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Amount of RAM needed? #13

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cercata opened this issue Dec 19, 2017 · 2 comments
Open

Amount of RAM needed? #13

cercata opened this issue Dec 19, 2017 · 2 comments

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@cercata
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cercata commented Dec 19, 2017

I'm trying to train the network with the example provided, and it crashes with this error:

"Resource exhausted: OOM when allocating tensor with shape"

Python reached 3.7GB, and my compute has 8GB, had a peak of 9.8GB used.

I'm using Tensor Flow on CPU, How Much RAM is needed ?
@ghost
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ghost commented Dec 24, 2017

It depends on the dataset. Maybe your images have a high resolution. Try scaling them down.

@Rnijland
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Rnijland commented Jan 25, 2018 •
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Fixed it, the model.py has a formula that allocates 8gb ram. Probably someone with a 1080gtx made it.

Cant paste the right code here, as star symbols wont show... Follow This:

https://pastebin.com/7dyWECmT

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@cercata @Rnijland