diff options
Diffstat (limited to 'tests/validation/Reference.cpp')
| -rw-r--r-- | tests/validation/Reference.cpp | 176 |
1 files changed, 88 insertions, 88 deletions
diff --git a/tests/validation/Reference.cpp b/tests/validation/Reference.cpp index 0ce25c5567..c0d5a20c16 100644 --- a/tests/validation/Reference.cpp +++ b/tests/validation/Reference.cpp @@ -23,10 +23,10 @@ */ #include "Reference.h" +#include "AssetsLibrary.h" #include "Globals.h" #include "Helpers.h" #include "ReferenceCPP.h" -#include "TensorLibrary.h" #include "validation/Helpers.h" #include <random> @@ -44,9 +44,9 @@ namespace validation std::pair<RawTensor, RawTensor> Reference::compute_reference_sobel_3x3(const TensorShape &shape, BorderMode border_mode, uint8_t constant_border_value) { // Create reference - RawTensor ref_src = library->get(shape, Format::U8); - RawTensor ref_dst_x = library->get(shape, Format::S16); - RawTensor ref_dst_y = library->get(shape, Format::S16); + RawTensor ref_src(shape, Format::U8); + RawTensor ref_dst_x(shape, Format::S16); + RawTensor ref_dst_y(shape, Format::S16); // Fill reference library->fill_tensor_uniform(ref_src, 0); @@ -59,9 +59,9 @@ std::pair<RawTensor, RawTensor> Reference::compute_reference_sobel_3x3(const Ten std::pair<RawTensor, RawTensor> Reference::compute_reference_sobel_5x5(const TensorShape &shape, BorderMode border_mode, uint8_t constant_border_value) { // Create reference - RawTensor ref_src = library->get(shape, Format::U8); - RawTensor ref_dst_x = library->get(shape, Format::S16); - RawTensor ref_dst_y = library->get(shape, Format::S16); + RawTensor ref_src(shape, Format::U8); + RawTensor ref_dst_x(shape, Format::S16); + RawTensor ref_dst_y(shape, Format::S16); // Fill reference library->fill_tensor_uniform(ref_src, 0); @@ -75,7 +75,7 @@ void Reference::compute_reference_min_max_location(const TensorShape &shape, Dat uint32_t &min_count, uint32_t &max_count) { // Create reference - RawTensor ref_src = library->get(shape, dt_in); + RawTensor ref_src(shape, dt_in); // Fill reference library->fill_tensor_uniform(ref_src, 0); @@ -86,7 +86,7 @@ void Reference::compute_reference_min_max_location(const TensorShape &shape, Dat std::pair<float, float> Reference::compute_reference_mean_and_standard_deviation(const TensorShape &shape) { // Create reference - RawTensor ref_src = library->get(shape, DataType::U8); + RawTensor ref_src(shape, DataType::U8); // Create output variables float mean; @@ -103,8 +103,8 @@ std::pair<float, float> Reference::compute_reference_mean_and_standard_deviation RawTensor Reference::compute_reference_integral_image(const TensorShape &shape) { // Create reference - RawTensor ref_src = library->get(shape, DataType::U8); - RawTensor ref_dst = library->get(shape, DataType::U32); + RawTensor ref_src(shape, DataType::U8); + RawTensor ref_dst(shape, DataType::U32); // Fill reference library->fill_tensor_uniform(ref_src, 0); @@ -117,9 +117,9 @@ RawTensor Reference::compute_reference_integral_image(const TensorShape &shape) RawTensor Reference::compute_reference_absolute_difference(const TensorShape &shape, DataType dt_in0, DataType dt_in1, DataType dt_out) { // Create reference - RawTensor ref_src1 = library->get(shape, dt_in0); - RawTensor ref_src2 = library->get(shape, dt_in1); - RawTensor ref_dst = library->get(shape, dt_out); + RawTensor ref_src1(shape, dt_in0); + RawTensor ref_src2(shape, dt_in1); + RawTensor ref_dst(shape, dt_out); // Fill reference library->fill_tensor_uniform(ref_src1, 0); @@ -134,8 +134,8 @@ RawTensor Reference::compute_reference_absolute_difference(const TensorShape &sh RawTensor Reference::compute_reference_accumulate(const TensorShape &shape) { // Create reference - RawTensor ref_src = library->get(shape, DataType::U8); - RawTensor ref_dst = library->get(shape, DataType::S16); + RawTensor ref_src(shape, DataType::U8); + RawTensor ref_dst(shape, DataType::S16); // Fill reference library->fill_tensor_uniform(ref_src, 0); @@ -150,8 +150,8 @@ RawTensor Reference::compute_reference_accumulate(const TensorShape &shape) RawTensor Reference::compute_reference_accumulate_squared(const TensorShape &shape, uint32_t shift) { // Create reference - RawTensor ref_src = library->get(shape, DataType::U8); - RawTensor ref_dst = library->get(shape, DataType::S16); + RawTensor ref_src(shape, DataType::U8); + RawTensor ref_dst(shape, DataType::S16); // Fill reference // ref_dst tensor filled with non-negative values @@ -167,8 +167,8 @@ RawTensor Reference::compute_reference_accumulate_squared(const TensorShape &sha RawTensor Reference::compute_reference_accumulate_weighted(const TensorShape &shape, float alpha) { // Create reference - RawTensor ref_src = library->get(shape, DataType::U8); - RawTensor ref_dst = library->get(shape, DataType::U8); + RawTensor ref_src(shape, DataType::U8); + RawTensor ref_dst(shape, DataType::U8); // Fill reference library->fill_tensor_uniform(ref_src, 0); @@ -183,9 +183,9 @@ RawTensor Reference::compute_reference_accumulate_weighted(const TensorShape &sh RawTensor Reference::compute_reference_arithmetic_addition(const TensorShape &shape, DataType dt_in0, DataType dt_in1, DataType dt_out, ConvertPolicy convert_policy, int fixed_point_position) { // Create reference - RawTensor ref_src1 = library->get(shape, dt_in0, 1, fixed_point_position); - RawTensor ref_src2 = library->get(shape, dt_in1, 1, fixed_point_position); - RawTensor ref_dst = library->get(shape, dt_out, 1, fixed_point_position); + RawTensor ref_src1(shape, dt_in0, 1, fixed_point_position); + RawTensor ref_src2(shape, dt_in1, 1, fixed_point_position); + RawTensor ref_dst(shape, dt_out, 1, fixed_point_position); // Fill reference library->fill_tensor_uniform(ref_src1, 0); @@ -200,9 +200,9 @@ RawTensor Reference::compute_reference_arithmetic_addition(const TensorShape &sh RawTensor Reference::compute_reference_arithmetic_subtraction(const TensorShape &shape, DataType dt_in0, DataType dt_in1, DataType dt_out, ConvertPolicy convert_policy, int fixed_point_position) { // Create reference - RawTensor ref_src1 = library->get(shape, dt_in0, 1, fixed_point_position); - RawTensor ref_src2 = library->get(shape, dt_in1, 1, fixed_point_position); - RawTensor ref_dst = library->get(shape, dt_out, 1, fixed_point_position); + RawTensor ref_src1(shape, dt_in0, 1, fixed_point_position); + RawTensor ref_src2(shape, dt_in1, 1, fixed_point_position); + RawTensor ref_dst(shape, dt_out, 1, fixed_point_position); // Fill reference library->fill_tensor_uniform(ref_src1, 0); @@ -217,9 +217,9 @@ RawTensor Reference::compute_reference_arithmetic_subtraction(const TensorShape RawTensor Reference::compute_reference_bitwise_and(const TensorShape &shape) { // Create reference - RawTensor ref_src1 = library->get(shape, DataType::U8); - RawTensor ref_src2 = library->get(shape, DataType::U8); - RawTensor ref_dst = library->get(shape, DataType::U8); + RawTensor ref_src1(shape, DataType::U8); + RawTensor ref_src2(shape, DataType::U8); + RawTensor ref_dst(shape, DataType::U8); // Fill reference library->fill_tensor_uniform(ref_src1, 0); @@ -234,9 +234,9 @@ RawTensor Reference::compute_reference_bitwise_and(const TensorShape &shape) RawTensor Reference::compute_reference_bitwise_or(const TensorShape &shape) { // Create reference - RawTensor ref_src1 = library->get(shape, DataType::U8); - RawTensor ref_src2 = library->get(shape, DataType::U8); - RawTensor ref_dst = library->get(shape, DataType::U8); + RawTensor ref_src1(shape, DataType::U8); + RawTensor ref_src2(shape, DataType::U8); + RawTensor ref_dst(shape, DataType::U8); // Fill reference library->fill_tensor_uniform(ref_src1, 0); @@ -251,9 +251,9 @@ RawTensor Reference::compute_reference_bitwise_or(const TensorShape &shape) RawTensor Reference::compute_reference_bitwise_xor(const TensorShape &shape) { // Create reference - RawTensor ref_src1 = library->get(shape, DataType::U8); - RawTensor ref_src2 = library->get(shape, DataType::U8); - RawTensor ref_dst = library->get(shape, DataType::U8); + RawTensor ref_src1(shape, DataType::U8); + RawTensor ref_src2(shape, DataType::U8); + RawTensor ref_dst(shape, DataType::U8); // Fill reference library->fill_tensor_uniform(ref_src1, 0); @@ -268,8 +268,8 @@ RawTensor Reference::compute_reference_bitwise_xor(const TensorShape &shape) RawTensor Reference::compute_reference_bitwise_not(const TensorShape &shape) { // Create reference - RawTensor ref_src = library->get(shape, DataType::U8); - RawTensor ref_dst = library->get(shape, DataType::U8); + RawTensor ref_src(shape, DataType::U8); + RawTensor ref_dst(shape, DataType::U8); // Fill reference library->fill_tensor_uniform(ref_src, 0); @@ -283,8 +283,8 @@ RawTensor Reference::compute_reference_bitwise_not(const TensorShape &shape) RawTensor Reference::compute_reference_box3x3(const TensorShape &shape, BorderMode border_mode, uint8_t constant_border_value) { // Create reference - RawTensor ref_src = library->get(shape, DataType::U8); - RawTensor ref_dst = library->get(shape, DataType::U8); + RawTensor ref_src(shape, DataType::U8); + RawTensor ref_dst(shape, DataType::U8); // Fill reference library->fill_tensor_uniform(ref_src, 0); @@ -298,8 +298,8 @@ RawTensor Reference::compute_reference_box3x3(const TensorShape &shape, BorderMo RawTensor Reference::compute_reference_depth_convert(const TensorShape &shape, DataType dt_in, DataType dt_out, ConvertPolicy policy, uint32_t shift, uint32_t fixed_point_position_in, uint32_t fixed_point_position_out) { - RawTensor ref_src = library->get(shape, dt_in, 1, fixed_point_position_in); - RawTensor ref_dst = library->get(shape, dt_out, 1, fixed_point_position_out); + RawTensor ref_src(shape, dt_in, 1, fixed_point_position_in); + RawTensor ref_dst(shape, dt_out, 1, fixed_point_position_out); // Fill reference library->fill_tensor_uniform(ref_src, 0); @@ -313,8 +313,8 @@ RawTensor Reference::compute_reference_depth_convert(const TensorShape &shape, D RawTensor Reference::compute_reference_gaussian3x3(const TensorShape &shape, BorderMode border_mode, uint8_t constant_border_value) { // Create reference - RawTensor ref_src = library->get(shape, DataType::U8); - RawTensor ref_dst = library->get(shape, DataType::U8); + RawTensor ref_src(shape, DataType::U8); + RawTensor ref_dst(shape, DataType::U8); // Fill reference library->fill_tensor_uniform(ref_src, 0); @@ -328,8 +328,8 @@ RawTensor Reference::compute_reference_gaussian3x3(const TensorShape &shape, Bor RawTensor Reference::compute_reference_gaussian5x5(const TensorShape &shape, BorderMode border_mode, uint8_t constant_border_value) { // Create reference - RawTensor ref_src = library->get(shape, DataType::U8); - RawTensor ref_dst = library->get(shape, DataType::U8); + RawTensor ref_src(shape, DataType::U8); + RawTensor ref_dst(shape, DataType::U8); // Fill reference library->fill_tensor_uniform(ref_src, 0); @@ -343,10 +343,10 @@ RawTensor Reference::compute_reference_gaussian5x5(const TensorShape &shape, Bor RawTensor Reference::compute_reference_gemm(const TensorShape &src_shape1, const TensorShape &src_shape2, const TensorShape &src_shape3, const TensorShape &dst_shape, float alpha, float beta, DataType dt, int fixed_point_position) { - RawTensor src1 = library->get(src_shape1, dt, 1, fixed_point_position); - RawTensor src2 = library->get(src_shape2, dt, 1, fixed_point_position); - RawTensor src3 = library->get(src_shape3, dt, 1, fixed_point_position); - RawTensor dst = library->get(dst_shape, dt, 1, fixed_point_position); + RawTensor src1(src_shape1, dt, 1, fixed_point_position); + RawTensor src2(src_shape2, dt, 1, fixed_point_position); + RawTensor src3(src_shape3, dt, 1, fixed_point_position); + RawTensor dst(dst_shape, dt, 1, fixed_point_position); // Fill reference if(dt == DataType::F16 || dt == DataType::F32) @@ -373,8 +373,8 @@ RawTensor Reference::compute_reference_non_linear_filter(const TensorShape &shap MatrixPattern pattern, const uint8_t *mask, BorderMode border_mode, uint8_t constant_border_value) { // Create reference - RawTensor ref_src = library->get(shape, DataType::U8); - RawTensor ref_dst = library->get(shape, DataType::U8); + RawTensor ref_src(shape, DataType::U8); + RawTensor ref_dst(shape, DataType::U8); // Fill reference library->fill_tensor_uniform(ref_src, 0); @@ -389,9 +389,9 @@ RawTensor Reference::compute_reference_pixel_wise_multiplication(const TensorSha RoundingPolicy rounding_policy) { // Create reference - RawTensor ref_src1 = library->get(shape, dt_in0); - RawTensor ref_src2 = library->get(shape, dt_in1); - RawTensor ref_dst = library->get(shape, dt_out); + RawTensor ref_src1(shape, dt_in0); + RawTensor ref_src2(shape, dt_in1); + RawTensor ref_dst(shape, dt_out); // Fill reference library->fill_tensor_uniform(ref_src1, 0); @@ -407,9 +407,9 @@ RawTensor Reference::compute_reference_fixed_point_pixel_wise_multiplication(con ConvertPolicy convert_policy, RoundingPolicy rounding_policy) { // Create reference - RawTensor ref_src1 = library->get(shape, dt_in0, 1, fixed_point_position); - RawTensor ref_src2 = library->get(shape, dt_in1, 1, fixed_point_position); - RawTensor ref_dst = library->get(shape, dt_out, 1, fixed_point_position); + RawTensor ref_src1(shape, dt_in0, 1, fixed_point_position); + RawTensor ref_src2(shape, dt_in1, 1, fixed_point_position); + RawTensor ref_dst(shape, dt_out, 1, fixed_point_position); // Fill reference library->fill_tensor_uniform(ref_src1, 0); @@ -425,8 +425,8 @@ template <typename T> RawTensor Reference::compute_reference_table_lookup(const TensorShape &shape, DataType dt_inout, std::map<T, T> &lut) { // Create reference - RawTensor ref_src = library->get(shape, dt_inout); - RawTensor ref_dst = library->get(shape, dt_inout); + RawTensor ref_src(shape, dt_inout); + RawTensor ref_dst(shape, dt_inout); // Fill reference library->fill_tensor_uniform(ref_src, 0); @@ -441,8 +441,8 @@ template RawTensor arm_compute::test::validation::Reference::compute_reference_t RawTensor Reference::compute_reference_threshold(const TensorShape &shape, uint8_t threshold, uint8_t false_value, uint8_t true_value, ThresholdType type, uint8_t upper) { // Create reference - RawTensor ref_src = library->get(shape, DataType::U8); - RawTensor ref_dst = library->get(shape, DataType::U8); + RawTensor ref_src(shape, DataType::U8); + RawTensor ref_dst(shape, DataType::U8); // Fill reference library->fill_tensor_uniform(ref_src, 0); @@ -456,8 +456,8 @@ RawTensor Reference::compute_reference_threshold(const TensorShape &shape, uint8 RawTensor Reference::compute_reference_activation_layer(const TensorShape &shape, DataType dt, ActivationLayerInfo act_info, int fixed_point_position) { // Create reference - RawTensor ref_src = library->get(shape, dt, 1, fixed_point_position); - RawTensor ref_dst = library->get(shape, dt, 1, fixed_point_position); + RawTensor ref_src(shape, dt, 1, fixed_point_position); + RawTensor ref_dst(shape, dt, 1, fixed_point_position); // Fill tensors switch(dt) @@ -508,12 +508,12 @@ RawTensor Reference::compute_reference_activation_layer(const TensorShape &shape RawTensor Reference::compute_reference_batch_normalization_layer(const TensorShape &shape0, const TensorShape &shape1, DataType dt, float epsilon, int fixed_point_position) { // Create reference - RawTensor ref_src = library->get(shape0, dt, 1, fixed_point_position); - RawTensor ref_dst = library->get(shape0, dt, 1, fixed_point_position); - RawTensor ref_mean = library->get(shape1, dt, 1, fixed_point_position); - RawTensor ref_var = library->get(shape1, dt, 1, fixed_point_position); - RawTensor ref_beta = library->get(shape1, dt, 1, fixed_point_position); - RawTensor ref_gamma = library->get(shape1, dt, 1, fixed_point_position); + RawTensor ref_src(shape0, dt, 1, fixed_point_position); + RawTensor ref_dst(shape0, dt, 1, fixed_point_position); + RawTensor ref_mean(shape1, dt, 1, fixed_point_position); + RawTensor ref_var(shape1, dt, 1, fixed_point_position); + RawTensor ref_beta(shape1, dt, 1, fixed_point_position); + RawTensor ref_gamma(shape1, dt, 1, fixed_point_position); // Fill tensors with values from -1 to 1. if(dt == DataType::F32) @@ -560,10 +560,10 @@ RawTensor Reference::compute_reference_convolution_layer(const TensorShape &inpu const PadStrideInfo &conv_info, int fixed_point_position) { // Create reference - RawTensor ref_src = library->get(input_shape, dt, 1, fixed_point_position); - RawTensor ref_weights = library->get(weights_shape, dt, 1, fixed_point_position); - RawTensor ref_bias = library->get(bias_shape, dt, 1, fixed_point_position); - RawTensor ref_dst = library->get(output_shape, dt, 1, fixed_point_position); + RawTensor ref_src(input_shape, dt, 1, fixed_point_position); + RawTensor ref_weights(weights_shape, dt, 1, fixed_point_position); + RawTensor ref_bias(bias_shape, dt, 1, fixed_point_position); + RawTensor ref_dst(output_shape, dt, 1, fixed_point_position); // Fill reference switch(dt) @@ -608,7 +608,7 @@ RawTensor Reference::compute_reference_depth_concatenate_layer(const std::vector { ref_srcs.push_back(support::cpp14::make_unique<RawTensor>(RawTensor(shapes[i], dt, 1, fixed_point_position))); } - RawTensor ref_dst = library->get(dst_shape, dt, 1, fixed_point_position); + RawTensor ref_dst(dst_shape, dt, 1, fixed_point_position); // Fill references for(unsigned int i = 0; i < ref_srcs.size(); ++i) @@ -626,9 +626,9 @@ RawTensor Reference::compute_reference_fully_connected_layer(const TensorShape & DataType dt, bool transpose_weights, int fixed_point_position) { // Create reference - RawTensor ref_src = library->get(input_shape, dt, 1, fixed_point_position); - RawTensor ref_bias = library->get(bias_shape, dt, 1, fixed_point_position); - RawTensor ref_dst = library->get(output_shape, dt, 1, fixed_point_position); + RawTensor ref_src(input_shape, dt, 1, fixed_point_position); + RawTensor ref_bias(bias_shape, dt, 1, fixed_point_position); + RawTensor ref_dst(output_shape, dt, 1, fixed_point_position); // Swap the first and second dimension of weights' shape if transpose_weights is true TensorShape ws = weights_shape; @@ -639,7 +639,7 @@ RawTensor Reference::compute_reference_fully_connected_layer(const TensorShape & ws.set(1, dimx); } - RawTensor ref_weights = library->get(ws, dt, 1, fixed_point_position); + RawTensor ref_weights(ws, dt, 1, fixed_point_position); // Fill reference if(dt == DataType::F16 || dt == DataType::F32) @@ -665,8 +665,8 @@ RawTensor Reference::compute_reference_fully_connected_layer(const TensorShape & RawTensor Reference::compute_reference_normalization_layer(const TensorShape &shape, DataType dt, NormalizationLayerInfo norm_info, int fixed_point_position) { // Create reference - RawTensor ref_src = library->get(shape, dt, 1, fixed_point_position); - RawTensor ref_dst = library->get(shape, dt, 1, fixed_point_position); + RawTensor ref_src(shape, dt, 1, fixed_point_position); + RawTensor ref_dst(shape, dt, 1, fixed_point_position); // Fill reference if(dt == DataType::QS8) @@ -689,8 +689,8 @@ RawTensor Reference::compute_reference_normalization_layer(const TensorShape &sh RawTensor Reference::compute_reference_pooling_layer(const TensorShape &shape_in, const TensorShape &shape_out, DataType dt, PoolingLayerInfo pool_info, int fixed_point_position) { // Create reference - RawTensor ref_src = library->get(shape_in, dt, 1, fixed_point_position); - RawTensor ref_dst = library->get(shape_out, dt, 1, fixed_point_position); + RawTensor ref_src(shape_in, dt, 1, fixed_point_position); + RawTensor ref_dst(shape_out, dt, 1, fixed_point_position); // Fill reference int min = 0; @@ -726,8 +726,8 @@ RawTensor Reference::compute_reference_roi_pooling_layer(const TensorShape &shap shape_dst.set(3, rois.size()); // Create reference - RawTensor ref_src = library->get(shape, dt); - RawTensor ref_dst = library->get(shape_dst, dt); + RawTensor ref_src(shape, dt); + RawTensor ref_dst(shape_dst, dt); // Fill reference std::uniform_real_distribution<> distribution(-1, 1); @@ -742,8 +742,8 @@ RawTensor Reference::compute_reference_roi_pooling_layer(const TensorShape &shap RawTensor Reference::compute_reference_softmax_layer(const TensorShape &shape, DataType dt, int fixed_point_position) { // Create reference - RawTensor ref_src = library->get(shape, dt, 1, fixed_point_position); - RawTensor ref_dst = library->get(shape, dt, 1, fixed_point_position); + RawTensor ref_src(shape, dt, 1, fixed_point_position); + RawTensor ref_dst(shape, dt, 1, fixed_point_position); // Fill reference if(arm_compute::is_data_type_float(dt)) @@ -767,8 +767,8 @@ RawTensor Reference::compute_reference_softmax_layer(const TensorShape &shape, D RawTensor Reference::compute_reference_fixed_point_operation(const TensorShape &shape, DataType dt_in, DataType dt_out, FixedPointOp op, int fixed_point_position) { // Create reference - RawTensor ref_src = library->get(shape, dt_in, 1, fixed_point_position); - RawTensor ref_dst = library->get(shape, dt_out, 1, fixed_point_position); + RawTensor ref_src(shape, dt_in, 1, fixed_point_position); + RawTensor ref_dst(shape, dt_out, 1, fixed_point_position); // Fill reference int min = 0; |