// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2019 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 "reorg_vulkan.h" namespace ncnn { DEFINE_LAYER_CREATOR(Reorg_vulkan) Reorg_vulkan::Reorg_vulkan() { support_vulkan = true; pipeline_reorg = 0; pipeline_reorg_pack4 = 0; pipeline_reorg_pack1to4 = 0; } int Reorg_vulkan::create_pipeline(const Option& opt) { std::vector specializations(1); specializations[0].i = stride; // pack1 { pipeline_reorg = new Pipeline(vkdev); pipeline_reorg->set_optimal_local_size_xyz(); pipeline_reorg->create("reorg", opt, specializations, 2, 10); } // pack4 { pipeline_reorg_pack4 = new Pipeline(vkdev); pipeline_reorg_pack4->set_optimal_local_size_xyz(); pipeline_reorg_pack4->create("reorg_pack4", opt, specializations, 2, 10); } // pack1to4 { pipeline_reorg_pack1to4 = new Pipeline(vkdev); pipeline_reorg_pack1to4->set_optimal_local_size_xyz(); pipeline_reorg_pack1to4->create("reorg_pack1to4", opt, specializations, 2, 10); } return 0; } int Reorg_vulkan::destroy_pipeline(const Option& opt) { delete pipeline_reorg; pipeline_reorg = 0; delete pipeline_reorg_pack4; pipeline_reorg_pack4 = 0; delete pipeline_reorg_pack1to4; pipeline_reorg_pack1to4 = 0; return 0; } int Reorg_vulkan::forward(const VkMat& bottom_blob, VkMat& top_blob, VkCompute& cmd, const Option& opt) const { int w = bottom_blob.w; int h = bottom_blob.h; int channels = bottom_blob.c; size_t elemsize = bottom_blob.elemsize; int packing = bottom_blob.packing; int outw = w / stride; int outh = h / stride; int outc = channels * packing * stride * stride; int out_packing = outc % 4 == 0 ? 4 : 1; size_t out_elemsize = elemsize / packing * out_packing; if (opt.use_fp16_packed && !opt.use_fp16_storage) { if (out_packing == 4) out_elemsize = 4*2u; if (out_packing == 1) out_elemsize = 4u; } top_blob.create(outw, outh, outc / out_packing, out_elemsize, out_packing, opt.blob_vkallocator, opt.staging_vkallocator); if (top_blob.empty()) return -100; std::vector bindings(2); bindings[0] = bottom_blob; bindings[1] = top_blob; std::vector constants(10); constants[0].i = bottom_blob.dims; constants[1].i = bottom_blob.w; constants[2].i = bottom_blob.h; constants[3].i = bottom_blob.c; constants[4].i = bottom_blob.cstep; constants[5].i = top_blob.dims; constants[6].i = top_blob.w; constants[7].i = top_blob.h; constants[8].i = top_blob.c; constants[9].i = top_blob.cstep; const Pipeline* pipeline = 0; if (packing == 1 && out_packing == 1) { pipeline = pipeline_reorg; } else if (packing == 4) // assert out_packing == 4 { pipeline = pipeline_reorg_pack4; } else if (packing == 1 && out_packing == 4) { pipeline = pipeline_reorg_pack1to4; } cmd.record_pipeline(pipeline, bindings, constants, top_blob); return 0; } } // namespace ncnn