// Copyright 2020 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. $assert BATCH_TILE % 4 == 0 $assert BATCH_TILE >= 4 $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include void xnn_f32_hswish_ukernel__wasmsimd_x${BATCH_TILE}( size_t n, const float* x, float* y, const union xnn_f32_hswish_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN { assert(n != 0); assert(n % sizeof(float) == 0); const v128_t vsixth = wasm_v32x4_load_splat(¶ms->scalar.sixth); const v128_t vthree = wasm_v32x4_load_splat(¶ms->scalar.three); const v128_t vsix = wasm_v32x4_load_splat(¶ms->scalar.six); const v128_t vzero = wasm_f32x4_splat(0.0f); $if BATCH_TILE > 4: for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { v128_t vx${ABC[0:4]} = wasm_v128_load(x); $for N in range(4, BATCH_TILE, 4): v128_t vx${ABC[N:N+4]} = wasm_v128_load(x + ${N}); x += ${BATCH_TILE}; $for N in range(0, BATCH_TILE, 4): v128_t vacc${ABC[N:N+4]} = wasm_f32x4_add(vx${ABC[N:N+4]}, vthree); vx${ABC[N:N+4]} = wasm_f32x4_mul(vx${ABC[N:N+4]}, vsixth); $for N in range(0, BATCH_TILE, 4): vacc${ABC[N:N+4]} = wasm_i32x4_max(vacc${ABC[N:N+4]}, vzero); $for N in range(0, BATCH_TILE, 4): vacc${ABC[N:N+4]} = wasm_i32x4_min(vacc${ABC[N:N+4]}, vsix); $for N in range(0, BATCH_TILE, 4): vacc${ABC[N:N+4]} = wasm_f32x4_mul(vacc${ABC[N:N+4]}, vx${ABC[N:N+4]}); wasm_v128_store(y, vacc${ABC[0:4]}); $for N in range(4, BATCH_TILE, 4): wasm_v128_store(y + ${N}, vacc${ABC[N:N+4]}); y += ${BATCH_TILE}; } for (; n >= 4 * sizeof(float); n -= 4 * sizeof(float)) { v128_t vx = wasm_v128_load(x); x += 4; v128_t vacc = wasm_f32x4_add(vx, vthree); vx = wasm_f32x4_mul(vx, vsixth); vacc = wasm_i32x4_max(vacc, vzero); vacc = wasm_i32x4_min(vacc, vsix); vacc = wasm_f32x4_mul(vacc, vx); wasm_v128_store(y, vacc); y += 4; } if XNN_UNLIKELY(n != 0) { v128_t vx = wasm_v128_load(x); v128_t vacc = wasm_f32x4_add(vx, vthree); vx = wasm_f32x4_mul(vx, vsixth); vacc = wasm_i32x4_max(vacc, vzero); vacc = wasm_i32x4_min(vacc, vsix); vacc = wasm_f32x4_mul(vacc, vx); if (n & (2 * sizeof(float))) { *((double*) y) = wasm_f64x2_extract_lane(vacc, 0); vacc = wasm_v32x4_shuffle(vacc, vacc, 2, 3, 2, 3); y += 2; } if (n & (1 * sizeof(float))) { *y = wasm_f32x4_extract_lane(vacc, 0); } } }