Refer: https://github.com/pytorch/pytorch/issues/58734

Adds support for lowering to prims split_op.

Similar design to collapse op lowering in
htt...

The logic for lowering the aten view op to linalg is fairly complex.
In this PR I have tried t...

This lifts the core of the jit_ir_importer and ltc out of the pt1
project, making them peers to...

… AtenBernoulli_FloatOp

It fixing case like: `%2110 = torch.aten.arange.start_out %int1,
%in...

- adds support for an optional verifier to the generated torch op
tablegen (GeneratedTorchOps.t...

Steps taken:
1) add generator code to torch_ods_gen.py, run update_torch_ods.sh
2) add (custom...

torch version: 2.2.0.dev20231115
torch commit hash: a5a404865c01f86881f6b3ab0cd9a562d0b420de
tor...

torch version: 2.2.0.dev20231114
torch commit hash: ec2f8fd2f1ac81996641848d9c7b904fddbbf9cf
tor...

[LTC] Add bool scalar type to int implicit cast

torch version: 2.2.0.dev20231113
torch commit hash: a45a8bf9e7e1530692f2703f8da430bc2825af7c
tor...

Co-authored-by: lanzongwei.lan <[email protected]>

torch version: 2.2.0.dev20231112
torch commit hash: 63a5a14da9ef3ebd68ce0cebea4aa84e030a2cf8
tor...

torch version: 2.2.0.dev20231111
torch commit hash: f40306d6c4b2613c18525a274d98feeda0036473
tor...

torch version: 2.2.0.dev20231110
torch commit hash: edbf22fa03bafd1d2849ba41db75a2bea172dbcc
tor...

Currently the docs are split into two places, the `docs/` directory
and the Github Wiki of Torch...

torch version: 2.2.0.dev20231109
torch commit hash: 2c3ba6926e38dba05bda34f0af9c092a40cff5b7
tor...

Due to blob being an unused variable, we are not able to bump torch-mlir
in iree. With this PR,...

torch version: 2.2.0.dev20231106
torch commit hash: a04dd794ad694baeb257c12329c3166c6a44ae50
tor...

For static tests (that is when the shape is know) for example:

```
@annotate_args([None, (...

As title, add support for aten.cosine_similarity, support broadcast
inputA/inputB to the same s...

Is there a way to disable some of CI for docs-only PR's?

torch version: 2.2.0.dev20231105
torch commit hash: 2d7dd2e800dfd6332656074bfa208e4b25cfe907
tor...

torch version: 2.2.0.dev20231104
torch commit hash: a89fef71845d0dbc2c4c4a4c7878f51f4968ab90
tor...

Also fix linalg lowering from `UEQ` to `OEQ`.
I will check other comparison's lowering later.

Co-authored-by: Avinash Sharma <[email protected]>

Updates Bazel build to mirror project reorganization from
https://github.com/llvm/torch-mlir/pu...

torch version: 2.2.0.dev20231103
torch commit hash: fd56aa0daeec624bcff822fef04fe9339770dc33
tor...

This is a first step towards the structure we discussed here:
https://gist.github.com/stellarac...

torch version: 2.2.0.dev20231102
torch commit hash: d2c3aa1fded6d1a0165eafe6e08816a85a1190d8
tor...

NonValueSemantic Ops like Add_, div_, etc. expect result DType to be the
same as the first inpu...

removes unecessary checks from empty strided

…type

torch version: 2.2.0.dev20231101
torch commit hash: e844d7ab047429425f117b1c566038713d2d7784
tor...

Now using Value instead of Ints. Trades compile failure for a runtime
assert

Fix typos in comments

As title, Add support for aten.unflatten.int, support dim to be negative
and one of the sizes' ...

torch version: 2.2.0.dev20231027
torch commit hash: 525a926aaa127e59c71ed66915055ac027dba507
tor...

torch version: 2.2.0.dev20231026
torch commit hash: bf9fd89f63f213a5c449dd589ac96cf9c9218885
tor...

torch version: 2.2.0.dev20231025
torch commit hash: e6efc2915b4ac65c784fbcbbf42ad87b49214417
tor...

torch version: 2.2.0.dev20231024
torch commit hash: a422515e75cad4e785bbdbdff4f4e1c7c406bb24
tor...

As titled.

---------

Co-authored-by: Ze Zhang <[email protected]>

torch version: 2.2.0.dev20231023
torch commit hash: 88eb6bbb1ab58d7cdb49349b64c02a04911be8f2
tor...

torch version: 2.2.0.dev20231022
torch commit hash: f468e74875f6b7f95b7b01ccf3b05c3917e2865d
tor...

Attempt to solve https://github.com/llvm/torch-mlir/issues/2490

Changes for Non Value Semanti...

torch version: 2.2.0.dev20231021
torch commit hash: 147ac6b312c4c71e89013be592dc519c81fcac4e
tor...

torch version: 2.2.0.dev20231020
torch commit hash: 6ffe31abcae7d580c451cea195bd52258c72ac81
tor...

The last llvm bump in https://github.com/llvm/torch-mlir/pull/2511
pointed to
https://github.c...

As titled.

---------

Co-authored-by: Ze Zhang <[email protected]>

The main purpose is to bring in the new mesh dialect change.
https://github.com/llvm/llvm-proje...

Add aten.isclose op
Add its torch-to-tosa lowering
Update the TorchToTosa/basic.mlir tests

...

Add aten.unflatten.int op
Add its torch-to-tosa lowering
Update the TorchToTosa/basic.mlir tes...

torch version: 2.2.0.dev20231006
torch commit hash: 20217d1426d99d0caa70e1473d89e0c834b7f35e
tor...

With strict symbolic shapes, we can assume numpy-style dynamic
broadcasts never occur. This imp...

torch version: 2.2.0.dev20231005
torch commit hash: 439cba92777ff61b49d24096edfaf128fbd742ea
tor...

Strict symbolic shapes allow us to assume numpy-style dynamic broadcasts
never occur. This allo...

torch version: 2.2.0.dev20231004
torch commit hash: 56af607c0437ed7321da4b96a4dbccdbd8b5a98b
tor...

This commit adds to the lowering of `aten.view` handling for the
following cases:

- `(..., a.si...

This reverts commit 7c6b9d2445288cea7140b94a8586ce7873b50ccb.

torch version: 2.2.0.dev20231003
torch commit hash: 4e30fa82315208dcd38fa16a0ed9851fa8e98bc9
tor...

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

Add linspace/cumprod/roll ops to ODS and add shape inference functions
to make it work with LTC...

Also, revert https://github.com/llvm/torch-mlir/pull/2488.
Disabling LTC based on the discussion...

torch version: 2.2.0.dev20231002
torch commit hash: 4dae8b49630d2784f6a5d8726db30923e2d1e077
tor...

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

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

Set PyTorch and TorchVision version to nightly release 2023-09-28.

aten.baddbmm changes done be...

When importing dynamic shaped programs from Dynamo, via torch.compile or
torch.export, we can a...

The LTC backend has drifted from being able to pass tests on the stable
PyTorch version, so pin...

This commit adds to the lowering of `aten.view` handling for the
following cases:

- `(..., a...

torch version: 2.2.0.dev20230927
torch commit hash: d7520d8668dc08f7bed27a64f006c909006e653a
tor...

Set PyTorch and TorchVision version to nightly release 2023-09-26.

aten._convolution.deprecated...

While trying to fix a bug in the `ConvertAtenViewOp` pattern in the
linalg backend, I realized ...

This PR adds device="cpu" support for `aten.to_dtypeLayout` op and
corresponding e2e test suit....

Set PyTorch and TorchVision version to nightly release 2023-09-22.

Signed-Off By: Vivek Khand...

MSVC (and other compilers with implicit narrowing warnings) don't like
this type mismatch.

Adds ODS for `avg_pool2d` and `avg_pool3d`, including their backward and
`adaptive_` variants.

Picks up DenseResourceElementsAttr python support and fixes minf/maxf
C++ rename.

Set PyTorch and TorchVision version to nightly release 2023-09-18.

Signed-Off By: Vivek Khandel...

Aligns with https://github.com/llvm/torch-mlir/pull/2460 and fixes bazel
build.

GHA workflow...

Making the same PR with #2457, as I accidentally thought the review was already made and merged ...

Set PyTorch and TorchVision version to nightly release 2023-09-13.
Ref: https://github.com/pytor...

At some point in the past month, stablehlo gained a number of patches that implement a non-trivi...