torch-mlir/lib/Dialect
Sean Silva 333e07a74e Add `torch.vtensor.literal` op.
This op is much better behaved than the `torch.tensor.literal` op
(which is the new name of the `torch.tensor` op). In particular
`torch.tensor.literal`:
- always has a maximally refined type.
- always has value semantics.
- can be constant folded / CSE'd.

ReduceOpVariants is changed to perform the transformation from
`torch.tensor.literal` to `torch.vtensor.literal` (which in general
involves static information casts and copies.

This new op also allowed tightening up `torch.tensor.literal` to only
accept NonValueTensorType (instead of any tensor type).

This new ".literal" name is more descriptive. It was getting too
confusing seeing an op called just `torch.tensor` (we originally called
it that because that's the name of the similar function in the Torch
Python API, but it just doesn't fit here).
2021-06-17 14:37:04 -07:00
..
Basicpy [cleanup] Add materializer for basicpy.singleton 2021-05-03 09:54:44 -07:00
Numpy Introduce `!torch.tensor` / `!torch.vtensor` types. 2021-06-10 10:56:48 -07:00
Refback [RefBackend] Use std.global_memref instead of homegrown thing 2020-11-13 18:43:50 -08:00
Refbackrt [refbackrt] Scalar arg support 2021-03-23 13:16:44 -07:00
TCF Bump llvm-project to 16c6e9c58e9ae50a775945e6b407f1891f353d2f 2021-01-05 16:12:11 -08:00
TCP Bump llvm-project to 484b6648fdd4b104eaf7a2504dd07b60af2c9f8d 2021-04-22 18:12:55 -07:00
Torch Add `torch.vtensor.literal` op. 2021-06-17 14:37:04 -07:00
CMakeLists.txt Significantly restructure torch/aten import design. 2021-05-19 13:37:39 -07:00