// Auto-generated file. Do not edit! // Template: src/f32-qc4w-gemm/avx-broadcast.c.in // Generator: tools/xngen // // Copyright 2023 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 "xnnpack/gemm.h" void xnn_f32_qc4w_gemm_minmax_ukernel_1x16__avx2_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 struct xnn_f32_qc4w_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(mr != 0); assert(mr <= 1); 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 __m256i vmagic_bias_c0 = _mm256_set1_epi32(0x4B0000F0); const __m256i vmagic_bias_c1 = _mm256_set1_epi32(0x4900000F); const __m256 vmagic_bias_plus_kernel_zero_point_c0 = _mm256_set1_ps(0x1.0001E0p+23f + (float) params->scalar.kernel_zero_point); const __m256 vmagic_bias_plus_kernel_zero_point_c1 = _mm256_set1_ps(0x1.00001Ep+19f + (float) params->scalar.kernel_zero_point); XNN_FORCE_REALIZATION(vmagic_bias_c0); XNN_FORCE_REALIZATION(vmagic_bias_c1); XNN_FORCE_REALIZATION(vmagic_bias_plus_kernel_zero_point_c0); XNN_FORCE_REALIZATION(vmagic_bias_plus_kernel_zero_point_c1); 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); w = (const float*) w + 16; size_t k = kc; for (; k >= 2 * sizeof(float); k -= sizeof(float) * 2) { const __m256 va0c0 = _mm256_broadcast_ss(a0); a0 += 1; const __m256 va0c1 = _mm256_broadcast_ss(a0); a0 += 1; const __m256i vbi01234567c01 = _mm256_cvtepu8_epi32(_mm_loadl_epi64((const __m128i*) w)); const __m256i vbi89ABCDEFc01 = _mm256_cvtepu8_epi32(_mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 8))); w = (const uint8_t*) w + 16; const __m256 vbm01234567c0 = _mm256_castsi256_ps(_mm256_or_si256(vbi01234567c01, vmagic_bias_c0)); const __m256 vbm89ABCDEFc0 = _mm256_castsi256_ps(_mm256_or_si256(vbi89ABCDEFc01, vmagic_bias_c0)); const __m256 vbm01234567c1 = _mm256_castsi256_ps(_mm256_or_si256(vbi01234567c01, vmagic_bias_c1)); const __m256 vbm89ABCDEFc1 = _mm256_castsi256_ps(_mm256_or_si256(vbi89ABCDEFc01, vmagic_bias_c1)); const __m256 vb01234567c0 = _mm256_sub_ps(vbm01234567c0, vmagic_bias_plus_kernel_zero_point_c0); const __m256 vb89ABCDEFc0 = _mm256_sub_ps(vbm89ABCDEFc0, vmagic_bias_plus_kernel_zero_point_c0); const __m256 vb01234567c1 = _mm256_sub_ps(vbm01234567c1, vmagic_bias_plus_kernel_zero_point_c1); const __m256 vb89ABCDEFc1 = _mm256_sub_ps(vbm89ABCDEFc1, vmagic_bias_plus_kernel_zero_point_c1); vacc0x01234567 = _mm256_fmadd_ps(va0c0, vb01234567c0, vacc0x01234567); vacc0x89ABCDEF = _mm256_fmadd_ps(va0c0, vb89ABCDEFc0, vacc0x89ABCDEF); vacc0x01234567 = _mm256_fmadd_ps(va0c1, vb01234567c1, vacc0x01234567); vacc0x89ABCDEF = _mm256_fmadd_ps(va0c1, vb89ABCDEFc1, vacc0x89ABCDEF); } if XNN_UNLIKELY(k != 0) { const __m256 va0 = _mm256_broadcast_ss(a0); a0 += 1; const __m256i vbi01234567 = _mm256_cvtepu8_epi32(_mm_loadl_epi64((const __m128i*) w)); const __m256i vbi89ABCDEF = _mm256_cvtepu8_epi32(_mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 8))); w = (const uint8_t*) w + 16; const __m256 vbm01234567 = _mm256_castsi256_ps(_mm256_or_si256(vbi01234567, vmagic_bias_c0)); const __m256 vbm89ABCDEF = _mm256_castsi256_ps(_mm256_or_si256(vbi89ABCDEF, vmagic_bias_c0)); const __m256 vb01234567 = _mm256_sub_ps(vbm01234567, vmagic_bias_plus_kernel_zero_point_c0); const __m256 vb89ABCDEF = _mm256_sub_ps(vbm89ABCDEF, vmagic_bias_plus_kernel_zero_point_c0); vacc0x01234567 = _mm256_fmadd_ps(va0, vb01234567, vacc0x01234567); vacc0x89ABCDEF = _mm256_fmadd_ps(va0, vb89ABCDEF, vacc0x89ABCDEF); } const __m256 vscale01234567 = _mm256_loadu_ps((const float*) w + 0); vacc0x01234567 = _mm256_mul_ps(vacc0x01234567, vscale01234567); const __m256 vscale89ABCDEF = _mm256_loadu_ps((const float*) w + 8); vacc0x89ABCDEF = _mm256_mul_ps(vacc0x89ABCDEF, vscale89ABCDEF); w = (const float*) w + 16; vacc0x01234567 = _mm256_max_ps(vmin, vacc0x01234567); vacc0x89ABCDEF = _mm256_max_ps(vmin, vacc0x89ABCDEF); vacc0x01234567 = _mm256_min_ps(vmax, vacc0x01234567); vacc0x89ABCDEF = _mm256_min_ps(vmax, vacc0x89ABCDEF); if XNN_LIKELY(nc >= 16) { _mm256_storeu_ps(c0, vacc0x01234567); _mm256_storeu_ps(c0 + 8, vacc0x89ABCDEF); c0 = (float*) ((uintptr_t) c0 + cn_stride); a0 = (const float*) ((uintptr_t) a0 - kc); nc -= 16; } else { if (nc & 8) { _mm256_storeu_ps(c0, vacc0x01234567); vacc0x01234567 = vacc0x89ABCDEF; c0 += 8; } __m128 vacc0x0123 = _mm256_castps256_ps128(vacc0x01234567); if (nc & 4) { _mm_storeu_ps(c0, vacc0x0123); vacc0x0123 = _mm256_extractf128_ps(vacc0x01234567, 1); c0 += 4; } if (nc & 2) { _mm_storel_pi((__m64*) c0, vacc0x0123); vacc0x0123 = _mm_movehl_ps(vacc0x0123, vacc0x0123); c0 += 2; } if (nc & 1) { _mm_store_ss(c0, vacc0x0123); } nc = 0; } } while (nc != 0); }