// Auto-generated file. Do not edit! // Template: src/f32-gemm/avx-broadcast.c.in // Generator: tools/xngen // // Copyright 2019 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 "xnnpack/common.h" #include "xnnpack/gemm.h" #include "xnnpack/unaligned.h" #include "xnnpack/microparams.h" void xnn_f32_qc8w_gemm_minmax_ukernel_8x16__avx_broadcast( size_t mr, size_t nc, size_t kc, const float* restrict a, size_t a_stride, const void* restrict w, float* restrict c, size_t cm_stride, size_t cn_stride, const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(mr != 0); assert(mr <= 8); assert(nc != 0); assert(kc != 0); assert(kc % sizeof(float) == 0); assert(a != NULL); assert(w != NULL); assert(c != NULL); const float* a0 = a; float* c0 = c; const float* a1 = (const float*) ((uintptr_t) a0 + a_stride); float* c1 = (float*) ((uintptr_t) c0 + cm_stride); if XNN_UNPREDICTABLE(mr < 2) { a1 = a0; c1 = c0; } const float* a2 = (const float*) ((uintptr_t) a1 + a_stride); float* c2 = (float*) ((uintptr_t) c1 + cm_stride); if XNN_UNPREDICTABLE(mr <= 2) { a2 = a1; c2 = c1; } const float* a3 = (const float*) ((uintptr_t) a2 + a_stride); float* c3 = (float*) ((uintptr_t) c2 + cm_stride); if XNN_UNPREDICTABLE(mr < 4) { a3 = a2; c3 = c2; } const float* a4 = (const float*) ((uintptr_t) a3 + a_stride); float* c4 = (float*) ((uintptr_t) c3 + cm_stride); if XNN_UNPREDICTABLE(mr <= 4) { a4 = a3; c4 = c3; } const float* a5 = (const float*) ((uintptr_t) a4 + a_stride); float* c5 = (float*) ((uintptr_t) c4 + cm_stride); if XNN_UNPREDICTABLE(mr < 6) { a5 = a4; c5 = c4; } const float* a6 = (const float*) ((uintptr_t) a5 + a_stride); float* c6 = (float*) ((uintptr_t) c5 + cm_stride); if XNN_UNPREDICTABLE(mr <= 6) { a6 = a5; c6 = c5; } const float* a7 = (const float*) ((uintptr_t) a6 + a_stride); float* c7 = (float*) ((uintptr_t) c6 + cm_stride); if XNN_UNPREDICTABLE(mr != 8) { a7 = a6; c7 = c6; } const __m256 vmin = _mm256_set1_ps(params->scalar.min); const __m256 vmax = _mm256_set1_ps(params->scalar.max); XNN_FORCE_REALIZATION(vmin); XNN_FORCE_REALIZATION(vmax); do { __m256 vacc0x01234567 = _mm256_loadu_ps((const float*) w + 0); __m256 vacc0x89ABCDEF = _mm256_loadu_ps((const float*) w + 8); __m256 vacc1x01234567 = vacc0x01234567; __m256 vacc1x89ABCDEF = vacc0x89ABCDEF; __m256 vacc2x01234567 = vacc0x01234567; __m256 vacc2x89ABCDEF = vacc0x89ABCDEF; __m256 vacc3x01234567 = vacc0x01234567; __m256 vacc3x89ABCDEF = vacc0x89ABCDEF; __m256 vacc4x01234567 = vacc0x01234567; __m256 vacc4x89ABCDEF = vacc0x89ABCDEF; __m256 vacc5x01234567 = vacc0x01234567; __m256 vacc5x89ABCDEF = vacc0x89ABCDEF; __m256 vacc6x01234567 = vacc0x01234567; __m256 vacc6x89ABCDEF = vacc0x89ABCDEF; __m256 vacc7x01234567 = vacc0x01234567; __m256 vacc7x89ABCDEF = vacc0x89ABCDEF; w = (const float*) w + 16; size_t k = kc; do { const __m256 va0 = _mm256_broadcast_ss(a0); a0 += 1; const __m256 va1 = _mm256_broadcast_ss(a1); a1 += 1; const __m256 va2 = _mm256_broadcast_ss(a2); a2 += 1; const __m256 va3 = _mm256_broadcast_ss(a3); a3 += 1; const __m256 va4 = _mm256_broadcast_ss(a4); a4 += 1; const __m256 va5 = _mm256_broadcast_ss(a5); a5 += 1; const __m256 va6 = _mm256_broadcast_ss(a6); a6 += 1; const __m256 va7 = _mm256_broadcast_ss(a7); a7 += 1; const __m128i vbi0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_u32((const int8_t*) w))); const __m128i vbi4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_u32((const int8_t*) w + 4))); const __m128i vbi89AB = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_u32((const int8_t*) w + 8))); const __m128i vbiCDEF = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_u32((const int8_t*) w + 12))); const __m256i vbi01234567 = _mm256_castps_si256(_mm256_insertf128_ps(_mm256_castsi256_ps(_mm256_castsi128_si256(vbi0123)), _mm_castsi128_ps(vbi4567), 1)); const __m256i vbi89ABCDEF = _mm256_castps_si256(_mm256_insertf128_ps(_mm256_castsi256_ps(_mm256_castsi128_si256(vbi89AB)), _mm_castsi128_ps(vbiCDEF), 1)); w = (const int8_t*) w + 16; const __m256 vb01234567 = _mm256_cvtepi32_ps(vbi01234567); const __m256 vb89ABCDEF = _mm256_cvtepi32_ps(vbi89ABCDEF); vacc0x01234567 = _mm256_add_ps(vacc0x01234567, _mm256_mul_ps(va0, vb01234567)); vacc1x01234567 = _mm256_add_ps(vacc1x01234567, _mm256_mul_ps(va1, vb01234567)); vacc2x01234567 = _mm256_add_ps(vacc2x01234567, _mm256_mul_ps(va2, vb01234567)); vacc3x01234567 = _mm256_add_ps(vacc3x01234567, _mm256_mul_ps(va3, vb01234567)); vacc4x01234567 = _mm256_add_ps(vacc4x01234567, _mm256_mul_ps(va4, vb01234567)); vacc5x01234567 = _mm256_add_ps(vacc5x01234567, _mm256_mul_ps(va5, vb01234567)); vacc6x01234567 = _mm256_add_ps(vacc6x01234567, _mm256_mul_ps(va6, vb01234567)); vacc7x01234567 = _mm256_add_ps(vacc7x01234567, _mm256_mul_ps(va7, vb01234567)); vacc0x89ABCDEF = _mm256_add_ps(vacc0x89ABCDEF, _mm256_mul_ps(va0, vb89ABCDEF)); vacc1x89ABCDEF = _mm256_add_ps(vacc1x89ABCDEF, _mm256_mul_ps(va1, vb89ABCDEF)); vacc2x89ABCDEF = _mm256_add_ps(vacc2x89ABCDEF, _mm256_mul_ps(va2, vb89ABCDEF)); vacc3x89ABCDEF = _mm256_add_ps(vacc3x89ABCDEF, _mm256_mul_ps(va3, vb89ABCDEF)); vacc4x89ABCDEF = _mm256_add_ps(vacc4x89ABCDEF, _mm256_mul_ps(va4, vb89ABCDEF)); vacc5x89ABCDEF = _mm256_add_ps(vacc5x89ABCDEF, _mm256_mul_ps(va5, vb89ABCDEF)); vacc6x89ABCDEF = _mm256_add_ps(vacc6x89ABCDEF, _mm256_mul_ps(va6, vb89ABCDEF)); vacc7x89ABCDEF = _mm256_add_ps(vacc7x89ABCDEF, _mm256_mul_ps(va7, vb89ABCDEF)); k -= sizeof(float); } while (k != 0); const __m256 vscale01234567 = _mm256_loadu_ps((const float*) w + 0); vacc0x01234567 = _mm256_mul_ps(vacc0x01234567, vscale01234567); vacc1x01234567 = _mm256_mul_ps(vacc1x01234567, vscale01234567); vacc2x01234567 = _mm256_mul_ps(vacc2x01234567, vscale01234567); vacc3x01234567 = _mm256_mul_ps(vacc3x01234567, vscale01234567); vacc4x01234567 = _mm256_mul_ps(vacc4x01234567, vscale01234567); vacc5x01234567 = _mm256_mul_ps(vacc5x01234567, vscale01234567); vacc6x01234567 = _mm256_mul_ps(vacc6x01234567, vscale01234567); vacc7x01234567 = _mm256_mul_ps(vacc7x01234567, vscale01234567); const __m256 vscale89ABCDEF = _mm256_loadu_ps((const float*) w + 8); vacc0x89ABCDEF = _mm256_mul_ps(vacc0x89ABCDEF, vscale89ABCDEF); vacc1x89ABCDEF = _mm256_mul_ps(vacc1x89ABCDEF, vscale89ABCDEF); vacc2x89ABCDEF = _mm256_mul_ps(vacc2x89ABCDEF, vscale89ABCDEF); vacc3x89ABCDEF = _mm256_mul_ps(vacc3x89ABCDEF, vscale89ABCDEF); vacc4x89ABCDEF = _mm256_mul_ps(vacc4x89ABCDEF, vscale89ABCDEF); vacc5x89ABCDEF = _mm256_mul_ps(vacc5x89ABCDEF, vscale89ABCDEF); vacc6x89ABCDEF = _mm256_mul_ps(vacc6x89ABCDEF, vscale89ABCDEF); vacc7x89ABCDEF = _mm256_mul_ps(vacc7x89ABCDEF, vscale89ABCDEF); w = (const float*) w + 16; vacc0x01234567 = _mm256_max_ps(vmin, vacc0x01234567); vacc1x01234567 = _mm256_max_ps(vmin, vacc1x01234567); vacc2x01234567 = _mm256_max_ps(vmin, vacc2x01234567); vacc3x01234567 = _mm256_max_ps(vmin, vacc3x01234567); vacc4x01234567 = _mm256_max_ps(vmin, vacc4x01234567); vacc5x01234567 = _mm256_max_ps(vmin, vacc5x01234567); vacc6x01234567 = _mm256_max_ps(vmin, vacc6x01234567); vacc7x01234567 = _mm256_max_ps(vmin, vacc7x01234567); vacc0x89ABCDEF = _mm256_max_ps(vmin, vacc0x89ABCDEF); vacc1x89ABCDEF = _mm256_max_ps(vmin, vacc1x89ABCDEF); vacc2x89ABCDEF = _mm256_max_ps(vmin, vacc2x89ABCDEF); vacc3x89ABCDEF = _mm256_max_ps(vmin, vacc3x89ABCDEF); vacc4x89ABCDEF = _mm256_max_ps(vmin, vacc4x89ABCDEF); vacc5x89ABCDEF = _mm256_max_ps(vmin, vacc5x89ABCDEF); vacc6x89ABCDEF = _mm256_max_ps(vmin, vacc6x89ABCDEF); vacc7x89ABCDEF = _mm256_max_ps(vmin, vacc7x89ABCDEF); vacc0x01234567 = _mm256_min_ps(vmax, vacc0x01234567); vacc1x01234567 = _mm256_min_ps(vmax, vacc1x01234567); vacc2x01234567 = _mm256_min_ps(vmax, vacc2x01234567); vacc3x01234567 = _mm256_min_ps(vmax, vacc3x01234567); vacc4x01234567 = _mm256_min_ps(vmax, vacc4x01234567); vacc5x01234567 = _mm256_min_ps(vmax, vacc5x01234567); vacc6x01234567 = _mm256_min_ps(vmax, vacc6x01234567); vacc7x01234567 = _mm256_min_ps(vmax, vacc7x01234567); vacc0x89ABCDEF = _mm256_min_ps(vmax, vacc0x89ABCDEF); vacc1x89ABCDEF = _mm256_min_ps(vmax, vacc1x89ABCDEF); vacc2x89ABCDEF = _mm256_min_ps(vmax, vacc2x89ABCDEF); vacc3x89ABCDEF = _mm256_min_ps(vmax, vacc3x89ABCDEF); vacc4x89ABCDEF = _mm256_min_ps(vmax, vacc4x89ABCDEF); vacc5x89ABCDEF = _mm256_min_ps(vmax, vacc5x89ABCDEF); vacc6x89ABCDEF = _mm256_min_ps(vmax, vacc6x89ABCDEF); vacc7x89ABCDEF = _mm256_min_ps(vmax, vacc7x89ABCDEF); if XNN_LIKELY(nc >= 16) { _mm256_storeu_ps(c0, vacc0x01234567); _mm256_storeu_ps(c0 + 8, vacc0x89ABCDEF); c0 = (float*) ((uintptr_t) c0 + cn_stride); _mm256_storeu_ps(c1, vacc1x01234567); _mm256_storeu_ps(c1 + 8, vacc1x89ABCDEF); c1 = (float*) ((uintptr_t) c1 + cn_stride); _mm256_storeu_ps(c2, vacc2x01234567); _mm256_storeu_ps(c2 + 8, vacc2x89ABCDEF); c2 = (float*) ((uintptr_t) c2 + cn_stride); _mm256_storeu_ps(c3, vacc3x01234567); _mm256_storeu_ps(c3 + 8, vacc3x89ABCDEF); c3 = (float*) ((uintptr_t) c3 + cn_stride); _mm256_storeu_ps(c4, vacc4x01234567); _mm256_storeu_ps(c4 + 8, vacc4x89ABCDEF); c4 = (float*) ((uintptr_t) c4 + cn_stride); _mm256_storeu_ps(c5, vacc5x01234567); _mm256_storeu_ps(c5 + 8, vacc5x89ABCDEF); c5 = (float*) ((uintptr_t) c5 + cn_stride); _mm256_storeu_ps(c6, vacc6x01234567); _mm256_storeu_ps(c6 + 8, vacc6x89ABCDEF); c6 = (float*) ((uintptr_t) c6 + cn_stride); _mm256_storeu_ps(c7, vacc7x01234567); _mm256_storeu_ps(c7 + 8, vacc7x89ABCDEF); c7 = (float*) ((uintptr_t) c7 + cn_stride); a0 = (const float*) ((uintptr_t) a0 - kc); a1 = (const float*) ((uintptr_t) a1 - kc); a2 = (const float*) ((uintptr_t) a2 - kc); a3 = (const float*) ((uintptr_t) a3 - kc); a4 = (const float*) ((uintptr_t) a4 - kc); a5 = (const float*) ((uintptr_t) a5 - kc); a6 = (const float*) ((uintptr_t) a6 - kc); a7 = (const float*) ((uintptr_t) a7 - kc); nc -= 16; } else { if (nc & 8) { _mm256_storeu_ps(c0, vacc0x01234567); _mm256_storeu_ps(c1, vacc1x01234567); _mm256_storeu_ps(c2, vacc2x01234567); _mm256_storeu_ps(c3, vacc3x01234567); _mm256_storeu_ps(c4, vacc4x01234567); _mm256_storeu_ps(c5, vacc5x01234567); _mm256_storeu_ps(c6, vacc6x01234567); _mm256_storeu_ps(c7, vacc7x01234567); vacc0x01234567 = vacc0x89ABCDEF; vacc1x01234567 = vacc1x89ABCDEF; vacc2x01234567 = vacc2x89ABCDEF; vacc3x01234567 = vacc3x89ABCDEF; vacc4x01234567 = vacc4x89ABCDEF; vacc5x01234567 = vacc5x89ABCDEF; vacc6x01234567 = vacc6x89ABCDEF; vacc7x01234567 = vacc7x89ABCDEF; c0 += 8; c1 += 8; c2 += 8; c3 += 8; c4 += 8; c5 += 8; c6 += 8; c7 += 8; } __m128 vacc0x0123 = _mm256_castps256_ps128(vacc0x01234567); __m128 vacc1x0123 = _mm256_castps256_ps128(vacc1x01234567); __m128 vacc2x0123 = _mm256_castps256_ps128(vacc2x01234567); __m128 vacc3x0123 = _mm256_castps256_ps128(vacc3x01234567); __m128 vacc4x0123 = _mm256_castps256_ps128(vacc4x01234567); __m128 vacc5x0123 = _mm256_castps256_ps128(vacc5x01234567); __m128 vacc6x0123 = _mm256_castps256_ps128(vacc6x01234567); __m128 vacc7x0123 = _mm256_castps256_ps128(vacc7x01234567); if (nc & 4) { _mm_storeu_ps(c0, vacc0x0123); _mm_storeu_ps(c1, vacc1x0123); _mm_storeu_ps(c2, vacc2x0123); _mm_storeu_ps(c3, vacc3x0123); _mm_storeu_ps(c4, vacc4x0123); _mm_storeu_ps(c5, vacc5x0123); _mm_storeu_ps(c6, vacc6x0123); _mm_storeu_ps(c7, vacc7x0123); vacc0x0123 = _mm256_extractf128_ps(vacc0x01234567, 1); vacc1x0123 = _mm256_extractf128_ps(vacc1x01234567, 1); vacc2x0123 = _mm256_extractf128_ps(vacc2x01234567, 1); vacc3x0123 = _mm256_extractf128_ps(vacc3x01234567, 1); vacc4x0123 = _mm256_extractf128_ps(vacc4x01234567, 1); vacc5x0123 = _mm256_extractf128_ps(vacc5x01234567, 1); vacc6x0123 = _mm256_extractf128_ps(vacc6x01234567, 1); vacc7x0123 = _mm256_extractf128_ps(vacc7x01234567, 1); c0 += 4; c1 += 4; c2 += 4; c3 += 4; c4 += 4; c5 += 4; c6 += 4; c7 += 4; } if (nc & 2) { _mm_storel_pi((__m64*) c0, vacc0x0123); _mm_storel_pi((__m64*) c1, vacc1x0123); _mm_storel_pi((__m64*) c2, vacc2x0123); _mm_storel_pi((__m64*) c3, vacc3x0123); _mm_storel_pi((__m64*) c4, vacc4x0123); _mm_storel_pi((__m64*) c5, vacc5x0123); _mm_storel_pi((__m64*) c6, vacc6x0123); _mm_storel_pi((__m64*) c7, vacc7x0123); vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123); vacc1x0123 = _mm_movehl_ps(vacc1x0123, vacc1x0123); vacc2x0123 = _mm_movehl_ps(vacc2x0123, vacc2x0123); vacc3x0123 = _mm_movehl_ps(vacc3x0123, vacc3x0123); vacc4x0123 = _mm_movehl_ps(vacc4x0123, vacc4x0123); vacc5x0123 = _mm_movehl_ps(vacc5x0123, vacc5x0123); vacc6x0123 = _mm_movehl_ps(vacc6x0123, vacc6x0123); vacc7x0123 = _mm_movehl_ps(vacc7x0123, vacc7x0123); c0 += 2; c1 += 2; c2 += 2; c3 += 2; c4 += 2; c5 += 2; c6 += 2; c7 += 2; } if (nc & 1) { _mm_store_ss(c0, vacc0x0123); _mm_store_ss(c1, vacc1x0123); _mm_store_ss(c2, vacc2x0123); _mm_store_ss(c3, vacc3x0123); _mm_store_ss(c4, vacc4x0123); _mm_store_ss(c5, vacc5x0123); _mm_store_ss(c6, vacc6x0123); _mm_store_ss(c7, vacc7x0123); } nc = 0; } } while (nc != 0); }