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Memory error #29

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AlexMuresan opened this issue Mar 23, 2019 · 3 comments
Open

Memory error #29

AlexMuresan opened this issue Mar 23, 2019 · 3 comments

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@AlexMuresan
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I'm trying to train the model on a machine with i5-6200U and 8GB of RAM.
When I start the training the memory fills up to 80% then I get a memory error.
I tried using the batch_size=1 but it didn't help.
@AlexMuresan
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I also tried running it on google colab and it crashed with "your session crashed after using all available RAM". Would it be possible to do the training on batches? I'm suspecting the issue comes from loading all the data in memory.

@Everbeast
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I also tried running it on google colab and it crashed with "your session crashed after using all available RAM". Would it be possible to do the training on batches? I'm suspecting the issue comes from loading all the data in memory.

have you solved the problem?

@AlexMuresan
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What I eventually did was train on two 2070ti. That way everything went smoothly. But that's not really a solution for this issue. Sorry!

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@AlexMuresan @Everbeast