/* Copyright 2019-2020 Canaan Inc. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * 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. */ #pragma once #include #include #include #include #ifdef __GNUC__ #define CXX_RESTRICT __restrict__ #elif _MSC_VER #define CXX_RESTRICT __restrict #else #define CXX_RESTRICT fvck #endif namespace nncase { namespace kernels { inline size_t offset(const runtime_shape_t &shape, const runtime_shape_t &index) { return (((size_t)index[0] * shape[1] + index[1]) * shape[2] + index[2]) * shape[3] + index[3]; } namespace details { inline int32_t get_windowed_output_size(int32_t size, int32_t filter, int32_t stride, int32_t dilation, const padding &padding) { auto effective_filter_size = (filter - 1) * dilation + 1; return (size + padding.before + padding.after - effective_filter_size + stride) / stride; } inline size_t compute_size(const runtime_shape_t &shape) { return size_t(shape[0]) * shape[1] * shape[2] * shape[3]; } template inline T apply_activation(T value, value_range activation) { return std::clamp(value, activation.min, activation.max); } inline runtime_shape_t get_reduced_offset(const runtime_shape_t &in_offset, const runtime_shape_t &reduced_shape) { runtime_shape_t off; for (size_t i = 0; i < in_offset.size(); i++) { if (in_offset[i] >= reduced_shape[i]) off[i] = 0; else off[i] = in_offset[i]; } return off; } template struct default_ptr_getter { T *operator()(const TRange &range) const noexcept { return range; } }; template int32_t to_signed(uint32_t value) { auto mask = uint32_t(1) << (Bits - 1); if (Bits != 32 && (value & mask) != 0) { auto sign = 0xFFFFFFFF << Bits; return (int)(value | sign); } return (int32_t)value; } template int64_t to_signed(uint64_t value) { auto mask = uint64_t(1) << (Bits - 1); if ((value & mask) != 0) { auto sign = 0xFFFFFFFFFFFFFFFF << Bits; return (int64_t)(value | sign); } return (int64_t)value; } } } }