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script_finetune_train.sh
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84 lines (80 loc) · 16.2 KB
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python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy linear --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy fully_supervised --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy full_ft --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy parital_ft --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy lora --model 'ctranspath_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy linear --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy fully_supervised --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy full_ft --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy parital_ft --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy lora --model 'ctranspath_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy linear --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy fully_supervised --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy full_ft --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy parital_ft --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy lora --model 'ctranspath_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy linear --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy fully_supervised --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy full_ft --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy parital_ft --model 'ctranspath'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy lora --model 'ctranspath_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy linear --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy fully_supervised --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy full_ft --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy parital_ft --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy lora --model 'lunit_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy linear --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy fully_supervised --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy full_ft --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy parital_ft --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy lora --model 'lunit_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy linear --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy fully_supervised --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy full_ft --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy parital_ft --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy lora --model 'lunit_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy linear --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy fully_supervised --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy full_ft --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy parital_ft --model 'lunit'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy lora --model 'lunit_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy linear --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy fully_supervised --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy full_ft --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy parital_ft --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy lora --model 'phikon_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy linear --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy fully_supervised --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy full_ft --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy parital_ft --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy lora --model 'phikon_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy linear --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy fully_supervised --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy full_ft --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy parital_ft --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy lora --model 'phikon_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy linear --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy fully_supervised --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy full_ft --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy parital_ft --model 'phikon'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy lora --model 'phikon_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy linear --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy fully_supervised --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy full_ft --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy parital_ft --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset breast_pcam --n_cls 2 --learning_strategy lora --model 'uni_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy linear --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy fully_supervised --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy full_ft --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy parital_ft --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kbsmc1 --n_cls 2 --learning_strategy lora --model 'uni_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy linear --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy fully_supervised --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy full_ft --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy parital_ft --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset colon_kather19 --n_cls 7 --learning_strategy lora --model 'uni_LORA8'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy linear --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy fully_supervised --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy full_ft --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy parital_ft --model 'uni'
python train_finetune.py --gpu_id '0,1' --dist-url 'tcp://127.0.0.1:10002' --multiprocessing-distributed --cosine --dataset prostate_panda --n_cls 4 --learning_strategy lora --model 'uni_LORA8'