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lora_rank1/dtd_lr_0.0008_wd_0.1_rank_1.pt

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lora_rank1/dtd_lr_0.0008_wd_0.1_rank_1_best_performance.txt

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+Early Stopping Counter: 5
+Max Val Acc: 0.6585106382978724
+Best Test Acc: 0.6595744680851063
+Best Train Acc: 1.0
+Model Save Path: lora_rank1/dtd_lr_0.0008_wd_0.1_rank_1.pt
+Model Name: HFLoRACLIPVisionModel
+Model Config: {'early_stopping_patience': 5, 'epochs': 1000, 'max_steps': 50000, 'eval_freq': 2000, 'lora_rank': 1, 'lr': 0.0008, 'wd': 0.1, 'warm_up': 500, 'label_smoothing': 0.0, 'early_stopping_min_delta': 0.001, 'seed': 420, 'dataset': 'dtd'}

lora_rank1/eurosat_lr_0.0008_wd_0.1_rank_1.pt

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lora_rank1/eurosat_lr_0.0008_wd_0.1_rank_1_best_performance.txt

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+Early Stopping Counter: 5
+Max Val Acc: 0.9807407407407407
+Best Test Acc: 0.9774074074074074
+Best Train Acc: 0.993287037037037
+Model Save Path: lora_rank1/eurosat_lr_0.0008_wd_0.1_rank_1.pt
+Model Name: HFLoRACLIPVisionModel
+Model Config: {'early_stopping_patience': 5, 'epochs': 1000, 'max_steps': 50000, 'eval_freq': 2000, 'lora_rank': 1, 'lr': 0.0008, 'wd': 0.1, 'warm_up': 500, 'label_smoothing': 0.0, 'early_stopping_min_delta': 0.001, 'seed': 420, 'dataset': 'eurosat'}

lora_rank1/gtsrb_lr_0.0008_wd_0.1_rank_1.pt

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lora_rank1/gtsrb_lr_0.0008_wd_0.1_rank_1_best_performance.txt

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+Early Stopping Counter: 5
+Max Val Acc: 0.9501187648456056
+Best Test Acc: 0.9537806809184481
+Best Train Acc: 0.9878753753753754
+Model Save Path: lora_rank1/gtsrb_lr_0.0008_wd_0.1_rank_1.pt
+Model Name: HFLoRACLIPVisionModel
+Model Config: {'early_stopping_patience': 5, 'epochs': 1000, 'max_steps': 50000, 'eval_freq': 2000, 'lora_rank': 1, 'lr': 0.0008, 'wd': 0.1, 'warm_up': 500, 'label_smoothing': 0.0, 'early_stopping_min_delta': 0.001, 'seed': 420, 'dataset': 'gtsrb'}

lora_rank1/mnist_lr_0.0008_wd_0.1_rank_1.pt

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lora_rank1/mnist_lr_0.0008_wd_0.1_rank_1_best_performance.txt

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+Early Stopping Counter: 5
+Max Val Acc: 0.993
+Best Test Acc: 0.990625
+Best Train Acc: 0.9932333333333333
+Model Save Path: lora_rank1/mnist_lr_0.0008_wd_0.1_rank_1.pt
+Model Name: HFLoRACLIPVisionModel
+Model Config: {'early_stopping_patience': 5, 'epochs': 1000, 'max_steps': 50000, 'eval_freq': 2000, 'lora_rank': 1, 'lr': 0.0008, 'wd': 0.1, 'warm_up': 500, 'label_smoothing': 0.0, 'early_stopping_min_delta': 0.001, 'seed': 420, 'dataset': 'mnist'}

lora_rank1/resisc45_lr_0.0008_wd_0.1_rank_1.pt

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lora_rank1/resisc45_lr_0.0008_wd_0.1_rank_1_best_performance.txt

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+Early Stopping Counter: 5
+Max Val Acc: 0.927936507936508
+Best Test Acc: 0.9223809523809524
+Best Train Acc: 1.0
+Model Save Path: lora_rank1/resisc45_lr_0.0008_wd_0.1_rank_1.pt
+Model Name: HFLoRACLIPVisionModel
+Model Config: {'early_stopping_patience': 5, 'epochs': 1000, 'max_steps': 50000, 'eval_freq': 2000, 'lora_rank': 1, 'lr': 0.0008, 'wd': 0.1, 'warm_up': 500, 'label_smoothing': 0.0, 'early_stopping_min_delta': 0.001, 'seed': 420, 'dataset': 'resisc45'}

lora_rank1/stanford_cars_lr_0.0008_wd_0.1_rank_1.pt

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lora_rank1/stanford_cars_lr_0.0008_wd_0.1_rank_1_best_performance.txt

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+Early Stopping Counter: 5
+Max Val Acc: 1.0
+Best Test Acc: 0.998911860718172
+Best Train Acc: 0.9991294615097625
+Model Save Path: lora_rank1/stanford_cars_lr_0.0008_wd_0.1_rank_1.pt
+Model Name: HFLoRACLIPVisionModel
+Model Config: {'early_stopping_patience': 5, 'epochs': 1000, 'max_steps': 50000, 'eval_freq': 2000, 'lora_rank': 1, 'lr': 0.0008, 'wd': 0.1, 'warm_up': 500, 'label_smoothing': 0.0, 'early_stopping_min_delta': 0.001, 'seed': 420, 'dataset': 'stanford_cars'}

lora_rank1/sun397_lr_0.0008_wd_0.1_rank_1.pt

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lora_rank1/sun397_lr_0.0008_wd_0.1_rank_1_best_performance.txt

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+Early Stopping Counter: 5
+Max Val Acc: 0.6793450881612091
+Best Test Acc: 0.6640428211586902
+Best Train Acc: 0.9238790931989924
+Model Save Path: lora_rank1/sun397_lr_0.0008_wd_0.1_rank_1.pt
+Model Name: HFLoRACLIPVisionModel
+Model Config: {'early_stopping_patience': 5, 'epochs': 1000, 'max_steps': 50000, 'eval_freq': 2000, 'lora_rank': 1, 'lr': 0.0008, 'wd': 0.1, 'warm_up': 500, 'label_smoothing': 0.0, 'early_stopping_min_delta': 0.001, 'seed': 420, 'dataset': 'sun397'}

lora_rank1/svhn_lr_0.0008_wd_0.1_rank_1.pt

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lora_rank1/svhn_lr_0.0008_wd_0.1_rank_1_best_performance.txt

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+Early Stopping Counter: 5
+Max Val Acc: 0.9621590472531695
+Best Test Acc: 0.9570248727552099
+Best Train Acc: 0.9615326862961902
+Model Save Path: lora_rank1/svhn_lr_0.0008_wd_0.1_rank_1.pt
+Model Name: HFLoRACLIPVisionModel
+Model Config: {'early_stopping_patience': 5, 'epochs': 1000, 'max_steps': 50000, 'eval_freq': 2000, 'lora_rank': 1, 'lr': 0.0008, 'wd': 0.1, 'warm_up': 500, 'label_smoothing': 0.0, 'early_stopping_min_delta': 0.001, 'seed': 420, 'dataset': 'svhn'}