[Detector Support]: Getting " ValueError: Cannot set tensor: Dimension mismatch. Got 300 but expected 320 for dimension 1 of input 7." #10577

rspierenburg · 2024-03-21T11:21:29Z

rspierenburg
Mar 21, 2024

Describe the problem you are having

I can use OpenVino as a detector no problem, but I just installed a Coral M.2 a&e TPU and tried to set it up as a detector and get this error in the logs "ValueError: Cannot set tensor: Dimension mismatch. Got 300 but expected 320 for dimension 1 of input 7."

Version

0.13.2-6476F8A

Frigate config file

#GLOBAL PARAMETERS

database:
  path: /config/frigate.db

mqtt:
  enabled: true
  host: 192.168.1.2
  port: 1883
  user: frigate
  password: NicRob2011
  topic_prefix: frigate

#detectors:
  #ov:
    #type: openvino
    #device: AUTO
    #model:
      #path: /openvino-model/ssdlite_mobilenet_v2.xml
detectors:
  coral:
    type: edgetpu
    device: pci:0

model:
  width: 300
  height: 300
  input_tensor: nhwc
  input_pixel_format: bgr
  labelmap_path: /openvino-model/coco_91cl_bkgr.txt

# CAMERA PARAMETERS
cameras:
 #FRONT PORCH CAMERA
  Front_Porch: # <------ Name the camera
    enabled: true
    ffmpeg:
      inputs:
      - path: rtsp://192.168.1.2:8553/front-porch-cam-sub   # <----- The stream you want to use for detection
        roles:
        - record
        - detect
      hwaccel_args: preset-vaapi
      output_args:
        record: preset-record-generic-audio-aac
    record:
      enabled: true
      retain:
        days: 0
        mode: all
      events:
        retain:
          default: 30
          mode: motion
    detect:
      enabled: true # <---- disable detection until you have a working camera feed
    objects:
      track:
      - person
      - dog
      filters:
        person:
          threshold: 0.75
          mask:
          - 513,182,545,193,546,148,519,144
          - 289,44
    motion:
      mask:
      - 195,38,424,67,640,153,640,0,0,0,0,36
      - 456,360,640,360,640,337,459,333
 
 #BACKYARD CAMERA 
  Backyard: # <------ Name the camera
    enabled: true
    ffmpeg:
      inputs:
      - path: rtsp://192.168.1.2:8553/back-yard-cam-sub   # <----- The stream you want to use for detection
        roles:
        - record
      hwaccel_args: preset-vaapi
      output_args:
        record: preset-record-generic-audio-aac
    record:
      enabled: true
      retain:
        days: 1
        mode: all
    detect:
      enabled: false # <---- disable detection until you have a working camera feed

docker-compose file or Docker CLI command

Using HA Addon

Relevant log output

2024-03-21 11:19:51.568113956  [INFO] Starting NGINX...
2024-03-21 11:19:51.578536858  [INFO] Starting Frigate...
s6-rc: info: service legacy-services successfully started
2024-03-21 11:19:51.612709083  [INFO] Got IP address from supervisor: 192.168.1.2
2024-03-21 11:19:51.625900880  2024/03/21 08:19:51 [error] 146#146: *1 connect() failed (111: Connection refused) while connecting to upstream, client: 172.30.32.2, server: , request: "GET /ws HTTP/1.1", upstream: "http://127.0.0.1:5002/", host: "ha.spierenburg.ca"
2024-03-21 11:19:51.626320164  172.30.32.2 - - [21/Mar/2024:08:19:51 -0300] "GET /ws HTTP/1.1" 502 559 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36" "142.134.158.213, 172.21.0.2, 172.30.32.1"
2024-03-21 11:19:51.662363342  [INFO] Got WebRTC port from supervisor: 8666
2024-03-21 11:19:51.892832799  2024/03/21 08:19:51 [error] 148#148: *3 connect() failed (111: Connection refused) while connecting to upstream, client: 172.30.32.1, server: , request: "GET /api/stats HTTP/1.1", upstream: "http://127.0.0.1:5001stats", host: "ccab4aaf-frigate:5000"
2024-03-21 11:19:51.955613166  [INFO] Starting go2rtc...
2024-03-21 11:19:52.046758715  08:19:52.046 INF go2rtc version 1.8.4 linux/amd64
2024-03-21 11:19:52.047278863  08:19:52.047 INF [api] listen addr=:1984
2024-03-21 11:19:52.047336626  08:19:52.047 INF [rtsp] listen addr=:8554
2024-03-21 11:19:52.047506816  08:19:52.047 INF [webrtc] listen addr=:8555
2024-03-21 11:19:53.203641591  [2024-03-21 08:19:53] frigate.app                    INFO    : Starting Frigate (0.13.2-6476f8a)
2024-03-21 11:19:53.203725016  [2024-03-21 08:19:53] frigate.app                    INFO    : Creating directory: /tmp/cache
2024-03-21 11:19:56.425936241  2024/03/21 08:19:56 [error] 149#149: *5 connect() failed (111: Connection refused) while connecting to upstream, client: 127.0.0.1, server: , request: "GET /api/version HTTP/1.1", upstream: "http://127.0.0.1:5001version", host: "127.0.0.1:5000"
2024-03-21 11:19:56.892837937  2024/03/21 08:19:56 [error] 148#148: *3 connect() failed (111: Connection refused) while connecting to upstream, client: 172.30.32.1, server: , request: "GET /api/stats HTTP/1.1", upstream: "http://127.0.0.1:5001stats", host: "ccab4aaf-frigate:5000"
2024-03-21 11:19:58.809566957  [2024-03-21 08:19:58] peewee_migrate.logs            INFO    : Starting migrations
2024-03-21 11:19:58.814464152  [2024-03-21 08:19:58] peewee_migrate.logs            INFO    : There is nothing to migrate
2024-03-21 11:19:58.822116708  [2024-03-21 08:19:58] frigate.app                    INFO    : Recording process started: 321
2024-03-21 11:19:58.825206339  [2024-03-21 08:19:58] frigate.app                    INFO    : go2rtc process pid: 89
2024-03-21 11:19:58.854436898  [2024-03-21 08:19:58] detector.coral                 INFO    : Starting detection process: 331
2024-03-21 11:19:58.855801909  [2024-03-21 08:19:58] frigate.app                    INFO    : Output process started: 333
2024-03-21 11:19:58.877017592  [2024-03-21 08:19:58] frigate.app                    INFO    : Camera processor started for Front_Porch: 342
2024-03-21 11:19:58.884595554  [2024-03-21 08:19:58] frigate.detectors.plugins.edgetpu_tfl INFO    : Attempting to load TPU as pci:0
2024-03-21 11:19:58.884600164  [2024-03-21 08:19:58] frigate.detectors.plugins.edgetpu_tfl INFO    : TPU found
2024-03-21 11:19:58.888241306  [2024-03-21 08:19:58] frigate.app                    INFO    : Camera processor started for Backyard: 343
2024-03-21 11:19:58.889655989  [2024-03-21 08:19:58] frigate.app                    INFO    : Capture process started for Front_Porch: 357
2024-03-21 11:19:58.896107860  [2024-03-21 08:19:58] frigate.app                    INFO    : Capture process started for Backyard: 361
2024-03-21 11:20:00.137802812  Process detector:coral:
2024-03-21 11:20:00.139660765  Traceback (most recent call last):
2024-03-21 11:20:00.139665708    File "/usr/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap
2024-03-21 11:20:00.139668234      self.run()
2024-03-21 11:20:00.139671062    File "/usr/lib/python3.9/multiprocessing/process.py", line 108, in run
2024-03-21 11:20:00.139677119      self._target(*self._args, **self._kwargs)
2024-03-21 11:20:00.139679716    File "/opt/frigate/frigate/object_detection.py", line 125, in run_detector
2024-03-21 11:20:00.139706010      detections = object_detector.detect_raw(input_frame)
2024-03-21 11:20:00.139709436    File "/opt/frigate/frigate/object_detection.py", line 75, in detect_raw
2024-03-21 11:20:00.139711917      return self.detect_api.detect_raw(tensor_input=tensor_input)
2024-03-21 11:20:00.139714485    File "/opt/frigate/frigate/detectors/plugins/edgetpu_tfl.py", line 59, in detect_raw
2024-03-21 11:20:00.139754461      self.interpreter.set_tensor(self.tensor_input_details[0]["index"], tensor_input)
2024-03-21 11:20:00.139757238    File "/usr/lib/python3/dist-packages/tflite_runtime/interpreter.py", line 572, in set_tensor
2024-03-21 11:20:00.139760692      self._interpreter.SetTensor(tensor_index, value)
2024-03-21 11:20:00.139763378  ValueError: Cannot set tensor: Dimension mismatch. Got 300 but expected 320 for dimension 1 of input 7.
2024-03-21 11:20:01.564172401  [INFO] Starting go2rtc healthcheck service...
2024-03-21 11:20:01.636631007  172.30.32.2 - - [21/Mar/2024:08:20:01 -0300] "GET // HTTP/1.1" 200 6694 "https://ha.spierenburg.ca/ccab4aaf_frigate/ingress" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36" "142.134.158.213, 172.21.0.2, 172.30.32.1"
2024-03-21 11:20:01.710583879  172.30.32.2 - - [21/Mar/2024:08:20:01 -0300] "GET /api/config HTTP/1.1" 200 11473 "https://ha.spierenburg.ca/api/hassio_ingress/8VXuLV0jiq0KIDIp-xF-3vu_jvoVY3KpYluitjL9lLI//" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36" "142.134.158.213, 172.21.0.2, 172.30.32.1"
2024-03-21 11:20:01.801973394  172.30.32.2 - - [21/Mar/2024:08:20:01 -0300] "GET /api/Backyard/latest.jpg?h=100 HTTP/1.1" 200 4785 "https://ha.spierenburg.ca/api/hassio_ingress/8VXuLV0jiq0KIDIp-xF-3vu_jvoVY3KpYluitjL9lLI//" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36" "142.134.158.213, 172.21.0.2, 172.30.32.1"
2024-03-21 11:20:01.843085287  172.30.32.2 - - [21/Mar/2024:08:20:01 -0300] "GET /api/Front_Porch/latest.jpg?h=100 HTTP/1.1" 200 1815 "https://ha.spierenburg.ca/api/hassio_ingress/8VXuLV0jiq0KIDIp-xF-3vu_jvoVY3KpYluitjL9lLI//" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36" "142.134.158.213, 172.21.0.2, 172.30.32.1"
2024-03-21 11:20:01.855937506  172.30.32.2 - - [21/Mar/2024:08:20:01 -0300] "GET /api/Backyard/latest.jpg?h=382 HTTP/1.1" 200 48824 "https://ha.spierenburg.ca/api/hassio_ingress/8VXuLV0jiq0KIDIp-xF-3vu_jvoVY3KpYluitjL9lLI//" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36" "142.134.158.213, 172.21.0.2, 172.30.32.1"
2024-03-21 11:20:01.860738231  172.30.32.2 - - [21/Mar/2024:08:20:01 -0300] "GET /api/Front_Porch/latest.jpg?h=382 HTTP/1.1" 200 11138 "https://ha.spierenburg.ca/api/hassio_ingress/8VXuLV0jiq0KIDIp-xF-3vu_jvoVY3KpYluitjL9lLI//" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36" "142.134.158.213, 172.21.0.2, 172.30.32.1"
2024-03-21 11:20:01.918255801  [2024-03-21 08:20:01] frigate.util.services          ERROR   : Unable to poll intel GPU stats: Failed to initialize PMU! (Permission denied)
2024-03-21 11:20:01.918258990  
2024-03-21 11:20:04.230973311  172.30.32.2 - - [21/Mar/2024:08:20:04 -0300] "GET /api/config HTTP/1.1" 200 11473 "https://ha.spierenburg.ca/api/hassio_ingress/8VXuLV0jiq0KIDIp-xF-3vu_jvoVY3KpYluitjL9lLI//" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36" "142.134.158.213, 172.21.0.2, 172.30.32.1"
2024-03-21 11:20:04.309825505  172.30.32.2 - - [21/Mar/2024:08:20:04 -0300] "GET /api/go2rtc/api HTTP/1.1" 200 147 "https://ha.spierenburg.ca/system" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36" "142.134.158.213, 172.21.0.2, 172.30.32.1"
2024-03-21 11:20:19.208485429  [2024-03-21 08:20:19] frigate.watchdog               INFO    : Detection appears to be stuck. Restarting detection process...
2024-03-21 11:20:19.219941854  [2024-03-21 08:20:19] detector.coral                 INFO    : Starting detection process: 460
2024-03-21 11:20:19.225342555  [2024-03-21 08:20:19] frigate.detectors.plugins.edgetpu_tfl INFO    : Attempting to load TPU as pci:0
2024-03-21 11:20:19.230180090  [2024-03-21 08:20:19] frigate.detectors.plugins.edgetpu_tfl INFO    : TPU found
2024-03-21 11:20:19.230990126  Process detector:coral:
2024-03-21 11:20:19.232116472  Traceback (most recent call last):
2024-03-21 11:20:19.232142532    File "/usr/lib/python3.9/multiprocessing/process.py", line 315, in _bootstrap
2024-03-21 11:20:19.232144210      self.run()
2024-03-21 11:20:19.232145826    File "/usr/lib/python3.9/multiprocessing/process.py", line 108, in run
2024-03-21 11:20:19.232147235      self._target(*self._args, **self._kwargs)
2024-03-21 11:20:19.232162242    File "/opt/frigate/frigate/object_detection.py", line 125, in run_detector
2024-03-21 11:20:19.232172678      detections = object_detector.detect_raw(input_frame)
2024-03-21 11:20:19.232174241    File "/opt/frigate/frigate/object_detection.py", line 75, in detect_raw
2024-03-21 11:20:19.232175661      return self.detect_api.detect_raw(tensor_input=tensor_input)
2024-03-21 11:20:19.232177179    File "/opt/frigate/frigate/detectors/plugins/edgetpu_tfl.py", line 59, in detect_raw
2024-03-21 11:20:19.232178682      self.interpreter.set_tensor(self.tensor_input_details[0]["index"], tensor_input)
2024-03-21 11:20:19.232180299    File "/usr/lib/python3/dist-packages/tflite_runtime/interpreter.py", line 572, in set_tensor
2024-03-21 11:20:19.232181609      self._interpreter.SetTensor(tensor_index, value)
2024-03-21 11:20:19.232194581  ValueError: Cannot set tensor: Dimension mismatch. Got 300 but expected 320 for dimension 1 of input 7.
2024-03-21 11:20:27.855750476  172.30.32.2 - - [21/Mar/2024:08:20:27 -0300] "GET /api/go2rtc/api HTTP/1.1" 200 147 "https://ha.spierenburg.ca/system" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36" "142.134.158.213, 172.21.0.2, 172.30.32.1"
2024-03-21 11:20:27.860359881  172.30.32.2 - - [21/Mar/2024:08:20:27 -0300] "GET /api/config HTTP/1.1" 200 11473 "https://ha.spierenburg.ca/system" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36" "142.134.158.213, 172.21.0.2, 172.30.32.1"
2024-03-21 11:20:27.915151196  172.30.32.2 - - [21/Mar/2024:08:20:27 -0300] "GET /ws HTTP/1.1" 101 4 "-" "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36" "142.134.158.213, 172.21.0.2, 172.30.32.1"
2024-03-21 11:20:29.214726428  [2024-03-21 08:20:29] frigate.watchdog               INFO    : Detection appears to have stopped. Exiting Frigate...
s6-rc: info: service legacy-services: stopping
s6-rc: info: service legacy-services successfully stopped
s6-rc: info: service nginx: stopping
s6-rc: info: service go2rtc-healthcheck: stopping
2024-03-21 11:20:29.250150194  [INFO] The go2rtc-healthcheck service exited with code 256 (by signal 15)
s6-rc: info: service go2rtc-healthcheck successfully stopped
2024-03-21 11:20:29.316627090  [INFO] Service NGINX exited with code 0 (by signal 0)
s6-rc: info: service nginx successfully stopped
s6-rc: info: service nginx-log: stopping
s6-rc: info: service frigate: stopping
2024-03-21 11:20:29.324484460  [2024-03-21 08:20:29] frigate.app                    INFO    : Stopping...
s6-rc: info: service nginx-log successfully stopped
2024-03-21 11:20:29.332446472  [2024-03-21 08:20:29] frigate.ptz.autotrack          INFO    : Exiting autotracker...
2024-03-21 11:20:29.332886967  [2024-03-21 08:20:29] frigate.events.cleanup         INFO    : Exiting event cleanup...
2024-03-21 11:20:29.332968720  [2024-03-21 08:20:29] frigate.stats                  INFO    : Exiting stats emitter...
2024-03-21 11:20:29.333207883  [2024-03-21 08:20:29] frigate.storage                INFO    : Exiting storage maintainer...
2024-03-21 11:20:29.333323908  [2024-03-21 08:20:29] frigate.record.cleanup         INFO    : Exiting recording cleanup...
2024-03-21 11:20:29.333583733  [2024-03-21 08:20:29] frigate.watchdog               INFO    : Exiting watchdog...
2024-03-21 11:20:29.521428230  [2024-03-21 08:20:29] frigate.object_processing      INFO    : Exiting object processor...
2024-03-21 11:20:29.907664880  [2024-03-21 08:20:29] frigate.comms.ws               INFO    : Exiting websocket client...
2024-03-21 11:20:30.252226910  [2024-03-21 08:20:30] frigate.events.maintainer      INFO    : Exiting event processor...
2024-03-21 11:20:30.851835706  [2024-03-21 08:20:30] peewee.sqliteq                 INFO    : writer received shutdown request, exiting.

Operating system

HassOS

Install method

HassOS Addon

Coral version

M.2

Any other information that may be helpful

No response

Answered by NickM-27

Mar 21, 2024

You're trying to use the openvino model with a coral, this will not work

View full answer

NickM-27 · 2024-03-21T11:29:57Z

NickM-27
Mar 21, 2024
Collaborator Sponsor

You're trying to use the openvino model with a coral, this will not work

1 reply

rspierenburg Mar 21, 2024
Author

Yeah, I just noticed that. I had originally setup OpenVino whilst waiting for my coral, and forgot to remove the Model: information. Thank you. All is good.

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[Detector Support]: Getting " ValueError: Cannot set tensor: Dimension mismatch. Got 300 but expected 320 for dimension 1 of input 7." #10577

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[Detector Support]: Getting " ValueError: Cannot set tensor: Dimension mismatch. Got 300 but expected 320 for dimension 1 of input 7." #10577

Uh oh!

rspierenburg Mar 21, 2024

Describe the problem you are having

Version

Frigate config file

docker-compose file or Docker CLI command

Relevant log output

Operating system

Install method

Coral version

Any other information that may be helpful

Replies: 1 comment · 1 reply

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NickM-27 Mar 21, 2024 Collaborator Sponsor

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rspierenburg Mar 21, 2024 Author

rspierenburg
Mar 21, 2024

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NickM-27
Mar 21, 2024
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rspierenburg Mar 21, 2024
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