1*4bdc9457SAndroid Build Coastguard Worker// Copyright 2022 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$assert BATCH_TILE % 8 == 0 7*4bdc9457SAndroid Build Coastguard Worker$assert BATCH_TILE >= 8 8*4bdc9457SAndroid Build Coastguard Worker$SIMD_TILE = BATCH_TILE // 8 9*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 10*4bdc9457SAndroid Build Coastguard Worker#include <stddef.h> 11*4bdc9457SAndroid Build Coastguard Worker#include <stdint.h> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker#include <arm_neon.h> 14*4bdc9457SAndroid Build Coastguard Worker 15*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/math.h> 16*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/window.h> 17*4bdc9457SAndroid Build Coastguard Worker 18*4bdc9457SAndroid Build Coastguard Worker$SHIFT_VARIANT = "_shift%s" % SHIFT if SHIFT else "" 19*4bdc9457SAndroid Build Coastguard Worker 20*4bdc9457SAndroid Build Coastguard Workervoid xnn_s16_window${SHIFT_VARIANT}_ukernel__neon_x${BATCH_TILE}( 21*4bdc9457SAndroid Build Coastguard Worker size_t rows, 22*4bdc9457SAndroid Build Coastguard Worker size_t batch_size, 23*4bdc9457SAndroid Build Coastguard Worker const int16_t* input, 24*4bdc9457SAndroid Build Coastguard Worker const int16_t* weights, 25*4bdc9457SAndroid Build Coastguard Worker int16_t* output, 26*4bdc9457SAndroid Build Coastguard Worker uint32_t shift) 27*4bdc9457SAndroid Build Coastguard Worker{ 28*4bdc9457SAndroid Build Coastguard Worker assert(rows != 0); 29*4bdc9457SAndroid Build Coastguard Worker assert(batch_size != 0); 30*4bdc9457SAndroid Build Coastguard Worker assert(input != NULL); 31*4bdc9457SAndroid Build Coastguard Worker assert(weights != NULL); 32*4bdc9457SAndroid Build Coastguard Worker assert(output != NULL); 33*4bdc9457SAndroid Build Coastguard Worker $if SHIFT != 0: 34*4bdc9457SAndroid Build Coastguard Worker assert(shift == ${SHIFT}); 35*4bdc9457SAndroid Build Coastguard Worker $else: 36*4bdc9457SAndroid Build Coastguard Worker assert(shift < 32); 37*4bdc9457SAndroid Build Coastguard Worker 38*4bdc9457SAndroid Build Coastguard Worker $if SHIFT == 0: 39*4bdc9457SAndroid Build Coastguard Worker const int32x4_t vshift = vdupq_n_s32(-(int32_t)shift); // negative to shift right. 40*4bdc9457SAndroid Build Coastguard Worker 41*4bdc9457SAndroid Build Coastguard Worker do { 42*4bdc9457SAndroid Build Coastguard Worker const int16_t* w = weights; 43*4bdc9457SAndroid Build Coastguard Worker size_t n = batch_size * sizeof(int16_t); 44*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 8: 45*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(int16_t); n -= ${BATCH_TILE} * sizeof(int16_t)) { 46*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 47*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vi${N} = vld1q_s16(input); input += 8; 48*4bdc9457SAndroid Build Coastguard Worker 49*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 50*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vw${N} = vld1q_s16(w); w += 8; 51*4bdc9457SAndroid Build Coastguard Worker 52*4bdc9457SAndroid Build Coastguard Worker $if SHIFT == 15: 53*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 54*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vout${N} = vqdmulhq_s16(vi${N}, vw${N}); 55*4bdc9457SAndroid Build Coastguard Worker $else: 56*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 57*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc${N}_lo = vmull_s16(vget_low_s16(vi${N}), vget_low_s16(vw${N})); 58*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc${N}_hi = vmull_s16(vget_high_s16(vi${N}), vget_high_s16(vw${N})); 59*4bdc9457SAndroid Build Coastguard Worker 60*4bdc9457SAndroid Build Coastguard Worker $if SHIFT != 0: 61*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 62*4bdc9457SAndroid Build Coastguard Worker const int16x4_t vshift${N}_lo = vqshrn_n_s32(vacc${N}_lo, ${SHIFT}); 63*4bdc9457SAndroid Build Coastguard Worker const int16x4_t vshift${N}_hi = vqshrn_n_s32(vacc${N}_hi, ${SHIFT}); 64*4bdc9457SAndroid Build Coastguard Worker 65*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 66*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vout${N} = vcombine_s16(vshift${N}_lo, vshift${N}_hi); 67*4bdc9457SAndroid Build Coastguard Worker $else: 68*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 69*4bdc9457SAndroid Build Coastguard Worker vacc${N}_lo = vshlq_s32(vacc${N}_lo, vshift); 70*4bdc9457SAndroid Build Coastguard Worker vacc${N}_hi = vshlq_s32(vacc${N}_hi, vshift); 71*4bdc9457SAndroid Build Coastguard Worker 72*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 73*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vout${N} = vcombine_s16(vqmovn_s32(vacc${N}_lo), vqmovn_s32(vacc${N}_hi)); 74*4bdc9457SAndroid Build Coastguard Worker 75*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 76*4bdc9457SAndroid Build Coastguard Worker vst1q_s16(output, vout${N}); output += 8; 77*4bdc9457SAndroid Build Coastguard Worker } 78*4bdc9457SAndroid Build Coastguard Worker 79*4bdc9457SAndroid Build Coastguard Worker // Remainder of full vectors 80*4bdc9457SAndroid Build Coastguard Worker for (; n >= 8 * sizeof(int16_t); n -= 8 * sizeof(int16_t)) { 81*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vi = vld1q_s16(input); input += 8; 82*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vw = vld1q_s16(w); w += 8; 83*4bdc9457SAndroid Build Coastguard Worker $if SHIFT == 15: 84*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vout = vqdmulhq_s16(vi, vw); 85*4bdc9457SAndroid Build Coastguard Worker $else: 86*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc_lo = vmull_s16(vget_low_s16(vi), vget_low_s16(vw)); 87*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc_hi = vmull_s16(vget_high_s16(vi), vget_high_s16(vw)); 88*4bdc9457SAndroid Build Coastguard Worker $if SHIFT != 0: 89*4bdc9457SAndroid Build Coastguard Worker const int16x4_t vshift_lo = vqshrn_n_s32(vacc_lo, ${SHIFT}); 90*4bdc9457SAndroid Build Coastguard Worker const int16x4_t vshift_hi = vqshrn_n_s32(vacc_hi, ${SHIFT}); 91*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vout = vcombine_s16(vshift_lo, vshift_hi); 92*4bdc9457SAndroid Build Coastguard Worker $else: 93*4bdc9457SAndroid Build Coastguard Worker vacc_lo = vshlq_s32(vacc_lo, vshift); 94*4bdc9457SAndroid Build Coastguard Worker vacc_hi = vshlq_s32(vacc_hi, vshift); 95*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vout = vcombine_s16(vqmovn_s32(vacc_lo), vqmovn_s32(vacc_hi)); 96*4bdc9457SAndroid Build Coastguard Worker vst1q_s16(output, vout); output += 8; 97*4bdc9457SAndroid Build Coastguard Worker } 98*4bdc9457SAndroid Build Coastguard Worker 99*4bdc9457SAndroid Build Coastguard Worker assert(n % 2 == 0); 100*4bdc9457SAndroid Build Coastguard Worker // Remainder of 1 to 7 batch_size 101*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 102*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vi = vld1q_s16(input); input = (const int16_t*) ((uintptr_t) input + n); 103*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vw = vld1q_s16(w); 104*4bdc9457SAndroid Build Coastguard Worker $if SHIFT == 15: 105*4bdc9457SAndroid Build Coastguard Worker int16x4_t vout = vqdmulh_s16(vget_low_s16(vi), vget_low_s16(vw)); 106*4bdc9457SAndroid Build Coastguard Worker $else: 107*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc = vmull_s16(vget_low_s16(vi), vget_low_s16(vw)); 108*4bdc9457SAndroid Build Coastguard Worker $if SHIFT != 0: 109*4bdc9457SAndroid Build Coastguard Worker int16x4_t vout = vqshrn_n_s32(vacc, ${SHIFT}); 110*4bdc9457SAndroid Build Coastguard Worker $else: 111*4bdc9457SAndroid Build Coastguard Worker vacc = vshlq_s32(vacc, vshift); 112*4bdc9457SAndroid Build Coastguard Worker int16x4_t vout = vqmovn_s32(vacc); 113*4bdc9457SAndroid Build Coastguard Worker if (n & (4 * sizeof(int16_t))) { 114*4bdc9457SAndroid Build Coastguard Worker vst1_s16(output, vout); output += 4; 115*4bdc9457SAndroid Build Coastguard Worker $if SHIFT == 15: 116*4bdc9457SAndroid Build Coastguard Worker vout = vqdmulh_s16(vget_high_s16(vi), vget_high_s16(vw)); 117*4bdc9457SAndroid Build Coastguard Worker $else: 118*4bdc9457SAndroid Build Coastguard Worker vacc = vmull_s16(vget_high_s16(vi), vget_high_s16(vw)); 119*4bdc9457SAndroid Build Coastguard Worker $if SHIFT != 0: 120*4bdc9457SAndroid Build Coastguard Worker vout = vqshrn_n_s32(vacc, ${SHIFT}); 121*4bdc9457SAndroid Build Coastguard Worker $else: 122*4bdc9457SAndroid Build Coastguard Worker vacc = vshlq_s32(vacc, vshift); 123*4bdc9457SAndroid Build Coastguard Worker vout = vqmovn_s32(vacc); 124*4bdc9457SAndroid Build Coastguard Worker } 125*4bdc9457SAndroid Build Coastguard Worker if (n & (2 * sizeof(int16_t))) { 126*4bdc9457SAndroid Build Coastguard Worker vst1_lane_u32((void*) output, vreinterpret_u32_s16(vout), 0); output += 2; 127*4bdc9457SAndroid Build Coastguard Worker vout = vext_s16(vout, vout, 2); 128*4bdc9457SAndroid Build Coastguard Worker } 129*4bdc9457SAndroid Build Coastguard Worker if (n & (1 * sizeof(int16_t))) { 130*4bdc9457SAndroid Build Coastguard Worker vst1_lane_s16(output, vout, 0); output += 1; 131*4bdc9457SAndroid Build Coastguard Worker } 132*4bdc9457SAndroid Build Coastguard Worker } 133*4bdc9457SAndroid Build Coastguard Worker 134*4bdc9457SAndroid Build Coastguard Worker } while (--rows != 0); 135*4bdc9457SAndroid Build Coastguard Worker} 136