// 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 void xnn_qu8_dwconv_minmax_fp32_ukernel_up1x9__scalar_fmagic( size_t channels, size_t output_width, const uint8_t** input, const void* weights, uint8_t* output, size_t input_stride, size_t output_increment, size_t input_offset, const uint8_t* zero, const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(channels != 0); assert(output_width != 0); const float vscale = params->fp32_scalar_fmagic.scale; const float voutput_min_less_zero_point = params->fp32_scalar_fmagic.output_min_less_zero_point; const float voutput_max_less_zero_point = params->fp32_scalar_fmagic.output_max_less_zero_point; const float vmagic_bias = params->fp32_scalar_fmagic.magic_bias; const int32_t vmagic_bias_less_output_zero_point = params->fp32_scalar_fmagic.magic_bias_less_output_zero_point; const int32_t vkernel_zero_point = params->fp32_scalar_fmagic.kernel_zero_point; do { const uint8_t* i0 = input[0]; assert(i0 != NULL); if XNN_UNPREDICTABLE(i0 != zero) { i0 = (const uint8_t*) ((uintptr_t) i0 + input_offset); } const uint8_t* i1 = input[1]; assert(i1 != NULL); if XNN_UNPREDICTABLE(i1 != zero) { i1 = (const uint8_t*) ((uintptr_t) i1 + input_offset); } const uint8_t* i2 = input[2]; assert(i2 != NULL); if XNN_UNPREDICTABLE(i2 != zero) { i2 = (const uint8_t*) ((uintptr_t) i2 + input_offset); } const uint8_t* i3 = input[3]; assert(i3 != NULL); if XNN_UNPREDICTABLE(i3 != zero) { i3 = (const uint8_t*) ((uintptr_t) i3 + input_offset); } const uint8_t* i4 = input[4]; assert(i4 != NULL); if XNN_UNPREDICTABLE(i4 != zero) { i4 = (const uint8_t*) ((uintptr_t) i4 + input_offset); } const uint8_t* i5 = input[5]; assert(i5 != NULL); if XNN_UNPREDICTABLE(i5 != zero) { i5 = (const uint8_t*) ((uintptr_t) i5 + input_offset); } const uint8_t* i6 = input[6]; assert(i6 != NULL); if XNN_UNPREDICTABLE(i6 != zero) { i6 = (const uint8_t*) ((uintptr_t) i6 + input_offset); } const uint8_t* i7 = input[7]; assert(i7 != NULL); if XNN_UNPREDICTABLE(i7 != zero) { i7 = (const uint8_t*) ((uintptr_t) i7 + input_offset); } const uint8_t* i8 = input[8]; assert(i8 != NULL); if XNN_UNPREDICTABLE(i8 != zero) { i8 = (const uint8_t*) ((uintptr_t) i8 + input_offset); } input = (const uint8_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) (uint32_t) *i0++; const int32_t vk0 = (int32_t) (uint32_t) ((const uint8_t*) ((uintptr_t) w + sizeof(int32_t)))[0] - vkernel_zero_point; vacc += vi0 * vk0; const int32_t vi1 = (int32_t) (uint32_t) *i1++; const int32_t vk1 = (int32_t) (uint32_t) ((const uint8_t*) ((uintptr_t) w + sizeof(int32_t)))[1] - vkernel_zero_point; vacc += vi1 * vk1; const int32_t vi2 = (int32_t) (uint32_t) *i2++; const int32_t vk2 = (int32_t) (uint32_t) ((const uint8_t*) ((uintptr_t) w + sizeof(int32_t)))[2] - vkernel_zero_point; vacc += vi2 * vk2; const int32_t vi3 = (int32_t) (uint32_t) *i3++; const int32_t vk3 = (int32_t) (uint32_t) ((const uint8_t*) ((uintptr_t) w + sizeof(int32_t)))[3] - vkernel_zero_point; vacc += vi3 * vk3; const int32_t vi4 = (int32_t) (uint32_t) *i4++; const int32_t vk4 = (int32_t) (uint32_t) ((const uint8_t*) ((uintptr_t) w + sizeof(int32_t)))[4] - vkernel_zero_point; vacc += vi4 * vk4; const int32_t vi5 = (int32_t) (uint32_t) *i5++; const int32_t vk5 = (int32_t) (uint32_t) ((const uint8_t*) ((uintptr_t) w + sizeof(int32_t)))[5] - vkernel_zero_point; vacc += vi5 * vk5; const int32_t vi6 = (int32_t) (uint32_t) *i6++; const int32_t vk6 = (int32_t) (uint32_t) ((const uint8_t*) ((uintptr_t) w + sizeof(int32_t)))[6] - vkernel_zero_point; vacc += vi6 * vk6; const int32_t vi7 = (int32_t) (uint32_t) *i7++; const int32_t vk7 = (int32_t) (uint32_t) ((const uint8_t*) ((uintptr_t) w + sizeof(int32_t)))[7] - vkernel_zero_point; vacc += vi7 * vk7; const int32_t vi8 = (int32_t) (uint32_t) *i8++; const int32_t vk8 = (int32_t) (uint32_t) ((const uint8_t*) ((uintptr_t) w + sizeof(int32_t)))[8] - vkernel_zero_point; vacc += vi8 * vk8; w = (const void*) ((uintptr_t) w + sizeof(int32_t) + 9 * sizeof(uint8_t)); 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++ = (uint8_t) vout; } while (--c != 0); output = (uint8_t*) ((uintptr_t) output + output_increment); } while (--output_width != 0); }