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$assert BATCH_TILE % 16 == 0 7*4bdc9457SAndroid Build Coastguard Worker$assert BATCH_TILE >= 16 8*4bdc9457SAndroid Build Coastguard Worker$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" 9*4bdc9457SAndroid Build Coastguard Worker$assert OP in ["ADD", "DIV", "RDIV", "MAX", "MIN", "MUL", "SUB", "RSUB", "SQRDIFF"] 10*4bdc9457SAndroid Build Coastguard Worker$assert ACTIVATION in ["LINEAR", "MINMAX"] 11*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker#include <immintrin.h> 14*4bdc9457SAndroid Build Coastguard Worker 15*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/common.h> 16*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/intrinsics-polyfill.h> 17*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/vbinary.h> 18*4bdc9457SAndroid Build Coastguard Worker 19*4bdc9457SAndroid Build Coastguard Worker 20*4bdc9457SAndroid Build Coastguard Worker$_MM512_OP_PS = { 21*4bdc9457SAndroid Build Coastguard Worker$ "ADD": lambda x: "_mm512_add_ps(%s, vb)" % x, 22*4bdc9457SAndroid Build Coastguard Worker$ "DIV": lambda x: "_mm512_div_ps(%s, vb)" % x, 23*4bdc9457SAndroid Build Coastguard Worker$ "RDIV": lambda x: "_mm512_div_ps(vb, %s)" % x, 24*4bdc9457SAndroid Build Coastguard Worker$ "MAX": lambda x: "_mm512_max_ps(%s, vb)" % x, 25*4bdc9457SAndroid Build Coastguard Worker$ "MIN": lambda x: "_mm512_min_ps(%s, vb)" % x, 26*4bdc9457SAndroid Build Coastguard Worker$ "MUL": lambda x: "_mm512_mul_ps(%s, vb)" % x, 27*4bdc9457SAndroid Build Coastguard Worker$ "SUB": lambda x: "_mm512_sub_ps(%s, vb)" % x, 28*4bdc9457SAndroid Build Coastguard Worker$ "RSUB": lambda x: "_mm512_sub_ps(vb, %s)" % x, 29*4bdc9457SAndroid Build Coastguard Worker$ "SQRDIFF": lambda x: "_mm512_sub_ps(%s, vb)" % x, 30*4bdc9457SAndroid Build Coastguard Worker$}[OP] 31*4bdc9457SAndroid Build Coastguard Worker$SUFFIX = {"LINEAR": "", "MINMAX": "_minmax"}[ACTIVATION] 32*4bdc9457SAndroid Build Coastguard Worker$PARAMS = {"LINEAR": "xnn_f32_default_params", "MINMAX": "xnn_f32_minmax_params"}[ACTIVATION] 33*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_v${OP.lower()}c${SUFFIX}_ukernel__avx512f_x${BATCH_TILE}( 34*4bdc9457SAndroid Build Coastguard Worker size_t n, 35*4bdc9457SAndroid Build Coastguard Worker const float* a, 36*4bdc9457SAndroid Build Coastguard Worker const float* b, 37*4bdc9457SAndroid Build Coastguard Worker float* y, 38*4bdc9457SAndroid Build Coastguard Worker const union ${PARAMS} params[restrict XNN_MIN_ELEMENTS(1)]) 39*4bdc9457SAndroid Build Coastguard Worker{ 40*4bdc9457SAndroid Build Coastguard Worker assert(n != 0); 41*4bdc9457SAndroid Build Coastguard Worker assert(n % sizeof(float) == 0); 42*4bdc9457SAndroid Build Coastguard Worker assert(a != NULL); 43*4bdc9457SAndroid Build Coastguard Worker assert(b != NULL); 44*4bdc9457SAndroid Build Coastguard Worker assert(y != NULL); 45*4bdc9457SAndroid Build Coastguard Worker 46*4bdc9457SAndroid Build Coastguard Worker $if ACTIVATION == "MINMAX": 47*4bdc9457SAndroid Build Coastguard Worker const __m512 vy_min = _mm512_set1_ps(params->scalar.min); 48*4bdc9457SAndroid Build Coastguard Worker const __m512 vy_max = _mm512_set1_ps(params->scalar.max); 49*4bdc9457SAndroid Build Coastguard Worker 50*4bdc9457SAndroid Build Coastguard Worker const __m512 vb = _mm512_set1_ps(*b); 51*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { 52*4bdc9457SAndroid Build Coastguard Worker const __m512 va${ABC[0:16]} = _mm512_loadu_ps(a); 53*4bdc9457SAndroid Build Coastguard Worker $for N in range(16, BATCH_TILE, 16): 54*4bdc9457SAndroid Build Coastguard Worker const __m512 va${ABC[N:N+16]} = _mm512_loadu_ps(a + ${N}); 55*4bdc9457SAndroid Build Coastguard Worker a += ${BATCH_TILE}; 56*4bdc9457SAndroid Build Coastguard Worker 57*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 16): 58*4bdc9457SAndroid Build Coastguard Worker __m512 vy${ABC[N:N+16]} = ${_MM512_OP_PS("va" + ABC[N:N+16])}; 59*4bdc9457SAndroid Build Coastguard Worker 60*4bdc9457SAndroid Build Coastguard Worker $if OP == "SQRDIFF": 61*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 16): 62*4bdc9457SAndroid Build Coastguard Worker vy${ABC[N:N+16]} = _mm512_mul_ps(vy${ABC[N:N+16]}, vy${ABC[N:N+16]}); 63*4bdc9457SAndroid Build Coastguard Worker 64*4bdc9457SAndroid Build Coastguard Worker $if ACTIVATION == "MINMAX": 65*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 16): 66*4bdc9457SAndroid Build Coastguard Worker vy${ABC[N:N+16]} = _mm512_max_ps(vy${ABC[N:N+16]}, vy_min); 67*4bdc9457SAndroid Build Coastguard Worker 68*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 16): 69*4bdc9457SAndroid Build Coastguard Worker vy${ABC[N:N+16]} = _mm512_min_ps(vy${ABC[N:N+16]}, vy_max); 70*4bdc9457SAndroid Build Coastguard Worker 71*4bdc9457SAndroid Build Coastguard Worker _mm512_storeu_ps(y, vy${ABC[0:16]}); 72*4bdc9457SAndroid Build Coastguard Worker $for N in range(16, BATCH_TILE, 16): 73*4bdc9457SAndroid Build Coastguard Worker _mm512_storeu_ps(y + ${N}, vy${ABC[N:N+16]}); 74*4bdc9457SAndroid Build Coastguard Worker y += ${BATCH_TILE}; 75*4bdc9457SAndroid Build Coastguard Worker } 76*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 16: 77*4bdc9457SAndroid Build Coastguard Worker for (; n >= 16 * sizeof(float); n -= 16 * sizeof(float)) { 78*4bdc9457SAndroid Build Coastguard Worker const __m512 va = _mm512_loadu_ps(a); 79*4bdc9457SAndroid Build Coastguard Worker a += 16; 80*4bdc9457SAndroid Build Coastguard Worker 81*4bdc9457SAndroid Build Coastguard Worker __m512 vy = ${_MM512_OP_PS("va")}; 82*4bdc9457SAndroid Build Coastguard Worker $if OP == "SQRDIFF": 83*4bdc9457SAndroid Build Coastguard Worker vy = _mm512_mul_ps(vy, vy); 84*4bdc9457SAndroid Build Coastguard Worker $if ACTIVATION == "MINMAX": 85*4bdc9457SAndroid Build Coastguard Worker vy = _mm512_max_ps(vy, vy_min); 86*4bdc9457SAndroid Build Coastguard Worker vy = _mm512_min_ps(vy, vy_max); 87*4bdc9457SAndroid Build Coastguard Worker _mm512_storeu_ps(y, vy); 88*4bdc9457SAndroid Build Coastguard Worker y += 16; 89*4bdc9457SAndroid Build Coastguard Worker } 90*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 91*4bdc9457SAndroid Build Coastguard Worker assert(n >= 1 * sizeof(float)); 92*4bdc9457SAndroid Build Coastguard Worker assert(n <= 15 * sizeof(float)); 93*4bdc9457SAndroid Build Coastguard Worker // Prepare mask for valid 32-bit elements (depends on n). 94*4bdc9457SAndroid Build Coastguard Worker n >>= 2 /* log2(sizeof(float)) */; 95*4bdc9457SAndroid Build Coastguard Worker const __mmask16 vmask = _cvtu32_mask16((uint16_t) ((uint32_t) (UINT32_C(1) << n) - UINT32_C(1))); 96*4bdc9457SAndroid Build Coastguard Worker 97*4bdc9457SAndroid Build Coastguard Worker const __m512 va = _mm512_maskz_loadu_ps(vmask, a); 98*4bdc9457SAndroid Build Coastguard Worker 99*4bdc9457SAndroid Build Coastguard Worker __m512 vy = ${_MM512_OP_PS("va")}; 100*4bdc9457SAndroid Build Coastguard Worker $if OP == "SQRDIFF": 101*4bdc9457SAndroid Build Coastguard Worker vy = _mm512_mul_ps(vy, vy); 102*4bdc9457SAndroid Build Coastguard Worker $if ACTIVATION == "MINMAX": 103*4bdc9457SAndroid Build Coastguard Worker vy = _mm512_max_ps(vy, vy_min); 104*4bdc9457SAndroid Build Coastguard Worker vy = _mm512_min_ps(vy, vy_max); 105*4bdc9457SAndroid Build Coastguard Worker _mm512_mask_storeu_ps(y, vmask, vy); 106*4bdc9457SAndroid Build Coastguard Worker } 107*4bdc9457SAndroid Build Coastguard Worker} 108