-
Notifications
You must be signed in to change notification settings - Fork 7.8k
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
OOM on a GTX 1060 with 6Gb of VRAM on CUDA 11.1 and cuDNN 8.04 on Ubuntu #2008
Comments
Never mind , I will try v1.6.0 on CUDA 10.1 and CuDNN 7.6 and see if the memory use is better it runs with --network_resolution "-1x128" but it is jittery |
Try turn of blending |
Still got out of memory after turning off blending by --disable_blending |
Try cudnn 7.x, don't remember exact version. |
Thanks,it seems like no suitable cuda+cudnn 7x for ubuntu 21.04.Any clue about this huge memory consumptions. |
well nvidia cudnn 8.x currently supported to 20.04. you are using an unsupported OS. |
You need to choose an older version of gcc/g++ to be compatible with nvcc in cudnn 7.x and cuda 10.x if you have an ampere card with only 6Gb of VRAM you might be in dire straits. |
Anyone know the inside problem which cause such bigger memory comsuption? |
This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions. |
Our setup with Openpose 1.5.1 uses <2gb (cuda 10.1.105, cudnn 7.6) |
Issue Summary
Fresh build from the main branch is OOMing , yet almost 6Gb of VRAM is available
Memory
No missing libraries
Executed Command (if any)
Note: add
--logging_level 0 --disable_multi_thread
to get higher debug information.OpenPose Output (if any)
Errors (if any)
OOM
Type of Issue
Select the topic(s) on your post, delete the rest:
Your System Configuration
OpenPose version: Latest GitHub code? latest b1cb2b6
General configuration:
Installation mode: CMake, Linux Makefile
Operating system (
lsb_release -a
in Ubuntu):Distributor ID: Ubuntu
Description: Ubuntu 20.04.2 LTS
Release: 20.04
Codename: focal
Operating system version : Ubuntu 20.04.2 LTS
Release or Debug mode: Release
Compiler : gcc version 9.3.0 (Ubuntu 9.3.0-17ubuntu1~20.04)
Non-default settings:
All default
3rd-party software:
apt-get install libopencv-dev
If GPU mode issue:
nvidia-smi
in Ubuntu): Geforce GTX 1060 6GbIf CPU-only mode issue:
If Python API:
If Windows system:
If speed performance issue:
The text was updated successfully, but these errors were encountered: