// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2017 THL A29 Limited, a Tencent company. All rights reserved. // // Licensed under the BSD 3-Clause License (the "License"); you may not use this file except // in compliance with the License. You may obtain a copy of the License at // // https://opensource.org/licenses/BSD-3-Clause // // Unless required by applicable law or agreed to in writing, software distributed // under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR // CONDITIONS OF ANY KIND, either express or implied. See the License for the // specific language governing permissions and limitations under the License. #include "clip_x86.h" #if __SSE2__ #include #if __AVX__ #include #endif // __AVX__ #endif // __SSE2__ namespace ncnn { Clip_x86::Clip_x86() { #if __SSE2__ support_packing = true; #endif // __SSE2__ } int Clip_x86::forward_inplace(Mat& bottom_top_blob, const Option& opt) const { int w = bottom_top_blob.w; int h = bottom_top_blob.h; int d = bottom_top_blob.d; int channels = bottom_top_blob.c; int elempack = bottom_top_blob.elempack; int size = w * h * d * elempack; #pragma omp parallel for num_threads(opt.num_threads) for (int q = 0; q < channels; q++) { float* ptr = bottom_top_blob.channel(q); int i = 0; #if __SSE2__ #if __AVX__ #if __AVX512F__ __m512 _min_avx512 = _mm512_set1_ps(min); __m512 _max_avx512 = _mm512_set1_ps(max); for (; i + 15 < size; i += 16) { __m512 _p = _mm512_loadu_ps(ptr); _p = _mm512_max_ps(_p, _min_avx512); _p = _mm512_min_ps(_p, _max_avx512); _mm512_storeu_ps(ptr, _p); ptr += 16; } #endif // __AVX512F__ __m256 _min_avx = _mm256_set1_ps(min); __m256 _max_avx = _mm256_set1_ps(max); for (; i + 7 < size; i += 8) { __m256 _p = _mm256_loadu_ps(ptr); _p = _mm256_max_ps(_p, _min_avx); _p = _mm256_min_ps(_p, _max_avx); _mm256_storeu_ps(ptr, _p); ptr += 8; } #endif // __AVX__ __m128 _min = _mm_set1_ps(min); __m128 _max = _mm_set1_ps(max); for (; i + 3 < size; i += 4) { __m128 _p = _mm_load_ps(ptr); _p = _mm_max_ps(_p, _min); _p = _mm_min_ps(_p, _max); _mm_store_ps(ptr, _p); ptr += 4; } #endif // __SSE2__ for (; i < size; i++) { if (*ptr < min) *ptr = min; if (*ptr > max) *ptr = max; ptr++; } } return 0; } } //namespace ncnn