James Ward | a857810 | 2020-11-13 18:05:04 +0000 | [diff] [blame] | 1 | // |
Teresa Charlin | ad1b3d7 | 2023-03-14 12:10:28 +0000 | [diff] [blame] | 2 | // Copyright © 2020, 2023 Arm Ltd and Contributors. All rights reserved. |
James Ward | a857810 | 2020-11-13 18:05:04 +0000 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "SoftmaxTestHelper.hpp" |
| 7 | |
| 8 | #include <armnn_delegate.hpp> |
| 9 | |
| 10 | #include <flatbuffers/flatbuffers.h> |
Teresa Charlin | ad1b3d7 | 2023-03-14 12:10:28 +0000 | [diff] [blame] | 11 | #include <schema_generated.h> |
James Ward | a857810 | 2020-11-13 18:05:04 +0000 | [diff] [blame] | 12 | |
| 13 | #include <doctest/doctest.h> |
| 14 | |
| 15 | namespace armnnDelegate |
| 16 | { |
James Ward | a857810 | 2020-11-13 18:05:04 +0000 | [diff] [blame] | 17 | TEST_SUITE ("Softmax_GpuAccTests") |
| 18 | { |
| 19 | |
| 20 | TEST_CASE ("Softmax_Standard_Beta_GpuAcc_Test") |
| 21 | { |
| 22 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 23 | std::vector<float> expectedOutput = {0.00994190481, 0.0445565246, 0.0734612942, 0.329230666, 0.542809606, |
| 24 | 0.710742831, 0.158588171, 0.0961885825, 0.0214625746, 0.0130177103}; |
| 25 | SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 1, expectedOutput); |
| 26 | } |
| 27 | |
| 28 | TEST_CASE ("Softmax_Different_Beta_GpuAcc_Test") |
| 29 | { |
| 30 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 31 | std::vector<float> expectedOutput = {0.0946234912, 0.148399189, 0.172415257, 0.270400971, 0.314161092, 0.352414012, |
| 32 | 0.224709094, 0.193408906, 0.123322964, 0.106145054}; |
| 33 | SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 0.3, expectedOutput); |
| 34 | |
| 35 | } |
| 36 | |
| 37 | TEST_CASE ("Log_Softmax_GpuAcc_Test") |
| 38 | { |
| 39 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 40 | std::vector<float> expectedOutput = |
| 41 | {-4.61099672, -3.11099672, -2.61099672, -1.11099672, -0.610996664, |
| 42 | -0.341444582, -1.84144461, -2.34144449, -3.84144449, -4.34144449}; |
| 43 | SoftmaxTestCase(tflite::BuiltinOperator_LOG_SOFTMAX, backends, 0, expectedOutput); |
| 44 | } |
| 45 | } // TEST_SUITE ("Softmax_GpuAccTests") |
| 46 | |
James Ward | a857810 | 2020-11-13 18:05:04 +0000 | [diff] [blame] | 47 | TEST_SUITE ("Softmax_CpuRefTests") |
| 48 | { |
| 49 | |
| 50 | TEST_CASE ("Softmax_Standard_Beta_CpuRef_Test") |
| 51 | { |
| 52 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 53 | std::vector<float> expectedOutput = { |
| 54 | 0.00994190481, 0.0445565246, 0.0734612942, 0.329230666, 0.542809606, |
| 55 | 0.710742831, 0.158588171, 0.0961885825, 0.0214625746, 0.0130177103}; |
| 56 | SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 1, expectedOutput); |
| 57 | } |
| 58 | |
| 59 | TEST_CASE ("Softmax_Different_Beta_CpuRef_Test") |
| 60 | { |
| 61 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 62 | std::vector<float> expectedOutput = { |
| 63 | 0.0946234912, 0.148399189, 0.172415257, 0.270400971, 0.314161092, |
| 64 | 0.352414012, 0.224709094, 0.193408906, 0.123322964, 0.106145054}; |
| 65 | SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 0.3, expectedOutput); |
| 66 | } |
| 67 | |
| 68 | TEST_CASE ("Log_Softmax_CpuRef_Test") |
| 69 | { |
| 70 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 71 | std::vector<float> expectedOutput = |
| 72 | {-4.61099672, -3.11099672, -2.61099672, -1.11099672, -0.610996664, |
| 73 | -0.341444582, -1.84144461, -2.34144449, -3.84144449, -4.34144449}; |
| 74 | SoftmaxTestCase(tflite::BuiltinOperator_LOG_SOFTMAX, backends, 0, expectedOutput); |
| 75 | } |
| 76 | } // TEST_SUITE ("Softmax_CpuRefTests") |
| 77 | } // namespace armnnDelegate |