// 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 % 8 == 0 $assert BATCH_TILE >= 8 $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include static const int32_t mask_table[14] = {-1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, 0, 0}; void xnn_f32_vlrelu_ukernel__avx_x${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 __m256 vslope = _mm256_broadcast_ps((const __m128*) params->sse.slope); for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { const __m256 vx${ABC[0:8]} = _mm256_loadu_ps(x); $for N in range(8, BATCH_TILE, 8): const __m256 vx${ABC[N:N+8]} = _mm256_loadu_ps(x + ${N}); x += ${BATCH_TILE}; $for N in range(0, BATCH_TILE, 8): __m256 vacc${ABC[N:N+8]} = _mm256_mul_ps(vx${ABC[N:N+8]}, vslope); $for N in range(0, BATCH_TILE, 8): vacc${ABC[N:N+8]} = _mm256_blendv_ps(vx${ABC[N:N+8]}, vacc${ABC[N:N+8]}, vx${ABC[N:N+8]}); _mm256_storeu_ps(y, vacc${ABC[0:8]}); $for N in range(8, BATCH_TILE, 8): _mm256_storeu_ps(y + ${N}, vacc${ABC[N:N+8]}); y += ${BATCH_TILE}; } $if BATCH_TILE > 8: for (; n >= 8 * sizeof(float); n -= 8 * sizeof(float)) { const __m256 vx = _mm256_loadu_ps(x); x += 8; __m256 vacc = _mm256_mul_ps(vx, vslope); vacc = _mm256_blendv_ps(vx, vacc, vx); _mm256_storeu_ps(y, vacc); y += 8; } if XNN_UNLIKELY(n != 0) { assert(n >= 1 * sizeof(float)); assert(n <= 7 * sizeof(float)); __m256i vmask = _mm256_loadu_si256((const __m256i*) ((uintptr_t) &mask_table[7] - n)); const __m256 vx = _mm256_maskload_ps(x, vmask); __m256 vacc = _mm256_mul_ps(vx, vslope); vacc = _mm256_blendv_ps(vx, vacc, vx); // _mm256_maskstore_ps(y, vmask, vacc) could be used here, but triggers msan failures (probably an msan bug). __m128 vacc_lo = _mm256_castps256_ps128(vacc); if (n & (4 * sizeof(float))) { _mm_storeu_ps(y, vacc_lo); vacc_lo = _mm256_extractf128_ps(vacc, 1); y += 4; } if (n & (2 * sizeof(float))) { _mm_storel_pi((__m64*) y, vacc_lo); vacc_lo = _mm_movehl_ps(vacc_lo, vacc_lo); y += 2; } if (n & (1 * sizeof(float))) { _mm_store_ss(y, vacc_lo); } } }