| /* Copyright 2020 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 header file defines common utils used by TFLite transformation |
| // passes to work with NMS ops in TFLite. |
| |
| #ifndef TENSORFLOW_COMPILER_MLIR_LITE_UTILS_NMS_UTILS_H_ |
| #define TENSORFLOW_COMPILER_MLIR_LITE_UTILS_NMS_UTILS_H_ |
| |
| #include <string> |
| |
| #include "flatbuffers/flexbuffers.h" // from @flatbuffers |
| #include "mlir/Dialect/Func/IR/FuncOps.h" // from @llvm-project |
| #include "mlir/IR/Attributes.h" // from @llvm-project |
| #include "mlir/IR/BuiltinOps.h" // from @llvm-project |
| #include "mlir/Support/LogicalResult.h" // from @llvm-project |
| #include "tensorflow/compiler/mlir/tensorflow/ir/tf_attributes.h" |
| |
| namespace mlir { |
| namespace TFL { |
| |
| // Abstracts the conversion of the padded NMS composite function. |
| class ConvertNMSPaddedFunc { |
| public: |
| explicit ConvertNMSPaddedFunc(func::FuncOp func) : func_(func) {} |
| |
| void RewriteFunc(); |
| |
| LogicalResult VerifySignature(); |
| |
| private: |
| func::FuncOp func_; |
| }; |
| |
| // Abstracts the conversion of the SSD post-processing composite function to |
| // TFLite. |
| class ConvertSSDPostProcessFunc { |
| public: |
| explicit ConvertSSDPostProcessFunc(func::FuncOp func, mlir::TF::FuncAttr attr) |
| : func_(func), attr_(attr) {} |
| |
| LogicalResult RewriteFunc(); |
| |
| LogicalResult VerifySignature(); |
| |
| private: |
| LogicalResult CreateNMSCustomOptions(func::FuncOp func, DictionaryAttr attrs, |
| std::string& custom_option_buffer); |
| |
| LogicalResult AddIntAttr(func::FuncOp func, DictionaryAttr attrs, |
| const std::string& attribute, |
| flexbuffers::Builder* builder); |
| |
| LogicalResult AddFloatAttr(func::FuncOp func, DictionaryAttr attrs, |
| const std::string& attribute, |
| flexbuffers::Builder* builder); |
| |
| LogicalResult HasIntAttr(func::FuncOp func, DictionaryAttr attrs, |
| const std::string& attribute); |
| |
| LogicalResult HasFloatAttr(func::FuncOp func, DictionaryAttr attrs, |
| const std::string& attribute); |
| |
| func::FuncOp func_; |
| mlir::TF::FuncAttr attr_; |
| }; |
| |
| } // end namespace TFL |
| } // end namespace mlir |
| |
| #endif // TENSORFLOW_COMPILER_MLIR_LITE_UTILS_TFTEXT_UTILS_H_ |