Please provide complete information as applicable to your setup.
**• Hardware Platform (Jetson / GPU)**GPU3080
• DeepStream Version6.3
I tried to run deepstream-pose-classification using triton version app.
But the app failed as
PGIE element could not be created. Exiting.
What could be wrong?
The config files are as follows
deepstream_pose_classification_config.yaml
source-list:
list: file:///opt/nvidia/deepstream/deepstream/samples/streams/sample_walk.mov
streammux:
width: 1280
height: 720
batched-push-timeout: 40000
tracker:
enable: 1
ll-lib-file: /opt/nvidia/deepstream/deepstream/lib/libnvds_nvmultiobjecttracker.so
ll-config-file: /opt/nvidia/deepstream/deepstream/samples/configs/deepstream-app/config_tracker_NvDCF_accuracy.yml
primary-gie:
plugin-type: 1
#config-file-path: ../nvinfer/peoplenet_tao/config_infer_primary_peoplenet.txt
config-file-path: ../triton/peoplenet_tao/config_infer_primary_peoplenet.yml
#config-file-path: ../triton-grpc/peoplenet_tao/config_infer_primary_peoplenet.yml
secondary-gie0:
plugin-type: 1
#config-file-path: ../nvinfer/bodypose3d_tao/config_infer_secondary_bodypose3dnet.txt
config-file-path: ../triton/bodypose3d_tao/config_infer_secondary_bodypose3dnet.yml
#config-file-path: ../triton-grpc/bodypose3d_tao/config_infer_secondary_bodypose3dnet.yml
secondary-preprocess1:
config-file-path: ../nvinfer/bodypose_classification_tao/config_preprocess_bodypose_classification.txt
secondary-gie1:
plugin-type: 2
#config-file-path: ../nvinfer/bodypose_classification_tao/config_infer_third_bodypose_classification.txt
config-file-path: ../triton/bodypose_classification_tao/config_infer_third_bodypose_classification.txt
#config-file-path: ../triton-grpc/bodypose_classification_tao/config_infer_third_bodypose_classification.yml
sink:
#0 fakesink
#1 filesinke generate the out.mp4 file in the current directory
#2 rtspsink publish at rtsp://localhost:8554/ds-test
#3 displaysink
sink-type: 3
config_infer_primary_peoplenet.yml
infer_config {
unique_id: 1
gpu_ids: [0]
max_batch_size: 1
backend {
inputs: [ {
name: "input_1"
}]
outputs: [
{name: "output_bbox/BiasAdd"},
{name: "output_cov/Sigmoid"}
]
triton {
model_name: "peoplenet"
version: -1
model_repo {
root: "../../../models"
strict_model_config: true
}
}
}
preprocess {
network_format: MEDIA_FORMAT_NONE
tensor_order: TENSOR_ORDER_LINEAR
tensor_name: "input_1"
maintain_aspect_ratio: 0
frame_scaling_hw: FRAME_SCALING_HW_DEFAULT
frame_scaling_filter: 1
normalize {
scale_factor: 0.0039215697906911373
channel_offsets: [0, 0, 0]
}
}
postprocess {
labelfile_path: "../../../models/peoplenet/labels.txt"
detection {
num_detected_classes: 1
per_class_params {
key: 0
value { pre_threshold: 0.4 }
}
nms {
confidence_threshold:0.2
topk:20
iou_threshold:0.5
}
}
}
extra {
copy_input_to_host_buffers: false
output_buffer_pool_size: 2
}
}
input_control {
process_mode: PROCESS_MODE_FULL_FRAME
operate_on_gie_id: -1
interval: 0
}
config_infer_secondary_bodypose3dnet.yml
infer_config {
unique_id: 1
gpu_ids: 0
max_batch_size: 8
backend {
inputs: [
{name: "input0"},
{name: "k_inv"},
{name: "t_form_inv"},
{name: "scale_normalized_mean_limb_lengths"},
{name: "mean_limb_lengths"}
]
outputs: [
{name: "pose2d"},
{name: "pose2d_org_img"},
{name: "pose25d"},
{name: "pose3d"}
]
triton {
model_name: "bodypose3dnet"
version: -1
model_repo {
root: "../../../models"
strict_model_config: true
}
}
output_mem_type: MEMORY_TYPE_DEFAULT
}
preprocess {
network_format: IMAGE_FORMAT_BGR
tensor_order: TENSOR_ORDER_LINEAR
maintain_aspect_ratio: 0
symmetric_padding: 0
frame_scaling_hw: FRAME_SCALING_HW_DEFAULT
frame_scaling_filter: 1
normalize {
scale_factor: 0.00392156
}
}
postprocess {
other {}
}
custom_lib {
path: "../../../apps/tao_others/deepstream-pose-classification/nvdsinfer_custom_impl_BodyPose3DNet/libnvdsinfer_custom_impl_BodyPose3DNet.so"
}
extra {
copy_input_to_host_buffers: false
output_buffer_pool_size: 64
}
}
input_control {
process_mode: PROCESS_MODE_CLIP_OBJECTS
operate_on_gie_id: 1
operate_on_class_ids: [0]
interval: 0
}
output_control {
output_tensor_meta: true
}
config_infer_third_bodypose_classification.yml
infer_config {
unique_id: 4
gpu_ids: 0
max_batch_size: 1
backend {
triton {
model_name: "poseclassificationnet"
version: -1
model_repo {
root: "../../../models"
strict_model_config: true
}
}
output_mem_type: MEMORY_TYPE_DEFAULT
}
input_tensor_from_meta {
is_first_dim_batch: true
}
postprocess {
classification {
custom_parse_classifier_func: "NvDsParseCustomPoseClassification"
threshold: 0.51
}
}
custom_lib {
path: "../../../apps/tao_others/deepstream-pose-classification/infer_pose_classification_parser/libnvdsinfer_pose_classfication_parser.so"
}
extra {
output_buffer_pool_size: 4
}
}
output_control {
output_tensor_meta: true
}