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