#include "DistanceTestsF32.h" #include #include "Error.h" #include "Test.h" void DistanceTestsF32::test_braycurtis_distance_f32() { const float32_t *inpA = inputA.ptr(); const float32_t *inpB = inputB.ptr(); float32_t *outp = output.ptr(); for(int i=0; i < this->nbPatterns ; i ++) { *outp = arm_braycurtis_distance_f32(inpA, inpB, this->vecDim); inpA += this->vecDim; inpB += this->vecDim; outp ++; } ASSERT_NEAR_EQ(output,ref,(float32_t)1e-3); } void DistanceTestsF32::test_canberra_distance_f32() { const float32_t *inpA = inputA.ptr(); const float32_t *inpB = inputB.ptr(); float32_t *outp = output.ptr(); for(int i=0; i < this->nbPatterns ; i ++) { *outp = arm_canberra_distance_f32(inpA, inpB, this->vecDim); inpA += this->vecDim; inpB += this->vecDim; outp ++; } ASSERT_NEAR_EQ(output,ref,(float32_t)1e-3); } void DistanceTestsF32::test_chebyshev_distance_f32() { const float32_t *inpA = inputA.ptr(); const float32_t *inpB = inputB.ptr(); float32_t *outp = output.ptr(); for(int i=0; i < this->nbPatterns ; i ++) { *outp = arm_chebyshev_distance_f32(inpA, inpB, this->vecDim); inpA += this->vecDim; inpB += this->vecDim; outp ++; } ASSERT_NEAR_EQ(output,ref,(float32_t)1e-3); } void DistanceTestsF32::test_cityblock_distance_f32() { const float32_t *inpA = inputA.ptr(); const float32_t *inpB = inputB.ptr(); float32_t *outp = output.ptr(); for(int i=0; i < this->nbPatterns ; i ++) { *outp = arm_cityblock_distance_f32(inpA, inpB, this->vecDim); inpA += this->vecDim; inpB += this->vecDim; outp ++; } ASSERT_NEAR_EQ(output,ref,(float32_t)1e-3); } void DistanceTestsF32::test_correlation_distance_f32() { const float32_t *inpA = inputA.ptr(); const float32_t *inpB = inputB.ptr(); float32_t *tmpap = tmpA.ptr(); float32_t *tmpbp = tmpB.ptr(); float32_t *outp = output.ptr(); for(int i=0; i < this->nbPatterns ; i ++) { memcpy(tmpap, inpA, sizeof(float32_t) * this->vecDim); memcpy(tmpbp, inpB, sizeof(float32_t) * this->vecDim); *outp = arm_correlation_distance_f32(tmpap, tmpbp, this->vecDim); inpA += this->vecDim; inpB += this->vecDim; outp ++; } ASSERT_NEAR_EQ(output,ref,(float32_t)1e-3); } void DistanceTestsF32::test_cosine_distance_f32() { const float32_t *inpA = inputA.ptr(); const float32_t *inpB = inputB.ptr(); float32_t *outp = output.ptr(); for(int i=0; i < this->nbPatterns ; i ++) { *outp = arm_cosine_distance_f32(inpA, inpB, this->vecDim); inpA += this->vecDim; inpB += this->vecDim; outp ++; } ASSERT_NEAR_EQ(output,ref,(float32_t)1e-3); } void DistanceTestsF32::test_euclidean_distance_f32() { const float32_t *inpA = inputA.ptr(); const float32_t *inpB = inputB.ptr(); float32_t *outp = output.ptr(); for(int i=0; i < this->nbPatterns ; i ++) { *outp = arm_euclidean_distance_f32(inpA, inpB, this->vecDim); inpA += this->vecDim; inpB += this->vecDim; outp ++; } ASSERT_NEAR_EQ(output,ref,(float32_t)1e-3); } void DistanceTestsF32::test_jensenshannon_distance_f32() { const float32_t *inpA = inputA.ptr(); const float32_t *inpB = inputB.ptr(); float32_t *outp = output.ptr(); for(int i=0; i < this->nbPatterns ; i ++) { *outp = arm_jensenshannon_distance_f32(inpA, inpB, this->vecDim); inpA += this->vecDim; inpB += this->vecDim; outp ++; } ASSERT_NEAR_EQ(output,ref,(float32_t)1e-3); } void DistanceTestsF32::test_minkowski_distance_f32() { const float32_t *inpA = inputA.ptr(); const float32_t *inpB = inputB.ptr(); const int16_t *dimsp= dims.ptr(); dimsp += 2; float32_t *outp = output.ptr(); for(int i=0; i < this->nbPatterns ; i ++) { *outp = arm_minkowski_distance_f32(inpA, inpB, *dimsp,this->vecDim); inpA += this->vecDim; inpB += this->vecDim; outp ++; dimsp ++; } ASSERT_NEAR_EQ(output,ref,(float32_t)1e-3); } void DistanceTestsF32::setUp(Testing::testID_t id,std::vector& paramsArgs,Client::PatternMgr *mgr) { (void)paramsArgs; if ((id != DistanceTestsF32::TEST_MINKOWSKI_DISTANCE_F32_9) && (id != DistanceTestsF32::TEST_JENSENSHANNON_DISTANCE_F32_8)) { inputA.reload(DistanceTestsF32::INPUTA_F32_ID,mgr); inputB.reload(DistanceTestsF32::INPUTB_F32_ID,mgr); dims.reload(DistanceTestsF32::DIMS_S16_ID,mgr); const int16_t *dimsp = dims.ptr(); this->nbPatterns=dimsp[0]; this->vecDim=dimsp[1]; output.create(this->nbPatterns,DistanceTestsF32::OUT_F32_ID,mgr); } switch(id) { case DistanceTestsF32::TEST_BRAYCURTIS_DISTANCE_F32_1: { ref.reload(DistanceTestsF32::REF1_F32_ID,mgr); } break; case DistanceTestsF32::TEST_CANBERRA_DISTANCE_F32_2: { ref.reload(DistanceTestsF32::REF2_F32_ID,mgr); } break; case DistanceTestsF32::TEST_CHEBYSHEV_DISTANCE_F32_3: { ref.reload(DistanceTestsF32::REF3_F32_ID,mgr); } break; case DistanceTestsF32::TEST_CITYBLOCK_DISTANCE_F32_4: { ref.reload(DistanceTestsF32::REF4_F32_ID,mgr); } break; case DistanceTestsF32::TEST_CORRELATION_DISTANCE_F32_5: { ref.reload(DistanceTestsF32::REF5_F32_ID,mgr); tmpA.create(this->vecDim,DistanceTestsF32::TMPA_F32_ID,mgr); tmpB.create(this->vecDim,DistanceTestsF32::TMPB_F32_ID,mgr); } break; case DistanceTestsF32::TEST_COSINE_DISTANCE_F32_6: { ref.reload(DistanceTestsF32::REF6_F32_ID,mgr); } break; case DistanceTestsF32::TEST_EUCLIDEAN_DISTANCE_F32_7: { ref.reload(DistanceTestsF32::REF7_F32_ID,mgr); } break; case DistanceTestsF32::TEST_JENSENSHANNON_DISTANCE_F32_8: { inputA.reload(DistanceTestsF32::INPUTA_JEN_F32_ID,mgr); inputB.reload(DistanceTestsF32::INPUTB_JEN_F32_ID,mgr); dims.reload(DistanceTestsF32::DIMS_S16_ID,mgr); const int16_t *dimsp = dims.ptr(); this->nbPatterns=dimsp[0]; this->vecDim=dimsp[1]; output.create(this->nbPatterns,DistanceTestsF32::OUT_F32_ID,mgr); ref.reload(DistanceTestsF32::REF8_F32_ID,mgr); } break; case DistanceTestsF32::TEST_MINKOWSKI_DISTANCE_F32_9: { inputA.reload(DistanceTestsF32::INPUTA_F32_ID,mgr); inputB.reload(DistanceTestsF32::INPUTB_F32_ID,mgr); dims.reload(DistanceTestsF32::DIMS_MINKOWSKI_S16_ID,mgr); const int16_t *dimsp = dims.ptr(); this->nbPatterns=dimsp[0]; this->vecDim=dimsp[1]; output.create(this->nbPatterns,DistanceTestsF32::OUT_F32_ID,mgr); ref.reload(DistanceTestsF32::REF9_F32_ID,mgr); } break; } } void DistanceTestsF32::tearDown(Testing::testID_t id,Client::PatternMgr *mgr) { (void)id; output.dump(mgr); }