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Run image training demo as part of continuous integ tests #104

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merged 3 commits into from
Sep 6, 2024
Merged

Run image training demo as part of continuous integ tests #104

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4e5eb75
Run image training demo as part of continuous integ tests
abhibyreddi Sep 6, 2024
c4f5176
echo name of the benchmark that is being run
abhibyreddi Sep 6, 2024
4c4a02c
Pass --benchmark to train.py command
abhibyreddi Sep 6, 2024
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8 changes: 7 additions & 1 deletion kokoro/bench.sh
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Expand Up @@ -50,13 +50,19 @@ function install_requirements() {
echo Installing parquet demo requirements.
pip install -r ./demo/lightning/text-based/distributed/requirements.txt

echo Installing image training demo requirements.
pip install -r ./demo/lightning/image-segmentation/requirements.txt

echo Installing required dependencies.
pip install .
}

function run_benchmarks(){
echo Running benchmarks.
echo Running benchmarks...
echo Running parquet-text benchmark.
python3 -u ./demo/lightning/text-based/distributed/model.py --local --project=dataflux-project --bucket=fineweb-df-benchmark --num-workers=2 --num-nodes=1 --devices=5 --batch-size=512 --epochs=5 --limit-train-batches=1000 --log-level=ERROR;
echo Running image-segmentation benchmark.
python3 -u ./demo/lightning/image-segmentation/train.py --local --gcp_project=dataflux-project --gcs_bucket=dataflux-demo-public --images_prefix=image-segmentation-dataset/images --labels_prefix=image-segmentation-dataset/labels --num_nodes=1 --num_devices=5 --epochs=2;
}

setup_virtual_envs
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