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337 Commits (896746398027d3f22151920c9fb8ae863319c657)

Author SHA1 Message Date
long.chen 797feaf129
[torch-mlir][Tosa] fix during torch.max.dim lower to tosa the reshape's new shape attr mismatch reshape's result type (#1378) 2022-09-16 21:29:56 -07:00
武家伟 b316918947
Add AtenClampOp conversion pattern to MHLO (#1356) 
Add AtenClampOp conversion pattern to MHLO
 2022-09-16 15:09:21 +08:00
George Petterson a12b9c4492 Add lowering for aten::cumsum 2022-09-12 09:28:07 +05:30
Vivek Khandelwal e35741fb1d [MLIR][TORCH] Add E2E support for aten.bitwise_not op 
This commit adds lowering of `aten.bitwise_not` op.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
 2022-09-08 17:52:12 +05:30
Vivek Khandelwal c19fccfca2 [MLIR][TORCH] Add E2E support for aten.pow.Tensor_Tensor op 
This commit adds lowering of `aten.pow.Tensor_Tensor` op.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
 2022-09-08 10:01:42 +05:30
武家伟 6a1893a517
[MLIR][MHLO] Add AtenFrobeniusNormDimOp and add its conversion pattern to MHLO and linalg (#1306) 
* Add aten.frobenius_norm.dim op and init its conversion pattern to linalg and MHLO, 
* run symbolic-shape-optimization before hlo-legalize-to-linalg to fit more mhlo e2e tests.
 2022-09-08 10:15:36 +08:00
Ashay Rane 93f7c0ceb5
build: update llvm tag to d2613d5b (#1343) 
Summary of changes:
 - Update the dataflow analysis in RefineTypes.cpp
 - Add tosa-to-arith pass after tosa-to-linalg pass, since
   tosa-to-linalg (and canonicalizations) can produce tosa.const() ops
 - Fixed warning about not making `matchAndRewrite` as override
 2022-09-07 14:35:14 -05:00
Gaurav Shukla 99093d0623 [TORCH] Add decomposition of `aten.linear` op 
This commit adds decomposition of `aten.linear` op. Due to limited
support at tosa backend in case of dynamic dimensions, this
decomposition is currently disabled for tosa backend.

Signed-Off-by: Gaurav Shukla <gaurav@nod-labs.com>
 2022-09-07 16:58:27 +05:30
Quinn Dawkins cc86cc0f02
Revert "Implement Non-Expand/Collapse Functionality for Aten.View (#1309)" (#1347) 
Reverting commit a6a48ba233 to revise unit tests and address dynamic shape handling based on comments in #1309
 2022-09-07 01:38:11 -04:00
JakopinA a6a48ba233
Implement Non-Expand/Collapse Functionality for Aten.View (#1309) 
Focuses on statically sized cases such as [2, 3] -> [3, 2].
 2022-09-06 14:46:04 -04:00
Tanyo Kwok 37f57a9828
Delete ConvertAtenNativeLayerNormOp from TorchToLinalg (#1336) 
The ConvertAtenNativeLayerNormOp is delete because we have decomposition already
see https://github.com/llvm/torch-mlir/pull/1332
 2022-09-05 10:19:20 +08:00
Tanyo Kwok 29cafdbb61
[MHLO] refactor pass configurations (#1315) 
Related to https://github.com/llvm/torch-mlir/issues/1227

1. Reduce MHLO #ifdefs
2. Dismiss compilation warnings
 2022-09-01 10:36:02 +08:00
Ashay Rane e52e886845
build: update llvm tag to 00d648bd (#1307) 
- Update MHLO commit to build with LLVM commit hash 00d648bd
 - Update TorchToMhlo code to work with Stablehlo
 - Re-enabled two failing TOSA tests, thus resolving Github Issue #1231
 2022-08-30 14:44:00 -05:00
Sean Silva 51ef1b141c Add some missing dependencies. 
Caught in the wild here:
https://github.com/llvm/torch-mlir/runs/8046660640?check_suite_focus=true

It is common for a missing dependency to only surface as an issue on the
CI machines since they have fewer cores which prevents a "race" that
happens to cause the dependency to be built before the dependent.
 2022-08-30 11:52:30 -07:00
Ashay Rane 1d9d925f6e
mlir: fix replacement of `OpaqueElementsAttr` (#1274) 
An earlier patch (bb47c166) incorrectly replaced the now-dropped
`OpaqueElementsAttr` with `SparseElementsAttr` in one place and with
`DenseElementsAttr` in another.  This patch fixes the problem by making
both replacements use the dense-equivalent type.
 2022-08-24 17:10:40 -05:00
gpetters94 f012279fa2
Add transposed case for at::convolution (#917) 
Also adds a decomposition for aten::conv_transposed2d.input
 2022-08-24 12:19:35 -04:00
Tanyo Kwok 3d0e18bbe7
Add decomposition for aten.roll (#1170) 
* Add decomposition for aten.roll

* add e2e unittest

* refine type of torch.roll

* fix aten::cat output type
 2022-08-24 08:36:05 +08:00
Tanyo Kwok 2374098d71
[MHLO] Init end to end unit tests (#1223) 2022-08-23 16:47:21 +08:00
Vivek Khandelwal 65d811e267 [MLIR][TORCH] Fix dynamic cases for aten.index.Tensor 2022-08-19 12:13:20 +05:30
武家伟 7bd173a1c4
[MHLO] Eliminate explicit dynamic output shape generating in converting AtenSliceTensorOp (#1245) 
[MHLO] Eliminate explicit dynamic output shape generating in converting AtenSliceTensorOp
 2022-08-19 10:14:57 +08:00
Yan Xu 9be8997536
Revert "add native_dropout and related ops pattern (#1211)" (#1230) 
This reverts commit c935795086.
 2022-08-17 13:48:10 +08:00
武家伟 11a5b5ac52
[MHLO] Add AtenRSubScalarOp conversion pattern to MHLO (#1233) 
* [MHLO] Add AtenRSubScalarOp conversion pattern
Co-authored-by: Bairen Yi <yibairen.byron@bytedance.com>
Co-authored-by: Jiawei Wu <xremold@gmail.com>
Co-authored-by: Tianyou Guo <tianyou.gty@alibaba-inc.com>
Co-authored-by: Xu Yan <yancey.yx@alibaba-inc.com>
Co-authored-by: Ziheng Jiang <ziheng.jiang@bytedance.com>
 2022-08-17 09:07:36 +08:00
nithinsubbiah fde390c766 Re-enable custom op support 2022-08-16 22:49:08 +05:30
Ashay Rane 84d345c650
build: update llvm tag to 2dde4ba6 (#1229) 
Summary of changes:
 - Tensor dialect now sets `emitAccessorPrefix` to prefixed, thus
   requring updates to methods that retrieve arguments
   [https://reviews.llvm.org/D131361]
 - Update MHLO to build with LLVM commit hash 2dde4ba6
 - Replace `AbsOp` with `AbsFOp` [https://reviews.llvm.org/D131325]
 - Replace deprecated `getValue()` with `value()`
   [https://reviews.llvm.org/D131349]
 - Remove `AnalysisState::defaultInitialize()`
   [https://reviews.llvm.org/D131746]
 - Update MHLO MLIR tests to use the updated assembly format
 - Disabled two failing TOSA tests (Github Issue link:
   https://github.com/llvm/torch-mlir/issues/1231)
 2022-08-15 23:54:45 -07:00
Ramiro Leal-Cavazos 9d6ee48661
Fix unused-variables warnings about EmbeddingBag ops (#1220) 
According to the documentation for
`torch.embedding_bag` (https://pytorch.org/docs/stable/generated/torch.nn.functional.embedding_bag.html),
the default value for `scale_grad_by_freq` is False.
 2022-08-15 09:43:55 -07:00
Yan Xu c935795086
add native_dropout and related ops pattern (#1211) 2022-08-15 09:28:47 +08:00
Prashant Kumar b1a506624c Add decomposition of `aten.masked.tensor` op. 
`aten.masked.tensor` op has been decomposed to `aten.masked.scalar` op.
 2022-08-11 07:48:04 +05:30
Yan Xu d96ec64be1
remove torch dialect from legal list (#1192) 2022-08-11 09:22:41 +08:00
Vidush Singhal dd2da5a038
E2E support for AtenRemainderScalarOp (#1200) 2022-08-10 20:02:06 -04:00
Ramana Radhakrishnan 738f4fe96a
Rename TorchToStd pass as TorchToArith (#1163) 
All the converters in this pass appear to create ops from the
arith dialect. Hence the full rename.

Fix GH Issue #409.
 2022-08-10 20:12:51 +01:00
武家伟 87562773f8
[MHLO] Add AtenCatOp conversion pattern to MHLO (#1208) 
Co-authored-by: Bairen Yi <yibairen.byron@bytedance.com>
Co-authored-by: Jiawei Wu <xremold@gmail.com>
Co-authored-by: Tianyou Guo <tianyou.gty@alibaba-inc.com>
Co-authored-by: Xu Yan <yancey.yx@alibaba-inc.com>
Co-authored-by: Ziheng Jiang <ziheng.jiang@bytedance.com>
Co-authored-by: Vremold <xremold@gamil.com>
 2022-08-09 22:12:34 -07:00
Yan Xu f83a905856
[MHLO]fix lowering failed on reduction op with i32 shape (#1185) 
fixed lowering failed on torch::max.dim while shape type is i32
 2022-08-09 17:02:50 +08:00
powderluv e55fc4deb5
Revert "E2E support for AtenRemainderScalarOp (#1119)" (#1190) 
This reverts commit 34e207eeb5.
 2022-08-08 22:59:57 -07:00
Ashay Rane bb47c166a0
llvm: update tag to 061e0189 (#1180) 
Summary of changes:
 - Switch to C++17 (similar to https://reviews.llvm.org/D131348)
 - Update MHLO to build with LLVM commit hash 061e0189
 - Replace deprecated `hasValue()` and `getValue()` with `has_value()`
   and `value()` respectively (https://reviews.llvm.org/D131349)
 - Use `TypedAttr` (https://reviews.llvm.org/D130092)
 - Use updated assembly format of `mhlo.compare` op (commit
   d03ef01e70fbf9afd0fa1976fbb7ed31838929b3 in MHLO repo)
 2022-08-08 20:17:35 -07:00
武家伟 351f15424e
[MHLO] Add transposed convolution conversion pattern (#1171) 
Co-authored-by: Bairen Yi <yibairen.byron@bytedance.com>
Co-authored-by: Jiawei Wu <xremold@gmail.com>
Co-authored-by: Tianyou Guo <tianyou.gty@alibaba-inc.com>
Co-authored-by: Xu Yan <yancey.yx@alibaba-inc.com>
Co-authored-by: Ziheng Jiang <ziheng.jiang@bytedance.com>
 2022-08-09 09:50:07 +08:00
Vidush Singhal 34e207eeb5
E2E support for AtenRemainderScalarOp (#1119) 
* E2E support for AtenRemainderScalarOp
 2022-08-08 20:02:52 -04:00
Tanyo Kwok 1ee865983b
[MHLO] fix tensor mode aten.div op pattern (#1160) 
* [MHLO] fix tensor mode aten.div op pattern

See RFC #999
Co-authored-by: Bairen Yi <yibairen.byron@bytedance.com>
Co-authored-by: Jiawei Wu <xremold@gmail.com>
Co-authored-by: Tianyou Guo <tianyou.gty@alibaba-inc.com>
Co-authored-by: Xu Yan <yancey.yx@alibaba-inc.com>
Co-authored-by: Ziheng Jiang <ziheng.jiang@bytedance.com>
 2022-08-06 23:38:06 +08:00
武家伟 c94431f71c
[MHLO] Add convolution op pattern (#1152) 
Co-authored-by: Bairen Yi <yibairen.byron@bytedance.com>
Co-authored-by: Jiawei Wu <xremold@gmail.com>
Co-authored-by: Tianyou Guo <tianyou.gty@alibaba-inc.com>
Co-authored-by: Xu Yan <yancey.yx@alibaba-inc.com>
Co-authored-by: Ziheng Jiang <ziheng.jiang@bytedance.com>
 2022-08-04 00:41:35 -07:00
gpetters94 08fc2d89bb
Add non-unit groups support to aten.convolution (#858) 2022-08-04 02:18:38 -04:00
武家伟 d030591df9
[MHLO] Init MHLO pooling-like op conversion (#1141) 
* [MHLO] Init MHLO pooling-like op conversion and remove 'op' suffix in filenames

Co-authored-by: Bairen Yi <yibairen.byron@bytedance.com>
Co-authored-by: Jiawei Wu <xremold@gmail.com>
Co-authored-by: Tianyou Guo tianyou.gty@alibaba-inc.com
Co-authored-by: Xu Yan <yancey.yx@alibaba-inc.com>
Co-authored-by: Ziheng Jiang <ziheng.jiang@bytedance.com>

See RFC #999
 2022-08-04 12:34:22 +08:00
Tanyo Kwok f0a24f59f6
[MHLO] Init MHLO linear op patterns (#1132) 
See RFC https://github.com/llvm/torch-mlir/issues/999

Co-authored-by: Bairen Yi yibairen.byron@bytedance.com
Co-authored-by: Jiawei Wu xremold@gmail.com
Co-authored-by: Tianyou Guo tianyou.gty@alibaba-inc.com
Co-authored-by: Xu Yan yancey.yx@alibaba-inc.com
Co-authored-by: Ziheng Jiang ziheng.jiang@bytedance.com
 2022-08-03 19:10:54 -07:00
武家伟 636f5acb10
[MHLO] Init MHLO reduce-like op conversion (#1133) 
* [MHLO] init reduce-like op conversion from Torch to MHLO
Co-authored-by: Bairen Yi <yibairen.byron@bytedance.com>
Co-authored-by: Jiawei Wu <xremold@gmail.com>
Co-authored-by: Tianyou Guo <tianyou.gty@alibaba-inc.com>
Co-authored-by: Xu Yan <yancey.yx@alibaba-inc.com>
Co-authored-by: Ziheng Jiang <ziheng.jiang@bytedance.com>
 2022-08-03 10:47:52 +08:00
Tanyo Kwok 0b23af27d3
[MHLO] support non-constant torch scalar in BasicOps (#1134) 
See RFC https://github.com/llvm/torch-mlir/issues/999

Co-authored-by: Bairen Yi yibairen.byron@bytedance.com
Co-authored-by: Jiawei Wu xremold@gmail.com
Co-authored-by: Tianyou Guo tianyou.gty@alibaba-inc.com
Co-authored-by: Xu Yan yancey.yx@alibaba-inc.com
Co-authored-by: Ziheng Jiang ziheng.jiang@bytedance.com
 2022-08-03 08:16:31 +08:00
Quinn Dawkins 38d8498b21
add e2e support for aten.atan2 (#1117) 
- Includes math-to-libm pass in refbackend for math::atan2 support
 2022-08-02 11:39:41 -04:00
Yan Xu 704efdc259
[MHLO] add aten::gelu op pattern (#1127) 
add aten::gelu op pattern, and moved some unit tests from basic.mlir to elementwise.mlir
 2022-08-02 15:01:30 +08:00
武家伟 76c976682c
[MHLO] Support for dynamic shape in basic op conversion by introducing CHLO dialect (#1123) 
* [MHLO] Support for dynamic shape in basic op conversion by introducing CHLO dialect
Co-authored-by: Bairen Yi <yibairen.byron@bytedance.com>
Co-authored-by: Jiawei Wu <xremold@gmail.com>
Co-authored-by: Tianyou Guo <tianyou.gty@alibaba-inc.com>
Co-authored-by: Xu Yan <yancey.yx@alibaba-inc.com>
Co-authored-by: Ziheng Jiang <ziheng.jiang@bytedance.com>

* [MHLO] Support I32 as shape tensor dtype

* [NFC] Add a 'TODO' annotation
 2022-08-02 12:53:24 +08:00
Tanyo Kwok 3772e0bd91
[NFC][MHLO] move util funcs to MhloLegalizeUtils.h/cpp (#1128) 
See RFC: https://github.com/llvm/torch-mlir/issues/999

Co-authored-by: Bairen Yi yibairen.byron@bytedance.com
Co-authored-by: Jiawei Wu xremold@gmail.com
Co-authored-by: Tianyou Guo tianyou.gty@alibaba-inc.com
Co-authored-by: Xu Yan yancey.yx@alibaba-inc.com
Co-authored-by: Ziheng Jiang ziheng.jiang@bytedance.com
 2022-08-02 09:21:37 +08:00
Vidush Singhal ed13ebfd8d
E2E support for AtenEmbeddingBagPaddingIdxOp SUM Mode (#1066) 2022-08-01 16:44:11 -04:00
Vivek Khandelwal c681c3497a [MLIR][TORCH} Fix empty dim cases for the .dim ops 
This commit fixes the shape calculation for:
1.) aten.mean.dim
2.) aten.var.dim
3.) aten.sum.dim_IntList op

Also, it fixes the lowering of `aten.mean.dim` and
`aten.sum.dim_IntList` for handling the cases of empty dim list.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com
 2022-07-29 11:08:57 +05:30
Vivek Khandelwal 7247c6a3a7 [MLIR][TORCH] Add E2E support for aten.ge.int op 
This commit adds lowering of `aten.ge.int` op.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
 2022-07-29 11:08:57 +05:30