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#! /bin/bash | ||
# This script work for xpu / cuda device inductor tests | ||
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SUITE=${1:-huggingface} # huggingface / torchbench / timm_models | ||
DT=${2:-float32} # float32 / float16 / amp_bf16 / amp_fp16 | ||
MODE=${3:-inference} # inference / training | ||
SCENARIO=${4:-accuracy} # accuracy / performance | ||
DEVICE=${5:-xpu} # xpu / cuda | ||
CARD=${6:-0} # 0 / 1 / 2 / 3 ... | ||
SHAPE=${7:-static} # static / dynamic | ||
NUM_SHARDS=${8} # num test shards | ||
SHARD_ID=${9} # shard id | ||
MODEL_ONLY=${10} # GoogleFnet / T5Small | ||
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WORKSPACE=`pwd` | ||
LOG_DIR=$WORKSPACE/inductor_log/${SUITE}/${DT} | ||
mkdir -p ${LOG_DIR} | ||
LOG_NAME=inductor_${SUITE}_${DT}_${MODE}_${DEVICE}_${SCENARIO} | ||
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Model_only_extra="" | ||
if [[ -n "$MODEL_ONLY" ]]; then | ||
echo "Testing model ${MODEL_ONLY}" | ||
Model_only_extra="--only ${MODEL_ONLY}" | ||
fi | ||
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Cur_Ver=`pip list | grep "^torch " | awk '{print $2}' | cut -d"+" -f 1` | ||
if [ $(printf "${Cur_Ver}\n2.0.2"|sort|head -1) = "${Cur_Ver}" ]; then | ||
Mode_extra=""; | ||
else | ||
# For PT 2.1 | ||
Mode_extra="--inference --freezing "; | ||
fi | ||
if [[ $MODE == "training" ]]; then | ||
echo "Testing with training mode." | ||
Mode_extra="--training " | ||
fi | ||
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Shape_extra="" | ||
if [[ $SHAPE == "dynamic" ]]; then | ||
echo "Testing with dynamic shapes." | ||
Shape_extra="--dynamic-shapes --dynamic-batch-only " | ||
fi | ||
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partition_flags="" | ||
if [[ -n "$NUM_SHARDS" && -n "$SHARD_ID" ]]; then | ||
partition_flags="--total-partitions $NUM_SHARDS --partition-id $SHARD_ID " | ||
fi | ||
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ulimit -n 1048576 | ||
if [[ $DT == "amp_bf16" ]]; then | ||
ZE_AFFINITY_MASK=${CARD} python benchmarks/dynamo/${SUITE}.py --${SCENARIO} --amp -d${DEVICE} -n10 --no-skip --dashboard ${Mode_extra} ${Shape_extra} ${partition_flags} ${Model_only_extra} --backend=inductor --timeout=4800 --output=${LOG_DIR}/${LOG_NAME}.csv 2>&1 | tee ${LOG_DIR}/${LOG_NAME}.log | ||
elif [[ $DT == "amp_fp16" ]]; then | ||
export INDUCTOR_AMP_DT=float16 | ||
ZE_AFFINITY_MASK=${CARD} python benchmarks/dynamo/${SUITE}.py --${SCENARIO} --amp -d${DEVICE} -n10 --no-skip --dashboard ${Mode_extra} ${Shape_extra} ${partition_flags} ${Model_only_extra} --backend=inductor --timeout=4800 --output=${LOG_DIR}/${LOG_NAME}.csv 2>&1 | tee ${LOG_DIR}/${LOG_NAME}.log | ||
else | ||
ZE_AFFINITY_MASK=${CARD} python benchmarks/dynamo/${SUITE}.py --${SCENARIO} --${DT} -d${DEVICE} -n10 --no-skip --dashboard ${Mode_extra} ${Shape_extra} ${partition_flags} ${Model_only_extra} --backend=inductor --timeout=4800 --output=${LOG_DIR}/${LOG_NAME}.csv 2>&1 | tee ${LOG_DIR}/${LOG_NAME}.log | ||
fi |