Extending dispatcher for a new backend in C++.Registering a Dispatched Operator in C++.Extending TorchScript with Custom C++ Classes.Extending TorchScript with Custom C++ Operators.Fusing Convolution and Batch Norm using Custom Function.Jacobians, Hessians, hvp, vhp, and more: composing function transforms.Forward-mode Automatic Differentiation (Beta).(beta) Channels Last Memory Format in PyTorch.(beta) Building a Simple CPU Performance Profiler with FX.(beta) Building a Convolution/Batch Norm fuser in FX.Trace Diff using Holistic Trace Analysis.Introduction to Holistic Trace Analysis.Real Time Inference on Raspberry Pi 4 (30 fps!).(optional) Exporting a Model from PyTorch to ONNX and Running it using ONNX Runtime.Deploying PyTorch in Python via a REST API with Flask.Pendulum: Writing your environment and transforms with TorchRL.Reinforcement Learning (PPO) with TorchRL Tutorial.Preprocess custom text dataset using Torchtext.Language Translation with nn.Transformer and torchtext.Text classification with the torchtext library.NLP From Scratch: Translation with a Sequence to Sequence Network and Attention.NLP From Scratch: Generating Names with a Character-Level RNN.NLP From Scratch: Classifying Names with a Character-Level RNN.Fast Transformer Inference with Better Transformer.Language Modeling with nn.Transformer and torchtext. ![]() Whole Slide Image Classification Using PyTorch and TIAToolbox.Optimizing Vision Transformer Model for Deployment. ![]()
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