// Auto-generated file. Do not edit! // Template: src/qs8-gemm/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 "xnnpack/gemm.h" #include "xnnpack/math.h" void xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4__scalar_imagic( size_t mr, size_t nc, size_t kc, const int8_t* restrict a, size_t a_stride, const void* restrict w, int8_t* restrict c, size_t cm_stride, size_t cn_stride, const union xnn_qs8_qc8w_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(mr != 0); assert(mr <= 1); assert(nc != 0); assert(kc != 0); const int8_t* a0 = a; int8_t* c0 = c; const int32_t output_min_less_zero_point = (int32_t) params->fp32_scalar.output_min - (int32_t) params->fp32_scalar.output_zero_point; const int32_t output_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_min = (int32_t) float_as_uint32(12582912.0f + output_min_less_zero_point); const int32_t vmagic_max = (int32_t) float_as_uint32(12582912.0f + output_max_less_zero_point); const int32_t vmagic_bias_less_zero_point = INT32_C(0x4B400000) - (int32_t) params->fp32_scalar.output_zero_point; do { int32_t vacc0x0 = ((const int32_t*) w)[0]; int32_t vacc0x1 = ((const int32_t*) w)[1]; int32_t vacc0x2 = ((const int32_t*) w)[2]; int32_t vacc0x3 = ((const int32_t*) w)[3]; w = (const int32_t*) w + 4; size_t k = kc; do { const int32_t va0 = (int32_t) *a0++; const int32_t vb0 = (int32_t) ((const int8_t*) w)[0]; const int32_t vb1 = (int32_t) ((const int8_t*) w)[1]; const int32_t vb2 = (int32_t) ((const int8_t*) w)[2]; const int32_t vb3 = (int32_t) ((const int8_t*) w)[3]; w = (const int8_t*) w + 4; vacc0x0 += va0 * vb0; vacc0x1 += va0 * vb1; vacc0x2 += va0 * vb2; vacc0x3 += va0 * vb3; k -= sizeof(int8_t); } while (k != 0); float vfpacc0x0 = (float) vacc0x0; float vfpacc0x1 = (float) vacc0x1; float vfpacc0x2 = (float) vacc0x2; float vfpacc0x3 = (float) vacc0x3; const float vscale0 = ((const float*) w)[0]; vfpacc0x0 *= vscale0; const float vscale1 = ((const float*) w)[1]; vfpacc0x1 *= vscale1; const float vscale2 = ((const float*) w)[2]; vfpacc0x2 *= vscale2; const float vscale3 = ((const float*) w)[3]; vfpacc0x3 *= vscale3; w = (const void*) ((const float*) w + 4); vfpacc0x0 += vmagic_bias; vfpacc0x1 += vmagic_bias; vfpacc0x2 += vmagic_bias; vfpacc0x3 += vmagic_bias; int32_t vout0x0 = (int32_t) float_as_uint32(vfpacc0x0); int32_t vout0x1 = (int32_t) float_as_uint32(vfpacc0x1); int32_t vout0x2 = (int32_t) float_as_uint32(vfpacc0x2); int32_t vout0x3 = (int32_t) float_as_uint32(vfpacc0x3); vout0x0 = math_max_s32(vout0x0, vmagic_min); vout0x1 = math_max_s32(vout0x1, vmagic_min); vout0x2 = math_max_s32(vout0x2, vmagic_min); vout0x3 = math_max_s32(vout0x3, vmagic_min); vout0x0 = math_min_s32(vout0x0, vmagic_max); vout0x1 = math_min_s32(vout0x1, vmagic_max); vout0x2 = math_min_s32(vout0x2, vmagic_max); vout0x3 = math_min_s32(vout0x3, vmagic_max); vout0x0 -= vmagic_bias_less_zero_point; vout0x1 -= vmagic_bias_less_zero_point; vout0x2 -= vmagic_bias_less_zero_point; vout0x3 -= vmagic_bias_less_zero_point; if XNN_LIKELY(nc >= 4) { c0[0] = (int8_t) vout0x0; c0[1] = (int8_t) vout0x1; c0[2] = (int8_t) vout0x2; c0[3] = (int8_t) vout0x3; a0 = (const int8_t*) ((uintptr_t) a0 - kc); c0 = (int8_t*) ((uintptr_t) c0 + cn_stride); nc -= 4; } else { if (nc & 2) { c0[0] = (int8_t) vout0x0; c0[1] = (int8_t) vout0x1; vout0x0 = vout0x2; c0 += 2; } if (nc & 1) { c0[0] = (int8_t) vout0x0; } nc = 0; } } while (nc != 0); }