3 // This source code is licensed under the BSD-style license found in the
6 #include "convolution-test-helpers.h"
52             for (size_t oc = 0; oc < group_output_channels; oc++) {  in compute_convolution_qs8_reference_results()  local
53 …ators[(((i * output_height + oy) * output_width + ox) * groups + g) * group_output_channels + oc] =  in compute_convolution_qs8_reference_results()
54                   bias[g * group_output_channels + oc];  in compute_convolution_qs8_reference_results()
60           const size_t iy = oy * subsampling_height + ky * dilation_height - input_padding_top;  in compute_convolution_qs8_reference_results()
63               const size_t ix = ox * subsampling_width + kx * dilation_width - input_padding_left;  in compute_convolution_qs8_reference_results()
66                   for (size_t oc = 0; oc < group_output_channels; oc++) {  in compute_convolution_qs8_reference_results()  local
68 …tors[(((i * output_height + oy) * output_width + ox) * groups + g) * group_output_channels + oc] +=  in compute_convolution_qs8_reference_results()
70                                     g * group_input_channels + ic]) -  in compute_convolution_qs8_reference_results()
72 …int32_t(filter[(((g * group_output_channels + oc) * kernel_height + ky) * kernel_width + kx) * gro…  in compute_convolution_qs8_reference_results()
177             for (size_t oc = 0; oc < group_output_channels; oc++) {  in compute_convolution_qu8_reference_results()  local
178 …ators[(((i * output_height + oy) * output_width + ox) * groups + g) * group_output_channels + oc] =  in compute_convolution_qu8_reference_results()
179                   bias[g * group_output_channels + oc];  in compute_convolution_qu8_reference_results()
185           const size_t iy = oy * subsampling_height + ky * dilation_height - input_padding_top;  in compute_convolution_qu8_reference_results()
188               const size_t ix = ox * subsampling_width + kx * dilation_width - input_padding_left;  in compute_convolution_qu8_reference_results()
191                   for (size_t oc = 0; oc < group_output_channels; oc++) {  in compute_convolution_qu8_reference_results()  local
193 …tors[(((i * output_height + oy) * output_width + ox) * groups + g) * group_output_channels + oc] +=  in compute_convolution_qu8_reference_results()
194 …* input_height + iy) * input_width + ix) * input_channel_stride + g * group_input_channels + ic]) -  in compute_convolution_qu8_reference_results()
196 …ilter[(((g * group_output_channels + oc) * kernel_height + ky) * kernel_width + kx) * group_input_…  in compute_convolution_qu8_reference_results()
301             for (size_t oc = 0; oc < depth_multiplier; oc++) {  in compute_depthwise_convolution_qs8_reference_results()  local
302 …rs[(((i * output_height + oy) * output_width + ox) * input_channels + g) * depth_multiplier + oc] =  in compute_depthwise_convolution_qs8_reference_results()
303                   bias[g * depth_multiplier + oc];  in compute_depthwise_convolution_qs8_reference_results()
309           const size_t iy = oy * subsampling_height + ky * dilation_height - input_padding_top;  in compute_depthwise_convolution_qs8_reference_results()
312               const size_t ix = ox * subsampling_width + kx * dilation_width - input_padding_left;  in compute_depthwise_convolution_qs8_reference_results()
315                   for (size_t oc = 0; oc < depth_multiplier; oc++) {  in compute_depthwise_convolution_qs8_reference_results()  local
316 …s[(((i * output_height + oy) * output_width + ox) * input_channels + g) * depth_multiplier + oc] +=  in compute_depthwise_convolution_qs8_reference_results()
317 …t[((i * input_height + iy) * input_width + ix) * input_channel_stride + g]) - int32_t(input_zero_p…  in compute_depthwise_convolution_qs8_reference_results()
318 …          int32_t(filter[((ky * kernel_width + kx) * input_channels + g) * depth_multiplier + oc]);  in compute_depthwise_convolution_qs8_reference_results()
419             for (size_t oc = 0; oc < depth_multiplier; oc++) {  in compute_depthwise_convolution_qu8_reference_results()  local
420 …rs[(((i * output_height + oy) * output_width + ox) * input_channels + g) * depth_multiplier + oc] =  in compute_depthwise_convolution_qu8_reference_results()
421                   bias[g * depth_multiplier + oc];  in compute_depthwise_convolution_qu8_reference_results()
427           const size_t iy = oy * subsampling_height + ky * dilation_height - input_padding_top;  in compute_depthwise_convolution_qu8_reference_results()
430               const size_t ix = ox * subsampling_width + kx * dilation_width - input_padding_left;  in compute_depthwise_convolution_qu8_reference_results()
433                   for (size_t oc = 0; oc < depth_multiplier; oc++) {  in compute_depthwise_convolution_qu8_reference_results()  local
434 …s[(((i * output_height + oy) * output_width + ox) * input_channels + g) * depth_multiplier + oc] +=  in compute_depthwise_convolution_qu8_reference_results()
435 …t[((i * input_height + iy) * input_width + ix) * input_channel_stride + g]) - int32_t(input_zero_p…  in compute_depthwise_convolution_qu8_reference_results()
436 …ter[((ky * kernel_width + kx) * input_channels + g) * depth_multiplier + oc]) - int32_t(kernel_zer…  in compute_depthwise_convolution_qu8_reference_results()