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122 Commits (ab7aa01b1eed74c13ef2f4af5e9590e72330bc58)

Author SHA1 Message Date
Tanyo Kwok 16dd7e2e5f
Fix dynamic shapes type verifications (#1409) 
* Fix dynamic shapes type verifications
 2022-09-23 20:50:29 +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
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
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
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
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
Yan Xu c935795086
add native_dropout and related ops pattern (#1211) 2022-08-15 09:28:47 +08:00
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
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
Tanyo Kwok 290d7755fb
importer: add initial support for loading Float16 tensors (#1169) 
follow up #761:

    This patch updates the `torch_mlir::convertTensorToMlirElementsAttr()`
    method to enable the creation of tensors whose base type is Float16.
    This patch also adds a test to validate the IR generation, and it
    updates the test for importing tensors of various types.
 2022-08-08 12:37:31 +08:00
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
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
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
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
武家伟 052d2f84dc
[MHLO] Init MHLO basic op conversion (#1092) 
* [MHLO] Init MHLO basic Op Conversion
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>

* [NFC] Remove 'from @llvm-project' annotation

Co-authored-by: wujiawei.jw <wujiawei.jw@bytedance.com>
 2022-07-27 13:07:51 +08:00
Tanyo Kwok 44ead68772
[MHLO] Init MHLO gather op patterns (#1104) 
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
 2022-07-25 23:47:46 +08:00
Tanyo Kwok f50d7013cd
[MHLO] Add [un]squeeze op patterns (#1099) 
* [MHLO] Add [un]squeeze op patterns

* Conform to llvm coding standard

* minor update
 2022-07-25 23:28:48 +08:00
Tanyo Kwok b80ce79b9f
[MHLO] Init MHLO view like op patterns (#1090) 
* [MHLO] Init MHLO view like op patterns

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

* update filecheck test cases

* rebase, remove chlo and clang-format
 2022-07-22 15:18:18 +08:00
Tanyo Kwok a02dbb2d5e
[MHLO] Init MHLO slice like op patterns (#1091) 
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
 2022-07-22 11:32:45 +08:00
Ziheng Jiang c61c99e887
[MHLO] Init MHLO integration. (#1083) 
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>
 2022-07-20 16:18:16 -07:00
Ashay Rane 234fc7fe0c
linalg: lower `aten.triu` op to `linalg.generic` (#965) 
Prior to this patch, the torch dialect included `AtenTriuOp` for
computing the upper triangular part of the input matrix, but there was
no code for lowering the op to the linalg dialect.

This patch adds code to generate a `linalg.generic` operation that
compares indices (computed using `linalg.index`) to choose between zero
or the original value (using `arith.select`).  The lowering fails if the
number of dimensions are less than two.  This patch also adds a few
end-to-end tests.
 2022-06-23 22:45:48 -07:00
Vivek Khandelwal 06750815d1 [tosa] Support for AtenAvgPool2d op 
Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
 2022-05-27 07:56:37 +05:30
Vivek Khandelwal 6f548fc3ad [MLIR][TORCH] Add decomposition of aten.adaptive_avg_pool2d op 
This commit adds the decomposition of `aten.adaptive_avg_pool2d` op into
`aten.avg_pool2d` op. The current decomposition only supports cases where
input size is equal to the output size.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
 2022-05-27 07:56:37 +05:30
Vivek Khandelwal 56e77d4213 [MLIR][TORCH] Add E2E support for aten.Bool.[float|int] op 
This commit adds lowering of `aten.Bool.float` and `aten.Bool.int` op.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
 2022-05-24 21:18:34 +05:30
Vivek Khandelwal 014a6d16c7 [MLIR][TORCH] Add E2E support for aten.any.bool op 
This commit adds lowering of `aten.any.bool` op.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
 2022-05-24 17:24:28 +05:30
Vivek Khandelwal bc9b2156e3 [MLIR][TORCH] Add E2E support for aten.sqrt.int op 
This commit adds lowering of `aten.sqrt.int` op.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
 2022-05-24 16:50:39 +05:30
Ashay Rane bb52a460cb
mlir: bump llvm tag to 5380e3 (#856) 
In addition to updating the llvm-project submodule, this patch also:

1. updates shape functions and tests so that `func` and `call`
   operations refer to the `func` dialect
2. avoid duplicate registration of dialects
 2022-05-16 12:54:35 -07:00
Vivek Khandelwal 96fabc0036 [MLIR][TORCH] E2E support for [ge|ceil].float, [ge|ne|gt].float_int op 
This commit adds lowering of `aten.ge.float`, `aten.ge.float_int`,
`aten.ne.float_int`, `aten.gt.float_int` and `aten.ceil.float` op.
This commit also fixes formatting for the file scalar.py and scalar_comparison.py.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
 2022-05-05 21:48:35 +05:30
Ashay Rane 809f240f01
importer: add initial support for loading BFloat16 tensors (#761) 
This patch updates the `torch_mlir::convertTensorToMlirElementsAttr()`
method to enable the creation of tensors whose base type is BFloat16.
This patch also adds a test to validate the IR generation, and it
updates the test for importing tensors of various types.
 2022-04-29 09:01:49 -07:00
Prateek Gupta e1db318a3c [TORCH][MLIR]Add lowering for control flow operations. 
1. This commit adds lowering of "while-like" prim loop to scf.while
operation.
2. Adds lowering of "for-like" prim loops to scf.for operation.

Signed-Off-By: Prateek Gupta <prateek@nod-labs.com>
 2022-04-29 16:25:58 +05:30
Sean Silva 44c7b181d3 Revert "[MLIR][TORCH] Add E2E support for aten.ge.float op" 
This reverts commit 564734b2d7.
 2022-04-28 07:49:58 -07:00
Sean Silva eff144c0b7 Revert "[MLIR][TORCH] Add E2E support for aten.ge.float_int op" 
This reverts commit 1f102cc400.
 2022-04-28 07:49:58 -07:00
Sean Silva 7669ee4e4a Revert "[MLIR][TORCH] Add E2E support for aten.ne.float_int op" 
This reverts commit 51dd462592.
 2022-04-28 07:49:58 -07:00
Sean Silva 5ef9f501fa Revert "[MLIR][TORCH] Add E2E support for aten.ceil.float op" 
This reverts commit 78f5747568.
 2022-04-28 07:49:58 -07:00
Vivek Khandelwal 78f5747568 [MLIR][TORCH] Add E2E support for aten.ceil.float op 
This commit adds lowering of `aten.ceil.float` op.
This commit also fixes formatting for the file scalar.py.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
 2022-04-28 11:49:35 +05:30
Vivek Khandelwal 51dd462592 [MLIR][TORCH] Add E2E support for aten.ne.float_int op 
This commit adds lowering of `aten.ne.float_int` op.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
 2022-04-27 21:16:48 +05:30
Vivek Khandelwal 1f102cc400 [MLIR][TORCH] Add E2E support for aten.ge.float_int op 
This commit adds lowering of `aten.ge.float_int` op.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
 2022-04-27 21:16:48 +05:30
Vivek Khandelwal 564734b2d7 [MLIR][TORCH] Add E2E support for aten.ge.float op 
This commit adds lowering of `aten.ge.float` op.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
 2022-04-27 21:16:48 +05:30
Vivek Khandelwal f5b6c4b601 [MLIR][TORCH] Add E2E support for aten.div.float op 
This commit adds lowering of `aten.div.float` op.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
 2022-04-27 21:16:48 +05:30
Ashay Rane 9208bf0eb6
llvm: bump tag to e1318078 (#781) 
The updated LLVM code includes a patch to create bfloat16 array
attributes, thus enabling a different patch to torch-mlir to flesh out
support for the bfloat16 type.
 2022-04-26 12:27:51 -07:00