1*4bdc9457SAndroid Build Coastguard Worker// Copyright 2022 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$assert BATCH_TILE >= 16 7*4bdc9457SAndroid Build Coastguard Worker$assert BATCH_TILE % 16 == 0 8*4bdc9457SAndroid Build Coastguard Worker$SIMD_TILE = BATCH_TILE // 16 9*4bdc9457SAndroid Build Coastguard Worker$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 Worker$XINT8_T = {"QS8": "int8_t", "QU8": "uint8_t"}[DATATYPE] 19*4bdc9457SAndroid Build Coastguard Worker$WASM_X16X8_LOAD8X8 = {"QS8": "wasm_i16x8_load8x8", "QU8": "wasm_u16x8_load8x8"}[DATATYPE] 20*4bdc9457SAndroid Build Coastguard Worker$WASM_X16X8_EXTEND_LOW_X8X16 = {"QS8": "wasm_i16x8_extend_low_i8x16", "QU8": "wasm_u16x8_extend_low_u8x16"}[DATATYPE] 21*4bdc9457SAndroid Build Coastguard Worker$WASM_X16X8_EXTEND_HIGH_X8X16 = {"QS8": "wasm_i16x8_extend_high_i8x16", "QU8": "wasm_u16x8_extend_high_u8x16"}[DATATYPE] 22*4bdc9457SAndroid Build Coastguard Worker$WASM_I16X8_Q15MULR = "__builtin_wasm_relaxed_q15mulr_s_i16x8" if RELAXED else "wasm_i16x8_q15mulr_sat" 23*4bdc9457SAndroid Build Coastguard Worker$WASM_X8X16_NARROW_I16X8 = {"QS8": "wasm_i8x16_narrow_i16x8", "QU8": "wasm_u8x16_narrow_i16x8"}[DATATYPE] 24*4bdc9457SAndroid Build Coastguard Worker$ISA = "wasmrelaxedsimd" if RELAXED else "wasmsimd" 25*4bdc9457SAndroid Build Coastguard Workervoid xnn_${DATATYPE.lower()}_vlrelu_ukernel__${ISA}_arm_x${BATCH_TILE}( 26*4bdc9457SAndroid Build Coastguard Worker size_t n, 27*4bdc9457SAndroid Build Coastguard Worker const ${XINT8_T}* x, 28*4bdc9457SAndroid Build Coastguard Worker ${XINT8_T}* y, 29*4bdc9457SAndroid Build Coastguard Worker const union xnn_${DATATYPE.lower()}_lrelu_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS 30*4bdc9457SAndroid Build Coastguard Worker{ 31*4bdc9457SAndroid Build Coastguard Worker assert(n != 0); 32*4bdc9457SAndroid Build Coastguard Worker assert(n % sizeof(${XINT8_T}) == 0); 33*4bdc9457SAndroid Build Coastguard Worker assert(x != NULL); 34*4bdc9457SAndroid Build Coastguard Worker assert(y != NULL); 35*4bdc9457SAndroid Build Coastguard Worker 36*4bdc9457SAndroid Build Coastguard Worker const v128_t vinput_zero_point = wasm_v128_load64_splat(params->wasmsimd_arm.input_zero_point); 37*4bdc9457SAndroid Build Coastguard Worker const v128_t vpositive_multiplier = wasm_v128_load64_splat(params->wasmsimd_arm.positive_multiplier); 38*4bdc9457SAndroid Build Coastguard Worker const v128_t vnegative_multiplier = wasm_v128_load64_splat(params->wasmsimd_arm.negative_multiplier); 39*4bdc9457SAndroid Build Coastguard Worker const v128_t voutput_zero_point = wasm_v128_load64_splat(params->wasmsimd_arm.output_zero_point); 40*4bdc9457SAndroid Build Coastguard Worker for (; n >= ${BATCH_TILE} * sizeof(${XINT8_T}); n -= ${BATCH_TILE} * sizeof(${XINT8_T})) { 41*4bdc9457SAndroid Build Coastguard Worker v128_t vx${ABC[0]} = wasm_v128_load(x); 42*4bdc9457SAndroid Build Coastguard Worker $for N in range(1, SIMD_TILE): 43*4bdc9457SAndroid Build Coastguard Worker v128_t vx${ABC[N]} = wasm_v128_load(x + ${N * 16}); 44*4bdc9457SAndroid Build Coastguard Worker x += ${BATCH_TILE}; 45*4bdc9457SAndroid Build Coastguard Worker 46*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 47*4bdc9457SAndroid Build Coastguard Worker v128_t vacc${ABC[2*N]} = wasm_i16x8_sub(vinput_zero_point, ${WASM_X16X8_EXTEND_LOW_X8X16}(vx${ABC[N]})); 48*4bdc9457SAndroid Build Coastguard Worker v128_t vacc${ABC[2*N+1]} = wasm_i16x8_sub(vinput_zero_point, ${WASM_X16X8_EXTEND_HIGH_X8X16}(vx${ABC[N]})); 49*4bdc9457SAndroid Build Coastguard Worker v128_t vmultiplier${ABC[2*N]} = wasm_i16x8_shr(vacc${ABC[2*N]}, 15); 50*4bdc9457SAndroid Build Coastguard Worker v128_t vmultiplier${ABC[2*N+1]} = wasm_i16x8_shr(vacc${ABC[2*N+1]}, 15); 51*4bdc9457SAndroid Build Coastguard Worker 52*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 53*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N]} = wasm_i16x8_shl(vacc${ABC[N]}, 7); 54*4bdc9457SAndroid Build Coastguard Worker vmultiplier${ABC[N]} = wasm_v128_bitselect(vpositive_multiplier, vnegative_multiplier, vmultiplier${ABC[N]}); 55*4bdc9457SAndroid Build Coastguard Worker 56*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 57*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N]} = ${WASM_I16X8_Q15MULR}(vacc${ABC[N]}, vmultiplier${ABC[N]}); 58*4bdc9457SAndroid Build Coastguard Worker 59*4bdc9457SAndroid Build Coastguard Worker $for N in range(2*SIMD_TILE): 60*4bdc9457SAndroid Build Coastguard Worker vacc${ABC[N]} = wasm_i16x8_add_sat(vacc${ABC[N]}, voutput_zero_point); 61*4bdc9457SAndroid Build Coastguard Worker 62*4bdc9457SAndroid Build Coastguard Worker $for N in range(SIMD_TILE): 63*4bdc9457SAndroid Build Coastguard Worker const v128_t vy${ABC[N]} = ${WASM_X8X16_NARROW_I16X8}(vacc${ABC[2*N]}, vacc${ABC[2*N+1]}); 64*4bdc9457SAndroid Build Coastguard Worker 65*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(y, vy${ABC[0]}); 66*4bdc9457SAndroid Build Coastguard Worker $for N in range(1, SIMD_TILE): 67*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store((y + ${N * 16}), vy${ABC[N]}); 68*4bdc9457SAndroid Build Coastguard Worker y += ${BATCH_TILE}; 69*4bdc9457SAndroid Build Coastguard Worker } 70*4bdc9457SAndroid Build Coastguard Worker for (; n >= 8 * sizeof(${XINT8_T}); n -= 8 * sizeof(${XINT8_T})) { 71*4bdc9457SAndroid Build Coastguard Worker const v128_t vx = ${WASM_X16X8_LOAD8X8}(x); 72*4bdc9457SAndroid Build Coastguard Worker v128_t vacc = wasm_i16x8_sub(vinput_zero_point, vx); 73*4bdc9457SAndroid Build Coastguard Worker v128_t vmultiplier = wasm_i16x8_shr(vacc, 15); 74*4bdc9457SAndroid Build Coastguard Worker vacc = wasm_i16x8_shl(vacc, 7); 75*4bdc9457SAndroid Build Coastguard Worker vmultiplier = wasm_v128_bitselect(vpositive_multiplier, vnegative_multiplier, vmultiplier); 76*4bdc9457SAndroid Build Coastguard Worker vacc = ${WASM_I16X8_Q15MULR}(vacc, vmultiplier); 77*4bdc9457SAndroid Build Coastguard Worker vacc = wasm_i16x8_add_sat(vacc, voutput_zero_point); 78*4bdc9457SAndroid Build Coastguard Worker x += 8; 79*4bdc9457SAndroid Build Coastguard Worker 80*4bdc9457SAndroid Build Coastguard Worker const v128_t vy = ${WASM_X8X16_NARROW_I16X8}(vacc, vacc); 81*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store64_lane(y, vy, 0); 82*4bdc9457SAndroid Build Coastguard Worker y += 8; 83*4bdc9457SAndroid Build Coastguard Worker } 84*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(n != 0) { 85*4bdc9457SAndroid Build Coastguard Worker assert(n >= 1 * sizeof(${XINT8_T})); 86*4bdc9457SAndroid Build Coastguard Worker assert(n <= 7 * sizeof(${XINT8_T})); 87*4bdc9457SAndroid Build Coastguard Worker 88*4bdc9457SAndroid Build Coastguard Worker const v128_t vx = ${WASM_X16X8_LOAD8X8}(x); 89*4bdc9457SAndroid Build Coastguard Worker v128_t vacc = wasm_i16x8_sub(vinput_zero_point, vx); 90*4bdc9457SAndroid Build Coastguard Worker v128_t vmultiplier = wasm_i16x8_shr(vacc, 15); 91*4bdc9457SAndroid Build Coastguard Worker vacc = wasm_i16x8_shl(vacc, 7); 92*4bdc9457SAndroid Build Coastguard Worker vmultiplier = wasm_v128_bitselect(vpositive_multiplier, vnegative_multiplier, vmultiplier); 93*4bdc9457SAndroid Build Coastguard Worker vacc = ${WASM_I16X8_Q15MULR}(vacc, vmultiplier); 94*4bdc9457SAndroid Build Coastguard Worker vacc = wasm_i16x8_add_sat(vacc, voutput_zero_point); 95*4bdc9457SAndroid Build Coastguard Worker 96*4bdc9457SAndroid Build Coastguard Worker v128_t vy = ${WASM_X8X16_NARROW_I16X8}(vacc, vacc); 97*4bdc9457SAndroid Build Coastguard Worker if (n & (4 * sizeof(${XINT8_T}))) { 98*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store32_lane(y, vy, 0); 99*4bdc9457SAndroid Build Coastguard Worker vy = wasm_u64x2_shr(vy, 32); 100*4bdc9457SAndroid Build Coastguard Worker y += 4; 101*4bdc9457SAndroid Build Coastguard Worker } 102*4bdc9457SAndroid Build Coastguard Worker if (n & (2 * sizeof(${XINT8_T}))) { 103*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store16_lane(y, vy, 0); 104*4bdc9457SAndroid Build Coastguard Worker vy = wasm_u32x4_shr(vy, 16); 105*4bdc9457SAndroid Build Coastguard Worker y += 2; 106*4bdc9457SAndroid Build Coastguard Worker } 107*4bdc9457SAndroid Build Coastguard Worker if (n & (1 * sizeof(${XINT8_T}))) { 108*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store8_lane(y, vy, 0); 109*4bdc9457SAndroid Build Coastguard Worker } 110*4bdc9457SAndroid Build Coastguard Worker } 111*4bdc9457SAndroid Build Coastguard Worker} 112