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$assert BATCH_TILE % 8 == 0 7*4bdc9457SAndroid Build Coastguard Worker$assert BATCH_TILE >= 8 8*4bdc9457SAndroid Build Coastguard Worker$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" 9*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 10*4bdc9457SAndroid Build Coastguard Worker 11*4bdc9457SAndroid Build Coastguard Worker#include <immintrin.h> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/common.h> 14*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/vunary.h> 15*4bdc9457SAndroid Build Coastguard Worker 16*4bdc9457SAndroid Build Coastguard Worker 17*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_vlrelu_ukernel__avx_x${BATCH_TILE}( 18*4bdc9457SAndroid Build Coastguard Worker size_t n, 19*4bdc9457SAndroid Build Coastguard Worker const float* x, 20*4bdc9457SAndroid Build Coastguard Worker float* y, 21*4bdc9457SAndroid Build Coastguard Worker const union xnn_f32_lrelu_params params[restrict XNN_MIN_ELEMENTS(1)]) 22*4bdc9457SAndroid Build Coastguard Worker{ 23*4bdc9457SAndroid Build Coastguard Worker assert(n != 0); 24*4bdc9457SAndroid Build Coastguard Worker assert(n % sizeof(float) == 0); 25*4bdc9457SAndroid Build Coastguard Worker 26*4bdc9457SAndroid Build Coastguard Worker const __m256 vslope = _mm256_load_ps(params->avx.slope); 27*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { 28*4bdc9457SAndroid Build Coastguard Worker const __m256 vx${ABC[0:8]} = _mm256_loadu_ps(x); 29*4bdc9457SAndroid Build Coastguard Worker $for N in range(8, BATCH_TILE, 8): 30*4bdc9457SAndroid Build Coastguard Worker const __m256 vx${ABC[N:N+8]} = _mm256_loadu_ps(x + ${N}); 31*4bdc9457SAndroid Build Coastguard Worker x += ${BATCH_TILE}; 32*4bdc9457SAndroid Build Coastguard Worker 33*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 34*4bdc9457SAndroid Build Coastguard Worker __m256 vacc${ABC[N:N+8]} = _mm256_mul_ps(vx${ABC[N:N+8]}, vslope); 35*4bdc9457SAndroid Build Coastguard Worker 36*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 37*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+8]} = _mm256_blendv_ps(vx${ABC[N:N+8]}, vacc${ABC[N:N+8]}, vx${ABC[N:N+8]}); 38*4bdc9457SAndroid Build Coastguard Worker 39*4bdc9457SAndroid Build Coastguard Worker _mm256_storeu_ps(y, vacc${ABC[0:8]}); 40*4bdc9457SAndroid Build Coastguard Worker $for N in range(8, BATCH_TILE, 8): 41*4bdc9457SAndroid Build Coastguard Worker _mm256_storeu_ps(y + ${N}, vacc${ABC[N:N+8]}); 42*4bdc9457SAndroid Build Coastguard Worker y += ${BATCH_TILE}; 43*4bdc9457SAndroid Build Coastguard Worker } 44*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 8: 45*4bdc9457SAndroid Build Coastguard Worker for (; n >= 8 * sizeof(float); n -= 8 * sizeof(float)) { 46*4bdc9457SAndroid Build Coastguard Worker const __m256 vx = _mm256_loadu_ps(x); 47*4bdc9457SAndroid Build Coastguard Worker x += 8; 48*4bdc9457SAndroid Build Coastguard Worker __m256 vacc = _mm256_mul_ps(vx, vslope); 49*4bdc9457SAndroid Build Coastguard Worker vacc = _mm256_blendv_ps(vx, vacc, vx); 50*4bdc9457SAndroid Build Coastguard Worker _mm256_storeu_ps(y, vacc); 51*4bdc9457SAndroid Build Coastguard Worker y += 8; 52*4bdc9457SAndroid Build Coastguard Worker } 53*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 54*4bdc9457SAndroid Build Coastguard Worker assert(n >= 1 * sizeof(float)); 55*4bdc9457SAndroid Build Coastguard Worker assert(n <= 7 * sizeof(float)); 56*4bdc9457SAndroid Build Coastguard Worker const __m256i vmask = _mm256_loadu_si256((const __m256i*) ((uintptr_t) ¶ms->avx.mask_table[7] - n)); 57*4bdc9457SAndroid Build Coastguard Worker 58*4bdc9457SAndroid Build Coastguard Worker const __m256 vx = _mm256_maskload_ps(x, vmask); 59*4bdc9457SAndroid Build Coastguard Worker __m256 vacc = _mm256_mul_ps(vx, vslope); 60*4bdc9457SAndroid Build Coastguard Worker vacc = _mm256_blendv_ps(vx, vacc, vx); 61*4bdc9457SAndroid Build Coastguard Worker 62*4bdc9457SAndroid Build Coastguard Worker __m128 vacc_lo = _mm256_castps256_ps128(vacc); 63*4bdc9457SAndroid Build Coastguard Worker if (n & (4 * sizeof(float))) { 64*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(y, vacc_lo); 65*4bdc9457SAndroid Build Coastguard Worker vacc_lo = _mm256_extractf128_ps(vacc, 1); 66*4bdc9457SAndroid Build Coastguard Worker y += 4; 67*4bdc9457SAndroid Build Coastguard Worker } 68*4bdc9457SAndroid Build Coastguard Worker if (n & (2 * sizeof(float))) { 69*4bdc9457SAndroid Build Coastguard Worker _mm_storel_pi((__m64*) y, vacc_lo); 70*4bdc9457SAndroid Build Coastguard Worker vacc_lo = _mm_movehl_ps(vacc_lo, vacc_lo); 71*4bdc9457SAndroid Build Coastguard Worker y += 2; 72*4bdc9457SAndroid Build Coastguard Worker } 73*4bdc9457SAndroid Build Coastguard Worker if (n & (1 * sizeof(float))) { 74*4bdc9457SAndroid Build Coastguard Worker _mm_store_ss(y, vacc_lo); 75*4bdc9457SAndroid Build Coastguard Worker } 76*4bdc9457SAndroid Build Coastguard Worker } 77*4bdc9457SAndroid Build Coastguard Worker} 78