Yarn of hadoop 3.1.1 can't schedule GPU resource

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I have installed Hadoop 3.1.1 which supports GPU resources. And I configured it according to the official document . However, when I run the word count program with a 800M+ file, the GPU finding resource never are used; at the same time the program works well using memory and vcores(CPU).



All the Prerequisites listed in official document are met: GPU device,CUDA,cgoup etc. GPU works well when I run the docker but Hadoop 3.



Follow are the configuration files:



Resource Type:
enter image description here



capacity-scheduler.xml,other property as default
enter image description here



yarn-site.xml
enter image description here



container-executor.cfg
enter image description here






hadoop gpu hadoop3







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I have installed Hadoop 3.1.1 which supports GPU resources. And I configured it according to the official document . However, when I run the word count program with a 800M+ file, the GPU finding resource never are used; at the same time the program works well using memory and vcores(CPU).



All the Prerequisites listed in official document are met: GPU device,CUDA,cgoup etc. GPU works well when I run the docker but Hadoop 3.



Follow are the configuration files:



Resource Type:
enter image description here



capacity-scheduler.xml,other property as default
enter image description here



yarn-site.xml
enter image description here



container-executor.cfg
enter image description here






hadoop gpu hadoop3







share|improve this question









New contributor




Vic is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.




















  • Learn how to use code block
    – 蕭為元
    Nov 5 at 2:15










  • ok, I will use it next question. thx.
    – Vic
    Nov 5 at 2:39













up vote
1
down vote

favorite
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up vote
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down vote

favorite
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I have installed Hadoop 3.1.1 which supports GPU resources. And I configured it according to the official document . However, when I run the word count program with a 800M+ file, the GPU finding resource never are used; at the same time the program works well using memory and vcores(CPU).



All the Prerequisites listed in official document are met: GPU device,CUDA,cgoup etc. GPU works well when I run the docker but Hadoop 3.



Follow are the configuration files:



Resource Type:
enter image description here



capacity-scheduler.xml,other property as default
enter image description here



yarn-site.xml
enter image description here



container-executor.cfg
enter image description here






hadoop gpu hadoop3







share|improve this question









New contributor




Vic is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.











I have installed Hadoop 3.1.1 which supports GPU resources. And I configured it according to the official document . However, when I run the word count program with a 800M+ file, the GPU finding resource never are used; at the same time the program works well using memory and vcores(CPU).



All the Prerequisites listed in official document are met: GPU device,CUDA,cgoup etc. GPU works well when I run the docker but Hadoop 3.



Follow are the configuration files:



Resource Type:
enter image description here



capacity-scheduler.xml,other property as default
enter image description here



yarn-site.xml
enter image description here



container-executor.cfg
enter image description here






hadoop gpu hadoop3




hadoop gpu hadoop3






share|improve this question









New contributor




Vic is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.











share|improve this question









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edited yesterday









tk421

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asked Nov 5 at 2:07









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  • Learn how to use code block
    – 蕭為元
    Nov 5 at 2:15










  • ok, I will use it next question. thx.
    – Vic
    Nov 5 at 2:39


















  • Learn how to use code block
    – 蕭為元
    Nov 5 at 2:15










  • ok, I will use it next question. thx.
    – Vic
    Nov 5 at 2:39
















Learn how to use code block
– 蕭為元
Nov 5 at 2:15




Learn how to use code block
– 蕭為元
Nov 5 at 2:15












ok, I will use it next question. thx.
– Vic
Nov 5 at 2:39




ok, I will use it next question. thx.
– Vic
Nov 5 at 2:39

















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