1*4bdc9457SAndroid Build Coastguard Worker// Copyright 2020 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$assert SSE in [1, 2, 4] 9*4bdc9457SAndroid Build Coastguard Worker$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" 10*4bdc9457SAndroid Build Coastguard Worker$SSE_HEADER = {1: "xmmintrin.h", 2: "emmintrin.h", 4: "smmintrin.h"}[SSE] 11*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker#include <${SSE_HEADER}> 14*4bdc9457SAndroid Build Coastguard Worker 15*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/common.h> 16*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/vunary.h> 17*4bdc9457SAndroid Build Coastguard Worker 18*4bdc9457SAndroid Build Coastguard Worker 19*4bdc9457SAndroid Build Coastguard Worker$ISA = {1: "sse", 2: "sse2", 4: "sse41"}[SSE] 20*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_vlrelu_ukernel__${ISA}_x${BATCH_TILE}( 21*4bdc9457SAndroid Build Coastguard Worker size_t n, 22*4bdc9457SAndroid Build Coastguard Worker const float* x, 23*4bdc9457SAndroid Build Coastguard Worker float* y, 24*4bdc9457SAndroid Build Coastguard Worker const union xnn_f32_lrelu_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS 25*4bdc9457SAndroid Build Coastguard Worker{ 26*4bdc9457SAndroid Build Coastguard Worker assert(n != 0); 27*4bdc9457SAndroid Build Coastguard Worker assert(n % sizeof(float) == 0); 28*4bdc9457SAndroid Build Coastguard Worker 29*4bdc9457SAndroid Build Coastguard Worker const __m128 vslope = _mm_load_ps(params->sse.slope); 30*4bdc9457SAndroid Build Coastguard Worker $if SSE == 1: 31*4bdc9457SAndroid Build Coastguard Worker const __m128 vzero = _mm_setzero_ps(); 32*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { 33*4bdc9457SAndroid Build Coastguard Worker $if SSE == 1: 34*4bdc9457SAndroid Build Coastguard Worker __m128 vx${ABC[0:4]} = _mm_loadu_ps(x); 35*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, BATCH_TILE, 4): 36*4bdc9457SAndroid Build Coastguard Worker __m128 vx${ABC[N:N+4]} = _mm_loadu_ps(x + ${N}); 37*4bdc9457SAndroid Build Coastguard Worker $else: 38*4bdc9457SAndroid Build Coastguard Worker const __m128 vx${ABC[0:4]} = _mm_loadu_ps(x); 39*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, BATCH_TILE, 4): 40*4bdc9457SAndroid Build Coastguard Worker const __m128 vx${ABC[N:N+4]} = _mm_loadu_ps(x + ${N}); 41*4bdc9457SAndroid Build Coastguard Worker x += ${BATCH_TILE}; 42*4bdc9457SAndroid Build Coastguard Worker 43*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 4): 44*4bdc9457SAndroid Build Coastguard Worker $if SSE == 1: 45*4bdc9457SAndroid Build Coastguard Worker __m128 vacc${ABC[N:N+4]} = _mm_max_ps(_mm_setzero_ps(), vx${ABC[N:N+4]}); 46*4bdc9457SAndroid Build Coastguard Worker vx${ABC[N:N+4]} = _mm_min_ps(vx${ABC[N:N+4]}, vzero); 47*4bdc9457SAndroid Build Coastguard Worker $else: 48*4bdc9457SAndroid Build Coastguard Worker __m128 vacc${ABC[N:N+4]} = _mm_mul_ps(vx${ABC[N:N+4]}, vslope); 49*4bdc9457SAndroid Build Coastguard Worker $if SSE == 2: 50*4bdc9457SAndroid Build Coastguard Worker const __m128 vmask${ABC[N:N+4]} = _mm_castsi128_ps(_mm_cmpgt_epi32(_mm_setzero_si128(), _mm_castps_si128(vx${ABC[N:N+4]}))); 51*4bdc9457SAndroid Build Coastguard Worker 52*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 4): 53*4bdc9457SAndroid Build Coastguard Worker $if SSE == 1: 54*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+4]} = _mm_add_ps(vacc${ABC[N:N+4]}, _mm_mul_ps(vx${ABC[N:N+4]}, vslope)); 55*4bdc9457SAndroid Build Coastguard Worker $elif SSE == 2: 56*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+4]} = _mm_or_ps(_mm_and_ps(vacc${ABC[N:N+4]}, vmask${ABC[N:N+4]}), _mm_andnot_ps(vmask${ABC[N:N+4]}, vx${ABC[N:N+4]})); 57*4bdc9457SAndroid Build Coastguard Worker $elif SSE == 4: 58*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+4]} = _mm_blendv_ps(vx${ABC[N:N+4]}, vacc${ABC[N:N+4]}, vx${ABC[N:N+4]}); 59*4bdc9457SAndroid Build Coastguard Worker 60*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(y, vacc${ABC[0:4]}); 61*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, BATCH_TILE, 4): 62*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(y + ${N}, vacc${ABC[N:N+4]}); 63*4bdc9457SAndroid Build Coastguard Worker y += ${BATCH_TILE}; 64*4bdc9457SAndroid Build Coastguard Worker } 65*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 4: 66*4bdc9457SAndroid Build Coastguard Worker for (; n >= 4 * sizeof(float); n -= 4 * sizeof(float)) { 67*4bdc9457SAndroid Build Coastguard Worker $if SSE == 1: 68*4bdc9457SAndroid Build Coastguard Worker __m128 vx = _mm_loadu_ps(x); 69*4bdc9457SAndroid Build Coastguard Worker $else: 70*4bdc9457SAndroid Build Coastguard Worker const __m128 vx = _mm_loadu_ps(x); 71*4bdc9457SAndroid Build Coastguard Worker x += 4; 72*4bdc9457SAndroid Build Coastguard Worker 73*4bdc9457SAndroid Build Coastguard Worker $if SSE == 1: 74*4bdc9457SAndroid Build Coastguard Worker __m128 vacc = _mm_max_ps(_mm_setzero_ps(), vx); 75*4bdc9457SAndroid Build Coastguard Worker vx = _mm_min_ps(vx, vzero); 76*4bdc9457SAndroid Build Coastguard Worker vacc = _mm_add_ps(vacc, _mm_mul_ps(vx, vslope)); 77*4bdc9457SAndroid Build Coastguard Worker $else: 78*4bdc9457SAndroid Build Coastguard Worker __m128 vacc = _mm_mul_ps(vx, vslope); 79*4bdc9457SAndroid Build Coastguard Worker $if SSE == 2: 80*4bdc9457SAndroid Build Coastguard Worker const __m128 vmask = _mm_castsi128_ps(_mm_cmpgt_epi32(_mm_setzero_si128(), _mm_castps_si128(vx))); 81*4bdc9457SAndroid Build Coastguard Worker vacc = _mm_or_ps(_mm_and_ps(vacc, vmask), _mm_andnot_ps(vmask, vx)); 82*4bdc9457SAndroid Build Coastguard Worker $elif SSE == 4: 83*4bdc9457SAndroid Build Coastguard Worker vacc = _mm_blendv_ps(vx, vacc, vx); 84*4bdc9457SAndroid Build Coastguard Worker 85*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(y, vacc); 86*4bdc9457SAndroid Build Coastguard Worker y += 4; 87*4bdc9457SAndroid Build Coastguard Worker } 88*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 89*4bdc9457SAndroid Build Coastguard Worker $if SSE == 1: 90*4bdc9457SAndroid Build Coastguard Worker __m128 vx = _mm_loadu_ps(x); 91*4bdc9457SAndroid Build Coastguard Worker 92*4bdc9457SAndroid Build Coastguard Worker __m128 vacc = _mm_max_ps(_mm_setzero_ps(), vx); 93*4bdc9457SAndroid Build Coastguard Worker vx = _mm_min_ps(vx, vzero); 94*4bdc9457SAndroid Build Coastguard Worker vacc = _mm_add_ps(vacc, _mm_mul_ps(vx, vslope)); 95*4bdc9457SAndroid Build Coastguard Worker $else: 96*4bdc9457SAndroid Build Coastguard Worker const __m128 vx = _mm_loadu_ps(x); 97*4bdc9457SAndroid Build Coastguard Worker 98*4bdc9457SAndroid Build Coastguard Worker __m128 vacc = _mm_mul_ps(vx, vslope); 99*4bdc9457SAndroid Build Coastguard Worker $if SSE == 2: 100*4bdc9457SAndroid Build Coastguard Worker const __m128 vmask = _mm_castsi128_ps(_mm_cmpgt_epi32(_mm_setzero_si128(), _mm_castps_si128(vx))); 101*4bdc9457SAndroid Build Coastguard Worker vacc = _mm_or_ps(_mm_and_ps(vacc, vmask), _mm_andnot_ps(vmask, vx)); 102*4bdc9457SAndroid Build Coastguard Worker $elif SSE == 4: 103*4bdc9457SAndroid Build Coastguard Worker vacc = _mm_blendv_ps(vx, vacc, vx); 104*4bdc9457SAndroid Build Coastguard Worker 105*4bdc9457SAndroid Build Coastguard Worker if (n & (2 * sizeof(float))) { 106*4bdc9457SAndroid Build Coastguard Worker _mm_storel_pi((__m64*) y, vacc); 107*4bdc9457SAndroid Build Coastguard Worker vacc = _mm_movehl_ps(vacc, vacc); 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, vacc); 112*4bdc9457SAndroid Build Coastguard Worker } 113*4bdc9457SAndroid Build Coastguard Worker } 114*4bdc9457SAndroid Build Coastguard Worker} 115