Show & Tell - A Brief Intro to Tensors & GPT with TorchSharp
Gather around for a Show & Tell session on tackling Tensors and Generative Pre-Trained Transformer (GPT) using TorchSharp. Ian Griffiths, Technical Fellow, provides a comprehensive overview shedding light on the basics of Torch/PyTorch/TorchSharp, representing numbers as Tensors, and understanding how Tensors function within the .NET Type System. Furthermore, Ian explores how Neural Networks operate with Tensors before moving on to explain the role of GPUs and CUDA and how inputs can affect output. Finally, the session concludes by diving into the topic of backpropagation and a step by step guide on building a GPT from scratch. If you want to delve further, the session provides links to TorchSharp, PyTorch, and Polyglot Notebooks.
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