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$assert NR % 4 == 0 7*4bdc9457SAndroid Build Coastguard Worker$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" 8*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 9*4bdc9457SAndroid Build Coastguard Worker 10*4bdc9457SAndroid Build Coastguard Worker#include <xmmintrin.h> 11*4bdc9457SAndroid Build Coastguard Worker 12*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/igemm.h> 13*4bdc9457SAndroid Build Coastguard Worker 14*4bdc9457SAndroid Build Coastguard Worker 15*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_igemm_minmax_ukernel_${MR}x${NR}s4__sse( 16*4bdc9457SAndroid Build Coastguard Worker size_t mr, 17*4bdc9457SAndroid Build Coastguard Worker size_t nc, 18*4bdc9457SAndroid Build Coastguard Worker size_t kc, 19*4bdc9457SAndroid Build Coastguard Worker size_t ks, 20*4bdc9457SAndroid Build Coastguard Worker const float**restrict a, 21*4bdc9457SAndroid Build Coastguard Worker const float*restrict w, 22*4bdc9457SAndroid Build Coastguard Worker float*restrict c, 23*4bdc9457SAndroid Build Coastguard Worker size_t cm_stride, 24*4bdc9457SAndroid Build Coastguard Worker size_t cn_stride, 25*4bdc9457SAndroid Build Coastguard Worker size_t a_offset, 26*4bdc9457SAndroid Build Coastguard Worker const float* zero, 27*4bdc9457SAndroid Build Coastguard Worker const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS 28*4bdc9457SAndroid Build Coastguard Worker{ 29*4bdc9457SAndroid Build Coastguard Worker assert(mr != 0); 30*4bdc9457SAndroid Build Coastguard Worker assert(mr <= ${MR}); 31*4bdc9457SAndroid Build Coastguard Worker assert(nc != 0); 32*4bdc9457SAndroid Build Coastguard Worker assert(kc != 0); 33*4bdc9457SAndroid Build Coastguard Worker assert(kc % sizeof(float) == 0); 34*4bdc9457SAndroid Build Coastguard Worker assert(ks != 0); 35*4bdc9457SAndroid Build Coastguard Worker assert(ks % (${MR} * sizeof(void*)) == 0); 36*4bdc9457SAndroid Build Coastguard Worker assert(a_offset % sizeof(float) == 0); 37*4bdc9457SAndroid Build Coastguard Worker assert(a != NULL); 38*4bdc9457SAndroid Build Coastguard Worker assert(w != NULL); 39*4bdc9457SAndroid Build Coastguard Worker assert(c != NULL); 40*4bdc9457SAndroid Build Coastguard Worker 41*4bdc9457SAndroid Build Coastguard Worker float* c0 = c; 42*4bdc9457SAndroid Build Coastguard Worker $for M in range(1, MR): 43*4bdc9457SAndroid Build Coastguard Worker float* c${M} = (float*) ((uintptr_t) c${M-1} + cm_stride); 44*4bdc9457SAndroid Build Coastguard Worker $if M % 2 == 0: 45*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr <= ${M}) { 46*4bdc9457SAndroid Build Coastguard Worker c${M} = c${M-1}; 47*4bdc9457SAndroid Build Coastguard Worker } 48*4bdc9457SAndroid Build Coastguard Worker $elif M + 1 == MR: 49*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr != ${M+1}) { 50*4bdc9457SAndroid Build Coastguard Worker c${M} = c${M-1}; 51*4bdc9457SAndroid Build Coastguard Worker } 52*4bdc9457SAndroid Build Coastguard Worker $else: 53*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr < ${M+1}) { 54*4bdc9457SAndroid Build Coastguard Worker c${M} = c${M-1}; 55*4bdc9457SAndroid Build Coastguard Worker } 56*4bdc9457SAndroid Build Coastguard Worker 57*4bdc9457SAndroid Build Coastguard Worker do { 58*4bdc9457SAndroid Build Coastguard Worker __m128 vacc0x${ABC[0:4]} = _mm_load_ps(w); 59*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, NR, 4): 60*4bdc9457SAndroid Build Coastguard Worker __m128 vacc0x${ABC[N:N+4]} = _mm_load_ps(w + ${N}); 61*4bdc9457SAndroid Build Coastguard Worker $for M in range(1, MR): 62*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 63*4bdc9457SAndroid Build Coastguard Worker __m128 vacc${M}x${ABC[N:N+4]} = vacc0x${ABC[N:N+4]}; 64*4bdc9457SAndroid Build Coastguard Worker w += ${NR}; 65*4bdc9457SAndroid Build Coastguard Worker 66*4bdc9457SAndroid Build Coastguard Worker size_t p = ks; 67*4bdc9457SAndroid Build Coastguard Worker do { 68*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 69*4bdc9457SAndroid Build Coastguard Worker const float* restrict a${M} = a[${M}]; 70*4bdc9457SAndroid Build Coastguard Worker assert(a${M} != NULL); 71*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(a${M} != zero) { 72*4bdc9457SAndroid Build Coastguard Worker a${M} = (const float*) ((uintptr_t) a${M} + a_offset); 73*4bdc9457SAndroid Build Coastguard Worker } 74*4bdc9457SAndroid Build Coastguard Worker a += ${MR}; 75*4bdc9457SAndroid Build Coastguard Worker 76*4bdc9457SAndroid Build Coastguard Worker size_t k = kc; 77*4bdc9457SAndroid Build Coastguard Worker while (k >= 4 * sizeof(float)) { 78*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 79*4bdc9457SAndroid Build Coastguard Worker __m128 va${M} = _mm_loadu_ps(a${M}); 80*4bdc9457SAndroid Build Coastguard Worker a${M} += 4; 81*4bdc9457SAndroid Build Coastguard Worker 82*4bdc9457SAndroid Build Coastguard Worker $for L in range(4): 83*4bdc9457SAndroid Build Coastguard Worker 84*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 85*4bdc9457SAndroid Build Coastguard Worker const __m128 vb${ABC[N:N+4]}c${L} = _mm_load_ps(w + ${L * NR + N}); 86*4bdc9457SAndroid Build Coastguard Worker 87*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 88*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 89*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${ABC[N:N+4]} = _mm_add_ps(vacc${M}x${ABC[N:N+4]}, _mm_mul_ps(va${M}, vb${ABC[N:N+4]}c${L})); 90*4bdc9457SAndroid Build Coastguard Worker 91*4bdc9457SAndroid Build Coastguard Worker $if L + 1 != 4: 92*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 93*4bdc9457SAndroid Build Coastguard Worker va${M} = _mm_shuffle_ps(va${M}, va${M}, _MM_SHUFFLE(0, 3, 2, 1)); 94*4bdc9457SAndroid Build Coastguard Worker 95*4bdc9457SAndroid Build Coastguard Worker w += ${4 * NR}; 96*4bdc9457SAndroid Build Coastguard Worker k -= 4 * sizeof(float); 97*4bdc9457SAndroid Build Coastguard Worker } 98*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(k != 0) { 99*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 100*4bdc9457SAndroid Build Coastguard Worker __m128 va${M} = _mm_loadu_ps(a${M}); 101*4bdc9457SAndroid Build Coastguard Worker a${M} = (const float*) ((uintptr_t) a${M} + k); 102*4bdc9457SAndroid Build Coastguard Worker 103*4bdc9457SAndroid Build Coastguard Worker $for L in range(4): 104*4bdc9457SAndroid Build Coastguard Worker 105*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 106*4bdc9457SAndroid Build Coastguard Worker const __m128 vb${ABC[N:N+4]}c${L} = _mm_load_ps(w + ${L * NR + N}); 107*4bdc9457SAndroid Build Coastguard Worker 108*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 109*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 110*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${ABC[N:N+4]} = _mm_add_ps(vacc${M}x${ABC[N:N+4]}, _mm_mul_ps(_mm_andnot_ps(_mm_cmpeq_ps(_mm_setzero_ps(), vb${ABC[N:N+4]}c${L}), va${M}), vb${ABC[N:N+4]}c${L})); 111*4bdc9457SAndroid Build Coastguard Worker 112*4bdc9457SAndroid Build Coastguard Worker $if L + 1 != 4: 113*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 114*4bdc9457SAndroid Build Coastguard Worker va${M} = _mm_shuffle_ps(va${M}, va${M}, _MM_SHUFFLE(0, 3, 2, 1)); 115*4bdc9457SAndroid Build Coastguard Worker 116*4bdc9457SAndroid Build Coastguard Worker w += ${4 * NR}; 117*4bdc9457SAndroid Build Coastguard Worker } 118*4bdc9457SAndroid Build Coastguard Worker p -= ${MR} * sizeof(void*); 119*4bdc9457SAndroid Build Coastguard Worker } while (p != 0); 120*4bdc9457SAndroid Build Coastguard Worker 121*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax = _mm_load_ps(params->sse.max); 122*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 123*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 124*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${ABC[N:N+4]} = _mm_min_ps(vacc${M}x${ABC[N:N+4]}, vmax); 125*4bdc9457SAndroid Build Coastguard Worker 126*4bdc9457SAndroid Build Coastguard Worker const __m128 vmin = _mm_load_ps(params->sse.min); 127*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 128*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 129*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${ABC[N:N+4]} = _mm_max_ps(vacc${M}x${ABC[N:N+4]}, vmin); 130*4bdc9457SAndroid Build Coastguard Worker 131*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nc >= ${NR}) { 132*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 133*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(c${M}, vacc${M}x${ABC[0:4]}); 134*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, NR, 4): 135*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(c${M} + ${N}, vacc${M}x${ABC[N:N+4]}); 136*4bdc9457SAndroid Build Coastguard Worker c${M} = (float*) ((uintptr_t) c${M} + cn_stride); 137*4bdc9457SAndroid Build Coastguard Worker 138*4bdc9457SAndroid Build Coastguard Worker a = (const float**restrict) ((uintptr_t) a - ks); 139*4bdc9457SAndroid Build Coastguard Worker nc -= ${NR}; 140*4bdc9457SAndroid Build Coastguard Worker } else { 141*4bdc9457SAndroid Build Coastguard Worker $for LOG2N in reversed(range(NR.bit_length())): 142*4bdc9457SAndroid Build Coastguard Worker $if NR != 1 << LOG2N: 143*4bdc9457SAndroid Build Coastguard Worker if (nc & ${1 << LOG2N}) { 144*4bdc9457SAndroid Build Coastguard Worker $if LOG2N >= 2: 145*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 146*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(c${M}, vacc${M}x${ABC[0:4]}); 147*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, 1 << LOG2N, 4): 148*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(c${M} + ${N}, vacc${M}x${ABC[N:N+4]}); 149*4bdc9457SAndroid Build Coastguard Worker 150*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 151*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, 1 << (LOG2N - 1), 4): 152*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${ABC[N:N+4]} = vacc${M}x${ABC[N + (1 << LOG2N):N + (1 << LOG2N)+4]}; 153*4bdc9457SAndroid Build Coastguard Worker 154*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 155*4bdc9457SAndroid Build Coastguard Worker c${M} += ${1 << LOG2N}; 156*4bdc9457SAndroid Build Coastguard Worker $elif LOG2N == 1: 157*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 158*4bdc9457SAndroid Build Coastguard Worker _mm_storel_pi((__m64*) c${M}, vacc${M}x${ABC[0:4]}); 159*4bdc9457SAndroid Build Coastguard Worker 160*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 161*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${ABC[0:4]} = _mm_movehl_ps(vacc${M}x${ABC[0:4]}, vacc${M}x${ABC[0:4]}); 162*4bdc9457SAndroid Build Coastguard Worker 163*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 164*4bdc9457SAndroid Build Coastguard Worker c${M} += 2; 165*4bdc9457SAndroid Build Coastguard Worker $elif LOG2N == 0: 166*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 167*4bdc9457SAndroid Build Coastguard Worker _mm_store_ss(c${M}, vacc${M}x${ABC[0:4]}); 168*4bdc9457SAndroid Build Coastguard Worker } 169*4bdc9457SAndroid Build Coastguard Worker 170*4bdc9457SAndroid Build Coastguard Worker nc = 0; 171*4bdc9457SAndroid Build Coastguard Worker } 172*4bdc9457SAndroid Build Coastguard Worker } while (nc != 0); 173*4bdc9457SAndroid Build Coastguard Worker} 174