This reverts commit 0bf31ae614cd387cc3bd5b33f87e61e39aa62113.
This reverts commit f7a1a076fa58a...

- Add both forward and backward op
- Add end-to-end xfailed testcases

Signed-off-by: rahul shri...

Signed-off-by: rahul shrivastava <[email protected]>

This un-breaks Bazel CI since https://github.com/llvm/torch-mlir/commit/b31c5fa1fbe412b9b278a037...

Bool tensors are represented in TorchScript as an array of
`int8_t`s. However, when importing t...

The current decomposition for `aten.randn.generator` does not specify
the `dtype` argument of t...

Summary of changes:
- Update tags
llvm: 3abae1c88416858cf2e9a7ed9417bc52033933b4
mhlo: 70ebc...

Signed-Off By: Vivek Khandelwal<[email protected]>

Summary of changes:
- Update tags
llvm: 225d255a583ea3d50bbba49d949ca76be6a880bf
mhlo: beb5d...

-- In Python we have the concept of negative dimension indexing.
-- We would want to normalize s...

* fix conv bwd

* fix

* fix group case

* clean up

---------

Co-authored-by: zhekun...

-- This commit adds e2e support for atend.sort op.
-- 1. Adds aten.sort op in torch dialect.
-- ...

- Add Shape inference for CopyOp for LTC backend

`TorchToTMTensor` depends on `TorchMLIRTorchUtils` for
`mlir::torch::torch_upstream::get_reduct...

This op does nothing and just returns the input operand as the
result of the op.

Signed-Off By:...

Set PyTorch and TorchVision version to nightly release 2023-04-09.

Signed-Off By: Vivek Khandel...

This is to potentially workaround the index.lock issue in git when we checkout new depth 1 submo...

-- This commit adds e2e support for aten.randint by decomposing it into
an aten.randint.low b...

This reverts commit 07f5f042c787a51716b1b6d18e3999c04720735e.

Signed-Off By: Vivek Khandelwal <[email protected]>

This commits adds the support for cases for index_put_op:
1.) where index is a 2-d tensor.
2.) w...

Despite using sudo to delete the workspace directory, we still
occasionally run into checkout e...

* Only create the global seed variable if it does not exist already.
* Make the pass a module p...

Set PyTorch and TorchVision version to nightly release 2023-04-03.

Signed-Off By: Vivek Khand...

This commit also adds the support for non-unit output padding in the
case of transposed convolut...

Signed-Off By: Vivek Khandelwal<[email protected]>

Set PyTorch and TorchVision version to nightly release 2023-04-02.

Signed-Off By: Vivek Khand...

This commit adds the decomposition for the prims.squeeze op.

Signed-Off By: Vivek Khandelwal<vi...

Set PyTorch and TorchVision version to nightly release 2023-04-01.

Signed-Off By: Vivek Khandel...

* Update llvm tag to 9c4611f9c7a7

* add llvm-project patch

This commit adds the ability to specify extra abstract interpretation
functions in `torch_mlir....

The ops `aten.convolution_overrideable` and
`aten.convolution_backward_overrideable` are curren...

The `RecomposeComplexOps` pass currently does not have a TableGen
declaration and it is using t...

To keep things simple in shape functions, `Scalar` inputs are
considered `float`s. This means t...

There are several ops that have their shape function upstream and had
not been updated in Torch...

The original design for the dtype functions outlined in
https://github.com/llvm/torch-mlir/issu...

Co-authored-by: zhekun.zhang <[email protected]>

* implemented ceil_mode== true support for lowering aten.max_pool2d to tosa
* add e2e test for ...

- mergeBlockBefore -> inlineBlockBefore
- move tosa-to-tensor pass ordering

https://github.com/...

* LowerToBackendContract: Explicitly error out on unimplemented operator

But only reject torc...

This commit adds a check that `defaultDtype` exists in the RefineTypes
handling of `AtenSumOp` ...

* implemented lowering torch.aten.constant_pad_nd to tosa
* add constant_pad_nd e2e tests to TO...

Fixes a broken bazel build from https://github.com/llvm/torch-mlir/pull/1887 causing the followi...

Currently, the op `torch.tensor_static_info_cast` will not get
canonicalized away if the result...

The functions `isOneValue` and `getAllOnesValues` are
deprecated. `isOne` and `getAllOnes` shou...

* [TORCH] Fix type refinement for aten.cat.

* Add test.

* Address comments.

* Update.
...

* Adding stablehlo dialects support for torch-mlir-opt tool.

* Update torch-mlir-opt.cpp

F...

Update PassManager C interface to use mlirPassManagerRunOnOp
Update python calls to PassManager...

- add windows release

* add rsub, scalarimplit canonicalizer

* reformat

* address comments

* fix bug

* fix...