1*4bdc9457SAndroid Build Coastguard Worker// Copyright 2020 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 <wasm_simd128.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__wasmsimd_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 const v128_t valphah = wasm_v128_load32_splat(weights); 38*4bdc9457SAndroid Build Coastguard Worker const v128_t valphav = wasm_v128_load32_splat(weights + 1); 39*4bdc9457SAndroid Build Coastguard Worker weights += 2; 40*4bdc9457SAndroid Build Coastguard Worker 41*4bdc9457SAndroid Build Coastguard Worker size_t c = channels; 42*4bdc9457SAndroid Build Coastguard Worker $if CHANNEL_TILE > 4: 43*4bdc9457SAndroid Build Coastguard Worker for (; c >= ${CHANNEL_TILE} * sizeof(float); c -= ${CHANNEL_TILE} * sizeof(float)) { 44*4bdc9457SAndroid Build Coastguard Worker const v128_t vtl${ABC[0:4]} = wasm_v128_load(i0); 45*4bdc9457SAndroid Build Coastguard Worker const v128_t vtr${ABC[0:4]} = wasm_v128_load(i1); 46*4bdc9457SAndroid Build Coastguard Worker const v128_t vbl${ABC[0:4]} = wasm_v128_load(i2); 47*4bdc9457SAndroid Build Coastguard Worker const v128_t vbr${ABC[0:4]} = wasm_v128_load(i3); 48*4bdc9457SAndroid Build Coastguard Worker $for C in range(4, CHANNEL_TILE, 4): 49*4bdc9457SAndroid Build Coastguard Worker const v128_t vtl${ABC[C:C+4]} = wasm_v128_load(i0 + ${C}); 50*4bdc9457SAndroid Build Coastguard Worker const v128_t vtr${ABC[C:C+4]} = wasm_v128_load(i1 + ${C}); 51*4bdc9457SAndroid Build Coastguard Worker const v128_t vbl${ABC[C:C+4]} = wasm_v128_load(i2 + ${C}); 52*4bdc9457SAndroid Build Coastguard Worker const v128_t vbr${ABC[C:C+4]} = wasm_v128_load(i3 + ${C}); 53*4bdc9457SAndroid Build Coastguard Worker i0 += ${CHANNEL_TILE}; 54*4bdc9457SAndroid Build Coastguard Worker i1 += ${CHANNEL_TILE}; 55*4bdc9457SAndroid Build Coastguard Worker i2 += ${CHANNEL_TILE}; 56*4bdc9457SAndroid Build Coastguard Worker i3 += ${CHANNEL_TILE}; 57*4bdc9457SAndroid Build Coastguard Worker 58*4bdc9457SAndroid Build Coastguard Worker $for C in range(0, CHANNEL_TILE, 4): 59*4bdc9457SAndroid Build Coastguard Worker const v128_t vtd${ABC[C:C+4]} = wasm_f32x4_sub(vtr${ABC[C:C+4]}, vtl${ABC[C:C+4]}); 60*4bdc9457SAndroid Build Coastguard Worker const v128_t vbd${ABC[C:C+4]} = wasm_f32x4_sub(vbr${ABC[C:C+4]}, vbl${ABC[C:C+4]}); 61*4bdc9457SAndroid Build Coastguard Worker 62*4bdc9457SAndroid Build Coastguard Worker $for C in range(0, CHANNEL_TILE, 4): 63*4bdc9457SAndroid Build Coastguard Worker const v128_t vt${ABC[C:C+4]} = wasm_f32x4_add(vtl${ABC[C:C+4]}, wasm_f32x4_mul(vtd${ABC[C:C+4]}, valphah)); 64*4bdc9457SAndroid Build Coastguard Worker const v128_t vb${ABC[C:C+4]} = wasm_f32x4_add(vbl${ABC[C:C+4]}, wasm_f32x4_mul(vbd${ABC[C:C+4]}, valphah)); 65*4bdc9457SAndroid Build Coastguard Worker 66*4bdc9457SAndroid Build Coastguard Worker $for C in range(0, CHANNEL_TILE, 4): 67*4bdc9457SAndroid Build Coastguard Worker const v128_t vd${ABC[C:C+4]} = wasm_f32x4_sub(vb${ABC[C:C+4]}, vt${ABC[C:C+4]}); 68*4bdc9457SAndroid Build Coastguard Worker 69*4bdc9457SAndroid Build Coastguard Worker $for C in range(0, CHANNEL_TILE, 4): 70*4bdc9457SAndroid Build Coastguard Worker const v128_t vo${ABC[C:C+4]} = wasm_f32x4_add(vt${ABC[C:C+4]}, wasm_f32x4_mul(vd${ABC[C:C+4]}, valphav)); 71*4bdc9457SAndroid Build Coastguard Worker 72*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(output, vo${ABC[0:4]}); 73*4bdc9457SAndroid Build Coastguard Worker $for C in range(4, CHANNEL_TILE, 4): 74*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(output + ${C}, vo${ABC[C:C+4]}); 75*4bdc9457SAndroid Build Coastguard Worker output += ${CHANNEL_TILE}; 76*4bdc9457SAndroid Build Coastguard Worker } 77*4bdc9457SAndroid Build Coastguard Worker for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) { 78*4bdc9457SAndroid Build Coastguard Worker const v128_t vtl = wasm_v128_load(i0); 79*4bdc9457SAndroid Build Coastguard Worker const v128_t vtr = wasm_v128_load(i1); 80*4bdc9457SAndroid Build Coastguard Worker const v128_t vbl = wasm_v128_load(i2); 81*4bdc9457SAndroid Build Coastguard Worker const v128_t vbr = wasm_v128_load(i3); 82*4bdc9457SAndroid Build Coastguard Worker i0 += 4; 83*4bdc9457SAndroid Build Coastguard Worker i1 += 4; 84*4bdc9457SAndroid Build Coastguard Worker i2 += 4; 85*4bdc9457SAndroid Build Coastguard Worker i3 += 4; 86*4bdc9457SAndroid Build Coastguard Worker 87*4bdc9457SAndroid Build Coastguard Worker const v128_t vtd = wasm_f32x4_sub(vtr, vtl); 88*4bdc9457SAndroid Build Coastguard Worker const v128_t vbd = wasm_f32x4_sub(vbr, vbl); 89*4bdc9457SAndroid Build Coastguard Worker const v128_t vt = wasm_f32x4_add(vtl, wasm_f32x4_mul(vtd, valphah)); 90*4bdc9457SAndroid Build Coastguard Worker const v128_t vb = wasm_f32x4_add(vbl, wasm_f32x4_mul(vbd, valphah)); 91*4bdc9457SAndroid Build Coastguard Worker const v128_t vd = wasm_f32x4_sub(vb, vt); 92*4bdc9457SAndroid Build Coastguard Worker const v128_t vo = wasm_f32x4_add(vt, wasm_f32x4_mul(vd, valphav)); 93*4bdc9457SAndroid Build Coastguard Worker 94*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(output, vo); 95*4bdc9457SAndroid Build Coastguard Worker output += 4; 96*4bdc9457SAndroid Build Coastguard Worker } 97*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(c != 0) { 98*4bdc9457SAndroid Build Coastguard Worker const v128_t vtl = wasm_v128_load(i0); 99*4bdc9457SAndroid Build Coastguard Worker const v128_t vtr = wasm_v128_load(i1); 100*4bdc9457SAndroid Build Coastguard Worker const v128_t vbl = wasm_v128_load(i2); 101*4bdc9457SAndroid Build Coastguard Worker const v128_t vbr = wasm_v128_load(i3); 102*4bdc9457SAndroid Build Coastguard Worker 103*4bdc9457SAndroid Build Coastguard Worker const v128_t vtd = wasm_f32x4_sub(vtr, vtl); 104*4bdc9457SAndroid Build Coastguard Worker const v128_t vbd = wasm_f32x4_sub(vbr, vbl); 105*4bdc9457SAndroid Build Coastguard Worker const v128_t vt = wasm_f32x4_add(vtl, wasm_f32x4_mul(vtd, valphah)); 106*4bdc9457SAndroid Build Coastguard Worker const v128_t vb = wasm_f32x4_add(vbl, wasm_f32x4_mul(vbd, valphah)); 107*4bdc9457SAndroid Build Coastguard Worker const v128_t vd = wasm_f32x4_sub(vb, vt); 108*4bdc9457SAndroid Build Coastguard Worker v128_t vo = wasm_f32x4_add(vt, wasm_f32x4_mul(vd, valphav)); 109*4bdc9457SAndroid Build Coastguard Worker 110*4bdc9457SAndroid Build Coastguard Worker if (c & (2 * sizeof(float))) { 111*4bdc9457SAndroid Build Coastguard Worker *((double*) output) = wasm_f64x2_extract_lane(vo, 0); 112*4bdc9457SAndroid Build Coastguard Worker vo = wasm_v32x4_shuffle(vo, vo, 2, 3, 2, 3); 113*4bdc9457SAndroid Build Coastguard Worker output += 2; 114*4bdc9457SAndroid Build Coastguard Worker } 115*4bdc9457SAndroid Build Coastguard Worker if (c & (1 * sizeof(float))) { 116*4bdc9457SAndroid Build Coastguard Worker *output++ = wasm_f32x4_extract_lane(vo, 0); 117*4bdc9457SAndroid Build Coastguard Worker } 118*4bdc9457SAndroid Build Coastguard Worker } 119*4bdc9457SAndroid Build Coastguard Worker 120*4bdc9457SAndroid Build Coastguard Worker output = (float*) ((uintptr_t) output + output_increment); 121*4bdc9457SAndroid Build Coastguard Worker } while (--output_pixels != 0); 122*4bdc9457SAndroid Build Coastguard Worker} 123