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WIP: Test run on spark instance #19

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WIP: Test run on spark instance #19

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47 changes: 31 additions & 16 deletions configurations/surface-dummy-model_DINI/run_inference_container.sh
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Original file line number Diff line number Diff line change
Expand Up @@ -58,19 +58,34 @@ DATASTORE_INPUT_PATHS="danra.danra_surface=${DINI_ZARR},danra.danra_static=${DIN
TIME_DIMENSIONS="time"
INFERENCE_WORKDIR="$(pwd)/inference_workdir/"

podman run --rm \
--device /dev/nvidia0 \
--device /dev/nvidiactl \
--device /dev/nvidia-uvm \
--device /dev/nvidia-uvm-tools \
--device /dev/nvidia-modeset \
-v /lib/x86_64-linux-gnu/libcuda.so.1:/lib/x86_64-linux-gnu/libcuda.so.1:ro \
-v /lib/x86_64-linux-gnu/libnvidia-ml.so.1:/lib/x86_64-linux-gnu/libnvidia-ml.so.1:ro \
-v /lib/x86_64-linux-gnu/libnvidia-ptxjitcompiler.so.1:/lib/x86_64-linux-gnu/libnvidia-ptxjitcompiler.so.1:ro \
--shm-size=32g \
-v ${INFERENCE_WORKDIR}:/workspace/inference_workdir:Z \
-e DATASTORE_INPUT_PATHS="${DATASTORE_INPUT_PATHS}" \
-e TIME_DIMENSIONS="${TIME_DIMENSIONS}" \
-e ANALYSIS_TIME="${ANALYSIS_TIME}" \
-e FORECAST_DURATION="${FORECAST_DURATION}" \
localhost/surface-dummy-model_dini:latest
# Check if hostname starts with "spark" to determine GPU device mounting strategy
if [[ $HOSTNAME == spark* ]]; then
# On spark devices: use --gpus all flag
podman run --rm \
--gpus all \
--shm-size=32g \
-v ${INFERENCE_WORKDIR}:/workspace/inference_workdir:Z \
-e DATASTORE_INPUT_PATHS="${DATASTORE_INPUT_PATHS}" \
-e TIME_DIMENSIONS="${TIME_DIMENSIONS}" \
-e ANALYSIS_TIME="${ANALYSIS_TIME}" \
-e FORECAST_DURATION="${FORECAST_DURATION}" \
localhost/surface-dummy-model_dini:latest
else
# On non-spark devices: use manual device mounting
podman run --rm \
--device /dev/nvidia0 \
--device /dev/nvidiactl \
--device /dev/nvidia-uvm \
--device /dev/nvidia-uvm-tools \
--device /dev/nvidia-modeset \
-v /lib/x86_64-linux-gnu/libcuda.so.1:/lib/x86_64-linux-gnu/libcuda.so.1:ro \
-v /lib/x86_64-linux-gnu/libnvidia-ml.so.1:/lib/x86_64-linux-gnu/libnvidia-ml.so.1:ro \
-v /lib/x86_64-linux-gnu/libnvidia-ptxjitcompiler.so.1:/lib/x86_64-linux-gnu/libnvidia-ptxjitcompiler.so.1:ro \
--shm-size=32g \
-v ${INFERENCE_WORKDIR}:/workspace/inference_workdir:Z \
-e DATASTORE_INPUT_PATHS="${DATASTORE_INPUT_PATHS}" \
-e TIME_DIMENSIONS="${TIME_DIMENSIONS}" \
-e ANALYSIS_TIME="${ANALYSIS_TIME}" \
-e FORECAST_DURATION="${FORECAST_DURATION}" \
localhost/surface-dummy-model_dini:latest
fi
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