1 /* 2 * Copyright (C) 2017 The Android Open Source Project 3 * 4 * Licensed under the Apache License, Version 2.0 (the "License"); 5 * you may not use this file except in compliance with the License. 6 * You may obtain a copy of the License at 7 * 8 * http://www.apache.org/licenses/LICENSE-2.0 9 * 10 * Unless required by applicable law or agreed to in writing, software 11 * distributed under the License is distributed on an "AS IS" BASIS, 12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 * See the License for the specific language governing permissions and 14 * limitations under the License. 15 */ 16 17 #ifndef ANDROID_PACKAGES_MODULES_NEURALNETWORKS_COMMON_TYPES_OPERATIONS_VALIDATION_UTILS_H 18 #define ANDROID_PACKAGES_MODULES_NEURALNETWORKS_COMMON_TYPES_OPERATIONS_VALIDATION_UTILS_H 19 20 #include <string> 21 #include <vector> 22 23 #include "OperationsUtils.h" 24 #include "nnapi/TypeUtils.h" 25 #include "nnapi/Types.h" 26 27 namespace android::nn { 28 29 #define NN_VALIDATION_FUNCTION_NAME(opType) validate_##opType 30 31 #define NN_VALIDATION_FUNCTION_SIGNATURE(opType) \ 32 Result<Version> NN_VALIDATION_FUNCTION_NAME(opType)(const IOperationValidationContext* context) 33 34 #define NN_DEFINE_VALIDATION_FUNCTION(opType, validate) \ 35 NN_VALIDATION_FUNCTION_SIGNATURE(opType) { return validate(context); } 36 37 // Provides information available during graph creation to validate an operation. 38 class IOperationValidationContext { 39 public: ~IOperationValidationContext()40 virtual ~IOperationValidationContext() {} 41 42 virtual const char* getOperationName() const = 0; 43 44 virtual uint32_t getNumInputs() const = 0; 45 virtual OperandType getInputType(uint32_t index) const = 0; 46 virtual Shape getInputShape(uint32_t index) const = 0; 47 virtual const Operand::ExtraParams& getInputExtraParams(uint32_t index) const = 0; 48 49 virtual uint32_t getNumOutputs() const = 0; 50 virtual OperandType getOutputType(uint32_t index) const = 0; 51 virtual Shape getOutputShape(uint32_t index) const = 0; 52 53 std::string invalidInOutNumberMessage(int expIn, int expOut) const; 54 55 Result<void> validateOperationOperandTypes( 56 const std::vector<OperandType>& inExpectedTypes, 57 const std::vector<OperandType>& outExpectedInTypes) const; 58 }; 59 60 // Verifies that the number and types of operation inputs are as expected. 61 bool validateInputTypes(const IOperationValidationContext* context, 62 const std::vector<OperandType>& expectedTypes); 63 64 // Verifies that the number and types of operation outputs are as expected. 65 bool validateOutputTypes(const IOperationValidationContext* context, 66 const std::vector<OperandType>& expectedTypes); 67 68 // Verifies that the HAL version specified in the context is greater or equal 69 // than the minimal supported HAL version. 70 bool validateVersion(const IOperationValidationContext* context, Version contextVersion, 71 Version minSupportedVersion); 72 73 } // namespace android::nn 74 75 #endif // ANDROID_PACKAGES_MODULES_NEURALNETWORKS_COMMON_TYPES_OPERATIONS_VALIDATION_UTILS_H 76