numenta / nupic.research

Experimental algorithms. Unsupported.
https://nupicresearch.readthedocs.io
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Optimize GaussianDataset init and evaluation time #478

Closed subutai closed 3 years ago

subutai commented 3 years ago

On my laptop this reduces the GaussianDataset init time by a factor of 10, from 142 seconds down to 14 seconds.

Introduced validation_examples_per_class as well as option to not evaluate all previous tasks at every training epoch. All this makes the full experiment much faster to run.