pytorch/test/cpp
Peter Bell d701357d92 Factor out TensorBase that doesn't depend on native operators (#63612)
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/63612

This makes Tensor inherit from a new class TensorBase, that provides a subset of Tensor that doesn't
directly depend on native_functions.yaml. Code that only includes TensorBase.h with thus not need to
be rebuilt every time someone changes an operator signature.

Making `Tensor` inherit from this class means that `const TensorBase&` parameters will be callable
with an ordinary `Tensor`. I've also made `Tensor` constructible and assignable from `TensorBase` to
minimize friction in code mixing the two types.

To help enforce that `Tensor.h` and `Functions.h` aren't accidentally included, I've added an error
into `Operators.h` if `TORCH_ASSERT_NO_OPERATORS` is defined. We can either set this in the build
system for certain folders, or just define it at the top of any file.

I've also included an example of manually special-casing the commonly used `contiguous` operator.
The inline function's slow path defers to `TensorBase::__dispatch_contiguous` which is defined in
`Tensor.cpp`. I've made it so `OptionalTensorRef` is constructible from `TensorBase`, so I can
materialize a `Tensor` for use in dispatch without actually increasing its refcount.

Test Plan: Imported from OSS

Reviewed By: gchanan

Differential Revision: D30728580

Pulled By: ezyang

fbshipit-source-id: 2cbc8eee08043382ee6904ea8e743b1286921c03
2021-09-08 13:28:54 -07:00
..
api Factor out TensorBase that doesn't depend on native operators (#63612) 2021-09-08 13:28:54 -07:00
c10d [Pytorch Profiler] Add support for adding module hierarchy to (#61792) 2021-08-13 21:39:10 -07:00
common Trim libshm deps, move tempfile.h to c10 (#17019) 2019-02-13 19:38:35 -08:00
dist_autograd Fix distributed autograd gradients synchronization (#57792) 2021-05-09 17:32:59 -07:00
jit Support Union in TorchScript (#64234) 2021-09-03 06:12:24 -07:00
lite_interpreter_runtime [Pytorch Edge] Enable kineto profiler on mobile via EdgeKinetoProfiler (#62419) 2021-08-13 21:40:19 -07:00
rpc Remove process_group_agent and faulty_process_group_agent files (#62985) 2021-08-10 15:57:39 -07:00
tensorexpr [TensorExpr] Don't rely on exceptions in Vectorizer. (#64609) 2021-09-08 00:25:34 -07:00
__init__.py remediation of S205607 2020-07-17 17:19:47 -07:00