Please provide complete information as applicable to your setup.
• Hardware Platform (Jetson / GPU) :- dGPU
• DeepStream Version:- 7.0
**
How to properly add SGIE in deepstream app ?**
{
"device-configs": {
"application": {
"enable-perf-measurement": 1,
"perf-measurement-interval-sec": 2
},
"tiled-display": {
"enable": 0,
"rows": 2,
"columns": 2,
"width": 1920,
"height": 1080,
"gpu-id": 0,
"nvbuf-memory-type": 0
},
"source": {
"csv-file-path": "sources.csv"
},
"sink0": {
"enable": 1,
"type": 1,
"sync": 0,
"source-id": 0,
"gpu-id": 0,
"nvbuf-memory-type": 0
},
"sink1": {
"enable": 0,
"type": 3,
"container": 1,
"codec": 1,
"enc-type": 0,
"sync": 0,
"bitrate": 2000000,
"profile": 0,
"output-file": "out.mp4",
"source-id": 0
},
"sink2": {
"enable": 0,
"type": "None",
"codec": 1,
"enc-type": 0,
"sync": 0,
"bitrate": 4000000,
"profile": 0,
"rtsp-port": 8554,
"udp-port": 5400
},
"osd": {
"enable": 1,
"gpu-id": 0,
"border-width": 1,
"text-size": 15,
"text-color": "1;1;1;1",
"text-bg-color": "0.3;0.3;0.3;1",
"font": "Serif",
"show-clock": 0,
"clock-x-offset": 800,
"clock-y-offset": 820,
"clock-text-size": 12,
"clock-color": "1;0;0;0",
"nvbuf-memory-type": 0
},
"streammux": {
"gpu-id": 0,
"live-source": 1,
"buffer-pool-size": 4,
"batch-size": 1,
"batched-push-timeout": 40000,
"width": 1920,
"height": 1080,
"enable-padding": 0,
"nvbuf-memory-type": 0
},
"primary-gie1": {
"enable": 1,
"gpu-id": 0,
"batch-size": 2,
"model-engine-file": "dummy-name.engine",
"bbox-border-color0": "1;0;0;1",
"bbox-border-color1": "0;1;1;1",
"bbox-border-color2": "0;0;1;1",
"bbox-border-color3": "0;1;0;1",
"interval": 0,
"gie-unique-id": 1,
"nvbuf-memory-type": 0,
"config-file": "/app/models/model1/config.yml"
},
"secondary-gie1": {
"enable": 1,
"gpu-id": 0,
"batch-size": 2,
"model-engine-file": "dummy-name.engine",
"bbox-border-color0": "1;0;0;1",
"bbox-border-color1": "0;1;1;1",
"bbox-border-color2": "0;0;1;1",
"bbox-border-color3": "0;1;0;1",
"interval": 0,
"gie-unique-id": 2,
"nvbuf-memory-type": 0,
"config-file": "/app/models/model2/config.yml"
},
"secondary-gie2": {
"enable": 1,
"gpu-id": 0,
"batch-size": 2,
"model-engine-file": "dummy-name.engine",
"bbox-border-color0": "1;0;0;1",
"bbox-border-color1": "0;1;1;1",
"bbox-border-color2": "0;0;1;1",
"bbox-border-color3": "0;1;0;1",
"interval": 0,
"gie-unique-id": 69,
"nvbuf-memory-type": 0,
"config-file": "/app/models/model3/config.yml"
},
"tracker": {
"enable": 1,
"tracker-width": 960,
"tracker-height": 544,
"ll-lib-file": "/opt/nvidia/deepstream/deepstream/lib/libnvds_nvmultiobjecttracker.so",
"ll-config-file": "/app/configs/NvDCF_accuracy.yml",
"gpu-id": 0,
"display-tracking-id": 1
},
"tests": {
"file-loop": 0
},
"sources-csvpriority": "high"
}
}
Originally, secondary-gie1 was primary-gie2 and secondary-gie2 was primary-gie3, lets call this setting as all-primary-mode
in the config file pasted above, I have renamed primary-gie2 as secondary-gie1 and primary-gie3 as secondary-gie2 (lets call it mode-2)
In mode 1, all models are added in primary_gie_bin. What I am expecting is when I move to mode-2,
there should be primary gie bin containing one model, and secondary gie bin containing two models.
but what is happening is, primary gie contains one model as expected but the secondary gie does not contain any model. I am trying to understand why.
Below is my config file.
property:
gpu-id: 0
net-scale-factor: 0.0039215697906911373
model-color-format: 0
onnx-file:model.onnx
# int8-calib-file: calib.table
labelfile-path: labels.txt
batch-size: 2
network-mode: 0
model-engine-file: some-name.engine
num-detected-classes: 7
interval: 0
gie-unique-id: 2
process-mode: 2
operate-on-gie-id: 1
network-type: 0
cluster-mode: 2
maintain-aspect-ratio: 1
symmetric-padding: 1
# workspace-size: 2000
parse-bbox-func-name: NvDsInferParse
# parse-bbox-func-name: NvDsInferParse
custom-lib-path: shared_lib.so
engine-create-func-name: NvDsInferEngineGet
class-attrs-all:
nms-iou-threshold: 0.45
pre-cluster-threshold: 0.08
topk: 300
Please note :- Please ignore model path related things in the config file.