国产av日韩一区二区三区精品,成人性爱视频在线观看,国产,欧美,日韩,一区,www.成色av久久成人,2222eeee成人天堂

Home Operation and Maintenance CentOS What dependencies are required for CentOS to install PyTorch

What dependencies are required for CentOS to install PyTorch

Apr 14, 2025 pm 05:00 PM
python centos tool ai

Deploying the PyTorch deep learning framework on a CentOS system requires several dependencies to be installed in advance. To ensure the best development experience, it is recommended to use Anaconda3 as an environment management tool.

1. Dependency installation:

  1. Anaconda3: Download and install the Anaconda3 version compatible with the CentOS system from the official Anaconda website.
  2. glibc: Ensure that the system glibc version is not lower than 2.17. You can use rpm -qa | grep glibc command to view the current version. If the version is too low, you need to update the system or install a higher version of glibc.
  3. Development tools: Install necessary compilation tools such as gcc and make. You can usually install it using the yum command: sudo yum groupinstall "Development Tools"
  4. Python: It is recommended to use Python versions 3.6 to 3.9. After the installation of Anaconda3 is completed, it will bring its own Python environment.
  5. pip: Anaconda3 comes with its own pip package manager, no additional installation is required.
  6. CUDA and cuDNN (optional): If you need to accelerate PyTorch operations with GPU, you must install CUDA and cuDNN compatible with PyTorch. Please visit NVIDIA's official website, download the corresponding version of the CUDA Toolkit and cuDNN library, and install it according to the official documentation.

2. PyTorch installation steps:

  1. Create an Anaconda virtual environment: Use the conda command to create a virtual environment named pytorch and specify the Python version (for example, 3.8):

     conda create -n pytorch python=3.8
    conda activated pytorch
  2. Install PyTorch: In the activated pytorch environment, use conda to install PyTorch and its related libraries (torchvision, torchaudio). If GPU support is required, please select the appropriate cudatoolkit version number according to your CUDA version. For example, if your CUDA version is 11.3:

     conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch

    Note: The version number of cudatoolkit must match the installed CUDA version. You can use the conda info cudatoolkit command to view available CUDA versions. If there is no GPU support, cudatoolkit parameter is ignored.

  3. Verify the installation: After the installation is complete, run the following Python code to verify that PyTorch is installed successfully and whether the GPU is available:

     import torch
    print(torch.__version__)
    print(torch.cuda.is_available())

    If the output displays the PyTorch version number and torch.cuda.is_available() returns True (in the case of GPU), the installation is successful.

Through the above steps, you can successfully install and run PyTorch on your CentOS system. Please make sure that your system configuration meets the requirements of PyTorch, and refer to the official PyTorch documentation for the latest installation guide and compatibility information.

The above is the detailed content of What dependencies are required for CentOS to install PyTorch. For more information, please follow other related articles on the PHP Chinese website!

Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn

Hot AI Tools

Undress AI Tool

Undress AI Tool

Undress images for free

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Article

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

What are the cryptocurrency market websites? Recommended virtual currency market websites What are the cryptocurrency market websites? Recommended virtual currency market websites Jul 17, 2025 pm 09:30 PM

In the ever-changing virtual currency market, timely and accurate market data is crucial. The free market website provides investors with a convenient way to understand key information such as price fluctuations, trading volume, and market value changes of various digital assets in real time. These platforms usually aggregate data from multiple exchanges, and users can get a comprehensive market overview without switching between exchanges, which greatly reduces the threshold for ordinary investors to obtain information.

How to trade stablecoins_A full flow diagram for beginners buying and selling How to trade stablecoins_A full flow diagram for beginners buying and selling Jul 18, 2025 am 06:00 AM

The stablecoin trading process includes the steps of registering an exchange, completing certification, buying or selling. First, choose a trusted exchange such as Binance, OKX, etc., and then complete KYC identity authentication, and then buy stablecoins through fiat currency recharge or OTC transactions. You can also transfer the stablecoins to the fund account and sell them through P2P transactions and withdraw them to the bank card or Alipay. When operating, you need to pay attention to choosing a regulated platform, confirm transaction security and handling fees.

How to set stop loss and take profit? Practical skills for risk control of cryptocurrency transactions How to set stop loss and take profit? Practical skills for risk control of cryptocurrency transactions Jul 17, 2025 pm 07:09 PM

In cryptocurrency trading, stop loss and take profit are the core tools of risk control. 1. Stop loss is used to automatically sell when the price falls to the preset point to prevent the loss from expanding; 2. Take-profit is used to automatically sell when the price rises to the target point and lock in profits; 3. The stop loss can be set using the technical support level method, the fixed percentage method or the volatility reference method; 4. Setting the stop profit can be based on the risk-return ratio method or the key resistance level method; 5. Advanced skills include moving stop loss and batch take-profit to dynamically protect profits and balance risks, thereby achieving long-term and stable trading performance.

Bitcoin price quote viewing software app to view free quote websites in real time Bitcoin price quote viewing software app to view free quote websites in real time Jul 17, 2025 pm 06:45 PM

This article recommends 6 mainstream Bitcoin price and market viewing tools. 1. Binance provides real-time and accurate data and rich trading functions, suitable for all kinds of users; 2. OKX has a friendly interface and perfect charts, suitable for technical analysis users; 3. Huobi (HTX) data is stable and reliable, and simple and intuitive; 4. Gate.io has rich currency, suitable for users who track a large number of altcoins at the same time; 5. TradingView aggregates multi-exchange data, with powerful chart and technical analysis functions; 6. CoinMarketCap provides overall market performance data, suitable for understanding the macro market of Bitcoin.

The top 10 most recent version of the top 10 digital currency trading platforms The top 10 most recent version of the top 10 digital currency trading platforms Jul 17, 2025 pm 06:18 PM

The latest rankings of the top ten formal digital currency trading platforms are as follows: 1. Binance ranks first with the first trading volume, rich currency selection and comprehensive ecosystem; 2. OKX follows closely with its powerful trading engine and the Web3 ecosystem integration; 3. Coinbase has become the first choice for European and American users for its high security and compliance; 4. Kraken is favored by institutions for its long history and excellent security; 5. KuCoin is called the "Treasure Hunters Paradise" for launching a large number of potential altcoins; 6. Bybit is known for its derivative trading experience, and has now become a comprehensive exchange; 7. Gate.io has many online currencies and is quickly updated, suitable for veteran players; 8. Huob

Bitcoin real-time market k-line chart software app Bitcoin price real-time k-line chart analysis Bitcoin real-time market k-line chart software app Bitcoin price real-time k-line chart analysis Jul 17, 2025 pm 08:00 PM

Want to keep track of the Bitcoin market trend at any time? This Bitcoin real-time K-line chart software APP can help you accurately analyze price fluctuations and easily grasp the trading opportunities! Whether it is viewing real-time prices, historical K-lines, or directly conducting digital currency transactions, this APP can meet your needs.

How to check real-time price of Dogecoin_The best market query website recommendation How to check real-time price of Dogecoin_The best market query website recommendation Jul 17, 2025 pm 11:51 PM

The real-time price of Dogecoin can be checked through five major platforms. 1. Binance supports trading and trading quota depth; 2. OKX provides Chinese interface and APP for convenient operation; 3. CoinGecko data is fully suitable for beginners; 4. CoinMarketCap aggregates global market conditions and supports price reminders; 5. TradingView is suitable for technical analysts. It is recommended that novices pay attention to the spot market and judge the market situation based on trading volume and in-depth. Advanced users can use professional tools to improve decision-making accuracy.

Where can I see the Bitcoin market trend? Bitcoin market website recommendation Where can I see the Bitcoin market trend? Bitcoin market website recommendation Jul 17, 2025 pm 09:21 PM

Understanding Bitcoin’s real-time price trends is crucial to participating in the cryptocurrency market. This will not only help you make smarter investment decisions, but will also allow you to seize market opportunities in a timely manner and avoid potential risks. By analyzing historical data and current trends, you can have a preliminary judgment on the future price direction. This article will recommend some commonly used market analysis websites for you. We will focus on how to use these websites for market analysis to help you better understand the reasons and trends of Bitcoin price fluctuations.

See all articles