cudart link错误自动修复脚本

原创已于 2024-07-04 23:54:04 修改 · 346 阅读

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#linux

于 2024-06-04 18:59:48 首次发布

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问题

在conda安装cuda环境时

mamba install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia -y
mamba install nvidia/label/cuda-12.1.0::cuda

安装的envs/xxx/lib/libcudart.so 会link到错的

如果手动修复太复杂，我写了一个脚本自动修复

脚本

#!/bin/bash

# 检查是否提供了环境名称作为参数
if [ "$#" -ne 1 ]; then
    echo "Usage: $0 <environment_name>"
    exit 1
fi

env_name=$1
env_path="/mnt/data/wangziyi/miniconda3/envs/$env_name/lib"

# 检查环境路径是否存在
if [ ! -d "$env_path" ]; then
    echo "Error: The environment path $env_path does not exist."
    exit 1
fi

# 使用find命令和正则表达式来查找最长的libcudart.so文件名
cudart_so_file=$(find "$env_path" -type f -regextype posix-extended -regex "$env_path/libcudart\.so\.[0-9]+\.[0-9]+\.[0-9]+" -printf '%f\n' | sort -rV | head -n 1)

# 检查是否找到了文件
if [ -z "$cudart_so_file" ]; then
    echo "Error: No file matching libcudart.so.<version> was found in the environment."
    exit 1
fi

# 创建或更新libcudart.so的符号链接
ln -sf "$env_path/$cudart_so_file" "$env_path/libcudart.so"

echo "Symbol link for libcudart.so has been updated to $cudart_so_file."

在这里插入图片描述

新版

function fixcuda() {
    # 检查是否提供了环境名称作为参数
    if [ "$#" -ne 1 ]; then
        # 如果没有提供参数，使用环境变量CONDA_DEFAULT_ENV的值
        env_name=${CONDA_DEFAULT_ENV:-"base"}
    else
        env_name=$1
    fi

    env_path="$HOME/miniconda3/envs/$env_name/lib"
    echo "Environment path: $env_path"

    ls -l $env_path | grep cuda

    # 检查环境路径是否存在
    if [ ! -d "$env_path" ]; then
        echo "Error: The environment path $env_path does not exist."
        exit 1
    fi

    # 使用find命令和正则表达式来查找最长的libcudart.so文件名
    cudart_so_file=$(find "$env_path" -type f -regextype posix-extended -regex "$env_path/libcudart\.so\.[0-9]+\.[0-9]+\.[0-9]+" -printf '%f\n' | sort -rV | head -n 1)

    # 检查是否找到了文件
    if [ -z "$cudart_so_file" ]; then
        echo "Error: No file matching libcudart.so.<version> was found in the environment."
        exit 1
    fi

    # 创建或更新libcudart.so的符号链接
    ln -sf "$env_path/$cudart_so_file" "$env_path/libcudart.so"

    echo "Symbol link for libcudart.so has been updated to $cudart_so_file."
}