export release notes

2.8.0/done/result_export.md

@@ -0,0 +1,116 @@
+
+# Release Notes worksheet export
+
+The main goal of this process is to rephrase all the commit messages below to make them **clear and easy to read** by the end user. You should follow the following instructions to do so:
+
+* **Please clean up and format commit titles to be readable by the general PyTorch user.** Make sure you're [following the guidance here](https://docs.google.com/document/d/14OmgGBr1w6gl1VO47GGGdwrIaUNr92DFhQbY_NEk8mQ/edit)! Your resulting notes must be consistent and easy to read.
+* Please sort commits into the following categories (you should not rename the categories!), I tried to pre-sort these to ease your work, feel free to move commits around if the current categorization is not good.
+* Anything that is not public facing needs to be removed.
+* If anything is miscategorized/belongs to another domain, move it to `miscategorized.md`.
+* Please scan through `miscategorized.md` and handle any commits that belong within your domain according to these instructions.
+* We place a lot of emphasis on the “BC-breaking” and “deprecation” sections. Those should be where the most effort goes in. The “improvements” and “bug fixes” for Python API should be nice as well.
+* Once you are finished, move this very file from `todo/` to `done/` and submit a pull request.
+
+The categories below are as follows:
+
+* BC breaking: All commits that are BC-breaking. These are the most important commits. If any pre-sorted commit is actually BC-breaking, do move it to this section. Each commit should contain a paragraph explaining the rational behind the change as well as an example for how to update user code [BC-Guidelines](https://docs.google.com/document/d/14OmgGBr1w6gl1VO47GGGdwrIaUNr92DFhQbY_NEk8mQ/edit#heading=h.a9htwgvvec1m).
+* Deprecations: All commits introducing deprecation. Each commit should include a small example explaining what should be done to update user code.
+* new_features: All commits introducing a new feature (new functions, new submodule, new supported platform etc)
+* improvements: All commits providing improvements to existing feature should be here (new backend for a function, new argument, better numerical stability)
+* bug fixes: All commits that fix bugs and behaviors that do not match the documentation
+* performance: All commits that are added mainly for performance (we separate this from improvements above to make it easier for users to look for it)
+* documentation: All commits that add/update documentation
+* Developers: All commits that are not end-user facing but still impact people that compile from source, develop into pytorch, extend pytorch, etc
+* not user facing: All commits that are not public end-user facing and hence should be dropped from the release notes
+
+## export
+### bc breaking
+- `strict=False` is set as the default in `torch.export.export` and `export_for_training`. ([#148790](https://github.com/pytorch/pytorch/pull/148790), [#150941](https://github.com/pytorch/pytorch/pull/150941))
+- Remove `torch.export.export_for_inference` in favor of doing `torch.export.export_for_training().run_decompositions()`. ([#149078](https://github.com/pytorch/pytorch/pull/149078))
+### deprecation
+### new features
+- A new version of export `draft-export` -- https://docs.pytorch.org/docs/main/draft_export.html ([#152637](https://github.com/pytorch/pytorch/pull/152637), [#153219](https://github.com/pytorch/pytorch/pull/153219), [#149465](https://github.com/pytorch/pytorch/pull/149465), [#153627](https://github.com/pytorch/pytorch/pull/153627), [#154190](https://github.com/pytorch/pytorch/pull/154190), [#155744](https://github.com/pytorch/pytorch/pull/155744), [#150876](https://github.com/pytorch/pytorch/pull/150876), [#150948](https://github.com/pytorch/pytorch/pull/150948), [#151051](https://github.com/pytorch/pytorch/pull/151051), [#151065](https://github.com/pytorch/pytorch/pull/151065), [#150809](https://github.com/pytorch/pytorch/pull/150809), [#151797](https://github.com/pytorch/pytorch/pull/151797))
+- Introduce `AdditionalInputs` to specify dynamic shapes -- https://docs.pytorch.org/docs/main/export.html#torch.export.dynamic_shapes.AdditionalInputs ([#150144](https://github.com/pytorch/pytorch/pull/150144), [#151970](https://github.com/pytorch/pytorch/pull/151970))
+- Add min/max ranges for dim hints ([#149590](https://github.com/pytorch/pytorch/pull/149590))
+- Allow registering normal classes to `pytree.register_dataclass` ([#147752](https://github.com/pytorch/pytorch/pull/147752))
+- Allow specifying integer inputs as dynamic ([#151842](https://github.com/pytorch/pytorch/pull/151842))
+
+### improvements
+- Improve error message on constraint violation error ([#155738](https://github.com/pytorch/pytorch/pull/155738), [#152924](https://github.com/pytorch/pytorch/pull/152924), [#155603](https://github.com/pytorch/pytorch/pull/155603), [#151407](https://github.com/pytorch/pytorch/pull/151407))
+- Support python assertion with symints. ([#149444](https://github.com/pytorch/pytorch/pull/149444))
+- Fix tensor_constant and buffer naming conflicts in TS converter ([#148803](https://github.com/pytorch/pytorch/pull/148803))
+- Update remove runtime asserts pass ([#149198](https://github.com/pytorch/pytorch/pull/149198))
+- Add meta[val] to getattr nodes ([#154934](https://github.com/pytorch/pytorch/pull/154934))
+- Preserve custom metadata for tensor constants ([#152241](https://github.com/pytorch/pytorch/pull/152241))
+- Preserve custom meta in placeholders ([#149661](https://github.com/pytorch/pytorch/pull/149661))
+- Handle non OpNamespace type during decomposition. ([#149431](https://github.com/pytorch/pytorch/pull/149431))
+- Add mark_compiled_region support ([#149296](https://github.com/pytorch/pytorch/pull/149296))
+- Raise error when Dim.DYNAMIC 0/1 specializes ([#150716](https://github.com/pytorch/pytorch/pull/150716))
+- Warn when Dim.AUTO 0/1 specializes ([#151827](https://github.com/pytorch/pytorch/pull/151827))
+- Check tuple length mismatch for dynamic_shapes spec ([#150976](https://github.com/pytorch/pytorch/pull/150976))
+- Suggest dynamic re-export in input constraints hook ([#151624](https://github.com/pytorch/pytorch/pull/151624))
+- Improve handling of builtin ops (min, max, math.pow) ([#151348](https://github.com/pytorch/pytorch/pull/151348))
+- Add `from_node` metadata for nodes in gm.module() ([#155053](https://github.com/pytorch/pytorch/pull/155053))
+
+### bug fixes
+- Fix aten.is_nonzero for more than one elem tensors ([#149637](https://github.com/pytorch/pytorch/pull/149637))
+- Fix dynamic_shapes spec for moco ([#148772](https://github.com/pytorch/pytorch/pull/148772))
+- Fix ival swap in unflattener ([#149206](https://github.com/pytorch/pytorch/pull/149206))
+- Fix dynamic shapes repordering bug ([#149528](https://github.com/pytorch/pytorch/pull/149528))
+- Fix subclass access custom op bug ([#149698](https://github.com/pytorch/pytorch/pull/149698))
+- Patch dynamo configs when nonstrict tracing ([#149295](https://github.com/pytorch/pytorch/pull/149295))
+- Fix range constraints for expr ([#150103](https://github.com/pytorch/pytorch/pull/150103))
+- Fix multidimensional slicing ([#150104](https://github.com/pytorch/pytorch/pull/150104))
+- Fix deserialization of None inuts ([#150515](https://github.com/pytorch/pytorch/pull/150515))
+- Fix propagating unbacked symint in AOTI lowering ([#150570](https://github.com/pytorch/pytorch/pull/150570))
+- Expand `allowed_getattr_types` to include torch.Tensor ([#150867](https://github.com/pytorch/pytorch/pull/150867))
+- Fix aten.div type promotion for FakeTensor ([#150874](https://github.com/pytorch/pytorch/pull/150874))
+- Fix implicit state dict modification ([#151436](https://github.com/pytorch/pytorch/pull/151436))
+- Support SymInt minlength for torch.bincount() ([#152497](https://github.com/pytorch/pytorch/pull/152497))
+- Ignore None buffers ([#152571](https://github.com/pytorch/pytorch/pull/152571))
+- Fix None outputs in unflattener ([#153000](https://github.com/pytorch/pytorch/pull/153000))
+- Support functools.partial forward in non-strict ([#153408](https://github.com/pytorch/pytorch/pull/153408))
+- Support no inputs to unflattened module ([#153474](https://github.com/pytorch/pytorch/pull/153474))
+- Remove unused constants instead of lifting them ([#153800](https://github.com/pytorch/pytorch/pull/153800))
+- Avoid float/bool specialization for scalar tensor construction ([#154661](https://github.com/pytorch/pytorch/pull/154661))
+- Add math module for deserialization ([#154643](https://github.com/pytorch/pytorch/pull/154643))
+- Fix serialization for call_torchbind hop with as_none argument ([#155647](https://github.com/pytorch/pytorch/pull/155647))
+- Remove broken check for multiple cpp files in PT2 package ([#155149](https://github.com/pytorch/pytorch/pull/155149))
+- Handle aten.to at submodule boundaries  ([#153972](https://github.com/pytorch/pytorch/pull/153972))
+- Preserve Enum types during torch.export serialization and deserialization ([#154821](https://github.com/pytorch/pytorch/pull/154821))
+
+### performance
+- Cache unflattened gm ([#150030](https://github.com/pytorch/pytorch/pull/150030))
+
+### docs
+- Add Mini tutorial for provenance tracking ([#152211](https://github.com/pytorch/pytorch/pull/152211))
+- Fix outdated docstring of torch.export.export regarding strict flag ([#149077](https://github.com/pytorch/pytorch/pull/149077))
+- Pretty print graph signature ([#149710](https://github.com/pytorch/pytorch/pull/149710))
+- Fix spelling mistake ([#155495](https://github.com/pytorch/pytorch/pull/155495))
+- Fix typos in docstring ([#155485](https://github.com/pytorch/pytorch/pull/155485))
+- pyfmt lint more export files ([#155783](https://github.com/pytorch/pytorch/pull/155783), [#154485](https://github.com/pytorch/pytorch/pull/154485), [#154487](https://github.com/pytorch/pytorch/pull/154487), [#154488](https://github.com/pytorch/pytorch/pull/154488))
+- Better error message for schema check in torch.export.load ([#156361](https://github.com/pytorch/pytorch/pull/156361))
+- Update docs for Dims ([#156262](https://github.com/pytorch/pytorch/pull/156262))
+- Update docs for ExportGraphSiganture ([#156244](https://github.com/pytorch/pytorch/pull/156244))
+
+### devs
+- Add TracingContext ([#149294](https://github.com/pytorch/pytorch/pull/149294))
+- Monkeypatch fake mode so it errors on invalid custom ops ([#149410](https://github.com/pytorch/pytorch/pull/149410))
+- Fix torch export docs for preserve_module_call_signature ([#151140](https://github.com/pytorch/pytorch/pull/151140))
+- Improve error message for deserializing custom triton op ([#152029](https://github.com/pytorch/pytorch/pull/152029))
+- Better type annotation for lift_constants_pass ([#152072](https://github.com/pytorch/pytorch/pull/152072))
+- Refactor `InputAdapter` (#152459) ([#152575](https://github.com/pytorch/pytorch/pull/152575))
+- Swap functorch --> torch._higher_order_ops ([#152620](https://github.com/pytorch/pytorch/pull/152620))
+
+### Untopiced
+
+
+### not user facing
+- [export] set is_exporting() for strict ([#151833](https://github.com/pytorch/pytorch/pull/151833))
+- [export][cond] support merging constant ints as unbacked symint ([#152742](https://github.com/pytorch/pytorch/pull/152742))
+- Support exporting hop with function schema argument ([#152073](https://github.com/pytorch/pytorch/pull/152073))
+- Minor refactor to trace.py ([#149240](https://github.com/pytorch/pytorch/pull/149240))
+- [export] Make aoti_call_delegate hop traceable ([#148804](https://github.com/pytorch/pytorch/pull/148804))
+- [DRAFT] Initial version of sticky export ([#151047](https://github.com/pytorch/pytorch/pull/151047))
+- GPU lowering uses aoti_call_delegate ([#153282](https://github.com/pytorch/pytorch/pull/153282))
+### security

2.8.0/todo/result_composability.md

@@ -124,5 +124,7 @@ The categories below are as follows:
 - Remove guard_size_oblivious from is_nonzero proxy call check ([#154164](https://github.com/pytorch/pytorch/pull/154164))
 - Fix evaluate_expr to include suppress_guards_tls in cache key ([#152661](https://github.com/pytorch/pytorch/pull/152661))
 - [aotd] Support mutations of the same input in fw and bw ([#155354](https://github.com/pytorch/pytorch/pull/155354))
+- [multigraph] use specializations in compile_and_call_fx_graph ([#153449](https://github.com/pytorch/pytorch/pull/153449))
+- Add guard_or_false for computeStorageNbytes ([#150483](https://github.com/pytorch/pytorch/pull/150483))
 
 ### security