ml-tau-model / tests /submit_dataloader_test.sh
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make dataloader configurable
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#!/bin/bash
# Test submission script to compare Raw (Parquet) and Preprocessed dataloaders.
# Usage: ./tests/submit_dataloader_test.sh
# Get the current git revision
TAG=$(date +%m%d)
GIT_REV=$(git rev-parse --short HEAD)
echo "Current Git Revision: $GIT_REV"
echo "Submitting MultiParTau with Raw (Parquet) dataloader..."
sbatch --job-name=raw_multipartau train-gpu.sh \
training.model.name=MultiParTau \
training.dataloader.type=parquet \
training.dataloader.num_dataloader_workers=4 \
training.dataloader.row_groups_per_read=16 \
output_dir=outputs/${TAG}_multipartau_raw_${GIT_REV}
echo "Submitting MultiParTau with Preprocessed dataloader..."
sbatch --job-name=pre_multipartau train-gpu.sh \
training.model.name=MultiParTau \
training.dataloader.type=preprocessed \
training.dataloader.num_dataloader_workers=0 \
output_dir=outputs/${TAG}_multipartau_pre_${GIT_REV}
echo "All test jobs submitted. Monitor status with 'squeue -u $USER'"