// Copyright 2019 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 $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include void xnn_f32_hswish_ukernel__sse_x${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 __m128 vsixth = _mm_load_ps(params->sse.sixth); const __m128 vhalf = _mm_load_ps(params->sse.half); const __m128 vone = _mm_load_ps(params->sse.one); const __m128 vzero = _mm_setzero_ps(); for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { const __m128 vx${ABC[0:4]} = _mm_loadu_ps(x); $for N in range(4, BATCH_TILE, 4): const __m128 vx${ABC[N:N+4]} = _mm_loadu_ps(x + ${N}); x += ${BATCH_TILE}; $for N in range(0, BATCH_TILE, 4): __m128 vacc${ABC[N:N+4]} = _mm_mul_ps(vx${ABC[N:N+4]}, vsixth); $for N in range(0, BATCH_TILE, 4): vacc${ABC[N:N+4]} = _mm_add_ps(vacc${ABC[N:N+4]}, vhalf); $for N in range(0, BATCH_TILE, 4): vacc${ABC[N:N+4]} = _mm_max_ps(vacc${ABC[N:N+4]}, vzero); $for N in range(0, BATCH_TILE, 4): vacc${ABC[N:N+4]} = _mm_min_ps(vacc${ABC[N:N+4]}, vone); $for N in range(0, BATCH_TILE, 4): vacc${ABC[N:N+4]} = _mm_mul_ps(vacc${ABC[N:N+4]}, vx${ABC[N:N+4]}); _mm_storeu_ps(y, vacc${ABC[0:4]}); $for N in range(4, BATCH_TILE, 4): _mm_storeu_ps(y + ${N}, vacc${ABC[N:N+4]}); y += ${BATCH_TILE}; } $if BATCH_TILE > 4: for (; n >= 4 * sizeof(float); n -= 4 * sizeof(float)) { const __m128 vx0123 = _mm_loadu_ps(x); x += 4; __m128 vacc0123 = _mm_mul_ps(vx0123, vsixth); vacc0123 = _mm_add_ps(vacc0123, vhalf); vacc0123 = _mm_max_ps(vacc0123, vzero); vacc0123 = _mm_min_ps(vacc0123, vone); vacc0123 = _mm_mul_ps(vacc0123, vx0123); _mm_storeu_ps(y, vacc0123); y += 4; } if XNN_UNLIKELY(n != 0) { const __m128 vx0123 = _mm_loadu_ps(x); __m128 vacc0123 = _mm_mul_ps(vx0123, vsixth); vacc0123 = _mm_add_ps(vacc0123, vhalf); vacc0123 = _mm_max_ps(vacc0123, vzero); vacc0123 = _mm_min_ps(vacc0123, vone); vacc0123 = _mm_mul_ps(vacc0123, vx0123); if (n & (2 * sizeof(float))) { _mm_storel_pi((__m64*) y, vacc0123); vacc0123 = _mm_movehl_ps(vacc0123, vacc0123); y += 2; } if (n & (1 * sizeof(float))) { _mm_store_ss(y, vacc0123); } } }