| /* Copyright 2021 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. |
| ==============================================================================*/ |
| |
| #include <vector> |
| |
| #include "llvm/Support/Casting.h" |
| #include "mlir/Dialect/Func/IR/FuncOps.h" // from @llvm-project |
| #include "mlir/IR/Attributes.h" // from @llvm-project |
| #include "mlir/IR/Block.h" // from @llvm-project |
| #include "mlir/IR/Builders.h" // from @llvm-project |
| #include "mlir/IR/MLIRContext.h" // from @llvm-project |
| #include "mlir/IR/Operation.h" // from @llvm-project |
| #include "mlir/IR/OperationSupport.h" // from @llvm-project |
| #include "mlir/IR/Types.h" // from @llvm-project |
| #include "mlir/Pass/Pass.h" // from @llvm-project |
| #include "mlir/Pass/PassRegistry.h" // from @llvm-project |
| #include "mlir/Support/LLVM.h" // from @llvm-project |
| #include "mlir/Support/LogicalResult.h" // from @llvm-project |
| #include "tensorflow/compiler/mlir/lite/ir/tfl_ops.h" |
| |
| namespace mlir { |
| namespace TFL { |
| namespace { |
| |
| struct GetArithmeticCountPass |
| : public PassWrapper<GetArithmeticCountPass, OperationPass<func::FuncOp>> { |
| MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(GetArithmeticCountPass) |
| |
| void runOnOperation() override; |
| |
| StringRef getArgument() const final { |
| // This is the argument used to refer to the pass in |
| // the textual format (on the commandline for example). |
| return "tfl-get-arithmetic-count"; |
| } |
| StringRef getDescription() const final { |
| // This is a brief description of the pass. |
| return "Calculate arithmetic count for tfl operations."; |
| } |
| }; |
| |
| void GetArithmeticCountPass::runOnOperation() { |
| auto func = getOperation(); |
| OpBuilder builder(func); |
| func->walk([&](TflArithmeticCountOpInterface arithmetic_count_op) { |
| Operation* op = arithmetic_count_op.getOperation(); |
| int64_t arithmetic_count = arithmetic_count_op.GetArithmeticCount(op); |
| auto attr = |
| builder.getIntegerAttr(builder.getIntegerType(64), arithmetic_count); |
| op->setAttr("_arithmetic_count", attr); |
| }); |
| } |
| |
| } // namespace |
| |
| /// Creates an instance of the TensorFlow Lite dialect GetArithmeticCount |
| /// pass. |
| std::unique_ptr<OperationPass<func::FuncOp>> CreateGetArithmeticCountPass() { |
| return std::make_unique<GetArithmeticCountPass>(); |
| } |
| |
| static PassRegistration<GetArithmeticCountPass> pass; |
| |
| } // namespace TFL |
| } // namespace mlir |