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$SIMD_TILE = BATCH_TILE // 8 9*4bdc9457SAndroid Build Coastguard Worker$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/common.h> 15*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/vcvt.h> 16*4bdc9457SAndroid Build Coastguard Worker 17*4bdc9457SAndroid Build Coastguard Worker 18*4bdc9457SAndroid Build Coastguard Workervoid xnn_f16_f32_vcvt_ukernel__wasmsimd_int16_x${BATCH_TILE}( 19*4bdc9457SAndroid Build Coastguard Worker size_t n, 20*4bdc9457SAndroid Build Coastguard Worker const void* input, 21*4bdc9457SAndroid Build Coastguard Worker float* output, 22*4bdc9457SAndroid Build Coastguard Worker const union xnn_f16_f32_cvt_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS 23*4bdc9457SAndroid Build Coastguard Worker{ 24*4bdc9457SAndroid Build Coastguard Worker assert(n != 0); 25*4bdc9457SAndroid Build Coastguard Worker assert(n % sizeof(uint16_t) == 0); 26*4bdc9457SAndroid Build Coastguard Worker assert(input != NULL); 27*4bdc9457SAndroid Build Coastguard Worker assert(output != NULL); 28*4bdc9457SAndroid Build Coastguard Worker 29*4bdc9457SAndroid Build Coastguard Worker const v128_t vsign_mask = wasm_v128_load64_splat(params->wasmsimd_int16.sign_mask); 30*4bdc9457SAndroid Build Coastguard Worker const v128_t vexp_offset = wasm_v128_load64_splat(params->wasmsimd_int16.exp_offset); 31*4bdc9457SAndroid Build Coastguard Worker const v128_t vexp_scale = wasm_v128_load64_splat(params->wasmsimd_int16.exp_scale); 32*4bdc9457SAndroid Build Coastguard Worker const v128_t vmagic_mask = wasm_v128_load64_splat(params->wasmsimd_int16.magic_mask); 33*4bdc9457SAndroid Build Coastguard Worker const v128_t vmagic_bias = wasm_v128_load64_splat(params->wasmsimd_int16.magic_bias); 34*4bdc9457SAndroid Build Coastguard Worker const v128_t vdenorm_cutoff = wasm_v128_load64_splat(params->wasmsimd_int16.denorm_cutoff); 35*4bdc9457SAndroid Build Coastguard Worker 36*4bdc9457SAndroid Build Coastguard Worker const uint16_t* i = (const uint16_t*) input; 37*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 8: 38*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(uint16_t); n -= ${BATCH_TILE} * sizeof(uint16_t)) { 39*4bdc9457SAndroid Build Coastguard Worker const v128_t vh0 = wasm_v128_load(i); 40*4bdc9457SAndroid Build Coastguard Worker $for N in range(1, SIMD_TILE): 41*4bdc9457SAndroid Build Coastguard Worker const v128_t vh${N} = wasm_v128_load(i + ${N * 8}); 42*4bdc9457SAndroid Build Coastguard Worker i += ${BATCH_TILE}; 43*4bdc9457SAndroid Build Coastguard Worker 44*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 45*4bdc9457SAndroid Build Coastguard Worker const v128_t vsign${N} = wasm_v128_and(vh${N}, vsign_mask); 46*4bdc9457SAndroid Build Coastguard Worker 47*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 48*4bdc9457SAndroid Build Coastguard Worker const v128_t vnonsign${N} = wasm_v128_xor(vh${N}, vsign${N}); 49*4bdc9457SAndroid Build Coastguard Worker 50*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 51*4bdc9457SAndroid Build Coastguard Worker const v128_t vprenorm${N*2} = wasm_i16x8_shl(vnonsign${N}, 13); 52*4bdc9457SAndroid Build Coastguard Worker const v128_t vprenorm${N*2+1} = wasm_i16x8_add(wasm_u16x8_shr(vnonsign${N}, 3), vexp_offset); 53*4bdc9457SAndroid Build Coastguard Worker 54*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 55*4bdc9457SAndroid Build Coastguard Worker const v128_t vnorm${N*2} = wasm_f32x4_mul(wasm_v16x8_shuffle(vprenorm${N*2}, vprenorm${N*2+1}, 0, 8, 1, 9, 2, 10, 3, 11), vexp_scale); 56*4bdc9457SAndroid Build Coastguard Worker const v128_t vnorm${N*2+1} = wasm_f32x4_mul(wasm_v16x8_shuffle(vprenorm${N*2}, vprenorm${N*2+1}, 4, 12, 5, 13, 6, 14, 7, 15), vexp_scale); 57*4bdc9457SAndroid Build Coastguard Worker 58*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 59*4bdc9457SAndroid Build Coastguard Worker const v128_t vdenorm${N*2} = wasm_f32x4_sub(wasm_v16x8_shuffle(vnonsign${N}, vmagic_mask, 0, 8, 1, 9, 2, 10, 3, 11), vmagic_bias); 60*4bdc9457SAndroid Build Coastguard Worker const v128_t vdenorm${N*2+1} = wasm_f32x4_sub(wasm_v16x8_shuffle(vnonsign${N}, vmagic_mask, 4, 12, 5, 13, 6, 14, 7, 15), vmagic_bias); 61*4bdc9457SAndroid Build Coastguard Worker 62*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 63*4bdc9457SAndroid Build Coastguard Worker const v128_t vmask${N} = wasm_i16x8_gt(vnonsign${N}, vdenorm_cutoff); 64*4bdc9457SAndroid Build Coastguard Worker const v128_t vzero = wasm_i16x8_const_splat(0); 65*4bdc9457SAndroid Build Coastguard Worker 66*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 67*4bdc9457SAndroid Build Coastguard Worker const v128_t vxmask${N*2} = wasm_i32x4_extend_low_i16x8(vmask${N}); 68*4bdc9457SAndroid Build Coastguard Worker const v128_t vxmask${N*2+1} = wasm_i32x4_extend_high_i16x8(vmask${N}); 69*4bdc9457SAndroid Build Coastguard Worker 70*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 71*4bdc9457SAndroid Build Coastguard Worker const v128_t vf${N*2} = wasm_v128_or(wasm_v16x8_shuffle(vzero, vsign${N}, 0, 8, 1, 9, 2, 10, 3, 11), 72*4bdc9457SAndroid Build Coastguard Worker wasm_v128_bitselect(vnorm${N*2}, vdenorm${N*2}, vxmask${N*2})); 73*4bdc9457SAndroid Build Coastguard Worker const v128_t vf${N*2+1} = wasm_v128_or(wasm_v16x8_shuffle(vzero, vsign${N}, 4, 12, 5, 13, 6, 14, 7, 15), 74*4bdc9457SAndroid Build Coastguard Worker wasm_v128_bitselect(vnorm${N*2+1}, vdenorm${N*2+1}, vxmask${N*2+1})); 75*4bdc9457SAndroid Build Coastguard Worker 76*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(output, vf0); 77*4bdc9457SAndroid Build Coastguard Worker $for N in range(1, 2*SIMD_TILE): 78*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(output + ${N*4}, vf${N}); 79*4bdc9457SAndroid Build Coastguard Worker output += ${BATCH_TILE}; 80*4bdc9457SAndroid Build Coastguard Worker } 81*4bdc9457SAndroid Build Coastguard Worker for (; n >= 8 * sizeof(uint16_t); n -= 8 * sizeof(uint16_t)) { 82*4bdc9457SAndroid Build Coastguard Worker const v128_t vh = wasm_v128_load(i); 83*4bdc9457SAndroid Build Coastguard Worker i += 8; 84*4bdc9457SAndroid Build Coastguard Worker 85*4bdc9457SAndroid Build Coastguard Worker const v128_t vsign = wasm_v128_and(vh, vsign_mask); 86*4bdc9457SAndroid Build Coastguard Worker 87*4bdc9457SAndroid Build Coastguard Worker const v128_t vnonsign = wasm_v128_xor(vh, vsign); 88*4bdc9457SAndroid Build Coastguard Worker 89*4bdc9457SAndroid Build Coastguard Worker const v128_t vprenorm_lo = wasm_i16x8_shl(vnonsign, 13); 90*4bdc9457SAndroid Build Coastguard Worker const v128_t vprenorm_hi = wasm_i16x8_add(wasm_u16x8_shr(vnonsign, 3), vexp_offset); 91*4bdc9457SAndroid Build Coastguard Worker 92*4bdc9457SAndroid Build Coastguard Worker const v128_t vnorm_lo = wasm_f32x4_mul(wasm_v16x8_shuffle(vprenorm_lo, vprenorm_hi, 0, 8, 1, 9, 2, 10, 3, 11), vexp_scale); 93*4bdc9457SAndroid Build Coastguard Worker const v128_t vnorm_hi = wasm_f32x4_mul(wasm_v16x8_shuffle(vprenorm_lo, vprenorm_hi, 4, 12, 5, 13, 6, 14, 7, 15), vexp_scale); 94*4bdc9457SAndroid Build Coastguard Worker 95*4bdc9457SAndroid Build Coastguard Worker const v128_t vdenorm_lo = wasm_f32x4_sub(wasm_v16x8_shuffle(vnonsign, vmagic_mask, 0, 8, 1, 9, 2, 10, 3, 11), vmagic_bias); 96*4bdc9457SAndroid Build Coastguard Worker const v128_t vdenorm_hi = wasm_f32x4_sub(wasm_v16x8_shuffle(vnonsign, vmagic_mask, 4, 12, 5, 13, 6, 14, 7, 15), vmagic_bias); 97*4bdc9457SAndroid Build Coastguard Worker 98*4bdc9457SAndroid Build Coastguard Worker const v128_t vmask = wasm_i16x8_gt(vnonsign, vdenorm_cutoff); 99*4bdc9457SAndroid Build Coastguard Worker const v128_t vzero = wasm_i16x8_const_splat(0); 100*4bdc9457SAndroid Build Coastguard Worker 101*4bdc9457SAndroid Build Coastguard Worker const v128_t vxmask_lo = wasm_i32x4_extend_low_i16x8(vmask); 102*4bdc9457SAndroid Build Coastguard Worker const v128_t vf_lo = wasm_v128_or(wasm_v16x8_shuffle(vzero, vsign, 0, 8, 1, 9, 2, 10, 3, 11), 103*4bdc9457SAndroid Build Coastguard Worker wasm_v128_bitselect(vnorm_lo, vdenorm_lo, vxmask_lo)); 104*4bdc9457SAndroid Build Coastguard Worker 105*4bdc9457SAndroid Build Coastguard Worker const v128_t vxmask_hi = wasm_i32x4_extend_high_i16x8(vmask); 106*4bdc9457SAndroid Build Coastguard Worker const v128_t vf_hi = wasm_v128_or(wasm_v16x8_shuffle(vzero, vsign, 4, 12, 5, 13, 6, 14, 7, 15), 107*4bdc9457SAndroid Build Coastguard Worker wasm_v128_bitselect(vnorm_hi, vdenorm_hi, vxmask_hi)); 108*4bdc9457SAndroid Build Coastguard Worker 109*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(output, vf_lo); 110*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(output + 4, vf_hi); 111*4bdc9457SAndroid Build Coastguard Worker output += 8; 112*4bdc9457SAndroid Build Coastguard Worker } 113*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 114*4bdc9457SAndroid Build Coastguard Worker assert(n >= 1 * sizeof(uint16_t)); 115*4bdc9457SAndroid Build Coastguard Worker assert(n <= 7 * sizeof(uint16_t)); 116*4bdc9457SAndroid Build Coastguard Worker const v128_t vh = wasm_v128_load(i); 117*4bdc9457SAndroid Build Coastguard Worker 118*4bdc9457SAndroid Build Coastguard Worker const v128_t vsign = wasm_v128_and(vh, vsign_mask); 119*4bdc9457SAndroid Build Coastguard Worker 120*4bdc9457SAndroid Build Coastguard Worker const v128_t vnonsign = wasm_v128_xor(vh, vsign); 121*4bdc9457SAndroid Build Coastguard Worker 122*4bdc9457SAndroid Build Coastguard Worker const v128_t vprenorm_lo = wasm_i16x8_shl(vnonsign, 13); 123*4bdc9457SAndroid Build Coastguard Worker const v128_t vprenorm_hi = wasm_i16x8_add(wasm_u16x8_shr(vnonsign, 3), vexp_offset); 124*4bdc9457SAndroid Build Coastguard Worker 125*4bdc9457SAndroid Build Coastguard Worker const v128_t vnorm_lo = wasm_f32x4_mul(wasm_v16x8_shuffle(vprenorm_lo, vprenorm_hi, 0, 8, 1, 9, 2, 10, 3, 11), vexp_scale); 126*4bdc9457SAndroid Build Coastguard Worker const v128_t vnorm_hi = wasm_f32x4_mul(wasm_v16x8_shuffle(vprenorm_lo, vprenorm_hi, 4, 12, 5, 13, 6, 14, 7, 15), vexp_scale); 127*4bdc9457SAndroid Build Coastguard Worker 128*4bdc9457SAndroid Build Coastguard Worker const v128_t vdenorm_lo = wasm_f32x4_sub(wasm_v16x8_shuffle(vnonsign, vmagic_mask, 0, 8, 1, 9, 2, 10, 3, 11), vmagic_bias); 129*4bdc9457SAndroid Build Coastguard Worker const v128_t vdenorm_hi = wasm_f32x4_sub(wasm_v16x8_shuffle(vnonsign, vmagic_mask, 4, 12, 5, 13, 6, 14, 7, 15), vmagic_bias); 130*4bdc9457SAndroid Build Coastguard Worker 131*4bdc9457SAndroid Build Coastguard Worker const v128_t vmask = wasm_i16x8_gt(vnonsign, vdenorm_cutoff); 132*4bdc9457SAndroid Build Coastguard Worker const v128_t vzero = wasm_i16x8_const_splat(0); 133*4bdc9457SAndroid Build Coastguard Worker 134*4bdc9457SAndroid Build Coastguard Worker const v128_t vxmask_lo = wasm_i32x4_extend_low_i16x8(vmask); 135*4bdc9457SAndroid Build Coastguard Worker v128_t vf = wasm_v128_or(wasm_v16x8_shuffle(vzero, vsign, 0, 8, 1, 9, 2, 10, 3, 11), 136*4bdc9457SAndroid Build Coastguard Worker wasm_v128_bitselect(vnorm_lo, vdenorm_lo, vxmask_lo)); 137*4bdc9457SAndroid Build Coastguard Worker 138*4bdc9457SAndroid Build Coastguard Worker if (n & (4 * sizeof(uint16_t))) { 139*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(output, vf); 140*4bdc9457SAndroid Build Coastguard Worker output += 4; 141*4bdc9457SAndroid Build Coastguard Worker 142*4bdc9457SAndroid Build Coastguard Worker const v128_t vxmask_hi = wasm_i32x4_extend_high_i16x8(vmask); 143*4bdc9457SAndroid Build Coastguard Worker vf = wasm_v128_or(wasm_v16x8_shuffle(vzero, vsign, 4, 12, 5, 13, 6, 14, 7, 15), 144*4bdc9457SAndroid Build Coastguard Worker wasm_v128_bitselect(vnorm_hi, vdenorm_hi, vxmask_hi)); 145*4bdc9457SAndroid Build Coastguard Worker } 146*4bdc9457SAndroid Build Coastguard Worker if (n & (2 * sizeof(uint16_t))) { 147*4bdc9457SAndroid Build Coastguard Worker *((double*) output) = wasm_f64x2_extract_lane(vf, 0); 148*4bdc9457SAndroid Build Coastguard Worker output += 2; 149*4bdc9457SAndroid Build Coastguard Worker 150*4bdc9457SAndroid Build Coastguard Worker vf = wasm_v64x2_shuffle(vf, vf, 1, 1); 151*4bdc9457SAndroid Build Coastguard Worker } 152*4bdc9457SAndroid Build Coastguard Worker if (n & (1 * sizeof(uint16_t))) { 153*4bdc9457SAndroid Build Coastguard Worker *((float*) output) = wasm_f32x4_extract_lane(vf, 0); 154*4bdc9457SAndroid Build Coastguard Worker } 155*4bdc9457SAndroid Build Coastguard Worker } 156*4bdc9457SAndroid Build Coastguard Worker} 157