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$assert BATCH_TILE % 4 == 0 7*4bdc9457SAndroid Build Coastguard Worker$assert BATCH_TILE >= 4 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$assert ACTIVATION in ["LINEAR", "MINMAX"] 11*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker#include <xmmintrin.h> 14*4bdc9457SAndroid Build Coastguard Worker 15*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/common.h> 16*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/intrinsics-polyfill.h> 17*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/vbinary.h> 18*4bdc9457SAndroid Build Coastguard Worker 19*4bdc9457SAndroid Build Coastguard Worker 20*4bdc9457SAndroid Build Coastguard Worker$_MM_OP_PS = { 21*4bdc9457SAndroid Build Coastguard Worker$ "ADD": lambda x, y: "_mm_add_ps(%s, %s)" % (x, y), 22*4bdc9457SAndroid Build Coastguard Worker$ "DIV": lambda x, y: "_mm_div_ps(%s, %s)" % (x, y), 23*4bdc9457SAndroid Build Coastguard Worker$ "MAX": lambda x, y: "_mm_max_ps(%s, %s)" % (x, y), 24*4bdc9457SAndroid Build Coastguard Worker$ "MIN": lambda x, y: "_mm_min_ps(%s, %s)" % (x, y), 25*4bdc9457SAndroid Build Coastguard Worker$ "MUL": lambda x, y: "_mm_mul_ps(%s, %s)" % (x, y), 26*4bdc9457SAndroid Build Coastguard Worker$ "SUB": lambda x, y: "_mm_sub_ps(%s, %s)" % (x, y), 27*4bdc9457SAndroid Build Coastguard Worker$ "SQRDIFF": lambda x, y: "_mm_sub_ps(%s, %s)" % (x, y), 28*4bdc9457SAndroid Build Coastguard Worker$}[OP] 29*4bdc9457SAndroid Build Coastguard Worker$SUFFIX = {"LINEAR": "", "MINMAX": "_minmax"}[ACTIVATION] 30*4bdc9457SAndroid Build Coastguard Worker$PARAMS = {"LINEAR": "xnn_f32_default_params", "MINMAX": "xnn_f32_minmax_params"}[ACTIVATION] 31*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_v${OP.lower()}${SUFFIX}_ukernel__sse_x${BATCH_TILE}( 32*4bdc9457SAndroid Build Coastguard Worker size_t n, 33*4bdc9457SAndroid Build Coastguard Worker const float* a, 34*4bdc9457SAndroid Build Coastguard Worker const float* b, 35*4bdc9457SAndroid Build Coastguard Worker float* y, 36*4bdc9457SAndroid Build Coastguard Worker const union ${PARAMS} params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS 37*4bdc9457SAndroid Build Coastguard Worker{ 38*4bdc9457SAndroid Build Coastguard Worker assert(n != 0); 39*4bdc9457SAndroid Build Coastguard Worker assert(n % sizeof(float) == 0); 40*4bdc9457SAndroid Build Coastguard Worker assert(a != NULL); 41*4bdc9457SAndroid Build Coastguard Worker assert(b != NULL); 42*4bdc9457SAndroid Build Coastguard Worker assert(y != NULL); 43*4bdc9457SAndroid Build Coastguard Worker 44*4bdc9457SAndroid Build Coastguard Worker $if ACTIVATION == "MINMAX": 45*4bdc9457SAndroid Build Coastguard Worker const __m128 vy_min = _mm_load_ps(params->sse.min); 46*4bdc9457SAndroid Build Coastguard Worker const __m128 vy_max = _mm_load_ps(params->sse.max); 47*4bdc9457SAndroid Build Coastguard Worker 48*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { 49*4bdc9457SAndroid Build Coastguard Worker const __m128 va${ABC[0:4]} = _mm_loadu_ps(a); 50*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, BATCH_TILE, 4): 51*4bdc9457SAndroid Build Coastguard Worker const __m128 va${ABC[N:N+4]} = _mm_loadu_ps(a + ${N}); 52*4bdc9457SAndroid Build Coastguard Worker a += ${BATCH_TILE}; 53*4bdc9457SAndroid Build Coastguard Worker 54*4bdc9457SAndroid Build Coastguard Worker const __m128 vb${ABC[0:4]} = _mm_loadu_ps(b); 55*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, BATCH_TILE, 4): 56*4bdc9457SAndroid Build Coastguard Worker const __m128 vb${ABC[N:N+4]} = _mm_loadu_ps(b + ${N}); 57*4bdc9457SAndroid Build Coastguard Worker b += ${BATCH_TILE}; 58*4bdc9457SAndroid Build Coastguard Worker 59*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 4): 60*4bdc9457SAndroid Build Coastguard Worker __m128 vy${ABC[N:N+4]} = ${_MM_OP_PS("va" + ABC[N:N+4], "vb" + ABC[N:N+4])}; 61*4bdc9457SAndroid Build Coastguard Worker 62*4bdc9457SAndroid Build Coastguard Worker $if OP == "SQRDIFF": 63*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 4): 64*4bdc9457SAndroid Build Coastguard Worker vy${ABC[N:N+4]} = _mm_mul_ps(vy${ABC[N:N+4]}, vy${ABC[N:N+4]}); 65*4bdc9457SAndroid Build Coastguard Worker 66*4bdc9457SAndroid Build Coastguard Worker $if ACTIVATION == "MINMAX": 67*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 4): 68*4bdc9457SAndroid Build Coastguard Worker vy${ABC[N:N+4]} = _mm_max_ps(vy${ABC[N:N+4]}, vy_min); 69*4bdc9457SAndroid Build Coastguard Worker 70*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 4): 71*4bdc9457SAndroid Build Coastguard Worker vy${ABC[N:N+4]} = _mm_min_ps(vy${ABC[N:N+4]}, vy_max); 72*4bdc9457SAndroid Build Coastguard Worker 73*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(y, vy${ABC[0:4]}); 74*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, BATCH_TILE, 4): 75*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(y + ${N}, vy${ABC[N:N+4]}); 76*4bdc9457SAndroid Build Coastguard Worker y += ${BATCH_TILE}; 77*4bdc9457SAndroid Build Coastguard Worker } 78*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 4: 79*4bdc9457SAndroid Build Coastguard Worker for (; n >= 4 * sizeof(float); n -= 4 * sizeof(float)) { 80*4bdc9457SAndroid Build Coastguard Worker const __m128 va0123 = _mm_loadu_ps(a); 81*4bdc9457SAndroid Build Coastguard Worker a += 4; 82*4bdc9457SAndroid Build Coastguard Worker 83*4bdc9457SAndroid Build Coastguard Worker const __m128 vb0123 = _mm_loadu_ps(b); 84*4bdc9457SAndroid Build Coastguard Worker b += 4; 85*4bdc9457SAndroid Build Coastguard Worker 86*4bdc9457SAndroid Build Coastguard Worker __m128 vy0123 = ${_MM_OP_PS("va0123", "vb0123")}; 87*4bdc9457SAndroid Build Coastguard Worker $if OP == "SQRDIFF": 88*4bdc9457SAndroid Build Coastguard Worker vy0123 = _mm_mul_ps(vy0123, vy0123); 89*4bdc9457SAndroid Build Coastguard Worker $if ACTIVATION == "MINMAX": 90*4bdc9457SAndroid Build Coastguard Worker vy0123 = _mm_max_ps(vy0123, vy_min); 91*4bdc9457SAndroid Build Coastguard Worker vy0123 = _mm_min_ps(vy0123, vy_max); 92*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(y, vy0123); 93*4bdc9457SAndroid Build Coastguard Worker y += 4; 94*4bdc9457SAndroid Build Coastguard Worker } 95*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 96*4bdc9457SAndroid Build Coastguard Worker const __m128 va0123 = _mm_loadu_ps(a); 97*4bdc9457SAndroid Build Coastguard Worker const __m128 vb0123 = _mm_loadu_ps(b); 98*4bdc9457SAndroid Build Coastguard Worker 99*4bdc9457SAndroid Build Coastguard Worker __m128 vy0123 = ${_MM_OP_PS("va0123", "vb0123")}; 100*4bdc9457SAndroid Build Coastguard Worker $if OP == "SQRDIFF": 101*4bdc9457SAndroid Build Coastguard Worker vy0123 = _mm_mul_ps(vy0123, vy0123); 102*4bdc9457SAndroid Build Coastguard Worker $if ACTIVATION == "MINMAX": 103*4bdc9457SAndroid Build Coastguard Worker vy0123 = _mm_max_ps(vy0123, vy_min); 104*4bdc9457SAndroid Build Coastguard Worker vy0123 = _mm_min_ps(vy0123, vy_max); 105*4bdc9457SAndroid Build Coastguard Worker if (n & (2 * sizeof(float))) { 106*4bdc9457SAndroid Build Coastguard Worker _mm_storel_pi((__m64*) y, vy0123); 107*4bdc9457SAndroid Build Coastguard Worker vy0123 = _mm_movehl_ps(vy0123, vy0123); 108*4bdc9457SAndroid Build Coastguard Worker y += 2; 109*4bdc9457SAndroid Build Coastguard Worker } 110*4bdc9457SAndroid Build Coastguard Worker if (n & (1 * sizeof(float))) { 111*4bdc9457SAndroid Build Coastguard Worker _mm_store_ss(y, vy0123); 112*4bdc9457SAndroid Build Coastguard Worker } 113*4bdc9457SAndroid Build Coastguard Worker } 114*4bdc9457SAndroid Build Coastguard Worker} 115