// Auto-generated file. Do not edit! // Template: src/qs8-igemm/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 #include #include #include #include void xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__sse2_ld128( size_t mr, size_t nc, size_t kc, size_t ks, const int8_t** restrict a, const void* restrict w, int8_t* restrict c, size_t cm_stride, size_t cn_stride, size_t a_offset, const int8_t* zero, const union xnn_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(mr != 0); assert(mr <= 3); assert(nc != 0); assert(kc != 0); assert(ks != 0); assert(ks % (3 * sizeof(void*)) == 0); assert(a_offset % sizeof(int8_t) == 0); assert(a != NULL); assert(w != NULL); assert(c != NULL); kc = round_up_po2(kc, 8); int8_t* c0 = c; int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride); if XNN_UNPREDICTABLE(mr < 2) { c1 = c0; } int8_t* c2 = (int8_t*) ((uintptr_t) c1 + cm_stride); if XNN_UNPREDICTABLE(mr <= 2) { c2 = c1; } 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; __m128i vacc2x0 = vacc0x0; __m128i vacc2x1 = vacc0x1; __m128i vacc2x2 = vacc0x2; __m128i vacc2x3 = vacc0x3; w = (const int32_t*) w + 4; size_t p = ks; do { const int8_t* restrict a0 = a[0]; if XNN_UNPREDICTABLE(a0 != zero) { a0 = (const int8_t*) ((uintptr_t) a0 + a_offset); } const int8_t* restrict a1 = a[1]; if XNN_UNPREDICTABLE(a1 != zero) { a1 = (const int8_t*) ((uintptr_t) a1 + a_offset); } const int8_t* restrict a2 = a[2]; if XNN_UNPREDICTABLE(a2 != zero) { a2 = (const int8_t*) ((uintptr_t) a2 + a_offset); } a += 3; size_t k = 0; while (k < kc) { const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0); const __m128i vxa0 = _mm_srai_epi16(_mm_unpacklo_epi8(va0, va0), 8); a0 += 8; const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1); const __m128i vxa1 = _mm_srai_epi16(_mm_unpacklo_epi8(va1, va1), 8); a1 += 8; const __m128i va2 = _mm_loadl_epi64((const __m128i*) a2); const __m128i vxa2 = _mm_srai_epi16(_mm_unpacklo_epi8(va2, va2), 8); a2 += 8; const __m128i vb01 = _mm_load_si128((const __m128i*) w); const __m128i vsb01 = _mm_cmpgt_epi8(_mm_setzero_si128(), vb01); const __m128i vxb0 = _mm_unpacklo_epi8(vb01, vsb01); const __m128i vxb1 = _mm_unpackhi_epi8(vb01, vsb01); vacc0x0 = _mm_add_epi32(vacc0x0, _mm_madd_epi16(vxa0, vxb0)); vacc0x1 = _mm_add_epi32(vacc0x1, _mm_madd_epi16(vxa0, vxb1)); vacc1x0 = _mm_add_epi32(vacc1x0, _mm_madd_epi16(vxa1, vxb0)); vacc1x1 = _mm_add_epi32(vacc1x1, _mm_madd_epi16(vxa1, vxb1)); vacc2x0 = _mm_add_epi32(vacc2x0, _mm_madd_epi16(vxa2, vxb0)); vacc2x1 = _mm_add_epi32(vacc2x1, _mm_madd_epi16(vxa2, vxb1)); const __m128i vb23 = _mm_load_si128((const __m128i*) ((const int8_t*) w + 16)); const __m128i vsb23 = _mm_cmpgt_epi8(_mm_setzero_si128(), vb23); const __m128i vxb2 = _mm_unpacklo_epi8(vb23, vsb23); const __m128i vxb3 = _mm_unpackhi_epi8(vb23, vsb23); vacc0x2 = _mm_add_epi32(vacc0x2, _mm_madd_epi16(vxa0, vxb2)); vacc0x3 = _mm_add_epi32(vacc0x3, _mm_madd_epi16(vxa0, vxb3)); vacc1x2 = _mm_add_epi32(vacc1x2, _mm_madd_epi16(vxa1, vxb2)); vacc1x3 = _mm_add_epi32(vacc1x3, _mm_madd_epi16(vxa1, vxb3)); vacc2x2 = _mm_add_epi32(vacc2x2, _mm_madd_epi16(vxa2, vxb2)); vacc2x3 = _mm_add_epi32(vacc2x3, _mm_madd_epi16(vxa2, vxb3)); w = (const void*) ((const int8_t*) w + 32); k += 8 * sizeof(int8_t); } p -= 3 * sizeof(void*); } while (p != 0); const __m128i vacc0x02 = _mm_add_epi32(_mm_unpacklo_epi32(vacc0x0, vacc0x2), _mm_unpackhi_epi32(vacc0x0, vacc0x2)); const __m128i vacc0x13 = _mm_add_epi32(_mm_unpacklo_epi32(vacc0x1, vacc0x3), _mm_unpackhi_epi32(vacc0x1, vacc0x3)); const __m128i vacc1x02 = _mm_add_epi32(_mm_unpacklo_epi32(vacc1x0, vacc1x2), _mm_unpackhi_epi32(vacc1x0, vacc1x2)); const __m128i vacc1x13 = _mm_add_epi32(_mm_unpacklo_epi32(vacc1x1, vacc1x3), _mm_unpackhi_epi32(vacc1x1, vacc1x3)); const __m128i vacc2x02 = _mm_add_epi32(_mm_unpacklo_epi32(vacc2x0, vacc2x2), _mm_unpackhi_epi32(vacc2x0, vacc2x2)); const __m128i vacc2x13 = _mm_add_epi32(_mm_unpacklo_epi32(vacc2x1, vacc2x3), _mm_unpackhi_epi32(vacc2x1, vacc2x3)); __m128i vacc0x0123 = _mm_add_epi32(_mm_unpacklo_epi32(vacc0x02, vacc0x13), _mm_unpackhi_epi32(vacc0x02, vacc0x13)); __m128i vacc1x0123 = _mm_add_epi32(_mm_unpacklo_epi32(vacc1x02, vacc1x13), _mm_unpackhi_epi32(vacc1x02, vacc1x13)); __m128i vacc2x0123 = _mm_add_epi32(_mm_unpacklo_epi32(vacc2x02, vacc2x13), _mm_unpackhi_epi32(vacc2x02, vacc2x13)); __m128 vscaled0x0123 = _mm_cvtepi32_ps(vacc0x0123); __m128 vscaled1x0123 = _mm_cvtepi32_ps(vacc1x0123); __m128 vscaled2x0123 = _mm_cvtepi32_ps(vacc2x0123); const __m128 vscale0123 = _mm_load_ps((const float*) w); w = (const void*) ((const float*) w + 4); vscaled0x0123 = _mm_mul_ps(vscaled0x0123, vscale0123); vscaled1x0123 = _mm_mul_ps(vscaled1x0123, vscale0123); vscaled2x0123 = _mm_mul_ps(vscaled2x0123, vscale0123); const __m128 voutput_max_less_zero_point = _mm_load_ps(params->fp32_sse2.output_max_less_zero_point); vscaled0x0123 = _mm_min_ps(vscaled0x0123, voutput_max_less_zero_point); vscaled1x0123 = _mm_min_ps(vscaled1x0123, voutput_max_less_zero_point); vscaled2x0123 = _mm_min_ps(vscaled2x0123, voutput_max_less_zero_point); vacc0x0123 = _mm_cvtps_epi32(vscaled0x0123); vacc1x0123 = _mm_cvtps_epi32(vscaled1x0123); vacc2x0123 = _mm_cvtps_epi32(vscaled2x0123); const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse2.output_zero_point); __m128i vacc01x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc1x0123), voutput_zero_point); __m128i vacc22x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc2x0123, vacc2x0123), voutput_zero_point); const __m128i voutput_min = _mm_load_si128((const __m128i*) params->fp32_sse2.output_min); vacc01x0123 = _mm_max_epi16(vacc01x0123, voutput_min); vacc22x0123 = _mm_max_epi16(vacc22x0123, voutput_min); __m128i vout = _mm_packs_epi16(vacc01x0123, vacc22x0123); if (nc >= 4) { unaligned_store_u32(c2, (uint32_t) _mm_cvtsi128_si32(_mm_shuffle_epi32(vout, _MM_SHUFFLE(2, 2, 2, 2)))); c2 = (int8_t*) ((uintptr_t) c2 + cn_stride); unaligned_store_u32(c1, (uint32_t) _mm_cvtsi128_si32(_mm_shuffle_epi32(vout, _MM_SHUFFLE(1, 1, 1, 1)))); c1 = (int8_t*) ((uintptr_t) c1 + cn_stride); unaligned_store_u32(c0, (uint32_t) _mm_cvtsi128_si32(vout)); c0 = (int8_t*) ((uintptr_t) c0 + cn_stride); a = (const int8_t**restrict) ((uintptr_t) a - ks); nc -= 4; } else { if (nc & 2) { unaligned_store_u16(c2, (uint16_t) _mm_extract_epi16(vout, 4)); c2 += 2; unaligned_store_u16(c1, (uint16_t) _mm_extract_epi16(vout, 2)); c1 += 2; unaligned_store_u16(c0, (uint16_t) _mm_extract_epi16(vout, 0)); c0 += 2; vout = _mm_srli_epi32(vout, 16); } if (nc & 1) { *c2 = (int8_t) _mm_extract_epi16(vout, 4); *c1 = (int8_t) _mm_extract_epi16(vout, 2); *c0 = (int8_t) _mm_cvtsi128_si32(vout); } nc = 0; } } while (nc != 0); }