Simon Fan

[compiled autograd] compile fwd in inference mode

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Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #125201

[compiled autograd][cudagraphs] Inputs runtime wrapper to move cpu scalars to cuda

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Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #125382 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @peterbell10 @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @ColinPeppler @amjames @desertfire @chauhang

The URL is encoding the default values of each picker value, but is not updated when new picker values are selected. As a result, we would need to renavigate to...

Pickers are not encoded into the URL, as a result, we can't save links to dashboard results under certain configurations. when sharing some HUD links, we must also communicate the...

[compiled autograd] torch.compile API

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Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #125880 * #125900 * #125899 torch.compile API: - torch._dynamo.config flag for compiled autograd, controls whether or not we mark autograd nodes during...

[compiled autograd] at most 1 active context manager

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Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #125880 * #125900 * __->__ #125899 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @peterbell10 @ipiszy @yf225 @chenyang78 @kadeng @muchulee8...

[compiled autograd] move torch.compile out of cpp compiled autograd partial

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Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #125880 * __->__ #125900 * #125899 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @peterbell10 @ipiszy @yf225 @chenyang78 @kadeng @muchulee8...

[compiled autograd] Better cache miss logging

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Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #126602 * #126483 * #126148 * #126146 * #126144 - log only first node key cache miss - log existing node key...

[compiled autograd] log in cpp using python logger

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Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #126602 * __->__ #126483 * #126148 * #126146 * #126144 Internal infra may not preserve python and c++ log ordering e.g. MAST logs:...