vllm/.buildkite/run-amd-test.sh

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# This script runs test inside the corresponding ROCm docker container.
set -o pipefail
# Print ROCm version
echo "--- Confirming Clean Initial State"
while true; do
sleep 3
if grep -q clean /opt/amdgpu/etc/gpu_state; then
echo "GPUs state is \"clean\""
break
fi
done
echo "--- ROCm info"
rocminfo
# cleanup older docker images
cleanup_docker() {
# Get Docker's root directory
docker_root=$(docker info -f '{{.DockerRootDir}}')
if [ -z "$docker_root" ]; then
echo "Failed to determine Docker root directory."
exit 1
fi
echo "Docker root directory: $docker_root"
# Check disk usage of the filesystem where Docker's root directory is located
disk_usage=$(df "$docker_root" | tail -1 | awk '{print $5}' | sed 's/%//')
# Define the threshold
threshold=70
if [ "$disk_usage" -gt "$threshold" ]; then
echo "Disk usage is above $threshold%. Cleaning up Docker images and volumes..."
# Remove dangling images (those that are not tagged and not used by any container)
docker image prune -f
# Remove unused volumes / force the system prune for old images as well.
docker volume prune -f && docker system prune --force --filter "until=72h" --all
echo "Docker images and volumes cleanup completed."
else
echo "Disk usage is below $threshold%. No cleanup needed."
fi
}
# Call the cleanup docker function
cleanup_docker
echo "--- Resetting GPUs"
echo "reset" > /opt/amdgpu/etc/gpu_state
while true; do
sleep 3
if grep -q clean /opt/amdgpu/etc/gpu_state; then
echo "GPUs state is \"clean\""
break
fi
done
echo "--- Pulling container"
image_name="rocm/vllm-ci:${BUILDKITE_COMMIT}"
container_name="rocm_${BUILDKITE_COMMIT}_$(tr -dc A-Za-z0-9 < /dev/urandom | head -c 10; echo)"
docker pull ${image_name}
remove_docker_container() {
docker rm -f ${container_name} || docker image rm -f ${image_name} || true
}
trap remove_docker_container EXIT
echo "--- Running container"
HF_CACHE="$(realpath ~)/huggingface"
mkdir -p ${HF_CACHE}
HF_MOUNT="/root/.cache/huggingface"
commands=$@
echo "Commands:$commands"
#ignore certain kernels tests
if [[ $commands == *" kernels "* ]]; then
commands="${commands} \
--ignore=kernels/test_attention.py \
--ignore=kernels/test_attention_selector.py \
--ignore=kernels/test_blocksparse_attention.py \
--ignore=kernels/test_causal_conv1d.py \
--ignore=kernels/test_cutlass.py \
--ignore=kernels/test_encoder_decoder_attn.py \
--ignore=kernels/test_flash_attn.py \
--ignore=kernels/test_flashinfer.py \
--ignore=kernels/test_gguf.py \
--ignore=kernels/test_int8_quant.py \
--ignore=kernels/test_machete_gemm.py \
--ignore=kernels/test_mamba_ssm.py \
--ignore=kernels/test_marlin_gemm.py \
--ignore=kernels/test_moe.py \
--ignore=kernels/test_prefix_prefill.py \
--ignore=kernels/test_rand.py \
--ignore=kernels/test_sampler.py"
fi
#ignore certain Entrypoints tests
if [[ $commands == *" entrypoints/openai "* ]]; then
commands=${commands//" entrypoints/openai "/" entrypoints/openai \
--ignore=entrypoints/openai/test_accuracy.py \
--ignore=entrypoints/openai/test_audio.py \
--ignore=entrypoints/openai/test_encoder_decoder.py \
--ignore=entrypoints/openai/test_embedding.py \
--ignore=entrypoints/openai/test_oot_registration.py "}
fi
PARALLEL_JOB_COUNT=8
# check if the command contains shard flag, we will run all shards in parallel because the host have 8 GPUs.
if [[ $commands == *"--shard-id="* ]]; then
for GPU in $(seq 0 $(($PARALLEL_JOB_COUNT-1))); do
#replace shard arguments
commands=${commands//"--shard-id= "/"--shard-id=${GPU} "}
commands=${commands//"--num-shards= "/"--num-shards=${PARALLEL_JOB_COUNT} "}
echo "Shard ${GPU} commands:$commands"
docker run \
--device /dev/kfd --device /dev/dri \
--network host \
--shm-size=16gb \
--rm \
-e HIP_VISIBLE_DEVICES=${GPU} \
-e HF_TOKEN \
-v ${HF_CACHE}:${HF_MOUNT} \
-e HF_HOME=${HF_MOUNT} \
--name ${container_name}_${GPU} \
${image_name} \
/bin/bash -c "${commands}" \
|& while read -r line; do echo ">>Shard $GPU: $line"; done &
PIDS+=($!)
done
#wait for all processes to finish and collect exit codes
for pid in ${PIDS[@]}; do
wait ${pid}
STATUS+=($?)
done
for st in ${STATUS[@]}; do
if [[ ${st} -ne 0 ]]; then
echo "One of the processes failed with $st"
exit ${st}
fi
done
else
docker run \
--device /dev/kfd --device /dev/dri \
--network host \
--shm-size=16gb \
--rm \
-e HIP_VISIBLE_DEVICES=0 \
-e HF_TOKEN \
-v ${HF_CACHE}:${HF_MOUNT} \
-e HF_HOME=${HF_MOUNT} \
--name ${container_name} \
${image_name} \
/bin/bash -c "${commands}"
fi