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Audio-Visual Speech Recognition (AV-ASR, or AVSR) is the task of transcribing text from audio and…

We are excited to announce the release of PyTorch® 2.1 (release note)! PyTorch 2.1 offers…

Summary We are bringing a number of improvements to the current PyTorch libraries, alongside the…

Recently, Llama 2 was released and has attracted a lot of interest from the machine learning community. Amazon…

The focus on interactive chat-generation (or conversational response-generation) models has greatly increased in the past…

Use 3D to visualize matrix multiplication expressions, attention heads with real weights, and more. Matrix…

Story at a Glance Although the PyTorch* Inductor C++/OpenMP* backend has enabled users to take…

In this blog, we share how we enabled the collection and analysis of PyTorch Profiler…

Today, we are delighted to announce PyTorch/XLA SPMD: the integration of GSPMD into PyTorch with an easy…

AI is transforming many industries through advanced capabilities such as understanding and generating language, answering…

Overview INT8 quantization is a powerful technique for speeding up deep learning inference on x86…

Training large deep learning models requires large datasets. Amazon Simple Storage Service (Amazon S3) is a scalable…