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$assert NR == 2 7*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 8*4bdc9457SAndroid Build Coastguard Worker 9*4bdc9457SAndroid Build Coastguard Worker#include <arm_neon.h> 10*4bdc9457SAndroid Build Coastguard Worker 11*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/common.h> 12*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/gemm.h> 13*4bdc9457SAndroid Build Coastguard Worker 14*4bdc9457SAndroid Build Coastguard Worker 15*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_gemm${"inc" if INC else ""}_minmax_ukernel_${MR}x${NR}__${"neonfma" if FMA else "neon"}_lane_ld64( 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 $if INC: 26*4bdc9457SAndroid Build Coastguard Worker const float*restrict acc, 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(a != NULL); 35*4bdc9457SAndroid Build Coastguard Worker assert(w != NULL); 36*4bdc9457SAndroid Build Coastguard Worker assert(c != NULL); 37*4bdc9457SAndroid Build Coastguard Worker $if INC: 38*4bdc9457SAndroid Build Coastguard Worker assert(acc != NULL); 39*4bdc9457SAndroid Build Coastguard Worker 40*4bdc9457SAndroid Build Coastguard Worker const float* a0 = a; 41*4bdc9457SAndroid Build Coastguard Worker float* c0 = c; 42*4bdc9457SAndroid Build Coastguard Worker $for M in range(1, MR): 43*4bdc9457SAndroid Build Coastguard Worker const float* a${M} = (const float*) ((uintptr_t) a${M-1} + a_stride); 44*4bdc9457SAndroid Build Coastguard Worker float* c${M} = (float*) ((uintptr_t) c${M-1} + cm_stride); 45*4bdc9457SAndroid Build Coastguard Worker $if M % 2 == 0: 46*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr <= ${M}) { 47*4bdc9457SAndroid Build Coastguard Worker a${M} = a${M-1}; 48*4bdc9457SAndroid Build Coastguard Worker c${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 != ${M+1}) { 52*4bdc9457SAndroid Build Coastguard Worker a${M} = a${M-1}; 53*4bdc9457SAndroid Build Coastguard Worker c${M} = c${M-1}; 54*4bdc9457SAndroid Build Coastguard Worker } 55*4bdc9457SAndroid Build Coastguard Worker $else: 56*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr < ${M+1}) { 57*4bdc9457SAndroid Build Coastguard Worker a${M} = a${M-1}; 58*4bdc9457SAndroid Build Coastguard Worker c${M} = c${M-1}; 59*4bdc9457SAndroid Build Coastguard Worker } 60*4bdc9457SAndroid Build Coastguard Worker 61*4bdc9457SAndroid Build Coastguard Worker do { 62*4bdc9457SAndroid Build Coastguard Worker $if INC: 63*4bdc9457SAndroid Build Coastguard Worker $for M in range(0, MR): 64*4bdc9457SAndroid Build Coastguard Worker float32x2_t vacc${M}x01 = vld1_f32(w); w += 2; 65*4bdc9457SAndroid Build Coastguard Worker $else: 66*4bdc9457SAndroid Build Coastguard Worker float32x2_t vacc0x01 = vld1_f32(w); w += 2; 67*4bdc9457SAndroid Build Coastguard Worker $for M in range(1, MR): 68*4bdc9457SAndroid Build Coastguard Worker float32x2_t vacc${M}x01 = vacc0x01; 69*4bdc9457SAndroid Build Coastguard Worker 70*4bdc9457SAndroid Build Coastguard Worker size_t k = kc; 71*4bdc9457SAndroid Build Coastguard Worker for (; k >= 2 * sizeof(float); k -= 2 * sizeof(float)) { 72*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 73*4bdc9457SAndroid Build Coastguard Worker const float32x2_t va${M} = vld1_f32(a${M}); a${M} += 2; 74*4bdc9457SAndroid Build Coastguard Worker 75*4bdc9457SAndroid Build Coastguard Worker $for L in range(2): 76*4bdc9457SAndroid Build Coastguard Worker const float32x2_t vb01c${L} = vld1_f32(w); w += 2; 77*4bdc9457SAndroid Build Coastguard Worker 78*4bdc9457SAndroid Build Coastguard Worker $if FMA: 79*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM64 80*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 81*4bdc9457SAndroid Build Coastguard Worker vacc${M}x01 = vfma_lane_f32(vacc${M}x01, vb01c${L}, va${M}, ${L}); 82*4bdc9457SAndroid Build Coastguard Worker #else 83*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 84*4bdc9457SAndroid Build Coastguard Worker const float32x2_t va${M}c${L} = vdup_lane_f32(va${M}, ${L}); 85*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 86*4bdc9457SAndroid Build Coastguard Worker vacc${M}x01 = vfma_f32(vacc${M}x01, va${M}c${L}, vb01c${L}); 87*4bdc9457SAndroid Build Coastguard Worker #endif 88*4bdc9457SAndroid Build Coastguard Worker $else: 89*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 90*4bdc9457SAndroid Build Coastguard Worker vacc${M}x01 = vmla_lane_f32(vacc${M}x01, vb01c${L}, va${M}, ${L}); 91*4bdc9457SAndroid Build Coastguard Worker } 92*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(k != 0) { 93*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 94*4bdc9457SAndroid Build Coastguard Worker const float32x2_t va${M} = vld1_dup_f32(a${M}); a${M} += 1; 95*4bdc9457SAndroid Build Coastguard Worker 96*4bdc9457SAndroid Build Coastguard Worker const float32x2_t vb01 = vld1_f32(w); w += 2; 97*4bdc9457SAndroid Build Coastguard Worker 98*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 99*4bdc9457SAndroid Build Coastguard Worker $if FMA: 100*4bdc9457SAndroid Build Coastguard Worker vacc${M}x01 = vfma_f32(vacc${M}x01, va${M}, vb01); 101*4bdc9457SAndroid Build Coastguard Worker $else: 102*4bdc9457SAndroid Build Coastguard Worker vacc${M}x01 = vmla_f32(vacc${M}x01, va${M}, vb01); 103*4bdc9457SAndroid Build Coastguard Worker } 104*4bdc9457SAndroid Build Coastguard Worker 105*4bdc9457SAndroid Build Coastguard Worker const float32x2_t vmax = vld1_dup_f32(¶ms->scalar.max); 106*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 107*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 108*4bdc9457SAndroid Build Coastguard Worker vacc${M}x01 = vmin_f32(vacc${M}x01, vmax); 109*4bdc9457SAndroid Build Coastguard Worker 110*4bdc9457SAndroid Build Coastguard Worker const float32x2_t vmin = vld1_dup_f32(¶ms->scalar.min); 111*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, NR, 4): 112*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 113*4bdc9457SAndroid Build Coastguard Worker vacc${M}x01 = vmax_f32(vacc${M}x01, vmin); 114*4bdc9457SAndroid Build Coastguard Worker 115*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nc >= ${NR}) { 116*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 117*4bdc9457SAndroid Build Coastguard Worker vst1_f32(c${M}, vacc${M}x01); 118*4bdc9457SAndroid Build Coastguard Worker c${M} = (float*) ((uintptr_t) c${M} + cn_stride); 119*4bdc9457SAndroid Build Coastguard Worker 120*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 121*4bdc9457SAndroid Build Coastguard Worker a${M} = (const float*) ((uintptr_t) a${M} - kc); 122*4bdc9457SAndroid Build Coastguard Worker 123*4bdc9457SAndroid Build Coastguard Worker nc -= ${NR}; 124*4bdc9457SAndroid Build Coastguard Worker } else { 125*4bdc9457SAndroid Build Coastguard Worker assert(nc == 1); 126*4bdc9457SAndroid Build Coastguard Worker $for M in range(MR): 127*4bdc9457SAndroid Build Coastguard Worker vst1_lane_f32(c${M}, vacc${M}x01, 0); 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