/* * SPDX-FileCopyrightText: Copyright (c) 1993-2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved. * SPDX-License-Identifier: Apache-2.0 * * 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 "common/kernels/kernel.h" namespace nvinfer1 { namespace plugin { template pluginStatus_t extractFgScores_gpu(cudaStream_t stream, int N, int A, int H, int W, const void* scores, void* fgScores) { // Copy all the objectness scores for one batch size_t size = A * H * W * sizeof(T); for (int n = 0; n < N; n++) { // Find out the starting pointer of the objectness scores in the input size_t offset_ld = (n * 2 + 1) * A * H * W; // Find out the starting pointer of the objectness scores in the output size_t offset_st = n * A * H * W; CSC(cudaMemcpyAsync(((T*) fgScores) + offset_st, ((T*) scores) + offset_ld, size, cudaMemcpyDeviceToDevice, stream), STATUS_FAILURE); } return STATUS_SUCCESS; } template pluginStatus_t extractFgScores_cpu(int N, int A, int H, int W, const void* scores, void* fgScores) { size_t size = A * H * W * sizeof(T); for (int n = 0; n < N; n++) { size_t offset_ld = (n * 2 + 1) * A * H * W; size_t offset_st = n * A * H * W; memcpy(((T*) fgScores) + offset_st, ((T*) scores) + offset_ld, size); } return STATUS_SUCCESS; } pluginStatus_t extractFgScores(cudaStream_t stream, const int N, const int A, const int H, const int W, const DataType t_scores, const DLayout_t l_scores, const void* scores, const DataType t_fgScores, const DLayout_t l_fgScores, void* fgScores) { if (l_fgScores != NCHW || l_scores != NCHW) return STATUS_BAD_PARAM; if (t_fgScores != DataType::kFLOAT) return STATUS_BAD_PARAM; if (t_scores != DataType::kFLOAT) return STATUS_BAD_PARAM; return extractFgScores_gpu(stream, N, A, H, W, scores, fgScores); } } // namespace plugin } // namespace nvinfer1