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Browse files- loraatt_0.001_ViT-B-16/head_DTDVal.pt +3 -0
- loraatt_0.001_ViT-B-16/head_EuroSATVal.pt +3 -0
- loraatt_0.001_ViT-B-16/head_MNISTVal.pt +3 -0
- loraatt_0.001_ViT-B-16/head_SVHNVal.pt +3 -0
- loraatt_0.001_ViT-B-16/loraatt_additions.json +445 -0
- loraatt_0.001_ViT-B-16/loraatt_ft_accuracies.json +18 -0
- loraatt_0.001_ViT-B-32/DTDVal/loraatt_finetuned.pt +3 -0
- loraatt_0.001_ViT-B-32/DTDVal/loraatt_zeroshot.pt +3 -0
- loraatt_0.001_ViT-B-32/EuroSATVal/loraatt_zeroshot.pt +3 -0
- loraatt_0.001_ViT-B-32/GTSRBVal/loraatt_zeroshot.pt +3 -0
- loraatt_0.001_ViT-B-32/MNISTVal/loraatt_finetuned.pt +3 -0
- loraatt_0.001_ViT-B-32/MNISTVal/loraatt_zeroshot.pt +3 -0
- loraatt_0.001_ViT-B-32/SVHNVal/loraatt_zeroshot.pt +3 -0
- loraatt_0.001_ViT-B-32/head_EuroSATVal.pt +3 -0
- loraatt_0.001_ViT-B-32/head_MNISTVal.pt +3 -0
- loraatt_0.001_ViT-B-32/head_RESISC45Val.pt +3 -0
- loraatt_0.001_ViT-B-32/head_SVHNVal.pt +3 -0
- loraatt_0.001_ViT-B-32/loraatt_additions.json +445 -0
- loraatt_0.001_ViT-B-32/loraatt_ft_accuracies.json +18 -0
- loraatt_0.001_ViT-L-14/head_DTDVal.pt +3 -0
- loraatt_0.001_ViT-L-14/head_EuroSATVal.pt +3 -0
- loraatt_0.001_ViT-L-14/head_MNISTVal.pt +3 -0
- loraatt_0.001_ViT-L-14/head_SVHNVal.pt +3 -0
- loraatt_0.001_ViT-L-14/loraatt_additions.json +445 -0
- loraatt_0.001_ViT-L-14/loraatt_ft_accuracies.json +18 -0
- loraatt_ortho_0.001_lambda1.0_ViT-L-14/head_MNISTVal.pt +3 -0
- loraatt_ortho_0.001_lambda1.0_ViT-L-14/head_SVHNVal.pt +3 -0
- loraatt_ortho_0.001_lambda1.0_ViT-L-14/loraatt_ortho_additions.json +445 -0
- loraatt_ortho_0.001_lambda1.0_ViT-L-14/loraatt_ortho_ft_accuracies.json +18 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-16/CarsVal/loraatt_ortho_finetuned.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-16/DTDVal/loraatt_ortho_zeroshot.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-16/EuroSATVal/loraatt_ortho_zeroshot.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-16/GTSRBVal/loraatt_ortho_zeroshot.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-16/MNISTVal/loraatt_ortho_finetuned.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-16/SUN397Val/loraatt_ortho_zeroshot.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-16/SVHNVal/loraatt_ortho_finetuned.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-16/head_GTSRBVal.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-16/loraatt_ortho_additions.json +445 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-16/loraatt_ortho_ft_accuracies.json +18 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-32/CarsVal/loraatt_ortho_zeroshot.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-32/DTDVal/loraatt_ortho_finetuned.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-32/DTDVal/loraatt_ortho_zeroshot.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-32/EuroSATVal/loraatt_ortho_finetuned.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-32/GTSRBVal/loraatt_ortho_zeroshot.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-32/MNISTVal/loraatt_ortho_zeroshot.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-32/RESISC45Val/loraatt_ortho_zeroshot.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-32/SUN397Val/loraatt_ortho_zeroshot.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-32/SVHNVal/loraatt_ortho_zeroshot.pt +3 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-32/loraatt_ortho_additions.json +445 -0
- loraatt_ortho_0.001_lambda10.0_ViT-B-32/loraatt_ortho_ft_accuracies.json +18 -0
loraatt_0.001_ViT-B-16/head_DTDVal.pt
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size 98672
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loraatt_0.001_ViT-B-16/head_EuroSATVal.pt
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size 22728
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loraatt_0.001_ViT-B-16/head_MNISTVal.pt
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size 22716
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loraatt_0.001_ViT-B-16/head_SVHNVal.pt
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version https://git-lfs.github.com/spec/v1
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size 22710
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loraatt_0.001_ViT-B-16/loraatt_additions.json
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| 1 |
+
{
|
| 2 |
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"test": {
|
| 3 |
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"Cars:top1": 0.694689715209551,
|
| 4 |
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"DTD:top1": 0.5484042553191489,
|
| 5 |
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"EuroSAT:top1": 0.8266666666666667,
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| 6 |
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"GTSRB:top1": 0.7237529691211402,
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| 7 |
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"MNIST:top1": 0.9702,
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| 8 |
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"RESISC45:top1": 0.7685714285714286,
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| 9 |
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"SVHN:top1": 0.8950138291333744,
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| 10 |
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"SUN397:top1": 0.6914861460957179,
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| 11 |
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"Cars:normalized_top1": 0.8751370828763904,
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| 12 |
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"DTD:normalized_top1": 0.6769533814839134,
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| 13 |
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"EuroSAT:normalized_top1": 0.8365817091454273,
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| 14 |
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"GTSRB:normalized_top1": 0.7329805147943228,
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| 15 |
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"MNIST:normalized_top1": 0.9746835443037974,
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| 16 |
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"RESISC45:normalized_top1": 0.8052552802261767,
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| 17 |
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"SVHN:normalized_top1": 0.920327065887186,
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| 18 |
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"SUN397:normalized_top1": 0.9186186588140811,
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| 19 |
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"avg_normalized_top1": 0.842567154691412,
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| 20 |
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"avg_top1": 0.7648481262646285
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| 21 |
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},
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| 22 |
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"val": {
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| 23 |
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"0.0": {
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| 24 |
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"CarsVal:top1": 0.64004914004914,
|
| 25 |
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"DTDVal:top1": 0.449468085106383,
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| 26 |
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"EuroSATVal:top1": 0.5381481481481482,
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| 27 |
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"GTSRBVal:top1": 0.4283033033033033,
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| 28 |
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"MNISTVal:top1": 0.5052,
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| 29 |
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"RESISC45Val:top1": 0.6756613756613756,
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| 30 |
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"SVHNVal:top1": 0.4456,
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| 31 |
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"SUN397Val:top1": 0.654911838790932,
|
| 32 |
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"CarsVal:normalized_top1": 0.8296178343949044,
|
| 33 |
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"DTDVal:normalized_top1": 0.5504885993485341,
|
| 34 |
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"EuroSATVal:normalized_top1": 0.5443986511802174,
|
| 35 |
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"GTSRBVal:normalized_top1": 0.42894736842105263,
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| 36 |
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"MNISTVal:normalized_top1": 0.507636655948553,
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| 37 |
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"RESISC45Val:normalized_top1": 0.7031938325991189,
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| 38 |
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"SVHNVal:normalized_top1": 0.4646506777893639,
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| 39 |
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"SUN397Val:normalized_top1": 0.8666666666666666,
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| 40 |
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"avg_normalized_top1": 0.6119500357935513,
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| 41 |
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"avg_top1": 0.5421677363824102
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| 42 |
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},
|
| 43 |
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"0.05": {
|
| 44 |
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"CarsVal:top1": 0.6633906633906634,
|
| 45 |
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"DTDVal:top1": 0.46808510638297873,
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| 46 |
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"EuroSATVal:top1": 0.6185185185185185,
|
| 47 |
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"GTSRBVal:top1": 0.47184684684684686,
|
| 48 |
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"MNISTVal:top1": 0.7174,
|
| 49 |
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"RESISC45Val:top1": 0.7095238095238096,
|
| 50 |
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"SVHNVal:top1": 0.538,
|
| 51 |
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"SUN397Val:top1": 0.6685138539042821,
|
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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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| 335 |
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| 336 |
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| 337 |
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| 338 |
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| 339 |
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| 340 |
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| 341 |
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| 342 |
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| 343 |
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| 344 |
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| 345 |
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| 346 |
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| 347 |
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| 348 |
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| 349 |
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| 350 |
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| 351 |
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| 352 |
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| 353 |
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| 354 |
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| 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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| 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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|
| 445 |
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|
loraatt_0.001_ViT-B-16/loraatt_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
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{
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| 3 |
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| 4 |
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| 5 |
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|
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|
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|
| 17 |
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"SVHNVal": 0.959
|
| 18 |
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}
|
loraatt_0.001_ViT-B-32/DTDVal/loraatt_finetuned.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
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|
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|
| 1 |
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size 455649866
|
loraatt_0.001_ViT-B-32/DTDVal/loraatt_zeroshot.pt
ADDED
|
@@ -0,0 +1,3 @@
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size 455649656
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loraatt_0.001_ViT-B-32/EuroSATVal/loraatt_zeroshot.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
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size 455649656
|
loraatt_0.001_ViT-B-32/GTSRBVal/loraatt_zeroshot.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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|
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size 455649656
|
loraatt_0.001_ViT-B-32/MNISTVal/loraatt_finetuned.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 455649866
|
loraatt_0.001_ViT-B-32/MNISTVal/loraatt_zeroshot.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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|
|
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version https://git-lfs.github.com/spec/v1
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size 455649656
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loraatt_0.001_ViT-B-32/SVHNVal/loraatt_zeroshot.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 455649656
|
loraatt_0.001_ViT-B-32/head_EuroSATVal.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
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|
|
|
|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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loraatt_0.001_ViT-B-32/head_MNISTVal.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
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size 22716
|
loraatt_0.001_ViT-B-32/head_RESISC45Val.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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|
|
|
|
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|
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|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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size 94542
|
loraatt_0.001_ViT-B-32/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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loraatt_0.001_ViT-B-32/loraatt_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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"SVHN:top1": 0.8572526121696373,
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| 10 |
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"SUN397:top1": 0.672191435768262,
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| 11 |
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"Cars:normalized_top1": 0.9394429469901168,
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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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| 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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| 90 |
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| 102 |
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| 122 |
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| 123 |
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| 124 |
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| 126 |
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| 182 |
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| 183 |
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| 184 |
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| 185 |
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| 186 |
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| 187 |
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| 188 |
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| 189 |
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| 190 |
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}
|
loraatt_0.001_ViT-B-32/loraatt_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
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| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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| 8 |
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|
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| 10 |
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|
| 11 |
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|
| 12 |
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|
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|
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|
| 16 |
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|
| 17 |
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"SVHNVal": 0.9544
|
| 18 |
+
}
|
loraatt_0.001_ViT-L-14/head_DTDVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
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|
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|
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|
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|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:ac5b3b84423fe27fa97cb1dc5ee98da0db41e63a89ba2913893c7fd3693bfbfe
|
| 3 |
+
size 146800
|
loraatt_0.001_ViT-L-14/head_EuroSATVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:3e7cfd2f2369aa42c61bebfea509a031032b7a78c6e53c1d953be502ed83e47b
|
| 3 |
+
size 32968
|
loraatt_0.001_ViT-L-14/head_MNISTVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:daf8563556b1ea804b26cc8e9ed872c4d0a05eb863bedf25b1540d1aa9d9787a
|
| 3 |
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size 32956
|
loraatt_0.001_ViT-L-14/head_SVHNVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:46f0ac4e54f81455dfe89eb1ba57955ff79e3ab7e2115e71d8844a055f25e39b
|
| 3 |
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size 32950
|
loraatt_0.001_ViT-L-14/loraatt_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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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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| 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": 0.8686446417435318
|
| 21 |
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},
|
| 22 |
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"val": {
|
| 23 |
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"0.0": {
|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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},
|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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|
| 61 |
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|
| 62 |
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| 63 |
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| 64 |
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|
| 65 |
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| 66 |
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|
| 67 |
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|
| 68 |
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| 69 |
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| 70 |
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| 71 |
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| 72 |
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| 74 |
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| 83 |
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| 84 |
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| 383 |
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"0.9": {
|
| 384 |
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"CarsVal:top1": 0.5921375921375921,
|
| 385 |
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"DTDVal:top1": 0.5718085106382979,
|
| 386 |
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"EuroSATVal:top1": 0.5396296296296297,
|
| 387 |
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"GTSRBVal:top1": 0.8066816816816816,
|
| 388 |
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"MNISTVal:top1": 0.9734,
|
| 389 |
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"RESISC45Val:top1": 0.6941798941798942,
|
| 390 |
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"SVHNVal:top1": 0.9066,
|
| 391 |
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|
| 392 |
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"CarsVal:normalized_top1": 0.6750700280112044,
|
| 393 |
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"DTDVal:normalized_top1": 0.6847133757961783,
|
| 394 |
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"EuroSATVal:normalized_top1": 0.5452844311377246,
|
| 395 |
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"GTSRBVal:normalized_top1": 0.8072877535687453,
|
| 396 |
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"MNISTVal:normalized_top1": 0.9773092369477913,
|
| 397 |
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"RESISC45Val:normalized_top1": 0.7192982456140351,
|
| 398 |
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"SVHNVal:normalized_top1": 0.9371511267314451,
|
| 399 |
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"SUN397Val:normalized_top1": 0.7803504380475595,
|
| 400 |
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"avg_normalized_top1": 0.7658080794818354,
|
| 401 |
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"avg_top1": 0.7140811118961073
|
| 402 |
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},
|
| 403 |
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"0.9500000000000001": {
|
| 404 |
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"CarsVal:top1": 0.515970515970516,
|
| 405 |
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"DTDVal:top1": 0.5398936170212766,
|
| 406 |
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"EuroSATVal:top1": 0.49,
|
| 407 |
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"GTSRBVal:top1": 0.75,
|
| 408 |
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"MNISTVal:top1": 0.9642,
|
| 409 |
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"RESISC45Val:top1": 0.6423280423280423,
|
| 410 |
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"SVHNVal:top1": 0.8964,
|
| 411 |
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"SUN397Val:top1": 0.5924433249370277,
|
| 412 |
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"CarsVal:normalized_top1": 0.5882352941176471,
|
| 413 |
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"DTDVal:normalized_top1": 0.6464968152866242,
|
| 414 |
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"EuroSATVal:normalized_top1": 0.49513473053892215,
|
| 415 |
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"GTSRBVal:normalized_top1": 0.7505634861006761,
|
| 416 |
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"MNISTVal:normalized_top1": 0.9680722891566265,
|
| 417 |
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"RESISC45Val:normalized_top1": 0.6655701754385964,
|
| 418 |
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"SVHNVal:normalized_top1": 0.9266074012817862,
|
| 419 |
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"SUN397Val:normalized_top1": 0.7359198998748435,
|
| 420 |
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"avg_normalized_top1": 0.7220750114744652,
|
| 421 |
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"avg_top1": 0.6739044375321078
|
| 422 |
+
},
|
| 423 |
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"1.0": {
|
| 424 |
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"CarsVal:top1": 0.4176904176904177,
|
| 425 |
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"DTDVal:top1": 0.48138297872340424,
|
| 426 |
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"EuroSATVal:top1": 0.45185185185185184,
|
| 427 |
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"GTSRBVal:top1": 0.6884384384384384,
|
| 428 |
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"MNISTVal:top1": 0.9484,
|
| 429 |
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"RESISC45Val:top1": 0.5777777777777777,
|
| 430 |
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"SVHNVal:top1": 0.8758,
|
| 431 |
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"SUN397Val:top1": 0.5425692695214106,
|
| 432 |
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"CarsVal:normalized_top1": 0.4761904761904762,
|
| 433 |
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"DTDVal:normalized_top1": 0.5764331210191083,
|
| 434 |
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"EuroSATVal:normalized_top1": 0.45658682634730535,
|
| 435 |
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"GTSRBVal:normalized_top1": 0.6889556724267468,
|
| 436 |
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"MNISTVal:normalized_top1": 0.9522088353413655,
|
| 437 |
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"RESISC45Val:normalized_top1": 0.5986842105263157,
|
| 438 |
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"SVHNVal:normalized_top1": 0.9053132106677693,
|
| 439 |
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"SUN397Val:normalized_top1": 0.6739674593241552,
|
| 440 |
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"avg_normalized_top1": 0.6660424764804053,
|
| 441 |
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"avg_top1": 0.6229888417504126
|
| 442 |
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}
|
| 443 |
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},
|
| 444 |
+
"optimal_coef": 0.5
|
| 445 |
+
}
|
loraatt_0.001_ViT-L-14/loraatt_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.8791195124984454,
|
| 3 |
+
"CarsVal": 0.8771498771498771,
|
| 4 |
+
"DTD": 0.8361702127659575,
|
| 5 |
+
"DTDVal": 0.8351063829787234,
|
| 6 |
+
"EuroSAT": 0.9907407407407407,
|
| 7 |
+
"EuroSATVal": 0.9896296296296296,
|
| 8 |
+
"GTSRB": 0.9898653998416469,
|
| 9 |
+
"GTSRBVal": 0.9992492492492493,
|
| 10 |
+
"MNIST": 0.9965,
|
| 11 |
+
"MNISTVal": 0.996,
|
| 12 |
+
"RESISC45": 0.9677777777777777,
|
| 13 |
+
"RESISC45Val": 0.9650793650793651,
|
| 14 |
+
"SUN397": 0.8050377833753148,
|
| 15 |
+
"SUN397Val": 0.8050377833753148,
|
| 16 |
+
"SVHN": 0.9774892440073756,
|
| 17 |
+
"SVHNVal": 0.9674
|
| 18 |
+
}
|
loraatt_ortho_0.001_lambda1.0_ViT-L-14/head_MNISTVal.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
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|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:daf8563556b1ea804b26cc8e9ed872c4d0a05eb863bedf25b1540d1aa9d9787a
|
| 3 |
+
size 32956
|
loraatt_ortho_0.001_lambda1.0_ViT-L-14/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 sha256:46f0ac4e54f81455dfe89eb1ba57955ff79e3ab7e2115e71d8844a055f25e39b
|
| 3 |
+
size 32950
|
loraatt_ortho_0.001_lambda1.0_ViT-L-14/loraatt_ortho_additions.json
ADDED
|
@@ -0,0 +1,445 @@
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"test": {
|
| 3 |
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"Cars:top1": 0.8593458525059072,
|
| 4 |
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"DTD:top1": 0.7893617021276595,
|
| 5 |
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"EuroSAT:top1": 0.9381481481481482,
|
| 6 |
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"GTSRB:top1": 0.9480601741884402,
|
| 7 |
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"MNIST:top1": 0.9851,
|
| 8 |
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"RESISC45:top1": 0.9115873015873016,
|
| 9 |
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"SVHN:top1": 0.9456822372464659,
|
| 10 |
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"SUN397:top1": 0.7647858942065491,
|
| 11 |
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"Cars:normalized_top1": 0.9633347274501604,
|
| 12 |
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"DTD:normalized_top1": 0.9263420724094881,
|
| 13 |
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"EuroSAT:normalized_top1": 0.9447967176426707,
|
| 14 |
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"GTSRB:normalized_top1": 0.9570777715610264,
|
| 15 |
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"MNIST:normalized_top1": 0.9874699278267842,
|
| 16 |
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"RESISC45:normalized_top1": 0.9383986928104575,
|
| 17 |
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"SVHN:normalized_top1": 0.9671184443134945,
|
| 18 |
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"SUN397:normalized_top1": 0.9483383308345827,
|
| 19 |
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"avg_normalized_top1": 0.954109585606083,
|
| 20 |
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"avg_top1": 0.892758913751309
|
| 21 |
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},
|
| 22 |
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"val": {
|
| 23 |
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"0.0": {
|
| 24 |
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"CarsVal:top1": 0.7936117936117936,
|
| 25 |
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"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 |
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"RESISC45Val:top1": 0.737037037037037,
|
| 30 |
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"SVHNVal:top1": 0.5122,
|
| 31 |
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"SUN397Val:top1": 0.6871536523929471,
|
| 32 |
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"CarsVal:normalized_top1": 0.906030855539972,
|
| 33 |
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"DTDVal:normalized_top1": 0.6498422712933754,
|
| 34 |
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"EuroSATVal:normalized_top1": 0.6126497005988024,
|
| 35 |
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"GTSRBVal:normalized_top1": 0.5088379089883415,
|
| 36 |
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"MNISTVal:normalized_top1": 0.773740212808673,
|
| 37 |
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"RESISC45Val:normalized_top1": 0.760786455488804,
|
| 38 |
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"SVHNVal:normalized_top1": 0.5285861713106296,
|
| 39 |
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"SUN397Val:normalized_top1": 0.853566958698373,
|
| 40 |
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"avg_normalized_top1": 0.6992550668408714,
|
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| 312 |
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| 313 |
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| 314 |
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| 315 |
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| 316 |
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| 317 |
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| 318 |
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| 319 |
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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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| 335 |
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| 336 |
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| 337 |
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| 338 |
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| 339 |
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| 340 |
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|
| 341 |
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|
| 342 |
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|
| 343 |
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|
| 344 |
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|
| 345 |
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| 346 |
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| 347 |
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| 348 |
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| 349 |
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| 350 |
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| 351 |
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| 352 |
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| 353 |
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| 354 |
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| 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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| 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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| 372 |
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| 374 |
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| 376 |
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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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| 422 |
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| 423 |
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| 424 |
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| 442 |
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| 443 |
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| 444 |
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|
| 445 |
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|
loraatt_ortho_0.001_lambda1.0_ViT-L-14/loraatt_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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|
| 1 |
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{
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| 2 |
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"Cars": 0.8920532272105459,
|
| 3 |
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|
| 4 |
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|
| 5 |
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"DTDVal": 0.8430851063829787,
|
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|
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|
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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": 0.9778349723417332,
|
| 17 |
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"SVHNVal": 0.969
|
| 18 |
+
}
|
loraatt_ortho_0.001_lambda10.0_ViT-B-16/CarsVal/loraatt_ortho_finetuned.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
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|
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|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
+
size 449024886
|
loraatt_ortho_0.001_lambda10.0_ViT-B-16/DTDVal/loraatt_ortho_zeroshot.pt
ADDED
|
@@ -0,0 +1,3 @@
|
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|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 449024676
|
loraatt_ortho_0.001_lambda10.0_ViT-B-16/EuroSATVal/loraatt_ortho_zeroshot.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:d5634d618190dc13bb739084b1a36f24aba43eed2a6f86685f009d83bf8d9ae7
|
| 3 |
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size 449024676
|
loraatt_ortho_0.001_lambda10.0_ViT-B-16/GTSRBVal/loraatt_ortho_zeroshot.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
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|
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|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:2a5cb49308cdfd93de33c750f99ebc79b08988e18790229e34e4cb988bcb6f77
|
| 3 |
+
size 449024676
|
loraatt_ortho_0.001_lambda10.0_ViT-B-16/MNISTVal/loraatt_ortho_finetuned.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:e352e374f5cec7d2be54e1f22115818b539275f088208a23eed6870643d97496
|
| 3 |
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size 449024886
|
loraatt_ortho_0.001_lambda10.0_ViT-B-16/SUN397Val/loraatt_ortho_zeroshot.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 449024676
|
loraatt_ortho_0.001_lambda10.0_ViT-B-16/SVHNVal/loraatt_ortho_finetuned.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 449024886
|
loraatt_ortho_0.001_lambda10.0_ViT-B-16/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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size 90428
|
loraatt_ortho_0.001_lambda10.0_ViT-B-16/loraatt_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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| 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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| 83 |
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| 445 |
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|
loraatt_ortho_0.001_lambda10.0_ViT-B-16/loraatt_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
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| 1 |
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{
|
| 2 |
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|
| 3 |
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"CarsVal": 0.7899262899262899,
|
| 4 |
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|
| 5 |
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"DTDVal": 0.8085106382978723,
|
| 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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|
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|
| 13 |
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| 15 |
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|
| 16 |
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|
| 17 |
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"SVHNVal": 0.9612
|
| 18 |
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}
|
loraatt_ortho_0.001_lambda10.0_ViT-B-32/CarsVal/loraatt_ortho_zeroshot.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 3 |
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size 455650980
|
loraatt_ortho_0.001_lambda10.0_ViT-B-32/DTDVal/loraatt_ortho_finetuned.pt
ADDED
|
@@ -0,0 +1,3 @@
|
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| 1 |
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|
| 3 |
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size 455651190
|
loraatt_ortho_0.001_lambda10.0_ViT-B-32/DTDVal/loraatt_ortho_zeroshot.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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| 3 |
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size 455650980
|
loraatt_ortho_0.001_lambda10.0_ViT-B-32/EuroSATVal/loraatt_ortho_finetuned.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
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|
| 1 |
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|
| 3 |
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size 455651190
|
loraatt_ortho_0.001_lambda10.0_ViT-B-32/GTSRBVal/loraatt_ortho_zeroshot.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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| 3 |
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size 455650980
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loraatt_ortho_0.001_lambda10.0_ViT-B-32/MNISTVal/loraatt_ortho_zeroshot.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
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|
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|
|
|
|
| 1 |
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|
| 3 |
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size 455650980
|
loraatt_ortho_0.001_lambda10.0_ViT-B-32/RESISC45Val/loraatt_ortho_zeroshot.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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size 455650980
|
loraatt_ortho_0.001_lambda10.0_ViT-B-32/SUN397Val/loraatt_ortho_zeroshot.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
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|
|
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|
| 1 |
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|
| 3 |
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size 455650980
|
loraatt_ortho_0.001_lambda10.0_ViT-B-32/SVHNVal/loraatt_ortho_zeroshot.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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size 455650980
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loraatt_ortho_0.001_lambda10.0_ViT-B-32/loraatt_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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"Cars:top1": 0.6231811963686109,
|
| 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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"avg_top1": 0.7519473573331423
|
| 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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"avg_top1": 0.4773889926003263
|
| 42 |
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},
|
| 43 |
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"0.05": {
|
| 44 |
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"CarsVal:top1": 0.6117936117936118,
|
| 45 |
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"DTDVal:top1": 0.4973404255319149,
|
| 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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"SUN397Val:normalized_top1": 0.8966480446927374,
|
| 60 |
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|
| 61 |
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"avg_top1": 0.6097312752225919
|
| 62 |
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},
|
| 63 |
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"0.1": {
|
| 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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"SVHNVal:top1": 0.5836,
|
| 71 |
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|
| 72 |
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|
| 73 |
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"DTDVal:normalized_top1": 0.6824324324324325,
|
| 74 |
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"EuroSATVal:normalized_top1": 0.775112443778111,
|
| 75 |
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| 76 |
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|
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|
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|
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|
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|
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|
| 418 |
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|
| 419 |
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|
| 420 |
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|
| 421 |
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|
| 422 |
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|
| 423 |
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|
| 424 |
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|
| 425 |
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|
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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": 0.30000000000000004
|
| 445 |
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}
|
loraatt_ortho_0.001_lambda10.0_ViT-B-32/loraatt_ortho_ft_accuracies.json
ADDED
|
@@ -0,0 +1,18 @@
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|
| 1 |
+
{
|
| 2 |
+
"Cars": 0.6979231438875761,
|
| 3 |
+
"CarsVal": 0.6941031941031941,
|
| 4 |
+
"DTD": 0.7553191489361702,
|
| 5 |
+
"DTDVal": 0.7872340425531915,
|
| 6 |
+
"EuroSAT": 0.9881481481481481,
|
| 7 |
+
"EuroSATVal": 0.9881481481481481,
|
| 8 |
+
"GTSRB": 0.9807600950118764,
|
| 9 |
+
"GTSRBVal": 0.9992492492492493,
|
| 10 |
+
"MNIST": 0.9966,
|
| 11 |
+
"MNISTVal": 0.9954,
|
| 12 |
+
"RESISC45": 0.9434920634920635,
|
| 13 |
+
"RESISC45Val": 0.9481481481481482,
|
| 14 |
+
"SUN397": 0.7205541561712846,
|
| 15 |
+
"SUN397Val": 0.7214105793450881,
|
| 16 |
+
"SVHN": 0.9656576521204672,
|
| 17 |
+
"SVHNVal": 0.9554
|
| 18 |
+
}
|