singa-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "wangwei (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (SINGA-175) Add memory management APIs and implement a subclass using CNMeM
Date Thu, 19 May 2016 10:00:17 GMT

     [ https://issues.apache.org/jira/browse/SINGA-175?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

wangwei updated SINGA-175:
--------------------------
    Summary: Add memory management APIs and implement a subclass using CNMeM  (was: Add memory
manange API and implement a subclass using CNMeM)

> Add memory management APIs and implement a subclass using CNMeM
> ---------------------------------------------------------------
>
>                 Key: SINGA-175
>                 URL: https://issues.apache.org/jira/browse/SINGA-175
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: wangwei
>
> We have associated each Tensor associated with a reference counter for garbage collection.
Tensor is then can be used without worrying about memory leak.
> To avoid frequently malloc/free gpu or cpu memory due to Tensor creation and deletion,
we need a memory pool. This ticket is going to create a memory manager that manages a memory
pool for each device.
> Particularly, we will implement a specific memory manager using the https://github.com/NVIDIA/cnmem
for CudaGPU devices.



--
This message was sent by Atlassian JIRA
(v6.3.4#6332)

Mime
View raw message