David Berard

[fx] Implement __deepcopy__ for fx.Tracer

2

Stack from [ghstack](https://github.com/ezyang/ghstack): * __->__ #83130 Copied from @jamesr66a 's example in #83116. Implements `__deepcopy__` to skip deepcopying the elements of `_autowrap_search`, because it contains modules, which cannot/should not be...

Stack from [ghstack](https://github.com/ezyang/ghstack): * __->__ #870 * #801 Currently failing NNC https://github.com/pytorch/pytorch/issues/75925. Once it is fixed in NNC, we can re-enable it in the microbenchmarks suite

Previously, we would launch a different slurm job for measurement, e.g.: 1) resnet50 w/ inductor + graph breaks, 2 node 2) resnet50 w/ inductor + NO graph breaks, 2 node...

Stack from [ghstack](https://github.com/ezyang/ghstack): * __->__ #1243 Many of the models are fairly large, and 10 iterations is way too much (chrometrace take sa long time to load and freezes). 2...

Can model it after https://github.com/pytorch/torchdynamo/blob/f11a33107407c51e93cba96e26c2f65e56edbc1d/torchdynamo/testing.py#L37

Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #1173 Copied from this branch: https://github.com/pytorch/benchmark/tree/wconstab/ddp_experiments This is necessary to make the optimizer capturable by dynamo.

[dynamo] support [tensor].type(torch.FloatTensor)

1

Stack from [ghstack](https://github.com/ezyang/ghstack): * __->__ #93043 for some tensor x, x.type(torch.FloatTensor) will essentially do the same thing as x.to(torch.float). x.type can be called with at least 3 types of inputs:...

[aot_autograd] support inplace mutations for subclasses

1

Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #120141

[aot_autograd] support inplace mutations for subclasses

1

Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #119707 **Motivation**: Previously, we had an issue where the number of forward outputs wouldn't match the metadata in ViewAndMutationMetadata. (This would cause...

[aot_autograd] support inplace mutations for subclasses v2

1

Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #120136 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @aakhundov @kadeng