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osr_train.sh
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osr_train.sh
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#!/usr/bin/env bash
for SEED in 0 1 2 3 4 5 6 7 8 9; do
python train_baseline.py --dataset kather2016 --split_idx=0 --seed=${SEED} --save_path experiments/kather2016/baseline
python train_baseline.py --dataset kather2016 --split_idx=0 --seed=${SEED} --save_path experiments/kather2016/mcdropout --dropout_p 0.2
python train_t3po.py --dataset kather2016 --split_idx=0 --seed=${SEED} --save_path experiments/kather2016/T3PO --transform T3PO_color_wide
python train_baseline.py --dataset kather2016 --split_idx=1 --seed=${SEED} --save_path experiments/kather2016/baseline
python train_baseline.py --dataset kather2016 --split_idx=1 --seed=${SEED} --save_path experiments/kather2016/mcdropout --dropout_p 0.2
python train_t3po.py --dataset kather2016 --split_idx=1 --seed=${SEED} --save_path experiments/kather2016/T3PO --transform T3PO_color_wide
python train_baseline.py --dataset kather2016 --split_idx=2 --seed=${SEED} --save_path experiments/kather2016/baseline
python train_baseline.py --dataset kather2016 --split_idx=2 --seed=${SEED} --save_path experiments/kather2016/mcdropout --dropout_p 0.2
python train_t3po.py --dataset kather2016 --split_idx=2 --seed=${SEED} --save_path experiments/kather2016/T3PO --transform T3PO_color_wide
done
for SEED in 0 1 2 3 4 5 6 7 8 9; do
python train_baseline.py --dataset kather100k --split_idx=0 --seed=${SEED} --save_path experiments/kather100k/baseline --max_epoch 20
python train_baseline.py --dataset kather100k --split_idx=0 --seed=${SEED} --save_path experiments/kather100k/mcdropout --dropout_p 0.2 --max_epoch 20
python train_t3po.py --dataset kather100k --split_idx=0 --seed=${SEED} --save_path experiments/kather100k/T3PO --transform T3PO_color_wide --max_epoch 20
python train_baseline.py --dataset kather100k --split_idx=1 --seed=${SEED} --save_path experiments/kather100k/baseline --max_epoch 20
python train_baseline.py --dataset kather100k --split_idx=1 --seed=${SEED} --save_path experiments/kather100k/mcdropout --dropout_p 0.2 --max_epoch 20
python train_t3po.py --dataset kather100k --split_idx=1 --seed=${SEED} --save_path experiments/kather100k/T3PO --transform T3PO_color_wide --max_epoch 20
python train_baseline.py --dataset kather100k --split_idx=2 --seed=${SEED} --save_path experiments/kather100k/baseline --max_epoch 20
python train_baseline.py --dataset kather100k --split_idx=2 --seed=${SEED} --save_path experiments/kather100k/mcdropout --dropout_p 0.2 --max_epoch 20
python train_t3po.py --dataset kather100k --split_idx=2 --seed=${SEED} --save_path experiments/kather100k/T3PO --transform T3PO_color_wide --max_epoch 20
done