David Monahan | 8a57046 | 2023-11-22 13:24:25 +0000 | [diff] [blame] | 1 | // |
David Monahan | bd73808 | 2023-12-08 12:50:02 +0000 | [diff] [blame] | 2 | // Copyright © 2022-2024 Arm Ltd and Contributors. All rights reserved. |
David Monahan | 8a57046 | 2023-11-22 13:24:25 +0000 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "backendsCommon/test/EndToEndTestImpl.hpp" |
| 7 | |
David Monahan | bd73808 | 2023-12-08 12:50:02 +0000 | [diff] [blame] | 8 | #include "backendsCommon/test/Convolution2dEndToEndTestImpl.hpp" |
Tracy Narine | e7d2785 | 2024-01-26 09:13:19 +0000 | [diff] [blame] | 9 | |
Tianle Cheng | fbfa49e | 2024-01-23 11:21:48 +0000 | [diff] [blame] | 10 | #include "backendsCommon/test/DepthwiseConvolution2dEndToEndTests.hpp" |
Tracy Narine | e7d2785 | 2024-01-26 09:13:19 +0000 | [diff] [blame] | 11 | #include "backendsCommon/test/ElementwiseBinaryEndToEndTestImpl.hpp" |
Teresa Charlin | a52bca2 | 2024-02-01 17:36:48 +0000 | [diff] [blame] | 12 | #include "backendsCommon/test/Pooling2dEndToEndTestImpl.hpp" |
| 13 | |
Tianle Cheng | fbfa49e | 2024-01-23 11:21:48 +0000 | [diff] [blame] | 14 | |
David Monahan | bd73808 | 2023-12-08 12:50:02 +0000 | [diff] [blame] | 15 | #include <doctest/doctest.h> |
| 16 | |
| 17 | TEST_SUITE("GpuFsaEndToEnd") |
| 18 | { |
| 19 | |
| 20 | std::vector<BackendId> gpuFsaDefaultBackends = {"GpuFsa"}; |
| 21 | |
| 22 | // Conv2d |
| 23 | TEST_CASE("GpuFsaConv2dEndtoEndTestFloat32") |
| 24 | { |
| 25 | Convolution2dEndToEnd<armnn::DataType::Float32>(gpuFsaDefaultBackends, armnn::DataLayout::NHWC); |
| 26 | } |
| 27 | |
| 28 | TEST_CASE("GpuFsaConv2dWithoutBiasEndtoEndTestFloat32") |
| 29 | { |
| 30 | Convolution2dEndToEnd<armnn::DataType::Float32>(gpuFsaDefaultBackends, armnn::DataLayout::NHWC, false); |
| 31 | } |
| 32 | |
Tianle Cheng | fbfa49e | 2024-01-23 11:21:48 +0000 | [diff] [blame] | 33 | TEST_CASE("GpuFsaDepthwiseConvolution2dEndtoEndTestFloat32") |
| 34 | { |
| 35 | DepthwiseConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>(gpuFsaDefaultBackends, |
| 36 | armnn::DataLayout::NHWC); |
| 37 | } |
| 38 | |
Tracy Narine | e7d2785 | 2024-01-26 09:13:19 +0000 | [diff] [blame] | 39 | // ElementwiseBinary Add |
| 40 | TEST_CASE("GpuFsaElementwiseBinaryAddTestFloat32") |
| 41 | { |
| 42 | ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float32>(gpuFsaDefaultBackends, BinaryOperation::Add); |
| 43 | } |
| 44 | |
| 45 | TEST_CASE("GpuFsaElementwiseBinaryAddTestFloat16") |
| 46 | { |
| 47 | ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float16>(gpuFsaDefaultBackends, BinaryOperation::Add); |
| 48 | } |
| 49 | |
John Mcloughlin | 829e13e | 2024-01-31 11:00:27 +0000 | [diff] [blame] | 50 | // ElementwiseBinary Sub |
| 51 | TEST_CASE("GpuFsaElementwiseBinarySubTestFloat32") |
| 52 | { |
| 53 | ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float32>(gpuFsaDefaultBackends, BinaryOperation::Sub); |
| 54 | } |
| 55 | |
| 56 | TEST_CASE("GpuFsaElementwiseBinarySubTestFloat16") |
| 57 | { |
| 58 | ElementwiseBinarySimple3DEndToEnd<armnn::DataType::Float16>(gpuFsaDefaultBackends, BinaryOperation::Sub); |
| 59 | } |
| 60 | |
Teresa Charlin | a52bca2 | 2024-02-01 17:36:48 +0000 | [diff] [blame] | 61 | // Pooling 2D |
| 62 | // Average Pool 2D |
| 63 | TEST_CASE("GpuFsaAvgPool2DEndtoEndTestFloat32") |
| 64 | { |
| 65 | AvgPool2dEndToEnd<DataType::Float32>(gpuFsaDefaultBackends); |
| 66 | } |
| 67 | |
| 68 | TEST_CASE("GpuFsaAvgPool2DEndtoEndTestFloat16") |
| 69 | { |
| 70 | |
| 71 | AvgPool2dEndToEndFloat16<DataType::Float16>(gpuFsaDefaultBackends); |
| 72 | } |
| 73 | |
| 74 | TEST_CASE("UNSUPPORTED_GpuFsaAvgPool2DIgnoreValueEndtoEndTestFloat32") |
| 75 | { |
| 76 | // Exclude padding must be set to true in Attributes! to be supported by GPU |
| 77 | try |
| 78 | { |
| 79 | AvgPool2dEndToEnd<DataType::Float32>(gpuFsaDefaultBackends, PaddingMethod::IgnoreValue); |
| 80 | FAIL("An exception should have been thrown"); |
| 81 | } |
| 82 | catch (const armnn::InvalidArgumentException& e) |
| 83 | { |
| 84 | CHECK(strcmp(e.what(), "Failed to assign a backend to each layer") == 0); |
| 85 | } |
| 86 | } |
| 87 | |
| 88 | // Max Pool 2D |
| 89 | TEST_CASE("GpuFsaMaxPool2DEndtoEndTestFloat32") |
| 90 | { |
| 91 | MaxPool2dEndToEnd<DataType::Float32>(gpuFsaDefaultBackends); |
| 92 | } |
| 93 | |
| 94 | TEST_CASE("GpuFsaMaxPool2DEndtoEndTestFloat16") |
| 95 | { |
| 96 | MaxPool2dEndToEndFloat16<DataType::Float16>(gpuFsaDefaultBackends); |
| 97 | } |
| 98 | |
| 99 | TEST_CASE("UNSUPPORTED_GpuFsaMaxPool2DIgnoreValueEndtoEndTestFloat32") |
| 100 | { |
| 101 | // Exclude padding must be set to true in Attributes! to be supported by GPU |
| 102 | try |
| 103 | { |
| 104 | MaxPool2dEndToEnd<DataType::Float32>(gpuFsaDefaultBackends, PaddingMethod::IgnoreValue); |
| 105 | FAIL("An exception should have been thrown"); |
| 106 | } |
| 107 | catch (const armnn::InvalidArgumentException& e) |
| 108 | { |
| 109 | CHECK(strcmp(e.what(), "Failed to assign a backend to each layer") == 0); |
| 110 | } |
| 111 | } |
| 112 | |
David Monahan | bd73808 | 2023-12-08 12:50:02 +0000 | [diff] [blame] | 113 | } |