// Auto-generated file. Do not edit! // Template: src/qs8-gemm/MRx4c8-sse.c.in // Generator: tools/xngen // // Copyright 2020 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 #ifdef _MSC_VER #include #else #include #endif #include "xnnpack/common.h" #include "xnnpack/gemm.h" #include "xnnpack/math.h" #include "xnnpack/unaligned.h" void xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__avx_ld64( 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)]) XNN_OOB_READS { assert(mr != 0); assert(mr <= 2); assert(nc != 0); assert(kc != 0); assert(kc % sizeof(int8_t) == 0); assert(a != NULL); assert(w != NULL); assert(c != NULL); kc = round_up_po2(kc, 8 * sizeof(int8_t)); const int8_t* a0 = a; int8_t* c0 = c; const int8_t* a1 = (const int8_t*) ((uintptr_t) a0 + a_stride); int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride); if XNN_UNPREDICTABLE(mr != 2) { a1 = a0; c1 = c0; } const __m128 voutput_max_less_zero_point = _mm_set1_ps((int32_t) params->fp32_scalar.output_max - (int32_t) params->fp32_scalar.output_zero_point); const __m128i voutput_zero_point = _mm_set1_epi16(params->fp32_scalar.output_zero_point); const __m128i voutput_min = _mm_set1_epi8(params->fp32_scalar.output_min); XNN_FORCE_REALIZATION(voutput_max_less_zero_point); XNN_FORCE_REALIZATION(voutput_zero_point); XNN_FORCE_REALIZATION(voutput_min); do { __m128i vacc0x0 = _mm_cvtsi32_si128(((const int*) w)[0]); __m128i vacc0x1 = _mm_cvtsi32_si128(((const int*) w)[1]); __m128i vacc0x2 = _mm_cvtsi32_si128(((const int*) w)[2]); __m128i vacc0x3 = _mm_cvtsi32_si128(((const int*) w)[3]); __m128i vacc1x0 = vacc0x0; __m128i vacc1x1 = vacc0x1; __m128i vacc1x2 = vacc0x2; __m128i vacc1x3 = vacc0x3; w = (const int32_t*) w + 4; size_t k = kc; while (k >= 8 * sizeof(int8_t)) { const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0); const __m128i vxa0 = _mm_cvtepi8_epi16(va0); a0 += 8; const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1); const __m128i vxa1 = _mm_cvtepi8_epi16(va1); a1 += 8; const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w); const __m128i vxb0 = _mm_cvtepi8_epi16(vb0); vacc0x0 = _mm_add_epi32(vacc0x0, _mm_madd_epi16(vxa0, vxb0)); vacc1x0 = _mm_add_epi32(vacc1x0, _mm_madd_epi16(vxa1, vxb0)); const __m128i vb1 = _mm_loadl_epi64((const __m128i*) ((const int8_t*) w + 8)); const __m128i vxb1 = _mm_cvtepi8_epi16(vb1); vacc0x1 = _mm_add_epi32(vacc0x1, _mm_madd_epi16(vxa0, vxb1)); vacc1x1 = _mm_add_epi32(vacc1x1, _mm_madd_epi16(vxa1, vxb1)); const __m128i vb2 = _mm_loadl_epi64((const __m128i*) ((const int8_t*) w + 16)); const __m128i vxb2 = _mm_cvtepi8_epi16(vb2); vacc0x2 = _mm_add_epi32(vacc0x2, _mm_madd_epi16(vxa0, vxb2)); vacc1x2 = _mm_add_epi32(vacc1x2, _mm_madd_epi16(vxa1, vxb2)); const __m128i vb3 = _mm_loadl_epi64((const __m128i*) ((const int8_t*) w + 24)); const __m128i vxb3 = _mm_cvtepi8_epi16(vb3); vacc0x3 = _mm_add_epi32(vacc0x3, _mm_madd_epi16(vxa0, vxb3)); vacc1x3 = _mm_add_epi32(vacc1x3, _mm_madd_epi16(vxa1, vxb3)); w = (const int8_t*) w + 32; k -= 8 * sizeof(int8_t); } const __m128i vacc0x01 = _mm_hadd_epi32(vacc0x0, vacc0x1); const __m128i vacc0x23 = _mm_hadd_epi32(vacc0x2, vacc0x3); const __m128i vacc1x01 = _mm_hadd_epi32(vacc1x0, vacc1x1); const __m128i vacc1x23 = _mm_hadd_epi32(vacc1x2, vacc1x3); __m128i vacc0x0123 = _mm_hadd_epi32(vacc0x01, vacc0x23); __m128i vacc1x0123 = _mm_hadd_epi32(vacc1x01, vacc1x23); __m128 vscaled0x0123 = _mm_cvtepi32_ps(vacc0x0123); __m128 vscaled1x0123 = _mm_cvtepi32_ps(vacc1x0123); const __m128 vscale0123 = _mm_load_ps((const float*) w); w = (const float*) w + 4; vscaled0x0123 = _mm_mul_ps(vscaled0x0123, vscale0123); vscaled1x0123 = _mm_mul_ps(vscaled1x0123, vscale0123); vscaled0x0123 = _mm_min_ps(vscaled0x0123, voutput_max_less_zero_point); vscaled1x0123 = _mm_min_ps(vscaled1x0123, voutput_max_less_zero_point); vacc0x0123 = _mm_cvtps_epi32(vscaled0x0123); vacc1x0123 = _mm_cvtps_epi32(vscaled1x0123); __m128i vacc01x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc1x0123), voutput_zero_point); __m128i vout = _mm_packs_epi16(vacc01x0123, vacc01x0123); vout = _mm_max_epi8(vout, voutput_min); if (nc >= 4) { unaligned_store_u32(c0, (uint32_t) _mm_cvtsi128_si32(vout)); unaligned_store_u32(c1, (uint32_t) _mm_extract_epi32(vout, 1)); c0 = (int8_t*) ((uintptr_t) c0 + cn_stride); c1 = (int8_t*) ((uintptr_t) c1 + cn_stride); a0 = (const int8_t*) ((uintptr_t) a0 - kc); a1 = (const int8_t*) ((uintptr_t) a1 - kc); nc -= 4; } else { if (nc & 2) { unaligned_store_u16(c0, (uint16_t) _mm_extract_epi16(vout, 0)); c0 += 2; unaligned_store_u16(c1, (uint16_t) _mm_extract_epi16(vout, 2)); c1 += 2; vout = _mm_srli_epi32(vout, 16); } if (nc & 1) { *c0 = (int8_t) _mm_extract_epi8(vout, 0); *c1 = (int8_t) _mm_extract_epi8(vout, 4); } nc = 0; } } while (nc != 0); }