/* 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. ==============================================================================*/ #ifndef TENSORFLOW_COMPILER_MLIR_TOSA_TFL_PASSES_H_ #define TENSORFLOW_COMPILER_MLIR_TOSA_TFL_PASSES_H_ #include #include #include "llvm/Support/CommandLine.h" #include "mlir/Pass/PassManager.h" // from @llvm-project #include "mlir/Pass/PassOptions.h" // from @llvm-project #include "mlir/Support/LLVM.h" // from @llvm-project namespace mlir { namespace tosa { struct TOSATFLLegalizationPipelineOptions : public PassPipelineOptions { ArrayRef disabled_patterns; ArrayRef enabled_patterns; PassOptions::Option target_compilation_backend{ *this, "target-compilation-backend", llvm::cl::desc("Whether targetting compilation backend"), llvm::cl::init(false)}; PassOptions::Option dequantize_tfl_softmax{ *this, "dequantize-tfl-softmax", llvm::cl::desc("Dequantize the TFLite softmax"), llvm::cl::init(false)}; TOSATFLLegalizationPipelineOptions() { disabled_patterns = {}; enabled_patterns = {}; } }; // Legalizes TFL (TensorFlow lite) dialect(s) to Tosa. void createTFLtoTOSALegalizationPipeline( OpPassManager& pm, const TOSATFLLegalizationPipelineOptions& opts); void registerTFLtoTOSALegalizationPipeline(); } // namespace tosa } // namespace mlir #endif // TENSORFLOW_COMPILER_MLIR_TOSA_TFL_PASSES_H_