GPU usage is always zero #16120
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Describe the problem you are havingI'm using Frigate for some time now. I noticed in the stats page that my GPU always indicates no usage (0.0%). I'm running Frigate on a HardKernel Odroid H4 Ultra, Openmediavault 7.5.1-1 compose Version14.1 Frigate config fileui:
time_format: 24hour
strftime_fmt: '%d/%m/%Y %H:%M:%S'
mqtt:
enabled: false
detectors:
coral:
type: edgetpu
device: usb
database:
path: /media/frigate/frigate.db
#logger:
# default: info
# logs:
# frigate.record: debug
birdseye:
enabled: false
mode: continuous
ffmpeg:
hwaccel_args: preset-vaapi
input_args: preset-rtsp-restream
output_args:
record: preset-record-generic-audio-aac
record:
enabled: true
sync_recordings: false
retain:
days: 10
mode: all
events:
retain:
default: 10
go2rtc:
streams:
tuinhuiscam:
- rtsp://rtspuser:[email protected]:554/Streaming/Channels/101
tuinhuiscam_sub:
- rtsp://rtspuser:[email protected]:554/Streaming/Channels/102
deurbel:
- ffmpeg:http://192.168.1.65/flv?port=1935&app=bcs&stream=channel0_main.bcs&user=admin&password=xxxxxxxx#video=copy#audio=copy#audio=opus
deurbel_sub:
- ffmpeg:http://192.168.1.65/flv?port=1935&app=bcs&stream=channel0_ext.bcs&user=admin&password=xxxxxxxx
cameras:
tuinhuiscam: # geen output_args: geen audio
enabled: true
ffmpeg:
inputs:
- path: rtsp://localhost:8554/tuinhuiscam?video&audio
roles:
- record
- path: rtsp://localhost:8554/tuinhuiscam_sub
roles:
- detect
detect:
enabled: true
objects:
track:
- person
motion:
mask:
- 0,0.321,0.308,0.195,0.307,0,0,0
- 1,0,1,1,0.962,1,0.858,0
- 0.815,0.441,0.849,0.442,0.849,0.152,0.815,0.151
- 0,0.323,0.077,0.291,0.082,1,0,1
zones:
tuin:
coordinates: 0.961,1,0.873,0.164,0.388,0.166,0,0.324,0,1
objects: person
inertia: 3
loitering_time: 0
review:
alerts:
required_zones: tuin
deurbel: # <--- this will be changed to your actual camera later
enabled: true
ffmpeg:
inputs:
- path: rtsp://localhost:8554/deurbel
roles:
- record
- path: rtsp://localhost:8554/deurbel_sub
roles:
- detect
detect:
enabled: true
objects:
track:
- person
- bicycle
- motorcycle
motion:
mask: 0,0,1,0,1,0.413,0,0.413
zones:
straat:
coordinates: 0,1,1,1,1,0.414,0,0.414
objects:
- person
- bicycle
- motorcycle
inertia: 3
loitering_time: 0
review:
alerts:
required_zones: straat
version: 0.14
camera_groups: {}Relevant Frigate log output2025-01-23 19:44:41.614384595 [INFO] Preparing Frigate...
2025-01-23 19:44:41.629946464 [INFO] Starting Frigate...
2025-01-23 19:44:43.023575141 [2025-01-23 19:44:43] frigate.app INFO : Starting Frigate (0.14.1-f4f3cfa)
2025-01-23 19:44:43.023608418 [2025-01-23 19:44:43] frigate.util.config INFO : Checking if frigate config needs migration...
2025-01-23 19:44:43.045166453 [2025-01-23 19:44:43] frigate.util.config INFO : frigate config does not need migration...
2025-01-23 19:44:55.405576938 [2025-01-23 19:44:55] peewee_migrate.logs INFO : Starting migrations
2025-01-23 19:44:55.405713468 [2025-01-23 19:44:55] peewee_migrate.logs INFO : There is nothing to migrate
2025-01-23 19:44:55.426717633 [2025-01-23 19:44:55] frigate.app INFO : Recording process started: 389
2025-01-23 19:44:55.432271876 [2025-01-23 19:44:55] frigate.app INFO : Recording process started: 395
2025-01-23 19:44:55.436011066 [2025-01-23 19:44:55] frigate.app INFO : go2rtc process pid: 98
2025-01-23 19:44:55.455842451 [2025-01-23 19:44:55] detector.coral INFO : Starting detection process: 417
2025-01-23 19:44:55.458825736 [2025-01-23 19:44:55] frigate.app INFO : Output process started: 419
2025-01-23 19:44:55.510036070 [2025-01-23 19:44:55] frigate.app INFO : Camera processor started for tuinhuiscam: 436
2025-01-23 19:44:55.510121679 [2025-01-23 19:44:55] frigate.app INFO : Camera processor started for deurbel: 439
2025-01-23 19:44:55.517653414 [2025-01-23 19:44:55] frigate.app INFO : Capture process started for tuinhuiscam: 443
2025-01-23 19:44:55.519100171 [2025-01-23 19:44:55] frigate.app INFO : Capture process started for deurbel: 453
2025-01-23 19:44:58.099822138 [2025-01-23 19:44:55] frigate.detectors.plugins.edgetpu_tfl INFO : Attempting to load TPU as usb
2025-01-23 19:44:58.105723692 [2025-01-23 19:44:58] frigate.detectors.plugins.edgetpu_tfl INFO : TPU foundRelevant go2rtc log output2025-01-23 19:44:41.621072254 [INFO] Preparing new go2rtc config...
2025-01-23 19:44:42.048059803 [INFO] Starting go2rtc...
2025-01-23 19:44:42.200435034 19:44:42.200 INF go2rtc platform=linux/amd64 revision=b2399f3 version=1.9.2
2025-01-23 19:44:42.200439737 19:44:42.200 INF config path=/dev/shm/go2rtc.yaml
2025-01-23 19:44:42.200985150 19:44:42.200 INF [api] listen addr=:1984
2025-01-23 19:44:42.201328330 19:44:42.201 INF [rtsp] listen addr=:8554
2025-01-23 19:44:42.201529911 19:44:42.201 INF [webrtc] listen addr=:8555/tcp
2025-01-23 19:44:51.614775659 [INFO] Starting go2rtc healthcheck service...Frigate stats---Operating systemOther Linux Install methodDocker Compose docker-compose file or Docker CLI command---
# https://github.com/blakeblackshear/frigate
services:
frigate:
container_name: frigate
privileged: true # this may not be necessary for all setups
restart: unless-stopped
image: ghcr.io/blakeblackshear/frigate:stable
# image: ghcr.io/blakeblackshear/frigate:0.13.2
shm_size: "160mb" # update for your cameras based on calculation above
devices:
- /dev/bus/usb:/dev/bus/usb # passes the USB Coral, needs to be modified for other versions
# - /dev/apex_0:/dev/apex_0 # passes a PCIe Coral, follow driver instructions here https://coral.ai/docs/m2/get-started/#2a-on-linux
- /dev/dri/renderD128 # for intel hwaccel, needs to be updated for your hardware
volumes:
- /etc/localtime:/etc/localtime:ro
- ${PATH_TO_APPDATA}/frigate/config.yml:/config/config.yml
- ${PATH_TO_MOVIES}/frigate/storage:/media/frigate
- type: tmpfs # Optional: 1GB of memory, reduces SSD/SD Card wear
target: /tmp/cache
tmpfs:
size: 1000000000
ports:
- "5000:5000"
- "8554:8554" # RTSP feeds
- "8555:8555/tcp" # WebRTC over tcp
- "8555:8555/udp" # WebRTC over udp
environment:
FRIGATE_RTSP_PASSWORD: "password"Object DetectorCoral Screenshots of the Frigate UI's System metrics pages
Any other information that may be helpfulNo response |
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Replies: 7 comments 4 replies
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in your case the coral is used for detection, not the GPU. you can run |
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I ran
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right, like I said you should run it on the host. would also be good to see hardware info from the metrics screen |
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You mean this?
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looks like the driver is correct, so it should be using the GPU. If you run Frigate 0.15 then you will want to use qsv and that may show up on the stats |
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0.15 is not yet official.
into this
Because I experimented with this in 0.14 and it wasn't a success (no video from cameras) |
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yes that is the only change that is needed |
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Just to roundup this issue.
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Did it stay this way? I'm seeing similar stuff on my N150 machine. GPU is used... stats are correct and after a night it drops to 0%.
after machine reboot GPU usage is once again reported correctly in frigate |
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After a reboot of my NAS (i3-N305; OMV latest, Frigate 0.15 compose) all seems fine. In
But after some time
Waiting some more time and the activity of
Remark: The typical Frigate processes ffmpeg, go2rtc, nginx and frigate.recording/process/output/capture/review under Until now I found:
Looking at your setup it seems to rule out that the cause is the hardware or the host OS. Maybe still an Intel driver issue. |
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@Imwithstupid007 rest is the same as You described |
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Just to roundup this issue.
After a reboot of the NAS things look like they should be.