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$assert CHANNEL_TILE % 4 == 0 7*4bdc9457SAndroid Build Coastguard Worker$assert CHANNEL_TILE >= 4 8*4bdc9457SAndroid Build Coastguard Worker$assert PIXEL_TILE == 1 9*4bdc9457SAndroid Build Coastguard Worker$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" 10*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 11*4bdc9457SAndroid Build Coastguard Worker 12*4bdc9457SAndroid Build Coastguard Worker#include <immintrin.h> 13*4bdc9457SAndroid Build Coastguard Worker 14*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/ibilinear.h> 15*4bdc9457SAndroid Build Coastguard Worker 16*4bdc9457SAndroid Build Coastguard Worker 17*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_ibilinear_ukernel__sse_c${CHANNEL_TILE}${"" if PIXEL_TILE == 1 else "x%d" % PIXEL_TILE}( 18*4bdc9457SAndroid Build Coastguard Worker size_t output_pixels, 19*4bdc9457SAndroid Build Coastguard Worker size_t channels, 20*4bdc9457SAndroid Build Coastguard Worker const float**restrict input, 21*4bdc9457SAndroid Build Coastguard Worker size_t input_offset, 22*4bdc9457SAndroid Build Coastguard Worker const float*restrict weights, 23*4bdc9457SAndroid Build Coastguard Worker float*restrict output, 24*4bdc9457SAndroid Build Coastguard Worker size_t output_increment) XNN_OOB_READS 25*4bdc9457SAndroid Build Coastguard Worker{ 26*4bdc9457SAndroid Build Coastguard Worker assert(output_pixels != 0); 27*4bdc9457SAndroid Build Coastguard Worker assert(channels != 0); 28*4bdc9457SAndroid Build Coastguard Worker assert(channels % sizeof(float) == 0); 29*4bdc9457SAndroid Build Coastguard Worker 30*4bdc9457SAndroid Build Coastguard Worker do { 31*4bdc9457SAndroid Build Coastguard Worker const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset); 32*4bdc9457SAndroid Build Coastguard Worker const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset); 33*4bdc9457SAndroid Build Coastguard Worker const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset); 34*4bdc9457SAndroid Build Coastguard Worker const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset); 35*4bdc9457SAndroid Build Coastguard Worker input += 4; 36*4bdc9457SAndroid Build Coastguard Worker 37*4bdc9457SAndroid Build Coastguard Worker __m128 valphahv = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) weights); 38*4bdc9457SAndroid Build Coastguard Worker valphahv = _mm_unpacklo_ps(valphahv, valphahv); 39*4bdc9457SAndroid Build Coastguard Worker const __m128 valphah = _mm_movelh_ps(valphahv, valphahv); 40*4bdc9457SAndroid Build Coastguard Worker const __m128 valphav = _mm_movehl_ps(valphahv, valphahv); 41*4bdc9457SAndroid Build Coastguard Worker weights += 2; 42*4bdc9457SAndroid Build Coastguard Worker 43*4bdc9457SAndroid Build Coastguard Worker size_t c = channels; 44*4bdc9457SAndroid Build Coastguard Worker for (; c >= ${CHANNEL_TILE} * sizeof(float); c -= ${CHANNEL_TILE} * sizeof(float)) { 45*4bdc9457SAndroid Build Coastguard Worker const __m128 vtl${ABC[0:4]} = _mm_loadu_ps(i0); 46*4bdc9457SAndroid Build Coastguard Worker const __m128 vtr${ABC[0:4]} = _mm_loadu_ps(i1); 47*4bdc9457SAndroid Build Coastguard Worker const __m128 vbl${ABC[0:4]} = _mm_loadu_ps(i2); 48*4bdc9457SAndroid Build Coastguard Worker const __m128 vbr${ABC[0:4]} = _mm_loadu_ps(i3); 49*4bdc9457SAndroid Build Coastguard Worker $for C in range(4, CHANNEL_TILE, 4): 50*4bdc9457SAndroid Build Coastguard Worker const __m128 vtl${ABC[C:C+4]} = _mm_loadu_ps(i0 + ${C}); 51*4bdc9457SAndroid Build Coastguard Worker const __m128 vtr${ABC[C:C+4]} = _mm_loadu_ps(i1 + ${C}); 52*4bdc9457SAndroid Build Coastguard Worker const __m128 vbl${ABC[C:C+4]} = _mm_loadu_ps(i2 + ${C}); 53*4bdc9457SAndroid Build Coastguard Worker const __m128 vbr${ABC[C:C+4]} = _mm_loadu_ps(i3 + ${C}); 54*4bdc9457SAndroid Build Coastguard Worker i0 += ${CHANNEL_TILE}; 55*4bdc9457SAndroid Build Coastguard Worker i1 += ${CHANNEL_TILE}; 56*4bdc9457SAndroid Build Coastguard Worker i2 += ${CHANNEL_TILE}; 57*4bdc9457SAndroid Build Coastguard Worker i3 += ${CHANNEL_TILE}; 58*4bdc9457SAndroid Build Coastguard Worker 59*4bdc9457SAndroid Build Coastguard Worker $for C in range(0, CHANNEL_TILE, 4): 60*4bdc9457SAndroid Build Coastguard Worker const __m128 vtd${ABC[C:C+4]} = _mm_sub_ps(vtr${ABC[C:C+4]}, vtl${ABC[C:C+4]}); 61*4bdc9457SAndroid Build Coastguard Worker const __m128 vbd${ABC[C:C+4]} = _mm_sub_ps(vbr${ABC[C:C+4]}, vbl${ABC[C:C+4]}); 62*4bdc9457SAndroid Build Coastguard Worker 63*4bdc9457SAndroid Build Coastguard Worker $for C in range(0, CHANNEL_TILE, 4): 64*4bdc9457SAndroid Build Coastguard Worker const __m128 vt${ABC[C:C+4]} = _mm_add_ps(vtl${ABC[C:C+4]}, _mm_mul_ps(vtd${ABC[C:C+4]}, valphah)); 65*4bdc9457SAndroid Build Coastguard Worker const __m128 vb${ABC[C:C+4]} = _mm_add_ps(vbl${ABC[C:C+4]}, _mm_mul_ps(vbd${ABC[C:C+4]}, valphah)); 66*4bdc9457SAndroid Build Coastguard Worker 67*4bdc9457SAndroid Build Coastguard Worker $for C in range(0, CHANNEL_TILE, 4): 68*4bdc9457SAndroid Build Coastguard Worker const __m128 vd${ABC[C:C+4]} = _mm_sub_ps(vb${ABC[C:C+4]}, vt${ABC[C:C+4]}); 69*4bdc9457SAndroid Build Coastguard Worker 70*4bdc9457SAndroid Build Coastguard Worker $for C in range(0, CHANNEL_TILE, 4): 71*4bdc9457SAndroid Build Coastguard Worker const __m128 vo${ABC[C:C+4]} = _mm_add_ps(vt${ABC[C:C+4]}, _mm_mul_ps(vd${ABC[C:C+4]}, valphav)); 72*4bdc9457SAndroid Build Coastguard Worker 73*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(output, vo${ABC[0:4]}); 74*4bdc9457SAndroid Build Coastguard Worker $for C in range(4, CHANNEL_TILE, 4): 75*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(output + ${C}, vo${ABC[C:C+4]}); 76*4bdc9457SAndroid Build Coastguard Worker output += ${CHANNEL_TILE}; 77*4bdc9457SAndroid Build Coastguard Worker } 78*4bdc9457SAndroid Build Coastguard Worker $if CHANNEL_TILE > 4: 79*4bdc9457SAndroid Build Coastguard Worker for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) { 80*4bdc9457SAndroid Build Coastguard Worker const __m128 vtl0123 = _mm_loadu_ps(i0); 81*4bdc9457SAndroid Build Coastguard Worker const __m128 vtr0123 = _mm_loadu_ps(i1); 82*4bdc9457SAndroid Build Coastguard Worker const __m128 vbl0123 = _mm_loadu_ps(i2); 83*4bdc9457SAndroid Build Coastguard Worker const __m128 vbr0123 = _mm_loadu_ps(i3); 84*4bdc9457SAndroid Build Coastguard Worker i0 += 4; 85*4bdc9457SAndroid Build Coastguard Worker i1 += 4; 86*4bdc9457SAndroid Build Coastguard Worker i2 += 4; 87*4bdc9457SAndroid Build Coastguard Worker i3 += 4; 88*4bdc9457SAndroid Build Coastguard Worker 89*4bdc9457SAndroid Build Coastguard Worker const __m128 vtd0123 = _mm_sub_ps(vtr0123, vtl0123); 90*4bdc9457SAndroid Build Coastguard Worker const __m128 vbd0123 = _mm_sub_ps(vbr0123, vbl0123); 91*4bdc9457SAndroid Build Coastguard Worker 92*4bdc9457SAndroid Build Coastguard Worker const __m128 vt0123 = _mm_add_ps(vtl0123, _mm_mul_ps(vtd0123, valphah)); 93*4bdc9457SAndroid Build Coastguard Worker const __m128 vb0123 = _mm_add_ps(vbl0123, _mm_mul_ps(vbd0123, valphah)); 94*4bdc9457SAndroid Build Coastguard Worker 95*4bdc9457SAndroid Build Coastguard Worker const __m128 vd0123 = _mm_sub_ps(vb0123, vt0123); 96*4bdc9457SAndroid Build Coastguard Worker 97*4bdc9457SAndroid Build Coastguard Worker const __m128 vo0123 = _mm_add_ps(vt0123, _mm_mul_ps(vd0123, valphav)); 98*4bdc9457SAndroid Build Coastguard Worker 99*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(output, vo0123); 100*4bdc9457SAndroid Build Coastguard Worker output += 4; 101*4bdc9457SAndroid Build Coastguard Worker } 102*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(c != 0) { 103*4bdc9457SAndroid Build Coastguard Worker const __m128 vtl0123 = _mm_loadu_ps(i0); 104*4bdc9457SAndroid Build Coastguard Worker const __m128 vtr0123 = _mm_loadu_ps(i1); 105*4bdc9457SAndroid Build Coastguard Worker const __m128 vbl0123 = _mm_loadu_ps(i2); 106*4bdc9457SAndroid Build Coastguard Worker const __m128 vbr0123 = _mm_loadu_ps(i3); 107*4bdc9457SAndroid Build Coastguard Worker 108*4bdc9457SAndroid Build Coastguard Worker const __m128 vtd0123 = _mm_sub_ps(vtr0123, vtl0123); 109*4bdc9457SAndroid Build Coastguard Worker const __m128 vbd0123 = _mm_sub_ps(vbr0123, vbl0123); 110*4bdc9457SAndroid Build Coastguard Worker 111*4bdc9457SAndroid Build Coastguard Worker const __m128 vt0123 = _mm_add_ps(vtl0123, _mm_mul_ps(vtd0123, valphah)); 112*4bdc9457SAndroid Build Coastguard Worker const __m128 vb0123 = _mm_add_ps(vbl0123, _mm_mul_ps(vbd0123, valphah)); 113*4bdc9457SAndroid Build Coastguard Worker 114*4bdc9457SAndroid Build Coastguard Worker const __m128 vd0123 = _mm_sub_ps(vb0123, vt0123); 115*4bdc9457SAndroid Build Coastguard Worker 116*4bdc9457SAndroid Build Coastguard Worker __m128 vo0123 = _mm_add_ps(vt0123, _mm_mul_ps(vd0123, valphav)); 117*4bdc9457SAndroid Build Coastguard Worker 118*4bdc9457SAndroid Build Coastguard Worker if (c & (2 * sizeof(float))) { 119*4bdc9457SAndroid Build Coastguard Worker _mm_storel_pi((__m64*) output, vo0123); 120*4bdc9457SAndroid Build Coastguard Worker vo0123 = _mm_movehl_ps(vo0123, vo0123); 121*4bdc9457SAndroid Build Coastguard Worker output += 2; 122*4bdc9457SAndroid Build Coastguard Worker } 123*4bdc9457SAndroid Build Coastguard Worker if (c & (1 * sizeof(float))) { 124*4bdc9457SAndroid Build Coastguard Worker _mm_store_ss(output, vo0123); 125*4bdc9457SAndroid Build Coastguard Worker output += 1; 126*4bdc9457SAndroid Build Coastguard Worker } 127*4bdc9457SAndroid Build Coastguard Worker } 128*4bdc9457SAndroid Build Coastguard Worker 129*4bdc9457SAndroid Build Coastguard Worker output = (float*) ((uintptr_t) output + output_increment); 130*4bdc9457SAndroid Build Coastguard Worker } while (--output_pixels != 0); 131*4bdc9457SAndroid Build Coastguard Worker} 132