Add torch.func tutorials for PyTorch 2.0 #2171
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As the final step of integrating functorch into PyTorch, we have move the functorch APIs from under functorch.* to torch.func.* and made some adjustments to them. This PR moves the relevant functorch tutorials from the functorch docs (https://pytorch.org/functorch/stable/) to pytorch/tutorials. We moved four tutorials: - Jacobians, Hessians, hvp, vhp, and more - Model ensembling - per-sample-gradients - Neural Tangent Kernels. We also rewrite the tutorials to use the torch.func.* APIs instead of the functorch APIs, and excised mentions of functorch where appropriate. Test Plan: - view preview (is that possible for tutorials?)
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malfet
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Mar 15, 2023
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As the final step of integrating functorch into PyTorch, we have move the functorch APIs from under functorch.* to torch.func.* and made some adjustments to them.
This PR moves the relevant functorch tutorials from the functorch docs (https://pytorch.org/functorch/stable/) to pytorch/tutorials. We moved four tutorials:
We also rewrite the tutorials to use the torch.func.* APIs instead of the functorch APIs, and excised mentions of functorch where appropriate.
Test Plan: