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$SSE_HEADER = {1: "xmmintrin.h", 2: "emmintrin.h"}[SSE] 9*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 10*4bdc9457SAndroid Build Coastguard Worker 11*4bdc9457SAndroid Build Coastguard Worker#include <${SSE_HEADER}> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/igemm.h> 14*4bdc9457SAndroid Build Coastguard Worker 15*4bdc9457SAndroid Build Coastguard Worker 16*4bdc9457SAndroid Build Coastguard Worker$ISA = {1: "sse", 2: "sse2"}[SSE] 17*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_igemm_minmax_ukernel_${MR}x${NR}__${ISA}_dup( 18*4bdc9457SAndroid Build Coastguard Worker size_t mr, 19*4bdc9457SAndroid Build Coastguard Worker size_t nc, 20*4bdc9457SAndroid Build Coastguard Worker size_t kc, 21*4bdc9457SAndroid Build Coastguard Worker size_t ks, 22*4bdc9457SAndroid Build Coastguard Worker const float**restrict a, 23*4bdc9457SAndroid Build Coastguard Worker const float*restrict w, 24*4bdc9457SAndroid Build Coastguard Worker float*restrict c, 25*4bdc9457SAndroid Build Coastguard Worker size_t cm_stride, 26*4bdc9457SAndroid Build Coastguard Worker size_t cn_stride, 27*4bdc9457SAndroid Build Coastguard Worker size_t a_offset, 28*4bdc9457SAndroid Build Coastguard Worker const float* zero, 29*4bdc9457SAndroid Build Coastguard Worker const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) 30*4bdc9457SAndroid Build Coastguard Worker{ 31*4bdc9457SAndroid Build Coastguard Worker assert(mr != 0); 32*4bdc9457SAndroid Build Coastguard Worker assert(mr <= ${MR}); 33*4bdc9457SAndroid Build Coastguard Worker assert(nc != 0); 34*4bdc9457SAndroid Build Coastguard Worker assert(kc != 0); 35*4bdc9457SAndroid Build Coastguard Worker assert(kc % sizeof(float) == 0); 36*4bdc9457SAndroid Build Coastguard Worker assert(ks != 0); 37*4bdc9457SAndroid Build Coastguard Worker assert(ks % (${MR} * sizeof(void*)) == 0); 38*4bdc9457SAndroid Build Coastguard Worker assert(a_offset % sizeof(float) == 0); 39*4bdc9457SAndroid Build Coastguard Worker assert(a != NULL); 40*4bdc9457SAndroid Build Coastguard Worker assert(w != NULL); 41*4bdc9457SAndroid Build Coastguard Worker assert(c != NULL); 42*4bdc9457SAndroid Build Coastguard Worker 43*4bdc9457SAndroid Build Coastguard Worker float* c0 = c; 44*4bdc9457SAndroid Build Coastguard Worker $for M in range(1, MR): 45*4bdc9457SAndroid Build Coastguard Worker float* c${M} = (float*) ((uintptr_t) c${M-1} + cm_stride); 46*4bdc9457SAndroid Build Coastguard Worker $if M % 2 == 0: 47*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr <= ${M}) { 48*4bdc9457SAndroid Build Coastguard Worker c${M} = c${M-1}; 49*4bdc9457SAndroid Build Coastguard Worker } 50*4bdc9457SAndroid Build Coastguard Worker $elif M + 1 == MR: 51*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr != ${M+1}) { 52*4bdc9457SAndroid Build Coastguard Worker c${M} = c${M-1}; 53*4bdc9457SAndroid Build Coastguard Worker } 54*4bdc9457SAndroid Build Coastguard Worker $else: 55*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr < ${M+1}) { 56*4bdc9457SAndroid Build Coastguard Worker c${M} = c${M-1}; 57*4bdc9457SAndroid Build Coastguard Worker } 58*4bdc9457SAndroid Build Coastguard Worker 59*4bdc9457SAndroid Build Coastguard Worker do { 60*4bdc9457SAndroid Build Coastguard Worker __m128 vacc0x${ABC[0:4]} = _mm_load_ps(w); 61*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, NR, 4): 62*4bdc9457SAndroid Build Coastguard Worker __m128 vacc0x${ABC[N:N+4]} = _mm_load_ps(w + ${N}); 63*4bdc9457SAndroid Build Coastguard Worker $for M in range(1, MR): 64*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 65*4bdc9457SAndroid Build Coastguard Worker __m128 vacc${M}x${ABC[N:N+4]} = vacc0x${ABC[N:N+4]}; 66*4bdc9457SAndroid Build Coastguard Worker w += ${NR}; 67*4bdc9457SAndroid Build Coastguard Worker 68*4bdc9457SAndroid Build Coastguard Worker size_t p = ks; 69*4bdc9457SAndroid Build Coastguard Worker do { 70*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 71*4bdc9457SAndroid Build Coastguard Worker const float* restrict a${M} = a[${M}]; 72*4bdc9457SAndroid Build Coastguard Worker assert(a${M} != NULL); 73*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(a${M} != zero) { 74*4bdc9457SAndroid Build Coastguard Worker a${M} = (const float*) ((uintptr_t) a${M} + a_offset); 75*4bdc9457SAndroid Build Coastguard Worker } 76*4bdc9457SAndroid Build Coastguard Worker a += ${MR}; 77*4bdc9457SAndroid Build Coastguard Worker 78*4bdc9457SAndroid Build Coastguard Worker size_t k = kc; 79*4bdc9457SAndroid Build Coastguard Worker while (k >= 4 * sizeof(float)) { 80*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 81*4bdc9457SAndroid Build Coastguard Worker const __m128 va${M} = _mm_loadu_ps(a${M}); 82*4bdc9457SAndroid Build Coastguard Worker a${M} += 4; 83*4bdc9457SAndroid Build Coastguard Worker 84*4bdc9457SAndroid Build Coastguard Worker $for L in range(4): 85*4bdc9457SAndroid Build Coastguard Worker $LLLL = str(L) * 4 86*4bdc9457SAndroid Build Coastguard Worker 87*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 88*4bdc9457SAndroid Build Coastguard Worker $if SSE >= 2 and L < 3: 89*4bdc9457SAndroid Build Coastguard Worker const __m128 va${M}c${LLLL} = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(va${M}), _MM_SHUFFLE(${L}, ${L}, ${L}, ${L}))); 90*4bdc9457SAndroid Build Coastguard Worker $else: 91*4bdc9457SAndroid Build Coastguard Worker const __m128 va${M}c${LLLL} = _mm_shuffle_ps(va${M}, va${M}, _MM_SHUFFLE(${L}, ${L}, ${L}, ${L})); 92*4bdc9457SAndroid Build Coastguard Worker 93*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 94*4bdc9457SAndroid Build Coastguard Worker const __m128 vb${ABC[N:N+4]}c${L} = _mm_load_ps(w + ${L * NR + N}); 95*4bdc9457SAndroid Build Coastguard Worker 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${ABC[N:N+4]} = _mm_add_ps(vacc${M}x${ABC[N:N+4]}, _mm_mul_ps(va${M}c${LLLL}, vb${ABC[N:N+4]}c${L})); 99*4bdc9457SAndroid Build Coastguard Worker 100*4bdc9457SAndroid Build Coastguard Worker w += ${4 * NR}; 101*4bdc9457SAndroid Build Coastguard Worker k -= 4 * sizeof(float); 102*4bdc9457SAndroid Build Coastguard Worker } 103*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(k != 0) { 104*4bdc9457SAndroid Build Coastguard Worker do { 105*4bdc9457SAndroid Build Coastguard Worker const __m128 vb${ABC[0:4]} = _mm_load_ps(w); 106*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, NR, 4): 107*4bdc9457SAndroid Build Coastguard Worker const __m128 vb${ABC[N:N+4]} = _mm_load_ps(w + ${N}); 108*4bdc9457SAndroid Build Coastguard Worker w += ${NR}; 109*4bdc9457SAndroid Build Coastguard Worker 110*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 111*4bdc9457SAndroid Build Coastguard Worker const __m128 va${M} = _mm_load1_ps(a${M}); 112*4bdc9457SAndroid Build Coastguard Worker a${M} += 1; 113*4bdc9457SAndroid Build Coastguard Worker 114*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 115*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 116*4bdc9457SAndroid Build Coastguard Worker vacc${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]})); 117*4bdc9457SAndroid Build Coastguard Worker k -= sizeof(float); 118*4bdc9457SAndroid Build Coastguard Worker } while (k != 0); 119*4bdc9457SAndroid Build Coastguard Worker } 120*4bdc9457SAndroid Build Coastguard Worker p -= ${MR} * sizeof(void*); 121*4bdc9457SAndroid Build Coastguard Worker } while (p != 0); 122*4bdc9457SAndroid Build Coastguard Worker 123*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax = _mm_load_ps(params->sse.max); 124*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 125*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 126*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${ABC[N:N+4]} = _mm_min_ps(vacc${M}x${ABC[N:N+4]}, vmax); 127*4bdc9457SAndroid Build Coastguard Worker 128*4bdc9457SAndroid Build Coastguard Worker const __m128 vmin = _mm_load_ps(params->sse.min); 129*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 130*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 131*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${ABC[N:N+4]} = _mm_max_ps(vacc${M}x${ABC[N:N+4]}, vmin); 132*4bdc9457SAndroid Build Coastguard Worker 133*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nc >= ${NR}) { 134*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 135*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(c${M}, vacc${M}x${ABC[0:4]}); 136*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, NR, 4): 137*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(c${M} + ${N}, vacc${M}x${ABC[N:N+4]}); 138*4bdc9457SAndroid Build Coastguard Worker c${M} = (float*) ((uintptr_t) c${M} + cn_stride); 139*4bdc9457SAndroid Build Coastguard Worker 140*4bdc9457SAndroid Build Coastguard Worker a = (const float**restrict) ((uintptr_t) a - ks); 141*4bdc9457SAndroid Build Coastguard Worker nc -= ${NR}; 142*4bdc9457SAndroid Build Coastguard Worker } else { 143*4bdc9457SAndroid Build Coastguard Worker $for LOG2N in reversed(range(NR.bit_length())): 144*4bdc9457SAndroid Build Coastguard Worker $if NR != 1 << LOG2N: 145*4bdc9457SAndroid Build Coastguard Worker if (nc & ${1 << LOG2N}) { 146*4bdc9457SAndroid Build Coastguard Worker $if LOG2N >= 2: 147*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 148*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(c${M}, vacc${M}x${ABC[0:4]}); 149*4bdc9457SAndroid Build Coastguard Worker $for N in range(4, 1 << LOG2N, 4): 150*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(c${M} + ${N}, vacc${M}x${ABC[N:N+4]}); 151*4bdc9457SAndroid Build Coastguard Worker 152*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 153*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, 1 << (LOG2N - 1), 4): 154*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${ABC[N:N+4]} = vacc${M}x${ABC[N + (1 << LOG2N):N + (1 << LOG2N)+4]}; 155*4bdc9457SAndroid Build Coastguard Worker 156*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 157*4bdc9457SAndroid Build Coastguard Worker c${M} += ${1 << LOG2N}; 158*4bdc9457SAndroid Build Coastguard Worker $elif LOG2N == 1: 159*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 160*4bdc9457SAndroid Build Coastguard Worker _mm_storel_pi((__m64*) c${M}, vacc${M}x${ABC[0:4]}); 161*4bdc9457SAndroid Build Coastguard Worker 162*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 163*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${ABC[0:4]} = _mm_movehl_ps(vacc${M}x${ABC[0:4]}, vacc${M}x${ABC[0:4]}); 164*4bdc9457SAndroid Build Coastguard Worker 165*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 166*4bdc9457SAndroid Build Coastguard Worker c${M} += 2; 167*4bdc9457SAndroid Build Coastguard Worker $elif LOG2N == 0: 168*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(MR)): 169*4bdc9457SAndroid Build Coastguard Worker _mm_store_ss(c${M}, vacc${M}x${ABC[0:4]}); 170*4bdc9457SAndroid Build Coastguard Worker } 171*4bdc9457SAndroid Build Coastguard Worker 172*4bdc9457SAndroid Build Coastguard Worker nc = 0; 173*4bdc9457SAndroid Build Coastguard Worker } 174*4bdc9457SAndroid Build Coastguard Worker } while (nc != 0); 175*4bdc9457SAndroid Build Coastguard Worker} 176