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Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- ViT-B-16/zeroshot_accuracies.json +20 -0
- ViT-B-32/zeroshot_accuracies.json +20 -0
- lora_configurable_0.001_ViT-B-16_----fp/lora_configurable_additions.json +445 -0
- lora_configurable_0.001_ViT-B-16_----fp/lora_configurable_ft_accuracies.json +18 -0
- lora_configurable_0.001_ViT-B-16_qkvo--/head_CarsVal.pt +3 -0
- lora_configurable_0.001_ViT-B-16_qkvo--/head_DTDVal.pt +3 -0
- lora_configurable_0.001_ViT-B-16_qkvo--/head_EuroSATVal.pt +3 -0
- lora_configurable_0.001_ViT-B-16_qkvo--/head_GTSRBVal.pt +3 -0
- lora_configurable_0.001_ViT-B-16_qkvo--/head_MNISTVal.pt +3 -0
- lora_configurable_0.001_ViT-B-16_qkvo--/head_RESISC45Val.pt +3 -0
- lora_configurable_0.001_ViT-B-16_qkvo--/head_SVHNVal.pt +3 -0
- lora_configurable_0.001_ViT-L-14_q-v---/lora_configurable_additions.json +445 -0
- lora_configurable_0.001_ViT-L-14_q-v---/lora_configurable_ft_accuracies.json +18 -0
- lora_configurable_0.001_ViT-L-14_qkv---/head_CarsVal.pt +3 -0
- lora_configurable_0.001_ViT-L-14_qkv---/head_EuroSATVal.pt +3 -0
- lora_configurable_0.001_ViT-L-14_qkv---/head_RESISC45Val.pt +3 -0
- lora_configurable_0.001_ViT-L-14_qkvo--/lora_configurable_additions.json +445 -0
- lora_configurable_0.001_ViT-L-14_qkvo--/lora_configurable_ft_accuracies.json +18 -0
- lora_configurable_0.001_ViT-L-14_qkvofp/lora_configurable_additions.json +445 -0
- lora_configurable_ortho_0.001_ViT-B-16_----fp_lambda0.1/lora_configurable_ortho_additions.json +445 -0
- lora_configurable_ortho_0.001_ViT-B-16_----fp_lambda0.1/lora_configurable_ortho_ft_accuracies.json +18 -0
- lora_configurable_ortho_0.001_ViT-B-16_----fp_lambda10.0/lora_configurable_ortho_additions.json +445 -0
- lora_configurable_ortho_0.001_ViT-B-16_----fp_lambda10.0/lora_configurable_ortho_ft_accuracies.json +18 -0
- lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_CarsVal.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_DTDVal.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_EuroSATVal.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_GTSRBVal.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_MNISTVal.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_RESISC45Val.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_SUN397Val.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_SVHNVal.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkv---_lambda1.0/lora_configurable_ortho_additions.json +445 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkv---_lambda1.0/lora_configurable_ortho_ft_accuracies.json +18 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda0.1/lora_configurable_ortho_additions.json +445 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda0.1/lora_configurable_ortho_ft_accuracies.json +18 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_CarsVal.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_DTDVal.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_EuroSATVal.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_GTSRBVal.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_MNISTVal.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_RESISC45Val.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_SUN397Val.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_SVHNVal.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda100.0/lora_configurable_ortho_ft_accuracies.json +18 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkvofp_lambda0.1/lora_configurable_ortho_additions.json +445 -0
- lora_configurable_ortho_0.001_ViT-B-16_qkvofp_lambda0.1/lora_configurable_ortho_ft_accuracies.json +18 -0
- lora_configurable_ortho_0.001_ViT-B-32_----fp_lambda0.1/lora_configurable_ortho_additions.json +445 -0
- lora_configurable_ortho_0.001_ViT-B-32_q-v---_lambda1.0/head_CarsVal.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-32_q-v---_lambda1.0/head_DTDVal.pt +3 -0
- lora_configurable_ortho_0.001_ViT-B-32_q-v---_lambda1.0/head_EuroSATVal.pt +3 -0
ViT-B-16/zeroshot_accuracies.json
ADDED
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{
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"Cars": 0.6464370103220992,
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"CarsVal": 0.64004914004914,
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"DTD": 0.451063829787234,
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"DTDVal": 0.449468085106383,
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"EuroSAT": 0.5522222222222222,
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"EuroSATVal": 0.5381481481481482,
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"GTSRB": 0.433729216152019,
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"GTSRBVal": 0.4283033033033033,
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"MNIST": 0.5173,
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| 11 |
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"MNISTVal": 0.5052,
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| 12 |
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"RESISC45": 0.6576190476190477,
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| 13 |
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"RESISC45Val": 0.6756613756613756,
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| 14 |
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"SUN397": 0.6551133501259446,
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| 15 |
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"SUN397Val": 0.654911838790932,
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| 16 |
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"SVHN": 0.5198985863552551,
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| 17 |
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"SVHNVal": 0.4456,
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| 18 |
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"ImageNetVal": 0.6932,
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| 19 |
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"ImageNet": 0.68342
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}
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ViT-B-32/zeroshot_accuracies.json
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{
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| 2 |
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"Cars": 0.5973137669444099,
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| 3 |
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"CarsVal": 0.5958230958230958,
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| 4 |
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"DTD": 0.4398936170212766,
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| 5 |
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"DTDVal": 0.425531914893617,
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| 6 |
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"EuroSAT": 0.457037037037037,
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| 7 |
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"EuroSATVal": 0.44555555555555554,
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| 8 |
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"GTSRB": 0.32604908946951705,
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| 9 |
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"GTSRBVal": 0.32995495495495497,
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| 10 |
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"MNIST": 0.4826,
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| 11 |
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"MNISTVal": 0.4816,
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| 12 |
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"RESISC45": 0.6066666666666667,
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| 13 |
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"RESISC45Val": 0.6142857142857143,
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| 14 |
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"SUN397": 0.6316372795969774,
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| 15 |
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"SUN397Val": 0.6347607052896725,
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| 16 |
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"SVHN": 0.3162645974185618,
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| 17 |
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"SVHNVal": 0.2916,
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| 18 |
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"ImageNetVal": 0.667,
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| 19 |
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"ImageNet": 0.63356
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| 20 |
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}
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lora_configurable_0.001_ViT-B-16_----fp/lora_configurable_additions.json
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| 1 |
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{
|
| 2 |
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"test": {
|
| 3 |
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"Cars:top1": 0.6627285163536873,
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| 4 |
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"DTD:top1": 0.49042553191489363,
|
| 5 |
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"EuroSAT:top1": 0.7274074074074074,
|
| 6 |
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"GTSRB:top1": 0.6551860649247823,
|
| 7 |
+
"MNIST:top1": 0.9547,
|
| 8 |
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"RESISC45:top1": 0.7280952380952381,
|
| 9 |
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"SVHN:top1": 0.8225261216963737,
|
| 10 |
+
"SUN397:top1": 0.6577833753148614,
|
| 11 |
+
"Cars:normalized_top1": 0.8137120171018476,
|
| 12 |
+
"DTD:normalized_top1": 0.6026143790849674,
|
| 13 |
+
"EuroSAT:normalized_top1": 0.7344801795063575,
|
| 14 |
+
"GTSRB:normalized_top1": 0.6633266533066132,
|
| 15 |
+
"MNIST:normalized_top1": 0.9591119148081174,
|
| 16 |
+
"RESISC45:normalized_top1": 0.7609489051094891,
|
| 17 |
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"SVHN:normalized_top1": 0.8444549613503708,
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| 292 |
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| 293 |
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| 297 |
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| 298 |
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| 301 |
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| 302 |
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| 303 |
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| 304 |
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| 310 |
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| 318 |
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| 320 |
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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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| 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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| 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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| 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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| 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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|
| 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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| 396 |
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|
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| 398 |
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|
| 400 |
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| 401 |
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|
| 402 |
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| 404 |
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| 408 |
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| 410 |
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|
| 411 |
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|
| 412 |
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| 413 |
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|
| 414 |
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| 415 |
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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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"1.0": {
|
| 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 |
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}
|
lora_configurable_0.001_ViT-B-16_----fp/lora_configurable_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.8144509389379431,
|
| 3 |
+
"CarsVal": 0.7862407862407862,
|
| 4 |
+
"DTD": 0.8138297872340425,
|
| 5 |
+
"DTDVal": 0.8111702127659575,
|
| 6 |
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"EuroSAT": 0.9903703703703703,
|
| 7 |
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"EuroSATVal": 0.9877777777777778,
|
| 8 |
+
"GTSRB": 0.9877276326207443,
|
| 9 |
+
"GTSRBVal": 0.9996246246246246,
|
| 10 |
+
"MNIST": 0.9954,
|
| 11 |
+
"MNISTVal": 0.996,
|
| 12 |
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"RESISC45": 0.9568253968253968,
|
| 13 |
+
"RESISC45Val": 0.9592592592592593,
|
| 14 |
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"SUN397": 0.7621662468513853,
|
| 15 |
+
"SUN397Val": 0.7566750629722921,
|
| 16 |
+
"SVHN": 0.9740319606637984,
|
| 17 |
+
"SVHNVal": 0.9628
|
| 18 |
+
}
|
lora_configurable_0.001_ViT-B-16_qkvo--/head_CarsVal.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 sha256:8e48ae8409f10c891259a9a0a019694e024c53c0c841f10dfd73d6f8eceabf8c
|
| 3 |
+
size 404406
|
lora_configurable_0.001_ViT-B-16_qkvo--/head_DTDVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:58c795bde538001fa47be482e10248903b441c5283cf976462b02bc7a6ca6650
|
| 3 |
+
size 98672
|
lora_configurable_0.001_ViT-B-16_qkvo--/head_EuroSATVal.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:f81740f11bf8fc554918255b65e2104462fe95de58125b3a043b77693e7d26c7
|
| 3 |
+
size 22728
|
lora_configurable_0.001_ViT-B-16_qkvo--/head_GTSRBVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:87fd363ec3352e7140aebb854911c8b7a94734e5de103afe151b87b5e228bc7d
|
| 3 |
+
size 90428
|
lora_configurable_0.001_ViT-B-16_qkvo--/head_MNISTVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:19d0f6ec89c06aabfa8747183b8c220cceab052d72857bbb701789f731463101
|
| 3 |
+
size 22716
|
lora_configurable_0.001_ViT-B-16_qkvo--/head_RESISC45Val.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 sha256:5cc1b91076accb4504b7f4ffb856681d5e4e1a235111bce4ef595a0813ca3860
|
| 3 |
+
size 94542
|
lora_configurable_0.001_ViT-B-16_qkvo--/head_SVHNVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:8f7ba68497c0c2e9e8ba1fe86346fe663d0861a86aa22b8f56bcdd4b6373c6e3
|
| 3 |
+
size 22710
|
lora_configurable_0.001_ViT-L-14_q-v---/lora_configurable_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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"Cars:normalized_top1": 0.9446526376477371,
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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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| 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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| 86 |
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| 87 |
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| 88 |
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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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| 126 |
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| 127 |
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| 182 |
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| 183 |
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| 184 |
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| 445 |
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|
lora_configurable_0.001_ViT-L-14_q-v---/lora_configurable_ft_accuracies.json
ADDED
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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 |
+
"EuroSAT": 0.9903703703703703,
|
| 7 |
+
"EuroSATVal": 0.9877777777777778,
|
| 8 |
+
"GTSRB": 0.9892319873317498,
|
| 9 |
+
"GTSRBVal": 0.9984984984984985,
|
| 10 |
+
"MNIST": 0.9969,
|
| 11 |
+
"MNISTVal": 0.9964,
|
| 12 |
+
"RESISC45": 0.963015873015873,
|
| 13 |
+
"RESISC45Val": 0.9624338624338624,
|
| 14 |
+
"SUN397": 0.7969269521410579,
|
| 15 |
+
"SUN397Val": 0.7889168765743073,
|
| 16 |
+
"SVHN": 0.97480024585126,
|
| 17 |
+
"SVHNVal": 0.9636
|
| 18 |
+
}
|
lora_configurable_0.001_ViT-L-14_qkv---/head_CarsVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:34a6374fc60aa414f963f44b91d118bf20d9a200b9435ba103f12d0df6731255
|
| 3 |
+
size 605110
|
lora_configurable_0.001_ViT-L-14_qkv---/head_EuroSATVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
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|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3e7cfd2f2369aa42c61bebfea509a031032b7a78c6e53c1d953be502ed83e47b
|
| 3 |
+
size 32968
|
lora_configurable_0.001_ViT-L-14_qkv---/head_RESISC45Val.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:952a0b930a45d312b401517c2f4f65e7a2b934058361b3dc8d44df37bedf4da1
|
| 3 |
+
size 140622
|
lora_configurable_0.001_ViT-L-14_qkvo--/lora_configurable_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
|
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|
|
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|
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|
|
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|
|
|
|
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|
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|
|
|
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|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.8343489615719438,
|
| 4 |
+
"DTD:top1": 0.7303191489361702,
|
| 5 |
+
"EuroSAT:top1": 0.917037037037037,
|
| 6 |
+
"GTSRB:top1": 0.9175771971496437,
|
| 7 |
+
"MNIST:top1": 0.9886,
|
| 8 |
+
"RESISC45:top1": 0.8811111111111111,
|
| 9 |
+
"SVHN:top1": 0.9418023970497849,
|
| 10 |
+
"SUN397:top1": 0.7595969773299748,
|
| 11 |
+
"Cars:normalized_top1": 0.9537958487347171,
|
| 12 |
+
"DTD:normalized_top1": 0.8618957940991839,
|
| 13 |
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"EuroSAT:normalized_top1": 0.9259536275243081,
|
| 14 |
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"GTSRB:normalized_top1": 0.9258608292721898,
|
| 15 |
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"MNIST:normalized_top1": 0.9918731814989465,
|
| 16 |
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"RESISC45:normalized_top1": 0.9110454620055801,
|
| 17 |
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"SVHN:normalized_top1": 0.963908000786318,
|
| 18 |
+
"SUN397:normalized_top1": 0.9446776517762046,
|
| 19 |
+
"avg_normalized_top1": 0.9348762994621811,
|
| 20 |
+
"avg_top1": 0.8712991037732082
|
| 21 |
+
},
|
| 22 |
+
"val": {
|
| 23 |
+
"0.0": {
|
| 24 |
+
"CarsVal:top1": 0.7936117936117936,
|
| 25 |
+
"DTDVal:top1": 0.5478723404255319,
|
| 26 |
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"EuroSATVal:top1": 0.6062962962962963,
|
| 27 |
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"GTSRBVal:top1": 0.5078828828828829,
|
| 28 |
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"MNISTVal:top1": 0.7708,
|
| 29 |
+
"RESISC45Val:top1": 0.737037037037037,
|
| 30 |
+
"SVHNVal:top1": 0.5122,
|
| 31 |
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"SUN397Val:top1": 0.6871536523929471,
|
| 32 |
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"CarsVal:normalized_top1": 0.8984700973574409,
|
| 33 |
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"DTDVal:normalized_top1": 0.6457680250783698,
|
| 34 |
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"EuroSATVal:normalized_top1": 0.6126497005988024,
|
| 35 |
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"GTSRBVal:normalized_top1": 0.5082644628099173,
|
| 36 |
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"MNISTVal:normalized_top1": 0.773740212808673,
|
| 37 |
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"RESISC45Val:normalized_top1": 0.7612021857923498,
|
| 38 |
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"SVHNVal:normalized_top1": 0.5290229291468705,
|
| 39 |
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"SUN397Val:normalized_top1": 0.853566958698373,
|
| 40 |
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"avg_normalized_top1": 0.6978355715363496,
|
| 41 |
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"avg_top1": 0.6453567503308111
|
| 42 |
+
},
|
| 43 |
+
"0.05": {
|
| 44 |
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"CarsVal:top1": 0.8046683046683046,
|
| 45 |
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"DTDVal:top1": 0.5585106382978723,
|
| 46 |
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"EuroSATVal:top1": 0.7051851851851851,
|
| 47 |
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"GTSRBVal:top1": 0.5630630630630631,
|
| 48 |
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"MNISTVal:top1": 0.8698,
|
| 49 |
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"RESISC45Val:top1": 0.773015873015873,
|
| 50 |
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"SVHNVal:top1": 0.5862,
|
| 51 |
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"SUN397Val:top1": 0.6972292191435768,
|
| 52 |
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"CarsVal:normalized_top1": 0.9109874826147427,
|
| 53 |
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"DTDVal:normalized_top1": 0.6583072100313478,
|
| 54 |
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"EuroSATVal:normalized_top1": 0.7125748502994012,
|
| 55 |
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"GTSRBVal:normalized_top1": 0.5634861006761833,
|
| 56 |
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"MNISTVal:normalized_top1": 0.8731178478217226,
|
| 57 |
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"RESISC45Val:normalized_top1": 0.798360655737705,
|
| 58 |
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"SVHNVal:normalized_top1": 0.6054534187151416,
|
| 59 |
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"SUN397Val:normalized_top1": 0.8660826032540676,
|
| 60 |
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"avg_normalized_top1": 0.7485462711437889,
|
| 61 |
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"avg_top1": 0.6947090354217345
|
| 62 |
+
},
|
| 63 |
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"0.1": {
|
| 64 |
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"CarsVal:top1": 0.8144963144963145,
|
| 65 |
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"DTDVal:top1": 0.5824468085106383,
|
| 66 |
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"EuroSATVal:top1": 0.8011111111111111,
|
| 67 |
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"GTSRBVal:top1": 0.6152402402402403,
|
| 68 |
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|
| 69 |
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"RESISC45Val:top1": 0.7984126984126985,
|
| 70 |
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"SVHNVal:top1": 0.6498,
|
| 71 |
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|
| 72 |
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"CarsVal:normalized_top1": 0.9221140472878999,
|
| 73 |
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"DTDVal:normalized_top1": 0.6865203761755486,
|
| 74 |
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"EuroSATVal:normalized_top1": 0.8095059880239521,
|
| 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": 0.7370904117097254
|
| 82 |
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},
|
| 83 |
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"0.15000000000000002": {
|
| 84 |
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"CarsVal:top1": 0.8292383292383292,
|
| 85 |
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"DTDVal:top1": 0.6196808510638298,
|
| 86 |
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"EuroSATVal:top1": 0.8814814814814815,
|
| 87 |
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"GTSRBVal:top1": 0.6685435435435435,
|
| 88 |
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|
| 89 |
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"RESISC45Val:top1": 0.8291005291005291,
|
| 90 |
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|
| 91 |
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|
| 92 |
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"CarsVal:normalized_top1": 0.9388038942976356,
|
| 93 |
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"DTDVal:normalized_top1": 0.7304075235109717,
|
| 94 |
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"EuroSATVal:normalized_top1": 0.8907185628742516,
|
| 95 |
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"GTSRBVal:normalized_top1": 0.6690458302028549,
|
| 96 |
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"MNISTVal:normalized_top1": 0.9594458943987151,
|
| 97 |
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"RESISC45Val:normalized_top1": 0.8562841530054645,
|
| 98 |
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|
| 99 |
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"SUN397Val:normalized_top1": 0.8936170212765957,
|
| 100 |
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"avg_normalized_top1": 0.8327933551947266,
|
| 101 |
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"avg_top1": 0.7755300250528344
|
| 102 |
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},
|
| 103 |
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"0.2": {
|
| 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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"RESISC45Val:normalized_top1": 0.8038251366120218,
|
| 378 |
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"SVHNVal:normalized_top1": 0.9555876884941129,
|
| 379 |
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"SUN397Val:normalized_top1": 0.8504380475594494,
|
| 380 |
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"avg_normalized_top1": 0.8434647970873643,
|
| 381 |
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"avg_top1": 0.7886507833611953
|
| 382 |
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},
|
| 383 |
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"0.9": {
|
| 384 |
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"CarsVal:top1": 0.5491400491400491,
|
| 385 |
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"DTDVal:top1": 0.6622340425531915,
|
| 386 |
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"EuroSATVal:top1": 0.7003703703703704,
|
| 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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"EuroSATVal:normalized_top1": 0.7077095808383234,
|
| 395 |
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"GTSRBVal:normalized_top1": 0.8354620586025544,
|
| 396 |
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"MNISTVal:normalized_top1": 0.9787191327042762,
|
| 397 |
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"RESISC45Val:normalized_top1": 0.7693989071038251,
|
| 398 |
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"SVHNVal:normalized_top1": 0.9510431728981615,
|
| 399 |
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"SUN397Val:normalized_top1": 0.8197747183979975,
|
| 400 |
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"avg_normalized_top1": 0.8080460793725848,
|
| 401 |
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"avg_top1": 0.7559128080047797
|
| 402 |
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},
|
| 403 |
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"0.9500000000000001": {
|
| 404 |
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"CarsVal:top1": 0.48034398034398035,
|
| 405 |
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"DTDVal:top1": 0.6409574468085106,
|
| 406 |
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"EuroSATVal:top1": 0.6366666666666667,
|
| 407 |
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"GTSRBVal:top1": 0.7631381381381381,
|
| 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": 0.5438108484005564,
|
| 413 |
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"DTDVal:normalized_top1": 0.7554858934169278,
|
| 414 |
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"EuroSATVal:normalized_top1": 0.6433383233532934,
|
| 415 |
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"GTSRBVal:normalized_top1": 0.7637114951164538,
|
| 416 |
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"MNISTVal:normalized_top1": 0.9753061634209998,
|
| 417 |
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"RESISC45Val:normalized_top1": 0.7327868852459016,
|
| 418 |
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"SVHNVal:normalized_top1": 0.9442263995042347,
|
| 419 |
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"SUN397Val:normalized_top1": 0.7659574468085107,
|
| 420 |
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"avg_normalized_top1": 0.7655779319083598,
|
| 421 |
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"avg_top1": 0.7166318408274556
|
| 422 |
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},
|
| 423 |
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"1.0": {
|
| 424 |
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"CarsVal:top1": 0.41154791154791154,
|
| 425 |
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"DTDVal:top1": 0.601063829787234,
|
| 426 |
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"EuroSATVal:top1": 0.5288888888888889,
|
| 427 |
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"GTSRBVal:top1": 0.6895645645645646,
|
| 428 |
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"MNISTVal:top1": 0.9668,
|
| 429 |
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"RESISC45Val:top1": 0.6703703703703704,
|
| 430 |
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"SVHNVal:top1": 0.9068,
|
| 431 |
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"SUN397Val:top1": 0.5853904282115869,
|
| 432 |
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"CarsVal:normalized_top1": 0.4659248956884562,
|
| 433 |
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"DTDVal:normalized_top1": 0.7084639498432601,
|
| 434 |
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"EuroSATVal:normalized_top1": 0.5344311377245509,
|
| 435 |
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"GTSRBVal:normalized_top1": 0.6900826446280992,
|
| 436 |
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"MNISTVal:normalized_top1": 0.9704878538446096,
|
| 437 |
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"RESISC45Val:normalized_top1": 0.6923497267759563,
|
| 438 |
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"SVHNVal:normalized_top1": 0.9365833505474077,
|
| 439 |
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"SUN397Val:normalized_top1": 0.7271589486858574,
|
| 440 |
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"avg_normalized_top1": 0.7156853134672747,
|
| 441 |
+
"avg_top1": 0.6700532491713196
|
| 442 |
+
}
|
| 443 |
+
},
|
| 444 |
+
"optimal_coef": 0.5
|
| 445 |
+
}
|
lora_configurable_0.001_ViT-L-14_qkvo--/lora_configurable_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.8747668200472578,
|
| 3 |
+
"CarsVal": 0.8832923832923832,
|
| 4 |
+
"DTD": 0.8473404255319149,
|
| 5 |
+
"DTDVal": 0.848404255319149,
|
| 6 |
+
"EuroSAT": 0.9903703703703703,
|
| 7 |
+
"EuroSATVal": 0.9896296296296296,
|
| 8 |
+
"GTSRB": 0.9910530482977039,
|
| 9 |
+
"GTSRBVal": 0.9992492492492493,
|
| 10 |
+
"MNIST": 0.9967,
|
| 11 |
+
"MNISTVal": 0.9962,
|
| 12 |
+
"RESISC45": 0.9671428571428572,
|
| 13 |
+
"RESISC45Val": 0.9682539682539683,
|
| 14 |
+
"SUN397": 0.804080604534005,
|
| 15 |
+
"SUN397Val": 0.8050377833753148,
|
| 16 |
+
"SVHN": 0.9770666871542717,
|
| 17 |
+
"SVHNVal": 0.9682
|
| 18 |
+
}
|
lora_configurable_0.001_ViT-L-14_qkvofp/lora_configurable_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.8061186419599552,
|
| 4 |
+
"DTD:top1": 0.6867021276595745,
|
| 5 |
+
"EuroSAT:top1": 0.9107407407407407,
|
| 6 |
+
"GTSRB:top1": 0.9087094220110847,
|
| 7 |
+
"MNIST:top1": 0.9852,
|
| 8 |
+
"RESISC45:top1": 0.8622222222222222,
|
| 9 |
+
"SVHN:top1": 0.9394207129686539,
|
| 10 |
+
"SUN397:top1": 0.7358690176322418,
|
| 11 |
+
"Cars:normalized_top1": 0.898904451532381,
|
| 12 |
+
"DTD:normalized_top1": 0.8053649407361197,
|
| 13 |
+
"EuroSAT:normalized_top1": 0.9182225541448842,
|
| 14 |
+
"GTSRB:normalized_top1": 0.9149394132653061,
|
| 15 |
+
"MNIST:normalized_top1": 0.9877681973130138,
|
| 16 |
+
"RESISC45:normalized_top1": 0.8872917347272133,
|
| 17 |
+
"SVHN:normalized_top1": 0.9586812497549884,
|
| 18 |
+
"SUN397:normalized_top1": 0.9076053187523301,
|
| 19 |
+
"avg_normalized_top1": 0.9098472325282796,
|
| 20 |
+
"avg_top1": 0.8543728606493091
|
| 21 |
+
},
|
| 22 |
+
"val": {
|
| 23 |
+
"0.0": {
|
| 24 |
+
"CarsVal:top1": 0.7936117936117936,
|
| 25 |
+
"DTDVal:top1": 0.5478723404255319,
|
| 26 |
+
"EuroSATVal:top1": 0.6062962962962963,
|
| 27 |
+
"GTSRBVal:top1": 0.5078828828828829,
|
| 28 |
+
"MNISTVal:top1": 0.7708,
|
| 29 |
+
"RESISC45Val:top1": 0.737037037037037,
|
| 30 |
+
"SVHNVal:top1": 0.5122,
|
| 31 |
+
"SUN397Val:top1": 0.6871536523929471,
|
| 32 |
+
"CarsVal:normalized_top1": 0.8984700973574409,
|
| 33 |
+
"DTDVal:normalized_top1": 0.6498422712933754,
|
| 34 |
+
"EuroSATVal:normalized_top1": 0.6115054165110199,
|
| 35 |
+
"GTSRBVal:normalized_top1": 0.5080736012016522,
|
| 36 |
+
"MNISTVal:normalized_top1": 0.7734296608468794,
|
| 37 |
+
"RESISC45Val:normalized_top1": 0.7591280653950954,
|
| 38 |
+
"SVHNVal:normalized_top1": 0.5288044600454264,
|
| 39 |
+
"SUN397Val:normalized_top1": 0.8424953675108091,
|
| 40 |
+
"avg_normalized_top1": 0.6964686175202124,
|
| 41 |
+
"avg_top1": 0.6453567503308111
|
| 42 |
+
},
|
| 43 |
+
"0.05": {
|
| 44 |
+
"CarsVal:top1": 0.8058968058968059,
|
| 45 |
+
"DTDVal:top1": 0.5638297872340425,
|
| 46 |
+
"EuroSATVal:top1": 0.7233333333333334,
|
| 47 |
+
"GTSRBVal:top1": 0.5746996996996997,
|
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| 443 |
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| 444 |
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|
| 445 |
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}
|
lora_configurable_ortho_0.001_ViT-B-16_----fp_lambda0.1/lora_configurable_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
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"Cars:top1": 0.653774406168387,
|
| 4 |
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"DTD:top1": 0.4797872340425532,
|
| 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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|
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| 284 |
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| 288 |
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| 302 |
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|
| 443 |
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| 444 |
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|
| 445 |
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|
lora_configurable_ortho_0.001_ViT-B-16_----fp_lambda0.1/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
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| 1 |
+
{
|
| 2 |
+
"Cars": 0.8217883347842309,
|
| 3 |
+
"CarsVal": 0.7886977886977887,
|
| 4 |
+
"DTD": 0.801063829787234,
|
| 5 |
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"DTDVal": 0.8085106382978723,
|
| 6 |
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"EuroSAT": 0.9888888888888889,
|
| 7 |
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"EuroSATVal": 0.9896296296296296,
|
| 8 |
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"GTSRB": 0.9855898653998416,
|
| 9 |
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"GTSRBVal": 0.9981231231231231,
|
| 10 |
+
"MNIST": 0.9961,
|
| 11 |
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"MNISTVal": 0.9952,
|
| 12 |
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"RESISC45": 0.9588888888888889,
|
| 13 |
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"RESISC45Val": 0.9597883597883597,
|
| 14 |
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"SUN397": 0.7610075566750629,
|
| 15 |
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"SUN397Val": 0.7662468513853904,
|
| 16 |
+
"SVHN": 0.9748770743700061,
|
| 17 |
+
"SVHNVal": 0.9638
|
| 18 |
+
}
|
lora_configurable_ortho_0.001_ViT-B-16_----fp_lambda10.0/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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| 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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| 83 |
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| 437 |
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| 438 |
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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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|
lora_configurable_ortho_0.001_ViT-B-16_----fp_lambda10.0/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.8221614227086184,
|
| 3 |
+
"CarsVal": 0.7948402948402948,
|
| 4 |
+
"DTD": 0.8037234042553192,
|
| 5 |
+
"DTDVal": 0.8164893617021277,
|
| 6 |
+
"EuroSAT": 0.9907407407407407,
|
| 7 |
+
"EuroSATVal": 0.9896296296296296,
|
| 8 |
+
"GTSRB": 0.9855106888361045,
|
| 9 |
+
"GTSRBVal": 0.9988738738738738,
|
| 10 |
+
"MNIST": 0.9964,
|
| 11 |
+
"MNISTVal": 0.9946,
|
| 12 |
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"RESISC45": 0.9585714285714285,
|
| 13 |
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"RESISC45Val": 0.9650793650793651,
|
| 14 |
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"SUN397": 0.7665994962216625,
|
| 15 |
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"SUN397Val": 0.7571788413098237,
|
| 16 |
+
"SVHN": 0.9746465888137676,
|
| 17 |
+
"SVHNVal": 0.963
|
| 18 |
+
}
|
lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_CarsVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:8e48ae8409f10c891259a9a0a019694e024c53c0c841f10dfd73d6f8eceabf8c
|
| 3 |
+
size 404406
|
lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_DTDVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:58c795bde538001fa47be482e10248903b441c5283cf976462b02bc7a6ca6650
|
| 3 |
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size 98672
|
lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_EuroSATVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:f81740f11bf8fc554918255b65e2104462fe95de58125b3a043b77693e7d26c7
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size 22728
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lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_GTSRBVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:87fd363ec3352e7140aebb854911c8b7a94734e5de103afe151b87b5e228bc7d
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| 3 |
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size 90428
|
lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_MNISTVal.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:19d0f6ec89c06aabfa8747183b8c220cceab052d72857bbb701789f731463101
|
| 3 |
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size 22716
|
lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_RESISC45Val.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:5cc1b91076accb4504b7f4ffb856681d5e4e1a235111bce4ef595a0813ca3860
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| 3 |
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size 94542
|
lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_SUN397Val.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:7c3366587dc6442c6a7584ed57dfa14077345f5d338edd2abe8371e5dbef7080
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| 3 |
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size 816834
|
lora_configurable_ortho_0.001_ViT-B-16_q-v---_lambda10.0/head_SVHNVal.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:8f7ba68497c0c2e9e8ba1fe86346fe663d0861a86aa22b8f56bcdd4b6373c6e3
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| 3 |
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size 22710
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lora_configurable_ortho_0.001_ViT-B-16_qkv---_lambda1.0/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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|
| 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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"EuroSAT:normalized_top1": 0.8192725909261342,
|
| 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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| 54 |
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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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| 82 |
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},
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| 83 |
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| 84 |
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| 85 |
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|
| 86 |
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"EuroSATVal:top1": 0.8125925925925926,
|
| 87 |
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"GTSRBVal:top1": 0.6557807807807807,
|
| 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": 0.9390444810543657,
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| 93 |
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"DTDVal:normalized_top1": 0.6822742474916387,
|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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"RESISC45Val:normalized_top1": 0.8107957707289928,
|
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|
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| 102 |
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},
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|
| 104 |
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|
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"EuroSATVal:normalized_top1": 0.24943651389932384,
|
| 375 |
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"GTSRBVal:normalized_top1": 0.2131578947368421,
|
| 376 |
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"MNISTVal:normalized_top1": 0.8367839195979899,
|
| 377 |
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"RESISC45Val:normalized_top1": 0.34168057874234836,
|
| 378 |
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"SVHNVal:normalized_top1": 0.6612159329140462,
|
| 379 |
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"SUN397Val:normalized_top1": 0.24126344086021503,
|
| 380 |
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"avg_normalized_top1": 0.38855244636728326,
|
| 381 |
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"avg_top1": 0.3588102022121088
|
| 382 |
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},
|
| 383 |
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"0.9": {
|
| 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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|
| 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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|
| 401 |
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"avg_top1": 0.30118321004704923
|
| 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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|
| 409 |
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|
| 410 |
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|
| 411 |
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|
| 412 |
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|
| 413 |
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|
| 414 |
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|
| 415 |
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"GTSRBVal:normalized_top1": 0.10225563909774436,
|
| 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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"avg_normalized_top1": 0.2660328539410466,
|
| 421 |
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"avg_top1": 0.2490680797982301
|
| 422 |
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},
|
| 423 |
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"1.0": {
|
| 424 |
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"CarsVal:top1": 0.011056511056511056,
|
| 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": 0.014827018121911036,
|
| 433 |
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"DTDVal:normalized_top1": 0.25418060200668896,
|
| 434 |
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"EuroSATVal:normalized_top1": 0.17392937640871525,
|
| 435 |
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|
| 436 |
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|
| 437 |
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"RESISC45Val:normalized_top1": 0.14579855314412912,
|
| 438 |
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"SVHNVal:normalized_top1": 0.4389937106918239,
|
| 439 |
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"SUN397Val:normalized_top1": 0.05241935483870968,
|
| 440 |
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"avg_normalized_top1": 0.21453481410254005,
|
| 441 |
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"avg_top1": 0.2018224870324313
|
| 442 |
+
}
|
| 443 |
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},
|
| 444 |
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"optimal_coef": 0.25
|
| 445 |
+
}
|
lora_configurable_ortho_0.001_ViT-B-16_qkv---_lambda1.0/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
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|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.7837333664967044,
|
| 3 |
+
"CarsVal": 0.7457002457002457,
|
| 4 |
+
"DTD": 0.7909574468085107,
|
| 5 |
+
"DTDVal": 0.7952127659574468,
|
| 6 |
+
"EuroSAT": 0.9877777777777778,
|
| 7 |
+
"EuroSATVal": 0.9859259259259259,
|
| 8 |
+
"GTSRB": 0.9866191607284244,
|
| 9 |
+
"GTSRBVal": 0.9984984984984985,
|
| 10 |
+
"MNIST": 0.9961,
|
| 11 |
+
"MNISTVal": 0.995,
|
| 12 |
+
"RESISC45": 0.9536507936507936,
|
| 13 |
+
"RESISC45Val": 0.9507936507936507,
|
| 14 |
+
"SUN397": 0.7495717884130982,
|
| 15 |
+
"SUN397Val": 0.7496221662468514,
|
| 16 |
+
"SVHN": 0.9702289489858635,
|
| 17 |
+
"SVHNVal": 0.954
|
| 18 |
+
}
|
lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda0.1/lora_configurable_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
+
"Cars:top1": 0.6857356050242507,
|
| 4 |
+
"DTD:top1": 0.5771276595744681,
|
| 5 |
+
"EuroSAT:top1": 0.7707407407407407,
|
| 6 |
+
"GTSRB:top1": 0.785193982581156,
|
| 7 |
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"MNIST:top1": 0.9671,
|
| 8 |
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"RESISC45:top1": 0.7526984126984126,
|
| 9 |
+
"SVHN:top1": 0.9019668100799016,
|
| 10 |
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"SUN397:top1": 0.6809571788413098,
|
| 11 |
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"Cars:normalized_top1": 0.8608899297423888,
|
| 12 |
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"DTD:normalized_top1": 0.7228514323784144,
|
| 13 |
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"EuroSAT:normalized_top1": 0.7791089479595656,
|
| 14 |
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"GTSRB:normalized_top1": 0.7959707841720844,
|
| 15 |
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"MNIST:normalized_top1": 0.9715692184046615,
|
| 16 |
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"RESISC45:normalized_top1": 0.7870539419087136,
|
| 17 |
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"SVHN:normalized_top1": 0.9293121190532732,
|
| 18 |
+
"SUN397:normalized_top1": 0.9056616415410385,
|
| 19 |
+
"avg_normalized_top1": 0.8440522518950175,
|
| 20 |
+
"avg_top1": 0.7651900486925299
|
| 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 |
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"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 |
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"DTDVal:normalized_top1": 0.5671140939597316,
|
| 34 |
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"EuroSATVal:normalized_top1": 0.5452157598499062,
|
| 35 |
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"GTSRBVal:normalized_top1": 0.4292701279157261,
|
| 36 |
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"MNISTVal:normalized_top1": 0.5073307893151235,
|
| 37 |
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"RESISC45Val:normalized_top1": 0.7039691289966924,
|
| 38 |
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"SVHNVal:normalized_top1": 0.46436015006252607,
|
| 39 |
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"SUN397Val:normalized_top1": 0.8655126498002663,
|
| 40 |
+
"avg_normalized_top1": 0.6124233899953335,
|
| 41 |
+
"avg_top1": 0.5421677363824102
|
| 42 |
+
},
|
| 43 |
+
"0.05": {
|
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| 315 |
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| 316 |
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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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| 329 |
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| 330 |
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| 333 |
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| 334 |
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| 339 |
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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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| 355 |
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| 356 |
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| 358 |
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| 359 |
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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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| 371 |
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|
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|
| 377 |
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|
| 378 |
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|
| 379 |
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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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|
| 402 |
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|
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|
| 422 |
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| 423 |
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"1.0": {
|
| 424 |
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|
| 425 |
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| 431 |
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|
| 433 |
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|
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|
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|
| 436 |
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|
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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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}
|
lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda0.1/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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{
|
| 2 |
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"Cars": 0.7965427185673424,
|
| 3 |
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"CarsVal": 0.7837837837837838,
|
| 4 |
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"DTD": 0.7984042553191489,
|
| 5 |
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"DTDVal": 0.7925531914893617,
|
| 6 |
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|
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|
| 8 |
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"GTSRB": 0.9864608076009501,
|
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"GTSRBVal": 0.9977477477477478,
|
| 10 |
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"MNIST": 0.9954,
|
| 11 |
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"MNISTVal": 0.9958,
|
| 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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"SVHN": 0.9705746773202213,
|
| 17 |
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"SVHNVal": 0.9596
|
| 18 |
+
}
|
lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_CarsVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 404406
|
lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_DTDVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 98672
|
lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_EuroSATVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 22728
|
lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_GTSRBVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:87fd363ec3352e7140aebb854911c8b7a94734e5de103afe151b87b5e228bc7d
|
| 3 |
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size 90428
|
lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_MNISTVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:19d0f6ec89c06aabfa8747183b8c220cceab052d72857bbb701789f731463101
|
| 3 |
+
size 22716
|
lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_RESISC45Val.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
+
size 94542
|
lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_SUN397Val.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:7c3366587dc6442c6a7584ed57dfa14077345f5d338edd2abe8371e5dbef7080
|
| 3 |
+
size 816834
|
lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda10.0/head_SVHNVal.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 sha256:8f7ba68497c0c2e9e8ba1fe86346fe663d0861a86aa22b8f56bcdd4b6373c6e3
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| 3 |
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size 22710
|
lora_configurable_ortho_0.001_ViT-B-16_qkvo--_lambda100.0/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.7780126849894292,
|
| 3 |
+
"CarsVal": 0.7874692874692875,
|
| 4 |
+
"DTD": 0.7882978723404256,
|
| 5 |
+
"DTDVal": 0.7792553191489362,
|
| 6 |
+
"EuroSAT": 0.9859259259259259,
|
| 7 |
+
"EuroSATVal": 0.9888888888888889,
|
| 8 |
+
"GTSRB": 0.9866983372921615,
|
| 9 |
+
"GTSRBVal": 0.9988738738738738,
|
| 10 |
+
"MNIST": 0.9962,
|
| 11 |
+
"MNISTVal": 0.9944,
|
| 12 |
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"RESISC45": 0.9485714285714286,
|
| 13 |
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"RESISC45Val": 0.9518518518518518,
|
| 14 |
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"SUN397": 0.7413098236775819,
|
| 15 |
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"SUN397Val": 0.7425692695214106,
|
| 16 |
+
"SVHN": 0.970459434542102,
|
| 17 |
+
"SVHNVal": 0.9566
|
| 18 |
+
}
|
lora_configurable_ortho_0.001_ViT-B-16_qkvofp_lambda0.1/lora_configurable_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
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|
|
|
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|
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|
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|
|
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|
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|
|
|
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|
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|
|
|
|
|
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|
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|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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|
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|
|
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|
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|
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|
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|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
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|
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|
|
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|
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|
|
|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
|
|
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|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
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|
|
|
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|
|
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|
|
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|
|
|
|
|
|
|
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|
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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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"Cars:normalized_top1": 0.83158525621816,
|
| 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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| 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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| 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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| 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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| 142 |
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| 163 |
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| 165 |
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| 167 |
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| 168 |
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|
lora_configurable_ortho_0.001_ViT-B-16_qkvofp_lambda0.1/lora_configurable_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
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|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.8299962691207561,
|
| 3 |
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"CarsVal": 0.8071253071253072,
|
| 4 |
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"DTD": 0.8085106382978723,
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| 5 |
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"DTDVal": 0.7952127659574468,
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| 6 |
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"EuroSAT": 0.9907407407407407,
|
| 7 |
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"EuroSATVal": 0.9881481481481481,
|
| 8 |
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"GTSRB": 0.9872525732383215,
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| 9 |
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"GTSRBVal": 0.9988738738738738,
|
| 10 |
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"MNIST": 0.9959,
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| 11 |
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"MNISTVal": 0.9954,
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| 12 |
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"RESISC45": 0.9623809523809523,
|
| 13 |
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"RESISC45Val": 0.9624338624338624,
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| 14 |
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"SUN397": 0.7647858942065491,
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| 15 |
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"SUN397Val": 0.7566750629722921,
|
| 16 |
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"SVHN": 0.9758758451137062,
|
| 17 |
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"SVHNVal": 0.9644
|
| 18 |
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}
|
lora_configurable_ortho_0.001_ViT-B-32_----fp_lambda0.1/lora_configurable_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
|
| 1 |
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{
|
| 2 |
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"test": {
|
| 3 |
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|
| 4 |
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"DTD:top1": 0.5324468085106383,
|
| 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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"avg_top1": 0.6835839460469866
|
| 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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"DTDVal:top1": 0.425531914893617,
|
| 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": 0.2916,
|
| 31 |
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| 32 |
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"CarsVal:normalized_top1": 0.8391003460207611,
|
| 33 |
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| 34 |
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"EuroSATVal:normalized_top1": 0.45140712945590994,
|
| 35 |
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| 36 |
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|
| 37 |
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| 38 |
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"SVHNVal:normalized_top1": 0.3050847457627119,
|
| 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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|
| 61 |
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|
| 62 |
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},
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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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"DTDVal:normalized_top1": 0.6245733788395904,
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| 74 |
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"EuroSATVal:normalized_top1": 0.6799249530956848,
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|
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| 82 |
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},
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| 83 |
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| 84 |
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|
| 102 |
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| 103 |
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|
| 104 |
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|
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"GTSRBVal:top1": 0.01539039039039039,
|
| 388 |
+
"MNISTVal:top1": 0.2742,
|
| 389 |
+
"RESISC45Val:top1": 0.03756613756613757,
|
| 390 |
+
"SVHNVal:top1": 0.1934,
|
| 391 |
+
"SUN397Val:top1": 0.0020151133501259445,
|
| 392 |
+
"CarsVal:normalized_top1": 0.003460207612456747,
|
| 393 |
+
"DTDVal:normalized_top1": 0.08532423208191126,
|
| 394 |
+
"EuroSATVal:normalized_top1": 0.10619136960600375,
|
| 395 |
+
"GTSRBVal:normalized_top1": 0.015413533834586466,
|
| 396 |
+
"MNISTVal:normalized_top1": 0.2755225080385852,
|
| 397 |
+
"RESISC45Val:normalized_top1": 0.03933518005540167,
|
| 398 |
+
"SVHNVal:normalized_top1": 0.20234358652437748,
|
| 399 |
+
"SUN397Val:normalized_top1": 0.0027359781121751026,
|
| 400 |
+
"avg_normalized_top1": 0.0912908244831872,
|
| 401 |
+
"avg_top1": 0.08704160253507486
|
| 402 |
+
},
|
| 403 |
+
"0.9500000000000001": {
|
| 404 |
+
"CarsVal:top1": 0.002457002457002457,
|
| 405 |
+
"DTDVal:top1": 0.05585106382978723,
|
| 406 |
+
"EuroSATVal:top1": 0.1037037037037037,
|
| 407 |
+
"GTSRBVal:top1": 0.01539039039039039,
|
| 408 |
+
"MNISTVal:top1": 0.209,
|
| 409 |
+
"RESISC45Val:top1": 0.03439153439153439,
|
| 410 |
+
"SVHNVal:top1": 0.1704,
|
| 411 |
+
"SUN397Val:top1": 0.0015113350125944584,
|
| 412 |
+
"CarsVal:normalized_top1": 0.003460207612456747,
|
| 413 |
+
"DTDVal:normalized_top1": 0.07167235494880546,
|
| 414 |
+
"EuroSATVal:normalized_top1": 0.10506566604127579,
|
| 415 |
+
"GTSRBVal:normalized_top1": 0.015413533834586466,
|
| 416 |
+
"MNISTVal:normalized_top1": 0.210008038585209,
|
| 417 |
+
"RESISC45Val:normalized_top1": 0.03601108033240997,
|
| 418 |
+
"SVHNVal:normalized_top1": 0.17827997489014438,
|
| 419 |
+
"SUN397Val:normalized_top1": 0.002051983584131327,
|
| 420 |
+
"avg_normalized_top1": 0.07774535497862739,
|
| 421 |
+
"avg_top1": 0.07408812872312658
|
| 422 |
+
},
|
| 423 |
+
"1.0": {
|
| 424 |
+
"CarsVal:top1": 0.0036855036855036856,
|
| 425 |
+
"DTDVal:top1": 0.047872340425531915,
|
| 426 |
+
"EuroSATVal:top1": 0.10148148148148148,
|
| 427 |
+
"GTSRBVal:top1": 0.01539039039039039,
|
| 428 |
+
"MNISTVal:top1": 0.1666,
|
| 429 |
+
"RESISC45Val:top1": 0.033862433862433865,
|
| 430 |
+
"SVHNVal:top1": 0.1552,
|
| 431 |
+
"SUN397Val:top1": 0.0025188916876574307,
|
| 432 |
+
"CarsVal:normalized_top1": 0.005190311418685121,
|
| 433 |
+
"DTDVal:normalized_top1": 0.06143344709897611,
|
| 434 |
+
"EuroSATVal:normalized_top1": 0.10281425891181989,
|
| 435 |
+
"GTSRBVal:normalized_top1": 0.015413533834586466,
|
| 436 |
+
"MNISTVal:normalized_top1": 0.16740353697749197,
|
| 437 |
+
"RESISC45Val:normalized_top1": 0.03545706371191136,
|
| 438 |
+
"SVHNVal:normalized_top1": 0.1623770663318686,
|
| 439 |
+
"SUN397Val:normalized_top1": 0.003419972640218878,
|
| 440 |
+
"avg_normalized_top1": 0.0691886488656948,
|
| 441 |
+
"avg_top1": 0.06582638019162484
|
| 442 |
+
}
|
| 443 |
+
},
|
| 444 |
+
"optimal_coef": 0.2
|
| 445 |
+
}
|
lora_configurable_ortho_0.001_ViT-B-32_q-v---_lambda1.0/head_CarsVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a2609535287b8ecacc6d9779052573dfc16ffebce1a225fad5a89f3d835858a4
|
| 3 |
+
size 404406
|
lora_configurable_ortho_0.001_ViT-B-32_q-v---_lambda1.0/head_DTDVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:80e590a7eff8816989952f9a0b53c65a1f3a0e065c24d7cb6e591ef41dd708bf
|
| 3 |
+
size 98672
|
lora_configurable_ortho_0.001_ViT-B-32_q-v---_lambda1.0/head_EuroSATVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d07fb84fe9c2a0d3c6529673f65b4eaee3134d98a3dbed8ef240c5d1e6f59e40
|
| 3 |
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size 22728
|