Collapsed CNN: deep model GPU-training optimizations

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Peter Kolosov

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Jun 26, 2022, 4:02:01 PM6/26/22
to TensorFlow Lite
Sorry for my Google English.

Some simple ideas to model optimization with base TensorFlow training:

1) weights pruning with interchannel correlations approximation 
2) spectral dropout
3) imitation/surrogate learning

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