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Is it possible to provide the code generated by different model variants with different hyperparameter configurations

Open mhqmhy opened this issue 2 years ago • 2 comments

Networks with different kernel size, stride, padding, etc. configurations and their execution time label

mhqmhy avatar Sep 06 '22 02:09 mhqmhy

Thanks for your interest in Habitat!

Can you clarify what you mean exactly by "code generated by different model variants"?

geoffxy avatar Sep 07 '22 21:09 geoffxy

It's the code that collects the dataset. For networks with different configurations (different kernel size, batch size , channel size, etc.), how their execution time label are collected

mhqmhy avatar Nov 03 '22 13:11 mhqmhy

The code we used to collect the training data is under the tools/recording/ subdirectory. For example, you can see how the Conv2d training data was collected here. You should be able to modify that code if you want to collect training data for a different operation or with different configurations.

geoffxy avatar Nov 26 '22 04:11 geoffxy