PyTorch 2.0 发布也有一段时间了，大家是不是已经开始用了呢？ PyTorch 2.0 通过引入 torch.compile，可以显着提高训练和推理速度。 与 eagerly 模式相反，编译 API 将模型转换为中间计算图（FX graph），然后以某种方式将其编译为低级计算内核，这样可以提高运行速度。

要使用 PyTorch 或 Keras 实现这些 GAN，我们首先需要下载两个代码仓库，并安装对应所需的依赖包。 在终端运行以下命令行将下载 PyTorch-GAN 代码库并安装所需的依赖包： ...

Microsoft is stepping up its support for enterprise customers that are using Facebook's PyTorch deep-learning framework on the Microsoft Azure cloud. Microsoft has been contributing to the open-source ...

Microsoft is now officially the maintainer of the Windows version of PyTorch, a popular open-source machine-learning library created by Facebook. Microsoft's decision to take a bigger role in the ...

对于数据科学项目来说，我们一直都很关注模型的训练和表现，但是在实际工作中如何启动和运行我们的模型是模型上线的最后一步也是最重要的工作。 今天我将通过一个简单的案例：部署一个PyTorch图像分类模型，介绍这个最重要的步骤。 我们这里使用PyTorch和 ...

Dr. James McCaffrey of Microsoft Research uses a complete demo program, samples and screenshots to explains how to install the Python language and the PyTorch library on Windows, and how to create and ...

Learn how to create a simple neural network, and a more accurate convolutional neural network, with the PyTorch deep learning library PyTorch is a Python-based tensor computing library with high-level ...

During its PyTorch Developer Day conference, Meta (formerly Facebook) announced PyTorch Live, a set of tools designed to make AI-powered experiences for mobile devices easier. PyTorch Live offers a ...

The PyTorch Foundation, makers of the PyTorch machine learning framework, has launched torchao, a PyTorch native library that makes models faster and smaller by leveraging low-bit dtypes, sparsity, ...

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