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353 Commits (eda18e351c7f0a45dd78bf8fc43efb570301c3b3)

Author SHA1 Message Date
Prashant Kumar 6777a9484d [LINALG] Add lowering for the aten.upsample_nearest2d op. 2022-10-04 17:20:29 +05:30
Vivek Khandelwal 9dd5ae8239
[tosa] Add TorchToTosa lowering for aten.arange.start_step op (#1442) 2022-09-30 07:33:41 -07:00
AmosLewis 940959589b [MLIR][TORCH] Add Byte and Char Dtype support 2022-09-30 13:19:31 +05:30
Vivek Khandelwal 6db513c51d
[tosa] Add support for some cases of aten.broadcast_to op (#1429) 
This commit adds support for TorchToTosa lowering of
`aten.broadcast_to` op for cases:
1.) When the rank of input and output tensor is equal.
2.) When the rank of input tensor is zero.

Signed-Off By: Vivek Khandelwal<vivek@nod-labs.com>
 2022-09-29 09:40:56 -07:00
Vivek Khandelwal bce00c8ed1 [tosa] Fix torch.vtensor.literal lowering 
Signed-Off By: Vivek Khandelwal<vivek@nod-labs.com>
 2022-09-29 17:03:10 +05:30
JakopinA 8ef0c874c2
Implement Expand/Collapse Functionality for Aten.View (#1353) 2022-09-27 11:08:14 -07:00
Eric Kunze cb1b8796a2
Convert torch si literals into signless for TOSA (#1421) 2022-09-26 16:54:27 -07:00
Ashay Rane a60acf272d
build: update llvm tag to bebc9695 (#1415) 
Summary of changes:
 - Renamed OptionalArrayRefParameter since the name conflicts with an
   upstream symbol that has a different meaning
   (https://reviews.llvm.org/D133819)
 - Removed extraneous dependency between TorchMLIRTorchToMhlo and
   ChloOps, since the existing dependency on MhloDialect is sufficient
 - Fixed code to prevent warnings related to comparisons between signed
   and unsigned values
 2022-09-26 11:44:54 -05:00
武家伟 ab7aa01b1e
[MHLO] Add torch-to-mhlo e2e support for aten.gather op (#1410) 
* Add torch-to-mhlo e2e support for aten.gather op 

* Add more e2e tests for torch.aten.gather op
 2022-09-25 22:07:46 +08:00
Quinn Dawkins 53bf09ceef
Fix iterator types for embedding bag sum mode (#1371) 2022-09-23 13:13:47 -04:00
Tanyo Kwok 16dd7e2e5f
Fix dynamic shapes type verifications (#1409) 
* Fix dynamic shapes type verifications
 2022-09-23 20:50:29 +08:00
Tanyo Kwok 72e422b589
Add relu6 and binary broadcasts (#1408) 
* Add relu6 and binary broadcasts
 2022-09-23 20:39:15 +08:00
Tanyo Kwok 061a97c3f2
Replace empty_like && empty_memory_format with full/full_like (#1398) 
* Replace empty_like && empty_memory_format with full/full_like

* fix broadcast rank0 tensor
 2022-09-23 10:24:36 +08:00
Vivek Khandelwal 4ef6e69ed4
[MLIR][TORCH] Add TorchToTosa lowering for aten.clone op (#1388) 
Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>

Co-authored-by: Suraj Sudhir <16977902+sjarus@users.noreply.github.com>
 2022-09-20 15:07:46 -07:00
Vivek Khandelwal 1ffd42bbde
[MLIR][TORCH] Add TorchToTosa lowering for aten.broadcast_to op (#1386) 
Signed-Off By: Vivek Khandelwal<vivek@nod-labs.com>
 2022-09-20 10:04:51 -07:00
武家伟 0e2e94d542
Add torch-to-mhlo e2e support for AtenArangeStartStepOp (#1385) 
Co-authored-by: Vremold <xremold@gamil.com>
 2022-09-20 22:31:24 +08:00
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