Failed to parse ONNX model by TensorRT.

环境

【FastDeploy版本】： FastDeploy-release-1.0.7
【编译命令】 cd FastDeploy-release-1.0.7 mkdir build && cd build cmake .. -DBUILD_ON_JETSON=ON \ DENABLE_VISION=ON \ DENABLE_PADDLE_BACKEND=ON \ DPADDLEINFERENCE_DIRECTORY=/home/racobit/Downloads/paddle_inference_install_dir \ DCMAKE_INSTALL_PREFIX=${PWD}/installed_fastdeploy make install
【系统平台】: NX Linux aarch64(Ubuntu 18.04)
【硬件】： jetpack4.6.3, CUDA 10.2.300, CUDNN 8.2.1.32, tensorrt 8.2, opencv4.5.3(cuda yes), python 3.6.9
【编译语言】： C++

问题日志及出现问题的操作流程

附上详细的问题日志有助于快速定位分析
【模型开启GPU-TRT后端跑不通】
- 执行FastDeploy-release-1.0.7/examples/vision/detection/paddledetection/cpp/下的yolov5部署示例，采用官方模型与代码, (./examples/vision/detection/paddledetection/cpp/infer_yolov5.cc), 其他后端均可以正确执行, 只有gpu-trt后端报错,
- 命令如下 cd /Downloads/FastDeploy-release-1.0.7/examples/vision/detection/paddledetection/cpp/ mkdir build && cd build cmake .. -DFASTDEPLOY_INSTALL_DIR=/home/racobit/Downloads/FastDeploy-release-1.0.7/build/installed_fastdeploy make -j6 wget https://gitee.com/paddlepaddle/PaddleDetection/raw/release/2.4/demo/000000014439.jpg wget https://bj.bcebos.com/paddlehub/fastdeploy/yolov5_s_300e_coco.tgz tar xvf yolov5_s_300e_coco.tgz ./infer_yolov5_demo ./yolov5_s_300e_coco 000000014439.jpg 2
- 报错内容如下 ddledetection/cpp/build$ ./infer_yolov5_demo ./yolov5_s_300e_coco 000000014439.jpg 2 [INFO] fastdeploy/vision/common/processors/transform.cc(45)::FuseNormalizeCast Normalize and Cast are fused to Normalize in preprocessing pipeline. [INFO] fastdeploy/vision/common/processors/transform.cc(93)::FuseNormalizeHWC2CHW Normalize and HWC2CHW are fused to NormalizeAndPermute in preprocessing pipeline. [INFO] fastdeploy/vision/common/processors/transform.cc(159)::FuseNormalizeColorConvert BGR2RGB and NormalizeAndPermute are fused to NormalizeAndPermute with swap_rb=1 [ERROR] fastdeploy/runtime/backends/tensorrt/trt_backend.cc(696)::CreateTrtEngineFromOnnx Failed to parse ONNX model by TensorRT. [ERROR] fastdeploy/runtime/backends/tensorrt/trt_backend.cc(298)::InitFromOnnx Failed to create tensorrt engine. [ERROR] fastdeploy/runtime/runtime.cc(307)::CreateTrtBackend Failed to initialize TensorRT backend. Aborted (core dumped)
- 【其他位置的模型开启GPU-TRT后端,也报相同的错误】位置/home/racobit/Downloads/FastDeploy-release-1.0.7/examples/vision/detection/yolov5/cpp/infer_paddle_model.cc

PaddlePaddle / FastDeploy

Failed to parse ONNX model by TensorRT. #2187

环境

问题日志及出现问题的操作流程