Sadik Armagan | 937565b | 2021-04-21 14:03:28 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "CastTestHelper.hpp" |
| 7 | |
| 8 | #include <armnn_delegate.hpp> |
| 9 | |
| 10 | #include <flatbuffers/flatbuffers.h> |
| 11 | #include <tensorflow/lite/schema/schema_generated.h> |
| 12 | |
| 13 | #include <doctest/doctest.h> |
| 14 | |
| 15 | namespace armnnDelegate |
| 16 | { |
| 17 | |
| 18 | void CastUint8ToFp32Test(std::vector<armnn::BackendId>& backends) |
| 19 | { |
| 20 | std::vector<int32_t> inputShape {1, 3, 2, 3}; |
| 21 | |
| 22 | std::vector<uint8_t> inputValues { 1, 3, 1, 3, 1, 3, 1, 3, 1, |
| 23 | 3, 1, 3, 1, 2, 1, 3, 1, 3 }; |
| 24 | |
| 25 | std::vector<float> expectedOutputValues { 1.0f, 3.0f, 1.0f, 3.0f, 1.0f, 3.0f, 1.0f, 3.0f, 1.0f, |
| 26 | 3.0f, 1.0f, 3.0f, 1.0f, 2.0f, 1.0f, 3.0f, 1.0f, 3.0f }; |
| 27 | |
| 28 | CastTest<uint8_t, float>(::tflite::TensorType_UINT8, |
| 29 | ::tflite::TensorType_FLOAT32, |
| 30 | backends, |
| 31 | inputShape, |
| 32 | inputValues, |
| 33 | expectedOutputValues); |
| 34 | } |
| 35 | |
| 36 | void CastInt32ToFp32Test(std::vector<armnn::BackendId>& backends) |
| 37 | { |
| 38 | std::vector<int32_t> inputShape {1, 3, 2, 3}; |
| 39 | |
| 40 | std::vector<int32_t> inputValues { -1, -3, -1, -3, -1, -3, -1, -3, 1, |
| 41 | 3, 1, 3, 1, 2, 1, 3, 1, 3 }; |
| 42 | |
| 43 | std::vector<float> expectedOutputValues { -1.0f, -3.0f, -1.0f, -3.0f, -1.0f, -3.0f, -1.0f, -3.0f, 1.0f, |
| 44 | 3.0f, 1.0f, 3.0f, 1.0f, 2.0f, 1.0f, 3.0f, 1.0f, 3.0f }; |
| 45 | |
| 46 | CastTest<int32_t, float>(::tflite::TensorType_INT32, |
| 47 | ::tflite::TensorType_FLOAT32, |
| 48 | backends, |
| 49 | inputShape, |
| 50 | inputValues, |
| 51 | expectedOutputValues); |
| 52 | } |
| 53 | |
| 54 | // CAST Test Suite |
| 55 | TEST_SUITE("CAST_CpuRefTests") |
| 56 | { |
| 57 | |
| 58 | TEST_CASE ("CAST_UINT8_TO_FP32_CpuRef_Test") |
| 59 | { |
| 60 | std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; |
| 61 | CastUint8ToFp32Test(backends); |
| 62 | } |
| 63 | |
| 64 | TEST_CASE ("CAST_INT32_TO_FP32_CpuRef_Test") |
| 65 | { |
| 66 | std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; |
| 67 | CastInt32ToFp32Test(backends); |
| 68 | } |
| 69 | |
| 70 | } |
| 71 | |
| 72 | TEST_SUITE("CAST_CpuAccTests") |
| 73 | { |
| 74 | |
Sadik Armagan | 937565b | 2021-04-21 14:03:28 +0100 | [diff] [blame] | 75 | TEST_CASE ("CAST_INT32_TO_FP32_CpuAcc_Test") |
| 76 | { |
| 77 | std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; |
| 78 | CastInt32ToFp32Test(backends); |
| 79 | } |
| 80 | |
| 81 | } |
| 82 | |
| 83 | TEST_SUITE("CAST_GpuAccTests") |
| 84 | { |
| 85 | |
Sadik Armagan | 937565b | 2021-04-21 14:03:28 +0100 | [diff] [blame] | 86 | TEST_CASE ("CAST_INT32_TO_FP32_GpuAcc_Test") |
| 87 | { |
| 88 | std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; |
| 89 | CastInt32ToFp32Test(backends); |
| 90 | } |
| 91 | |
| 92 | } |
| 93 | // End of CAST Test Suite |
| 94 | |
| 95 | } // namespace armnnDelegate |