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install CUDA Toolkit first, from CUDA Toolkit Archive to choose CUDA Toolkit to download. we choose the version: CUDA Toolkit 12.4.1. 1 2 3 4 5 6 ❯ nvcc --version nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2024 NVIDIA Corporation Built on Thu_Mar_28_02:30:10_Pacific_Daylight_Time_2024 Cuda compilation tools, release 12.4, V12.4.131 Build cuda_12.4.r12.4/compiler.34097967_0 install cuDNN from cuDNN Archive to choose cuDNN to download. we choose the version: cuDNN 9.1.0. install pytorch Get pip cmd from Installing previous versions of PyTorch we choose torch==2.4.0: 1 pip install torch==2.4.0 torchvision==0.19.0 torchaudio==2.4.0 --index-url https://download.pytorch.org/whl/cu124 Check GPU（cuda）: 1 2 3 4 >>> import torch >>> torch.cuda.is_available() True >>>

install 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 # On macOS and Linux curl -LsSf https://astral.sh/uv/install.sh | sh # On Windows powershell -c "irm https://astral.sh/uv/install.ps1 | iex" powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex" scoop install uv # With pip (if you must, not the preferred way though) pip install uv # on macOS brew install uv eval "$(uv generate-shell-completion zsh)" set UV_CACHE_DIR By default, the cache is stored in $XDG_CACHE_HOME/uv or $HOME/.cache/uv on Unix and %LOCALAPPDATA%\uv\cache on Windows. ...

install scoop 1 2 Set-ExecutionPolicy -ExecutionPolicy RemoteSigned -Scope CurrentUser Invoke-RestMethod -Uri https://get.scoop.sh | Invoke-Expression update scoop 1 scoop update install pyenv 1 scoop install pyenv setup python install python with pyenv 1 2 3 pyenv install 3.10.0 pyenv local 3.10.0 install poetry 1 pip install poetry configure poetry in: %APPDATA%\pypoetry 1 2 3 4 [virtualenvs] in-project = true virtualenvs.prefer-active-python = true prefer-active-python = true install jupyter 1 pip install jupyterlab install ipython 1 pip install ipykernel

Install Rust 1 curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y install solana CLI 1 sh -c "$(curl -sSfL https://release.anza.xyz/stable/install)" 1 solana --version Install Anchor CLI 1 2 3 sudo apt install build-essential cargo install --git https://github.com/coral-xyz/anchor avm --force 1 2 3 4 5 6 7 avm install latest avm use latest anchor --version install nvm and node 1 curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.1/install.sh | bash 1 2 export NVM_DIR="$([ -z "${XDG_CONFIG_HOME-}" ] && printf %s "${HOME}/.nvm" || printf %s "${XDG_CONFIG_HOME}/nvm")" [ -s "$NVM_DIR/nvm.sh" ] && \. "$NVM_DIR/nvm.sh" # This loads nvm 1 2 nvm install node npm install --global yarn

show lsb-release before upgrade 1 2 3 4 5 6 cat /etc/lsb-release DISTRIB_ID=Ubuntu DISTRIB_RELEASE=22.04 DISTRIB_CODENAME=jammy DISTRIB_DESCRIPTION="Ubuntu 22.04.4 LTS" prepare open file with command is as follows: 1 sudo nano /etc/update-manager/release-upgrades set Prompt=lts is as follows: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 # Default behavior for the release upgrader. [DEFAULT] # Default prompting and upgrade behavior, valid options: # # never - Never check for, or allow upgrading to, a new release. # normal - Check to see if a new release is available. If more than one new # release is found, the release upgrader will attempt to upgrade to # the supported release that immediately succeeds the # currently-running release. # lts - Check to see if a new LTS release is available. The upgrader # will attempt to upgrade to the first LTS release available after # the currently-running one. Note that if this option is used and # the currently-running release is not itself an LTS release the # upgrader will assume prompt was meant to be normal. Prompt=lts CTRL+S to save, then CTRL+X to exit. ...

list before export 1 wsl -l -v 1 2 3 PS C:\Users\mysel> wsl -l -v NAME STATE VERSION * Ubuntu-22.04 Stopped 2 delete cache to reduce disk cost 1 rm -rf /home/ia/.cache/* export 1 wsl.exe --export Ubuntu-22.04 I:\wslback\Ubuntu-22.04.bak import 1 wsl.exe --import U22 i:\wsl\u22\ d:\wslback\Ubuntu-22.04.bak run 1 wsl.exe -d U22 list after import 1 wsl -l -v 1 2 3 4 PS C:\Users\mysel> wsl -l -v NAME STATE VERSION * Ubuntu-22.04 Stopped 2 U22 Running 2 show location 1 Get-ChildItem HKCU:\Software\Microsoft\Windows\CurrentVersion\Lxss | ForEach-Object {Get-ItemProperty $_.PSPath} | Select-Object DistributionName,BasePath access from explorer 1 \\wsl.localhost\U22 add to Windows Terminal 1 2 3 4 5 6 7 8 { "commandline": "wsl.exe -d U22", "guid": "{e5a83caa-4c73-52b3-ae6b-bc438d721ef9}", "hidden": false, "name": "U22", "source": "CanonicalGroupLimited.Ubuntu22.04LTS_79rhkp1fndgsc", "startingDirectory": "~" },

Install the GCC compiler 1 sudo apt install gcc --fix-missing Install Nvidia CUDA toolkit 1 sudo apt install nvidia-cuda-toolkit check the Driver and CUDA versions 1 2 nvidia-smi nvcc -V Install Python with Mamba 1 2 wget https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-Linux-x86_64.sh bash Miniforge3-Linux-x86_64.sh 1 2 3 mamba create -n mycuda jupyterlab -c conda-forge mamba activate mycuda jupyter lab Testing Cuda Search nvidia control panel, and select “Allow access to GPU performance counters to all users” ...

requirement 1 2 3 4 5 6 7 8 sudo apt update sudo apt install build-essential zlib1g-dev libncurses5-dev libgdbm-dev libnss3-dev libssl-dev libreadline-dev libffi-dev libsqlite3-dev wget libbz2-dev sudo apt-get install lzma sudo apt-get install liblzma-dev sudo apt-get install libbz2-dev sudo apt-get install python3-tk pyenv what is pyenv pyenv is for a Python version management + virtual environment tool. install pyenv 1 curl https://pyenv.run | bash pyenv 1 2 3 echo 'export PYENV_ROOT="$HOME/.pyenv"' >> ~/.bashrc echo 'command -v pyenv >/dev/null || export PATH="$PYENV_ROOT/bin:$PATH"' >> ~/.bashrc echo 'eval "$(pyenv init -)"' >> ~/.bashrc 1 source ~/.bashrc usage List all available pyenv commands 1 pyenv commands List all available Python versions 1 pyenv install -l Installing specific Python versions 1 pyenv install 3.12.0 Uninstall a specific python version 1 pyenv uninstall 3.12.0 Show all Python versions 1 pyenv versions Setting the global Python version 1 pyenv global 3.12.0 Display the currently active Python version 1 pyenv version Display the full path to the Python version 1 pyenv which python Set a shell-specific Python version 1 pyenv shell 3.12.0 Unsets the shell version 1 pyenv shell --unset Set a local Python version 1 pyenv local 3.11.5 Unset the local Python version 1 pyenv local --unset install pyenv-virtualenv install pyenv-virtualenv 1 2 3 $ git clone https://github.com/pyenv/pyenv-virtualenv.git $(pyenv root)/plugins/pyenv-virtualenv $ echo 'eval "$(pyenv virtualenv-init -)"' >> ~/.bashrc $ source ~/.bashrc pyenv-virtualenv ...

static ip address 1 2 3 4 5 6 7 8 9 10 netsh int ipv4 show interfaces Idx Met MTU 状态 名称 --- ---------- ---------- ------------ --------------------------- 1 75 4294967295 connected Loopback Pseudo-Interface 1 10 50 1500 disconnected WLAN 3 35 1500 connected 以太网 14 25 1500 disconnected 本地连接* 1 12 25 1500 disconnected 本地连接* 2 44 15 1500 connected vEthernet (WSL (Hyper-V firewall)) setup static ip address: ...

install On windows11, windows terminal has installed as default. If not, Please install windows terminal from Microsoft Store. update PowerShell Get PowerShell Version: 1 2 3 4 5 6 7 8 9 10 11 12 13 $PSVersionTable Name Value ---- ----- PSVersion 5.1.22621.2506 PSEdition Desktop PSCompatibleVersions {1.0, 2.0, 3.0, 4.0...} BuildVersion 10.0.22621.2506 CLRVersion 4.0.30319.42000 WSManStackVersion 3.0 PSRemotingProtocolVersion 2.3 SerializationVersion 1.1.0.1 update PowerShell: ...