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}__sse_load1( 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)]) 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 += ${MR}; 75*4bdc9457SAndroid Build Coastguard Worker 76*4bdc9457SAndroid Build Coastguard Worker size_t k = kc; 77*4bdc9457SAndroid Build Coastguard Worker do { 78*4bdc9457SAndroid Build Coastguard Worker const __m128 vb${ABC[0:4]} = _mm_load_ps(w); 79*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, NR, 4): 80*4bdc9457SAndroid Build Coastguard Worker const __m128 vb${ABC[N:N+4]} = _mm_load_ps(w + ${N}); 81*4bdc9457SAndroid Build Coastguard Worker w += ${NR}; 82*4bdc9457SAndroid Build Coastguard Worker 83*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 84*4bdc9457SAndroid Build Coastguard Worker const __m128 va${M} = _mm_load1_ps(a${M}); 85*4bdc9457SAndroid Build Coastguard Worker a${M} += 1; 86*4bdc9457SAndroid Build Coastguard Worker 87*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 88*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 89*4bdc9457SAndroid Build Coastguard Worker vacc${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]})); 90*4bdc9457SAndroid Build Coastguard Worker k -= sizeof(float); 91*4bdc9457SAndroid Build Coastguard Worker } while (k != 0); 92*4bdc9457SAndroid Build Coastguard Worker p -= ${MR} * sizeof(void*); 93*4bdc9457SAndroid Build Coastguard Worker } while (p != 0); 94*4bdc9457SAndroid Build Coastguard Worker 95*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax = _mm_load_ps(params->sse.max); 96*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 97*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 98*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${ABC[N:N+4]} = _mm_min_ps(vacc${M}x${ABC[N:N+4]}, vmax); 99*4bdc9457SAndroid Build Coastguard Worker 100*4bdc9457SAndroid Build Coastguard Worker const __m128 vmin = _mm_load_ps(params->sse.min); 101*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 102*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 103*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${ABC[N:N+4]} = _mm_max_ps(vacc${M}x${ABC[N:N+4]}, vmin); 104*4bdc9457SAndroid Build Coastguard Worker 105*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nc >= ${NR}) { 106*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 107*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(c${M}, vacc${M}x${ABC[0:4]}); 108*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, NR, 4): 109*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(c${M} + ${N}, vacc${M}x${ABC[N:N+4]}); 110*4bdc9457SAndroid Build Coastguard Worker c${M} = (float*) ((uintptr_t) c${M} + cn_stride); 111*4bdc9457SAndroid Build Coastguard Worker 112*4bdc9457SAndroid Build Coastguard Worker a = (const float**restrict) ((uintptr_t) a - ks); 113*4bdc9457SAndroid Build Coastguard Worker nc -= ${NR}; 114*4bdc9457SAndroid Build Coastguard Worker } else { 115*4bdc9457SAndroid Build Coastguard Worker $for LOG2N in reversed(range(NR.bit_length())): 116*4bdc9457SAndroid Build Coastguard Worker $if NR != 1 << LOG2N: 117*4bdc9457SAndroid Build Coastguard Worker if (nc & ${1 << LOG2N}) { 118*4bdc9457SAndroid Build Coastguard Worker $if LOG2N >= 2: 119*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 120*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(c${M}, vacc${M}x${ABC[0:4]}); 121*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, 1 << LOG2N, 4): 122*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(c${M} + ${N}, vacc${M}x${ABC[N:N+4]}); 123*4bdc9457SAndroid Build Coastguard Worker 124*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 125*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, 1 << (LOG2N - 1), 4): 126*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${ABC[N:N+4]} = vacc${M}x${ABC[N + (1 << LOG2N):N + (1 << LOG2N)+4]}; 127*4bdc9457SAndroid Build Coastguard Worker 128*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 129*4bdc9457SAndroid Build Coastguard Worker c${M} += ${1 << LOG2N}; 130*4bdc9457SAndroid Build Coastguard Worker $elif LOG2N == 1: 131*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 132*4bdc9457SAndroid Build Coastguard Worker _mm_storel_pi((__m64*) c${M}, vacc${M}x${ABC[0:4]}); 133*4bdc9457SAndroid Build Coastguard Worker 134*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 135*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${ABC[0:4]} = _mm_movehl_ps(vacc${M}x${ABC[0:4]}, vacc${M}x${ABC[0:4]}); 136*4bdc9457SAndroid Build Coastguard Worker 137*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 138*4bdc9457SAndroid Build Coastguard Worker c${M} += 2; 139*4bdc9457SAndroid Build Coastguard Worker $elif LOG2N == 0: 140*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 141*4bdc9457SAndroid Build Coastguard Worker _mm_store_ss(c${M}, vacc${M}x${ABC[0:4]}); 142*4bdc9457SAndroid Build Coastguard Worker } 143*4bdc9457SAndroid Build Coastguard Worker 144*4bdc9457SAndroid Build Coastguard Worker nc = 0; 145*4bdc9457SAndroid Build Coastguard Worker } 146*4bdc9457SAndroid Build Coastguard Worker } while (nc != 0); 147*4bdc9457SAndroid Build Coastguard Worker} 148