1f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler/* 2f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler * Copyright (C) 2018 The Android Open Source Project 3f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler * 4f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler * Licensed under the Apache License, Version 2.0 (the "License"); 5f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler * you may not use this file except in compliance with the License. 6f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler * You may obtain a copy of the License at 7f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler * 8f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler * http://www.apache.org/licenses/LICENSE-2.0 9f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler * 10f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler * Unless required by applicable law or agreed to in writing, software 11f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler * distributed under the License is distributed on an "AS IS" BASIS, 12f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler * See the License for the specific language governing permissions and 14f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler * limitations under the License. 15f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler */ 16f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 17f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler#define LOG_TAG "neuralnetworks_hidl_hal_test" 18f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 19f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler#include "VtsHalNeuralnetworks.h" 20f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 21f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler#include "Callbacks.h" 22f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler#include "TestHarness.h" 23f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler#include "Utils.h" 24f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 25f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler#include <android-base/logging.h> 26f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler#include <android/hidl/memory/1.0/IMemory.h> 27f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler#include <hidlmemory/mapping.h> 28f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 29f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlernamespace android { 30f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlernamespace hardware { 31f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlernamespace neuralnetworks { 32f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlernamespace V1_0 { 33f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlernamespace vts { 34f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlernamespace functional { 35f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 36f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlerusing ::android::hardware::neuralnetworks::V1_0::implementation::ExecutionCallback; 37f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlerusing ::android::hardware::neuralnetworks::V1_0::implementation::PreparedModelCallback; 38f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlerusing ::android::hidl::memory::V1_0::IMemory; 39de16694a6079355867287e4613ae89123c224171Mika Raentousing test_helper::MixedTyped; 40de16694a6079355867287e4613ae89123c224171Mika Raentousing test_helper::MixedTypedExampleType; 41de16694a6079355867287e4613ae89123c224171Mika Raentousing test_helper::for_all; 42f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 43f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler///////////////////////// UTILITY FUNCTIONS ///////////////////////// 44f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 45f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlerstatic void createPreparedModel(const sp<IDevice>& device, const V1_0::Model& model, 46f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler sp<IPreparedModel>* preparedModel) { 47f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_NE(nullptr, preparedModel); 48f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 49f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // see if service can handle model 50f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler bool fullySupportsModel = false; 51f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler Return<void> supportedOpsLaunchStatus = device->getSupportedOperations( 52f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler model, [&fullySupportsModel](ErrorStatus status, const hidl_vec<bool>& supported) { 53f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_EQ(ErrorStatus::NONE, status); 54f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_NE(0ul, supported.size()); 55f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler fullySupportsModel = 56f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler std::all_of(supported.begin(), supported.end(), [](bool valid) { return valid; }); 57f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler }); 58f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_TRUE(supportedOpsLaunchStatus.isOk()); 59f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 60f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // launch prepare model 61f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler sp<PreparedModelCallback> preparedModelCallback = new PreparedModelCallback(); 62f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_NE(nullptr, preparedModelCallback.get()); 63f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler Return<ErrorStatus> prepareLaunchStatus = device->prepareModel(model, preparedModelCallback); 64f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_TRUE(prepareLaunchStatus.isOk()); 65f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_EQ(ErrorStatus::NONE, static_cast<ErrorStatus>(prepareLaunchStatus)); 66f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 67f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // retrieve prepared model 68f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler preparedModelCallback->wait(); 69f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ErrorStatus prepareReturnStatus = preparedModelCallback->getStatus(); 70f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler *preparedModel = preparedModelCallback->getPreparedModel(); 71f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 72f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // The getSupportedOperations call returns a list of operations that are 73f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // guaranteed not to fail if prepareModel is called, and 74f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // 'fullySupportsModel' is true i.f.f. the entire model is guaranteed. 75f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // If a driver has any doubt that it can prepare an operation, it must 76f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // return false. So here, if a driver isn't sure if it can support an 77f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // operation, but reports that it successfully prepared the model, the test 78f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // can continue. 79f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler if (!fullySupportsModel && prepareReturnStatus != ErrorStatus::NONE) { 80f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_EQ(nullptr, preparedModel->get()); 81f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler LOG(INFO) << "NN VTS: Unable to test Request validation because vendor service cannot " 82f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler "prepare model that it does not support."; 83f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler std::cout << "[ ] Unable to test Request validation because vendor service " 84f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler "cannot prepare model that it does not support." 85f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler << std::endl; 86f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler return; 87f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler } 88f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_EQ(ErrorStatus::NONE, prepareReturnStatus); 89f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_NE(nullptr, preparedModel->get()); 90f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler} 91f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 92f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler// Primary validation function. This function will take a valid request, apply a 93f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler// mutation to it to invalidate the request, then pass it to interface calls 94f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler// that use the request. Note that the request here is passed by value, and any 95f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler// mutation to the request does not leave this function. 96f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlerstatic void validate(const sp<IPreparedModel>& preparedModel, const std::string& message, 97f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler Request request, const std::function<void(Request*)>& mutation) { 98f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler mutation(&request); 99f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler SCOPED_TRACE(message + " [execute]"); 100f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 101f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler sp<ExecutionCallback> executionCallback = new ExecutionCallback(); 102f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_NE(nullptr, executionCallback.get()); 103f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler Return<ErrorStatus> executeLaunchStatus = preparedModel->execute(request, executionCallback); 104f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_TRUE(executeLaunchStatus.isOk()); 105f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_EQ(ErrorStatus::INVALID_ARGUMENT, static_cast<ErrorStatus>(executeLaunchStatus)); 106f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 107f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler executionCallback->wait(); 108f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ErrorStatus executionReturnStatus = executionCallback->getStatus(); 109f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_EQ(ErrorStatus::INVALID_ARGUMENT, executionReturnStatus); 110f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler} 111f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 112f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler// Delete element from hidl_vec. hidl_vec doesn't support a "remove" operation, 113f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler// so this is efficiently accomplished by moving the element to the end and 114f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler// resizing the hidl_vec to one less. 115f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlertemplate <typename Type> 116f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlerstatic void hidl_vec_removeAt(hidl_vec<Type>* vec, uint32_t index) { 117f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler if (vec) { 118f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler std::rotate(vec->begin() + index, vec->begin() + index + 1, vec->end()); 119f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler vec->resize(vec->size() - 1); 120f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler } 121f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler} 122f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 123f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlertemplate <typename Type> 124f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlerstatic uint32_t hidl_vec_push_back(hidl_vec<Type>* vec, const Type& value) { 125f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // assume vec is valid 126f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler const uint32_t index = vec->size(); 127f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler vec->resize(index + 1); 128f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler (*vec)[index] = value; 129f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler return index; 130f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler} 131f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 132f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler///////////////////////// REMOVE INPUT //////////////////////////////////// 133f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 134f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlerstatic void removeInputTest(const sp<IPreparedModel>& preparedModel, const Request& request) { 135f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler for (size_t input = 0; input < request.inputs.size(); ++input) { 136f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler const std::string message = "removeInput: removed input " + std::to_string(input); 137f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler validate(preparedModel, message, request, 138f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler [input](Request* request) { hidl_vec_removeAt(&request->inputs, input); }); 139f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler } 140f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler} 141f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 142f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler///////////////////////// REMOVE OUTPUT //////////////////////////////////// 143f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 144f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlerstatic void removeOutputTest(const sp<IPreparedModel>& preparedModel, const Request& request) { 145f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler for (size_t output = 0; output < request.outputs.size(); ++output) { 146f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler const std::string message = "removeOutput: removed Output " + std::to_string(output); 147f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler validate(preparedModel, message, request, 148f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler [output](Request* request) { hidl_vec_removeAt(&request->outputs, output); }); 149f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler } 150f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler} 151f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 152f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler///////////////////////////// ENTRY POINT ////////////////////////////////// 153f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 154f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlerstd::vector<Request> createRequests(const std::vector<MixedTypedExampleType>& examples) { 155f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler const uint32_t INPUT = 0; 156f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler const uint32_t OUTPUT = 1; 157f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 158f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler std::vector<Request> requests; 159f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 160f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler for (auto& example : examples) { 161f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler const MixedTyped& inputs = example.first; 162f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler const MixedTyped& outputs = example.second; 163f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 164f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler std::vector<RequestArgument> inputs_info, outputs_info; 165f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler uint32_t inputSize = 0, outputSize = 0; 166f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 167f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // This function only partially specifies the metadata (vector of RequestArguments). 168f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // The contents are copied over below. 169f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler for_all(inputs, [&inputs_info, &inputSize](int index, auto, auto s) { 170f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler if (inputs_info.size() <= static_cast<size_t>(index)) inputs_info.resize(index + 1); 171f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler RequestArgument arg = { 172f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler .location = {.poolIndex = INPUT, .offset = 0, .length = static_cast<uint32_t>(s)}, 173f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler .dimensions = {}, 174f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler }; 175f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler RequestArgument arg_empty = { 176f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler .hasNoValue = true, 177f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler }; 178f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler inputs_info[index] = s ? arg : arg_empty; 179f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler inputSize += s; 180f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler }); 181f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // Compute offset for inputs 1 and so on 182f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler { 183f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler size_t offset = 0; 184f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler for (auto& i : inputs_info) { 185f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler if (!i.hasNoValue) i.location.offset = offset; 186f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler offset += i.location.length; 187f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler } 188f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler } 189f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 190f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // Go through all outputs, initialize RequestArgument descriptors 191f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler for_all(outputs, [&outputs_info, &outputSize](int index, auto, auto s) { 192f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler if (outputs_info.size() <= static_cast<size_t>(index)) outputs_info.resize(index + 1); 193f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler RequestArgument arg = { 194f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler .location = {.poolIndex = OUTPUT, .offset = 0, .length = static_cast<uint32_t>(s)}, 195f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler .dimensions = {}, 196f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler }; 197f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler outputs_info[index] = arg; 198f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler outputSize += s; 199f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler }); 200f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // Compute offset for outputs 1 and so on 201f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler { 202f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler size_t offset = 0; 203f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler for (auto& i : outputs_info) { 204f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler i.location.offset = offset; 205f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler offset += i.location.length; 206f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler } 207f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler } 208f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler std::vector<hidl_memory> pools = {nn::allocateSharedMemory(inputSize), 209f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler nn::allocateSharedMemory(outputSize)}; 210f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler if (pools[INPUT].size() == 0 || pools[OUTPUT].size() == 0) { 211f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler return {}; 212f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler } 213f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 214f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // map pool 215f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler sp<IMemory> inputMemory = mapMemory(pools[INPUT]); 216f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler if (inputMemory == nullptr) { 217f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler return {}; 218f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler } 219f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler char* inputPtr = reinterpret_cast<char*>(static_cast<void*>(inputMemory->getPointer())); 220f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler if (inputPtr == nullptr) { 221f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler return {}; 222f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler } 223f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 224f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // initialize pool 225f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler inputMemory->update(); 226f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler for_all(inputs, [&inputs_info, inputPtr](int index, auto p, auto s) { 227f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler char* begin = (char*)p; 228f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler char* end = begin + s; 229f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // TODO: handle more than one input 230f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler std::copy(begin, end, inputPtr + inputs_info[index].location.offset); 231f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler }); 232f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler inputMemory->commit(); 233f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 234f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler requests.push_back({.inputs = inputs_info, .outputs = outputs_info, .pools = pools}); 235f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler } 236f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 237f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler return requests; 238f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler} 239f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 240f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butlervoid ValidationTest::validateRequests(const V1_0::Model& model, 241f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler const std::vector<Request>& requests) { 242f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // create IPreparedModel 243f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler sp<IPreparedModel> preparedModel; 244f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler ASSERT_NO_FATAL_FAILURE(createPreparedModel(device, model, &preparedModel)); 245f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler if (preparedModel == nullptr) { 246f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler return; 247f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler } 248f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 249f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler // validate each request 250f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler for (const Request& request : requests) { 251f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler removeInputTest(preparedModel, request); 252f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler removeOutputTest(preparedModel, request); 253f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler } 254f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler} 255f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler 256f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler} // namespace functional 257f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler} // namespace vts 258f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler} // namespace V1_0 259f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler} // namespace neuralnetworks 260f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler} // namespace hardware 261f76acd0312f7d47bd2e371f027a54bca581d8f8fMichael Butler} // namespace android 262