d6ba353dd9
This change to reflect MLIR's recent addition to LLVM's monorepo. Instead of stripping llvm from the http archive, use build file map to refer to both MLIR and LLVM within llvm-project and remove read-only copy that was temporarily there. Also bump the commit version until after the integration of MLIR into LLVM monorepo. PiperOrigin-RevId: 287547194 Change-Id: I4459b96702dc5eb19b58c7ceaa6cabb16f530a43
68 lines
2.1 KiB
C++
68 lines
2.1 KiB
C++
/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
|
|
|
|
Licensed under the Apache License, Version 2.0 (the "License");
|
|
you may not use this file except in compliance with the License.
|
|
You may obtain a copy of the License at
|
|
|
|
http://www.apache.org/licenses/LICENSE-2.0
|
|
|
|
Unless required by applicable law or agreed to in writing, software
|
|
distributed under the License is distributed on an "AS IS" BASIS,
|
|
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
See the License for the specific language governing permissions and
|
|
limitations under the License.
|
|
==============================================================================*/
|
|
|
|
// This file defines the op traits used in the MLIR TensorFlow Lite dialect.
|
|
|
|
#ifndef TENSORFLOW_COMPILER_MLIR_LITE_IR_TFL_TRAITS_H_
|
|
#define TENSORFLOW_COMPILER_MLIR_LITE_IR_TFL_TRAITS_H_
|
|
|
|
#include "mlir/IR/OpDefinition.h"
|
|
#include "mlir/Support/LLVM.h" // TF:llvm-project
|
|
|
|
namespace mlir {
|
|
namespace OpTrait {
|
|
namespace TFL {
|
|
|
|
// The trait to specify that the specified operands of the TFL op are stateful.
|
|
// This is used as a trait like this:
|
|
//
|
|
// class LSTMOp
|
|
// : public Op<LSTMOp, OpTrait::TFL::StatefulOperands<18, 19>::Impl> {
|
|
//
|
|
template <int... Operands>
|
|
class StatefulOperands {
|
|
public:
|
|
template <typename ConcreteType>
|
|
class Impl
|
|
: public TraitBase<ConcreteType, StatefulOperands<Operands...>::Impl> {
|
|
public:
|
|
static std::vector<int> GetStatefulOperands() {
|
|
return std::vector<int>({Operands...});
|
|
}
|
|
};
|
|
};
|
|
|
|
// The trait to specify the channel dimension index of the input (first operand)
|
|
// of an affine TFL op (Conv2D, DepthwiseConv2D, FullyConnected).
|
|
//
|
|
// class Conv2DOp
|
|
// : public Op<Conv2DOp, OpTrait::TFL::ChannelDimIndex<0>::Impl> {
|
|
//
|
|
template <int Index>
|
|
class ChannelDimIndex {
|
|
public:
|
|
template <typename ConcreteType>
|
|
class Impl : public TraitBase<ConcreteType, ChannelDimIndex<Index>::Impl> {
|
|
public:
|
|
static int GetChannelDimIndex() { return Index; }
|
|
};
|
|
};
|
|
|
|
} // namespace TFL
|
|
} // namespace OpTrait
|
|
} // namespace mlir
|
|
|
|
#endif // TENSORFLOW_COMPILER_MLIR_LITE_IR_TFL_TRAITS_H_
|