| // |
| // Copyright © 2020, 2023 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "SoftmaxTestHelper.hpp" |
| |
| #include <armnn_delegate.hpp> |
| |
| #include <flatbuffers/flatbuffers.h> |
| #include <schema_generated.h> |
| |
| #include <doctest/doctest.h> |
| |
| namespace armnnDelegate |
| { |
| TEST_SUITE ("Softmax_GpuAccTests") |
| { |
| |
| TEST_CASE ("Softmax_Standard_Beta_GpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| std::vector<float> expectedOutput = {0.00994190481, 0.0445565246, 0.0734612942, 0.329230666, 0.542809606, |
| 0.710742831, 0.158588171, 0.0961885825, 0.0214625746, 0.0130177103}; |
| SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 1, expectedOutput); |
| } |
| |
| TEST_CASE ("Softmax_Different_Beta_GpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| std::vector<float> expectedOutput = {0.0946234912, 0.148399189, 0.172415257, 0.270400971, 0.314161092, 0.352414012, |
| 0.224709094, 0.193408906, 0.123322964, 0.106145054}; |
| SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 0.3, expectedOutput); |
| |
| } |
| |
| TEST_CASE ("Log_Softmax_GpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| std::vector<float> expectedOutput = |
| {-4.61099672, -3.11099672, -2.61099672, -1.11099672, -0.610996664, |
| -0.341444582, -1.84144461, -2.34144449, -3.84144449, -4.34144449}; |
| SoftmaxTestCase(tflite::BuiltinOperator_LOG_SOFTMAX, backends, 0, expectedOutput); |
| } |
| } // TEST_SUITE ("Softmax_GpuAccTests") |
| |
| TEST_SUITE ("Softmax_CpuRefTests") |
| { |
| |
| TEST_CASE ("Softmax_Standard_Beta_CpuRef_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| std::vector<float> expectedOutput = { |
| 0.00994190481, 0.0445565246, 0.0734612942, 0.329230666, 0.542809606, |
| 0.710742831, 0.158588171, 0.0961885825, 0.0214625746, 0.0130177103}; |
| SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 1, expectedOutput); |
| } |
| |
| TEST_CASE ("Softmax_Different_Beta_CpuRef_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| std::vector<float> expectedOutput = { |
| 0.0946234912, 0.148399189, 0.172415257, 0.270400971, 0.314161092, |
| 0.352414012, 0.224709094, 0.193408906, 0.123322964, 0.106145054}; |
| SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 0.3, expectedOutput); |
| } |
| |
| TEST_CASE ("Log_Softmax_CpuRef_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| std::vector<float> expectedOutput = |
| {-4.61099672, -3.11099672, -2.61099672, -1.11099672, -0.610996664, |
| -0.341444582, -1.84144461, -2.34144449, -3.84144449, -4.34144449}; |
| SoftmaxTestCase(tflite::BuiltinOperator_LOG_SOFTMAX, backends, 0, expectedOutput); |
| } |
| } // TEST_SUITE ("Softmax_CpuRefTests") |
| } // namespace armnnDelegate |