I got an error message… dunno what you meant output-blob-names=[your/output/layer/name] but I am using the default output-blob-names=conv2d_bbox;conv2d_cov/Sigmoid.
[property]
gpu-id=0
net-scale-factor=0.0039215697906911373
#model-file=…/…/…/…/samples/models/Primary_Detector/resnet10.caffemodel
#proto-file=…/…/…/…/samples/models/Primary_Detector/resnet10.prototxt
#model-engine-file=…/…/…/…/samples/models/Primary_Detector/resnet10.caffemodel_b1_gpu0_int8.engine
onnx-file=/home/tommy/jetson-inference/python/training/detection/ssd/models/personFrontYard/ssd-mobilenet.onnx
labelfile-path=/home/tommy/jetson-inference/python/training/detection/ssd/models/personFrontYard/labels.txt
#int8-calib-file=…/…/…/…/samples/models/Primary_Detector/cal_trt.bin
force-implicit-batch-dim=1
batch-size=1
process-mode=1
model-color-format=0
network-mode=1
num-detected-classes=1
interval=0
gie-unique-id=1
output-blob-names=conv2d_bbox;conv2d_cov/Sigmoid
[class-attrs-all]
#pre-cluster-threshold=0.2
pre-cluster-threshold=0.15
eps=0.15
group-threshold=1
Using winsys: x11
0:00:00.403910415 4521 0x7f2c002560 INFO nvinfer gstnvinfer.cpp:619:gst_nvinfer_logger: NvDsInferContext[UID 1]: Info from NvDsInferContextImpl::buildModel() <nvdsinfer_context_impl.cpp:1715> [UID = 1]: Trying to create engine from model files
Input filename: /home/tommy/jetson-inference/python/training/detection/ssd/models/personFrontYard/ssd-mobilenet.onnx
ONNX IR version: 0.0.6
Opset version: 9
Producer name: pytorch
Producer version: 1.6
Domain:
Model version: 0
Doc string:
ERROR: ModelImporter.cpp:472 In function importModel:
[4] Assertion failed: !_importer_ctx.network()->hasImplicitBatchDimension() && “This version of the ONNX parser only supports TensorRT INetworkDefinitions with an explicit batch dimension. Please ensure the network was created using the EXPLICIT_BATCH NetworkDefinitionCreationFlag.”
ERROR: Failed to parse onnx file
ERROR: failed to build network since parsing model errors.
ERROR: failed to build network.
0:00:02.473530861 4521 0x7f2c002560 ERROR nvinfer gstnvinfer.cpp:613:gst_nvinfer_logger: NvDsInferContext[UID 1]: Error in NvDsInferContextImpl::buildModel() <nvdsinfer_context_impl.cpp:1735> [UID = 1]: build engine file failed
0:00:02.473602477 4521 0x7f2c002560 ERROR nvinfer gstnvinfer.cpp:613:gst_nvinfer_logger: NvDsInferContext[UID 1]: Error in NvDsInferContextImpl::generateBackendContext() <nvdsinfer_context_impl.cpp:1821> [UID = 1]: build backend context failed
0:00:02.473640109 4521 0x7f2c002560 ERROR nvinfer gstnvinfer.cpp:613:gst_nvinfer_logger: NvDsInferContext[UID 1]: Error in NvDsInferContextImpl::initialize() <nvdsinfer_context_impl.cpp:1148> [UID = 1]: generate backend failed, check config file settings
0:00:02.473702894 4521 0x7f2c002560 WARN nvinfer gstnvinfer.cpp:809:gst_nvinfer_start: error: Failed to create NvDsInferContext instance
0:00:02.473762478 4521 0x7f2c002560 WARN nvinfer gstnvinfer.cpp:809:gst_nvinfer_start: error: Config file path: dstest3_pgie_configFrontYardCustom1.txt, NvDsInfer Error: NVDSINFER_CONFIG_FAILED
Error: gst-resource-error-quark: Failed to create NvDsInferContext instance (1): /dvs/git/dirty/git-master_linux/deepstream/sdk/src/gst-plugins/gst-nvinfer/gstnvinfer.cpp(809): gst_nvinfer_start (): /GstPipeline:pipeline0/GstNvInfer:primary-inference:
Config file path: dstest3_pgie_configFrontYardCustom1.txt, NvDsInfer Error: NVDSINFER_CONFIG_FAILED
Exiting app