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Tensors and Dynamic neural networks in Python with strong GPU acceleration

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Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #92126 * #90735 * #90734 * __->__ #90733 * #92931 * #92930 * #93040 This PR refactors the dispatching logic to make it...

release notes: distributed (dtensor)

Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #93073 Signed-off-by: Edward Z. Yang

ciflow/trunk
release notes: composability
topic: bug fixes

cc @jgong5 @mingfeima @XiaobingSuper @sanchitintel @ashokei @jingxu10

module: cpu
open source
release notes: quantization

Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #92126 * #90735 * #90734 * #90733 * #92931 * __->__ #92930 * #93040 This added the numpy typing plugin to mypy config...

topic: not user facing

`@torch.jit.unused` is supposed to mark methods to be excluded from jit scripting. jit creates stub with the same number of arguments to throw an exception if client call `jit.unused` method....

release notes: jit

tldr; this should fix some minor perf regressions that were caused by adding more as_strided() calls in aot autograd. This PR adds a new context manager, `torch.autograd._set_view_replay_enabled()`. Context: AOT Autograd...

release notes: AO frontend

Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #93077 These errors were found by looking at wav2vec2 See https://github.com/pytorch/pytorch/issues/91719 Signed-off-by: Edward Z. Yang cc @mlazos @soumith @voznesenskym @yanboliang @penguinwu @anijain2305...

topic: bug fixes
module: inductor
ciflow/inductor
release notes: inductor

Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #93076 Instead, use Dynamo dynamic_shapes config Signed-off-by: Edward Z. Yang cc @mlazos @soumith @voznesenskym @yanboliang @penguinwu @anijain2305 @EikanWang @jgong5 @Guobing-Chen @chunyuan-w @XiaobingSuper...

ciflow/trunk
topic: not user facing
module: inductor
module: dynamo
ciflow/inductor
release notes: inductor

Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #92126 * #90735 * #90734 * #90733 * #92931 * #92930 * __->__ #93040 backend is not actually getting used in anywhere, so...

topic: not user facing

Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #93075 Signed-off-by: Edward Z. Yang cc @gujinghui @PenghuiCheng @XiaobingSuper @jianyuh @jgong5 @mingfeima @sanchitintel @ashokei @jingxu10 @min-jean-cho @yanbing-j @Guobing-Chen @Xia-Weiwen

module: mkldnn
ciflow/trunk
release notes: composability
topic: bug fixes
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