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Diffstat (limited to 'delegate/test/SoftmaxTest.cpp')
-rw-r--r-- | delegate/test/SoftmaxTest.cpp | 77 |
1 files changed, 77 insertions, 0 deletions
diff --git a/delegate/test/SoftmaxTest.cpp b/delegate/test/SoftmaxTest.cpp new file mode 100644 index 0000000000..27f780948d --- /dev/null +++ b/delegate/test/SoftmaxTest.cpp @@ -0,0 +1,77 @@ +// +// 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 |