What dependencies are required for CentOS to install PyTorch
Apr 14, 2025 pm 05:00 PMDeploying 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:
- Anaconda3: Download and install the Anaconda3 version compatible with the CentOS system from the official Anaconda website.
- 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. - 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"
- 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.
- pip: Anaconda3 comes with its own pip package manager, no additional installation is required.
- 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:
-
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
-
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 appropriatecudatoolkit
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 theconda info cudatoolkit
command to view available CUDA versions. If there is no GPU support,cudatoolkit
parameter is ignored. -
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()
returnsTrue
(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!

Hot AI Tools

Undress AI Tool
Undress images for free

Undresser.AI Undress
AI-powered app for creating realistic nude photos

AI Clothes Remover
Online AI tool for removing clothes from photos.

Clothoff.io
AI clothes remover

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
Easy-to-use and free code editor

SublimeText3 Chinese version
Chinese version, very easy to use

Zend Studio 13.0.1
Powerful PHP integrated development environment

Dreamweaver CS6
Visual web development tools

SublimeText3 Mac version
God-level code editing software (SublimeText3)

Hot Topics

In the digital currency market, real-time mastering of Bitcoin prices and transaction in-depth information is a must-have skill for every investor. Viewing accurate K-line charts and depth charts can help judge the power of buying and selling, capture market changes, and improve the scientific nature of investment decisions.

Ethereum is a decentralized application platform based on smart contracts, and its native token ETH can be obtained in a variety of ways. 1. Register an account through centralized platforms such as Binance and Ouyiok, complete KYC certification and purchase ETH with stablecoins; 2. Connect to digital storage through decentralized platforms, and directly exchange ETH with stablecoins or other tokens; 3. Participate in network pledge, and you can choose independent pledge (requires 32 ETH), liquid pledge services or one-click pledge on the centralized platform to obtain rewards; 4. Earn ETH by providing services to Web3 projects, completing tasks or obtaining airdrops. It is recommended that beginners start from mainstream centralized platforms, gradually transition to decentralized methods, and always attach importance to asset security and independent research, to

Identifying the trend of the main capital can significantly improve the quality of investment decisions. Its core value lies in trend prediction, support/pressure position verification and sector rotation precursor; 1. Track the net inflow direction, trading ratio imbalance and market price order cluster through large-scale transaction data; 2. Use the on-chain giant whale address to analyze position changes, exchange inflows and position costs; 3. Capture derivative market signals such as futures open contracts, long-short position ratios and liquidated risk zones; in actual combat, trends are confirmed according to the four-step method: technical resonance, exchange flow, derivative indicators and market sentiment extreme value; the main force often adopts a three-step harvesting strategy: sweeping and manufacturing FOMO, KOL collaboratively shouting orders, and short-selling backhand shorting; novices should take risk aversion actions: when the main force's net outflow exceeds $15 million, reduce positions by 50%, and large-scale selling orders

First, select well-known platforms such as Binance Binance or Ouyi OKX, and prepare your email and mobile phone number; 1. Visit the official website of the platform and click to register, enter your email or mobile phone number and set a high-strength password; 2. Submit information after agreeing to the terms of service, and complete account activation through the email or mobile phone verification code; 3. After logging in, complete identity authentication (KYC), enable secondary verification (2FA), and regularly check security settings to ensure account security. After completing the above steps, you can successfully create a BTC digital currency account.

1. Download and install the application through the official recommended channel to ensure safety; 2. Access the designated download address to complete the file acquisition; 3. Ignore the device safety reminder and complete the installation as prompts; 4. You can refer to the data of mainstream platforms such as Huobi HTX and Ouyi OK for market comparison; the APP provides real-time market tracking, professional charting tools, price warning and market information aggregation functions; when analyzing trends, long-term trend judgment, technical indicator application, trading volume changes and fundamental information; when choosing software, you should pay attention to data authority, interface friendliness and comprehensive functions to improve analysis efficiency and decision-making accuracy.

1. First, ensure that the device network is stable and has sufficient storage space; 2. Download it through the official download address [adid]fbd7939d674997cdb4692d34de8633c4[/adid]; 3. Complete the installation according to the device prompts, and the official channel is safe and reliable; 4. After the installation is completed, you can experience professional trading services comparable to HTX and Ouyi platforms; the new version 5.0.5 feature highlights include: 1. Optimize the user interface, and the operation is more intuitive and convenient; 2. Improve transaction performance and reduce delays and slippages; 3. Enhance security protection and adopt advanced encryption technology; 4. Add a variety of new technical analysis chart tools; pay attention to: 1. Properly keep the account password to avoid logging in on public devices; 2.

Binance provides bank transfers, credit cards, P2P and other methods to purchase USDT, USDC and other stablecoins, with fiat currency entrance and high security; 2. Ouyi OKX supports credit cards, bank cards and third-party payment to purchase stablecoins, and provides OTC and P2P transaction services; 3. Sesame Open Gate.io can purchase stablecoins through fiat currency channels and P2P transactions, supporting multiple fiat currency recharges and convenient operation; 4. Huobi provides fiat currency trading area and P2P market to purchase stablecoins, with strict risk control and high-quality customer service; 5. KuCoin supports credit cards and bank transfers to purchase stablecoins, with diverse P2P transactions and friendly interfaces; 6. Kraken supports ACH, SEPA and other bank transfer methods to purchase stablecoins, with high security

During the process of investing in the currency circle, paying attention to the market popularity and activity of the currency will help capture potential coins and popular trends. The popularity list reflects the transaction volume, social discussion and market attention of the currency, and is an effective tool for novices to quickly understand market trends.
