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CPU at 100% with Mobilenet-gpu - 8 cores of i7-4770 and GeFORCE RTX 3060 #1283

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Jsalas424 opened this issue Jan 1, 2025 · 2 comments
Open

CPU at 100% with Mobilenet-gpu - 8 cores of i7-4770 and GeFORCE RTX 3060 #1283

Jsalas424 opened this issue Jan 1, 2025 · 2 comments

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@Jsalas424
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Describe the bug

When I go to deploy the Mobilenet-gpu custom-build with docker-compose up -d, CPU usage goes to 100% and locks up the server.

To Reproduce

Deploy Mobilenet-gpu

Expected behavior

I expect GPU usage to increase instead of CPU

Screenshots

If applicable, add screenshots to help explain your problem.

Desktop (please complete the following information):

Debian 11 LXC in Proxmox. This LXC concurrently runs Frigate with successful GPU access running TensorRT

Logs

Run those commands and attach result to the ticket:

docker ps

docker-compose logs

Had to cut out some log due to max character limits

root@frigate:/opt/compreface# docker-compose logs
Attaching to compreface-ui, compreface-admin, compreface-api, compreface-core, compreface-postgres-db
compreface-admin          | Listening for transport dt_socket at address: 5005
compreface-admin          | 
compreface-admin          |   .   ____          _            __ _ _
compreface-admin          |  /\\ / ___'_ __ _ _(_)_ __  __ _ \ \ \ \
compreface-admin          | ( ( )\___ | '_ | '_| | '_ \/ _` | \ \ \ \
compreface-admin          |  \\/  ___)| |_)| | | | | || (_| |  ) ) ) )
compreface-admin          |   '  |____| .__|_| |_|_| |_\__, | / / / /
compreface-admin          |  =========|_|==============|___/=/_/_/_/
compreface-admin          |  :: Spring Boot ::               (v2.5.13)
compreface-admin          | 
compreface-admin          | 2025-01-01 20:17:57.103  INFO 7 --- [kground-preinit] o.h.validator.internal.util.Version      : HV000001: Hibernate Validator 6.2.3.Final
...
...
...
compreface-api            | 2025-01-01 20:18:20.623  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: deleteEmbeddingsByIdUsingPOST_1
compreface-api            | 2025-01-01 20:18:20.624  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: downloadImgUsingGET_2
compreface-api            | 2025-01-01 20:18:20.627  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: listEmbeddingsUsingGET_1
compreface-api            | 2025-01-01 20:18:20.637  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: recognizeBase64UsingPOST_2
compreface-api            | 2025-01-01 20:18:20.641  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: recognizeEmbeddingsUsingPOST_2
compreface-api            | 2025-01-01 20:18:20.645  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: recognizeFileUsingPOST_1
compreface-api            | 2025-01-01 20:18:20.647  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: removeAllSubjectEmbeddingsUsingDELETE_1
compreface-api            | 2025-01-01 20:18:20.650  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: migrateUsingPOST_1
compreface-api            | 2025-01-01 20:18:20.655  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: handleUsingGET_1
compreface-api            | 2025-01-01 20:18:20.668  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: recognizeUsingPOST_1
compreface-api            | 2025-01-01 20:18:20.672  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: recognizeBase64UsingPOST_3
compreface-api            | 2025-01-01 20:18:20.678  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: recognizeEmbeddingsUsingPOST_3
compreface-api            | 2025-01-01 20:18:20.681  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: downloadImgUsingGET_3
compreface-api            | 2025-01-01 20:18:20.687  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: createSubjectUsingPOST_1
compreface-api            | 2025-01-01 20:18:20.689  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: deleteSubjectUsingDELETE_1
compreface-api            | 2025-01-01 20:18:20.691  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: deleteSubjectsUsingDELETE_1
compreface-api            | 2025-01-01 20:18:20.693  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: listSubjectsUsingGET_1
compreface-api            | 2025-01-01 20:18:20.696  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: renameSubjectUsingPUT_1
compreface-api            | 2025-01-01 20:18:20.713  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: verifyUsingPOST_1
compreface-api            | 2025-01-01 20:18:20.718  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: verifyBase64UsingPOST_1
compreface-api            | 2025-01-01 20:18:20.722  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: verifyEmbeddingsUsingPOST_1
compreface-api            | 2025-01-01 20:18:20.772  INFO 7 --- [           main] com.exadel.frs.TrainServiceApplication   : Started TrainServiceApplication in 25.683 seconds (JVM running for 26.807)
compreface-api            | 2025-01-01 20:18:23.686  INFO 7 --- [nio-8080-exec-1] o.a.c.c.C.[Tomcat].[localhost].[/]       : Initializing Spring DispatcherServlet 'dispatcherServlet'
compreface-api            | 2025-01-01 20:18:23.686  INFO 7 --- [nio-8080-exec-1] o.s.web.servlet.DispatcherServlet        : Initializing Servlet 'dispatcherServlet'
compreface-api            | 2025-01-01 20:18:23.688  INFO 7 --- [nio-8080-exec-1] o.s.web.servlet.DispatcherServlet        : Completed initialization in 2 ms
compreface-api            | Listening for transport dt_socket at address: 5005
compreface-api            | 
compreface-api            |   .   ____          _            __ _ _
compreface-api            |  /\\ / ___'_ __ _ _(_)_ __  __ _ \ \ \ \
compreface-api            | ( ( )\___ | '_ | '_| | '_ \/ _` | \ \ \ \
compreface-api            |  \\/  ___)| |_)| | | | | || (_| |  ) ) ) )
compreface-api            |   '  |____| .__|_| |_|_| |_\__, | / / / /
compreface-api            |  =========|_|==============|___/=/_/_/_/
compreface-api            |  :: Spring Boot ::               (v2.5.13)
compreface-api            | 
compreface-api            | 2025-01-01 20:23:28.975  INFO 7 --- [           main] com.exadel.frs.TrainServiceApplication   : Starting TrainServiceApplication v0.0.1-SNAPSHOT using Java 17.0.8 on 2c822965289e with PID 7 (/home/app.jar started by root in /)
compreface-api            | 2025-01-01 20:23:28.973  INFO 7 --- [kground-preinit] o.h.validator.internal.util.Version      : HV000001: Hibernate Validator 6.2.3.Final
compreface-api            | 2025-01-01 20:23:28.981  INFO 7 --- [           main] com.exadel.frs.TrainServiceApplication   : The following 1 profile is active: "dev"
compreface-api            | 2025-01-01 20:23:29.134  WARN 7 --- [           main] o.s.b.c.config.ConfigDataEnvironment     : Property 'spring.profiles' imported from location 'class path resource [application.yml]' is invalid and should be replaced with 'spring.config.activate.on-profile' [origin: class path resource [application.yml] from app.jar - 97:13]
compreface-api            | 2025-01-01 20:23:32.525  INFO 7 --- [           main] .s.d.r.c.RepositoryConfigurationDelegate : Bootstrapping Spring Data JPA repositories in DEFAULT mode.
compreface-api            | 2025-01-01 20:23:32.871  INFO 7 --- [           main] .s.d.r.c.RepositoryConfigurationDelegate : Finished Spring Data repository scanning in 313 ms. Found 8 JPA repository interfaces.
compreface-api            | 2025-01-01 20:23:34.610  INFO 7 --- [           main] o.s.cloud.context.scope.GenericScope     : BeanFactory id=355f53b0-025e-31e7-98df-696283bbc190
compreface-api            | 2025-01-01 20:23:36.122  INFO 7 --- [           main] trationDelegate$BeanPostProcessorChecker : Bean 'cacheConfig' of type [com.exadel.frs.core.trainservice.config.CacheConfig$$EnhancerBySpringCGLIB$$8a3fdb60] is not eligible for getting processed by all BeanPostProcessors (for example: not eligible for auto-proxying)
compreface-api            | 2025-01-01 20:23:37.566  INFO 7 --- [           main] o.s.b.w.embedded.tomcat.TomcatWebServer  : Tomcat initialized with port(s): 8080 (http)
compreface-api            | 2025-01-01 20:23:37.591  INFO 7 --- [           main] o.a.coyote.http11.Http11NioProtocol      : Initializing ProtocolHandler ["http-nio-8080"]
compreface-api            | 2025-01-01 20:23:37.592  INFO 7 --- [           main] o.apache.catalina.core.StandardService   : Starting service [Tomcat]
compreface-api            | 2025-01-01 20:23:37.592  INFO 7 --- [           main] org.apache.catalina.core.StandardEngine  : Starting Servlet engine: [Apache Tomcat/9.0.62]
compreface-api            | 2025-01-01 20:23:37.886  INFO 7 --- [           main] o.a.c.c.C.[Tomcat].[localhost].[/]       : Initializing Spring embedded WebApplicationContext
compreface-api            | 2025-01-01 20:23:37.886  INFO 7 --- [           main] w.s.c.ServletWebServerApplicationContext : Root WebApplicationContext: initialization completed in 8747 ms
compreface-api            | 2025-01-01 20:23:38.955  INFO 7 --- [           main] o.hibernate.jpa.internal.util.LogHelper  : HHH000204: Processing PersistenceUnitInfo [name: default]
compreface-api            | 2025-01-01 20:23:39.376  INFO 7 --- [           main] org.hibernate.Version                    : HHH000412: Hibernate ORM core version 5.4.33
compreface-api            | 2025-01-01 20:23:39.386  INFO 7 --- [           main] org.hibernate.cfg.Environment            : HHH000205: Loaded properties from resource hibernate.properties: {hibernate.bytecode.use_reflection_optimizer=false, hibernate.types.print.banner=false}
compreface-api            | 2025-01-01 20:23:40.142  INFO 7 --- [           main] o.hibernate.annotations.common.Version   : HCANN000001: Hibernate Commons Annotations {5.1.2.Final}
compreface-api            | 2025-01-01 20:23:41.362  INFO 7 --- [           main] com.zaxxer.hikari.HikariDataSource       : HikariPool-1 - Starting...
compreface-api            | 2025-01-01 20:23:41.629  INFO 7 --- [           main] com.zaxxer.hikari.HikariDataSource       : HikariPool-1 - Start completed.
compreface-api            | 2025-01-01 20:23:41.743  INFO 7 --- [           main] org.hibernate.dialect.Dialect            : HHH000400: Using dialect: org.hibernate.dialect.PostgreSQL10Dialect
compreface-api            | 2025-01-01 20:23:44.094  INFO 7 --- [           main] o.h.e.t.j.p.i.JtaPlatformInitiator       : HHH000490: Using JtaPlatform implementation: [org.hibernate.engine.transaction.jta.platform.internal.NoJtaPlatform]
compreface-api            | 2025-01-01 20:23:44.124  INFO 7 --- [           main] j.LocalContainerEntityManagerFactoryBean : Initialized JPA EntityManagerFactory for persistence unit 'default'
compreface-api            | 2025-01-01 20:23:49.215  INFO 7 --- [           main] o.s.b.a.e.web.EndpointLinksResolver      : Exposing 1 endpoint(s) beneath base path '/actuator'
compreface-api            | 2025-01-01 20:23:49.456  INFO 7 --- [           main] pertySourcedRequestMappingHandlerMapping : Mapped URL path [/v2/api-docs] onto method [springfox.documentation.swagger2.web.Swagger2Controller#getDocumentation(String, HttpServletRequest)]
compreface-api            | 2025-01-01 20:23:50.246  INFO 7 --- [           main] o.a.coyote.http11.Http11NioProtocol      : Starting ProtocolHandler ["http-nio-8080"]
compreface-api            | 2025-01-01 20:23:50.262  INFO 7 --- [           main] o.s.b.w.embedded.tomcat.TomcatWebServer  : Tomcat started on port(s): 8080 (http) with context path ''
compreface-api            | 2025-01-01 20:23:50.263  INFO 7 --- [           main] d.s.w.p.DocumentationPluginsBootstrapper : Context refreshed
compreface-api            | 2025-01-01 20:23:50.326  INFO 7 --- [           main] d.s.w.p.DocumentationPluginsBootstrapper : Found 2 custom documentation plugin(s)
compreface-api            | 2025-01-01 20:23:50.501  INFO 7 --- [           main] s.d.s.w.s.ApiListingReferenceScanner     : Scanning for api listing references
compreface-api            | 2025-01-01 20:23:50.932  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: recognizeBase64UsingPOST_1
compreface-api            | 2025-01-01 20:23:50.939  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: recognizeEmbeddingsUsingPOST_1
compreface-api            | 2025-01-01 20:23:50.943  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: downloadImgUsingGET_1
compreface-api            | 2025-01-01 20:23:51.043  INFO 7 --- [           main] s.d.s.w.s.ApiListingReferenceScanner     : Scanning for api listing references
compreface-api            | 2025-01-01 20:23:51.068  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: getConfigUsingGET_1
compreface-api            | 2025-01-01 20:23:51.072  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: getCheckDemoUsingGET_1
compreface-api            | 2025-01-01 20:23:51.089  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: detectUsingPOST_1
compreface-api            | 2025-01-01 20:23:51.094  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: detectBase64UsingPOST_1
compreface-api            | 2025-01-01 20:23:51.101  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: addEmbeddingUsingPOST_1
compreface-api            | 2025-01-01 20:23:51.105  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: addEmbeddingBase64UsingPOST_1
compreface-api            | 2025-01-01 20:23:51.108  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: deleteEmbeddingByIdUsingDELETE_1
compreface-api            | 2025-01-01 20:23:51.112  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: deleteEmbeddingsByIdUsingPOST_1
compreface-api            | 2025-01-01 20:23:51.114  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: downloadImgUsingGET_2
compreface-api            | 2025-01-01 20:23:51.121  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: listEmbeddingsUsingGET_1
compreface-api            | 2025-01-01 20:23:51.138  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: recognizeBase64UsingPOST_2
compreface-api            | 2025-01-01 20:23:51.143  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: recognizeEmbeddingsUsingPOST_2
compreface-api            | 2025-01-01 20:23:51.147  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: recognizeFileUsingPOST_1
compreface-api            | 2025-01-01 20:23:51.149  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: removeAllSubjectEmbeddingsUsingDELETE_1
compreface-api            | 2025-01-01 20:23:51.151  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: migrateUsingPOST_1
compreface-api            | 2025-01-01 20:23:51.155  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: handleUsingGET_1
compreface-api            | 2025-01-01 20:23:51.163  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: recognizeUsingPOST_1
compreface-api            | 2025-01-01 20:23:51.165  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: recognizeBase64UsingPOST_3
compreface-api            | 2025-01-01 20:23:51.168  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: recognizeEmbeddingsUsingPOST_3
compreface-api            | 2025-01-01 20:23:51.170  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: downloadImgUsingGET_3
compreface-api            | 2025-01-01 20:23:51.173  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: createSubjectUsingPOST_1
compreface-api            | 2025-01-01 20:23:51.175  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: deleteSubjectUsingDELETE_1
compreface-api            | 2025-01-01 20:23:51.176  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: deleteSubjectsUsingDELETE_1
compreface-api            | 2025-01-01 20:23:51.177  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: listSubjectsUsingGET_1
compreface-api            | 2025-01-01 20:23:51.179  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: renameSubjectUsingPUT_1
compreface-api            | 2025-01-01 20:23:51.188  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: verifyUsingPOST_1
compreface-api            | 2025-01-01 20:23:51.191  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: verifyBase64UsingPOST_1
compreface-api            | 2025-01-01 20:23:51.193  INFO 7 --- [           main] .d.s.w.r.o.CachingOperationNameGenerator : Generating unique operation named: verifyEmbeddingsUsingPOST_1
compreface-api            | 2025-01-01 20:23:51.222  INFO 7 --- [           main] com.exadel.frs.TrainServiceApplication   : Started TrainServiceApplication in 23.919 seconds (JVM running for 25.369)
compreface-postgres-db    | 2025-01-01 20:17:53.792 UTC [1] LOG:  listening on IPv4 address "0.0.0.0", port 5432
compreface-postgres-db    | 2025-01-01 20:17:53.792 UTC [1] LOG:  listening on IPv6 address "::", port 5432
compreface-postgres-db    | 2025-01-01 20:17:53.801 UTC [1] LOG:  listening on Unix socket "/var/run/postgresql/.s.PGSQL.5432"
compreface-postgres-db    | 2025-01-01 20:17:53.825 UTC [25] LOG:  database system was shut down at 2025-01-01 20:17:45 UTC
compreface-postgres-db    | 2025-01-01 20:17:53.839 UTC [1] LOG:  database system is ready to accept connections
compreface-postgres-db    | 2025-01-01 20:23:26.036 UTC [1] LOG:  listening on IPv4 address "0.0.0.0", port 5432
compreface-postgres-db    | 2025-01-01 20:23:26.036 UTC [1] LOG:  listening on IPv6 address "::", port 5432
compreface-postgres-db    | 2025-01-01 20:23:26.054 UTC [1] LOG:  listening on Unix socket "/var/run/postgresql/.s.PGSQL.5432"
compreface-postgres-db    | 2025-01-01 20:23:26.087 UTC [24] LOG:  database system was interrupted; last known up at 2025-01-01 20:17:53 UTC
compreface-postgres-db    | 2025-01-01 20:23:26.197 UTC [24] LOG:  database system was not properly shut down; automatic recovery in progress
compreface-postgres-db    | 2025-01-01 20:23:26.205 UTC [24] LOG:  redo starts at 0/1765388
compreface-postgres-db    | 2025-01-01 20:23:26.205 UTC [24] LOG:  invalid record length at 0/1765AF8: wanted 24, got 0
compreface-postgres-db    | 2025-01-01 20:23:26.205 UTC [24] LOG:  redo done at 0/1765AC0
compreface-postgres-db    | 2025-01-01 20:23:26.205 UTC [24] LOG:  last completed transaction was at log time 2025-01-01 20:18:36.066036+00
compreface-postgres-db    | 2025-01-01 20:23:26.261 UTC [1] LOG:  database system is ready to accept connections
compreface-postgres-db    | 2025-01-01 20:24:29.814 UTC [1] LOG:  received smart shutdown request
compreface-postgres-db    | 2025-01-01 20:24:29.819 UTC [1] LOG:  background worker "logical replication launcher" (PID 30) exited with exit code 1
compreface-postgres-db    | 2025-01-01 20:24:29.819 UTC [25] LOG:  shutting down
compreface-postgres-db    | 2025-01-01 20:24:29.852 UTC [1] LOG:  database system is shut down
compreface-core           | [uWSGI] getting INI configuration from uwsgi.ini
compreface-core           | *** Starting uWSGI 2.0.19 (64bit) on [Wed Jan  1 20:17:53 2025] ***
compreface-core           | compiled with version: 10.2.1 20210110 on 14 August 2023 20:24:09
compreface-core           | os: Linux-6.8.12-5-pve #1 SMP PREEMPT_DYNAMIC PMX 6.8.12-5 (2024-12-03T10:26Z)
compreface-core           | nodename: 128e5519ea8c
compreface-core           | machine: x86_64
compreface-core           | clock source: unix
compreface-core           | pcre jit disabled
compreface-core           | detected number of CPU cores: 8
compreface-core           | current working directory: /app/ml
compreface-core           | detected binary path: /usr/local/bin/uwsgi
compreface-core           | setgid() to 33
compreface-core           | setuid() to 33
compreface-core           | your processes number limit is 127764
compreface-core           | your memory page size is 4096 bytes
compreface-core           | detected max file descriptor number: 524288
compreface-core           | lock engine: pthread robust mutexes
compreface-core           | thunder lock: disabled (you can enable it with --thunder-lock)
compreface-core           | uwsgi socket 0 bound to TCP address 0.0.0.0:3000 fd 3
compreface-core           | Python version: 3.8.17 (default, Jul 28 2023, 06:10:22)  [GCC 10.2.1 20210110]
compreface-core           | Python main interpreter initialized at 0x582d14b5d810
compreface-core           | python threads support enabled
compreface-core           | your server socket listen backlog is limited to 100 connections
compreface-core           | your mercy for graceful operations on workers is 60 seconds
compreface-core           | mapped 218712 bytes (213 KB) for 2 cores
compreface-core           | *** Operational MODE: preforking ***
compreface-core           | {"severity": "DEBUG", "message": "Falling back to TensorFlow client; we recommended you install the Cloud TPU client directly with pip install cloud-tpu-client.", "request": null, "logger": "tensorflow", "module": "tpu_cluster_resolver", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.8/site-packages/tensorflow/python/distribute/cluster_resolver/tpu_cluster_resolver.py\", line 32, in <module>\n    from cloud_tpu_client import client  # pylint: disable=g-import-not-at-top\nModuleNotFoundError: No module named 'cloud_tpu_client'\n", "build_version": "dev"}
compreface-core           | {"severity": "INFO", "message": "{'BUILD_VERSION': 'dev', 'CALCULATION_PLUGIN': 'facenet.Calculator', 'EXTRA_PLUGINS': ['facenet.LandmarksDetector', 'agegender.AgeDetector', 'agegender.GenderDetector', 'facenet.facemask.MaskDetector', 'facenet.PoseEstimator'], 'FACE_DETECTION_PLUGIN': 'facenet.FaceDetector', 'GPU_IDX': -1, 'IMG_LENGTH_LIMIT': 640, 'INTEL_OPTIMIZATION': False, 'IS_DEV_ENV': False, 'LOGGING_LEVEL_NAME': 'DEBUG', 'ML_PORT': 3000, 'RUN_MODE': True}", "request": null, "logger": "src.app", "module": "app", "traceback": null, "build_version": "dev"}
compreface-core           | {"severity": "DEBUG", "message": "Creating new app for WSGI", "request": null, "logger": "src.app", "module": "app", "traceback": null, "build_version": "dev"}
compreface-core           | WSGI app 0 (mountpoint='') ready in 4 seconds on interpreter 0x582d14b5d810 pid: 1 (default app)
compreface-core           | *** uWSGI is running in multiple interpreter mode ***
compreface-core           | spawned uWSGI master process (pid: 1)
compreface-core           | spawned uWSGI worker 1 (pid: 22, cores: 1)
compreface-core           | spawned uWSGI worker 2 (pid: 23, cores: 1)
compreface-core           | 2025-01-01 20:18:24.402557: E tensorflow/stream_executor/cuda/cuda_driver.cc:313] failed call to cuInit: UNKNOWN ERROR (303)
compreface-core           | 2025-01-01 20:18:24.445248: E tensorflow/stream_executor/cuda/cuda_driver.cc:313] failed call to cuInit: UNKNOWN ERROR (303)
compreface-core           | {"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=49, y_min=47, x_max=199, y_max=224, probability=0.9400066137313843, _np_landmarks=array([[104, 124],\n       [153, 124],\n       [131, 157],\n       [106, 177],\n       [146, 177]]))", "request": {"method": "GET", "path": "/status", "filename": "", "api_key": "", "remote_addr": "172.18.0.6"}, "logger": "src.services.facescan.plugins.facenet.facenet", "module": "facenet", "traceback": null, "build_version": "dev"}
compreface-core           | {"severity": "DEBUG", "message": "Found: BoundingBoxDTO(x_min=49, y_min=47, x_max=199, y_max=224, probability=0.9400066137313843, _np_landmarks=array([[104, 124],\n       [153, 124],\n       [131, 157],\n       [106, 177],\n       [146, 177]]))", "request": {"method": "GET", "path": "/status", "filename": "", "api_key": "", "remote_addr": "172.18.0.4"}, "logger": "src.services.facescan.plugins.facenet.facenet", "module": "facenet", "traceback": null, "build_version": "dev"}
compreface-core           | [uWSGI] getting INI configuration from uwsgi.ini
compreface-core           | *** Starting uWSGI 2.0.19 (64bit) on [Wed Jan  1 20:23:25 2025] ***
compreface-core           | compiled with version: 10.2.1 20210110 on 14 August 2023 20:24:09
compreface-core           | os: Linux-6.8.12-5-pve #1 SMP PREEMPT_DYNAMIC PMX 6.8.12-5 (2024-12-03T10:26Z)
compreface-core           | nodename: 128e5519ea8c
compreface-core           | machine: x86_64
compreface-core           | clock source: unix
compreface-core           | pcre jit disabled
compreface-core           | detected number of CPU cores: 8
compreface-core           | current working directory: /app/ml
compreface-core           | detected binary path: /usr/local/bin/uwsgi
compreface-core           | setgid() to 33
compreface-core           | setuid() to 33
compreface-core           | your processes number limit is 127764
compreface-core           | your memory page size is 4096 bytes
compreface-core           | detected max file descriptor number: 524288
compreface-core           | lock engine: pthread robust mutexes
compreface-core           | thunder lock: disabled (you can enable it with --thunder-lock)
compreface-core           | uwsgi socket 0 bound to TCP address 0.0.0.0:3000 fd 3
compreface-core           | Python version: 3.8.17 (default, Jul 28 2023, 06:10:22)  [GCC 10.2.1 20210110]
compreface-core           | Python main interpreter initialized at 0x556a13781810
compreface-core           | python threads support enabled
compreface-core           | your server socket listen backlog is limited to 100 connections
compreface-core           | your mercy for graceful operations on workers is 60 seconds
compreface-core           | mapped 218712 bytes (213 KB) for 2 cores
compreface-core           | *** Operational MODE: preforking ***
compreface-core           | {"severity": "DEBUG", "message": "Falling back to TensorFlow client; we recommended you install the Cloud TPU client directly with pip install cloud-tpu-client.", "request": null, "logger": "tensorflow", "module": "tpu_cluster_resolver", "traceback": "Traceback (most recent call last):\n  File \"/usr/local/lib/python3.8/site-packages/tensorflow/python/distribute/cluster_resolver/tpu_cluster_resolver.py\", line 32, in <module>\n    from cloud_tpu_client import client  # pylint: disable=g-import-not-at-top\nModuleNotFoundError: No module named 'cloud_tpu_client'\n", "build_version": "dev"}
compreface-core           | {"severity": "INFO", "message": "{'BUILD_VERSION': 'dev', 'CALCULATION_PLUGIN': 'facenet.Calculator', 'EXTRA_PLUGINS': ['facenet.LandmarksDetector', 'agegender.AgeDetector', 'agegender.GenderDetector', 'facenet.facemask.MaskDetector', 'facenet.PoseEstimator'], 'FACE_DETECTION_PLUGIN': 'facenet.FaceDetector', 'GPU_IDX': -1, 'IMG_LENGTH_LIMIT': 640, 'INTEL_OPTIMIZATION': False, 'IS_DEV_ENV': False, 'LOGGING_LEVEL_NAME': 'DEBUG', 'ML_PORT': 3000, 'RUN_MODE': True}", "request": null, "logger": "src.app", "module": "app", "traceback": null, "build_version": "dev"}
compreface-core           | {"severity": "DEBUG", "message": "Creating new app for WSGI", "request": null, "logger": "src.app", "module": "app", "traceback": null, "build_version": "dev"}
compreface-core           | WSGI app 0 (mountpoint='') ready in 3 seconds on interpreter 0x556a13781810 pid: 1 (default app)
compreface-core           | *** uWSGI is running in multiple interpreter mode ***
compreface-core           | spawned uWSGI master process (pid: 1)
compreface-core           | spawned uWSGI worker 1 (pid: 22, cores: 1)
compreface-core           | spawned uWSGI worker 2 (pid: 23, cores: 1)
compreface-core           | SIGINT/SIGQUIT received...killing workers...
compreface-core           | worker 1 buried after 1 seconds
compreface-core           | worker 2 buried after 1 seconds
compreface-core           | goodbye to uWSGI.
compreface-ui             | /docker-entrypoint.sh: /docker-entrypoint.d/ is not empty, will attempt to perform configuration
compreface-ui             | /docker-entrypoint.sh: Looking for shell scripts in /docker-entrypoint.d/
compreface-ui             | /docker-entrypoint.sh: Launching /docker-entrypoint.d/10-listen-on-ipv6-by-default.sh
compreface-ui             | 10-listen-on-ipv6-by-default.sh: info: /etc/nginx/conf.d/default.conf is not a file or does not exist
compreface-ui             | /docker-entrypoint.sh: Launching /docker-entrypoint.d/20-envsubst-on-templates.sh
compreface-ui             | 20-envsubst-on-templates.sh: Running envsubst on /etc/nginx/templates/nginx.conf.template to /etc/nginx/conf.d/nginx.conf
compreface-ui             | /docker-entrypoint.sh: Launching /docker-entrypoint.d/30-tune-worker-processes.sh
compreface-ui             | /docker-entrypoint.sh: Configuration complete; ready for start up
compreface-ui             | 192.168.1.204 - - [01/Jan/2025:20:18:22 +0000] "GET / HTTP/1.1" 200 1078 "-" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0"
compreface-ui             | 192.168.1.204 - - [01/Jan/2025:20:18:22 +0000] "GET /styles.7b70d6b4d311d52697eb.css HTTP/1.1" 200 12319 "http://frigate.trachenet:8000/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0"
compreface-ui             | 192.168.1.204 - - [01/Jan/2025:20:18:22 +0000] "GET /runtime-es2015.2f98b8256f9111c41ed5.js HTTP/1.1" 200 1397 "http://frigate.trachenet:8000/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0"
compreface-ui             | 192.168.1.204 - - [01/Jan/2025:20:18:22 +0000] "GET /polyfills-es2015.2da5f783f714f4c0074e.js HTTP/1.1" 200 12537 "http://frigate.trachenet:8000/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0"
compreface-ui             | 192.168.1.204 - - [01/Jan/2025:20:18:22 +0000] "GET /main-es2015.ee036b579cc361126068.js HTTP/1.1" 200 240507 "http://frigate.trachenet:8000/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0"
compreface-ui             | 192.168.1.204 - - [01/Jan/2025:20:18:22 +0000] "GET /assets/i18n/en.json?t=1735762702498 HTTP/1.1" 200 3977 "http://frigate.trachenet:8000/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0"
compreface-ui             | 192.168.1.204 - - [01/Jan/2025:20:18:22 +0000] "GET /common-es2015.1dc91cb5237cabf68a88.js HTTP/1.1" 200 4748 "http://frigate.trachenet:8000/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0"
compreface-ui             | 192.168.1.204 - - [01/Jan/2025:20:18:22 +0000] "GET /9-es2015.667f0258018000efe19b.js HTTP/1.1" 200 7209 "http://frigate.trachenet:8000/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0"
compreface-ui             | 192.168.1.204 - - [01/Jan/2025:20:18:22 +0000] "GET /assets/img/face-recognition-logo.svg HTTP/1.1" 200 7076 "http://frigate.trachenet:8000/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0"
compreface-ui             | 192.168.1.204 - - [01/Jan/2025:20:18:22 +0000] "GET /favicon.ico HTTP/1.1" 200 10313 "http://frigate.trachenet:8000/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0"
compreface-ui             | 192.168.1.204 - - [01/Jan/2025:20:18:22 +0000] "GET /admin/user/me HTTP/1.1" 401 113 "http://frigate.trachenet:8000/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0"
compreface-ui             | 192.168.1.204 - - [01/Jan/2025:20:18:22 +0000] "GET /12-es2015.04acbdc5287f2d1cf8c0.js HTTP/1.1" 200 3814 "http://frigate.trachenet:8000/" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0"
compreface-ui             | 192.168.1.204 - - [01/Jan/2025:20:18:23 +0000] "GET /admin/status HTTP/1.1" 200 46 "http://frigate.trachenet:8000/login?redirect=%2F" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0"
compreface-ui             | 192.168.1.204 - - [01/Jan/2025:20:18:23 +0000] "GET /assets/img/icons/check.svg HTTP/1.1" 200 172 "http://frigate.trachenet:8000/login?redirect=%2F" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.15; rv:133.0) Gecko/20100101 Firefox/133.0"
compreface-ui             | /docker-entrypoint.sh: /docker-entrypoint.d/ is not empty, will attempt to perform configuration
compreface-ui             | /docker-entrypoint.sh: Looking for shell scripts in /docker-entrypoint.d/
compreface-ui             | /docker-entrypoint.sh: Launching /docker-entrypoint.d/10-listen-on-ipv6-by-default.sh
compreface-ui             | 10-listen-on-ipv6-by-default.sh: info: /etc/nginx/conf.d/default.conf is not a file or does not exist
compreface-ui             | /docker-entrypoint.sh: Launching /docker-entrypoint.d/20-envsubst-on-templates.sh
compreface-ui             | 20-envsubst-on-templates.sh: Running envsubst on /etc/nginx/templates/nginx.conf.template to /etc/nginx/conf.d/nginx.conf
compreface-ui             | /docker-entrypoint.sh: Launching /docker-entrypoint.d/30-tune-worker-processes.sh
compreface-ui             | /docker-entrypoint.sh: Configuration complete; ready for start up

Additional context

I'm giving the LXC 8 core of i7-4770 CPU @ 3.40GHz and the GPU is a GeFORCE RTX 3060. Is this enough?

root@TracheNodeB:~# nvidia-smi
Wed Jan  1 15:31:03 2025       
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 550.142                Driver Version: 550.142        CUDA Version: 12.4     |
|-----------------------------------------+------------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
|                                         |                        |               MIG M. |
|=========================================+========================+======================|
|   0  NVIDIA GeForce RTX 3050        On  |   00000000:01:00.0 Off |                  N/A |
| 30%   45C    P2             23W /   70W |     286MiB /   6144MiB |      8%      Default |
|                                         |                        |                  N/A |
+-----------------------------------------+------------------------+----------------------+
                                                                                         
+-----------------------------------------------------------------------------------------+
| Processes:                                                                              |
|  GPU   GI   CI        PID   Type   Process name                              GPU Memory |
|        ID   ID                                                               Usage      |
|=========================================================================================|
|    0   N/A  N/A   2175541      C   frigate.detector.tensorrt                     170MiB |
|    0   N/A  N/A   2175706      C   ffmpeg                                        107MiB |
+-----------------------------------------------------------------------------------------+

Here's my config file, is there anything I can do to offload efforts to my GPU?

root@frigate:/opt/compreface# cat docker-compose.yml
version: '3.4'

volumes:
  postgres-data:

services:
  compreface-postgres-db:
    image: ${registry}compreface-postgres-db:${POSTGRES_VERSION}
    restart: always
    container_name: "compreface-postgres-db"
    environment:
      - POSTGRES_USER=${postgres_username}
      - POSTGRES_PASSWORD=${postgres_password}
      - POSTGRES_DB=${postgres_db}
    volumes:
      - postgres-data:/var/lib/postgresql/data

  compreface-admin:
    image: ${registry}compreface-admin:${ADMIN_VERSION}
    restart: always
    container_name: "compreface-admin"
    environment:
      - POSTGRES_USER=${postgres_username}
      - POSTGRES_PASSWORD=${postgres_password}
      - POSTGRES_URL=jdbc:postgresql://${postgres_domain}:${postgres_port}/${postgres_db}
      - SPRING_PROFILES_ACTIVE=dev
      - ENABLE_EMAIL_SERVER=${enable_email_server}
      - EMAIL_HOST=${email_host}
      - EMAIL_USERNAME=${email_username}
      - EMAIL_FROM=${email_from}
      - EMAIL_PASSWORD=${email_password}
      - ADMIN_JAVA_OPTS=${compreface_admin_java_options}
      - MAX_FILE_SIZE=${max_file_size}
      - MAX_REQUEST_SIZE=${max_request_size}B
    depends_on:
      - compreface-postgres-db
      - compreface-api

  compreface-api:
    image: ${registry}compreface-api:${API_VERSION}
    restart: always
    container_name: "compreface-api"
    depends_on:
      - compreface-postgres-db
    environment:
      - POSTGRES_USER=${postgres_username}
      - POSTGRES_PASSWORD=${postgres_password}
      - POSTGRES_URL=jdbc:postgresql://${postgres_domain}:${postgres_port}/${postgres_db}
      - SPRING_PROFILES_ACTIVE=dev
      - API_JAVA_OPTS=${compreface_api_java_options}
      - SAVE_IMAGES_TO_DB=${save_images_to_db}
      - MAX_FILE_SIZE=${max_file_size}
      - MAX_REQUEST_SIZE=${max_request_size}B
      - CONNECTION_TIMEOUT=${connection_timeout:-10000}
      - READ_TIMEOUT=${read_timeout:-60000}

  compreface-fe:
    image: ${registry}compreface-fe:${FE_VERSION}
    restart: always
    container_name: "compreface-ui"
    ports:
      - "8000:80"
    depends_on:
      - compreface-api
      - compreface-admin
    environment:
      - CLIENT_MAX_BODY_SIZE=${max_request_size}
      - PROXY_READ_TIMEOUT=${read_timeout:-60000}ms
      - PROXY_CONNECT_TIMEOUT=${connection_timeout:-10000}ms

  compreface-core:
    image: ${registry}compreface-core:${CORE_VERSION}
    restart: always
    container_name: "compreface-core"
    runtime: nvidia
    environment:
      - ML_PORT=3000
      - IMG_LENGTH_LIMIT=${max_detect_size}
      - UWSGI_PROCESSES=${uwsgi_processes:-1}
      - UWSGI_THREADS=${uwsgi_threads:-1}

Add any other context about the problem here.
@Jsalas424
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Jsalas424 commented Jan 1, 2025 •
edited
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Performance plots when I start the container

image

@Jsalas424
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Jsalas424 commented Jan 1, 2025 •
edited
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It does look like CompreFace is using my GPU but it's still locking up my CPU. This is using the docker-compose.yml from the Master Branch

root@Server:~# nvidia-smi
Wed Jan  1 15:58:55 2025       
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 550.142                Driver Version: 550.142        CUDA Version: 12.4     |
|-----------------------------------------+------------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
|                                         |                        |               MIG M. |
|=========================================+========================+======================|
|   0  NVIDIA GeForce RTX 3050        On  |   00000000:01:00.0 Off |                  N/A |
| 30%   39C    P8             10W /   70W |     366MiB /   6144MiB |      0%      Default |
|                                         |                        |                  N/A |
+-----------------------------------------+------------------------+----------------------+
                                                                                         
+-----------------------------------------------------------------------------------------+
| Processes:                                                                              |
|  GPU   GI   CI        PID   Type   Process name                              GPU Memory |
|        ID   ID                                                               Usage      |
|=========================================================================================|
|    0   N/A  N/A   2191813      C   frigate.detector.tensorrt                     170MiB |
|    0   N/A  N/A   2191907      C   ffmpeg                                        107MiB |
|    0   N/A  N/A   2194835      C   uwsgi                                          78MiB |
+-----------------------------------------------------------------------------------------+

Is my CPU just inadequate?

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