David Monahan | e4a41dc | 2021-04-14 16:55:36 +0100 | [diff] [blame^] | 1 | // |
| 2 | // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include <arm_compute/runtime/CL/functions/CLActivationLayer.h> |
| 7 | |
| 8 | #include <cl/ClImportTensorHandle.hpp> |
| 9 | #include <cl/ClImportTensorHandleFactory.hpp> |
| 10 | #include <cl/test/ClContextControlFixture.hpp> |
| 11 | |
| 12 | #include <boost/test/unit_test.hpp> |
| 13 | |
| 14 | using namespace armnn; |
| 15 | |
| 16 | BOOST_AUTO_TEST_SUITE(ClImportTensorHandleTests) |
| 17 | |
| 18 | BOOST_FIXTURE_TEST_CASE(ClMallocImport, ClContextControlFixture) |
| 19 | { |
| 20 | ClImportTensorHandleFactory handleFactory(static_cast<MemorySourceFlags>(MemorySource::Malloc), |
| 21 | static_cast<MemorySourceFlags>(MemorySource::Malloc)); |
| 22 | |
| 23 | TensorInfo info({ 1, 24, 16, 3 }, DataType::Float32); |
| 24 | unsigned int numElements = info.GetNumElements(); |
| 25 | |
| 26 | // create TensorHandle for memory import |
| 27 | auto handle = handleFactory.CreateTensorHandle(info); |
| 28 | |
| 29 | // Get CLtensor |
| 30 | arm_compute::CLTensor& tensor = PolymorphicDowncast<ClImportTensorHandle*>(handle.get())->GetTensor(); |
| 31 | |
| 32 | // Create and configure activation function |
| 33 | const arm_compute::ActivationLayerInfo act_info(arm_compute::ActivationLayerInfo::ActivationFunction::RELU); |
| 34 | arm_compute::CLActivationLayer act_func; |
| 35 | act_func.configure(&tensor, nullptr, act_info); |
| 36 | |
| 37 | // Allocate user memory |
| 38 | const size_t totalBytes = tensor.info()->total_size(); |
| 39 | const size_t alignment = |
| 40 | arm_compute::CLKernelLibrary::get().get_device().getInfo<CL_DEVICE_GLOBAL_MEM_CACHELINE_SIZE>(); |
| 41 | size_t space = totalBytes + alignment; |
| 42 | auto testData = std::make_unique<uint8_t[]>(space); |
| 43 | void* alignedPtr = testData.get(); |
| 44 | BOOST_CHECK(std::align(alignment, totalBytes, alignedPtr, space)); |
| 45 | |
| 46 | // Import memory |
| 47 | BOOST_CHECK(handle->Import(alignedPtr, armnn::MemorySource::Malloc)); |
| 48 | |
| 49 | // Input with negative values |
| 50 | auto* typedPtr = reinterpret_cast<float*>(alignedPtr); |
| 51 | std::fill_n(typedPtr, numElements, -5.0f); |
| 52 | |
| 53 | // Execute function and sync |
| 54 | act_func.run(); |
| 55 | arm_compute::CLScheduler::get().sync(); |
| 56 | |
| 57 | // Validate result by checking that the output has no negative values |
| 58 | for(unsigned int i = 0; i < numElements; ++i) |
| 59 | { |
| 60 | BOOST_ASSERT(typedPtr[i] >= 0); |
| 61 | } |
| 62 | } |
| 63 | |
| 64 | BOOST_FIXTURE_TEST_CASE(ClIncorrectMemorySourceImport, ClContextControlFixture) |
| 65 | { |
| 66 | ClImportTensorHandleFactory handleFactory(static_cast<MemorySourceFlags>(MemorySource::Malloc), |
| 67 | static_cast<MemorySourceFlags>(MemorySource::Malloc)); |
| 68 | |
| 69 | TensorInfo info({ 1, 24, 16, 3 }, DataType::Float32); |
| 70 | |
| 71 | // create TensorHandle for memory import |
| 72 | auto handle = handleFactory.CreateTensorHandle(info); |
| 73 | |
| 74 | // Get CLtensor |
| 75 | arm_compute::CLTensor& tensor = PolymorphicDowncast<ClImportTensorHandle*>(handle.get())->GetTensor(); |
| 76 | |
| 77 | // Allocate user memory |
| 78 | const size_t totalBytes = tensor.info()->total_size(); |
| 79 | const size_t alignment = |
| 80 | arm_compute::CLKernelLibrary::get().get_device().getInfo<CL_DEVICE_GLOBAL_MEM_CACHELINE_SIZE>(); |
| 81 | size_t space = totalBytes + alignment; |
| 82 | auto testData = std::make_unique<uint8_t[]>(space); |
| 83 | void* alignedPtr = testData.get(); |
| 84 | BOOST_CHECK(std::align(alignment, totalBytes, alignedPtr, space)); |
| 85 | |
| 86 | // Import memory |
| 87 | BOOST_CHECK_THROW(handle->Import(alignedPtr, armnn::MemorySource::Undefined), MemoryImportException); |
| 88 | } |
| 89 | |
| 90 | BOOST_FIXTURE_TEST_CASE(ClInvalidMemorySourceImport, ClContextControlFixture) |
| 91 | { |
| 92 | MemorySource invalidMemSource = static_cast<MemorySource>(256); |
| 93 | ClImportTensorHandleFactory handleFactory(static_cast<MemorySourceFlags>(invalidMemSource), |
| 94 | static_cast<MemorySourceFlags>(invalidMemSource)); |
| 95 | |
| 96 | TensorInfo info({ 1, 2, 2, 1 }, DataType::Float32); |
| 97 | |
| 98 | // create TensorHandle for memory import |
| 99 | auto handle = handleFactory.CreateTensorHandle(info); |
| 100 | |
| 101 | // Allocate user memory |
| 102 | std::vector<float> inputData |
| 103 | { |
| 104 | 1.0f, 2.0f, 3.0f, 4.0f |
| 105 | }; |
| 106 | |
| 107 | // Import non-support memory |
| 108 | BOOST_CHECK_THROW(handle->Import(inputData.data(), invalidMemSource), MemoryImportException); |
| 109 | } |
| 110 | |
| 111 | BOOST_AUTO_TEST_SUITE_END() |