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github.com/llvm/torch-mlir

The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.
https://github.com/llvm/torch-mlir

Add HardtanhBackward TOSA and LINALG support (#1721)

c2ef5f41652776cbbec66988c6d3048fbe8e6319 authored over 1 year ago by Priya Savithiri <[email protected]>
Fix handling of non-int tensors in `getScalarValue` (#1914)

The current implementation of `getScalarValue` does not check that the
input to a `ValueTensorL...

671be048fe00367ddb5af6e45c57a060233ebdf0 authored over 1 year ago by Ramiro Leal-Cavazos <[email protected]>
update PyTorch version to 2.1.0.dev20230306

62250dabbb47e2033a45899020149ffac0d2fdb5 authored over 1 year ago by Roll PyTorch Action <[email protected]>
add jit,no-jit release matrix (#1916)

ac1f03e6f7a6981f32bc786bc5438784b75c3c4c authored over 1 year ago by Maksim Levental <[email protected]>
Add `torch-mlir-no-jit-importer` build case for mac os wheels (#1902)

* add flags to setup.py for out-of-tree build

* - fix build_ext bug
- add wheels script case...

415265a64c19b03a3116eb2955659bd942a8026d authored over 1 year ago by Maksim Levental <[email protected]>
update PyTorch version to 2.1.0.dev20230305

5ad2d8e43573ed35d894cea84a0906c194563b47 authored over 1 year ago by Roll PyTorch Action <[email protected]>
update PyTorch version to 2.1.0.dev20230304

3297f8cb6f9279be80af0d28c841117bf1555b18 authored over 1 year ago by Roll PyTorch Action <[email protected]>
Handle uninitialized lattice elements in RefineTypes (#1911)

The data-flow analysis does not always propagate information to the
entire graph. This results ...

d30af8772b99fd6c71ed20af4e759fc3395ca6d4 authored over 1 year ago by Ramiro Leal-Cavazos <[email protected]>
update PyTorch version to 2.1.0.dev20230303

a4602c674cc6d2851ca5f08f74c2d3d9f82ca962 authored over 1 year ago by Roll PyTorch Action <[email protected]>
[Torch Dialect] add folder for aten.sub.float (#1871)

7a8304f935a304ebb745835e1d2a845075afacec authored over 1 year ago by Yuanqiang Liu <[email protected]>
update PyTorch version to 2.1.0.dev20230302

50ad5eab9aeaa9ff61aeb80b503933407fc2ec18 authored over 1 year ago by Roll PyTorch Action <[email protected]>
update PyTorch version to 2.0.0.dev20230301

690b07f6e55004909af399c7cbf791e9608e6208 authored over 1 year ago by Roll PyTorch Action <[email protected]>
[Torch Dialect] add aten.pow.int_float op and it's folder (#1872)

fc1e091d6aa4d3fb62ecd92ac231a15b4fff6f02 authored over 1 year ago by Yuanqiang Liu <[email protected]>
build: update llvm tag to b5bf6f63

- Remove `useFoldAPI`.
- Update tags
llvm: b5bf6f6392a3408be1b7b7e036eb69358c5a2c29
mhlo: bb...

6e947b002152a306f483229eaf4798cca96c1081 authored over 1 year ago by Vivek Khandelwal <[email protected]>
build: manually update PyTorch version

Set PyTorch and TorchVision version to nightly release 2023-02-27.
This commit also adds the low...

a32840ffd77f2b43b475cd4c0fcaf8f6271d2696 authored over 1 year ago by Vivek Khandelwal <[email protected]>
CI: use `sudo` to remove Docker-created files (#1905)

987d5ab33596a451aea34c375528a16b567a6e62 authored over 1 year ago by Ashay Rane <[email protected]>
[Bazel] Fix clang version, missing mhlo deps and add reqs files (#1898)

* Fix clang version, missing mhlo deps and add reqs files

3bed35c0ee5ed3cef4ccc00264051dea5b2983a3 authored over 1 year ago by Ahmed S. Taei <[email protected]>
Update README.md (#1880)

* Update README.md

refined formal definition

* Update README.md

toned down "revolutiona...

de05ad5aaab733faf2c5fed8e23810449ac0bcc0 authored over 1 year ago by nvda <[email protected]>
CI: clear workspace directory before checkout (#1900)

We have recently started seeing errors like:

```
Synchronizing submodule url for 'external...

ea00371d852d037de76fe014805c0fbbd11afe44 authored over 1 year ago by Ashay Rane <[email protected]>
[TORCH-MLIR] Add ODS for aten.clamp.Tensor op. (#1894)

This commit adds the ODS definition for the aten.clamp.Tensor op.

Signed-off-by: Prateek Gupt...

207229297eb0d8c14a455f340902bdf04c78ffd8 authored over 1 year ago by Prateek Gupta <[email protected]>
build: update llvm tag to 5e111eb275

- Update llvm tag to 5e111eb275eee3bec1123b4b85606328017e5ee5
- mhlo now points to a99159c45ee5c...

0afb85d45faf7f8ff7eed7d981ac84c04eae8a9f authored over 1 year ago by Gaurav Shukla <[email protected]>
build: manually update PyTorch version

Set PyTorch and TorchVision version to nightly release 2023-02-20.

Signed-Off By: Vivek Khandel...

6a3438f6724a91a887e6d0b199ba7833580040d8 authored over 1 year ago by Vivek Khandelwal <[email protected]>
[Torch Dialect] Scatter reduce lowering (#1884)

- Lowers the torch.scatter_reduce to linalg_on_tensors dialect.
- Includes support for "sum", "...

e7111d473b4499f238ba782f13b90eceac8e6bb4 authored over 1 year ago by Zachary Cetinic <[email protected]>
Replace `torch.rand` and `torch.randn` in e2e tests with `tu.rand` (#1890)

Random tensors used in e2e tests should be created using the
`TestUtils` object passed to the r...

52dbb160fc3314d28a7b0c8270b8804758b2f140 authored over 1 year ago by Ramiro Leal-Cavazos <[email protected]>
[Torch] decompose aten.norm.ScalarOpt_dim to aten.linalg_vector_norm (#1849)

eb74014dd829a34f722969aed3872e2baf2491b4 authored over 1 year ago by Yuanqiang Liu <[email protected]>
CI: install `unzip` before using it (#1893)

The RollPyTorch action needs the `unzip` command to peek into WHL files
for fetching metadata. ...

268364e0615c18363f31da5441a06490bc35d720 authored over 1 year ago by Ashay Rane <[email protected]>
[StableHLO] Add support for AtenPowTensorScalar. (#1883)

* [MHLO] Add support for AtenPowTensorScalar.

* Update.

---------

Co-authored-by: Zihen...

38ed5593983fff4de09ab3040f3cfd2d0ffc3013 authored over 1 year ago by Ziheng Jiang <[email protected]>
[TOSA] Add todtype f64 and i1 to f32 support (#1845)

e85def790cfc01ff27b450144a24096db5eafb09 authored over 1 year ago by Chi_Liu <[email protected]>
Update buildAndTest.yml (#1881)

* Update buildAndTest.yml

* Update oneshotSnapshotPackage.yml

* Update buildRelease.yml

...

5710871f4f995d153eb6179f6428964de8abb53a authored over 1 year ago by powderluv <[email protected]>
[MLIR][TORCH] Add decomposition for aten.bernoulli.p op (#1882)

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

b17d4d4f0853529173922956cec6b4b12bb8c3a0 authored over 1 year ago by Vivek Khandelwal <[email protected]>
[MLIR][TORCH] Add support for integer type input for max.dim op

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

f6f2e4d0407d9776411e60cc0d7497248a0683bf authored over 1 year ago by Vivek Khandelwal <[email protected]>
[TOSA] aten.index.tensor multiple indexes support (#1868)

8a7340dfb5d40a7e52dbb4fb67797d704c7b2dde authored over 1 year ago by Chi_Liu <[email protected]>
python: separate build- and test-related pip dependencies (#1874)

We want to ensure that pip packages required for building torch-mlir
should be included in the ...

67ab708b636d300db003fbec902411315e222bfb authored over 1 year ago by Ashay Rane <[email protected]>
test torch / torchvision compat (#1877)

57b252107e9737970dbd25e1832a2a3cbd02efa5 authored over 1 year ago by powderluv <[email protected]>
WIP: No PyTorch dep (#1854)

2eddb3fde7ac0a6991aeec88b8d988b354fe4046 authored over 1 year ago by Maksim Levental <[email protected]>
update PyTorch version to 2.0.0.dev20230213

3cf5f4fcb7020ebef457e3cf17ca1556a1f554b5 authored over 1 year ago by Roll PyTorch Action <[email protected]>
update PyTorch version to 2.0.0.dev20230212

be4d220e8154be06508e65eacf4504bda9cfb547 authored over 1 year ago by Roll PyTorch Action <[email protected]>
update PyTorch version to 2.0.0.dev20230211

bb8fbc41e77847be22746c19dd71ace1a791ae63 authored over 1 year ago by Roll PyTorch Action <[email protected]>
[Torch Dialect] add folder for aten.Int.float (#1863)

6ab990e1e8a5ce84bd52591eab0019e71f1ac49a authored over 1 year ago by Yuanqiang Liu <[email protected]>
[MHLO] Support AtenMaskedFillScalar (#1839)

* [MHLO] Support MaskedFillScalar.

* Update.

* Update.

* Update.

---------

Co-aut...

f1b8d5e581a40307fc72d2c01c56236d366a08ac authored over 1 year ago by Ziheng Jiang <[email protected]>
[Torch Dialect] add folder for prim.min.int (#1864)

2f6fdb7f0b5b4361e0053c1872aef6fae6aeb490 authored over 1 year ago by Yuanqiang Liu <[email protected]>
Python 3.11 support (#1848)

* Python 3.11 support

* test without torchvision

* Update pytorch-requirements.txt

* Up...

320e67ff3477dda2c1a03fe2d4d230774586eedc authored over 1 year ago by powderluv <[email protected]>
update PyTorch version to 2.0.0.dev20230210

a7294432bbed41dedcbb7cbd8d5c41a8da6fb52c authored over 1 year ago by Roll PyTorch Action <[email protected]>
Add compile_commands.json to gitignore (#1867)

230fc3ffb653d3a4b80885964a3abb0d805434fc authored over 1 year ago by Kunwar Grover <[email protected]>
[TOSA] Fix broadcast_to input and output different shape support (#1855)

cc819e73dd5a48162dcfc099bbdf1b54ca6831da authored over 1 year ago by Chi_Liu <[email protected]>
update PyTorch version to 2.0.0.dev20230209

83534370c3a45e80a80a925655612a434d413781 authored over 1 year ago by Roll PyTorch Action <[email protected]>
update PyTorch version to 2.0.0.dev20230208

eb7bac7ca43ef76581f025fb1c0417308a29582a authored over 1 year ago by Roll PyTorch Action <[email protected]>
build: manually update PyTorch version

Set PyTorch and TorchVision version to nightly release 2023-02-07.
Fixes https://github.com/llvm...

282c4e027b1e271ebfc66c3cf788be7c4fc5feeb authored over 1 year ago by Vivek Khandelwal <[email protected]>
Add aten.scatter_reduce op definition (#1846)

2a4a61f98f79bda06aaa8af4569be04265bd447b authored over 1 year ago by Zachary Cetinic <[email protected]>
build: update llvm tag to ba8b8a73f (#1856)

* build: update llvm tag to ba8b8a73f

* skip ConvolutionModule2DGroups_basic

3ebe5a5a67239d2cd3afa1314376225a59dc6a91 authored over 1 year ago by Tanyo Kwok <[email protected]>
build: manually update PyTorch version

Set PyTorch and TorchVision version to nightly release 2023-02-06.

Signed-Off By: Vivek Khandel...

3e60e6021f3e5b928e9fdc99e0e5cc53fb60fae8 authored over 1 year ago by Vivek Khandelwal <[email protected]>
[MHLO] move AtenTanhOp to ConvertAtenUnaryFPOnlyPatten and add sin/cos/ceil/floor pattern (#1847)

089018b658869572aeb5e133e1c81d8c814cd3cc authored over 1 year ago by Yuanqiang Liu <[email protected]>
build: manually update PyTorch version

Set PyTorch and TorchVision version to nightly release 2023-02-05.

Signed-Off By: Vivek Khandel...

c957cebd03099cd4a55f5f1da2310f741867796d authored over 1 year ago by Vivek Khandelwal <[email protected]>
Add in-place variant of torch.scatter_add (#1836)

2c2009a13ded11b4725972d3450e1739ce1ce1c4 authored over 1 year ago by Zachary Cetinic <[email protected]>
Add aten.bucketize op and its decomposition (#1834)

f58ba19448012359c4ed7a38bc76b5b0e41c64aa authored over 1 year ago by Jiahao Li <[email protected]>
update PyTorch version to 2.0.0.dev20230202

5d553901112113cac651ae3884d3976e8b6b04c4 authored over 1 year ago by Roll PyTorch Action <[email protected]>
mhlo: migrate conversion to stablehlo (#1840)

This patch replaces all MHLO operations with their StableHLO
counterparts and adds a validation...

711646d0951a50af7ea30012cbf588c3103fc0ab authored over 1 year ago by Ashay Rane <[email protected]>
[MLIR][TORCH] Add support for clone op with channels last memory format

Fixes https://github.com/llvm/torch-mlir/issues/1829

Signed-Off By: Vivek Khandelwal <vivek@nod...

ed9d8d1fb7eafb14c2d1704bd5f73599017b2128 authored over 1 year ago by Vivek Khandelwal <[email protected]>
Revert "update PyTorch version to 2.0.0.dev20230201" (#1842)

This reverts commit ca400e02cecb8d7efc062fa895a7fcdd8917b84e, since the
(upstream) Windows buil...

95361747c2c350886d192261667bfc57d870971d authored over 1 year ago by Ashay Rane <[email protected]>
update PyTorch version to 2.0.0.dev20230201

ca400e02cecb8d7efc062fa895a7fcdd8917b84e authored over 1 year ago by Roll PyTorch Action <[email protected]>
update PyTorch version to 2.0.0.dev20230131

5057e8871592d6c52c2e2c9e646c07360ee07517 authored over 1 year ago by Roll PyTorch Action <[email protected]>
Update LLVM and MHLO submodules.

Week of 01/30/2023:

Green LLVM commit: e31ee6417c33a6e2f0e8440b1a86d5365279ad68
Green MHLO comm...

72fbf316b4948fd4e1b956ed8150badec1ad9cdc authored over 1 year ago by Sean Silva <[email protected]>
update PyTorch version to 2.0.0.dev20230130

c622f59300ede65f686f416fa0f8efbb780a314f authored over 1 year ago by Roll PyTorch Action <[email protected]>
[MHLO] Support aten.cumsum op in mhlo backend (#1825)

f5b689e12f5b694c4e7a6465957829f1fd940478 authored over 1 year ago by Jiahao Li <[email protected]>
update PyTorch version to 2.0.0.dev20230129

6040d7ce0025d979f93a9b319e6a3b99f0ddce4d authored over 1 year ago by Roll PyTorch Action <[email protected]>
update PyTorch version to 2.0.0.dev20230128

ef4316e046cec45015863db79a230eedbc8e9a7f authored over 1 year ago by Roll PyTorch Action <[email protected]>
[TOSA] Add to.dtype i1 to i64 (#1830)

00fc14a6e1bdafa5b68d71f6c1f762e6460e1910 authored over 1 year ago by Chi_Liu <[email protected]>
update PyTorch version to 2.0.0.dev20230127

31ffb815e454416f8aa924798c459e8aec8cca9b authored over 1 year ago by Roll PyTorch Action <[email protected]>
update PyTorch version to 2.0.0.dev20230126

37a625e7374e3d197bb8edae5d65b90f475069af authored over 1 year ago by Roll PyTorch Action <[email protected]>
Update README.md and put Python 3.10 a prerequisite (#1821)

* Update README.md and put Python 3.10 a prerequisite

* Update README.md

* Follow up with ...

27a31157b9ee4154dd2846e8991395ec3a697ecd authored over 1 year ago by Yi Wang <[email protected]>
update PyTorch version to 2.0.0.dev20230125

506aceae7f1f73219a273d34de3126c361e68732 authored over 1 year ago by Roll PyTorch Action <[email protected]>
[TorchToLinalg] Lower AtenRoundOp to math::RoundEvenOp (Fixes #1811) (#1823)

[TorchToLinalg] Lower AtenRoundOp to math::RoundEvenOp (Fixes #1811)

adaf05f03ebafd1cc94aa4c8d2cadbf4235dbb32 authored over 1 year ago by Matthias Gehre <[email protected]>
Enable VerifyBackendContract in LTC backend (#1798)

* Enable VerifyBackendContract in LTC backend

* Update VerifyBackendContract pass

* Move c...

3930588a7e13877e5f65c6c554fcaeaefe76bab0 authored over 1 year ago by Gleb Kazantaev <[email protected]>
build: update llvm tag to 9acc2f37 (#1828)

This commit makes the following changes:

- Update dialects to use fold API `kEmitFoldAdaptorF...

6c86bec04f36291eb45d850718e837ceefbac670 authored over 1 year ago by Ramiro Leal-Cavazos <[email protected]>
update PyTorch version to 2.0.0.dev20230124

8ce2fffca5afabf99c8d9d60b9267938eda74326 authored over 1 year ago by Roll PyTorch Action <[email protected]>
Fix JIT schema matching for when ListType is used (#1826)

aa3a88c8d9afd29e8f3780a9418211730c34bcbc authored over 1 year ago by Gleb Kazantaev <[email protected]>
update llvm to d23516e9ad477527a9db4d06b1fa9566680ac67c (#1812)

Rename BlockAndValueMapping to IRMapping
Moved PrimTupleConstructOp type validation to its own ...

95bdfaa9bfaefb1a931362b9a5f9609bddfd2f3a authored over 1 year ago by Eric Kunze <[email protected]>
CI: build torch-mlir python package for Python v3.8 (#1827)

Previously, torchvision had not released WHL files for Python v3.8,
causing failures in torch-m...

aefa7be6fa74db410c75b74a34fbeb65c5f6f35a authored over 1 year ago by Ashay Rane <[email protected]>
update PyTorch version to 2.0.0.dev20230123

c29c07b29ba43569347ea53a47b9212e44873db2 authored over 1 year ago by Roll PyTorch Action <[email protected]>
[torchdynamo] Add default decomposition for ops in the dynamo backend

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

23aa6903f7bb0cb94d1b4844f60e6779f5e85527 authored over 1 year ago by Vivek Khandelwal <[email protected]>
build: manually update PyTorch version

Set PyTorch and TorchVision version to nightly release 2023-01-22.

Signed-Off By: Vivek Khandel...

bf4c77cbc56990c6a9d77507d152a00870d181e4 authored over 1 year ago by Vivek Khandelwal <[email protected]>
Use delvewheel to package windows DLLs (#1820)

556620e349f41785115fa31778555f7962d5b6c8 authored over 1 year ago by powderluv <[email protected]>
Using `ArrayRef` deduction guides. (#1809)

`llvm::makeArrayRef` is now deprecated and can be
replaced by the newly introduced `ArrayRef` d...

1cf09a6a34a4b8b412da85f4fa44757ed0d3622f authored over 1 year ago by Victor Guerra <[email protected]>
update PyTorch version to 2.0.0.dev20230121

68ac2ce6550291c7041f25d638a0470cf80b38fc authored over 1 year ago by Roll PyTorch Action <[email protected]>
[TOSA] Add aten.view shape -1 support (#1815)

c5ac42a1984c70e0d9829e3d847fe8282839c75d authored over 1 year ago by Chi_Liu <[email protected]>
Make `getTypeForScalarType` safer by returning `FailureOr<Type>` (#1814)

One of the potential values for a `torch_upstream::ScalarType` is
`Undefined`. This means that ...

d849cbad14730c2af35ced046df03be2fe9a87eb authored over 1 year ago by Ramiro Leal-Cavazos <[email protected]>
update PyTorch version to 2.0.0.dev20230120

d3c6183294aef7c5185cdf659c9d56e3f52288e4 authored over 1 year ago by Roll PyTorch Action <[email protected]>
[TOSA] Add aten.Index.Tensor support (#1771)

2587b3f5833511ee5f71b49ef03c7f5a9bd16611 authored over 1 year ago by Chi_Liu <[email protected]>
update PyTorch version to 2.0.0.dev20230119

c4c9d66f71636c1949626e147c535971d38d9b09 authored over 1 year ago by Roll PyTorch Action <[email protected]>
[MLIR][TORCH] Add canonicalizer for aten.new_empty_strided op

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

abf4f207cd502a72a1c9c9567f9b128ddce3836d authored almost 2 years ago by Vivek Khandelwal <[email protected]>
update PyTorch version to 2.0.0.dev20230118

158c9b540846a428652ca090e7ea24335751bc36 authored almost 2 years ago by Roll PyTorch Action <[email protected]>
[MLIR][TORCH] Add decomposition for aten.randn_like op

This commit decomposes aten.randn_like op into aten.randn.generator op.

Signed-Off By: Vivek Kh...

f9d59eb500330d41e7e7ce4f644fbef6174c6b42 authored almost 2 years ago by Vivek Khandelwal <[email protected]>
[torchdynamo] Add native_group_norm and split op to the decomp list

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

999fd9036b1663af6f186be2c398ee579d10823b authored almost 2 years ago by Vivek Khandelwal <[email protected]>
[MHLO] simplify aten.frobenius_norm.dim's lowering (#1800)

0a8503378082ac22c485c3cb89d7b5ba4073664e authored almost 2 years ago by Yuanqiang Liu <[email protected]>
Fix empty tensor when select -1 (#1787)

e2698433db4298cc8a86dbad70b43aa3e32e9803 authored almost 2 years ago by Jiahao Li <[email protected]>
update PyTorch version to 2.0.0.dev20230117

19bb8aebdf3a8ba4760c4a12cb609c9e69c0449d authored almost 2 years ago by Roll PyTorch Action <[email protected]>
Expose metadata of torch-mlir types (plus verify DictType key and value types). (#1785)

8696752eb645eb42832c624ec7d2a56a48128918 authored almost 2 years ago by Maksim Levental <[email protected]>
update PyTorch version to 2.0.0.dev20230116

2fe697c0be56d6a475f4b34ab3a00bcb6061f16c authored almost 2 years ago by Roll PyTorch Action <[email protected]>
build: manually update PyTorch version

Set PyTorch and TorchVision version to nightly release 2023-01-15.

Signed-Off By: Vivek Khandel...

924503c4369332fda9add34135c0ffc77a858b96 authored almost 2 years ago by Vivek Khandelwal <[email protected]>
update PyTorch version to 2.0.0.dev20230114

3f49ba9fe2f474d548325cf04c2b05f17f021217 authored almost 2 years ago by Roll PyTorch Action <[email protected]>