Sorry, it worked for segnet/posenet.
There is another issue with imagenet: TensorRT 10.3 does not support legacy caffe models for Jetpack6.2
It didn’t work. It seems have other issues.
daniel@daniel-nvidia:~/Work/jetson-fpv/module/jetson-inference$
daniel@daniel-nvidia:~/Work/jetson-fpv/module/jetson-inference$
daniel@daniel-nvidia:~/Work/jetson-fpv/module/jetson-inference$
daniel@daniel-nvidia:~/Work/jetson-fpv/module/jetson-inference$
daniel@daniel-nvidia:~/Work/jetson-fpv/module/jetson-inference$
daniel@daniel-nvidia:~/Work/jetson-fpv/module/jetson-inference$
daniel@daniel-nvidia:~/Work/jetson-fpv/module/jetson-inference$ imagenet rtp://@:5600
(gst-plugin-scanner:5550): GStreamer-WARNING **: 08:08:32.687: Failed to load plugin '/usr/lib/aarch64-linux-gnu/gstreamer-1.0/deepstream/libnvdsgst_dsanalytics.so': libyaml-cpp.so.0.7: cannot open shared object file: No such file or directory
(gst-plugin-scanner:5550): GStreamer-WARNING **: 08:08:32.688: Failed to load plugin '/usr/lib/aarch64-linux-gnu/gstreamer-1.0/deepstream/libnvdsgst_3dbridge.so': libyaml-cpp.so.0.7: cannot open shared object file: No such file or directory
(gst-plugin-scanner:5550): GStreamer-WARNING **: 08:08:32.688: Failed to load plugin '/usr/lib/aarch64-linux-gnu/gstreamer-1.0/deepstream/libnvdsgst_msgconv.so': libyaml-cpp.so.0.7: cannot open shared object file: No such file or directory
(gst-plugin-scanner:5550): GStreamer-WARNING **: 08:08:32.690: Failed to load plugin '/usr/lib/aarch64-linux-gnu/gstreamer-1.0/deepstream/libnvdsgst_multistream.so': libyaml-cpp.so.0.7: cannot open shared object file: No such file or directory
(gst-plugin-scanner:5550): GStreamer-WARNING **: 08:08:32.691: Failed to load plugin '/usr/lib/aarch64-linux-gnu/gstreamer-1.0/deepstream/libnvdsgst_3dfilter.so': libyaml-cpp.so.0.7: cannot open shared object file: No such file or directory
(gst-plugin-scanner:5550): GStreamer-WARNING **: 08:08:32.696: Failed to load plugin '/usr/lib/aarch64-linux-gnu/gstreamer-1.0/deepstream/libnvdsgst_infer.so': libyaml-cpp.so.0.7: cannot open shared object file: No such file or directory
(gst-plugin-scanner:5550): GStreamer-WARNING **: 08:08:32.701: Failed to load plugin '/usr/lib/aarch64-linux-gnu/gstreamer-1.0/deepstream/libnvdsgst_deepstream_bins.so': libyaml-cpp.so.0.7: cannot open shared object file: No such file or directory
(gst-plugin-scanner:5550): GStreamer-WARNING **: 08:08:32.704: Failed to load plugin '/usr/lib/aarch64-linux-gnu/gstreamer-1.0/deepstream/libnvdsgst_udp.so': librivermax.so.0: cannot open shared object file: No such file or directory
(gst-plugin-scanner:5550): GStreamer-WARNING **: 08:08:32.704: Failed to load plugin '/usr/lib/aarch64-linux-gnu/gstreamer-1.0/deepstream/libnvdsgst_3dmixer.so': libyaml-cpp.so.0.7: cannot open shared object file: No such file or directory
(gst-plugin-scanner:5550): GStreamer-WARNING **: 08:08:32.727: Failed to load plugin '/usr/lib/aarch64-linux-gnu/gstreamer-1.0/deepstream/libnvdsgst_inferserver.so': libtritonserver.so: cannot open shared object file: No such file or directory
(Argus) Error EndOfFile: Unexpected error in reading socket (in src/rpc/socket/client/ClientSocketManager.cpp, function recvThreadCore(), line 277)
(Argus) Error EndOfFile: Receive worker failure, notifying 1 waiting threads (in src/rpc/socket/client/ClientSocketManager.cpp, function recvThreadCore(), line 350)
(Argus) Error InvalidState: Argus client is exiting with 1 outstanding client threads (in src/rpc/socket/client/ClientSocketManager.cpp, function recvThreadCore(), line 366)
(Argus) Error EndOfFile: Receiving thread terminated with error (in src/rpc/socket/client/ClientSocketManager.cpp, function recvThreadWrapper(), line 379)
(Argus) Error EndOfFile: Client thread received an error from socket (in src/rpc/socket/client/ClientSocketManager.cpp, function send(), line 145)
(Argus) Error EndOfFile: (propagating from src/rpc/socket/client/SocketClientDispatch.cpp, function dispatch(), line 92)
[gstreamer] initialized gstreamer, version 1.20.3.0
[gstreamer] gstDecoder -- creating decoder for 0.0.0.0
[gstreamer] gstDecoder -- resource discovery not supported for RTP/WebRTC streams
[gstreamer] gstDecoder -- defaulting to H264 codec (you can change this with the --input-codec option)
[gstreamer] gstDecoder -- pipeline string:
[gstreamer] udpsrc port=5600 multicast-group=0.0.0.0 auto-multicast=true caps="application/x-rtp,media=(string)video,clock-rate=(int)90000,encoding-name=(string)H264" ! rtph264depay ! nvv4l2decoder name=decoder enable-max-performance=1 ! video/x-raw(memory:NVMM) ! nvvidconv name=vidconv ! video/x-raw ! appsink name=mysink sync=false
[video] created gstDecoder from rtp://@:5600
------------------------------------------------
gstDecoder video options:
------------------------------------------------
-- URI: rtp://@:5600
- protocol: rtp
- location: 0.0.0.0
- port: 5600
-- deviceType: ip
-- ioType: input
-- codec: H264
-- codecType: v4l2
-- frameRate: 0
-- numBuffers: 4
-- zeroCopy: true
-- flipMethod: none
-- loop: 0
-- latency 10
------------------------------------------------
[OpenGL] glDisplay -- X screen 0 resolution: 1920x1080
[OpenGL] glDisplay -- X window resolution: 1920x1080
[OpenGL] glDisplay -- display device initialized (1920x1080)
[video] created glDisplay from display://0
------------------------------------------------
glDisplay video options:
------------------------------------------------
-- URI: display://0
- protocol: display
- location: 0
-- deviceType: display
-- ioType: output
-- width: 1920
-- height: 1080
-- frameRate: 0
-- numBuffers: 4
-- zeroCopy: true
------------------------------------------------
imageNet -- loading classification network model from:
-- prototxt networks/Googlenet/googlenet.prototxt
-- model networks/Googlenet/bvlc_googlenet.caffemodel
-- class_labels networks/ilsvrc12_synset_words.txt
-- input_blob 'data'
-- output_blob 'prob'
-- batch_size 1
[TRT] TensorRT version 10.3.0
[TRT] loading NVIDIA plugins...
[TRT] Registered plugin creator - ::BatchedNMSDynamic_TRT version 1
[TRT] Registered plugin creator - ::BatchedNMS_TRT version 1
[TRT] Registered plugin creator - ::BatchTilePlugin_TRT version 1
[TRT] Registered plugin creator - ::Clip_TRT version 1
[TRT] Registered plugin creator - ::CoordConvAC version 1
[TRT] Registered plugin creator - ::CropAndResizeDynamic version 1
[TRT] Registered plugin creator - ::CropAndResize version 1
[TRT] Registered plugin creator - ::DecodeBbox3DPlugin version 1
[TRT] Registered plugin creator - ::DetectionLayer_TRT version 1
[TRT] Registered plugin creator - ::EfficientNMS_Explicit_TF_TRT version 1
[TRT] Registered plugin creator - ::EfficientNMS_Implicit_TF_TRT version 1
[TRT] Registered plugin creator - ::EfficientNMS_ONNX_TRT version 1
[TRT] Registered plugin creator - ::EfficientNMS_TRT version 1
[TRT] Could not register plugin creator - ::FlattenConcat_TRT version 1
[TRT] Registered plugin creator - ::GenerateDetection_TRT version 1
[TRT] Registered plugin creator - ::GridAnchor_TRT version 1
[TRT] Registered plugin creator - ::GridAnchorRect_TRT version 1
[TRT] Registered plugin creator - ::InstanceNormalization_TRT version 1
[TRT] Registered plugin creator - ::InstanceNormalization_TRT version 2
[TRT] Registered plugin creator - ::InstanceNormalization_TRT version 3
[TRT] Registered plugin creator - ::LReLU_TRT version 1
[TRT] Registered plugin creator - ::ModulatedDeformConv2d version 1
[TRT] Registered plugin creator - ::MultilevelCropAndResize_TRT version 1
[TRT] Registered plugin creator - ::MultilevelProposeROI_TRT version 1
[TRT] Registered plugin creator - ::MultiscaleDeformableAttnPlugin_TRT version 1
[TRT] Registered plugin creator - ::NMSDynamic_TRT version 1
[TRT] Registered plugin creator - ::NMS_TRT version 1
[TRT] Registered plugin creator - ::Normalize_TRT version 1
[TRT] Registered plugin creator - ::PillarScatterPlugin version 1
[TRT] Registered plugin creator - ::PriorBox_TRT version 1
[TRT] Registered plugin creator - ::ProposalDynamic version 1
[TRT] Registered plugin creator - ::ProposalLayer_TRT version 1
[TRT] Registered plugin creator - ::Proposal version 1
[TRT] Registered plugin creator - ::PyramidROIAlign_TRT version 1
[TRT] Registered plugin creator - ::Region_TRT version 1
[TRT] Registered plugin creator - ::Reorg_TRT version 2
[TRT] Registered plugin creator - ::Reorg_TRT version 1
[TRT] Registered plugin creator - ::ResizeNearest_TRT version 1
[TRT] Registered plugin creator - ::ROIAlign_TRT version 1
[TRT] Registered plugin creator - ::ROIAlign_TRT version 2
[TRT] Registered plugin creator - ::RPROI_TRT version 1
[TRT] Registered plugin creator - ::ScatterElements version 2
[TRT] Registered plugin creator - ::ScatterElements version 1
[TRT] Registered plugin creator - ::ScatterND version 1
[TRT] Registered plugin creator - ::SpecialSlice_TRT version 1
[TRT] Registered plugin creator - ::Split version 1
[TRT] Registered plugin creator - ::VoxelGeneratorPlugin version 1
[TRT] completed loading NVIDIA plugins.
[TRT] detected model format - caffe (extension '.caffemodel')
[TRT] desired precision specified for GPU: FASTEST
[TRT] requested fasted precision for device GPU without providing valid calibrator, disabling INT8
[TRT] [MemUsageChange] Init CUDA: CPU +2, GPU +0, now: CPU 44, GPU 2689 (MiB)
[TRT] Trying to load shared library libnvinfer_builder_resource.so.10.3.0
[TRT] Loaded shared library libnvinfer_builder_resource.so.10.3.0
d[TRT] [MemUsageChange] Init builder kernel library: CPU +927, GPU +763, now: CPU 1014, GPU 3496 (MiB)
[TRT] CUDA lazy loading is enabled.
[TRT] native precisions detected for GPU: FP32, FP16, INT8
[TRT] selecting fastest native precision for GPU: FP16
[TRT] could not find engine cache /usr/local/bin/networks/Googlenet/bvlc_googlenet.caffemodel.1.1.100300.GPU.FP16.engine
[TRT] cache file invalid, profiling network model on device GPU
[TRT] [MemUsageChange] Init CUDA: CPU +0, GPU +0, now: CPU 88, GPU 3496 (MiB)
[TRT] Trying to load shared library libnvinfer_builder_resource.so.10.3.0
[TRT] Loaded shared library libnvinfer_builder_resource.so.10.3.0
[TRT] [MemUsageChange] Init builder kernel library: CPU +926, GPU +141, now: CPU 1014, GPU 3637 (MiB)
[TRT] CUDA lazy loading is enabled.
[TRT] device GPU, loading /usr/local/bin/networks/Googlenet/googlenet.prototxt /usr/local/bin/networks/Googlenet/bvlc_googlenet.caffemodel
[TRT] TensorRT 10.3 does not support legacy caffe models
[TRT] device GPU, failed to load networks/Googlenet/bvlc_googlenet.caffemodel
[TRT] failed to load networks/Googlenet/bvlc_googlenet.caffemodel
[TRT] imageNet -- failed to initialize.
imagenet: failed to initialize imageNet
daniel@daniel-nvidia:~/Work/jetson-fpv/module/jetson-inference$
model file is where it should be:
daniel@daniel-nvidia:~/Work/jetson-fpv$ ls /usr/local/bin/networks/Googlenet/googlenet.prototxt
/usr/local/bin/networks/Googlenet/googlenet.prototxt
daniel@daniel-nvidia:~/Work/jetson-fpv$ ls /usr/local/bin/networks/Googlenet/bvlc_googlenet.caffemodel
/usr/local/bin/networks/Googlenet/bvlc_googlenet.caffemodel