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$assert NR == 2 7*4bdc9457SAndroid Build Coastguard Worker$assert MR % 2 == 0 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/gemm.h> 13*4bdc9457SAndroid Build Coastguard Worker 14*4bdc9457SAndroid Build Coastguard Worker 15*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_gemm_minmax_ukernel_${MR}x${NR}c4__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 const float* restrict a, 20*4bdc9457SAndroid Build Coastguard Worker size_t a_stride, 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 const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS 26*4bdc9457SAndroid Build Coastguard Worker{ 27*4bdc9457SAndroid Build Coastguard Worker assert(mr != 0); 28*4bdc9457SAndroid Build Coastguard Worker assert(mr <= ${MR}); 29*4bdc9457SAndroid Build Coastguard Worker assert(nc != 0); 30*4bdc9457SAndroid Build Coastguard Worker assert(kc != 0); 31*4bdc9457SAndroid Build Coastguard Worker assert(kc % sizeof(float) == 0); 32*4bdc9457SAndroid Build Coastguard Worker assert(a != NULL); 33*4bdc9457SAndroid Build Coastguard Worker assert(w != NULL); 34*4bdc9457SAndroid Build Coastguard Worker assert(c != NULL); 35*4bdc9457SAndroid Build Coastguard Worker 36*4bdc9457SAndroid Build Coastguard Worker const float* a0 = a; 37*4bdc9457SAndroid Build Coastguard Worker float* c0 = c; 38*4bdc9457SAndroid Build Coastguard Worker $for M in range(1, MR): 39*4bdc9457SAndroid Build Coastguard Worker const float* a${M} = (const float*) ((uintptr_t) a${M-1} + a_stride); 40*4bdc9457SAndroid Build Coastguard Worker float* c${M} = (float*) ((uintptr_t) c${M-1} + cm_stride); 41*4bdc9457SAndroid Build Coastguard Worker $if M % 2 == 0: 42*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr <= ${M}) { 43*4bdc9457SAndroid Build Coastguard Worker a${M} = a${M-1}; 44*4bdc9457SAndroid Build Coastguard Worker c${M} = c${M-1}; 45*4bdc9457SAndroid Build Coastguard Worker } 46*4bdc9457SAndroid Build Coastguard Worker $elif M + 1 == MR: 47*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr != ${M+1}) { 48*4bdc9457SAndroid Build Coastguard Worker a${M} = a${M-1}; 49*4bdc9457SAndroid Build Coastguard Worker c${M} = c${M-1}; 50*4bdc9457SAndroid Build Coastguard Worker } 51*4bdc9457SAndroid Build Coastguard Worker $else: 52*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr < ${M+1}) { 53*4bdc9457SAndroid Build Coastguard Worker a${M} = a${M-1}; 54*4bdc9457SAndroid Build Coastguard Worker c${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 vacc0x0c4 = _mm_load_ss(w); 59*4bdc9457SAndroid Build Coastguard Worker $for N in range(1, NR): 60*4bdc9457SAndroid Build Coastguard Worker __m128 vacc0x${N}c4 = _mm_load_ss(w + ${N}); 61*4bdc9457SAndroid Build Coastguard Worker $for M in range(1, MR): 62*4bdc9457SAndroid Build Coastguard Worker $for N in range(NR): 63*4bdc9457SAndroid Build Coastguard Worker __m128 vacc${M}x${N}c4 = vacc0x${N}c4; 64*4bdc9457SAndroid Build Coastguard Worker w += ${NR}; 65*4bdc9457SAndroid Build Coastguard Worker 66*4bdc9457SAndroid Build Coastguard Worker size_t k = kc; 67*4bdc9457SAndroid Build Coastguard Worker for (; k >= 4 * sizeof(float); k -= 4 * sizeof(float)) { 68*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 69*4bdc9457SAndroid Build Coastguard Worker const __m128 va${M} = _mm_loadu_ps(a${M}); 70*4bdc9457SAndroid Build Coastguard Worker a${M} += 4; 71*4bdc9457SAndroid Build Coastguard Worker 72*4bdc9457SAndroid Build Coastguard Worker const __m128 vb0 = _mm_loadu_ps(w); 73*4bdc9457SAndroid Build Coastguard Worker $for N in range(1, NR): 74*4bdc9457SAndroid Build Coastguard Worker const __m128 vb${N} = _mm_loadu_ps(w + ${N * 4}); 75*4bdc9457SAndroid Build Coastguard Worker w += ${NR * 4}; 76*4bdc9457SAndroid Build Coastguard Worker 77*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 78*4bdc9457SAndroid Build Coastguard Worker $for N in range(NR): 79*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${N}c4 = _mm_add_ps(vacc${M}x${N}c4, _mm_mul_ps(va${M}, vb${N})); 80*4bdc9457SAndroid Build Coastguard Worker } 81*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(k != 0) { 82*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 83*4bdc9457SAndroid Build Coastguard Worker const __m128 va${M} = _mm_loadu_ps(a${M}); 84*4bdc9457SAndroid Build Coastguard Worker a${M} = (const float*) ((uintptr_t) a${M} + k); 85*4bdc9457SAndroid Build Coastguard Worker 86*4bdc9457SAndroid Build Coastguard Worker const __m128 vb0 = _mm_loadu_ps(w); 87*4bdc9457SAndroid Build Coastguard Worker $for N in range(1, NR): 88*4bdc9457SAndroid Build Coastguard Worker const __m128 vb${N} = _mm_loadu_ps(w + ${N * 4}); 89*4bdc9457SAndroid Build Coastguard Worker w += ${NR * 4}; 90*4bdc9457SAndroid Build Coastguard Worker 91*4bdc9457SAndroid Build Coastguard Worker $for N in range(NR): 92*4bdc9457SAndroid Build Coastguard Worker const __m128 vmask${N} = _mm_cmpeq_ps(_mm_setzero_ps(), vb${N}); 93*4bdc9457SAndroid Build Coastguard Worker 94*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 95*4bdc9457SAndroid Build Coastguard Worker $for N in range(NR): 96*4bdc9457SAndroid Build Coastguard Worker vacc${M}x${N}c4 = _mm_add_ps(vacc${M}x${N}c4, _mm_mul_ps(_mm_andnot_ps(vmask${N}, va${M}), vb${N})); 97*4bdc9457SAndroid Build Coastguard Worker } 98*4bdc9457SAndroid Build Coastguard Worker 99*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 100*4bdc9457SAndroid Build Coastguard Worker const __m128 vacc${M}x01c2 = _mm_add_ps(_mm_unpacklo_ps(vacc${M}x0c4, vacc${M}x1c4), _mm_unpackhi_ps(vacc${M}x0c4, vacc${M}x1c4)); 101*4bdc9457SAndroid Build Coastguard Worker 102*4bdc9457SAndroid Build Coastguard Worker $for M in range(0, MR, 2): 103*4bdc9457SAndroid Build Coastguard Worker __m128 vacc${M}${M+1}x01 = _mm_add_ps(_mm_movelh_ps(vacc${M}x01c2, vacc${M+1}x01c2), _mm_movehl_ps(vacc${M+1}x01c2, vacc${M}x01c2)); 104*4bdc9457SAndroid Build Coastguard Worker 105*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax = _mm_load_ps(params->sse.max); 106*4bdc9457SAndroid Build Coastguard Worker $for M in range(0, MR, 2): 107*4bdc9457SAndroid Build Coastguard Worker vacc${M}${M+1}x01 = _mm_min_ps(vacc${M}${M+1}x01, vmax); 108*4bdc9457SAndroid Build Coastguard Worker 109*4bdc9457SAndroid Build Coastguard Worker const __m128 vmin = _mm_load_ps(params->sse.min); 110*4bdc9457SAndroid Build Coastguard Worker $for M in range(0, MR, 2): 111*4bdc9457SAndroid Build Coastguard Worker vacc${M}${M+1}x01 = _mm_max_ps(vacc${M}${M+1}x01, vmin); 112*4bdc9457SAndroid Build Coastguard Worker 113*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nc >= ${NR}) { 114*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(0, MR, 2)): 115*4bdc9457SAndroid Build Coastguard Worker _mm_storel_pi((__m64*) c${M}, vacc${M}${M+1}x01); 116*4bdc9457SAndroid Build Coastguard Worker c${M} = (float*) ((uintptr_t) c${M} + cn_stride); 117*4bdc9457SAndroid Build Coastguard Worker a${M} = (const float*) ((uintptr_t) a${M} - kc); 118*4bdc9457SAndroid Build Coastguard Worker _mm_storeh_pi((__m64*) c${M+1}, vacc${M}${M+1}x01); 119*4bdc9457SAndroid Build Coastguard Worker c${M+1} = (float*) ((uintptr_t) c${M+1} + cn_stride); 120*4bdc9457SAndroid Build Coastguard Worker a${M+1} = (const float*) ((uintptr_t) a${M+1} - kc); 121*4bdc9457SAndroid Build Coastguard Worker 122*4bdc9457SAndroid Build Coastguard Worker nc -= ${NR}; 123*4bdc9457SAndroid Build Coastguard Worker } else { 124*4bdc9457SAndroid Build Coastguard Worker assert(nc == 1); 125*4bdc9457SAndroid Build Coastguard Worker $for M in reversed(range(0, MR, 2)): 126*4bdc9457SAndroid Build Coastguard Worker _mm_store_ss(c${M}, vacc${M}${M+1}x01); 127*4bdc9457SAndroid Build Coastguard Worker _mm_store_ss(c${M+1}, _mm_movehl_ps(vacc${M}${M+1}x01, vacc${M}${M+1}x01)); 128*4bdc9457SAndroid Build Coastguard Worker 129*4bdc9457SAndroid Build Coastguard Worker nc = 0; 130*4bdc9457SAndroid Build Coastguard Worker } 131*4bdc9457SAndroid Build Coastguard Worker } while (nc != 0); 132*4bdc9457SAndroid Build Coastguard Worker} 133