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run.sh
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run.sh
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#!/bin/env sh
# mkdir data
# python prepare_data.py data
# Basic trainings
python train.py configs/infonce_b256.yml
python train.py configs/vicreg_b256.yml
# Data-augmentation
python train.py configs/vicreg_b256_aug_none.yml
python train.py configs/vicreg_b256_aug_musan.yml
python train.py configs/vicreg_b256_aug_rir.yml
# Batch size
python train.py configs/vicreg_b32.yml
python train.py configs/vicreg_b64.yml
python train.py configs/vicreg_b128.yml
# VICReg coefficients
python train.py configs/vicreg_b256_1_0.5_0.1.yml
python train.py configs/vicreg_b256_1_1_0.1.yml
python train.py configs/vicreg_b256_1_1_0.yml
# Projector dim
python train.py configs/vicreg_b256_mlp_none.yml
python train.py configs/vicreg_b256_mlp_512.yml
python train.py configs/vicreg_b256_mlp_1024.yml
# Complementarity
python train.py configs/vicreg_b256_comp_1.yml
python train.py configs/vicreg_b256_comp_2.yml
python train.py configs/vicreg_b256_comp_3.yml
python train.py configs/vicreg_b256_comp_4.yml