/* * Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved. * * 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. */ #include "cuda_fp16.h" #include "plugin.h" #include using namespace nvinfer1; using namespace nvinfer1::plugin; size_t detectionForwardBBoxDataSize(int N, int C1, DataType DT_BBOX) { if (DT_BBOX == DataType::kFLOAT) { return N * C1 * sizeof(float); } if (DT_BBOX == DataType::kHALF) { return N * C1 * sizeof(__half); } printf("Only FP32/FP16 type bounding boxes are supported.\n"); return (size_t) -1; } size_t detectionForwardBBoxPermuteSize(bool shareLocation, int N, int C1, DataType DT_BBOX) { if (DT_BBOX == DataType::kFLOAT) { return shareLocation ? 0 : N * C1 * sizeof(float); } if (DT_BBOX == DataType::kHALF) { return shareLocation ? 0 : N * C1 * sizeof(__half); } printf("Only FP32/FP16 type bounding boxes are supported.\n"); return (size_t) -1; } size_t detectionForwardPreNMSSize(int N, int C2) { ASSERT(sizeof(float) == sizeof(int)); return N * C2 * sizeof(float); } size_t detectionForwardPostNMSSize(int N, int numClasses, int topK) { ASSERT(sizeof(float) == sizeof(int)); return N * numClasses * topK * sizeof(float); }