// 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 % 16 == 0 $assert BATCH_TILE >= 16 $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include #include void xnn_f32_vlrelu_ukernel__avx512f_x${BATCH_TILE}( size_t n, const float* x, float* y, const union xnn_f32_lrelu_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(n != 0); assert(n % sizeof(float) == 0); const __m512 vslope = _mm512_broadcast_f32x4(_mm_load_ps(params->sse.slope)); const __m512 vzero = _mm512_setzero_ps(); for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { __m512 vacc${ABC[0:16]} = _mm512_loadu_ps(x); $for N in range(16, BATCH_TILE, 16): __m512 vacc${ABC[N:N+16]} = _mm512_loadu_ps(x + ${N}); x += ${BATCH_TILE}; $for N in range(0, BATCH_TILE, 16): const __mmask16 vsign${ABC[N:N+16]} = _mm512_cmp_ps_mask(vacc${ABC[N:N+16]}, vzero, _CMP_LT_OQ); $for N in range(0, BATCH_TILE, 16): vacc${ABC[N:N+16]} = _mm512_mask_mul_ps(vacc${ABC[N:N+16]}, vsign${ABC[N:N+16]}, vacc${ABC[N:N+16]}, vslope); _mm512_storeu_ps(y, vacc${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)) { __m512 vacc = _mm512_loadu_ps(x); x += 16; const __mmask16 vsign = _mm512_cmp_ps_mask(vacc, vzero, _CMP_LT_OQ); vacc = _mm512_mask_mul_ps(vacc, vsign, vacc, vslope); _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))); __m512 vacc = _mm512_maskz_loadu_ps(vmask, x); const __mmask16 vsign = _mm512_mask_cmp_ps_mask(vmask, vacc, vzero, _CMP_LT_OQ); vacc = _mm512_mask_mul_ps(vacc, vsign, vacc, vslope); _mm512_mask_storeu_ps(y, vmask, vacc); } }