// 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 % 16 == 0 $assert BATCH_TILE >= 16 $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include #include void xnn_f32_hswish_ukernel__avx512f_x${BATCH_TILE}( size_t n, const float* x, float* y, const union xnn_f32_hswish_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(n != 0); assert(n % sizeof(float) == 0); const __m512 vsixth = _mm512_broadcast_f32x4(_mm_load_ps(params->sse.sixth)); const __m512 vhalf = _mm512_broadcast_f32x4(_mm_load_ps(params->sse.half)); const __m512 vone = _mm512_broadcast_f32x4(_mm_load_ps(params->sse.one)); const __m512 vzero = _mm512_setzero_ps(); for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { const __m512 vx${ABC[0:16]} = _mm512_loadu_ps(x); $for N in range(16, BATCH_TILE, 16): const __m512 vx${ABC[N:N+16]} = _mm512_loadu_ps(x + ${N}); x += ${BATCH_TILE}; $for N in range(0, BATCH_TILE, 16): __m512 vacc${ABC[N:N+16]} = _mm512_fmadd_ps(vx${ABC[N:N+16]}, vsixth, vhalf); $for N in range(0, BATCH_TILE, 16): vacc${ABC[N:N+16]} = _mm512_max_ps(vacc${ABC[N:N+16]}, vzero); $for N in range(0, BATCH_TILE, 16): vacc${ABC[N:N+16]} = _mm512_min_ps(vacc${ABC[N:N+16]}, vone); $for N in range(0, BATCH_TILE, 16): vacc${ABC[N:N+16]} = _mm512_mul_ps(vacc${ABC[N:N+16]}, vx${ABC[N:N+16]}); _mm512_storeu_ps(y, vacc${ABC[0:16]}); $for N in range(16, BATCH_TILE, 16): _mm512_storeu_ps(y + ${N}, vacc${ABC[N:N+16]}); y += ${BATCH_TILE}; } $if BATCH_TILE > 16: for (; n >= 16 * sizeof(float); n -= 16 * sizeof(float)) { const __m512 vx = _mm512_loadu_ps(x); x += 16; __m512 vacc = _mm512_fmadd_ps(vx, vsixth, vhalf); vacc = _mm512_max_ps(vacc, vzero); vacc = _mm512_min_ps(vacc, vone); vacc = _mm512_mul_ps(vacc, vx); _mm512_storeu_ps(y, vacc); y += 16; } if XNN_UNLIKELY(n != 0) { assert(n >= 1 * sizeof(float)); assert(n <= 15 * sizeof(float)); // Prepare mask for valid 32-bit elements (depends on n). n >>= 2 /* log2(sizeof(float)) */; const __mmask16 vmask = _cvtu32_mask16((uint16_t) ((uint32_t) (UINT32_C(1) << n) - UINT32_C(1))); const __m512 vx = _mm512_maskz_loadu_ps(vmask, x); __m512 vacc = _mm512_fmadd_ps(vx, vsixth, vhalf); vacc = _mm512_max_ps(vacc, vzero); vacc = _mm512_min_ps(vacc, vone); vacc = _mm512_mul_ps(vacc, vx); _mm512_mask_storeu_ps(y, vmask, vacc); } }