Commit Graph

680 Commits (98e75af2a88325a8018d46e1a56f4e8648e8b3e1)

Author SHA1 Message Date
Vivek Khandelwal e61ef1ee54 [MLIR][TORCH] Add support for aten._unsafe_index_put.hacked_twin op
Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
2023-08-11 08:57:01 +05:30
Vivek Khandelwal f0a8f273f7 build: manually update PyTorch version
Set PyTorch and TorchVision version to nightly release 2023-08-10.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
2023-08-10 21:59:20 +05:30
Vivek Khandelwal ee6c87ef5b [MLIR][TORCH] Add support for dtype arg for softmax.int op
Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
2023-08-08 21:54:47 +05:30
Jiawei Wu 4c12aceb81
[Torch-Dialect] add canonicalizer for prim::ListConstruct op (#2306)
[Torch-Dialect] add canonicalizer for prim::ListConstruct op
2023-08-08 10:28:11 +08:00
JianzheXiao 38b049eb1a
[Torch Dialect] add support for adaptive_avgpool_1d (#2342)
* [MLIR][TORCH] Fix aten.cumsum lowering for int32 input (#2351)

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

[Stablehlo] Add converter to stablehlo for aten.(Int,Float,Bool).Tensor op (#2340)

[Stablehlo] Add converter to stablehlo for aten.(Int,Float,Bool).Tensor op and configure crashing e2e sets for stablehlo backend.

update PyTorch version to 2.1.0.dev20230729 (#2354)

- torch version: 2.1.0.dev20230729
 - torch commit hash: b638df0afb83572724032c824c64e481bb4499a0
 - torchvision version: 0.16.0.dev20230729

Co-authored-by: Roll PyTorch Action <torch-mlir@users.noreply.github.com>

update PyTorch version to 2.1.0.dev20230730 (#2356)

- torch version: 2.1.0.dev20230730
 - torch commit hash: 0ff243ff350268cc98fe03fa6364375ee2824742
 - torchvision version: 0.16.0.dev20230730

Co-authored-by: Roll PyTorch Action <torch-mlir@users.noreply.github.com>

update PyTorch version to 2.1.0.dev20230731 (#2359)

- torch version: 2.1.0.dev20230731
 - torch commit hash: 6298ac688f8caafe30d71ff2ea2e20fbb32065c7
 - torchvision version: 0.16.0.dev20230731

Co-authored-by: Roll PyTorch Action <torch-mlir@users.noreply.github.com>

LTC->MLIR Debug Info support (#1922)

* LTC->MLIR Debug Info support

* SW-95317 Propagate Lazy->Jit->MLIR scope name.

* Enhance location information based on op names

Currently, the location information attached to the ops just considers
the filename, line number and column number. Attaching operation name
would help identify the type of computation by just looking at the
profile of execution.

* Update locations logic; updated debug-info.py test

* Use {scope}/{op_name} format to track names by default

---------

Co-authored-by: Gleb Kazantaev <gleb.kazantaev@cerebras.net>
Co-authored-by: Mark Browning <mark@cerebras.net>
Co-authored-by: Vimal Patel <vimal@polymagelabs.com>

build: update llvm tag to 41895843

Summary of changes:
- Update tags
  llvm: 41895843b5915bb78e9d02aa711fa10f7174db43
  mhlo: 4726d31f7025da66de0dea709bd56c462edb83c2

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

update PyTorch version to 2.1.0.dev20230802 (#2366)

- torch version: 2.1.0.dev20230802
 - torch commit hash: c89b16917755c2abbef7b6420e340baf9ae8089e
 - torchvision version: 0.16.0.dev20230802

Co-authored-by: Roll PyTorch Action <torch-mlir@users.noreply.github.com>

Change Python version from 3.10 to 3.11 in installation instructions (#2370)

Add CITATION file (#2371)

Add packaging as an install dependency (#2369)

Needed by `torch_mlir._version`. Resolves #2368.

[Torch Dialect] emit aten.masked_scatter and aten.masked_scatter_ op (#2358)

* [Torch Dialect] emit aten.masked_scatter and aten.masked_scatter_ op

update PyTorch version to 2.1.0.dev20230803 (#2372)

- torch version: 2.1.0.dev20230803
 - torch commit hash: f89c73be3a3e8274d025ac46a33a780853841c9e
 - torchvision version: 0.16.0.dev20230803

Co-authored-by: Roll PyTorch Action <torch-mlir@users.noreply.github.com>

Prevent failed stable CI job from cancelling nightly jobs (#2373)

The CI jobs that use stable PyTorch are currently not required to pass
in order for a patch to get merged in `main`. This commit makes sure
that if a CI job for stable PyTorch fails, it does not cancel the
other required jobs.

[Torch Dialect] emit aten.tile op and decompose it into aten.repeat (#2355)

update

update xfail sets

update xfail_sets

update

fix xfail_sets

update:

update

update:

update

parent 22e88d523b1970b2e904eb5421d49d987a3d255e
author jianzhe.xiao <jianzhe.xiao@bytedance.com> 1691114110 +0800
committer jianzhe.xiao <jianzhe.xiao@bytedance.com> 1691114119 +0800

[Stablehlo] Add converter to stablehlo for aten.(Int,Float,Bool).Tensor op (#2340)

[Stablehlo] Add converter to stablehlo for aten.(Int,Float,Bool).Tensor op and configure crashing e2e sets for stablehlo backend.

update PyTorch version to 2.1.0.dev20230729 (#2354)

- torch version: 2.1.0.dev20230729
 - torch commit hash: b638df0afb83572724032c824c64e481bb4499a0
 - torchvision version: 0.16.0.dev20230729

Co-authored-by: Roll PyTorch Action <torch-mlir@users.noreply.github.com>

update PyTorch version to 2.1.0.dev20230730 (#2356)

- torch version: 2.1.0.dev20230730
 - torch commit hash: 0ff243ff350268cc98fe03fa6364375ee2824742
 - torchvision version: 0.16.0.dev20230730

Co-authored-by: Roll PyTorch Action <torch-mlir@users.noreply.github.com>

update PyTorch version to 2.1.0.dev20230731 (#2359)

- torch version: 2.1.0.dev20230731
 - torch commit hash: 6298ac688f8caafe30d71ff2ea2e20fbb32065c7
 - torchvision version: 0.16.0.dev20230731

Co-authored-by: Roll PyTorch Action <torch-mlir@users.noreply.github.com>

LTC->MLIR Debug Info support (#1922)

* LTC->MLIR Debug Info support

* SW-95317 Propagate Lazy->Jit->MLIR scope name.

* Enhance location information based on op names

Currently, the location information attached to the ops just considers
the filename, line number and column number. Attaching operation name
would help identify the type of computation by just looking at the
profile of execution.

* Update locations logic; updated debug-info.py test

* Use {scope}/{op_name} format to track names by default

---------

Co-authored-by: Gleb Kazantaev <gleb.kazantaev@cerebras.net>
Co-authored-by: Mark Browning <mark@cerebras.net>
Co-authored-by: Vimal Patel <vimal@polymagelabs.com>

build: update llvm tag to 41895843

Summary of changes:
- Update tags
  llvm: 41895843b5915bb78e9d02aa711fa10f7174db43
  mhlo: 4726d31f7025da66de0dea709bd56c462edb83c2

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

update PyTorch version to 2.1.0.dev20230802 (#2366)

- torch version: 2.1.0.dev20230802
 - torch commit hash: c89b16917755c2abbef7b6420e340baf9ae8089e
 - torchvision version: 0.16.0.dev20230802

Co-authored-by: Roll PyTorch Action <torch-mlir@users.noreply.github.com>

Change Python version from 3.10 to 3.11 in installation instructions (#2370)

Add CITATION file (#2371)

Add packaging as an install dependency (#2369)

Needed by `torch_mlir._version`. Resolves #2368.

[Torch Dialect] emit aten.masked_scatter and aten.masked_scatter_ op (#2358)

* [Torch Dialect] emit aten.masked_scatter and aten.masked_scatter_ op

update PyTorch version to 2.1.0.dev20230803 (#2372)

- torch version: 2.1.0.dev20230803
 - torch commit hash: f89c73be3a3e8274d025ac46a33a780853841c9e
 - torchvision version: 0.16.0.dev20230803

Co-authored-by: Roll PyTorch Action <torch-mlir@users.noreply.github.com>

Prevent failed stable CI job from cancelling nightly jobs (#2373)

The CI jobs that use stable PyTorch are currently not required to pass
in order for a patch to get merged in `main`. This commit makes sure
that if a CI job for stable PyTorch fails, it does not cancel the
other required jobs.

[Torch Dialect] emit aten.tile op and decompose it into aten.repeat (#2355)

update

update xfail sets

update xfail_sets

update

fix xfail_sets

update:

update

update:

add support for adaptive_pool_id

update xfail sets

update xfail_sets

update

fix xfail_sets

update:

update:

* update

---------

Co-authored-by: Vivek Khandelwal <vivekkhandelwal1424@gmail.com>
2023-08-05 07:48:09 +08:00
Jiawei Wu 20a2b68ed6
[Torch Dialect] emit aten.tile op and decompose it into aten.repeat (#2355) 2023-08-04 09:05:34 +08:00
Jiawei Wu 6db92d1b14
[Torch Dialect] emit aten.masked_scatter and aten.masked_scatter_ op (#2358)
* [Torch Dialect] emit aten.masked_scatter and aten.masked_scatter_ op
2023-08-03 16:21:14 +08:00
JianzheXiao 31ef08b63d
[Stablehlo]Add support for AvgPool1dOp (#2268)
* Add support for AvgPool1d

* Update AbstractInterpLibrary

* support avgpool1d in linalg

* refactored code

* fix nit problem
2023-07-25 14:09:53 +08:00
Jiawei Wu d57f67e7f8
[Torch Dialect] emit aten.nonzero, aten.nonzero_numpy, aten.nonzero_static op (#2338)
By the way, this PR also adds the missing shape function for aten.masked_select.
2023-07-25 09:01:19 +08:00
Alexandre Rames 1e468e8294 Fix canonicalization of `torch.prim.TupleUnpack`. 2023-07-20 20:08:46 +02:00
Alexandre Rames a20422ce65 Support `DerefineOp` in `RefinePublicReturn`. 2023-07-20 20:08:46 +02:00
Alexandre Rames 4847563bed Clean up verification of calling conventions.
The implementation at this place was a remnent of the times the pipeline was
run only once.
Rely instead on the backend verification, after optimizations have had an
opportunity to resolve some uncertainties. (e.g. `!torch.optional`).
2023-07-20 20:08:46 +02:00
Jiawei Wu 9535be7903
[Torch-Dialect] emit aten.narrow.Tensor op and decompose it to aten.narrow op (#2297) 2023-07-20 16:46:44 +08:00
Matthias Gehre 64d7626a52
Fixes for split tensor and slice (#2314)
* RecomposeComplexOps: Remove dead slice op

* lib/Dialect/Torch/IR/TorchOps.cpp: Fold slice ops even when they are on non-value tensors

* lib/Conversion/TorchToTosa/TorchToTosa.cpp: Fix slice start/end out of range/none

* lib/Dialect/Torch/IR/TorchOps.cpp: AtenSliceTensorOp::fold: Fold slices that go from 0:int_max

* More tests for aten.split.Tensor
2023-07-20 09:53:54 +02:00
Jiawei Wu 3f843c8fd9
[torch-dialect] fix aten.type_as op's folder (#2283)
[torch-dialect] fix torch.type_as op's folder by decomposing it to prim.dtype + aten.to_dtype
2023-07-20 09:51:58 +08:00
Matthias Gehre 0c17997000
Don't crash when the input to aten.copy is unranked (#2307)
This can happen when the input comes from an unsupported operator
2023-07-18 09:52:33 +02:00
Ramiro Leal-Cavazos 718f53ff8a
Fix handling of `!torch.number` in abstract interpretation library (#2309)
In PyTorch, the `NumberType` is equal to `Union[int, float,
complex]`. However, the abstract interpretation library was treating
the `NumberType` as `Union[int, float]`, resulting in type mismatches
when reifying certain dtype functions. This commit fixes the type
inconsistency by having the abstract interpretation functions take as
an input a `Union[int, float, complex]` for the ops that take
`!torch.number` inputs.
2023-07-17 09:52:04 -07:00
Yuanqiang Liu 7f6b72aec8
[Torch Dialect] add runtime.assert to check constraint when recomposing complex ops (#2281) 2023-07-14 10:13:19 +08:00
Matthias Gehre c23a61f4b6
DecomposeComplexOps: Use static shape if available (#2289) 2023-07-12 10:07:30 +02:00
Sean Silva 8c87057f50
update PyTorch version to 2.1.0.dev20230704 (#2282)
- torch version: 2.1.0.dev20230704
 - torch commit hash: e5472fd3c324c5ecb343884e5399e0227cc30a6c
 - torchvision version: 0.16.0.dev20230704

Co-authored-by: Roll PyTorch Action <torch-mlir@users.noreply.github.com>
2023-07-04 08:23:00 -07:00
Jiawei Wu c7fa42b7d3
[Torch Dialect] Add canonicalizer for aten.to.other op (#2273)
Canonicalize aten.to.other to prim.device + prim.dtype + aten.to.device
Co-authored-by: wujiawei.aml <wujiawei.aml@bytedance.com>
2023-06-30 09:43:08 +08:00
Yuanqiang Liu 449cfb8375
[Torch Dialect] add more scalar op folders (#2265) 2023-06-29 10:37:13 +08:00
Chi_Liu ddd0c06970
[TORCH] Fix recompose off by -1 error (#2271) 2023-06-27 13:34:14 -07:00
Yuanqiang Liu 859885c1d3
[Torch Dialect] Support aten.native_dropout (#2259)
* [Torch Dialect] Support aten.native_dropout

* update
2023-06-27 14:19:33 +08:00
Yuanqiang Liu 1ea2b57ab7
[Torch Dialect] add folder for aten.add (#2264)
* [Torch Dialect] add folder for aten.add

* update

* update

* update
2023-06-27 10:55:28 +08:00
Sean Silva fbb5ed52cf
update PyTorch version to 2.1.0.dev20230623 (#2260)
- torch version: 2.1.0.dev20230623
 - torch commit hash: ad724c83fb0d94cb3bb2cec94e15d88023c64e0d
 - torchvision version: 0.16.0.dev20230623

Co-authored-by: Roll PyTorch Action <torch-mlir@users.noreply.github.com>
2023-06-23 09:03:50 -07:00
Yuanqiang Liu 64afc08dab
[Torch Dialect] add missing one_hot dtype function (#2143)
* [Torch Dialect] add missing one_hot dtype function

* update

* update

* update
2023-06-23 16:11:33 +08:00
Yuanqiang Liu 39201a4be5
[Torch Dialect] avoid assertion failure when PrimNumToTensorScalarOp'… (#2256)
* [Torch Dialect] avoid assertion failure when PrimNumToTensorScalarOp's input is torch.number

* update
2023-06-23 16:02:45 +08:00
Yuanqiang Liu 96b14e952e
[Torch Dialect] Support aten.device.with_index (#2254) 2023-06-23 01:07:14 +08:00
Yuanqiang Liu 4fd4477e15
[Torch Dialect] require hasSizes when decompose aten.amax (#2248) 2023-06-22 11:26:51 +08:00
Abhishek Varma a0d2789840 [MLIR][TORCH] Add e2e support for aten.alias
-- This commit adds e2e support for aten.alias op.

Signed-off-by: Abhishek Varma <abhishek@nod-labs.com>
2023-06-21 12:15:31 +05:30
Yuanqiang Liu 7c6961bcbf
[Torch Dialect] Support aten.cuda and add canonicalizer for aten.cuda (#2231) 2023-06-14 09:56:39 +08:00
Maksim Levental 0caaf8d32a
Bump LLVM (#2176)
* Bump LLVM

---------

Co-authored-by: Matthias Gehre <matthias.gehre@xilinx.com>
2023-06-13 16:17:23 +02:00
Yuanqiang Liu ddea56a832
[Torch Dialect] fix torch.uint8's dtype infer (#2227) 2023-06-13 10:38:20 +08:00
Matthias Gehre 4e2ba2e0af
Support aten.sign (#2205) 2023-06-10 20:45:35 +02:00
Matthias Gehre 27a3d09917
Torch: Fold RuntimeAssertOp when condition is true (#2198) 2023-06-09 19:06:25 +08:00
Yuanqiang Liu 5a7bf4e4cb
[Torch Dialect] Add canonicalize pattern for aten.is_floating_point (#2194)
* [Torch Dialect] Add canonicalize pattern for aten.is_floating_point

* implement as fold

* add lit test
2023-06-07 17:05:31 +08:00
JianzheXiao e4f8fb1b8c
[Torch Dialect] add support for AtenIsnanOp (#2170)
* add support for mhlo

* Add Test for torch.ne

* fix torch.ne shape/add static test case

* add support for static torch.ne

---------

Co-authored-by: root <root@n31-177-039.byted.org>
2023-06-07 10:06:27 +08:00
Yuanqiang Liu faec8698ea
[Torch Dialect] Support recompose aten.split.Tensor + prim.ListUnpack (#2192) 2023-06-07 01:38:04 +08:00
Vivek Khandelwal da886280fe
[MLIR][TORCH] Add E2E support for aten.tril op (#2202)
Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>
2023-06-05 16:17:01 -07:00
Ramiro Leal-Cavazos a46b5c6af2 Fix types + off-by-1 error, clamp `end` in slice+copy_ recomposition
The `copy_` op being replaced by `RecomposeSliceCopy_` operates on a
subset of the tensor being mutated, while the `index_put` op being
used to replace the `copy_` op operates on the entire tensor being
mutated. This means that the result type of the `index_put` should be
the type of the input to `index_put` and we need to make sure that
`copy_` does not have users before replacing to avoid type conflicts.

This commit also fixes the result type used for the
`AtenArangeStartStepOp`, and an off-by-1 error when creating the
indices vector.

Lastly, this commit also clamps the `end` value from the slice to the
size of the dimension.
2023-06-01 11:14:53 -07:00
Zhekun Zhang 8af3e50662
[Torch Dialect] Add support for AtenScalarTensorOp (#2085)
* add scalar_tensor op

* add dynamo pass test; needs PR2062

* try to fix

* Empty commit, trigger test

* Empty commit, trigger test

* address comments

* use dtype function

* fix decompose rule

* remove unused include

* Empty commit, trigger test

* fix test

* disable ltc

* fix dtype

---------

Co-authored-by: zhekun.zhang <zhekun.zhang@bytedance.com>
2023-06-01 11:38:50 +08:00
Gaurav Shukla 552887783a [TM_TENSOR] Add `aten.scatter.[src|value]` op
This commit adds support of `aten.scatter.src` and `aten.scatter.value`
ops.

Signed-Off-by: Gaurav Shukla <gaurav@nod-labs.com>
2023-05-29 12:35:53 +05:30
Yuanqiang Liu 5223f990df
[Stablehlo] Enable Stablehlo backend with arith dialect (#2139) 2023-05-26 22:57:57 +08:00
Zhekun Zhang 69e993b03f
[Torch Op] Add AtenChunkOp support (#2152)
* add chunkOp support

* update LTC xfail list

* address comments

* address comments

---------

Co-authored-by: zhekun.zhang <zhekun.zhang@bytedance.com>
2023-05-26 10:05:19 +08:00
Ramiro Leal-Cavazos dff3405d5a
Add alias analysis for cast-like ops to maximize-value-semantics (#2160)
When `use_tracing=True` is used to import a model into Torch-MLIR,
several casts get inserted in the IR to bridge the untyped inputs and
outputs with the typed body of the computation. These casts create
extra aliases of tensors that cause the current analysis in
`maximize-value-semantics` to fail.

In particular, the `maximize-value-semantics` analysis assumes that the
only valid alias right after an overwrite is the overwritten
alias. So, if there is a use of a casted version of the overwritten
alias after the overwrite, the analysis fails.

This commit improves the analysis by identifying all cast-like aliases
of the overwritten alias and allowing such aliases to be used after an
overwrite.

Because this issue only arises when using tracing, it cannot be
currently tested e2e, so only lit test is added.
2023-05-25 17:05:41 +00:00
Zhekun Zhang a426363b7d
[Torch Dialect] Add split.tensor support + recompose rules (#2102)
* add split.tensor support + recompose rules

* add e2e test

* address comments

* address comments

* erase op in recomposeOp

---------

Co-authored-by: zhekun.zhang <zhekun.zhang@bytedance.com>
2023-05-23 12:43:33 -07:00
Zhekun Zhang 5b63138d55
[Torch Dialect] Enforce signless attribute for ConstantIntOp (#2078)
* fix torch_c.to_i64

* restore dialect.cpp

* Empty commit, trigger test

* Empty commit, trigger test

* fix uint case

* address comments

* update error msg

* clean up

* use i64 for ConstantIntOp

* use I64Attr

---------

Co-authored-by: zhekun.zhang <zhekun.zhang@bytedance.com>
2023-05-22 19:21:34 -05:00
Ramiro Leal-Cavazos 588bdc1344
Fix sign-compare warning (#2136) 2023-05-22 09:15:33 -07:00
Zhekun Zhang aa97c8383e
[Torch Op] Add unbind.int support with ListUnpack (#2058)
* add unbind int

* reformat

* use unpack canonicalize

* address comments

* Empty commit, trigger test

* add ltc blacklist

* clean up

* address comments

* check permute list

* erase in recompose

---------

Co-authored-by: zhekun.zhang <zhekun.zhang@bytedance.com>
2023-05-18 19:07:58 -07:00