ShiftedBronzes / OpenOOD /scripts /ood /rotpred /imagenet_train_rotpred.sh
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#!/bin/bash
# sh scripts/ood/rotpred/imagenet_train_rotpred.sh
# batch size is 64 otherwise will run out of GPU memory
python main.py \
--config configs/datasets/imagenet/imagenet.yml \
configs/networks/rot_net.yml \
configs/pipelines/train/baseline.yml \
configs/preprocessors/base_preprocessor.yml \
--network.backbone.name resnet50 \
--network.backbone.pretrained True \
--network.backbone.checkpoint ./results/pretrained_weights/resnet50_imagenet1k_v1.pth \
--trainer.name rotpred \
--optimizer.lr 0.001 \
--optimizer.num_epochs 30 \
--dataset.train.batch_size 64 \
--num_gpus 2 --num_workers 16 \
--merge_option merge \
--seed 0