71 lines
1.9 KiB
Bash
71 lines
1.9 KiB
Bash
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#!/bin/bash
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# Function to check if PyTorch is installed
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check_pytorch_installed() {
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python -c "import torch" >/dev/null 2>&1
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return $?
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}
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# Function to create virtual environment
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create_venv() {
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if [ -d "venv" ]; then
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echo "Virtual environment already exists. Skipping creation."
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source venv/bin/activate
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else
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echo "Creating virtual environment..."
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python3.10 -m venv --system-site-packages venv
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source venv/bin/activate
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python3.10 -m pip install --upgrade pip
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fi
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}
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use_venv() {
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echo "Connecting to virtual environment..."
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source venv/bin/activate
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}
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# Function to install build-essential or equivalent
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install_build_essentials() {
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echo "Checking for build essentials..."
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if [ -f /etc/debian_version ]; then
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sudo apt-get update
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sudo apt-get install -y build-essential python3.10-dev
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elif [ -f /etc/fedora-release ]; then
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if dnf list installed @development-tools &>/dev/null; then
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echo "Development Tools are already installed."
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else
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echo "Installing Development Tools..."
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sudo dnf groupinstall -y "Development Tools"
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sudo dnf install python3.10-devel
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fi
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else
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echo "Unsupported operating system. Please install build-essential or equivalent manually."
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exit 1
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fi
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}
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# Function to install PyTorch in the virtual environment
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install_pytorch() {
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# Check if PyTorch is installed
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if check_pytorch_installed; then
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echo "PyTorch is already installed."
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else
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echo "Installing PyTorch..."
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python3.10 -m pip install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/rocm6.1
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fi
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}
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prepare_env(){
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# Create virtual environment
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create_venv
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# Install build essentials
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install_build_essentials
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# Install PyTorch in the virtual environment
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install_pytorch
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}
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clean() {
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python3.10 -m pip cache purge
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}
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