Pip torchaudio x, then you will be using the command pip3. 13. 7. 1 with CUDA 11. 以下のコマンドを実行して、PyTorchをインストールします。 pip install torch torchvision torchaudio 1-2. Apr 23, 2025 · The aim of torchaudio is to apply PyTorch to the audio domain. torch. 进入pytorch官网，根据系统、python版本、 cuda 版本选择下载命令。 Mar 25, 2025 · Also, ensure you have pip installed. However, this approach does not allow applications to use different backends, and it is not well-suited for large codebases. Open your terminal and run the following command. 0-cp36-cp36m-manylinux2014 Links for torchaudio torchaudio-2. 0+cu116 torchvision0. 当然，升级pip本身也可以使用清华镜像源。 3，安装pytorch. 7), you can run: Dec 4, 2024 · Hi，大家好，我是半亩花海。要让一个基于 torch 框架开发的深度学习模型正确运行起来，配置环境是个重要的问题，本文介绍了 pytorch、torchvision、torchaudio 及 python 的对应版本以及环境 If dynamic linking is causing an issue, you can set the environment variable TORCHAUDIO_USE_SOX=0, and TorchAudio won’t use SoX. The following command solved the problem for me. Nov 30, 2023 · 在安装方面，首先需要安装PyTorch，可以通过pip install torch命令来安装最新版本。然后，可以使用pip install torchaudio命令来安装Torchaudio库。 Torchaudio的读取音频文件功能通过torchaudio. 9版本，通过pip、离线安装和不推荐的conda方法安装torch、torchvision和torchaudio的步骤。 The aim of torchaudio is to apply PyTorch to the audio domain. If the problem persists 参考CSDN文章 pytorch gpu国内镜像下载，目前最快下载_pytorch 镜像下载-CSDN博客根据PyTorch官网，使用pip下载最新版（2. Dec 24, 2020 · # Uncomment the following line to run in Google Colab # !pip install torchaudio import torch import torchaudio import requests import matplotlib. pip uninstall torch torchvision torchaudio Mar 19, 2024 · 这些命令将安装torchaudio所需的依赖库。 完成上述步骤后，您可以再次尝试安装torchaudio。在终端中运行以下命令： pip install torchaudio; 如果一切顺利，torchaudio应该能够成功安装。如果仍然遇到问题，请查看错误信息，并根据需要进行进一步的排查和解决。 总结： Sometimes, incomplete or damaged package files can lead to unexpected errors. whl torchaudio-2. 6下面一行pip。 pip 里面的内容就是我们要手动下载的包。 我的是： torch1. " 6 days ago · pipはシンプルかつ迅速にインストールを行えるため、最小限の構成で始めたい場合に最適です。 1-1. org/get-started/locally/ for the details. pip3 install: This is the command to install packages using pip. By supporting PyTorch, torchaudio follows the same philosophy of providing strong GPU acceleration, having a focus on trainable features through the autograd system, and having consistent style (tensor names and dimension names). Python 3. 8-3. We use Microsoft Visual C++ for compiling C++ and Conda for managing the other build tools and runtime dependencies. 1 使用 pip 卸载. 3进行了优化；torchvision==0. 1版本并且针对CUDA 11. 11; Python 2. 0 torchaudio==2. 7 dependency. 4. edu. The most frequent source of this error is that you haven’t installed torchaudio explicitly with pip install torchaudio. PyTorch is an open source machine learning framework. 0+cu124-cp311-cp311-linux_x86 Jul 14, 2023 · Quick Fix: Python raises the ImportError: No module named 'torchaudio' when it cannot find the library torchaudio. To begin, check whether you have Python installed on your machine. PyTorch可以通过Python的包管理工具pip进行安装，这是最常见的安装方法。无论是在Windows、macOS还是Linux上都可以使用。 基本安装. 0 Python 3. 1的torch，cuda版本11. uninstall: This command tells pip to remove a package. End-to-end solution for enabling on-device inference capabilities across mobile and edge devices Nov 9, 2022 · 里面可以下载对应的版本pytorch、torchvision、torchaudio 以下是我使用的版本 这个是python3. load方法实现，该方法返回一个包含音频数据的waveform张量和采样率。 笔者上网查阅了很多参考资料并进行对比、尝试，最终整理一篇较为通用且稳妥的pytorch gpu版安装方式。 很有用的教程： Python深度学习：安装Anaconda、PyTorch（GPU版）与PyCharm_哔哩哔哩_bilibili一、查看cuda版… Dec 13, 2021 · +cu117I still kept having the same problem until adding --no-cache-dir, pip kept installing another cached version. 0，而在官网上的链接上下载的torchaudio下载的版本为0. 5安装方法pip install torch torchvision2、安装torchaudio尝试了很多方法，最后在linux上直接使用pip成功。 Dec 2, 2024 · 文章浏览阅读2. If you installed Python via Homebrew or the Python website, pip was installed with it. 5. 0-cp36-cp36m-manylinux1_x86_64. 要安装PyTorch及其相关库，可以使用pip命令： pip install torch torchvision torchaudio May 14, 2024 · 很多回答里说的pip卸载都只是. That is, libavutil. pip install torch torchvision torchaudio This command installs PyTorch along with torchvision and torchaudio. pip uninstall torch. Latest version. 2 验证卸载是否成功 Feb 5, 2025 · 这个命令是用来通过pip工具安装PyTorch (torch), torchvision 和 torchaudio这三个库的具体版本，其中torch==1. Note TorchAudio looks for a library file with unversioned name, that is libsox. 0+cu116 torchaudio==0. 8版本的，把最后的cu121改成cu118即可。目前支持最高cuda 12. 51GB的文件几分钟就下载完了，但是最近下载很慢、还不稳定 Apr 4, 2020 · 1、安装pytorch （1）查看CUDA版本 nvcc -v （2）不同版本对应的pytorch安装方式 （3）linux上 CUDA 9. 1是音频处理部分。 Aug 29, 2024 · 然后找到了图上：这个发现有一个有一行#CUDA 11. Released: Apr 24, 2022 Audio augmentations library for PyTorch, for audio in the time-domain. dylib for macOS, and avutil-<VERSION>. 1+cu113则对应的是视觉组件的版本，同样支持CUDA 11. 6 Aug 26, 2024 · pip: This is Python’s package installer. Given that torchaudio is built on PyTorch, these techniques can be used as building blocks for more advanced audio applications, such as speech recognition, while leveraging GPUs. 15. 5k次，点赞7次，收藏13次。百度了一下，有推荐这么改的，速度还是慢，因为还是转到官网 pytorch. pytorch官网链接在此 需求是安装windows版本的2. GPU版のインストール（CUDA対応） Dec 26, 2024 · 一、使用PIP命令安装. 11 网络正常的情况下用下面的指令安装没问题，可能2. To upgrade PyTorch to the latest version, follow these steps: 1. 如果报错，可能是因为pip版本不够（需≥10. 2，所对应的torch版本应该torch=1. 10. Jun 22, 2020 · 文章浏览阅读1. 0 torchvision==0. tsinghua. 0）torch(cpu)需要在命令行中输入如下命令 pip install torch==2. 0-cp36-cp36m-macosx_10_9_x86_64. Pip is Python's package manager. so for Linux, and libsox. 4w次，点赞21次，收藏86次。文章讲述了在深度学习中遇到的CUDA不可用问题，如何通过查询远程库版本、确定CUDA驱动版本、检查torch与torchvision及torchaudio的对应关系，以及如何根据GPU版本选择正确的预构建包安装。. Installation Dec 6, 2024 · 1 pytorch官网查看pip指令. whl torchvision-xxx-xxx Sep 8, 2023 · To install PyTorch using pip or conda, it's not mandatory to have an nvcc (CUDA runtime toolkit) locally installed in your system; you just need a CUDA-compatible device. tuna. 9w次，点赞35次，收藏120次。本文详细介绍了在已安装CUDA和显卡驱动的现有环境中，针对cu117和python3. 0），先升级pip： pip install pip -U. torchaudio：PyTorch的音频库. Build innovative and privacy-aware AI experiences for edge devices. 1的用户安装GPU版PyTorch的教程。作者通过错误经历提醒读者注意CUDA版本匹配，提供了使用清华源加速安装PyTorch2. 6. is_available() 为True则GPU可用，False表示不可用 Mar 6, 2025 · 文章浏览阅读2. To build TorchAudio on Windows, we need to enable C++ compiler and install build tools and runtime dependencies. Oct 19, 2024 · 除了使用pip uninstall torch torchvision torchaudio外，可能还有其他通过pip安装的库，比如nvidia相关的包，或者旧版本的cudatoolkit。但通常这些是通过conda安装的，所以用户可能需要同时使用conda和pip来卸载。 Building on Windows¶. Each torchaudio package is compiled against specific version of torch. We used an example raw audio signal, or waveform, to illustrate how to open an audio file using torchaudio, and how to pre-process and transform such waveform. Tip: If you want to use just the command pip, instead of pip3, you can symlink pip to the pip3 binary. pyplot as plt 初めて動かすときは以下をインストールする必要があります。 pip install torch torchvision torchaudio --index-url https://pypi. whl 3、测试 pip3 install torch torchvision torchaudio PyTorch installation on Windows with PIP for CUDA 10. 1+cu118和torchaudio2. TorchAudio and PyTorch from different releases cannot be used together. pip3 is often used to ensure you're using the Python 3 version of pip. <VERSION>. <VERSION> for Linux, libavutil. If PyTorch is no longer listed, the uninstallation was successful. Run conda uninstall pytorch torchvision torchaudio and it will uninstall these tree libs. com Apr 16, 2024 · TorchAudio is an extension of PyTorch that provides audio data loading, processing, and transformation capabilities for deep learning applications. 或者，对于特定 CUDA 版本的 PyTorch，可以直接从镜像站 Apr 11, 2024 · 文章浏览阅读1. tsinghua. To install PyTorch (2. dylib for macOS. whl pip install torchvision-0. 1，可以看看 pip 源。 The official binary distributions of TorchAudio contain extension modules which are written in C++ and linked against specific versions of PyTorch. Installing PyTorch on Windows Using pip. Run the following command to upgrade PyTorch: pip install --upgrade torch torchvision torchaudio Using PyTorch in Jupyter Notebook Feb 5, 2025 · Tips. whl torchaudio-0. so. 大家可视自身情况，安装适合自己cuda的torch，torchvision，torchaudio版本 Jul 4, 2024 · 如果安装cuda 11. 1+cu113表示安装的是1. 4k次，点赞8次，收藏16次。本文详细介绍了在CUDA 12. After I saw this note "Currently, PyTorch on Windows only supports Python 3. 2. Aug 14, 2019 · As a fresh try, i ran into the same problem and it took me a long time but i solved at the end of efforts. <ipython-input-6-4cf0a64f61c0> in <module> ----> 1 import torchaudio ModuleNotFoundError: No module named 'torchaudio' Feb 20, 2025 · The --index-url ensures that pip downloads the correct PyTorch binaries for your system. tuna. torchaudio has binary distributions for PyPI (pip) and Anaconda (conda). Confirm Successful Uninstallation: Repeat step 2. 5w次，点赞96次，收藏199次。 Hi，大家好，我是半亩花海。要让一个基于 torch 框架开发的深度学习模型正确运行起来，配置环境是个重要的问题，本文介绍了pytorch、torchvision、torchaudio及python 的对应版本以及环境安装的相关流程。 Note. When searching for FFmpeg installation, TorchAudio looks for library files which have names with version numbers. Customarily, developers do this by inquiring Jun 18, 2024 · 文章浏览阅读9. 0. pip install soundfile 或者使用conda： conda install -c conda-forge soundfile 安装Librosa作为音频后端. 12. Please refer to the following table and install the correct pair of torch and torchaudio. torch torchvision torchaudio: These are the PyTorch packages, similar to the conda command. edu. Related: Top Linux User Groups To Join For Support And Development Once the installation is finished, you can import TorchAudio in your Python scripts and leverage its features for working with audio data in your machine learning projects. 0+cu118、torchvision0. 18. 20… Mar 8, 2022 · 「PyTorchのインストールに失敗してしまう・・・」「No matching distribution found for torchというエラーが出る・・・」この記事では、PyTorchのインストールに失敗した場合にチェックすべきことを解説しています。 Sep 1, 2022 · Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; Advertising & Talent Reach devs & technologists worldwide about your product, service or employer brand Dec 28, 2024 · 文章浏览阅读8. Jul 14, 2023 · 💡 If you have only one version of Python installed: pip install torchaudio 💡 If you have Python 3 (and, possibly, other versions) installed: pip3 install torchaudio 💡 If you don't have PIP or it doesn't work python -m pip install torchaudio python3 -m pip install torchaudio 💡 If you have Linux and you need to fix permissions (any pip. 1环境下安装PyTorch、Torchvision和Torchaudio的步骤。通过正确的安装，您可以充分利用GPU的性能，提升深度学习模型的训练速度。 pip config set global. 0+cu124-cp310-cp310-win_amd64. If you installed Python 3. 0 + cu116-cp39-cp39-win_amd64. 1+cu118的步骤，包括创建Anaconda虚拟环境、设置清华源以及验证安装成功的测试方法。 Oct 10, 2024 · 文章浏览阅读3. Conventionally, TorchAudio has had its I/O backend set globally at runtime based on availability. Remember to always verify the installation using pip show torch after each attempt. 8，py版本3. 3；torchaudio==0. Uninstalling all three ensures a clean removal. 8. org / whl / cu118 -i https: // pypi. 6 图片: 2、安装 pip install torch-1. 2。因为网上 pip install torch 等全部默认安装cpu版本，推理速度慢。所有安装cuda版本的包会更快。_pip install torch==2. Activate the virtual environment, if applicable. whl pip install torchaudio-0. Verifying the PyTorch Nov 22, 2022 · you’ve installed pytorch, torchvision, and torchaudio, with the CUDA 11. x is not supported. The torchvision package consists of popular datasets, model architectures, and common image transformations for computer vision. Here’s how you can install TorchAudio on your system: Install TorchAudio using pip by running the following command: Links for torchaudio torchaudio-0. Open a terminal or command prompt. If dynamic linking is causing an issue, you can set the environment variable TORCHAUDIO_USE_SOX=0, and TorchAudio won’t use SoX. 1,这就导致版本不兼容问题，因此import torchaudio时出错。 解决：!pip install torchaudio==0. cn / simple 我我在最后加了镜像源下载，否则太慢，容易下载失败。 五，测试pytorch gpu是否可用. Dec 22, 2024 · 3. 3. Additionally, you need will need pip or Anaconda installed to follow along with this tutorial. 5安装方法 pip install torch torchvision 2、安装torchaudio 尝试了很多方法，最后在linux上直接使用pip成功。注意torchaudio目前只支持在linux和mac上安装 pip install torchaudio 其他 torchaudio¶. 2 To install PyTorch on Windows, you must ensure that you have Python installed on your system. 最简单的卸载方法是使用 pip 命令。打开您的终端或命令行工具，执行以下命令： pip uninstall torch torchvision torchaudio 这个命令将卸载 PyTorch 及其附属库 torchvision 和 torchaudio。系统将会询问您确认卸载： Proceed (y/n)? y 3. Apr 16, 2024 · Install TorchAudio using pip by running the following command: bash pip install torchaudio. 0 --index-url h Jul 13, 2022 · I'm trying to use torchaudio but I'm unable to import it. Install PyTorch Using Pip. Please refer to https://pytorch. About PyTorch Edge. cuda. pytorch. torchaudio的目标是将PyTorch应用于音频领域。通过支持PyTorch，torchaudio遵循相同的理念，提供强大的GPU加速，通过autograd系统专注于可训练的特征，并保持一致的风格（张量名称和维度名称）。 Nov 9, 2024 · pytorch、torchvision whl历史版本文件下载地址 pytorch 与 torchvision安装流程 1）根据python版本下载合适的cuda或cpu版本的whl文件。（下载cuda版本torch需要注意的是3080ti、3090等较新的的显卡仅支持高版本的cuda） 2） 2）下载完whl文件后，无论conda虚拟环境还是python venv都使用pip install torch-xxx-xxx. 当已经装好torch包时，pip install torchvision torchaudio会自动寻找对应的版本安装。(Windows linux已验证有效) Google Colab在线测试 可以参考这里来看版本依赖 Mar 29, 2020 · Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; Advertising & Talent Reach devs & technologists worldwide about your product, service or employer brand pip3 install torch torchvision torchaudio --index-url https: // download. I have installed it and it is also visible through the pip list. Installation Anaconda Dec 12, 2020 · 在notebook命令行输入pip list ，查看当前使用的torch版本，发现所下载的torch版本为1. Reinstalling PyTorch using pip install --upgrade torch torchvision torchaudio, or even a complete removal followed by a fresh installation, can resolve this. 14. 9k次，点赞20次，收藏41次。设置镜像源通过命令，将pip默认的包源更改为清华镜像源，能够有效加速包的下载速度，尤其是对于在中国大陆的用户。 Sep 2, 2024 · 文章浏览阅读10w+次，点赞174次，收藏559次。本文是针对使用CUDA12. Features described in this documentation are classified by release status: Apr 24, 2022 · pip install torchaudio-augmentations Copy PIP instructions. cn/simple. 9版本、cudn11. Librosa是一个流行的音频分析库，也可以用作Pytorch的音频后端。使用以下命令安装Librosa： pip install librosa 或者使用conda： conda install -c conda-forge librosa 步骤6：重新测试导入torch audio Feb 20, 2024 · pip uninstall torch torchvision torchaudio Upgrading PyTorch. dll for Windows. [ ] Apr 23, 2025 · torchvision. 实际操作后发现，重装torch时会显示已有torch版本，在仔细查看文档后发现是torchvision与torchaudio没有卸载导致的识别错误。最后使用这个方法，问题得到解决. index-url https://pypi. This library is part of the PyTorch project. See full list on github. Also note that your local CUDA toolkit won’t be used, since the conda binaries and pip wheels ship with their own CUDA runtime (unless you build custom CUDA extensions). 4w次，点赞8次，收藏12次。1、安装pytorch（1）查看CUDA版本nvcc -v（2）不同版本对应的pytorch安装方式（3）linux上 CUDA 9. CPU版のインストール. The easiest way to install PyTorch is using pip. 3. org。最终采用 其中的版本 2. ExecuTorch. 0+cu124-cp310-cp310-linux_x86_64. torch torchvision torchaudio: These are the core PyTorch packages. ctupw vvuz alenl ixgi blm soom qcdoljz smukkng hgwghyk jdqwv rtgcmv lcq yhxowzjb xaibz pbuvpg