We are excited to announce the release of PyTorch® 1.13 (release note)! This includes Stable versions of BetterTransformer. We deprecated CUDA 10.2 and 11.3 and completed migration of CUDA 11.6 and 11.7. Beta includes improved support for Apple M1 chips and functorch, a library t … | Continue reading
Introduction | Continue reading
An open source machine learning framework that accelerates the path from research prototyping to production deployment. | Continue reading
We are excited to announce the release of PyTorch 1.12 (release note)! This release is composed of over 3124 commits, 433 contributors. Along with 1.12, we are releasing beta versions of AWS S3 Integration, PyTorch Vision Models on Channels Last on CPU, Empowering PyTorch on Inte … | Continue reading
TorchGeo is a PyTorch domain library providing datasets, samplers, transforms, and pre-trained models specific to geospatial data. | Continue reading
Introduction | Continue reading
OverviewNvidia Jetson Nano, part of the Jetson family of products or Jetson modules, is a small yet powerful Linux (Ubuntu) based embedded computer with 2/4GB GPU. With it, you can run many PyTorch models efficiently. This document summarizes our experience of running different d … | Continue reading
Quantization is a cheap and easy way to make your DNN run faster and with lower memory requirements. PyTorch offers a few different approaches to quantize your model. In this blog post, we’ll lay a (quick) foundation of quantization in deep learning, and then take a look at how e … | Continue reading
An open source machine learning framework that accelerates the path from research prototyping to production deployment. | Continue reading
In the previous article, we’ve discussed how the SSD algorithm works, covered its implementation details and presented its training process. If you have not read the previous blog post, I encourage you to check it out before continuing. | Continue reading
In TorchVision v0.10, we’ve released two new Object Detection models based on the SSD architecture. Our plan is to cover the key implementation details of the algorithms along with information on how they were trained in a two-part article. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading
An open source deep learning platform that provides a seamless path from research prototyping to production deployment. | Continue reading