[BUG]During the process of the train, it occurs the problem of OOM

[shanyun123456]

Description

Hi, @soumyadeepdey
When I use your code to train a model in gpu, it seems always occer the problem of OOM.
The batchsize is 1, other parameters haven't changed.
Please check it,thanks

In which platform does it happen?

linux gpu

How do we replicate the issue?

You can use the command python3 sample_train.py, you can replicate the issue.

Expected behavior (i.e. solution)

Other Comment

s

[soumyadeepdey]

What is the memory size of the GPU you are using?

…

On Thu, Oct 14, 2021, 1:52 PM shanyun123456 ***@***.***> wrote: Description Hi, @soumyadeepdey <https://github.com/soumyadeepdey> When I use your code to train a model in gpu, it seems always occer the problem of OOM. The batchsize is 1, other parameters haven't changed. Please check it,thanks In which platform does it happen? linux gpu How do we replicate the issue? You can use the command python3 sample_train.py, you can replicate the issue. Expected behavior (i.e. solution) Other Comment [image: 截屏2021-10-14 下午2 18 37] <https://user-images.githubusercontent.com/88327139/137262946-737e0f53-b5f6-44b7-832b-0952a573c60a.png> s [image: 截屏2021-10-14 下午2 19 49] <https://user-images.githubusercontent.com/88327139/137262993-ca07462d-b265-4146-a7aa-65ecfea1972b.png> — You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub <#661>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/ADDWKP32VW32O5WQUHPUJY3UG2HLLANCNFSM5F7BOQPA> . Triage notifications on the go with GitHub Mobile for iOS <https://apps.apple.com/app/apple-store/id1477376905?ct=notification-email&mt=8&pt=524675> or Android <https://play.google.com/store/apps/details?id=com.github.android&referrer=utm_campaign%3Dnotification-email%26utm_medium%3Demail%26utm_source%3Dgithub>.

[shanyun123456]

Hi,
the memory size of my gpu is about 29g
It's V100 gpu

[soumyadeepdey]

Hello, I also used the same gpu, but never faced OOM error. However, you can add these two lines to your code to reduce the memory footprint. os.environ["CUDA_VISIBLE_DEVICES"]='0' gpu_devices = tf.config.experimental.list_physical_devices('GPU') tf.config.experimental.set_memory_growth(gpu_devices[0], True) Thanks Soumyadeep

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On Sat, Oct 16, 2021 at 7:35 PM shanyun123456 ***@***.***> wrote: Hi, the memory size of my gpu is about 29g It's V100 gpu — You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub <#661 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/ADDWKPZYHPPYA6F535DRKBLUHGBBNANCNFSM5F7BOQPA> . Triage notifications on the go with GitHub Mobile for iOS <https://apps.apple.com/app/apple-store/id1477376905?ct=notification-email&mt=8&pt=524675> or Android <https://play.google.com/store/apps/details?id=com.github.android&referrer=utm_campaign%3Dnotification-email%26utm_medium%3Demail%26utm_source%3Dgithub>.

-- ------------------------------------------------------------------------------------------------------------------------------------------ Thanks and Regards Soumyadeep Dey mob no : *+919433715948*

[dongcin]

I also meet the issue

[soumyadeepdey]

What is input image size and batch size you are using?

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On Mon, Mar 28, 2022, 1:52 PM dongcin ***@***.***> wrote: I also meet the issue — Reply to this email directly, view it on GitHub <#661 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/ADDWKPYENUDK6UWB4VLC6SDVCFT2VANCNFSM5F7BOQPA> . You are receiving this because you were mentioned.Message ID: ***@***.***>

[soumyadeepdey]

Did you try the previous solutions?

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On Sun, May 5, 2024 at 12:36 PM Kdjhsa ***@***.***> wrote: I meet the issue too — Reply to this email directly, view it on GitHub <#661 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/ADDWKPZZV3AA2TO5FMVXSP3ZAXK5VAVCNFSM5F7BOQPKU5DIOJSWCZC7NNSXTN2JONZXKZKDN5WW2ZLOOQ5TEMBZGQ3DKOJSGU2A> . You are receiving this because you were mentioned.Message ID: ***@***.***>

-- ------------------------------------------------------------------------------------------------------------------------------------------ Thanks and Regards Soumyadeep Dey mob no : *+919433715948*