i test on my h264 1280x720 movie and after up and running have this messages:
→ Deserialize engine failed…resnet10.caffemodel_b1_gpu0_int8.engine open error
→ WARNING: INT8 not supported by platform. Trying FP16 mode.
→ ERROR: [TRT]: Network has dynamic or shape inputs, but no optimization profile has been defined.
and many others
/usr/bin/python3.6 /opt/nvidia/deepstream/deepstream/sources/python/apps/deepstream-test1/deepstream_test_1.py /home/netmachine/Downloads/webcam_output_8_1280x720_5fps.h264
Creating Pipeline
Creating Source
Creating H264Parser
Creating Decoder
Creating EGLSink
Playing file /home/netmachine/Downloads/webcam_output_8_1280x720_5fps.h264
Adding elements to Pipeline
Linking elements in the Pipeline
Starting pipeline
Using winsys: x11
Warn: 'threshold' parameter has been deprecated. Use 'pre-cluster-threshold' instead.
Opening in BLOCKING MODE
ERROR: Deserialize engine failed because file path: /opt/nvidia/deepstream/deepstream-5.0/sources/python/apps/deepstream-test1/../../../../samples/models/Primary_Detector/resnet10.caffemodel_b1_gpu0_int8.engine open error
0:00:02.045484569 13556 0x1ea73ec0 WARN nvinfer gstnvinfer.cpp:599:gst_nvinfer_logger:<primary-inference> NvDsInferContext[UID 1]: Warning from NvDsInferContextImpl::deserializeEngineAndBackend() <nvdsinfer_context_impl.cpp:1566> [UID = 1]: deserialize engine from file :/opt/nvidia/deepstream/deepstream-5.0/sources/python/apps/deepstream-test1/../../../../samples/models/Primary_Detector/resnet10.caffemodel_b1_gpu0_int8.engine failed
0:00:02.045550768 13556 0x1ea73ec0 WARN nvinfer gstnvinfer.cpp:599:gst_nvinfer_logger:<primary-inference> NvDsInferContext[UID 1]: Warning from NvDsInferContextImpl::generateBackendContext() <nvdsinfer_context_impl.cpp:1673> [UID = 1]: deserialize backend context from engine from file :/opt/nvidia/deepstream/deepstream-5.0/sources/python/apps/deepstream-test1/../../../../samples/models/Primary_Detector/resnet10.caffemodel_b1_gpu0_int8.engine failed, try rebuild
0:00:02.045570613 13556 0x1ea73ec0 INFO nvinfer gstnvinfer.cpp:602:gst_nvinfer_logger:<primary-inference> NvDsInferContext[UID 1]: Info from NvDsInferContextImpl::buildModel() <nvdsinfer_context_impl.cpp:1591> [UID = 1]: Trying to create engine from model files
Warning, setting batch size to 1. Update the dimension after parsing due to using explicit batch size.
WARNING: INT8 not supported by platform. Trying FP16 mode.
ERROR: [TRT]: Network has dynamic or shape inputs, but no optimization profile has been defined.
ERROR: [TRT]: Network validation failed.
ERROR: Build engine failed from config file
ERROR: failed to build trt engine.
0:00:02.077246296 13556 0x1ea73ec0 ERROR nvinfer gstnvinfer.cpp:596:gst_nvinfer_logger:<primary-inference> NvDsInferContext[UID 1]: Error in NvDsInferContextImpl::buildModel() <nvdsinfer_context_impl.cpp:1611> [UID = 1]: build engine file failed
0:00:02.077678495 13556 0x1ea73ec0 ERROR nvinfer gstnvinfer.cpp:596:gst_nvinfer_logger:<primary-inference> NvDsInferContext[UID 1]: Error in NvDsInferContextImpl::generateBackendContext() <nvdsinfer_context_impl.cpp:1697> [UID = 1]: build backend context failed
0:00:02.077702715 13556 0x1ea73ec0 ERROR nvinfer gstnvinfer.cpp:596:gst_nvinfer_logger:<primary-inference> NvDsInferContext[UID 1]: Error in NvDsInferContextImpl::initialize() <nvdsinfer_context_impl.cpp:1024> [UID = 1]: generate backend failed, check config file settings
0:00:02.077738601 13556 0x1ea73ec0 WARN nvinfer gstnvinfer.cpp:781:gst_nvinfer_start:<primary-inference> error: Failed to create NvDsInferContext instance
0:00:02.078141007 13556 0x1ea73ec0 WARN nvinfer gstnvinfer.cpp:781:gst_nvinfer_start:<primary-inference> error: Config file path: /opt/nvidia/deepstream/deepstream/sources/python/apps/deepstream-test1/dstest1_pgie_config.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(781): gst_nvinfer_start (): /GstPipeline:pipeline0/GstNvInfer:primary-inference:
Config file path: /opt/nvidia/deepstream/deepstream/sources/python/apps/deepstream-test1/dstest1_pgie_config.txt, NvDsInfer Error: NVDSINFER_CONFIG_FAILED
Process finished with exit code 0