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* [Intel HPU] add example benchmark scripts for hpu * Revise the code based on the copilot comments * update code based on comments * update ci ops version
73 lines
2.9 KiB
Bash
Executable File
73 lines
2.9 KiB
Bash
Executable File
#!/bin/bash
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# Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# set -x
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model="ERNIE-4.5-21B-A3B-Paddle"
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model_log_name="ERNIE-4.5-21B-A3B-Paddle"
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model_yaml="yaml/eb45-21b-a3b-32k-bf16.yaml"
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# model="ERNIE-4.5-300B-A47B-Paddle"
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# model_log_name="ERNIE-4.5-300B-A47B-Paddle"
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# model_yaml="yaml/eb45-300b-a47b-32k-bf16.yaml"
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export SERVER_PORT=8188
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export no_proxy=localhost,127.0.0.1,0.0.0.0,10.0.0.0/8,192.168.1.0/24
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input_lengths=(1024 2048)
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output_lengths=(1024)
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batch_sizes=(1 2 4 8 16 32 64 128)
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workspace=$(pwd)
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cd $workspace
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log_home=$workspace/benchmark_fastdeploy_logs/$(TZ='Asia/Shanghai' date '+WW%V')_$(TZ='Asia/Shanghai' date +%F-%H-%M-%S)_${model_log_name}_FixedLen
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mkdir -p ${log_home}
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for input_length in "${input_lengths[@]}"
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do
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for output_length in "${output_lengths[@]}"
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do
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for batch_size in "${batch_sizes[@]}"
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do
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> log/hpu_model_runner_profile.log
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num_prompts=$(( batch_size * 3))
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log_name_prefix="benchmarkdata_${model_log_name}_inputlength_${input_length}_outputlength_${output_length}_batchsize_${batch_size}_numprompts_${num_prompts}"
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log_name=${log_name_prefix}_$(TZ='Asia/Shanghai' date +%F-%H-%M-%S)
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echo "running benchmark with input length ${input_length}, output length ${output_length}, batch size ${batch_size}, log name ${log_name}"
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cmd="python ../../benchmarks/benchmark_serving.py \
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--backend openai-chat \
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--model $model \
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--endpoint /v1/chat/completions \
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--host 0.0.0.0 \
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--port ${SERVER_PORT} \
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--dataset-name random \
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--random-input-len ${input_length} \
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--random-output-len ${output_length} \
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--random-range-ratio 0 \
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--hyperparameter-path ../../benchmarks/${model_yaml} \
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--percentile-metrics ttft,tpot,itl,e2el,s_ttft,s_itl,s_e2el,s_decode,input_len,s_input_len,output_len \
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--metric-percentiles 80,95,99,99.9,99.95,99.99 \
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--num-prompts ${num_prompts} \
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--max-concurrency ${batch_size} \
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--ignore-eos"
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echo $cmd | tee -a ${log_home}/${log_name}.log
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eval $cmd >> ${log_home}/${log_name}.log 2>&1
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cp log/hpu_model_runner_profile.log ${log_home}/${log_name}_profile.log
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done
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done
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done
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