1*4bdc9457SAndroid Build Coastguard Worker// Copyright 2019 Google LLC 2*4bdc9457SAndroid Build Coastguard Worker// 3*4bdc9457SAndroid Build Coastguard Worker// This source code is licensed under the BSD-style license found in the 4*4bdc9457SAndroid Build Coastguard Worker// LICENSE file in the root directory of this source tree. 5*4bdc9457SAndroid Build Coastguard Worker 6*4bdc9457SAndroid Build Coastguard Worker$assert BATCH_TILE % 8 == 0 7*4bdc9457SAndroid Build Coastguard Worker$assert BATCH_TILE >= 8 8*4bdc9457SAndroid Build Coastguard Worker$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" 9*4bdc9457SAndroid Build Coastguard Worker$assert OP in ["ADD", "DIV", "MAX", "MIN", "MUL", "SUB", "SQRDIFF"] 10*4bdc9457SAndroid Build Coastguard Worker$assert ACTIVATION in ["LINEAR", "MINMAX"] 11*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker#include <immintrin.h> 14*4bdc9457SAndroid Build Coastguard Worker 15*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/common.h> 16*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/vbinary.h> 17*4bdc9457SAndroid Build Coastguard Worker 18*4bdc9457SAndroid Build Coastguard Worker 19*4bdc9457SAndroid Build Coastguard Worker$_MM256_OP_PS = { 20*4bdc9457SAndroid Build Coastguard Worker$ "ADD": lambda x, y: "_mm256_add_ps(%s, %s)" % (x, y), 21*4bdc9457SAndroid Build Coastguard Worker$ "DIV": lambda x, y: "_mm256_div_ps(%s, %s)" % (x, y), 22*4bdc9457SAndroid Build Coastguard Worker$ "MAX": lambda x, y: "_mm256_max_ps(%s, %s)" % (x, y), 23*4bdc9457SAndroid Build Coastguard Worker$ "MIN": lambda x, y: "_mm256_min_ps(%s, %s)" % (x, y), 24*4bdc9457SAndroid Build Coastguard Worker$ "MUL": lambda x, y: "_mm256_mul_ps(%s, %s)" % (x, y), 25*4bdc9457SAndroid Build Coastguard Worker$ "SUB": lambda x, y: "_mm256_sub_ps(%s, %s)" % (x, y), 26*4bdc9457SAndroid Build Coastguard Worker$ "SQRDIFF": lambda x, y: "_mm256_sub_ps(%s, %s)" % (x, y), 27*4bdc9457SAndroid Build Coastguard Worker$}[OP] 28*4bdc9457SAndroid Build Coastguard Worker$SUFFIX = {"LINEAR": "", "MINMAX": "_minmax"}[ACTIVATION] 29*4bdc9457SAndroid Build Coastguard Worker$PARAMS = {"LINEAR": "xnn_f32_default_params", "MINMAX": "xnn_f32_minmax_params"}[ACTIVATION] 30*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_v${OP.lower()}${SUFFIX}_ukernel__avx_x${BATCH_TILE}( 31*4bdc9457SAndroid Build Coastguard Worker size_t n, 32*4bdc9457SAndroid Build Coastguard Worker const float* a, 33*4bdc9457SAndroid Build Coastguard Worker const float* b, 34*4bdc9457SAndroid Build Coastguard Worker float* y, 35*4bdc9457SAndroid Build Coastguard Worker const union ${PARAMS} params[restrict XNN_MIN_ELEMENTS(1)]) 36*4bdc9457SAndroid Build Coastguard Worker{ 37*4bdc9457SAndroid Build Coastguard Worker assert(n != 0); 38*4bdc9457SAndroid Build Coastguard Worker assert(n % sizeof(float) == 0); 39*4bdc9457SAndroid Build Coastguard Worker assert(a != NULL); 40*4bdc9457SAndroid Build Coastguard Worker assert(b != NULL); 41*4bdc9457SAndroid Build Coastguard Worker assert(y != NULL); 42*4bdc9457SAndroid Build Coastguard Worker 43*4bdc9457SAndroid Build Coastguard Worker $if ACTIVATION == "MINMAX": 44*4bdc9457SAndroid Build Coastguard Worker const __m256 vy_min = _mm256_load_ps(params->avx.min); 45*4bdc9457SAndroid Build Coastguard Worker const __m256 vy_max = _mm256_load_ps(params->avx.max); 46*4bdc9457SAndroid Build Coastguard Worker 47*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { 48*4bdc9457SAndroid Build Coastguard Worker const __m256 va${ABC[0:8]} = _mm256_loadu_ps(a); 49*4bdc9457SAndroid Build Coastguard Worker $for N in range(8, BATCH_TILE, 8): 50*4bdc9457SAndroid Build Coastguard Worker const __m256 va${ABC[N:N+8]} = _mm256_loadu_ps(a + ${N}); 51*4bdc9457SAndroid Build Coastguard Worker a += ${BATCH_TILE}; 52*4bdc9457SAndroid Build Coastguard Worker 53*4bdc9457SAndroid Build Coastguard Worker const __m256 vb${ABC[0:8]} = _mm256_loadu_ps(b); 54*4bdc9457SAndroid Build Coastguard Worker $for N in range(8, BATCH_TILE, 8): 55*4bdc9457SAndroid Build Coastguard Worker const __m256 vb${ABC[N:N+8]} = _mm256_loadu_ps(b + ${N}); 56*4bdc9457SAndroid Build Coastguard Worker b += ${BATCH_TILE}; 57*4bdc9457SAndroid Build Coastguard Worker 58*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 59*4bdc9457SAndroid Build Coastguard Worker __m256 vy${ABC[N:N+8]} = ${_MM256_OP_PS("va" + ABC[N:N+8], "vb" + ABC[N:N+8])}; 60*4bdc9457SAndroid Build Coastguard Worker 61*4bdc9457SAndroid Build Coastguard Worker $if OP == "SQRDIFF": 62*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 63*4bdc9457SAndroid Build Coastguard Worker vy${ABC[N:N+8]} = _mm256_mul_ps(vy${ABC[N:N+8]}, vy${ABC[N:N+8]}); 64*4bdc9457SAndroid Build Coastguard Worker 65*4bdc9457SAndroid Build Coastguard Worker $if ACTIVATION == "MINMAX": 66*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 67*4bdc9457SAndroid Build Coastguard Worker vy${ABC[N:N+8]} = _mm256_max_ps(vy${ABC[N:N+8]}, vy_min); 68*4bdc9457SAndroid Build Coastguard Worker 69*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 70*4bdc9457SAndroid Build Coastguard Worker vy${ABC[N:N+8]} = _mm256_min_ps(vy${ABC[N:N+8]}, vy_max); 71*4bdc9457SAndroid Build Coastguard Worker 72*4bdc9457SAndroid Build Coastguard Worker _mm256_storeu_ps(y, vy${ABC[0:8]}); 73*4bdc9457SAndroid Build Coastguard Worker $for N in range(8, BATCH_TILE, 8): 74*4bdc9457SAndroid Build Coastguard Worker _mm256_storeu_ps(y + ${N}, vy${ABC[N:N+8]}); 75*4bdc9457SAndroid Build Coastguard Worker y += ${BATCH_TILE}; 76*4bdc9457SAndroid Build Coastguard Worker } 77*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 8: 78*4bdc9457SAndroid Build Coastguard Worker for (; n >= 8 * sizeof(float); n -= 8 * sizeof(float)) { 79*4bdc9457SAndroid Build Coastguard Worker const __m256 va = _mm256_loadu_ps(a); 80*4bdc9457SAndroid Build Coastguard Worker a += 8; 81*4bdc9457SAndroid Build Coastguard Worker 82*4bdc9457SAndroid Build Coastguard Worker const __m256 vb = _mm256_loadu_ps(b); 83*4bdc9457SAndroid Build Coastguard Worker b += 8; 84*4bdc9457SAndroid Build Coastguard Worker 85*4bdc9457SAndroid Build Coastguard Worker __m256 vy = ${_MM256_OP_PS("va", "vb")}; 86*4bdc9457SAndroid Build Coastguard Worker $if OP == "SQRDIFF": 87*4bdc9457SAndroid Build Coastguard Worker vy = _mm256_mul_ps(vy, vy); 88*4bdc9457SAndroid Build Coastguard Worker $if ACTIVATION == "MINMAX": 89*4bdc9457SAndroid Build Coastguard Worker vy = _mm256_max_ps(vy, vy_min); 90*4bdc9457SAndroid Build Coastguard Worker vy = _mm256_min_ps(vy, vy_max); 91*4bdc9457SAndroid Build Coastguard Worker _mm256_storeu_ps(y, vy); 92*4bdc9457SAndroid Build Coastguard Worker y += 8; 93*4bdc9457SAndroid Build Coastguard Worker } 94*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 95*4bdc9457SAndroid Build Coastguard Worker assert(n >= 1 * sizeof(float)); 96*4bdc9457SAndroid Build Coastguard Worker assert(n <= 7 * sizeof(float)); 97*4bdc9457SAndroid Build Coastguard Worker const __m256i vmask = _mm256_loadu_si256((const __m256i*) ((uintptr_t) ¶ms->avx.mask_table[7] - n)); 98*4bdc9457SAndroid Build Coastguard Worker 99*4bdc9457SAndroid Build Coastguard Worker const __m256 va = _mm256_maskload_ps(a, vmask); 100*4bdc9457SAndroid Build Coastguard Worker const __m256 vb = _mm256_maskload_ps(b, vmask); 101*4bdc9457SAndroid Build Coastguard Worker 102*4bdc9457SAndroid Build Coastguard Worker __m256 vy = ${_MM256_OP_PS("va", "vb")}; 103*4bdc9457SAndroid Build Coastguard Worker $if OP == "SQRDIFF": 104*4bdc9457SAndroid Build Coastguard Worker vy = _mm256_mul_ps(vy, vy); 105*4bdc9457SAndroid Build Coastguard Worker $if ACTIVATION == "MINMAX": 106*4bdc9457SAndroid Build Coastguard Worker vy = _mm256_max_ps(vy, vy_min); 107*4bdc9457SAndroid Build Coastguard Worker vy = _mm256_min_ps(vy, vy_max); 108*4bdc9457SAndroid Build Coastguard Worker 109*4bdc9457SAndroid Build Coastguard Worker __m128 vy_lo = _mm256_castps256_ps128(vy); 110*4bdc9457SAndroid Build Coastguard Worker if (n & (4 * sizeof(float))) { 111*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(y, vy_lo); 112*4bdc9457SAndroid Build Coastguard Worker vy_lo = _mm256_extractf128_ps(vy, 1); 113*4bdc9457SAndroid Build Coastguard Worker y += 4; 114*4bdc9457SAndroid Build Coastguard Worker } 115*4bdc9457SAndroid Build Coastguard Worker if (n & (2 * sizeof(float))) { 116*4bdc9457SAndroid Build Coastguard Worker _mm_storel_pi((__m64*) y, vy_lo); 117*4bdc9457SAndroid Build Coastguard Worker vy_lo = _mm_movehl_ps(vy_lo, vy_lo); 118*4bdc9457SAndroid Build Coastguard Worker y += 2; 119*4bdc9457SAndroid Build Coastguard Worker } 120*4bdc9457SAndroid Build Coastguard Worker if (n & (1 * sizeof(float))) { 121*4bdc9457SAndroid Build Coastguard Worker _mm_store_ss(y, vy_lo); 122*4bdc9457SAndroid Build Coastguard Worker } 123*4bdc9457SAndroid Build Coastguard Worker } 124*4bdc9457SAndroid Build Coastguard Worker} 125