MindStudio Performance Prechecker
Project description
MindStudio Performance Prechecker
介绍
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基本功能 检查当前环境中 log level、cpu 绑核、内核版本等，是否达到最佳要求，并给出相应建议
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环境要求
- Python >= 3.8
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安装
pip install ms-performance-prechecker
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执行检查
ms_performance_prechecker # ms_performance_prechecker_logger - INFO - <think> # ms_performance_prechecker_logger - INFO - simple_env_checker # ms_performance_prechecker_logger - INFO - linux_kernel_release_checker # ms_performance_prechecker_logger - INFO - Got kernel_release: 5.15.167.4-microsoft-standard-WSL2, suggested is 5.10 # ... # ms_performance_prechecker_logger - INFO - </think> # ms_performance_prechecker_logger - INFO - # ms_performance_prechecker_logger - INFO - <answer> # ms_performance_prechecker_logger - INFO - [env] TASK_QUEUE_ENABLE # ms_performance_prechecker_logger - INFO - [action] export TASK_QUEUE_ENABLE=2 # ms_performance_prechecker_logger - INFO - [reason] 配置task_queue 算子下发队列优化登记，可能导致运行中NPU内存峰值上升 # ms_performance_prechecker_logger - INFO - # ms_performance_prechecker_logger - INFO - [env] HCCL_OP_EXPANSION_MODE # ms_performance_prechecker_logger - INFO - [action] export HCCL_OP_EXPANSION_MODE=AIV # ms_performance_prechecker_logger - INFO - [reason] 配置通信算法的编排展开位置，代表通信算法的编排展开位置在Device侧的AI Vector Core 计算单元（MindIE 2.0.T3 和 MindIE 2.0.T3.1 是能AIV会有崩溃风险，请不要设置它） # ... # ms_performance_prechecker_logger - INFO - # ms_performance_prechecker_logger - INFO - [system] CPU 可能不是高性能模式 # ms_performance_prechecker_logger - INFO - [action] 开启 CPU 高性能模式：cpupower -c all frequency-set -g performance # ms_performance_prechecker_logger - INFO - [reason] 在相同时延约束下，TPS会有~3%的提升 # ms_performance_prechecker_logger - INFO - # ms_performance_prechecker_logger - INFO - </answer>
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参数
参数 说明 -t, --check_type 检查项类型，可选值：basic, deepseek -s, --save_env 保存环境变量相关改动输出路径，默认值 ms_performance_prechecker_env.sh -l, --log_level 日志级别，可选值 debug, info, warning, error -
Python 接口调用
from ms_performance_prechecker import run_precheck, save_env_contents run_precheck(mindie_service_config) # 执行检查 save_env_contents("foo_env.sh") # 保存环境变量相关改动到 foo_env.sh
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