Implement a polynomial kernel method to estimate the spectral density of complex networks

stdogpkg / stdog

The main goal of StDoG is to provide a package which can be used to study dynamical and structural properties (like spectra) on graphs with a large number of vertices.

https://stdog.readthedocs.io

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Implement a polynomial kernel method to estimate the spectral density of complex networks #12

Closed devmessias closed 5 years ago

devmessias commented 5 years ago

[ ] GPU (tensorflow) version
[x] Numpy
[ ] Cython?

devmessias commented 5 years ago

Aparentemente existe um bug relacionado com o paralellismo do tf.map_fn em GPU https://github.com/tensorflow/tensorflow/issues/14623 https://github.com/tensorflow/tensorflow/issues/24774 Enquanto em CPU eu consigo o paralelismo em GPU não

devmessias commented 5 years ago

Uma possibilidade para contornar o bug do paralelismo é usar operações matriciais para defini-lo, ao invés de tf.map_fn

devmessias commented 5 years ago

See 819e84c4d295ffd1044994fa75d16