Olivier Deprez | f4ef2d0 | 2021-04-20 13:36:24 +0200 | [diff] [blame] | 1 | //===- MLModelRunner.h ---- ML model runner interface -----------*- C++ -*-===// |
| 2 | // |
| 3 | // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. |
| 4 | // See https://llvm.org/LICENSE.txt for license information. |
| 5 | // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
| 6 | // |
| 7 | //===----------------------------------------------------------------------===// |
| 8 | // |
| 9 | |
| 10 | #ifndef LLVM_ANALYSIS_MLMODELRUNNER_H |
| 11 | #define LLVM_ANALYSIS_MLMODELRUNNER_H |
| 12 | |
| 13 | #include "llvm/Analysis/InlineModelFeatureMaps.h" |
| 14 | #include "llvm/IR/LLVMContext.h" |
| 15 | #include "llvm/IR/PassManager.h" |
| 16 | |
| 17 | namespace llvm { |
| 18 | |
| 19 | /// MLModelRunner interface: abstraction of a mechanism for evaluating a |
| 20 | /// tensorflow "saved model". |
| 21 | class MLModelRunner { |
| 22 | public: |
| 23 | // Disallows copy and assign. |
| 24 | MLModelRunner(const MLModelRunner &) = delete; |
| 25 | MLModelRunner &operator=(const MLModelRunner &) = delete; |
| 26 | virtual ~MLModelRunner() = default; |
| 27 | |
| 28 | virtual bool run() = 0; |
| 29 | virtual void setFeature(FeatureIndex Index, int64_t Value) = 0; |
| 30 | virtual int64_t getFeature(int Index) const = 0; |
| 31 | |
| 32 | protected: |
| 33 | MLModelRunner(LLVMContext &Ctx) : Ctx(Ctx) {} |
| 34 | |
| 35 | LLVMContext &Ctx; |
| 36 | }; |
| 37 | } // namespace llvm |
| 38 | |
| 39 | #endif // LLVM_ANALYSIS_MLMODELRUNNER_H |