// 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 $assert SSE in [1, 2, 4] $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" $SSE_HEADER = {1: "xmmintrin.h", 2: "emmintrin.h", 4: "smmintrin.h"}[SSE] #include #include <${SSE_HEADER}> #include #include $ISA = {1: "sse", 2: "sse2", 4: "sse41"}[SSE] void xnn_f32_vlrelu_ukernel__${ISA}_x${BATCH_TILE}( size_t n, const float* x, float* y, const union xnn_f32_lrelu_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN { assert(n != 0); assert(n % sizeof(float) == 0); const __m128 vslope = _mm_load_ps(params->sse.slope); $if SSE == 1: const __m128 vzero = _mm_setzero_ps(); for (; n >= ${BATCH_TILE} * sizeof(float); n -= ${BATCH_TILE} * sizeof(float)) { $if SSE == 1: __m128 vx${ABC[0:4]} = _mm_loadu_ps(x); $for N in range(4, BATCH_TILE, 4): __m128 vx${ABC[N:N+4]} = _mm_loadu_ps(x + ${N}); $else: const __m128 vx${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): $if SSE == 1: __m128 vacc${ABC[N:N+4]} = _mm_max_ps(_mm_setzero_ps(), vx${ABC[N:N+4]}); vx${ABC[N:N+4]} = _mm_min_ps(vx${ABC[N:N+4]}, vzero); $else: __m128 vacc${ABC[N:N+4]} = _mm_mul_ps(vx${ABC[N:N+4]}, vslope); $if SSE == 2: const __m128 vmask${ABC[N:N+4]} = _mm_castsi128_ps(_mm_cmpgt_epi32(_mm_setzero_si128(), _mm_castps_si128(vx${ABC[N:N+4]}))); $for N in range(0, BATCH_TILE, 4): $if SSE == 1: vacc${ABC[N:N+4]} = _mm_add_ps(vacc${ABC[N:N+4]}, _mm_mul_ps(vx${ABC[N:N+4]}, vslope)); $elif SSE == 2: vacc${ABC[N:N+4]} = _mm_or_ps(_mm_and_ps(vacc${ABC[N:N+4]}, vmask${ABC[N:N+4]}), _mm_andnot_ps(vmask${ABC[N:N+4]}, vx${ABC[N:N+4]})); $elif SSE == 4: vacc${ABC[N:N+4]} = _mm_blendv_ps(vx${ABC[N:N+4]}, vacc${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)) { $if SSE == 1: __m128 vx = _mm_loadu_ps(x); $else: const __m128 vx = _mm_loadu_ps(x); x += 4; $if SSE == 1: __m128 vacc = _mm_max_ps(_mm_setzero_ps(), vx); vx = _mm_min_ps(vx, vzero); vacc = _mm_add_ps(vacc, _mm_mul_ps(vx, vslope)); $else: __m128 vacc = _mm_mul_ps(vx, vslope); $if SSE == 2: const __m128 vmask = _mm_castsi128_ps(_mm_cmpgt_epi32(_mm_setzero_si128(), _mm_castps_si128(vx))); vacc = _mm_or_ps(_mm_and_ps(vacc, vmask), _mm_andnot_ps(vmask, vx)); $elif SSE == 4: vacc = _mm_blendv_ps(vx, vacc, vx); _mm_storeu_ps(y, vacc); y += 4; } if XNN_UNLIKELY(n != 0) { $if SSE == 1: __m128 vx = _mm_loadu_ps(x); __m128 vacc = _mm_max_ps(_mm_setzero_ps(), vx); vx = _mm_min_ps(vx, vzero); vacc = _mm_add_ps(vacc, _mm_mul_ps(vx, vslope)); $else: const __m128 vx = _mm_loadu_ps(x); __m128 vacc = _mm_mul_ps(vx, vslope); $if SSE == 2: const __m128 vmask = _mm_castsi128_ps(_mm_cmpgt_epi32(_mm_setzero_si128(), _mm_castps_si128(vx))); vacc = _mm_or_ps(_mm_and_ps(vacc, vmask), _mm_andnot_ps(vmask, vx)); $elif SSE == 4: vacc = _mm_blendv_ps(vx, vacc, vx); if (n & (2 * sizeof(float))) { _mm_storel_pi((__m64*) y, vacc); vacc = _mm_movehl_ps(vacc, vacc); y += 2; } if (n & (1 * sizeof(float))) { _mm_store_ss(y, vacc); } } }