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$assert DATATYPE in ["QS8", "QU8"] 7*4bdc9457SAndroid Build Coastguard Worker$assert BATCH_TILE % 8 == 0 8*4bdc9457SAndroid Build Coastguard Worker$assert BATCH_TILE >= 8 9*4bdc9457SAndroid Build Coastguard Worker$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/vadd.h> 15*4bdc9457SAndroid Build Coastguard Worker 16*4bdc9457SAndroid Build Coastguard Worker 17*4bdc9457SAndroid Build Coastguard Worker$XINT8_T = {"QS8": "int8_t", "QU8": "uint8_t"}[DATATYPE] 18*4bdc9457SAndroid Build Coastguard Worker$WASM_X16X8_LOAD8X8 = {"QS8": "wasm_i16x8_load8x8", "QU8": "wasm_u16x8_load8x8"}[DATATYPE] 19*4bdc9457SAndroid Build Coastguard Worker$WASM_X32X4_EXTEND_LOW_X16X8 = {"QS8": "wasm_i32x4_extend_low_i16x8", "QU8": "wasm_u32x4_extend_low_u16x8"}[DATATYPE] 20*4bdc9457SAndroid Build Coastguard Worker$WASM_X32X4_EXTEND_HIGH_X16X8 = {"QS8": "wasm_i32x4_extend_high_i16x8", "QU8": "wasm_u32x4_extend_high_u16x8"}[DATATYPE] 21*4bdc9457SAndroid Build Coastguard Worker$WASM_X8X16_NARROW_I16X8 = {"QS8": "wasm_i8x16_narrow_i16x8", "QU8": "wasm_u8x16_narrow_i16x8"}[DATATYPE] 22*4bdc9457SAndroid Build Coastguard Worker$WASM_X8X16_MIN = {"QS8": "wasm_i8x16_min", "QU8": "wasm_u8x16_min"}[DATATYPE] 23*4bdc9457SAndroid Build Coastguard Worker$WASM_X8X16_MAX = {"QS8": "wasm_i8x16_max", "QU8": "wasm_u8x16_max"}[DATATYPE] 24*4bdc9457SAndroid Build Coastguard Workervoid xnn_${DATATYPE.lower()}_vadd_minmax_ukernel__wasmsimd_x${BATCH_TILE}( 25*4bdc9457SAndroid Build Coastguard Worker size_t n, 26*4bdc9457SAndroid Build Coastguard Worker const ${XINT8_T}* input_a, 27*4bdc9457SAndroid Build Coastguard Worker const ${XINT8_T}* input_b, 28*4bdc9457SAndroid Build Coastguard Worker ${XINT8_T}* output, 29*4bdc9457SAndroid Build Coastguard Worker const union xnn_${DATATYPE.lower()}_add_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS 30*4bdc9457SAndroid Build Coastguard Worker{ 31*4bdc9457SAndroid Build Coastguard Worker const v128_t vbias = wasm_v128_load64_splat(params->wasmsimd.bias); 32*4bdc9457SAndroid Build Coastguard Worker const v128_t va_multiplier = wasm_v128_load64_splat(params->wasmsimd.a_multiplier); 33*4bdc9457SAndroid Build Coastguard Worker const v128_t vb_multiplier = wasm_v128_load64_splat(params->wasmsimd.b_multiplier); 34*4bdc9457SAndroid Build Coastguard Worker const uint32_t vshift = params->wasmsimd.shift; 35*4bdc9457SAndroid Build Coastguard Worker const v128_t voutput_zero_point = wasm_v128_load64_splat(params->wasmsimd.output_zero_point); 36*4bdc9457SAndroid Build Coastguard Worker const v128_t voutput_min = wasm_v128_load64_splat(params->wasmsimd.output_min); 37*4bdc9457SAndroid Build Coastguard Worker const v128_t voutput_max = wasm_v128_load64_splat(params->wasmsimd.output_max); 38*4bdc9457SAndroid Build Coastguard Worker 39*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(${XINT8_T}); n -= ${BATCH_TILE} * sizeof(${XINT8_T})) { 40*4bdc9457SAndroid Build Coastguard Worker const v128_t va${ABC[0:8]} = ${WASM_X16X8_LOAD8X8}(input_a); 41*4bdc9457SAndroid Build Coastguard Worker const v128_t vb${ABC[0:8]} = ${WASM_X16X8_LOAD8X8}(input_b); 42*4bdc9457SAndroid Build Coastguard Worker $for N in range(8, BATCH_TILE, 8): 43*4bdc9457SAndroid Build Coastguard Worker const v128_t va${ABC[N:N+8]} = ${WASM_X16X8_LOAD8X8}(input_a + ${N}); 44*4bdc9457SAndroid Build Coastguard Worker const v128_t vb${ABC[N:N+8]} = ${WASM_X16X8_LOAD8X8}(input_b + ${N}); 45*4bdc9457SAndroid Build Coastguard Worker input_a += ${BATCH_TILE}; 46*4bdc9457SAndroid Build Coastguard Worker input_b += ${BATCH_TILE}; 47*4bdc9457SAndroid Build Coastguard Worker 48*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 49*4bdc9457SAndroid Build Coastguard Worker v128_t vacc${ABC[N:N+4]} = wasm_i32x4_add(vbias, wasm_i32x4_mul(${WASM_X32X4_EXTEND_LOW_X16X8}(va${ABC[N:N+8]}), va_multiplier)); 50*4bdc9457SAndroid Build Coastguard Worker v128_t vacc${ABC[N+4:N+8]} = wasm_i32x4_add(vbias, wasm_i32x4_mul(${WASM_X32X4_EXTEND_HIGH_X16X8}(va${ABC[N:N+8]}), va_multiplier)); 51*4bdc9457SAndroid Build Coastguard Worker 52*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 53*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+4]} = wasm_i32x4_add(vacc${ABC[N:N+4]}, wasm_i32x4_mul(${WASM_X32X4_EXTEND_LOW_X16X8}(vb${ABC[N:N+8]}), vb_multiplier)); 54*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N+4:N+8]} = wasm_i32x4_add(vacc${ABC[N+4:N+8]}, wasm_i32x4_mul(${WASM_X32X4_EXTEND_HIGH_X16X8}(vb${ABC[N:N+8]}), vb_multiplier)); 55*4bdc9457SAndroid Build Coastguard Worker 56*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 4): 57*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N:N+4]} = wasm_i32x4_shr(vacc${ABC[N:N+4]}, vshift); 58*4bdc9457SAndroid Build Coastguard Worker 59*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 8): 60*4bdc9457SAndroid Build Coastguard Worker v128_t vout${ABC[N:N+8]} = wasm_i16x8_add_sat(wasm_i16x8_narrow_i32x4(vacc${ABC[N:N+4]}, vacc${ABC[N+4:N+8]}), voutput_zero_point); 61*4bdc9457SAndroid Build Coastguard Worker 62*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 16): 63*4bdc9457SAndroid Build Coastguard Worker $if N + 8 < BATCH_TILE: 64*4bdc9457SAndroid Build Coastguard Worker v128_t vout${ABC[N:N+16]} = ${WASM_X8X16_NARROW_I16X8}(vout${ABC[N:N+8]}, vout${ABC[N+8:N+16]}); 65*4bdc9457SAndroid Build Coastguard Worker $else: 66*4bdc9457SAndroid Build Coastguard Worker v128_t vout${ABC[N:N+8]}${ABC[N:N+8]} = ${WASM_X8X16_NARROW_I16X8}(vout${ABC[N:N+8]}, vout${ABC[N:N+8]}); 67*4bdc9457SAndroid Build Coastguard Worker 68*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 16): 69*4bdc9457SAndroid Build Coastguard Worker $if N + 8 < BATCH_TILE: 70*4bdc9457SAndroid Build Coastguard Worker vout${ABC[N:N+16]} = ${WASM_X8X16_MAX}(vout${ABC[N:N+16]}, voutput_min); 71*4bdc9457SAndroid Build Coastguard Worker $else: 72*4bdc9457SAndroid Build Coastguard Worker vout${ABC[N:N+8]}${ABC[N:N+8]} = ${WASM_X8X16_MAX}(vout${ABC[N:N+8]}${ABC[N:N+8]}, voutput_min); 73*4bdc9457SAndroid Build Coastguard Worker 74*4bdc9457SAndroid Build Coastguard Worker $for N in range(0, BATCH_TILE, 16): 75*4bdc9457SAndroid Build Coastguard Worker $if N + 8 < BATCH_TILE: 76*4bdc9457SAndroid Build Coastguard Worker vout${ABC[N:N+16]} = ${WASM_X8X16_MIN}(vout${ABC[N:N+16]}, voutput_max); 77*4bdc9457SAndroid Build Coastguard Worker $else: 78*4bdc9457SAndroid Build Coastguard Worker vout${ABC[N:N+8]}${ABC[N:N+8]} = ${WASM_X8X16_MIN}(vout${ABC[N:N+8]}${ABC[N:N+8]}, voutput_max); 79*4bdc9457SAndroid Build Coastguard Worker 80*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE >= 16: 81*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(output, vout${ABC[0:16]}); 82*4bdc9457SAndroid Build Coastguard Worker $else: 83*4bdc9457SAndroid Build Coastguard Worker *((double*) output) = wasm_f64x2_extract_lane(vout${ABC[0:8]}${ABC[0:8]}, 0); 84*4bdc9457SAndroid Build Coastguard Worker $for N in range(16, BATCH_TILE, 16): 85*4bdc9457SAndroid Build Coastguard Worker $if N + 8 < BATCH_TILE: 86*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(output + ${N}, vout${ABC[N:N+16]}); 87*4bdc9457SAndroid Build Coastguard Worker $else: 88*4bdc9457SAndroid Build Coastguard Worker *((double*) (output + ${N})) = wasm_f64x2_extract_lane(vout${ABC[N:N+8]}${ABC[N:N+8]}, 0); 89*4bdc9457SAndroid Build Coastguard Worker output += ${BATCH_TILE}; 90*4bdc9457SAndroid Build Coastguard Worker } 91*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 92*4bdc9457SAndroid Build Coastguard Worker ${"do " if BATCH_TILE > 8 else ""}{ 93*4bdc9457SAndroid Build Coastguard Worker const v128_t va${ABC[0:8]} = ${WASM_X16X8_LOAD8X8}(input_a); 94*4bdc9457SAndroid Build Coastguard Worker const v128_t vb${ABC[0:8]} = ${WASM_X16X8_LOAD8X8}(input_b); 95*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 8: 96*4bdc9457SAndroid Build Coastguard Worker input_a += 8; 97*4bdc9457SAndroid Build Coastguard Worker input_b += 8; 98*4bdc9457SAndroid Build Coastguard Worker 99*4bdc9457SAndroid Build Coastguard Worker v128_t vacc${ABC[0:4]} = wasm_i32x4_add(vbias, wasm_i32x4_mul(${WASM_X32X4_EXTEND_LOW_X16X8}(va${ABC[0:8]}), va_multiplier)); 100*4bdc9457SAndroid Build Coastguard Worker v128_t vacc${ABC[4:8]} = wasm_i32x4_add(vbias, wasm_i32x4_mul(${WASM_X32X4_EXTEND_HIGH_X16X8}(va${ABC[0:8]}), va_multiplier)); 101*4bdc9457SAndroid Build Coastguard Worker 102*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[0:4]} = wasm_i32x4_add(vacc${ABC[0:4]}, wasm_i32x4_mul(${WASM_X32X4_EXTEND_LOW_X16X8}(vb${ABC[0:8]}), vb_multiplier)); 103*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[4:8]} = wasm_i32x4_add(vacc${ABC[4:8]}, wasm_i32x4_mul(${WASM_X32X4_EXTEND_HIGH_X16X8}(vb${ABC[0:8]}), vb_multiplier)); 104*4bdc9457SAndroid Build Coastguard Worker 105*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[0:4]} = wasm_i32x4_shr(vacc${ABC[0:4]}, vshift); 106*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[4:8]} = wasm_i32x4_shr(vacc${ABC[4:8]}, vshift); 107*4bdc9457SAndroid Build Coastguard Worker 108*4bdc9457SAndroid Build Coastguard Worker v128_t vout${ABC[0:8]} = wasm_i16x8_add_sat(wasm_i16x8_narrow_i32x4(vacc${ABC[0:4]}, vacc${ABC[4:8]}), voutput_zero_point); 109*4bdc9457SAndroid Build Coastguard Worker 110*4bdc9457SAndroid Build Coastguard Worker v128_t vout${ABC[0:8]}${ABC[0:8]} = ${WASM_X8X16_NARROW_I16X8}(vout${ABC[0:8]}, vout${ABC[0:8]}); 111*4bdc9457SAndroid Build Coastguard Worker vout${ABC[0:8]}${ABC[0:8]} = ${WASM_X8X16_MAX}(vout${ABC[0:8]}${ABC[0:8]}, voutput_min); 112*4bdc9457SAndroid Build Coastguard Worker vout${ABC[0:8]}${ABC[0:8]} = ${WASM_X8X16_MIN}(vout${ABC[0:8]}${ABC[0:8]}, voutput_max); 113*4bdc9457SAndroid Build Coastguard Worker 114*4bdc9457SAndroid Build Coastguard Worker $if BATCH_TILE > 8: 115*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(n >= (8 * sizeof(${XINT8_T}))) { 116*4bdc9457SAndroid Build Coastguard Worker *((double*) output) = wasm_f64x2_extract_lane(vout${ABC[0:8]}${ABC[0:8]}, 0); 117*4bdc9457SAndroid Build Coastguard Worker output += 8; 118*4bdc9457SAndroid Build Coastguard Worker n -= 8 * sizeof(${XINT8_T}); 119*4bdc9457SAndroid Build Coastguard Worker } else { 120*4bdc9457SAndroid Build Coastguard Worker if (n & (4 * sizeof(${XINT8_T}))) { 121*4bdc9457SAndroid Build Coastguard Worker *((float*) output) = (float) wasm_f32x4_extract_lane(vout${ABC[0:8]}${ABC[0:8]}, 0); 122*4bdc9457SAndroid Build Coastguard Worker vout${ABC[0:8]}${ABC[0:8]} = wasm_u64x2_shr(vout${ABC[0:8]}${ABC[0:8]}, 32); 123*4bdc9457SAndroid Build Coastguard Worker output += 4; 124*4bdc9457SAndroid Build Coastguard Worker } 125*4bdc9457SAndroid Build Coastguard Worker uint32_t vout${ABC[0:4]} = wasm_i32x4_extract_lane(vout${ABC[0:8]}${ABC[0:8]}, 0); 126*4bdc9457SAndroid Build Coastguard Worker if (n & (2 * sizeof(${XINT8_T}))) { 127*4bdc9457SAndroid Build Coastguard Worker *((uint16_t*) output) = (uint16_t) vout${ABC[0:4]}; 128*4bdc9457SAndroid Build Coastguard Worker vout${ABC[0:4]} >>= 16; 129*4bdc9457SAndroid Build Coastguard Worker output += 2; 130*4bdc9457SAndroid Build Coastguard Worker } 131*4bdc9457SAndroid Build Coastguard Worker if (n & (1 * sizeof(${XINT8_T}))) { 132*4bdc9457SAndroid Build Coastguard Worker *output = (${XINT8_T}) vout${ABC[0:4]}; 133*4bdc9457SAndroid Build Coastguard Worker } 134*4bdc9457SAndroid Build Coastguard Worker n = 0; 135*4bdc9457SAndroid Build Coastguard Worker } 136*4bdc9457SAndroid Build Coastguard Worker $else: 137*4bdc9457SAndroid Build Coastguard Worker if (n & (4 * sizeof(${XINT8_T}))) { 138*4bdc9457SAndroid Build Coastguard Worker *((float*) output) = (float) wasm_f32x4_extract_lane(vout${ABC[0:8]}${ABC[0:8]}, 0); 139*4bdc9457SAndroid Build Coastguard Worker vout${ABC[0:8]}${ABC[0:8]} = wasm_u64x2_shr(vout${ABC[0:8]}${ABC[0:8]}, 32); 140*4bdc9457SAndroid Build Coastguard Worker output += 4; 141*4bdc9457SAndroid Build Coastguard Worker } 142*4bdc9457SAndroid Build Coastguard Worker uint32_t vout${ABC[0:4]} = wasm_i32x4_extract_lane(vout${ABC[0:8]}${ABC[0:8]}, 0); 143*4bdc9457SAndroid Build Coastguard Worker if (n & (2 * sizeof(${XINT8_T}))) { 144*4bdc9457SAndroid Build Coastguard Worker *((uint16_t*) output) = (uint16_t) vout${ABC[0:4]}; 145*4bdc9457SAndroid Build Coastguard Worker vout${ABC[0:4]} >>= 16; 146*4bdc9457SAndroid Build Coastguard Worker output += 2; 147*4bdc9457SAndroid Build Coastguard Worker } 148*4bdc9457SAndroid Build Coastguard Worker if (n & (1 * sizeof(${XINT8_T}))) { 149*4bdc9457SAndroid Build Coastguard Worker *output = (${XINT8_T}) vout${ABC[0:4]}; 150*4bdc9457SAndroid Build Coastguard Worker } 151*4bdc9457SAndroid Build Coastguard Worker }${" while (n != 0);" if BATCH_TILE > 8 else ""} 152*4bdc9457SAndroid Build Coastguard Worker } 153*4bdc9457SAndroid Build Coastguard Worker} 154