Setup Information:
• Hardware Platform: GPU
• DeepStream Version: 5.0
• TensorRT Version: 7
• NVIDIA GPU Driver Version: 440
Hello
I was trying to run my model on Deepstrem snd got this error:
*** DeepStream: Launched RTSP Streaming at rtsp://localhost:8554/ds-test ***
ERROR: ../nvdsinfer/nvdsinfer_model_builder.cpp:1408 Deserialize engine failed because file path: /home/nujood/Desktop/Deep-Stream-ONNX-edit/config/../model.onnx_b1_fp16.engine open error
0:00:00.280190455 13197 0x564ecd5e9350 WARN nvinfer gstnvinfer.cpp:599:gst_nvinfer_logger:<primary_gie> NvDsInferContext[UID 1]: Warning from NvDsInferContextImpl::deserializeEngineAndBackend() <nvdsinfer_context_impl.cpp:1566> [UID = 1]: deserialize engine from file :/home/nujood/Desktop/Deep-Stream-ONNX-edit/config/../model.onnx_b1_fp16.engine failed
0:00:00.280214476 13197 0x564ecd5e9350 WARN nvinfer gstnvinfer.cpp:599:gst_nvinfer_logger:<primary_gie> NvDsInferContext[UID 1]: Warning from NvDsInferContextImpl::generateBackendContext() <nvdsinfer_context_impl.cpp:1673> [UID = 1]: deserialize backend context from engine from file :/home/nujood/Desktop/Deep-Stream-ONNX-edit/config/../model.onnx_b1_fp16.engine failed, try rebuild
0:00:00.280222280 13197 0x564ecd5e9350 INFO nvinfer gstnvinfer.cpp:602:gst_nvinfer_logger:<primary_gie> NvDsInferContext[UID 1]: Info from NvDsInferContextImpl::buildModel() <nvdsinfer_context_impl.cpp:1591> [UID = 1]: Trying to create engine from model files
----------------------------------------------------------------
Input filename: /home/nujood/Desktop/Deep-Stream-ONNX-edit/model.onnx
ONNX IR version: 0.0.7
Opset version: 12
Producer name: keras2onnx
Producer version: 1.7.0
Domain: onnxmltools
Model version: 0
Doc string:
----------------------------------------------------------------
ERROR: ../nvdsinfer/nvdsinfer_func_utils.cpp:31 [TRT]: Parameter check failed at: optimizationProfile.cpp::setDimensions::119, condition: std::all_of(dims.d, dims.d + dims.nbDims, [](int x) { return x > 0; })
ERROR: ../nvdsinfer/nvdsinfer_func_utils.cpp:31 [TRT]: Parameter check failed at: optimizationProfile.cpp::setDimensions::119, condition: std::all_of(dims.d, dims.d + dims.nbDims, [](int x) { return x > 0; })
ERROR: ../nvdsinfer/nvdsinfer_func_utils.cpp:31 [TRT]: Parameter check failed at: optimizationProfile.cpp::setDimensions::119, condition: std::all_of(dims.d, dims.d + dims.nbDims, [](int x) { return x > 0; })
ERROR: ../nvdsinfer/nvdsinfer_model_builder.cpp:1351 Explicit config dims is invalid
ERROR: ../nvdsinfer/nvdsinfer_model_builder.cpp:1087 Failed to configure builder options
ERROR: ../nvdsinfer/nvdsinfer_model_builder.cpp:884 failed to build trt engine.
0:00:00.367899877 13197 0x564ecd5e9350 ERROR nvinfer gstnvinfer.cpp:596:gst_nvinfer_logger:<primary_gie> NvDsInferContext[UID 1]: Error in NvDsInferContextImpl::buildModel() <nvdsinfer_context_impl.cpp:1611> [UID = 1]: build engine file failed
0:00:00.369274857 13197 0x564ecd5e9350 ERROR nvinfer gstnvinfer.cpp:596:gst_nvinfer_logger:<primary_gie> NvDsInferContext[UID 1]: Error in NvDsInferContextImpl::generateBackendContext() <nvdsinfer_context_impl.cpp:1697> [UID = 1]: build backend context failed
0:00:00.369283422 13197 0x564ecd5e9350 ERROR nvinfer gstnvinfer.cpp:596:gst_nvinfer_logger:<primary_gie> NvDsInferContext[UID 1]: Error in NvDsInferContextImpl::initialize() <nvdsinfer_context_impl.cpp:1024> [UID = 1]: generate backend failed, check config file settings
0:00:00.369458498 13197 0x564ecd5e9350 WARN nvinfer gstnvinfer.cpp:781:gst_nvinfer_start:<primary_gie> error: Failed to create NvDsInferContext instance
0:00:00.369463811 13197 0x564ecd5e9350 WARN nvinfer gstnvinfer.cpp:781:gst_nvinfer_start:<primary_gie> error: Config file path: /home/nujood/Desktop/Deep-Stream-ONNX-edit/config/config_infer_custom_yolo.txt, NvDsInfer Error: NVDSINFER_CONFIG_FAILED
** ERROR: <main:651>: Failed to set pipeline to PAUSED
Quitting
ERROR from primary_gie: Failed to create NvDsInferContext instance
thanks in advance.