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PyTorch

开源的机器学习库

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About this tool

PyTorch 是开源的机器学习库,主要用在深度学习研究和应用开发,以灵活性、易用性和强大的 GPU 加速功能而闻名。PyTorch 提供动态计算图,支持开发者在运行时动态修改模型

PyTorch Foundation is the deep learning community home for the open source PyTorch framework and…

Get Started: Install PyTorch Locally or Launch Instantly on Supported Cloud Platforms

Key features

  • 张量计算(Tensor Computation)
  • 优化器(Optimizers)
  • 损失函数(Loss Functions)
  • Transition seamlessly between eager and graph modes with TorchScript, and accelerate the…
  • Scalable distributed training and performance optimization in research and production is enabled…
  • A rich ecosystem of tools and libraries extends PyTorch and supports development…
  • PyTorch is well supported on major cloud platforms, providing frictionless development and…

Use cases and audience

待编辑核验

  • 计算机视觉(Computer Vision)
  • 语音识别(Speech Recognition)
Input待编辑核验
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Output待编辑核验

How to use

  1. 01

    安装 PyTorch

  2. 02

    访问 PyTorch 官网。

  3. 03

    选择安装配置

  4. 04

    包管理器,pip 或 conda。

Official website excerpt

PyTorch Foundation is the deep learning community home for the open source PyTorch framework and ecosystem.
Read the original website ↗

Sources

PyTorch Foundation - PyTorchPyTorch - 开源的机器学习库 | AI工具集Updated on 2026-10-17

Before you start

Check availability, registration, limits and plans on the official site. Try a small sample before choosing.

This profile uses public official information, without full testing. Commercial terms, privacy, regional access and limits need further checks.

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Scope: name, official link and basic purpose.

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