// Auto-generated file. Do not edit! // Template: src/qs8-dwconv/unipass-scalar.c.in // Generator: tools/xngen // // Copyright 2021 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. #include #include #include #include "xnnpack/common.h" #include "xnnpack/dwconv.h" #include "xnnpack/math.h" #include "xnnpack/microparams.h" #include "xnnpack/unaligned.h" void xnn_qs8_qc8w_dwconv_minmax_fp32_ukernel_3p1c__scalar_fmagic( size_t channels, size_t output_width, const int8_t** input, const void* weights, int8_t* output, intptr_t input_stride, size_t output_increment, size_t input_offset, const int8_t* zero, const union xnn_qs8_qc8w_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(channels != 0); assert(output_width != 0); const float voutput_min_less_zero_point = (int32_t) params->fp32_scalar.output_min - (int32_t) params->fp32_scalar.output_zero_point; const float voutput_max_less_zero_point = (int32_t) params->fp32_scalar.output_max - (int32_t) params->fp32_scalar.output_zero_point; const float vmagic_bias = 12582912.0f; const int32_t vmagic_bias_less_output_zero_point = INT32_C(0x4B400000) - (int32_t) params->fp32_scalar.output_zero_point; do { const int8_t* i0 = input[0]; assert(i0 != NULL); if XNN_UNPREDICTABLE(i0 != zero) { i0 = (const int8_t*) ((uintptr_t) i0 + input_offset); } const int8_t* i1 = input[1]; assert(i1 != NULL); if XNN_UNPREDICTABLE(i1 != zero) { i1 = (const int8_t*) ((uintptr_t) i1 + input_offset); } const int8_t* i2 = input[2]; assert(i2 != NULL); if XNN_UNPREDICTABLE(i2 != zero) { i2 = (const int8_t*) ((uintptr_t) i2 + input_offset); } input = (const int8_t**) ((uintptr_t) input + input_stride); size_t c = channels; const void* w = weights; do { int32_t vacc = unaligned_load_s32(w); const int32_t vi0 = (int32_t) *i0++; const int32_t vk0 = ((const int8_t*) ((uintptr_t) w + sizeof(int32_t)))[0]; vacc += vi0 * vk0; const int32_t vi1 = (int32_t) *i1++; const int32_t vk1 = ((const int8_t*) ((uintptr_t) w + sizeof(int32_t)))[1]; vacc += vi1 * vk1; const int32_t vi2 = (int32_t) *i2++; const int32_t vk2 = ((const int8_t*) ((uintptr_t) w + sizeof(int32_t)))[2]; vacc += vi2 * vk2; w = (const void*) ((uintptr_t) w + sizeof(int32_t) + 3 * sizeof(int8_t)); const float vscale = unaligned_load_f32(w); w = (const void*) ((const float*) w + 1); float vfpacc = (float) vacc * vscale; vfpacc = math_max_f32(vfpacc, voutput_min_less_zero_point); vfpacc = math_min_f32(vfpacc, voutput_max_less_zero_point); vfpacc += vmagic_bias; int32_t vout = (int32_t) float_as_uint32(vfpacc) - vmagic_bias_less_output_zero_point; *output++ = (int8_t) vout; } while (--c != 0); output = (int8_t*) ((uintptr_t) output + output_increment); } while (--output_width != 0); }