Thanks to TorchDynamo's great layering and design, this is only about
100 lines of code for a ba...

Set PyTorch and TorchVision version to nightly release 2022-12-05.

Signed-Off By: Vivek Khandel...

This commit changes the `InsertRngGlobalsPass` to `TorchConversionToMLProgram`
pass. This commit...

Summary of changes:
- Change ShapedType::kDynamicSize -> ShapedType::kDynamic
- llvm::NoneTy...

This commit replaces the LCG algorithm that was being used by the
`TorchToLinalg` lowering of `...

Summary of changes:
- Replace call to `MemoryEffectOpInterface::hasNoEffect`
with `isMemoryEff...

-- This commit adds Float16Type dtype knowledge support for trivial ops.

Signed-off-by: Abhishe...

The current implementation sets the `nextSeed` value to `temp & 127`,
which is wrong. The last ...

-- This commit adds e2e support for `atend.amax` op.

Signed-off-by: Abhishek Varma <abhishek@no...

-- This commit fixes a bug in computeReductionType API.
-- The bug pertains to removal of `dim` ...

This reverts commit f3f2f10030f97df54995cba833f6acc599c99c4d.

There are a few e2e tests that take several very large tensors as
input, which leads to the e2e...

Set PyTorch and TorchVision version to nightly release 2022-11-22.
Add failing tests to the xfai...

`np.bool is bool` and will never be returned as a dtype of an
`np.ndarray`, so we don't need to ...

-- This commit adds decompose logic for `aten._softmax` when
`half_to_float` is `True`.
-- An...

For reasons that I haven't yet fully tracked down, the TorchDynamo
TestConfig seems to result in...

This reverts commit e45ad313d4395195ad8764623067aa2a645223d7.

This reverts commit 3790a4270e0aed518b3c5c10e1c18b21b76ff498.

This directory didn't have much and was generally out of date.
The [long-term
roadmap](https://g...

This adds a basic e2e Config for TorchDynamo using
Linalg-on-Tensors/RefBackend.
But TorchDynamo...

Summary of changes:
- Update call to `hasNoEffect` utility
- `KDynamicSize` value changed to
`...

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

* Add more mhlo basic converters

* remove unused pinnedMemory constraints

* refine naming

Sets PyTorch and TorchVision version to nightly release 2022-11-22.

* `BatchMlpLayerModule_basic` passes

* Fix https://github.com/llvm/torch-mlir/issues/1618 by ...

Until recently, the metadata file in the torchvision package included
the nightly version of th...

The upload timestamp of the nightly torchvision package has drifted
beyond the scheduled time o...

* Decompose torch.slice_scatter

* fix compilation error

* update file check

* fix ci

...

This commit fixes https://github.com/llvm/torch-mlir/issues/1599.

Signed-Off By: Vivek Khandelw...

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

This commit fixes the aten.mean and aten.mean.dim op decomposition
for supporting large-sized in...

The purpose of the test suite is to accelerate the development of the
compiler. However, we had ...

* fix mhlo e2e ci crashes

* add passed tests

* calc dynamic positive dim

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

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

Co-authored-by: AmosLewis <[email protected]>

-- aten.upsample_nearest2d.vec op is not present
owing to https://github.com/pytorch/pytorch/...

Also remove some unused imports.

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

Summary of changes:
1. Replace `string` iterator types by `IteratorType` enum.
(https://github...

This commit renames the patterns used to match on lists of constant
values to `m_TorchListOfCon...

Bazel LIT test support was added in https://github.com/llvm/torch-mlir/pull/1585. This PR enable...

Closes #1582

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

Some time ago, bazel builds in CI were being sped up fine with caching. However, over time the c...

Adds support to run `.mlir` LIT tests in bazel.

```
bazel test @torch-mlir//test/...
```
...

Formats bazel BUILD and .bzl files with a standard convention.

Invoke using
```
bazel run ...

I accidentally broke bazel CI by forgetting to update the GHA workflow in my [previous PR](https...

Remove `run_bazel_build.sh`, simplify docker's entrypoint to start container at `utils/bazel` di...

This commit adds the decomposition for the `aten.convolution_backward`
and `aten.convolution_bac...

We currently pin the `torch` package to the latest nightly version, but
since `torchvision` dep...

The range of the unsqueeze dim is: [-input.dim() - 1, input.dim() + 1), the bug forgets to add 1.

* Fix LTC build

* Remove passing test from xfail set

We want each build to be reproducible regardless of prior builds and
prior package installation...

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

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

* Update Ubuntu and clang in the docker container
* Specifically build just `@torch-mlir//:torc...

The PyTorch update broke the build. I'm about to add more tests so that
it doesn't happen in t...

Also, add multiple return test.

- also update MHLO to 57ba12a2(branch greencommit/2022-11-07-a2620e00)
- change -pass-pipeline ...

For AoT deployments models often have multiple exported methods.
This patch enables something li...

* Remove MakeView from IR Builder

* Update PyTorch requirements

Now that the ninja pip package issue has been resolved, this patch
removes the pinned version f...

This file was removed as part of the PR that added build caching for
Windows.

Going from ninja v1.10.2 to v1.11.1, there is a change that breaks the
CI builds with the follo...

Unless requested otherwise, PyTorch no longer installs most of the
header files under the caffe...

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

Before this patch, the update_shape_lib.sh and update_torch_ods.sh
scripts only worked on in-tr...

This patch makes a few small, but key, changes to enable ccache on
Windows. First, it replaces...

* ci: update versions of external actions

Node.js 12 actions are deprecated and will eventual...

Add a roadmap covering expected project evolution over the next 1-2
years.

Until recently, we had to either risk feature branches creating PyTorch
build caches (which wer...

This reverts commit 805d728194f25f886d39bf6d290f773d69b2f6f4.

This patch updates the build_linux_packages.sh script so that when
PyTorch needs to be built fr...