Скачать или смотреть Install Cuda 12.4 in Windows 11 ( cuDNN + Pytorch), 2025

Installation guideline for CUDA 12.04 on windows 11. Run pytorch with CUDA
In this video, we walk you through the entire setup process for utilizing your NVIDIA graphics card (GPU) for deep learning tasks. We'll cover essential installations like:

The latest NVIDIA GPU Drivers for optimal performance
CUDA Toolkit, the core library for GPU programming
cuDNN, the deep learning accelerator for CUDA.

Cuda Download Link:
https://developer.nvidia.com/cuda-12-...

CuDNN
https://developer.nvidia.com/rdp/cudn...

Copy all the content from bin\, include\, lib\x64\ downloaded cuDNN file. And paste to
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.2\bin
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.2\include
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.2\lib\x64
Respectively.

Python code for verification
import torch

Check if CUDA is available
if torch.cuda.is_available():
print("CUDA is available. GPU is being used.")
print(f"GPU Name: {torch.cuda.get_device_name(0)}")
print(f"Current Device: {torch.cuda.current_device()}")
else:
print("CUDA is not available. Using CPU.")


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