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andrei-stoian-zama avatar andrei-stoian-zama commented on May 19, 2024

Most likely your are running out of memory. Compilation may require large amounts of memory and you can check that for example with the htop tool or your System Monitor program. Check if you see a rising amount of memory being used quickly going to 100% and then a crash. How much RAM do you have on your machine ?

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maxwellgodv avatar maxwellgodv commented on May 19, 2024

16

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maxwellgodv avatar maxwellgodv commented on May 19, 2024

How much RAM do I need?

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fd0r avatar fd0r commented on May 19, 2024

It's hard to say and depends on multiple factors.
Mainly the complexity of your model and the size of the dataset that you use to compile your model.

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andrei-stoian-zama avatar andrei-stoian-zama commented on May 19, 2024

16GB might not be enough for CIFAR, but the test I suggested in my previous reply should help you determine if you're running into memory issues

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maxwellgodv avatar maxwellgodv commented on May 19, 2024

16GB might not be enough for CIFAR, but the test I suggested in my previous reply should help you determine if you're running into memory issues

yes, it is memory issues.If I use the image size of 3 * 224 * 224, how much RAM would I need?

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maxwellgodv avatar maxwellgodv commented on May 19, 2024

It's hard to say and depends on multiple factors. Mainly the complexity of your model and the size of the dataset that you use to compile your model.

If I use the image size of 3 * 224 * 224, how much RAM would I need?

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andrei-stoian-zama avatar andrei-stoian-zama commented on May 19, 2024

That image size might require much more than 16GB, I think you may get away with 32GB for an image oe 3x32x32.

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