1*89c4ff92SAndroid Build Coastguard Worker // 2*89c4ff92SAndroid Build Coastguard Worker // Copyright © 2020, 2023 Arm Ltd and Contributors. All rights reserved. 3*89c4ff92SAndroid Build Coastguard Worker // SPDX-License-Identifier: MIT 4*89c4ff92SAndroid Build Coastguard Worker // 5*89c4ff92SAndroid Build Coastguard Worker 6*89c4ff92SAndroid Build Coastguard Worker #include "SoftmaxTestHelper.hpp" 7*89c4ff92SAndroid Build Coastguard Worker 8*89c4ff92SAndroid Build Coastguard Worker #include <armnn_delegate.hpp> 9*89c4ff92SAndroid Build Coastguard Worker 10*89c4ff92SAndroid Build Coastguard Worker #include <flatbuffers/flatbuffers.h> 11*89c4ff92SAndroid Build Coastguard Worker #include <schema_generated.h> 12*89c4ff92SAndroid Build Coastguard Worker 13*89c4ff92SAndroid Build Coastguard Worker #include <doctest/doctest.h> 14*89c4ff92SAndroid Build Coastguard Worker 15*89c4ff92SAndroid Build Coastguard Worker namespace armnnDelegate 16*89c4ff92SAndroid Build Coastguard Worker { 17*89c4ff92SAndroid Build Coastguard Worker TEST_SUITE ("Softmax_GpuAccTests") 18*89c4ff92SAndroid Build Coastguard Worker { 19*89c4ff92SAndroid Build Coastguard Worker 20*89c4ff92SAndroid Build Coastguard Worker TEST_CASE ("Softmax_Standard_Beta_GpuAcc_Test") 21*89c4ff92SAndroid Build Coastguard Worker { 22*89c4ff92SAndroid Build Coastguard Worker std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; 23*89c4ff92SAndroid Build Coastguard Worker std::vector<float> expectedOutput = {0.00994190481, 0.0445565246, 0.0734612942, 0.329230666, 0.542809606, 24*89c4ff92SAndroid Build Coastguard Worker 0.710742831, 0.158588171, 0.0961885825, 0.0214625746, 0.0130177103}; 25*89c4ff92SAndroid Build Coastguard Worker SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 1, expectedOutput); 26*89c4ff92SAndroid Build Coastguard Worker } 27*89c4ff92SAndroid Build Coastguard Worker 28*89c4ff92SAndroid Build Coastguard Worker TEST_CASE ("Softmax_Different_Beta_GpuAcc_Test") 29*89c4ff92SAndroid Build Coastguard Worker { 30*89c4ff92SAndroid Build Coastguard Worker std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; 31*89c4ff92SAndroid Build Coastguard Worker std::vector<float> expectedOutput = {0.0946234912, 0.148399189, 0.172415257, 0.270400971, 0.314161092, 0.352414012, 32*89c4ff92SAndroid Build Coastguard Worker 0.224709094, 0.193408906, 0.123322964, 0.106145054}; 33*89c4ff92SAndroid Build Coastguard Worker SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 0.3, expectedOutput); 34*89c4ff92SAndroid Build Coastguard Worker 35*89c4ff92SAndroid Build Coastguard Worker } 36*89c4ff92SAndroid Build Coastguard Worker 37*89c4ff92SAndroid Build Coastguard Worker TEST_CASE ("Log_Softmax_GpuAcc_Test") 38*89c4ff92SAndroid Build Coastguard Worker { 39*89c4ff92SAndroid Build Coastguard Worker std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; 40*89c4ff92SAndroid Build Coastguard Worker std::vector<float> expectedOutput = 41*89c4ff92SAndroid Build Coastguard Worker {-4.61099672, -3.11099672, -2.61099672, -1.11099672, -0.610996664, 42*89c4ff92SAndroid Build Coastguard Worker -0.341444582, -1.84144461, -2.34144449, -3.84144449, -4.34144449}; 43*89c4ff92SAndroid Build Coastguard Worker SoftmaxTestCase(tflite::BuiltinOperator_LOG_SOFTMAX, backends, 0, expectedOutput); 44*89c4ff92SAndroid Build Coastguard Worker } 45*89c4ff92SAndroid Build Coastguard Worker } // TEST_SUITE ("Softmax_GpuAccTests") 46*89c4ff92SAndroid Build Coastguard Worker 47*89c4ff92SAndroid Build Coastguard Worker TEST_SUITE ("Softmax_CpuRefTests") 48*89c4ff92SAndroid Build Coastguard Worker { 49*89c4ff92SAndroid Build Coastguard Worker 50*89c4ff92SAndroid Build Coastguard Worker TEST_CASE ("Softmax_Standard_Beta_CpuRef_Test") 51*89c4ff92SAndroid Build Coastguard Worker { 52*89c4ff92SAndroid Build Coastguard Worker std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; 53*89c4ff92SAndroid Build Coastguard Worker std::vector<float> expectedOutput = { 54*89c4ff92SAndroid Build Coastguard Worker 0.00994190481, 0.0445565246, 0.0734612942, 0.329230666, 0.542809606, 55*89c4ff92SAndroid Build Coastguard Worker 0.710742831, 0.158588171, 0.0961885825, 0.0214625746, 0.0130177103}; 56*89c4ff92SAndroid Build Coastguard Worker SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 1, expectedOutput); 57*89c4ff92SAndroid Build Coastguard Worker } 58*89c4ff92SAndroid Build Coastguard Worker 59*89c4ff92SAndroid Build Coastguard Worker TEST_CASE ("Softmax_Different_Beta_CpuRef_Test") 60*89c4ff92SAndroid Build Coastguard Worker { 61*89c4ff92SAndroid Build Coastguard Worker std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; 62*89c4ff92SAndroid Build Coastguard Worker std::vector<float> expectedOutput = { 63*89c4ff92SAndroid Build Coastguard Worker 0.0946234912, 0.148399189, 0.172415257, 0.270400971, 0.314161092, 64*89c4ff92SAndroid Build Coastguard Worker 0.352414012, 0.224709094, 0.193408906, 0.123322964, 0.106145054}; 65*89c4ff92SAndroid Build Coastguard Worker SoftmaxTestCase(tflite::BuiltinOperator_SOFTMAX, backends, 0.3, expectedOutput); 66*89c4ff92SAndroid Build Coastguard Worker } 67*89c4ff92SAndroid Build Coastguard Worker 68*89c4ff92SAndroid Build Coastguard Worker TEST_CASE ("Log_Softmax_CpuRef_Test") 69*89c4ff92SAndroid Build Coastguard Worker { 70*89c4ff92SAndroid Build Coastguard Worker std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; 71*89c4ff92SAndroid Build Coastguard Worker std::vector<float> expectedOutput = 72*89c4ff92SAndroid Build Coastguard Worker {-4.61099672, -3.11099672, -2.61099672, -1.11099672, -0.610996664, 73*89c4ff92SAndroid Build Coastguard Worker -0.341444582, -1.84144461, -2.34144449, -3.84144449, -4.34144449}; 74*89c4ff92SAndroid Build Coastguard Worker SoftmaxTestCase(tflite::BuiltinOperator_LOG_SOFTMAX, backends, 0, expectedOutput); 75*89c4ff92SAndroid Build Coastguard Worker } 76*89c4ff92SAndroid Build Coastguard Worker } // TEST_SUITE ("Softmax_CpuRefTests") 77*89c4ff92SAndroid Build Coastguard Worker } // namespace armnnDelegate 78