Python API

Python API for deep learning. More...

Classes
class	IOUtils
	Class provides the following utility functions: More...
class	CoverageEnvUtils
	Class for utility functions for coverage environment. More...
class	DataLoaderUtils
	Class to provide utility functions to load tensors and configuration files. More...
class	LocalMapCNNDataset
	Dataset for CNN training. More...
class	CNNGNNDataset
	Dataset for hybrid CNN-GNN training. More...
class	VoronoiGNNDataset
	Dataset for non-hybrid GNN training. More...
class	CNN
	Implements an architecture consisting of a multi-layer CNN followed by an MLP, according to parameters specified in the input config. More...
class	CNNBackBone
	Implements a multi-layer convolutional neural network, with leaky-ReLU non-linearities between layers, according to hyperparameters specified in the config. More...
class	GNNBackBone
	Implements a GNN architecture, according to hyperparameters specified in the input config. More...
class	LPAC
	LPAC neural network architecture. More...
class	TrainModel
	Train a model using pytorch. More...

Detailed Description

Python API for deep learning.