How Are Convolutions Actually Performed Under the Hood?
2 simple tricks that PyTorch & TensorFlow use to speed up convolutions.
Published in
9 min readDec 13, 2019
Convolutions have become a fundamental part of modern neural networks because of their ability to capture local information and reduce the number of parameters with weight sharing. Since almost all vision-based models (and a few NLP-models) use…
