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Dimensions from Affine Maps (#167587)
This PR exposes `linalg::inferContractionDims(ArrayRef<AffineMap>)` to
Python, allowing users to infer contraction dimensions (batch/m/n/k)
directly from a list of affine maps without needing an operation.
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Signed-off-by: Bangtian Liu <liubangtian@gmail.com>
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performance-unnecessary-copy-initialization in Linalg.cpp (NFC)
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This thread through proper error handling / reporting capabilities to
avoid hitting llvm_unreachable while parsing linalg ops.
Fixes #132755
Fixes #132740
Fixes #129185
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(#136054)
This PR is mainly about exposing the python bindings for
`linalgOp.getIndexingMaps`.
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Signed-off-by: Bangtian Liu <liubangtian@gmail.com>
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linalg::isaConvolutionOpInterface and linalg::inferConvolutionDims (#135253)
This PR is mainly about exposing the python bindings for
`linalg::isaConvolutionOpInterface` and `linalg::inferConvolutionDims`.
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Signed-off-by: Bangtian Liu <liubangtian@gmail.com>
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linalg::isaContractionOpInterface and linalg::inferContractionDims (#134935)
This PR is mainly about exposing the python bindings for`
linalg::isaContractionOpInterface` and` linalg::inferContractionDims`.
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Signed-off-by: Bangtian Liu <liubangtian@gmail.com>
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Differential Revision: https://reviews.llvm.org/D135348
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Adapt the region builder signature to hand in the attributes of the created ops. The revision is a preparation step the support named ops that need access to the operation attributes during op creation.
Depends On D119692
Reviewed By: nicolasvasilache
Differential Revision: https://reviews.llvm.org/D119693
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BlockArguments gained the ability to have locations attached a while ago, but they
have always been optional. This goes against the core tenant of MLIR where location
information is a requirement, so this commit updates the API to require locations.
Fixes #53279
Differential Revision: https://reviews.llvm.org/D117633
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Previously, the Python bindings for the Linalg dialect relied on the internal
implementation of core bindings. Most of that functionality was moved, and the
remaining one does not need access to the implementation: it used to accept a
dialect pointer as argument, but it can always be extracted from the operation
that it also accepts; operations are available through PybindAdaptors in an
opaque way. Change the bindings in that direction.
This enables the decoupling of the Linalg dialect Python extension from the
core IR Python extension.
Reviewed By: nicolasvasilache
Differential Revision: https://reviews.llvm.org/D116649
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After removing the range type, Linalg does not define any type. The revision thus consolidates the LinalgOps.h and LinalgTypes.h into a single Linalg.h header. Additionally, LinalgTypes.cpp is renamed to LinalgDialect.cpp to follow the convention adopted by other dialects such as the tensor dialect.
Depends On D115727
Reviewed By: nicolasvasilache
Differential Revision: https://reviews.llvm.org/D115728
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After https://reviews.llvm.org/D104109, structured ops support scalar inputs. As a result, the capture mechanism meant to pass non-shaped parameters got redundant. The patch removes the capture semantics after the FillOp migrated to use scalar operands https://reviews.llvm.org/D104121.
Differential Revision: https://reviews.llvm.org/D104785
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Replace the uses of deprecated Structured Op Interface methods in Linalg.cpp. This patch is based on https://reviews.llvm.org/D103394.
Differential Revision: https://reviews.llvm.org/D103619
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Drop the Linalg dialect EDSC subdirectory and update all uses.
Differential Revision: https://reviews.llvm.org/D102848
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When Linalg named ops support was added, captures were omitted
from the body builder. This revision adds support for captures
which allows us to write FillOp in a more idiomatic fashion using
the _linalg_ops_ext mixin support.
This raises an issue in the generation of `_linalg_ops_gen.py` where
```
@property
def result(self):
return self.operation.results[0] if len(self.operation.results) > 1 else None
```.
The condition should be `== 1`.
This will be fixed in a separate commit.
Differential Revision: https://reviews.llvm.org/D100363
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This revision adds support to properly add the body of registered
builtin named linalg ops.
At this time, indexing_map and iterator_type support is still
missing so the op is not executable yet.
Differential Revision: https://reviews.llvm.org/D99578
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* Registers a small set of sample dialects.
* NFC with respect to existing C-API symbols but some headers have been moved down a level to the Dialect/ sub-directory.
* Adds an additional entry point per dialect that is needed for dynamic discovery/loading.
* See discussion: https://llvm.discourse.group/t/dialects-and-the-c-api/2306/16
Differential Revision: https://reviews.llvm.org/D94370
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