_----f-/lora_configurable_additions.json
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| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.653774406168387,
|
| 4 |
+
"DTD:top1": 0.5382978723404256,
|
| 5 |
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"EuroSAT:top1": 0.7440740740740741,
|
| 6 |
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"GTSRB:top1": 0.7741884402216944,
|
| 7 |
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"MNIST:top1": 0.978,
|
| 8 |
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"RESISC45:top1": 0.7565079365079365,
|
| 9 |
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"SVHN:top1": 0.8782267977873387,
|
| 10 |
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"SUN397:top1": 0.6766750629722922,
|
| 11 |
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"Cars:normalized_top1": 0.7738848814956573,
|
| 12 |
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"DTD:normalized_top1": 0.6567164179104478,
|
| 13 |
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"EuroSAT:normalized_top1": 0.751589973812196,
|
| 14 |
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"GTSRB:normalized_top1": 0.7823025842067366,
|
| 15 |
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"MNIST:normalized_top1": 0.9811396468699839,
|
| 16 |
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"RESISC45:normalized_top1": 0.7859498680738786,
|
| 17 |
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"SVHN:normalized_top1": 0.8994413407821229,
|
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| 290 |
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| 291 |
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| 292 |
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"CarsVal:normalized_top1": 0.1639344262295082,
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| 293 |
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"DTDVal:normalized_top1": 0.42443729903536975,
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| 294 |
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"EuroSATVal:normalized_top1": 0.38093457943925235,
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| 295 |
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"GTSRBVal:normalized_top1": 0.6528925619834711,
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| 296 |
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"MNISTVal:normalized_top1": 0.974703874723951,
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| 297 |
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"RESISC45Val:normalized_top1": 0.43309666848716555,
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| 298 |
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| 299 |
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| 300 |
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"avg_normalized_top1": 0.5200868080116235,
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| 301 |
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"avg_top1": 0.49343401802286924
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| 302 |
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},
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| 303 |
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| 304 |
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| 305 |
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| 306 |
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| 307 |
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| 308 |
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| 309 |
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| 310 |
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| 322 |
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| 323 |
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| 324 |
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| 325 |
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|
| 442 |
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|
| 443 |
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|
| 444 |
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|
| 445 |
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}
|
alpha8/lora_configurable_0.001_ViT-B-16_----f-/lora_configurable_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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| 1 |
+
{
|
| 2 |
+
"Cars": 0.8447954234547942,
|
| 3 |
+
"CarsVal": 0.8243243243243243,
|
| 4 |
+
"DTD": 0.8196808510638298,
|
| 5 |
+
"DTDVal": 0.8271276595744681,
|
| 6 |
+
"EuroSAT": 0.99,
|
| 7 |
+
"EuroSATVal": 0.9907407407407407,
|
| 8 |
+
"GTSRB": 0.9896278701504355,
|
| 9 |
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"GTSRBVal": 0.9992492492492493,
|
| 10 |
+
"MNIST": 0.9968,
|
| 11 |
+
"MNISTVal": 0.9962,
|
| 12 |
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"RESISC45": 0.9625396825396826,
|
| 13 |
+
"RESISC45Val": 0.9687830687830687,
|
| 14 |
+
"SUN397": 0.7642821158690176,
|
| 15 |
+
"SUN397Val": 0.7576826196473552,
|
| 16 |
+
"SVHN": 0.9764136447449293,
|
| 17 |
+
"SVHNVal": 0.9654
|
| 18 |
+
}
|
alpha8/lora_configurable_0.001_ViT-B-16_--v---/lora_configurable_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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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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| 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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| 18 |
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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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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 35 |
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| 42 |
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| 43 |
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| 44 |
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| 48 |
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| 50 |
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| 445 |
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|
alpha8/lora_configurable_0.001_ViT-B-16_--v---/lora_configurable_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
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| 1 |
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{
|
| 2 |
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|
| 3 |
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"CarsVal": 0.7874692874692875,
|
| 4 |
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"DTD": 0.8042553191489362,
|
| 5 |
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"DTDVal": 0.8191489361702128,
|
| 6 |
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"EuroSAT": 0.9885185185185185,
|
| 7 |
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"EuroSATVal": 0.9874074074074074,
|
| 8 |
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|
| 9 |
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|
| 10 |
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"MNIST": 0.9962,
|
| 11 |
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"MNISTVal": 0.9962,
|
| 12 |
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|
| 13 |
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"RESISC45Val": 0.9624338624338624,
|
| 14 |
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|
| 15 |
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|
| 16 |
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"SVHN": 0.9757221880762139,
|
| 17 |
+
"SVHNVal": 0.9646
|
| 18 |
+
}
|
alpha8/lora_configurable_0.001_ViT-B-16_-k----/lora_configurable_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.6568834722049496,
|
| 4 |
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"DTD:top1": 0.5276595744680851,
|
| 5 |
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"EuroSAT:top1": 0.6466666666666666,
|
| 6 |
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"GTSRB:top1": 0.6044338875692795,
|
| 7 |
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"MNIST:top1": 0.9531,
|
| 8 |
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"RESISC45:top1": 0.7101587301587302,
|
| 9 |
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"SVHN:top1": 0.8406960663798402,
|
| 10 |
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"SUN397:top1": 0.6421158690176323,
|
| 11 |
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"Cars:normalized_top1": 0.8989108236895847,
|
| 12 |
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"DTD:normalized_top1": 0.6898470097357441,
|
| 13 |
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"EuroSAT:normalized_top1": 0.6573795180722891,
|
| 14 |
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|
| 15 |
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"MNIST:normalized_top1": 0.9578894472361809,
|
| 16 |
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"RESISC45:normalized_top1": 0.7525651808242221,
|
| 17 |
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"SVHN:normalized_top1": 0.8742459952862222,
|
| 18 |
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|
| 19 |
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"avg_normalized_top1": 0.7917816727405576,
|
| 20 |
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"avg_top1": 0.697714283308148
|
| 21 |
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},
|
| 22 |
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"val": {
|
| 23 |
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"0.0": {
|
| 24 |
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|
| 25 |
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"DTDVal:top1": 0.449468085106383,
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| 26 |
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|
| 27 |
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"GTSRBVal:top1": 0.4283033033033033,
|
| 28 |
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|
| 29 |
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"RESISC45Val:top1": 0.6756613756613756,
|
| 30 |
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"SVHNVal:top1": 0.4456,
|
| 31 |
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|
| 32 |
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"CarsVal:normalized_top1": 0.9108391608391608,
|
| 33 |
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"DTDVal:normalized_top1": 0.5971731448763251,
|
| 34 |
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"EuroSATVal:normalized_top1": 0.5460353250657648,
|
| 35 |
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"GTSRBVal:normalized_top1": 0.4297551789077213,
|
| 36 |
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"MNISTVal:normalized_top1": 0.508147254073627,
|
| 37 |
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"RESISC45Val:normalized_top1": 0.7122141662018963,
|
| 38 |
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"SVHNVal:normalized_top1": 0.46885521885521886,
|
| 39 |
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|
| 40 |
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"avg_normalized_top1": 0.6330814777416961,
|
| 41 |
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"avg_top1": 0.5421677363824102
|
| 42 |
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},
|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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| 50 |
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|
| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 55 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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| 67 |
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|
| 68 |
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|
| 69 |
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|
| 70 |
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| 71 |
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| 72 |
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| 73 |
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| 74 |
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| 75 |
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| 76 |
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| 77 |
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| 78 |
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| 79 |
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| 80 |
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| 81 |
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| 82 |
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|
| 83 |
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| 84 |
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| 85 |
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| 86 |
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| 87 |
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| 88 |
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| 89 |
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| 90 |
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| 91 |
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| 92 |
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| 93 |
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| 94 |
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| 96 |
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| 97 |
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| 98 |
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| 99 |
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| 100 |
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| 101 |
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| 102 |
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| 103 |
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| 104 |
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| 105 |
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| 106 |
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| 107 |
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| 108 |
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| 109 |
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| 110 |
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| 111 |
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| 112 |
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| 113 |
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| 114 |
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| 121 |
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| 122 |
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|
| 123 |
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| 124 |
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|
| 125 |
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|
| 126 |
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| 127 |
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| 128 |
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| 129 |
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| 130 |
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| 132 |
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| 133 |
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| 134 |
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| 135 |
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| 136 |
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| 137 |
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| 138 |
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| 139 |
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| 142 |
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| 143 |
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| 144 |
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| 145 |
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| 146 |
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| 147 |
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| 148 |
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| 149 |
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| 150 |
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| 152 |
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| 153 |
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| 154 |
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| 162 |
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| 163 |
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| 164 |
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| 165 |
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+
"SVHNVal:normalized_top1": 0.6792929292929292,
|
| 439 |
+
"SUN397Val:normalized_top1": 0.04869684499314129,
|
| 440 |
+
"avg_normalized_top1": 0.3169739911161328,
|
| 441 |
+
"avg_top1": 0.2951389193943296
|
| 442 |
+
}
|
| 443 |
+
},
|
| 444 |
+
"optimal_coef": 0.25
|
| 445 |
+
}
|
alpha8/lora_configurable_0.001_ViT-B-16_-k----/lora_configurable_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.7307548812336774,
|
| 3 |
+
"CarsVal": 0.7027027027027027,
|
| 4 |
+
"DTD": 0.7648936170212766,
|
| 5 |
+
"DTDVal": 0.7526595744680851,
|
| 6 |
+
"EuroSAT": 0.9837037037037037,
|
| 7 |
+
"EuroSATVal": 0.9855555555555555,
|
| 8 |
+
"GTSRB": 0.9804433887569279,
|
| 9 |
+
"GTSRBVal": 0.9966216216216216,
|
| 10 |
+
"MNIST": 0.995,
|
| 11 |
+
"MNISTVal": 0.9942,
|
| 12 |
+
"RESISC45": 0.9436507936507936,
|
| 13 |
+
"RESISC45Val": 0.9486772486772487,
|
| 14 |
+
"SUN397": 0.7239798488664987,
|
| 15 |
+
"SUN397Val": 0.7345088161209068,
|
| 16 |
+
"SVHN": 0.9616241548862938,
|
| 17 |
+
"SVHNVal": 0.9504
|
| 18 |
+
}
|
alpha8/lora_configurable_0.001_ViT-B-16_-kv---/lora_configurable_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
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|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.6720557144633752,
|
| 4 |
+
"DTD:top1": 0.5702127659574469,
|
| 5 |
+
"EuroSAT:top1": 0.76,
|
| 6 |
+
"GTSRB:top1": 0.7388756927949327,
|
| 7 |
+
"MNIST:top1": 0.9713,
|
| 8 |
+
"RESISC45:top1": 0.7736507936507937,
|
| 9 |
+
"SVHN:top1": 0.9076521204671174,
|
| 10 |
+
"SUN397:top1": 0.6759697732997481,
|
| 11 |
+
"Cars:normalized_top1": 0.8246604608576225,
|
| 12 |
+
"DTD:normalized_top1": 0.7029508196721311,
|
| 13 |
+
"EuroSAT:normalized_top1": 0.7676767676767677,
|
| 14 |
+
"GTSRB:normalized_top1": 0.7481760602902269,
|
| 15 |
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"MNIST:normalized_top1": 0.9749071564789723,
|
| 16 |
+
"RESISC45:normalized_top1": 0.8061528283162421,
|
| 17 |
+
"SVHN:normalized_top1": 0.931226106491152,
|
| 18 |
+
"SUN397:normalized_top1": 0.9018685307164941,
|
| 19 |
+
"avg_normalized_top1": 0.8322023413124511,
|
| 20 |
+
"avg_top1": 0.7587146075791767
|
| 21 |
+
},
|
| 22 |
+
"val": {
|
| 23 |
+
"0.0": {
|
| 24 |
+
"CarsVal:top1": 0.64004914004914,
|
| 25 |
+
"DTDVal:top1": 0.449468085106383,
|
| 26 |
+
"EuroSATVal:top1": 0.5381481481481482,
|
| 27 |
+
"GTSRBVal:top1": 0.4283033033033033,
|
| 28 |
+
"MNISTVal:top1": 0.5052,
|
| 29 |
+
"RESISC45Val:top1": 0.6756613756613756,
|
| 30 |
+
"SVHNVal:top1": 0.4456,
|
| 31 |
+
"SUN397Val:top1": 0.654911838790932,
|
| 32 |
+
"CarsVal:normalized_top1": 0.8166144200626959,
|
| 33 |
+
"DTDVal:normalized_top1": 0.5504885993485341,
|
| 34 |
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"EuroSATVal:normalized_top1": 0.5446026986506747,
|
| 35 |
+
"GTSRBVal:normalized_top1": 0.42894736842105263,
|
| 36 |
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"MNISTVal:normalized_top1": 0.5075346594333936,
|
| 37 |
+
"RESISC45Val:normalized_top1": 0.7001096491228069,
|
| 38 |
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"SVHNVal:normalized_top1": 0.46185737976782754,
|
| 39 |
+
"SUN397Val:normalized_top1": 0.8754208754208754,
|
| 40 |
+
"avg_normalized_top1": 0.6106969562784826,
|
| 41 |
+
"avg_top1": 0.5421677363824102
|
| 42 |
+
},
|
| 43 |
+
"0.05": {
|
| 44 |
+
"CarsVal:top1": 0.6609336609336609,
|
| 45 |
+
"DTDVal:top1": 0.4654255319148936,
|
| 46 |
+
"EuroSATVal:top1": 0.6292592592592593,
|
| 47 |
+
"GTSRBVal:top1": 0.48123123123123124,
|
| 48 |
+
"MNISTVal:top1": 0.757,
|
| 49 |
+
"RESISC45Val:top1": 0.7137566137566138,
|
| 50 |
+
"SVHNVal:top1": 0.557,
|
| 51 |
+
"SUN397Val:top1": 0.6680100755667506,
|
| 52 |
+
"CarsVal:normalized_top1": 0.8432601880877743,
|
| 53 |
+
"DTDVal:normalized_top1": 0.5700325732899022,
|
| 54 |
+
"EuroSATVal:normalized_top1": 0.6368065967016492,
|
| 55 |
+
"GTSRBVal:normalized_top1": 0.48195488721804514,
|
| 56 |
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"MNISTVal:normalized_top1": 0.7604982921438618,
|
| 57 |
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"RESISC45Val:normalized_top1": 0.7395833333333334,
|
| 58 |
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"SVHNVal:normalized_top1": 0.5773217247097845,
|
| 59 |
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"SUN397Val:normalized_top1": 0.8929292929292929,
|
| 60 |
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"avg_normalized_top1": 0.6877983610517053,
|
| 61 |
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"avg_top1": 0.6165770465828012
|
| 62 |
+
},
|
| 63 |
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"0.1": {
|
| 64 |
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"CarsVal:top1": 0.6793611793611793,
|
| 65 |
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"DTDVal:top1": 0.4973404255319149,
|
| 66 |
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"EuroSATVal:top1": 0.707037037037037,
|
| 67 |
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"GTSRBVal:top1": 0.5379129129129129,
|
| 68 |
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"MNISTVal:top1": 0.8868,
|
| 69 |
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"RESISC45Val:top1": 0.7465608465608465,
|
| 70 |
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"SVHNVal:top1": 0.646,
|
| 71 |
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"SUN397Val:top1": 0.6765743073047858,
|
| 72 |
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"CarsVal:normalized_top1": 0.8667711598746082,
|
| 73 |
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"DTDVal:normalized_top1": 0.6091205211726384,
|
| 74 |
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"EuroSATVal:normalized_top1": 0.7155172413793104,
|
| 75 |
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"GTSRBVal:normalized_top1": 0.5387218045112782,
|
| 76 |
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"MNISTVal:normalized_top1": 0.8908981314044606,
|
| 77 |
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"RESISC45Val:normalized_top1": 0.7735745614035088,
|
| 78 |
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"SVHNVal:normalized_top1": 0.6695688225538972,
|
| 79 |
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"SUN397Val:normalized_top1": 0.9043771043771043,
|
| 80 |
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"avg_normalized_top1": 0.7460686683346007,
|
| 81 |
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"avg_top1": 0.6721983385885846
|
| 82 |
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},
|
| 83 |
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"0.15000000000000002": {
|
| 84 |
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"CarsVal:top1": 0.6818181818181818,
|
| 85 |
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"DTDVal:top1": 0.5186170212765957,
|
| 86 |
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"EuroSATVal:top1": 0.7759259259259259,
|
| 87 |
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"GTSRBVal:top1": 0.5968468468468469,
|
| 88 |
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|
| 89 |
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"RESISC45Val:top1": 0.7645502645502645,
|
| 90 |
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"SVHNVal:top1": 0.723,
|
| 91 |
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|
| 92 |
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"CarsVal:normalized_top1": 0.8699059561128526,
|
| 93 |
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"DTDVal:normalized_top1": 0.6351791530944625,
|
| 94 |
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"EuroSATVal:normalized_top1": 0.785232383808096,
|
| 95 |
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"GTSRBVal:normalized_top1": 0.5977443609022557,
|
| 96 |
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"MNISTVal:normalized_top1": 0.9393208760297369,
|
| 97 |
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"RESISC45Val:normalized_top1": 0.7922149122807017,
|
| 98 |
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"SVHNVal:normalized_top1": 0.7493781094527363,
|
| 99 |
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"SUN397Val:normalized_top1": 0.9178451178451179,
|
| 100 |
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"avg_normalized_top1": 0.7858526086907449,
|
| 101 |
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"avg_top1": 0.7103010143091538
|
| 102 |
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},
|
| 103 |
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"0.2": {
|
| 104 |
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"CarsVal:top1": 0.6793611793611793,
|
| 105 |
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"DTDVal:top1": 0.5398936170212766,
|
| 106 |
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"EuroSATVal:top1": 0.7851851851851852,
|
| 107 |
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"GTSRBVal:top1": 0.661036036036036,
|
| 108 |
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"MNISTVal:top1": 0.9542,
|
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"SVHNVal:normalized_top1": 0.8478441127694859,
|
| 379 |
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"SUN397Val:normalized_top1": 0.08956228956228955,
|
| 380 |
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"avg_normalized_top1": 0.3694007791320195,
|
| 381 |
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"avg_top1": 0.35115120650331005
|
| 382 |
+
},
|
| 383 |
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"0.9": {
|
| 384 |
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"CarsVal:top1": 0.0343980343980344,
|
| 385 |
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|
| 386 |
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|
| 387 |
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|
| 388 |
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|
| 389 |
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|
| 390 |
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|
| 391 |
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|
| 392 |
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|
| 393 |
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|
| 394 |
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|
| 395 |
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|
| 396 |
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|
| 397 |
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|
| 398 |
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|
| 399 |
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|
| 400 |
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"avg_normalized_top1": 0.3257161457933808,
|
| 401 |
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"avg_top1": 0.31189564110534285
|
| 402 |
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},
|
| 403 |
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"0.9500000000000001": {
|
| 404 |
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"CarsVal:top1": 0.02457002457002457,
|
| 405 |
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|
| 406 |
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|
| 407 |
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|
| 408 |
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|
| 409 |
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|
| 410 |
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|
| 411 |
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|
| 412 |
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"CarsVal:normalized_top1": 0.03134796238244514,
|
| 413 |
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"DTDVal:normalized_top1": 0.18566775244299674,
|
| 414 |
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"EuroSATVal:normalized_top1": 0.08958020989505248,
|
| 415 |
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"GTSRBVal:normalized_top1": 0.20864661654135339,
|
| 416 |
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"MNISTVal:normalized_top1": 0.8947156921840466,
|
| 417 |
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"RESISC45Val:normalized_top1": 0.08881578947368421,
|
| 418 |
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"SVHNVal:normalized_top1": 0.7835820895522388,
|
| 419 |
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"SUN397Val:normalized_top1": 0.02356902356902357,
|
| 420 |
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"avg_normalized_top1": 0.28824064200510513,
|
| 421 |
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"avg_top1": 0.2778705185788269
|
| 422 |
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},
|
| 423 |
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"1.0": {
|
| 424 |
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"CarsVal:top1": 0.014742014742014743,
|
| 425 |
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"DTDVal:top1": 0.12234042553191489,
|
| 426 |
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"EuroSATVal:top1": 0.07666666666666666,
|
| 427 |
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"GTSRBVal:top1": 0.14264264264264265,
|
| 428 |
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"MNISTVal:top1": 0.8462,
|
| 429 |
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"RESISC45Val:top1": 0.06455026455026455,
|
| 430 |
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"SVHNVal:top1": 0.7116,
|
| 431 |
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"SUN397Val:top1": 0.01057934508816121,
|
| 432 |
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"CarsVal:normalized_top1": 0.018808777429467086,
|
| 433 |
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"DTDVal:normalized_top1": 0.14983713355048858,
|
| 434 |
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"EuroSATVal:normalized_top1": 0.07758620689655173,
|
| 435 |
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"GTSRBVal:normalized_top1": 0.14285714285714288,
|
| 436 |
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"MNISTVal:normalized_top1": 0.8501105083383564,
|
| 437 |
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"RESISC45Val:normalized_top1": 0.0668859649122807,
|
| 438 |
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"SVHNVal:normalized_top1": 0.7375621890547264,
|
| 439 |
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"SUN397Val:normalized_top1": 0.014141414141414142,
|
| 440 |
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"avg_normalized_top1": 0.2572236671475535,
|
| 441 |
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"avg_top1": 0.2486651699027081
|
| 442 |
+
}
|
| 443 |
+
},
|
| 444 |
+
"optimal_coef": 0.30000000000000004
|
| 445 |
+
}
|
alpha8/lora_configurable_0.001_ViT-B-16_-kv---/lora_configurable_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.8149483895037931,
|
| 3 |
+
"CarsVal": 0.7837837837837838,
|
| 4 |
+
"DTD": 0.8111702127659575,
|
| 5 |
+
"DTDVal": 0.8164893617021277,
|
| 6 |
+
"EuroSAT": 0.99,
|
| 7 |
+
"EuroSATVal": 0.9881481481481481,
|
| 8 |
+
"GTSRB": 0.98756927949327,
|
| 9 |
+
"GTSRBVal": 0.9984984984984985,
|
| 10 |
+
"MNIST": 0.9963,
|
| 11 |
+
"MNISTVal": 0.9954,
|
| 12 |
+
"RESISC45": 0.9596825396825397,
|
| 13 |
+
"RESISC45Val": 0.9650793650793651,
|
| 14 |
+
"SUN397": 0.7495214105793451,
|
| 15 |
+
"SUN397Val": 0.7481108312342569,
|
| 16 |
+
"SVHN": 0.9746850030731408,
|
| 17 |
+
"SVHNVal": 0.9648
|
| 18 |
+
}
|
alpha8/lora_configurable_0.001_ViT-B-16_q-----/lora_configurable_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
|
|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.6388508891928865,
|
| 4 |
+
"DTD:top1": 0.5143617021276595,
|
| 5 |
+
"EuroSAT:top1": 0.6514814814814814,
|
| 6 |
+
"GTSRB:top1": 0.5904196357878068,
|
| 7 |
+
"MNIST:top1": 0.9528,
|
| 8 |
+
"RESISC45:top1": 0.7192063492063492,
|
| 9 |
+
"SVHN:top1": 0.8480716041794715,
|
| 10 |
+
"SUN397:top1": 0.6072544080604534,
|
| 11 |
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"Cars:normalized_top1": 0.8809809638140971,
|
| 12 |
+
"DTD:normalized_top1": 0.671061762664816,
|
| 13 |
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"EuroSAT:normalized_top1": 0.6615268898081985,
|
| 14 |
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"GTSRB:normalized_top1": 0.6047360311410266,
|
| 15 |
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"MNIST:normalized_top1": 0.9580693815987933,
|
| 16 |
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"RESISC45:normalized_top1": 0.7643387314439946,
|
| 17 |
+
"SVHN:normalized_top1": 0.8828328068140922,
|
| 18 |
+
"SUN397:normalized_top1": 0.8431729155008393,
|
| 19 |
+
"avg_normalized_top1": 0.7833399353482322,
|
| 20 |
+
"avg_top1": 0.6903057587545136
|
| 21 |
+
},
|
| 22 |
+
"val": {
|
| 23 |
+
"0.0": {
|
| 24 |
+
"CarsVal:top1": 0.64004914004914,
|
| 25 |
+
"DTDVal:top1": 0.449468085106383,
|
| 26 |
+
"EuroSATVal:top1": 0.5381481481481482,
|
| 27 |
+
"GTSRBVal:top1": 0.4283033033033033,
|
| 28 |
+
"MNISTVal:top1": 0.5052,
|
| 29 |
+
"RESISC45Val:top1": 0.6756613756613756,
|
| 30 |
+
"SVHNVal:top1": 0.4456,
|
| 31 |
+
"SUN397Val:top1": 0.654911838790932,
|
| 32 |
+
"CarsVal:normalized_top1": 0.8998272884283247,
|
| 33 |
+
"DTDVal:normalized_top1": 0.5888501742160278,
|
| 34 |
+
"EuroSATVal:normalized_top1": 0.5472693032015066,
|
| 35 |
+
"GTSRBVal:normalized_top1": 0.42991710625470986,
|
| 36 |
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"MNISTVal:normalized_top1": 0.5078407720144752,
|
| 37 |
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"RESISC45Val:normalized_top1": 0.7122141662018963,
|
| 38 |
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"SVHNVal:normalized_top1": 0.4712351945854484,
|
| 39 |
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"SUN397Val:normalized_top1": 0.9027777777777778,
|
| 40 |
+
"avg_normalized_top1": 0.6324914728350208,
|
| 41 |
+
"avg_top1": 0.5421677363824102
|
| 42 |
+
},
|
| 43 |
+
"0.05": {
|
| 44 |
+
"CarsVal:top1": 0.6597051597051597,
|
| 45 |
+
"DTDVal:top1": 0.47606382978723405,
|
| 46 |
+
"EuroSATVal:top1": 0.6122222222222222,
|
| 47 |
+
"GTSRBVal:top1": 0.4774774774774775,
|
| 48 |
+
"MNISTVal:top1": 0.739,
|
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| 319 |
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"SUN397Val:normalized_top1": 0.5243055555555556,
|
| 320 |
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"avg_normalized_top1": 0.5934854222289547,
|
| 321 |
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"avg_top1": 0.5343909668179095
|
| 322 |
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},
|
| 323 |
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|
| 324 |
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|
| 325 |
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|
| 326 |
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"EuroSATVal:top1": 0.30592592592592593,
|
| 327 |
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|
| 328 |
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|
| 329 |
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| 330 |
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| 331 |
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| 332 |
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| 333 |
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| 334 |
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| 335 |
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| 336 |
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| 337 |
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| 338 |
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| 339 |
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| 340 |
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| 341 |
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|
| 342 |
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| 343 |
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| 344 |
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| 345 |
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| 346 |
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| 347 |
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| 348 |
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| 349 |
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| 350 |
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| 351 |
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| 352 |
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| 353 |
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| 354 |
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"EuroSATVal:normalized_top1": 0.26478342749529193,
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| 355 |
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| 361 |
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| 362 |
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| 363 |
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| 364 |
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| 365 |
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| 366 |
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| 367 |
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| 368 |
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| 377 |
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|
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|
| 381 |
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|
| 382 |
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| 383 |
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| 384 |
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| 385 |
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|
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|
| 402 |
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| 403 |
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| 404 |
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| 405 |
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| 407 |
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|
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|
| 414 |
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|
| 415 |
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|
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|
| 417 |
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|
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|
| 419 |
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|
| 420 |
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|
| 421 |
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|
| 422 |
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|
| 423 |
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|
| 424 |
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|
| 425 |
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|
| 426 |
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|
| 427 |
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|
| 428 |
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|
| 429 |
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|
| 430 |
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|
| 431 |
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|
| 432 |
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|
| 433 |
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|
| 434 |
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|
| 435 |
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|
| 436 |
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|
| 437 |
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|
| 438 |
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|
| 439 |
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|
| 440 |
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|
| 441 |
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|
| 442 |
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}
|
| 443 |
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},
|
| 444 |
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"optimal_coef": 0.25
|
| 445 |
+
}
|
alpha8/lora_configurable_0.001_ViT-B-16_q-----/lora_configurable_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.7251585623678647,
|
| 3 |
+
"CarsVal": 0.7113022113022113,
|
| 4 |
+
"DTD": 0.7664893617021277,
|
| 5 |
+
"DTDVal": 0.7632978723404256,
|
| 6 |
+
"EuroSAT": 0.9848148148148148,
|
| 7 |
+
"EuroSATVal": 0.9833333333333333,
|
| 8 |
+
"GTSRB": 0.976326207442597,
|
| 9 |
+
"GTSRBVal": 0.9962462462462462,
|
| 10 |
+
"MNIST": 0.9945,
|
| 11 |
+
"MNISTVal": 0.9948,
|
| 12 |
+
"RESISC45": 0.940952380952381,
|
| 13 |
+
"RESISC45Val": 0.9486772486772487,
|
| 14 |
+
"SUN397": 0.7202015113350126,
|
| 15 |
+
"SUN397Val": 0.72544080604534,
|
| 16 |
+
"SVHN": 0.9606253841425937,
|
| 17 |
+
"SVHNVal": 0.9456
|
| 18 |
+
}
|
alpha8/lora_configurable_0.001_ViT-B-16_q-v---/lora_configurable_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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| 1 |
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| 3 |
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|
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|
| 442 |
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|
| 443 |
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|
| 444 |
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|
| 445 |
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}
|
alpha8/lora_configurable_0.001_ViT-B-16_q-v---/lora_configurable_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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| 1 |
+
{
|
| 2 |
+
"Cars": 0.8171869170501181,
|
| 3 |
+
"CarsVal": 0.7874692874692875,
|
| 4 |
+
"DTD": 0.8212765957446808,
|
| 5 |
+
"DTDVal": 0.8058510638297872,
|
| 6 |
+
"EuroSAT": 0.9896296296296296,
|
| 7 |
+
"EuroSATVal": 0.987037037037037,
|
| 8 |
+
"GTSRB": 0.9880443388756928,
|
| 9 |
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"GTSRBVal": 0.9992492492492493,
|
| 10 |
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"MNIST": 0.997,
|
| 11 |
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"MNISTVal": 0.995,
|
| 12 |
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"RESISC45": 0.9611111111111111,
|
| 13 |
+
"RESISC45Val": 0.9629629629629629,
|
| 14 |
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"SUN397": 0.7506801007556675,
|
| 15 |
+
"SUN397Val": 0.7546599496221662,
|
| 16 |
+
"SVHN": 0.9750307314074985,
|
| 17 |
+
"SVHNVal": 0.9654
|
| 18 |
+
}
|
alpha8/lora_configurable_0.001_ViT-B-16_qkv---/lora_configurable_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
| 1 |
+
{
|
| 2 |
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"test": {
|
| 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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| 16 |
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| 17 |
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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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|
| 23 |
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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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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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| 50 |
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| 62 |
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| 63 |
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| 64 |
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| 65 |
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| 67 |
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| 70 |
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| 83 |
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| 445 |
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|
alpha8/lora_configurable_0.001_ViT-B-16_qkv---/lora_configurable_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
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|
| 1 |
+
{
|
| 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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|
| 16 |
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|
| 17 |
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|
| 18 |
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}
|
alpha8/lora_configurable_0.001_ViT-B-16_qkvofp/lora_configurable_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.680139286158438,
|
| 4 |
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"DTD:top1": 0.5452127659574468,
|
| 5 |
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"EuroSAT:top1": 0.7885185185185185,
|
| 6 |
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"GTSRB:top1": 0.7992874109263658,
|
| 7 |
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"MNIST:top1": 0.9785,
|
| 8 |
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"RESISC45:top1": 0.7792063492063492,
|
| 9 |
+
"SVHN:top1": 0.8758451137062078,
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| 10 |
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"SUN397:top1": 0.6687657430730478,
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| 11 |
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"Cars:normalized_top1": 0.7832999140647379,
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| 12 |
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"DTD:normalized_top1": 0.6708115183246074,
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| 13 |
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"EuroSAT:normalized_top1": 0.7952932387000373,
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| 14 |
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"GTSRB:normalized_top1": 0.8068899368555671,
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| 15 |
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"MNIST:normalized_top1": 0.981444332998997,
|
| 16 |
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"RESISC45:normalized_top1": 0.8043585122071113,
|
| 17 |
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"SVHN:normalized_top1": 0.8944684189878385,
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| 18 |
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"SUN397:normalized_top1": 0.8660056102811663,
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| 19 |
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"avg_normalized_top1": 0.8253214353025079,
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| 20 |
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"avg_top1": 0.7644343984432967
|
| 21 |
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},
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| 22 |
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"val": {
|
| 23 |
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"0.0": {
|
| 24 |
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"CarsVal:top1": 0.64004914004914,
|
| 25 |
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"DTDVal:top1": 0.449468085106383,
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| 26 |
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"EuroSATVal:top1": 0.5381481481481482,
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| 27 |
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"GTSRBVal:top1": 0.4283033033033033,
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| 28 |
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"MNISTVal:top1": 0.5052,
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| 29 |
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"RESISC45Val:top1": 0.6756613756613756,
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| 30 |
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"SVHNVal:top1": 0.4456,
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| 31 |
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"SUN397Val:top1": 0.654911838790932,
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| 32 |
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"CarsVal:normalized_top1": 0.7474892395982783,
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| 33 |
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"DTDVal:normalized_top1": 0.5416666666666666,
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| 34 |
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"EuroSATVal:normalized_top1": 0.5437874251497006,
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| 35 |
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"GTSRBVal:normalized_top1": 0.4286250939143501,
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| 36 |
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"MNISTVal:normalized_top1": 0.5072289156626506,
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| 37 |
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"RESISC45Val:normalized_top1": 0.6970524017467248,
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| 38 |
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"SVHNVal:normalized_top1": 0.4590974654852668,
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| 39 |
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"SUN397Val:normalized_top1": 0.8430609597924772,
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| 40 |
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"avg_normalized_top1": 0.5960010210020144,
|
| 41 |
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"avg_top1": 0.5421677363824102
|
| 42 |
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},
|
| 43 |
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"0.05": {
|
| 44 |
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"CarsVal:top1": 0.6695331695331695,
|
| 45 |
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"DTDVal:top1": 0.47074468085106386,
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| 46 |
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"EuroSATVal:top1": 0.6662962962962963,
|
| 47 |
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"GTSRBVal:top1": 0.5281531531531531,
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| 48 |
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"MNISTVal:top1": 0.8492,
|
| 49 |
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"RESISC45Val:top1": 0.7301587301587301,
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| 50 |
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"SVHNVal:top1": 0.5784,
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| 51 |
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"SUN397Val:top1": 0.6675062972292192,
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| 52 |
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"CarsVal:normalized_top1": 0.7819225251076041,
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| 53 |
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"DTDVal:normalized_top1": 0.5673076923076924,
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| 54 |
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"EuroSATVal:normalized_top1": 0.6732784431137724,
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| 55 |
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"GTSRBVal:normalized_top1": 0.5285499624342599,
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| 56 |
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"MNISTVal:normalized_top1": 0.8526104417670682,
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| 57 |
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"RESISC45Val:normalized_top1": 0.7532751091703056,
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| 58 |
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"SVHNVal:normalized_top1": 0.595920049453946,
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| 59 |
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"SUN397Val:normalized_top1": 0.8592736705577173,
|
| 60 |
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"avg_normalized_top1": 0.7015172367390456,
|
| 61 |
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"avg_top1": 0.644999040902704
|
| 62 |
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},
|
| 63 |
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"0.1": {
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| 64 |
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"CarsVal:top1": 0.6805896805896806,
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| 65 |
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"DTDVal:top1": 0.4920212765957447,
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| 66 |
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"EuroSATVal:top1": 0.7596296296296297,
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| 67 |
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"GTSRBVal:top1": 0.6111111111111112,
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| 68 |
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"MNISTVal:top1": 0.9364,
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| 69 |
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"RESISC45Val:top1": 0.771957671957672,
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| 70 |
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"SVHNVal:top1": 0.6776,
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| 71 |
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"SUN397Val:top1": 0.6775818639798489,
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| 72 |
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"CarsVal:normalized_top1": 0.7948350071736011,
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| 73 |
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"DTDVal:normalized_top1": 0.592948717948718,
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| 74 |
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"EuroSATVal:normalized_top1": 0.7675898203592815,
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| 75 |
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"GTSRBVal:normalized_top1": 0.6115702479338844,
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| 76 |
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"MNISTVal:normalized_top1": 0.9401606425702811,
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| 77 |
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"RESISC45Val:normalized_top1": 0.7963973799126637,
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| 78 |
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"SVHNVal:normalized_top1": 0.6981248712136823,
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| 79 |
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"SUN397Val:normalized_top1": 0.8722438391699092,
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| 80 |
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"avg_normalized_top1": 0.7592338157852526,
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| 81 |
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"avg_top1": 0.7008614042329608
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| 82 |
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},
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| 83 |
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"0.15000000000000002": {
|
| 84 |
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"CarsVal:top1": 0.687960687960688,
|
| 85 |
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"DTDVal:top1": 0.5132978723404256,
|
| 86 |
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"EuroSATVal:top1": 0.7896296296296297,
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| 87 |
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"GTSRBVal:top1": 0.6978228228228228,
|
| 88 |
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"MNISTVal:top1": 0.9604,
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| 89 |
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"RESISC45Val:top1": 0.7841269841269841,
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| 90 |
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"SVHNVal:top1": 0.7404,
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| 91 |
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"SUN397Val:top1": 0.6811083123425693,
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| 92 |
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"CarsVal:normalized_top1": 0.8034433285509326,
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| 93 |
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"DTDVal:normalized_top1": 0.6185897435897436,
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| 94 |
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"EuroSATVal:normalized_top1": 0.7979041916167665,
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| 95 |
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"GTSRBVal:normalized_top1": 0.6983471074380165,
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| 96 |
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"MNISTVal:normalized_top1": 0.9642570281124498,
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| 97 |
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"RESISC45Val:normalized_top1": 0.8089519650655022,
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"SVHNVal:normalized_top1": 0.7628271172470636,
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| 99 |
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"SUN397Val:normalized_top1": 0.8767833981841764,
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| 100 |
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"avg_normalized_top1": 0.7913879849755814,
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| 101 |
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"avg_top1": 0.7318432886528901
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| 102 |
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},
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| 103 |
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"0.2": {
|
| 104 |
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"CarsVal:top1": 0.6928746928746928,
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| 105 |
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"DTDVal:top1": 0.5212765957446809,
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| 106 |
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"EuroSATVal:top1": 0.7937037037037037,
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| 107 |
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"GTSRBVal:top1": 0.7747747747747747,
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| 108 |
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"MNISTVal:top1": 0.9712,
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| 109 |
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"RESISC45Val:top1": 0.78994708994709,
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| 110 |
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"SVHNVal:top1": 0.793,
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| 111 |
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"SUN397Val:top1": 0.6745591939546599,
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| 112 |
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"CarsVal:normalized_top1": 0.8091822094691534,
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| 113 |
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"DTDVal:normalized_top1": 0.6282051282051283,
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| 114 |
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"EuroSATVal:normalized_top1": 0.8020209580838323,
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| 115 |
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"GTSRBVal:normalized_top1": 0.7753568745304282,
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| 116 |
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"MNISTVal:normalized_top1": 0.9751004016064256,
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| 117 |
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"RESISC45Val:normalized_top1": 0.8149563318777292,
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| 118 |
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"SVHNVal:normalized_top1": 0.8170203997527303,
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| 119 |
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"SUN397Val:normalized_top1": 0.8683527885862515,
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| 120 |
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"avg_normalized_top1": 0.8112743865139599,
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| 121 |
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"avg_top1": 0.7514170063749502
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| 122 |
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},
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| 123 |
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"0.25": {
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| 124 |
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"CarsVal:top1": 0.6769041769041769,
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| 125 |
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"DTDVal:top1": 0.5319148936170213,
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| 126 |
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"EuroSATVal:top1": 0.7855555555555556,
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| 127 |
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"GTSRBVal:top1": 0.8198198198198198,
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| 128 |
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"MNISTVal:top1": 0.978,
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| 129 |
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"RESISC45Val:top1": 0.7904761904761904,
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"SVHNVal:top1": 0.8266,
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"SUN397Val:top1": 0.672544080604534,
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| 132 |
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"CarsVal:normalized_top1": 0.7905308464849354,
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| 133 |
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"DTDVal:normalized_top1": 0.6410256410256411,
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| 134 |
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"EuroSATVal:normalized_top1": 0.7937874251497006,
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"GTSRBVal:normalized_top1": 0.8204357625845228,
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"MNISTVal:normalized_top1": 0.9819277108433735,
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"RESISC45Val:normalized_top1": 0.8155021834061135,
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| 138 |
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"SVHNVal:normalized_top1": 0.8516381619616732,
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"RESISC45Val:top1": 0.15608465608465608,
|
| 410 |
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"SVHNVal:top1": 0.622,
|
| 411 |
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|
| 412 |
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"CarsVal:normalized_top1": 0.002869440459110473,
|
| 413 |
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"DTDVal:normalized_top1": 0.21794871794871798,
|
| 414 |
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"EuroSATVal:normalized_top1": 0.20172155688622753,
|
| 415 |
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"GTSRBVal:normalized_top1": 0.2321562734785875,
|
| 416 |
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"MNISTVal:normalized_top1": 0.906425702811245,
|
| 417 |
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"RESISC45Val:normalized_top1": 0.16102620087336242,
|
| 418 |
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"SVHNVal:normalized_top1": 0.6408407170822171,
|
| 419 |
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"SUN397Val:normalized_top1": 0.031776913099870296,
|
| 420 |
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"avg_normalized_top1": 0.2993456903299173,
|
| 421 |
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"avg_top1": 0.29006118406526255
|
| 422 |
+
},
|
| 423 |
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"1.0": {
|
| 424 |
+
"CarsVal:top1": 0.002457002457002457,
|
| 425 |
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"DTDVal:top1": 0.14627659574468085,
|
| 426 |
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"EuroSATVal:top1": 0.18037037037037038,
|
| 427 |
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"GTSRBVal:top1": 0.18693693693693694,
|
| 428 |
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"MNISTVal:top1": 0.881,
|
| 429 |
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"RESISC45Val:top1": 0.12275132275132275,
|
| 430 |
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"SVHNVal:top1": 0.541,
|
| 431 |
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"SUN397Val:top1": 0.017632241813602016,
|
| 432 |
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"CarsVal:normalized_top1": 0.002869440459110473,
|
| 433 |
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"DTDVal:normalized_top1": 0.1762820512820513,
|
| 434 |
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"EuroSATVal:normalized_top1": 0.18226047904191617,
|
| 435 |
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"GTSRBVal:normalized_top1": 0.18707738542449287,
|
| 436 |
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"MNISTVal:normalized_top1": 0.8845381526104418,
|
| 437 |
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"RESISC45Val:normalized_top1": 0.12663755458515283,
|
| 438 |
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"SVHNVal:normalized_top1": 0.5573871831856584,
|
| 439 |
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"SUN397Val:normalized_top1": 0.022697795071335927,
|
| 440 |
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"avg_normalized_top1": 0.26746875520752,
|
| 441 |
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"avg_top1": 0.2598030587592394
|
| 442 |
+
}
|
| 443 |
+
},
|
| 444 |
+
"optimal_coef": 0.25
|
| 445 |
+
}
|
alpha8/lora_configurable_0.001_ViT-B-16_qkvofp/lora_configurable_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.8682999626912076,
|
| 3 |
+
"CarsVal": 0.8562653562653563,
|
| 4 |
+
"DTD": 0.8127659574468085,
|
| 5 |
+
"DTDVal": 0.8297872340425532,
|
| 6 |
+
"EuroSAT": 0.9914814814814815,
|
| 7 |
+
"EuroSATVal": 0.9896296296296296,
|
| 8 |
+
"GTSRB": 0.990577988915281,
|
| 9 |
+
"GTSRBVal": 0.9992492492492493,
|
| 10 |
+
"MNIST": 0.997,
|
| 11 |
+
"MNISTVal": 0.996,
|
| 12 |
+
"RESISC45": 0.9687301587301588,
|
| 13 |
+
"RESISC45Val": 0.9693121693121693,
|
| 14 |
+
"SUN397": 0.7722418136020152,
|
| 15 |
+
"SUN397Val": 0.7768261964735517,
|
| 16 |
+
"SVHN": 0.979179471419791,
|
| 17 |
+
"SVHNVal": 0.9706
|
| 18 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_----f-_lambda1.0/lora_configurable_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.6627285163536873,
|
| 4 |
+
"DTD:top1": 0.5563829787234043,
|
| 5 |
+
"EuroSAT:top1": 0.8207407407407408,
|
| 6 |
+
"GTSRB:top1": 0.8156769596199525,
|
| 7 |
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"MNIST:top1": 0.9738,
|
| 8 |
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"RESISC45:top1": 0.7628571428571429,
|
| 9 |
+
"SVHN:top1": 0.8768438844499078,
|
| 10 |
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"SUN397:top1": 0.6790931989924434,
|
| 11 |
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"Cars:normalized_top1": 0.7883136094674557,
|
| 12 |
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"DTD:normalized_top1": 0.6796621182586094,
|
| 13 |
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"EuroSAT:normalized_top1": 0.826865671641791,
|
| 14 |
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"GTSRB:normalized_top1": 0.8246217882013928,
|
| 15 |
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"MNIST:normalized_top1": 0.9770241797933179,
|
| 16 |
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"RESISC45:normalized_top1": 0.7941176470588236,
|
| 17 |
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"SVHN:normalized_top1": 0.897989692749518,
|
| 18 |
+
"SUN397:normalized_top1": 0.8844564004986549,
|
| 19 |
+
"avg_normalized_top1": 0.8341313884586954,
|
| 20 |
+
"avg_top1": 0.7685154277171599
|
| 21 |
+
},
|
| 22 |
+
"val": {
|
| 23 |
+
"0.0": {
|
| 24 |
+
"CarsVal:top1": 0.64004914004914,
|
| 25 |
+
"DTDVal:top1": 0.449468085106383,
|
| 26 |
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"EuroSATVal:top1": 0.5381481481481482,
|
| 27 |
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"GTSRBVal:top1": 0.4283033033033033,
|
| 28 |
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"MNISTVal:top1": 0.5052,
|
| 29 |
+
"RESISC45Val:top1": 0.6756613756613756,
|
| 30 |
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"SVHNVal:top1": 0.4456,
|
| 31 |
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"SUN397Val:top1": 0.654911838790932,
|
| 32 |
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"CarsVal:normalized_top1": 0.7787742899850523,
|
| 33 |
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"DTDVal:normalized_top1": 0.5331230283911672,
|
| 34 |
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"EuroSATVal:normalized_top1": 0.544194756554307,
|
| 35 |
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"GTSRBVal:normalized_top1": 0.4287861706125517,
|
| 36 |
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"MNISTVal:normalized_top1": 0.5071270829150772,
|
| 37 |
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"RESISC45Val:normalized_top1": 0.6985776805251641,
|
| 38 |
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"SVHNVal:normalized_top1": 0.4610927152317881,
|
| 39 |
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"SUN397Val:normalized_top1": 0.8597883597883598,
|
| 40 |
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"avg_normalized_top1": 0.6014330105004334,
|
| 41 |
+
"avg_top1": 0.5421677363824102
|
| 42 |
+
},
|
| 43 |
+
"0.05": {
|
| 44 |
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"CarsVal:top1": 0.6597051597051597,
|
| 45 |
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"DTDVal:top1": 0.4627659574468085,
|
| 46 |
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"EuroSATVal:top1": 0.6422222222222222,
|
| 47 |
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"GTSRBVal:top1": 0.48460960960960964,
|
| 48 |
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"MNISTVal:top1": 0.7272,
|
| 49 |
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"RESISC45Val:top1": 0.707936507936508,
|
| 50 |
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"SVHNVal:top1": 0.5312,
|
| 51 |
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"SUN397Val:top1": 0.6619647355163728,
|
| 52 |
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"CarsVal:normalized_top1": 0.8026905829596412,
|
| 53 |
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"DTDVal:normalized_top1": 0.5488958990536277,
|
| 54 |
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"EuroSATVal:normalized_top1": 0.6494382022471911,
|
| 55 |
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"GTSRBVal:normalized_top1": 0.4851559564073657,
|
| 56 |
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"MNISTVal:normalized_top1": 0.7299739008231279,
|
| 57 |
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"RESISC45Val:normalized_top1": 0.7319474835886215,
|
| 58 |
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"SVHNVal:normalized_top1": 0.5496688741721855,
|
| 59 |
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"SUN397Val:normalized_top1": 0.8690476190476191,
|
| 60 |
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"avg_normalized_top1": 0.6708523147874224,
|
| 61 |
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"avg_top1": 0.6097005240545851
|
| 62 |
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},
|
| 63 |
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"0.1": {
|
| 64 |
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"CarsVal:top1": 0.6695331695331695,
|
| 65 |
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"DTDVal:top1": 0.48138297872340424,
|
| 66 |
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"EuroSATVal:top1": 0.7281481481481481,
|
| 67 |
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"GTSRBVal:top1": 0.5664414414414415,
|
| 68 |
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"MNISTVal:top1": 0.882,
|
| 69 |
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"RESISC45Val:top1": 0.735978835978836,
|
| 70 |
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"SVHNVal:top1": 0.61,
|
| 71 |
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"SUN397Val:top1": 0.6700251889168766,
|
| 72 |
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"CarsVal:normalized_top1": 0.8146487294469357,
|
| 73 |
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"DTDVal:normalized_top1": 0.5709779179810726,
|
| 74 |
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"EuroSATVal:normalized_top1": 0.7363295880149812,
|
| 75 |
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"GTSRBVal:normalized_top1": 0.5670800450958287,
|
| 76 |
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"MNISTVal:normalized_top1": 0.8853643846617145,
|
| 77 |
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"RESISC45Val:normalized_top1": 0.7609409190371991,
|
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|
| 349 |
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|
| 350 |
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| 351 |
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| 352 |
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"CarsVal:normalized_top1": 0.02989536621823617,
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| 353 |
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"DTDVal:normalized_top1": 0.2996845425867508,
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| 354 |
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"EuroSATVal:normalized_top1": 0.20486891385767791,
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| 355 |
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| 356 |
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| 357 |
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| 358 |
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| 359 |
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| 360 |
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| 361 |
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| 362 |
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| 363 |
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| 364 |
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| 365 |
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| 366 |
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| 367 |
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| 368 |
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| 369 |
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| 370 |
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| 372 |
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| 373 |
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| 377 |
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| 378 |
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| 379 |
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| 380 |
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|
| 381 |
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|
| 382 |
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|
| 383 |
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|
| 384 |
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| 385 |
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| 386 |
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| 387 |
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| 388 |
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| 390 |
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| 391 |
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| 392 |
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|
| 400 |
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|
| 401 |
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|
| 402 |
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| 403 |
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| 404 |
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| 405 |
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| 407 |
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| 408 |
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| 410 |
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| 413 |
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| 414 |
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|
| 415 |
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| 416 |
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|
| 417 |
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|
| 418 |
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| 419 |
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|
| 420 |
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|
| 421 |
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|
| 422 |
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|
| 423 |
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|
| 424 |
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|
| 425 |
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|
| 426 |
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|
| 427 |
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|
| 428 |
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|
| 429 |
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|
| 430 |
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|
| 431 |
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|
| 432 |
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|
| 433 |
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|
| 434 |
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|
| 435 |
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|
| 436 |
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|
| 437 |
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|
| 438 |
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|
| 439 |
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|
| 440 |
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|
| 441 |
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"avg_top1": 0.2574849405516979
|
| 442 |
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}
|
| 443 |
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},
|
| 444 |
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"optimal_coef": 0.30000000000000004
|
| 445 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_----f-_lambda1.0/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.8406914562865315,
|
| 3 |
+
"CarsVal": 0.8218673218673219,
|
| 4 |
+
"DTD": 0.8186170212765957,
|
| 5 |
+
"DTDVal": 0.8430851063829787,
|
| 6 |
+
"EuroSAT": 0.9925925925925926,
|
| 7 |
+
"EuroSATVal": 0.9888888888888889,
|
| 8 |
+
"GTSRB": 0.9891528107680126,
|
| 9 |
+
"GTSRBVal": 0.9988738738738738,
|
| 10 |
+
"MNIST": 0.9967,
|
| 11 |
+
"MNISTVal": 0.9962,
|
| 12 |
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"RESISC45": 0.9606349206349206,
|
| 13 |
+
"RESISC45Val": 0.9671957671957672,
|
| 14 |
+
"SUN397": 0.767808564231738,
|
| 15 |
+
"SUN397Val": 0.761712846347607,
|
| 16 |
+
"SVHN": 0.9764520590043024,
|
| 17 |
+
"SVHNVal": 0.9664
|
| 18 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_---o--_lambda1.0/lora_configurable_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.6905857480412884,
|
| 4 |
+
"DTD:top1": 0.5829787234042553,
|
| 5 |
+
"EuroSAT:top1": 0.88,
|
| 6 |
+
"GTSRB:top1": 0.8135391923990499,
|
| 7 |
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"MNIST:top1": 0.9776,
|
| 8 |
+
"RESISC45:top1": 0.7682539682539683,
|
| 9 |
+
"SVHN:top1": 0.8587123540258144,
|
| 10 |
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"SUN397:top1": 0.6827707808564232,
|
| 11 |
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"Cars:normalized_top1": 0.8488229899113421,
|
| 12 |
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"DTD:normalized_top1": 0.7350771294433266,
|
| 13 |
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"EuroSAT:normalized_top1": 0.8875607022786701,
|
| 14 |
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"GTSRB:normalized_top1": 0.8235152680932917,
|
| 15 |
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"MNIST:normalized_top1": 0.9812305530462713,
|
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| 302 |
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|
| 443 |
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|
| 445 |
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}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_---o--_lambda1.0/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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| 1 |
+
{
|
| 2 |
+
"Cars": 0.8135804004477055,
|
| 3 |
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"CarsVal": 0.812039312039312,
|
| 4 |
+
"DTD": 0.7930851063829787,
|
| 5 |
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"DTDVal": 0.8031914893617021,
|
| 6 |
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"EuroSAT": 0.9914814814814815,
|
| 7 |
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"EuroSATVal": 0.9881481481481481,
|
| 8 |
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"GTSRB": 0.9878859857482185,
|
| 9 |
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"GTSRBVal": 0.9988738738738738,
|
| 10 |
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"MNIST": 0.9963,
|
| 11 |
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"MNISTVal": 0.996,
|
| 12 |
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"RESISC45": 0.953968253968254,
|
| 13 |
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"RESISC45Val": 0.9634920634920635,
|
| 14 |
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|
| 15 |
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"SUN397Val": 0.7501259445843829,
|
| 16 |
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"SVHN": 0.9737630608481869,
|
| 17 |
+
"SVHNVal": 0.9612
|
| 18 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_--v---_lambda1.0/lora_configurable_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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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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| 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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| 18 |
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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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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 33 |
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| 42 |
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| 43 |
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| 44 |
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| 50 |
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|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_--v---_lambda1.0/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
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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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|
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|
| 10 |
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|
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|
| 13 |
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|
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|
| 16 |
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|
| 17 |
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"SVHNVal": 0.9626
|
| 18 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_-k----_lambda1.0/lora_configurable_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.6673299340878001,
|
| 4 |
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"DTD:top1": 0.4888297872340426,
|
| 5 |
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"EuroSAT:top1": 0.6992592592592592,
|
| 6 |
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"GTSRB:top1": 0.5842438638163103,
|
| 7 |
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"MNIST:top1": 0.9296,
|
| 8 |
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"RESISC45:top1": 0.703968253968254,
|
| 9 |
+
"SVHN:top1": 0.7908727719729564,
|
| 10 |
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"SUN397:top1": 0.6571788413098236,
|
| 11 |
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"Cars:normalized_top1": 0.9180496150556031,
|
| 12 |
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"DTD:normalized_top1": 0.6395267919276271,
|
| 13 |
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"EuroSAT:normalized_top1": 0.7097744360902256,
|
| 14 |
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"GTSRB:normalized_top1": 0.5969581749049429,
|
| 15 |
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"MNIST:normalized_top1": 0.933989751833618,
|
| 16 |
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"RESISC45:normalized_top1": 0.7478920741989883,
|
| 17 |
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"SVHN:normalized_top1": 0.8227959395731755,
|
| 18 |
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"SUN397:normalized_top1": 0.9013957987838584,
|
| 19 |
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"avg_normalized_top1": 0.7837978227960049,
|
| 20 |
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"avg_top1": 0.6901603389560558
|
| 21 |
+
},
|
| 22 |
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"val": {
|
| 23 |
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"0.0": {
|
| 24 |
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"CarsVal:top1": 0.64004914004914,
|
| 25 |
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"DTDVal:top1": 0.449468085106383,
|
| 26 |
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"EuroSATVal:top1": 0.5381481481481482,
|
| 27 |
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"GTSRBVal:top1": 0.4283033033033033,
|
| 28 |
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"MNISTVal:top1": 0.5052,
|
| 29 |
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"RESISC45Val:top1": 0.6756613756613756,
|
| 30 |
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"SVHNVal:top1": 0.4456,
|
| 31 |
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|
| 32 |
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"CarsVal:normalized_top1": 0.9092495636998255,
|
| 33 |
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"DTDVal:normalized_top1": 0.6014234875444839,
|
| 34 |
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"EuroSATVal:normalized_top1": 0.5456252346977093,
|
| 35 |
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"GTSRBVal:normalized_top1": 0.43056603773584906,
|
| 36 |
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"MNISTVal:normalized_top1": 0.507636655948553,
|
| 37 |
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"RESISC45Val:normalized_top1": 0.7138065958636108,
|
| 38 |
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"SVHNVal:normalized_top1": 0.4701413800379827,
|
| 39 |
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"SUN397Val:normalized_top1": 0.9040333796940194,
|
| 40 |
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"avg_normalized_top1": 0.6353102919027542,
|
| 41 |
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"avg_top1": 0.5421677363824102
|
| 42 |
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},
|
| 43 |
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"0.05": {
|
| 44 |
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|
| 45 |
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"DTDVal:top1": 0.46808510638297873,
|
| 46 |
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|
| 47 |
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"GTSRBVal:top1": 0.46734234234234234,
|
| 48 |
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"MNISTVal:top1": 0.7148,
|
| 49 |
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|
| 50 |
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"SVHNVal:top1": 0.5234,
|
| 51 |
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|
| 52 |
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"CarsVal:normalized_top1": 0.9354275741710297,
|
| 53 |
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"DTDVal:normalized_top1": 0.6263345195729537,
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| 54 |
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"EuroSATVal:normalized_top1": 0.6094630116410064,
|
| 55 |
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"GTSRBVal:normalized_top1": 0.469811320754717,
|
| 56 |
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"MNISTVal:normalized_top1": 0.7182475884244373,
|
| 57 |
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"RESISC45Val:normalized_top1": 0.7411961989938513,
|
| 58 |
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| 59 |
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|
| 60 |
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"avg_normalized_top1": 0.695722516888716,
|
| 61 |
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"avg_top1": 0.5995329346349042
|
| 62 |
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},
|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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"CarsVal:normalized_top1": 0.9424083769633509,
|
| 73 |
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|
| 74 |
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"EuroSATVal:normalized_top1": 0.6601577168606834,
|
| 75 |
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| 76 |
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| 77 |
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| 78 |
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| 79 |
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| 80 |
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|
| 81 |
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"avg_top1": 0.6396566191243183
|
| 82 |
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},
|
| 83 |
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|
| 84 |
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|
| 85 |
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"DTDVal:top1": 0.4787234042553192,
|
| 86 |
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"EuroSATVal:top1": 0.6859259259259259,
|
| 87 |
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"GTSRBVal:top1": 0.5495495495495496,
|
| 88 |
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"MNISTVal:top1": 0.9,
|
| 89 |
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|
| 90 |
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"SVHNVal:top1": 0.6626,
|
| 91 |
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|
| 92 |
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| 93 |
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|
| 94 |
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"EuroSATVal:normalized_top1": 0.695456252346977,
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| 95 |
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"GTSRBVal:normalized_top1": 0.5524528301886793,
|
| 96 |
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"MNISTVal:normalized_top1": 0.9043408360128617,
|
| 97 |
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"RESISC45Val:normalized_top1": 0.7590832867523757,
|
| 98 |
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| 99 |
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|
| 100 |
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"avg_normalized_top1": 0.7663161320172143,
|
| 101 |
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"avg_top1": 0.6671588587407133
|
| 102 |
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},
|
| 103 |
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|
| 104 |
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|
| 105 |
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|
| 106 |
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| 107 |
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| 108 |
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|
| 109 |
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| 110 |
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| 111 |
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| 112 |
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"CarsVal:normalized_top1": 0.944153577661431,
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| 113 |
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|
| 114 |
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"EuroSATVal:normalized_top1": 0.6898235073225686,
|
| 115 |
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| 116 |
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|
| 117 |
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| 118 |
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| 119 |
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|
| 120 |
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|
| 121 |
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"avg_top1": 0.6776818613870224
|
| 122 |
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},
|
| 123 |
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"0.25": {
|
| 124 |
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|
| 125 |
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"DTDVal:top1": 0.4654255319148936,
|
| 126 |
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"EuroSATVal:top1": 0.64,
|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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"CarsVal:normalized_top1": 0.9040139616055847,
|
| 133 |
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|
| 134 |
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"EuroSATVal:normalized_top1": 0.6488922268118663,
|
| 135 |
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"GTSRBVal:normalized_top1": 0.5935849056603774,
|
| 136 |
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"MNISTVal:normalized_top1": 0.9485530546623794,
|
| 137 |
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"RESISC45Val:normalized_top1": 0.7585243152599217,
|
| 138 |
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|
| 139 |
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"SUN397Val:normalized_top1": 0.890125173852573,
|
| 140 |
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"avg_normalized_top1": 0.7706978969549723,
|
| 141 |
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"avg_top1": 0.6745600404717145
|
| 142 |
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},
|
| 143 |
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|
| 144 |
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"CarsVal:top1": 0.6117936117936118,
|
| 145 |
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"DTDVal:top1": 0.48404255319148937,
|
| 146 |
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"EuroSATVal:top1": 0.582962962962963,
|
| 147 |
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|
| 148 |
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"MNISTVal:top1": 0.9508,
|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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"CarsVal:normalized_top1": 0.8691099476439791,
|
| 153 |
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|
| 154 |
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"EuroSATVal:normalized_top1": 0.5910627112279384,
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| 155 |
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"GTSRBVal:normalized_top1": 0.6064150943396226,
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| 156 |
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"MNISTVal:normalized_top1": 0.9553858520900321,
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| 157 |
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| 158 |
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| 159 |
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| 161 |
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| 162 |
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| 163 |
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| 164 |
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|
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|
| 435 |
+
"GTSRBVal:normalized_top1": 0.11471698113207547,
|
| 436 |
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"MNISTVal:normalized_top1": 0.6591639871382637,
|
| 437 |
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"RESISC45Val:normalized_top1": 0.05422023476802683,
|
| 438 |
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"SVHNVal:normalized_top1": 0.5937961595273265,
|
| 439 |
+
"SUN397Val:normalized_top1": 0.021557719054242003,
|
| 440 |
+
"avg_normalized_top1": 0.227045284524997,
|
| 441 |
+
"avg_top1": 0.21372217244605102
|
| 442 |
+
}
|
| 443 |
+
},
|
| 444 |
+
"optimal_coef": 0.2
|
| 445 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_-k----_lambda1.0/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.7268996393483398,
|
| 3 |
+
"CarsVal": 0.7039312039312039,
|
| 4 |
+
"DTD": 0.7643617021276595,
|
| 5 |
+
"DTDVal": 0.7473404255319149,
|
| 6 |
+
"EuroSAT": 0.9851851851851852,
|
| 7 |
+
"EuroSATVal": 0.9862962962962963,
|
| 8 |
+
"GTSRB": 0.978701504354711,
|
| 9 |
+
"GTSRBVal": 0.9947447447447447,
|
| 10 |
+
"MNIST": 0.9953,
|
| 11 |
+
"MNISTVal": 0.9952,
|
| 12 |
+
"RESISC45": 0.9412698412698413,
|
| 13 |
+
"RESISC45Val": 0.9465608465608466,
|
| 14 |
+
"SUN397": 0.7290680100755668,
|
| 15 |
+
"SUN397Val": 0.7244332493702771,
|
| 16 |
+
"SVHN": 0.9612015980331899,
|
| 17 |
+
"SVHNVal": 0.9478
|
| 18 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_q-----_lambda1.0/lora_configurable_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.5695808978982714,
|
| 4 |
+
"DTD:top1": 0.5042553191489362,
|
| 5 |
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"EuroSAT:top1": 0.6425925925925926,
|
| 6 |
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"GTSRB:top1": 0.6493269992082343,
|
| 7 |
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"MNIST:top1": 0.9603,
|
| 8 |
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"RESISC45:top1": 0.696984126984127,
|
| 9 |
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"SVHN:top1": 0.8729640442532268,
|
| 10 |
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"SUN397:top1": 0.5751637279596977,
|
| 11 |
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"Cars:normalized_top1": 0.7818368043700922,
|
| 12 |
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"DTD:normalized_top1": 0.6606271777003484,
|
| 13 |
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"EuroSAT:normalized_top1": 0.6525009402030839,
|
| 14 |
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"GTSRB:normalized_top1": 0.6641023564661106,
|
| 15 |
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"MNIST:normalized_top1": 0.965319662243667,
|
| 16 |
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"RESISC45:normalized_top1": 0.7383554733479065,
|
| 17 |
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"SVHN:normalized_top1": 0.9075116808434168,
|
| 18 |
+
"SUN397:normalized_top1": 0.7920221990981616,
|
| 19 |
+
"avg_normalized_top1": 0.7702845367840984,
|
| 20 |
+
"avg_top1": 0.6838959635056359
|
| 21 |
+
},
|
| 22 |
+
"val": {
|
| 23 |
+
"0.0": {
|
| 24 |
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"CarsVal:top1": 0.64004914004914,
|
| 25 |
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"DTDVal:top1": 0.449468085106383,
|
| 26 |
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"EuroSATVal:top1": 0.5381481481481482,
|
| 27 |
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"GTSRBVal:top1": 0.4283033033033033,
|
| 28 |
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"MNISTVal:top1": 0.5052,
|
| 29 |
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"RESISC45Val:top1": 0.6756613756613756,
|
| 30 |
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"SVHNVal:top1": 0.4456,
|
| 31 |
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"SUN397Val:top1": 0.654911838790932,
|
| 32 |
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"CarsVal:normalized_top1": 0.8921232876712328,
|
| 33 |
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"DTDVal:normalized_top1": 0.5671140939597316,
|
| 34 |
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"EuroSATVal:normalized_top1": 0.5460353250657648,
|
| 35 |
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"GTSRBVal:normalized_top1": 0.42991710625470986,
|
| 36 |
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"MNISTVal:normalized_top1": 0.5074327038971475,
|
| 37 |
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"RESISC45Val:normalized_top1": 0.7114206128133704,
|
| 38 |
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"SVHNVal:normalized_top1": 0.47043918918918914,
|
| 39 |
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"SUN397Val:normalized_top1": 0.8813559322033898,
|
| 40 |
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"avg_normalized_top1": 0.625729781381817,
|
| 41 |
+
"avg_top1": 0.5421677363824102
|
| 42 |
+
},
|
| 43 |
+
"0.05": {
|
| 44 |
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"CarsVal:top1": 0.6511056511056511,
|
| 45 |
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"DTDVal:top1": 0.46808510638297873,
|
| 46 |
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"EuroSATVal:top1": 0.6033333333333334,
|
| 47 |
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"GTSRBVal:top1": 0.46321321321321324,
|
| 48 |
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"MNISTVal:top1": 0.6776,
|
| 49 |
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"RESISC45Val:top1": 0.7037037037037037,
|
| 50 |
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"SVHNVal:top1": 0.5198,
|
| 51 |
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"SUN397Val:top1": 0.6644836272040302,
|
| 52 |
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"CarsVal:normalized_top1": 0.9075342465753424,
|
| 53 |
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"DTDVal:normalized_top1": 0.5906040268456376,
|
| 54 |
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"EuroSATVal:normalized_top1": 0.6121758737316799,
|
| 55 |
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"GTSRBVal:normalized_top1": 0.46495855312735496,
|
| 56 |
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"MNISTVal:normalized_top1": 0.6805946163117718,
|
| 57 |
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"RESISC45Val:normalized_top1": 0.7409470752089137,
|
| 58 |
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"SVHNVal:normalized_top1": 0.5487753378378378,
|
| 59 |
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"SUN397Val:normalized_top1": 0.8942372881355932,
|
| 60 |
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"avg_normalized_top1": 0.6799783772217665,
|
| 61 |
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"avg_top1": 0.5939155793678638
|
| 62 |
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},
|
| 63 |
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"0.1": {
|
| 64 |
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"CarsVal:top1": 0.6695331695331695,
|
| 65 |
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"DTDVal:top1": 0.4654255319148936,
|
| 66 |
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"EuroSATVal:top1": 0.66,
|
| 67 |
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"GTSRBVal:top1": 0.493993993993994,
|
| 68 |
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"MNISTVal:top1": 0.826,
|
| 69 |
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"RESISC45Val:top1": 0.7227513227513227,
|
| 70 |
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"SVHNVal:top1": 0.5932,
|
| 71 |
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"SUN397Val:top1": 0.672544080604534,
|
| 72 |
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"CarsVal:normalized_top1": 0.9332191780821918,
|
| 73 |
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"DTDVal:normalized_top1": 0.587248322147651,
|
| 74 |
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"EuroSATVal:normalized_top1": 0.6696730552423902,
|
| 75 |
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"GTSRBVal:normalized_top1": 0.4958553127354936,
|
| 76 |
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|
| 77 |
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"RESISC45Val:normalized_top1": 0.7610027855153203,
|
| 78 |
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"SVHNVal:normalized_top1": 0.6262668918918918,
|
| 79 |
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"SUN397Val:normalized_top1": 0.9050847457627119,
|
| 80 |
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|
| 81 |
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"avg_top1": 0.6379310123497393
|
| 82 |
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},
|
| 83 |
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|
| 84 |
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|
| 85 |
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"DTDVal:top1": 0.47074468085106386,
|
| 86 |
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"EuroSATVal:top1": 0.6718518518518518,
|
| 87 |
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| 88 |
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|
| 89 |
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| 90 |
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|
| 91 |
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|
| 92 |
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"CarsVal:normalized_top1": 0.9263698630136985,
|
| 93 |
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"DTDVal:normalized_top1": 0.5939597315436242,
|
| 94 |
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"EuroSATVal:normalized_top1": 0.6816986095452837,
|
| 95 |
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"GTSRBVal:normalized_top1": 0.5199698568198945,
|
| 96 |
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"MNISTVal:normalized_top1": 0.8951386098834873,
|
| 97 |
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"RESISC45Val:normalized_top1": 0.7626740947075209,
|
| 98 |
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"SVHNVal:normalized_top1": 0.6948902027027026,
|
| 99 |
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|
| 100 |
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|
| 101 |
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"avg_top1": 0.658057940444727
|
| 102 |
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},
|
| 103 |
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"0.2": {
|
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| 374 |
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| 375 |
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| 376 |
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| 377 |
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| 378 |
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| 379 |
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|
| 380 |
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"avg_normalized_top1": 0.41187988815118337,
|
| 381 |
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"avg_top1": 0.3802888650597759
|
| 382 |
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|
| 383 |
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|
| 384 |
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|
| 385 |
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| 386 |
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| 387 |
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| 388 |
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| 389 |
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| 390 |
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| 391 |
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| 392 |
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| 394 |
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| 395 |
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| 397 |
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| 399 |
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|
| 400 |
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|
| 401 |
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|
| 402 |
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|
| 403 |
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|
| 404 |
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| 405 |
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|
| 406 |
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| 407 |
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| 408 |
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| 411 |
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| 413 |
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|
| 414 |
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|
| 415 |
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|
| 416 |
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|
| 417 |
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|
| 418 |
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|
| 419 |
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|
| 420 |
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|
| 421 |
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|
| 422 |
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|
| 423 |
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|
| 424 |
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|
| 425 |
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|
| 426 |
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|
| 427 |
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|
| 428 |
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|
| 429 |
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|
| 430 |
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|
| 431 |
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|
| 432 |
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"CarsVal:normalized_top1": 0.04794520547945205,
|
| 433 |
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|
| 434 |
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|
| 435 |
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|
| 436 |
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|
| 437 |
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|
| 438 |
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|
| 439 |
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|
| 440 |
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|
| 441 |
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"avg_top1": 0.2816666669973278
|
| 442 |
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}
|
| 443 |
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},
|
| 444 |
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"optimal_coef": 0.35000000000000003
|
| 445 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_q-----_lambda1.0/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.7285163536873523,
|
| 3 |
+
"CarsVal": 0.7174447174447175,
|
| 4 |
+
"DTD": 0.7632978723404256,
|
| 5 |
+
"DTDVal": 0.7925531914893617,
|
| 6 |
+
"EuroSAT": 0.9848148148148148,
|
| 7 |
+
"EuroSATVal": 0.9855555555555555,
|
| 8 |
+
"GTSRB": 0.9777513855898654,
|
| 9 |
+
"GTSRBVal": 0.9962462462462462,
|
| 10 |
+
"MNIST": 0.9948,
|
| 11 |
+
"MNISTVal": 0.9956,
|
| 12 |
+
"RESISC45": 0.943968253968254,
|
| 13 |
+
"RESISC45Val": 0.9497354497354498,
|
| 14 |
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"SUN397": 0.7261964735516373,
|
| 15 |
+
"SUN397Val": 0.743073047858942,
|
| 16 |
+
"SVHN": 0.9619314689612785,
|
| 17 |
+
"SVHNVal": 0.9472
|
| 18 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda1.0/lora_configurable_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.6688222857853501,
|
| 4 |
+
"DTD:top1": 0.5680851063829787,
|
| 5 |
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"EuroSAT:top1": 0.8607407407407407,
|
| 6 |
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"GTSRB:top1": 0.8123515439429929,
|
| 7 |
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"MNIST:top1": 0.9756,
|
| 8 |
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"RESISC45:top1": 0.7725396825396825,
|
| 9 |
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"SVHN:top1": 0.9003534111862324,
|
| 10 |
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"SUN397:top1": 0.6662468513853904,
|
| 11 |
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"Cars:normalized_top1": 0.8225757112266748,
|
| 12 |
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"DTD:normalized_top1": 0.6894770819883795,
|
| 13 |
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"EuroSAT:normalized_top1": 0.8710644677661169,
|
| 14 |
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"GTSRB:normalized_top1": 0.8227086841472215,
|
| 15 |
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"MNIST:normalized_top1": 0.979223125564589,
|
| 16 |
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"RESISC45:normalized_top1": 0.8045958009588361,
|
| 17 |
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"SVHN:normalized_top1": 0.9227559055118111,
|
| 18 |
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"SUN397:normalized_top1": 0.8849113415858147,
|
| 19 |
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"avg_normalized_top1": 0.8496640148436805,
|
| 20 |
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"avg_top1": 0.7780924527454209
|
| 21 |
+
},
|
| 22 |
+
"val": {
|
| 23 |
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"0.0": {
|
| 24 |
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"CarsVal:top1": 0.64004914004914,
|
| 25 |
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"DTDVal:top1": 0.449468085106383,
|
| 26 |
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"EuroSATVal:top1": 0.5381481481481482,
|
| 27 |
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"GTSRBVal:top1": 0.4283033033033033,
|
| 28 |
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"MNISTVal:top1": 0.5052,
|
| 29 |
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"RESISC45Val:top1": 0.6756613756613756,
|
| 30 |
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"SVHNVal:top1": 0.4456,
|
| 31 |
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"SUN397Val:top1": 0.654911838790932,
|
| 32 |
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"CarsVal:normalized_top1": 0.7978560490045942,
|
| 33 |
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"DTDVal:normalized_top1": 0.5596026490066225,
|
| 34 |
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"EuroSATVal:normalized_top1": 0.544194756554307,
|
| 35 |
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"GTSRBVal:normalized_top1": 0.4286250939143501,
|
| 36 |
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"MNISTVal:normalized_top1": 0.5068218298555377,
|
| 37 |
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"RESISC45Val:normalized_top1": 0.7028068244358833,
|
| 38 |
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"SVHNVal:normalized_top1": 0.4609973101593213,
|
| 39 |
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"SUN397Val:normalized_top1": 0.8637873754152824,
|
| 40 |
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"avg_normalized_top1": 0.6080864860432373,
|
| 41 |
+
"avg_top1": 0.5421677363824102
|
| 42 |
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| 314 |
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| 319 |
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| 321 |
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| 322 |
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| 323 |
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|
| 324 |
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| 325 |
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| 326 |
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| 327 |
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| 328 |
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| 330 |
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| 342 |
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| 344 |
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|
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|
| 442 |
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|
| 443 |
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|
| 444 |
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|
| 445 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda1.0/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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| 1 |
+
{
|
| 2 |
+
"Cars": 0.8130829498818555,
|
| 3 |
+
"CarsVal": 0.8022113022113022,
|
| 4 |
+
"DTD": 0.823936170212766,
|
| 5 |
+
"DTDVal": 0.8031914893617021,
|
| 6 |
+
"EuroSAT": 0.9881481481481481,
|
| 7 |
+
"EuroSATVal": 0.9888888888888889,
|
| 8 |
+
"GTSRB": 0.9874109263657957,
|
| 9 |
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"GTSRBVal": 0.9992492492492493,
|
| 10 |
+
"MNIST": 0.9963,
|
| 11 |
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"MNISTVal": 0.9968,
|
| 12 |
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"RESISC45": 0.9601587301587302,
|
| 13 |
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"RESISC45Val": 0.9613756613756613,
|
| 14 |
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"SUN397": 0.752896725440806,
|
| 15 |
+
"SUN397Val": 0.7581863979848866,
|
| 16 |
+
"SVHN": 0.9757221880762139,
|
| 17 |
+
"SVHNVal": 0.9666
|
| 18 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda0.01/lora_configurable_ortho_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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| 9 |
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| 20 |
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| 23 |
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| 24 |
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| 25 |
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| 30 |
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|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda0.01/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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"DTD": 0.8106382978723404,
|
| 5 |
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"DTDVal": 0.7978723404255319,
|
| 6 |
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|
| 7 |
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|
| 8 |
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|
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
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|
| 15 |
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|
| 16 |
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"SVHN": 0.9780654578979717,
|
| 17 |
+
"SVHNVal": 0.9694
|
| 18 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda1.0_alpha1/lora_configurable_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 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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| 16 |
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| 17 |
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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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"val": {
|
| 23 |
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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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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 55 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
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| 63 |
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| 64 |
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| 65 |
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| 66 |
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| 67 |
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| 68 |
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| 69 |
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| 70 |
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| 71 |
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| 72 |
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| 73 |
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| 82 |
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| 83 |
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| 84 |
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| 87 |
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| 88 |
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| 89 |
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| 90 |
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| 102 |
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| 103 |
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| 104 |
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| 122 |
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| 123 |
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| 124 |
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| 125 |
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| 126 |
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| 127 |
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| 130 |
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| 163 |
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| 165 |
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| 166 |
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| 178 |
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| 182 |
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| 183 |
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| 184 |
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| 185 |
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| 186 |
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| 188 |
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|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda1.0_alpha1/lora_configurable_ortho_ft_accuracies.json
ADDED
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|
| 11 |
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"MNISTVal": 0.9962,
|
| 12 |
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"RESISC45": 0.9646031746031746,
|
| 13 |
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"RESISC45Val": 0.9629629629629629,
|
| 14 |
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"SUN397": 0.7642821158690176,
|
| 15 |
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"SUN397Val": 0.7677581863979849,
|
| 16 |
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"SVHN": 0.979141057160418,
|
| 17 |
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"SVHNVal": 0.9662
|
| 18 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0_alpha1/lora_configurable_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
| 1 |
+
{
|
| 2 |
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"test": {
|
| 3 |
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"Cars:top1": 0.693446088794926,
|
| 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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"SVHN:top1": 0.9043484941610326,
|
| 10 |
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|
| 11 |
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| 12 |
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| 13 |
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"EuroSAT:normalized_top1": 0.8932584269662921,
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| 14 |
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| 15 |
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| 16 |
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"RESISC45:normalized_top1": 0.7893430415356611,
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| 17 |
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| 18 |
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|
| 19 |
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"avg_normalized_top1": 0.8610400969019756,
|
| 20 |
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"avg_top1": 0.7915601900900403
|
| 21 |
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},
|
| 22 |
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"val": {
|
| 23 |
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"0.0": {
|
| 24 |
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|
| 25 |
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"DTDVal:top1": 0.449468085106383,
|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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"SVHNVal:top1": 0.4456,
|
| 31 |
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"SUN397Val:top1": 0.654911838790932,
|
| 32 |
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"CarsVal:normalized_top1": 0.7846385542168675,
|
| 33 |
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"DTDVal:normalized_top1": 0.5487012987012987,
|
| 34 |
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"EuroSATVal:normalized_top1": 0.5437874251497006,
|
| 35 |
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"GTSRBVal:normalized_top1": 0.4286250939143501,
|
| 36 |
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"MNISTVal:normalized_top1": 0.5073307893151235,
|
| 37 |
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"RESISC45Val:normalized_top1": 0.7008781558726673,
|
| 38 |
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"SVHNVal:normalized_top1": 0.46128364389233956,
|
| 39 |
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"SUN397Val:normalized_top1": 0.8597883597883598,
|
| 40 |
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"avg_normalized_top1": 0.6043791651063384,
|
| 41 |
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"avg_top1": 0.5421677363824102
|
| 42 |
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},
|
| 43 |
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"0.05": {
|
| 44 |
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|
| 45 |
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"DTDVal:top1": 0.4867021276595745,
|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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| 50 |
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| 51 |
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| 52 |
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"CarsVal:normalized_top1": 0.8162650602409639,
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| 53 |
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| 54 |
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"EuroSATVal:normalized_top1": 0.7694610778443114,
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| 55 |
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| 56 |
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| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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| 68 |
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|
| 69 |
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| 70 |
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| 71 |
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| 72 |
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| 73 |
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| 74 |
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| 75 |
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| 76 |
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| 77 |
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| 79 |
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| 80 |
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| 81 |
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| 82 |
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| 83 |
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| 84 |
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| 85 |
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| 101 |
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|
| 102 |
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| 103 |
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|
| 104 |
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|
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"avg_top1": 0.7781984039172902
|
| 122 |
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|
| 400 |
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"avg_normalized_top1": 0.10771572819786823,
|
| 401 |
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"avg_top1": 0.10420428360678777
|
| 402 |
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},
|
| 403 |
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"0.9500000000000001": {
|
| 404 |
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"CarsVal:top1": 0.0012285012285012285,
|
| 405 |
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|
| 406 |
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|
| 407 |
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|
| 408 |
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|
| 409 |
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|
| 410 |
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|
| 411 |
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|
| 412 |
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"CarsVal:normalized_top1": 0.0015060240963855422,
|
| 413 |
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"DTDVal:normalized_top1": 0.048701298701298704,
|
| 414 |
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"EuroSATVal:normalized_top1": 0.09917664670658682,
|
| 415 |
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"GTSRBVal:normalized_top1": 0.02629601803155522,
|
| 416 |
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"MNISTVal:normalized_top1": 0.22052621008234582,
|
| 417 |
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"RESISC45Val:normalized_top1": 0.03128430296377607,
|
| 418 |
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"SVHNVal:normalized_top1": 0.14886128364389237,
|
| 419 |
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"SUN397Val:normalized_top1": 0.009259259259259259,
|
| 420 |
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"avg_normalized_top1": 0.07320138043563748,
|
| 421 |
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"avg_top1": 0.07076977119479666
|
| 422 |
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},
|
| 423 |
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"1.0": {
|
| 424 |
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"CarsVal:top1": 0.002457002457002457,
|
| 425 |
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"DTDVal:top1": 0.031914893617021274,
|
| 426 |
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"EuroSATVal:top1": 0.09592592592592593,
|
| 427 |
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|
| 428 |
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"MNISTVal:top1": 0.1362,
|
| 429 |
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|
| 430 |
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"SVHNVal:top1": 0.109,
|
| 431 |
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"SUN397Val:top1": 0.003022670025188917,
|
| 432 |
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"CarsVal:normalized_top1": 0.0030120481927710845,
|
| 433 |
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"DTDVal:normalized_top1": 0.03896103896103896,
|
| 434 |
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"EuroSATVal:normalized_top1": 0.0969311377245509,
|
| 435 |
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"GTSRBVal:normalized_top1": 0.016528925619834708,
|
| 436 |
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"MNISTVal:normalized_top1": 0.13677445270134564,
|
| 437 |
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"RESISC45Val:normalized_top1": 0.02689352360043908,
|
| 438 |
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"SVHNVal:normalized_top1": 0.11283643892339545,
|
| 439 |
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"SUN397Val:normalized_top1": 0.003968253968253968,
|
| 440 |
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"avg_normalized_top1": 0.05448822746145373,
|
| 441 |
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"avg_top1": 0.05262036680844763
|
| 442 |
+
}
|
| 443 |
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},
|
| 444 |
+
"optimal_coef": 0.25
|
| 445 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0_alpha1/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.8378311155328939,
|
| 3 |
+
"CarsVal": 0.8157248157248157,
|
| 4 |
+
"DTD": 0.8180851063829787,
|
| 5 |
+
"DTDVal": 0.8191489361702128,
|
| 6 |
+
"EuroSAT": 0.9888888888888889,
|
| 7 |
+
"EuroSATVal": 0.9896296296296296,
|
| 8 |
+
"GTSRB": 0.9910530482977039,
|
| 9 |
+
"GTSRBVal": 0.9992492492492493,
|
| 10 |
+
"MNIST": 0.9966,
|
| 11 |
+
"MNISTVal": 0.9958,
|
| 12 |
+
"RESISC45": 0.9592063492063492,
|
| 13 |
+
"RESISC45Val": 0.964021164021164,
|
| 14 |
+
"SUN397": 0.7601511335012594,
|
| 15 |
+
"SUN397Val": 0.761712846347607,
|
| 16 |
+
"SVHN": 0.9772587584511371,
|
| 17 |
+
"SVHNVal": 0.966
|
| 18 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda5.0/lora_configurable_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.6694440989926626,
|
| 4 |
+
"DTD:top1": 0.5803191489361702,
|
| 5 |
+
"EuroSAT:top1": 0.892962962962963,
|
| 6 |
+
"GTSRB:top1": 0.8702296120348377,
|
| 7 |
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"MNIST:top1": 0.9792,
|
| 8 |
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"RESISC45:top1": 0.743015873015873,
|
| 9 |
+
"SVHN:top1": 0.9104179471419791,
|
| 10 |
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"SUN397:top1": 0.6548110831234257,
|
| 11 |
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"Cars:normalized_top1": 0.798546209761163,
|
| 12 |
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"DTD:normalized_top1": 0.7196569920844327,
|
| 13 |
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"EuroSAT:normalized_top1": 0.9029962546816479,
|
| 14 |
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"GTSRB:normalized_top1": 0.8817488969113518,
|
| 15 |
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"MNIST:normalized_top1": 0.9829351535836177,
|
| 16 |
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"RESISC45:normalized_top1": 0.7724422442244224,
|
| 17 |
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"SVHN:normalized_top1": 0.9324467875831137,
|
| 18 |
+
"SUN397:normalized_top1": 0.8613080644092506,
|
| 19 |
+
"avg_normalized_top1": 0.856510075404875,
|
| 20 |
+
"avg_top1": 0.7875500907759889
|
| 21 |
+
},
|
| 22 |
+
"val": {
|
| 23 |
+
"0.0": {
|
| 24 |
+
"CarsVal:top1": 0.64004914004914,
|
| 25 |
+
"DTDVal:top1": 0.449468085106383,
|
| 26 |
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"EuroSATVal:top1": 0.5381481481481482,
|
| 27 |
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"GTSRBVal:top1": 0.4283033033033033,
|
| 28 |
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"MNISTVal:top1": 0.5052,
|
| 29 |
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"RESISC45Val:top1": 0.6756613756613756,
|
| 30 |
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"SVHNVal:top1": 0.4456,
|
| 31 |
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"SUN397Val:top1": 0.654911838790932,
|
| 32 |
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"CarsVal:normalized_top1": 0.7834586466165413,
|
| 33 |
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"DTDVal:normalized_top1": 0.5434083601286174,
|
| 34 |
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"EuroSATVal:normalized_top1": 0.5437874251497006,
|
| 35 |
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"GTSRBVal:normalized_top1": 0.4291086874764949,
|
| 36 |
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"MNISTVal:normalized_top1": 0.5074327038971475,
|
| 37 |
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"RESISC45Val:normalized_top1": 0.6966721222040371,
|
| 38 |
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"SVHNVal:normalized_top1": 0.4610927152317881,
|
| 39 |
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"SUN397Val:normalized_top1": 0.8754208754208754,
|
| 40 |
+
"avg_normalized_top1": 0.6050476920156502,
|
| 41 |
+
"avg_top1": 0.5421677363824102
|
| 42 |
+
},
|
| 43 |
+
"0.05": {
|
| 44 |
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"CarsVal:top1": 0.6658476658476659,
|
| 45 |
+
"DTDVal:top1": 0.48404255319148937,
|
| 46 |
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"EuroSATVal:top1": 0.7648148148148148,
|
| 47 |
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"GTSRBVal:top1": 0.5611861861861862,
|
| 48 |
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"MNISTVal:top1": 0.8658,
|
| 49 |
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"RESISC45Val:top1": 0.7312169312169312,
|
| 50 |
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"SVHNVal:top1": 0.5974,
|
| 51 |
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"SUN397Val:top1": 0.6690176322418137,
|
| 52 |
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"CarsVal:normalized_top1": 0.8150375939849624,
|
| 53 |
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"DTDVal:normalized_top1": 0.5852090032154341,
|
| 54 |
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"EuroSATVal:normalized_top1": 0.7728293413173652,
|
| 55 |
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"GTSRBVal:normalized_top1": 0.5622414441519369,
|
| 56 |
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"MNISTVal:normalized_top1": 0.8696263559662515,
|
| 57 |
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"RESISC45Val:normalized_top1": 0.7539552645935624,
|
| 58 |
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"SVHNVal:normalized_top1": 0.6181705298013245,
|
| 59 |
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"SUN397Val:normalized_top1": 0.8942760942760943,
|
| 60 |
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"avg_normalized_top1": 0.7339182034133664,
|
| 61 |
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"avg_top1": 0.6674157229373627
|
| 62 |
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},
|
| 63 |
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"0.1": {
|
| 64 |
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"CarsVal:top1": 0.6805896805896806,
|
| 65 |
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"DTDVal:top1": 0.5079787234042553,
|
| 66 |
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"EuroSATVal:top1": 0.8514814814814815,
|
| 67 |
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"GTSRBVal:top1": 0.698948948948949,
|
| 68 |
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"MNISTVal:top1": 0.9342,
|
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|
| 339 |
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|
| 340 |
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"avg_normalized_top1": 0.31906351160059665,
|
| 341 |
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"avg_top1": 0.3090575801203032
|
| 342 |
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},
|
| 343 |
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|
| 344 |
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|
| 345 |
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|
| 346 |
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|
| 347 |
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|
| 348 |
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|
| 349 |
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|
| 350 |
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|
| 351 |
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| 352 |
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"CarsVal:normalized_top1": 0.010526315789473684,
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| 353 |
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"DTDVal:normalized_top1": 0.1157556270096463,
|
| 354 |
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"EuroSATVal:normalized_top1": 0.2346556886227545,
|
| 355 |
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"GTSRBVal:normalized_top1": 0.21850319669048515,
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| 356 |
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| 357 |
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"RESISC45Val:normalized_top1": 0.10638297872340426,
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| 358 |
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| 359 |
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|
| 360 |
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"avg_normalized_top1": 0.24119419546081017,
|
| 361 |
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|
| 362 |
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|
| 363 |
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|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
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|
| 368 |
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|
| 369 |
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|
| 370 |
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|
| 371 |
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|
| 372 |
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|
| 373 |
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|
| 374 |
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| 375 |
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|
| 376 |
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|
| 377 |
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|
| 378 |
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"SVHNVal:normalized_top1": 0.39424668874172186,
|
| 379 |
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|
| 380 |
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|
| 381 |
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|
| 382 |
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|
| 383 |
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|
| 384 |
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|
| 385 |
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|
| 386 |
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| 387 |
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| 388 |
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| 389 |
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| 390 |
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| 391 |
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| 392 |
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|
| 393 |
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| 397 |
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| 398 |
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|
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|
| 400 |
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|
| 401 |
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|
| 402 |
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| 403 |
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|
| 404 |
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|
| 405 |
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|
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|
| 407 |
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|
| 408 |
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|
| 409 |
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| 410 |
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|
| 413 |
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|
| 414 |
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|
| 415 |
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|
| 416 |
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|
| 417 |
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|
| 418 |
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|
| 419 |
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|
| 420 |
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|
| 421 |
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|
| 422 |
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|
| 423 |
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|
| 424 |
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|
| 425 |
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|
| 426 |
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|
| 427 |
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|
| 428 |
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|
| 429 |
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|
| 430 |
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|
| 431 |
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|
| 432 |
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"CarsVal:normalized_top1": 0.003007518796992481,
|
| 433 |
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"DTDVal:normalized_top1": 0.022508038585209,
|
| 434 |
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|
| 435 |
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|
| 436 |
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|
| 437 |
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|
| 438 |
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|
| 439 |
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|
| 440 |
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|
| 441 |
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"avg_top1": 0.04886993960692042
|
| 442 |
+
}
|
| 443 |
+
},
|
| 444 |
+
"optimal_coef": 0.30000000000000004
|
| 445 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda5.0/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.838328566098744,
|
| 3 |
+
"CarsVal": 0.816953316953317,
|
| 4 |
+
"DTD": 0.8063829787234043,
|
| 5 |
+
"DTDVal": 0.8271276595744681,
|
| 6 |
+
"EuroSAT": 0.9888888888888889,
|
| 7 |
+
"EuroSATVal": 0.9896296296296296,
|
| 8 |
+
"GTSRB": 0.9869358669833729,
|
| 9 |
+
"GTSRBVal": 0.9981231231231231,
|
| 10 |
+
"MNIST": 0.9962,
|
| 11 |
+
"MNISTVal": 0.9956,
|
| 12 |
+
"RESISC45": 0.9619047619047619,
|
| 13 |
+
"RESISC45Val": 0.9698412698412698,
|
| 14 |
+
"SUN397": 0.7602518891687657,
|
| 15 |
+
"SUN397Val": 0.7481108312342569,
|
| 16 |
+
"SVHN": 0.9763752304855562,
|
| 17 |
+
"SVHNVal": 0.9664
|
| 18 |
+
}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvofp_lambda10.0/lora_configurable_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.6565103842805621,
|
| 4 |
+
"DTD:top1": 0.5611702127659575,
|
| 5 |
+
"EuroSAT:top1": 0.8551851851851852,
|
| 6 |
+
"GTSRB:top1": 0.8041963578780681,
|
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|
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| 436 |
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| 437 |
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| 438 |
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| 439 |
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|
| 441 |
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| 442 |
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|
| 443 |
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| 444 |
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|
| 445 |
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}
|
alpha8/lora_configurable_ortho_0.001_ViT-B-16_qkvofp_lambda10.0/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.8619574679766199,
|
| 3 |
+
"CarsVal": 0.8587223587223587,
|
| 4 |
+
"DTD": 0.8132978723404255,
|
| 5 |
+
"DTDVal": 0.8058510638297872,
|
| 6 |
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"EuroSAT": 0.9874074074074074,
|
| 7 |
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"EuroSATVal": 0.99,
|
| 8 |
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"GTSRB": 0.9927949326999208,
|
| 9 |
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"GTSRBVal": 0.9992492492492493,
|
| 10 |
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"MNIST": 0.9968,
|
| 11 |
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"MNISTVal": 0.9962,
|
| 12 |
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"RESISC45": 0.9647619047619047,
|
| 13 |
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"RESISC45Val": 0.9682539682539683,
|
| 14 |
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"SUN397": 0.7697732997481108,
|
| 15 |
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"SUN397Val": 0.7591939546599497,
|
| 16 |
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"SVHN": 0.9784880147510756,
|
| 17 |
+
"SVHNVal": 0.9684
|
| 18 |
+
}
|
lora_configurable_0.001_ViT-B-16_----fp/head_DTDVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:58c795bde538001fa47be482e10248903b441c5283cf976462b02bc7a6ca6650
|
| 3 |
+
size 98672
|
lora_configurable_0.001_ViT-B-16_----fp/head_SUN397Val.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:7c3366587dc6442c6a7584ed57dfa14077345f5d338edd2abe8371e5dbef7080
|
| 3 |
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size 816834
|
lora_configurable_0.001_ViT-L-14_q-v---/head_SUN397Val.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:a84977ebb16c8f2e0bce166058764375fb3ac23975ac330326983854051748f6
|
| 3 |
+
size 1223362
|
lora_configurable_0.001_ViT-L-14_qkvo--/head_CarsVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:34a6374fc60aa414f963f44b91d118bf20d9a200b9435ba103f12d0df6731255
|
| 3 |
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size 605110
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