1*4bdc9457SAndroid Build Coastguard Worker// Copyright 2021 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$SIMD_TILE = BATCH_TILE // 8 9*4bdc9457SAndroid Build Coastguard Worker#include <assert.h> 10*4bdc9457SAndroid Build Coastguard Worker 11*4bdc9457SAndroid Build Coastguard Worker#include <wasm_simd128.h> 12*4bdc9457SAndroid Build Coastguard Worker 13*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/common.h> 14*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/vcvt.h> 15*4bdc9457SAndroid Build Coastguard Worker 16*4bdc9457SAndroid Build Coastguard Worker 17*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_f16_vcvt_ukernel__wasmsimd_x${BATCH_TILE}( 18*4bdc9457SAndroid Build Coastguard Worker size_t n, 19*4bdc9457SAndroid Build Coastguard Worker const float* input, 20*4bdc9457SAndroid Build Coastguard Worker void* output, 21*4bdc9457SAndroid Build Coastguard Worker const union xnn_f32_f16_cvt_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS 22*4bdc9457SAndroid Build Coastguard Worker{ 23*4bdc9457SAndroid Build Coastguard Worker assert(n != 0); 24*4bdc9457SAndroid Build Coastguard Worker assert(n % sizeof(float) == 0); 25*4bdc9457SAndroid Build Coastguard Worker assert(input != NULL); 26*4bdc9457SAndroid Build Coastguard Worker assert(output != NULL); 27*4bdc9457SAndroid Build Coastguard Worker 28*4bdc9457SAndroid Build Coastguard Worker const v128_t vexp_bias = wasm_v128_load64_splat(params->wasmsimd.exp_bias); 29*4bdc9457SAndroid Build Coastguard Worker const v128_t vscale_to_inf = wasm_v128_load64_splat(params->wasmsimd.scale_to_inf); 30*4bdc9457SAndroid Build Coastguard Worker const v128_t vexpw_max = wasm_v128_load64_splat(params->wasmsimd.expw_max); 31*4bdc9457SAndroid Build Coastguard Worker const v128_t vscale_to_zero = wasm_v128_load64_splat(params->wasmsimd.scale_to_zero); 32*4bdc9457SAndroid Build Coastguard Worker const v128_t vbias_min = wasm_v128_load64_splat(params->wasmsimd.bias_min); 33*4bdc9457SAndroid Build Coastguard Worker const v128_t vmanth_mask = wasm_v128_load64_splat(params->wasmsimd.manth_mask); 34*4bdc9457SAndroid Build Coastguard Worker const v128_t vexph_mask = wasm_v128_load64_splat(params->wasmsimd.exph_mask); 35*4bdc9457SAndroid Build Coastguard Worker const v128_t vnanh = wasm_v128_load64_splat(params->wasmsimd.nanh); 36*4bdc9457SAndroid Build Coastguard Worker 37*4bdc9457SAndroid Build Coastguard Worker uint16_t* o = (uint16_t*) output; 38*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 8: 39*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { 40*4bdc9457SAndroid Build Coastguard Worker const v128_t vx0 = wasm_v128_load(input); 41*4bdc9457SAndroid Build Coastguard Worker $for N in range(1, 2*SIMD_TILE): 42*4bdc9457SAndroid Build Coastguard Worker const v128_t vx${N} = wasm_v128_load(input + ${N * 4}); 43*4bdc9457SAndroid Build Coastguard Worker input += ${BATCH_TILE}; 44*4bdc9457SAndroid Build Coastguard Worker 45*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 46*4bdc9457SAndroid Build Coastguard Worker const v128_t vabsx${N} = wasm_f32x4_abs(vx${N}); 47*4bdc9457SAndroid Build Coastguard Worker 48*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 49*4bdc9457SAndroid Build Coastguard Worker const v128_t vsignx${N} = wasm_v128_xor(vx${N}, vabsx${N}); 50*4bdc9457SAndroid Build Coastguard Worker 51*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 52*4bdc9457SAndroid Build Coastguard Worker v128_t vbias${N} = wasm_i32x4_add(vabsx${N}, vexp_bias); 53*4bdc9457SAndroid Build Coastguard Worker 54*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 55*4bdc9457SAndroid Build Coastguard Worker v128_t vf${N} = wasm_f32x4_mul(vabsx${N}, vscale_to_inf); 56*4bdc9457SAndroid Build Coastguard Worker 57*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 58*4bdc9457SAndroid Build Coastguard Worker const v128_t vnanmaskw${N} = wasm_i32x4_gt(vabsx${N}, vexpw_max); 59*4bdc9457SAndroid Build Coastguard Worker 60*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 61*4bdc9457SAndroid Build Coastguard Worker vbias${N} = wasm_v128_and(vbias${N}, vexpw_max); 62*4bdc9457SAndroid Build Coastguard Worker 63*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 64*4bdc9457SAndroid Build Coastguard Worker vf${N} = wasm_f32x4_mul(vf${N}, vscale_to_zero); 65*4bdc9457SAndroid Build Coastguard Worker 66*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 67*4bdc9457SAndroid Build Coastguard Worker const v128_t vnanmaskh${N} = wasm_i16x8_narrow_i32x4(vnanmaskw${2*N}, vnanmaskw${2*N+1}); 68*4bdc9457SAndroid Build Coastguard Worker 69*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 70*4bdc9457SAndroid Build Coastguard Worker const v128_t vsignh${N} = wasm_i16x8_narrow_i32x4(vsignx${2*N}, vsignx${2*N+1}); 71*4bdc9457SAndroid Build Coastguard Worker 72*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 73*4bdc9457SAndroid Build Coastguard Worker vbias${N} = wasm_i16x8_max(vbias${N}, vbias_min); 74*4bdc9457SAndroid Build Coastguard Worker 75*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 76*4bdc9457SAndroid Build Coastguard Worker vf${N} = wasm_f32x4_add(vf${N}, vbias${N}); 77*4bdc9457SAndroid Build Coastguard Worker 78*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 79*4bdc9457SAndroid Build Coastguard Worker v128_t vexpw${N} = wasm_i32x4_shr(vf${N}, 13); 80*4bdc9457SAndroid Build Coastguard Worker 81*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 82*4bdc9457SAndroid Build Coastguard Worker const v128_t vmantw${N} = wasm_v128_and(vf${N}, vmanth_mask); 83*4bdc9457SAndroid Build Coastguard Worker 84*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 85*4bdc9457SAndroid Build Coastguard Worker vexpw${N} = wasm_v128_and(vexpw${N}, vexph_mask); 86*4bdc9457SAndroid Build Coastguard Worker 87*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 88*4bdc9457SAndroid Build Coastguard Worker const v128_t vnonsignw${N} = wasm_i32x4_add(vmantw${N}, vexpw${N}); 89*4bdc9457SAndroid Build Coastguard Worker 90*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 91*4bdc9457SAndroid Build Coastguard Worker const v128_t vnonsignh${N} = wasm_i16x8_narrow_i32x4(vnonsignw${2*N}, vnonsignw${2*N+1}); 92*4bdc9457SAndroid Build Coastguard Worker 93*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 94*4bdc9457SAndroid Build Coastguard Worker const v128_t vabsh${N} = wasm_v128_bitselect(vnanh, vnonsignh${N}, vnanmaskh${N}); 95*4bdc9457SAndroid Build Coastguard Worker 96*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 97*4bdc9457SAndroid Build Coastguard Worker const v128_t vh${N} = wasm_v128_or(vabsh${N}, vsignh${N}); 98*4bdc9457SAndroid Build Coastguard Worker 99*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(o, vh0); 100*4bdc9457SAndroid Build Coastguard Worker $for N in range(1, SIMD_TILE): 101*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(o + ${N * 8}, vh${N}); 102*4bdc9457SAndroid Build Coastguard Worker o += ${BATCH_TILE}; 103*4bdc9457SAndroid Build Coastguard Worker } 104*4bdc9457SAndroid Build Coastguard Worker for (; n >= 8 * sizeof(float); n -= 8 * sizeof(float)) { 105*4bdc9457SAndroid Build Coastguard Worker const v128_t vx_lo = wasm_v128_load(input); 106*4bdc9457SAndroid Build Coastguard Worker const v128_t vx_hi = wasm_v128_load(input + 4); 107*4bdc9457SAndroid Build Coastguard Worker input += 8; 108*4bdc9457SAndroid Build Coastguard Worker 109*4bdc9457SAndroid Build Coastguard Worker const v128_t vabsx_lo = wasm_f32x4_abs(vx_lo); 110*4bdc9457SAndroid Build Coastguard Worker const v128_t vabsx_hi = wasm_f32x4_abs(vx_hi); 111*4bdc9457SAndroid Build Coastguard Worker 112*4bdc9457SAndroid Build Coastguard Worker const v128_t vsignx_lo = wasm_v128_xor(vx_lo, vabsx_lo); 113*4bdc9457SAndroid Build Coastguard Worker const v128_t vsignx_hi = wasm_v128_xor(vx_hi, vabsx_hi); 114*4bdc9457SAndroid Build Coastguard Worker v128_t vbias_lo = wasm_i32x4_add(vabsx_lo, vexp_bias); 115*4bdc9457SAndroid Build Coastguard Worker v128_t vbias_hi = wasm_i32x4_add(vabsx_hi, vexp_bias); 116*4bdc9457SAndroid Build Coastguard Worker v128_t vf_lo = wasm_f32x4_mul(vabsx_lo, vscale_to_inf); 117*4bdc9457SAndroid Build Coastguard Worker v128_t vf_hi = wasm_f32x4_mul(vabsx_hi, vscale_to_inf); 118*4bdc9457SAndroid Build Coastguard Worker const v128_t vnanmaskw_lo = wasm_i32x4_gt(vabsx_lo, vexpw_max); 119*4bdc9457SAndroid Build Coastguard Worker const v128_t vnanmaskw_hi = wasm_i32x4_gt(vabsx_hi, vexpw_max); 120*4bdc9457SAndroid Build Coastguard Worker 121*4bdc9457SAndroid Build Coastguard Worker vbias_lo = wasm_v128_and(vbias_lo, vexpw_max); 122*4bdc9457SAndroid Build Coastguard Worker vbias_hi = wasm_v128_and(vbias_hi, vexpw_max); 123*4bdc9457SAndroid Build Coastguard Worker vf_lo = wasm_f32x4_mul(vf_lo, vscale_to_zero); 124*4bdc9457SAndroid Build Coastguard Worker vf_hi = wasm_f32x4_mul(vf_hi, vscale_to_zero); 125*4bdc9457SAndroid Build Coastguard Worker const v128_t vnanmaskh = wasm_i16x8_narrow_i32x4(vnanmaskw_lo, vnanmaskw_hi); 126*4bdc9457SAndroid Build Coastguard Worker const v128_t vsignh = wasm_i16x8_narrow_i32x4(vsignx_lo, vsignx_hi); 127*4bdc9457SAndroid Build Coastguard Worker 128*4bdc9457SAndroid Build Coastguard Worker vbias_lo = wasm_i16x8_max(vbias_lo, vbias_min); 129*4bdc9457SAndroid Build Coastguard Worker vbias_hi = wasm_i16x8_max(vbias_hi, vbias_min); 130*4bdc9457SAndroid Build Coastguard Worker 131*4bdc9457SAndroid Build Coastguard Worker vf_lo = wasm_f32x4_add(vf_lo, vbias_lo); 132*4bdc9457SAndroid Build Coastguard Worker vf_hi = wasm_f32x4_add(vf_hi, vbias_hi); 133*4bdc9457SAndroid Build Coastguard Worker 134*4bdc9457SAndroid Build Coastguard Worker v128_t vexpw_lo = wasm_i32x4_shr(vf_lo, 13); 135*4bdc9457SAndroid Build Coastguard Worker v128_t vexpw_hi = wasm_i32x4_shr(vf_hi, 13); 136*4bdc9457SAndroid Build Coastguard Worker const v128_t vmantw_lo = wasm_v128_and(vf_lo, vmanth_mask); 137*4bdc9457SAndroid Build Coastguard Worker const v128_t vmantw_hi = wasm_v128_and(vf_hi, vmanth_mask); 138*4bdc9457SAndroid Build Coastguard Worker 139*4bdc9457SAndroid Build Coastguard Worker vexpw_lo = wasm_v128_and(vexpw_lo, vexph_mask); 140*4bdc9457SAndroid Build Coastguard Worker vexpw_hi = wasm_v128_and(vexpw_hi, vexph_mask); 141*4bdc9457SAndroid Build Coastguard Worker 142*4bdc9457SAndroid Build Coastguard Worker const v128_t vnonsignw_lo = wasm_i32x4_add(vmantw_lo, vexpw_lo); 143*4bdc9457SAndroid Build Coastguard Worker const v128_t vnonsignw_hi = wasm_i32x4_add(vmantw_hi, vexpw_hi); 144*4bdc9457SAndroid Build Coastguard Worker 145*4bdc9457SAndroid Build Coastguard Worker const v128_t vnonsignh = wasm_i16x8_narrow_i32x4(vnonsignw_lo, vnonsignw_hi); 146*4bdc9457SAndroid Build Coastguard Worker 147*4bdc9457SAndroid Build Coastguard Worker const v128_t vabsh = wasm_v128_bitselect(vnanh, vnonsignh, vnanmaskh); 148*4bdc9457SAndroid Build Coastguard Worker 149*4bdc9457SAndroid Build Coastguard Worker const v128_t vh = wasm_v128_or(vabsh, vsignh); 150*4bdc9457SAndroid Build Coastguard Worker 151*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(o, vh); 152*4bdc9457SAndroid Build Coastguard Worker o += 8; 153*4bdc9457SAndroid Build Coastguard Worker } 154*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(n != 0) { 155*4bdc9457SAndroid Build Coastguard Worker const v128_t vx_lo = wasm_v128_load(input); 156*4bdc9457SAndroid Build Coastguard Worker const float* input_hi = (const float*) ((uintptr_t) input + (n & (4 * sizeof(float)))); 157*4bdc9457SAndroid Build Coastguard Worker const v128_t vx_hi = wasm_v128_load(input_hi); 158*4bdc9457SAndroid Build Coastguard Worker 159*4bdc9457SAndroid Build Coastguard Worker const v128_t vabsx_lo = wasm_f32x4_abs(vx_lo); 160*4bdc9457SAndroid Build Coastguard Worker const v128_t vabsx_hi = wasm_f32x4_abs(vx_hi); 161*4bdc9457SAndroid Build Coastguard Worker 162*4bdc9457SAndroid Build Coastguard Worker const v128_t vsignx_lo = wasm_v128_xor(vx_lo, vabsx_lo); 163*4bdc9457SAndroid Build Coastguard Worker const v128_t vsignx_hi = wasm_v128_xor(vx_hi, vabsx_hi); 164*4bdc9457SAndroid Build Coastguard Worker v128_t vbias_lo = wasm_i32x4_add(vabsx_lo, vexp_bias); 165*4bdc9457SAndroid Build Coastguard Worker v128_t vbias_hi = wasm_i32x4_add(vabsx_hi, vexp_bias); 166*4bdc9457SAndroid Build Coastguard Worker v128_t vf_lo = wasm_f32x4_mul(vabsx_lo, vscale_to_inf); 167*4bdc9457SAndroid Build Coastguard Worker v128_t vf_hi = wasm_f32x4_mul(vabsx_hi, vscale_to_inf); 168*4bdc9457SAndroid Build Coastguard Worker const v128_t vnanmaskw_lo = wasm_i32x4_gt(vabsx_lo, vexpw_max); 169*4bdc9457SAndroid Build Coastguard Worker const v128_t vnanmaskw_hi = wasm_i32x4_gt(vabsx_hi, vexpw_max); 170*4bdc9457SAndroid Build Coastguard Worker 171*4bdc9457SAndroid Build Coastguard Worker vbias_lo = wasm_v128_and(vbias_lo, vexpw_max); 172*4bdc9457SAndroid Build Coastguard Worker vbias_hi = wasm_v128_and(vbias_hi, vexpw_max); 173*4bdc9457SAndroid Build Coastguard Worker vf_lo = wasm_f32x4_mul(vf_lo, vscale_to_zero); 174*4bdc9457SAndroid Build Coastguard Worker vf_hi = wasm_f32x4_mul(vf_hi, vscale_to_zero); 175*4bdc9457SAndroid Build Coastguard Worker const v128_t vnanmaskh = wasm_i16x8_narrow_i32x4(vnanmaskw_lo, vnanmaskw_hi); 176*4bdc9457SAndroid Build Coastguard Worker const v128_t vsignh = wasm_i16x8_narrow_i32x4(vsignx_lo, vsignx_hi); 177*4bdc9457SAndroid Build Coastguard Worker 178*4bdc9457SAndroid Build Coastguard Worker vbias_lo = wasm_i16x8_max(vbias_lo, vbias_min); 179*4bdc9457SAndroid Build Coastguard Worker vbias_hi = wasm_i16x8_max(vbias_hi, vbias_min); 180*4bdc9457SAndroid Build Coastguard Worker 181*4bdc9457SAndroid Build Coastguard Worker vf_lo = wasm_f32x4_add(vf_lo, vbias_lo); 182*4bdc9457SAndroid Build Coastguard Worker vf_hi = wasm_f32x4_add(vf_hi, vbias_hi); 183*4bdc9457SAndroid Build Coastguard Worker 184*4bdc9457SAndroid Build Coastguard Worker v128_t vexpw_lo = wasm_i32x4_shr(vf_lo, 13); 185*4bdc9457SAndroid Build Coastguard Worker v128_t vexpw_hi = wasm_i32x4_shr(vf_hi, 13); 186*4bdc9457SAndroid Build Coastguard Worker const v128_t vmantw_lo = wasm_v128_and(vf_lo, vmanth_mask); 187*4bdc9457SAndroid Build Coastguard Worker const v128_t vmantw_hi = wasm_v128_and(vf_hi, vmanth_mask); 188*4bdc9457SAndroid Build Coastguard Worker 189*4bdc9457SAndroid Build Coastguard Worker vexpw_lo = wasm_v128_and(vexpw_lo, vexph_mask); 190*4bdc9457SAndroid Build Coastguard Worker vexpw_hi = wasm_v128_and(vexpw_hi, vexph_mask); 191*4bdc9457SAndroid Build Coastguard Worker 192*4bdc9457SAndroid Build Coastguard Worker const v128_t vnonsignw_lo = wasm_i32x4_add(vmantw_lo, vexpw_lo); 193*4bdc9457SAndroid Build Coastguard Worker const v128_t vnonsignw_hi = wasm_i32x4_add(vmantw_hi, vexpw_hi); 194*4bdc9457SAndroid Build Coastguard Worker 195*4bdc9457SAndroid Build Coastguard Worker const v128_t vnonsignh = wasm_i16x8_narrow_i32x4(vnonsignw_lo, vnonsignw_hi); 196*4bdc9457SAndroid Build Coastguard Worker 197*4bdc9457SAndroid Build Coastguard Worker const v128_t vabsh = wasm_v128_bitselect(vnanh, vnonsignh, vnanmaskh); 198*4bdc9457SAndroid Build Coastguard Worker 199*4bdc9457SAndroid Build Coastguard Worker v128_t vh = wasm_v128_or(vabsh, vsignh); 200*4bdc9457SAndroid Build Coastguard Worker 201*4bdc9457SAndroid Build Coastguard Worker if (n & (4 * sizeof(float))) { 202*4bdc9457SAndroid Build Coastguard Worker *((double*) o) = wasm_f64x2_extract_lane(vh, 0); 203*4bdc9457SAndroid Build Coastguard Worker vh = wasm_v64x2_shuffle(vh, vh, 1, 1); 204*4bdc9457SAndroid Build Coastguard Worker o += 4; 205*4bdc9457SAndroid Build Coastguard Worker } 206*4bdc9457SAndroid Build Coastguard Worker if (n & (2 * sizeof(float))) { 207*4bdc9457SAndroid Build Coastguard Worker *((float*) o) = (float) wasm_f32x4_extract_lane(vh, 0); 208*4bdc9457SAndroid Build Coastguard Worker vh = wasm_i64x2_shr(vh, 32); 209*4bdc9457SAndroid Build Coastguard Worker o += 2; 210*4bdc9457SAndroid Build Coastguard Worker } 211*4bdc9457SAndroid Build Coastguard Worker const uint32_t vh_lo = wasm_i32x4_extract_lane(vh, 0); 212*4bdc9457SAndroid Build Coastguard Worker if (n & (1 * sizeof(float))) { 213*4bdc9457SAndroid Build Coastguard Worker *o = (uint16_t) vh_lo; 214*4bdc9457SAndroid Build Coastguard Worker } 215*4bdc9457SAndroid Build Coastguard Worker } 216*4bdc9457SAndroid Build Coastguard Worker} 217