RegNet

The RegNet model is based on the Designing Network Design Spaces paper.

Model builders

The following model builders can be used to instantiate a RegNet model, with or without pre-trained weights. All the model builders internally rely on the torchvision.models.regnet.RegNet base class. Please refer to the source code for more details about this class.

regnet_y_400mf(*[, weights, progress])	Constructs a RegNetY_400MF architecture from Designing Network Design Spaces.
regnet_y_800mf(*[, weights, progress])	Constructs a RegNetY_800MF architecture from Designing Network Design Spaces.
regnet_y_1_6gf(*[, weights, progress])	Constructs a RegNetY_1.6GF architecture from Designing Network Design Spaces.
regnet_y_3_2gf(*[, weights, progress])	Constructs a RegNetY_3.2GF architecture from Designing Network Design Spaces.
regnet_y_8gf(*[, weights, progress])	Constructs a RegNetY_8GF architecture from Designing Network Design Spaces.
regnet_y_16gf(*[, weights, progress])	Constructs a RegNetY_16GF architecture from Designing Network Design Spaces.
regnet_y_32gf(*[, weights, progress])	Constructs a RegNetY_32GF architecture from Designing Network Design Spaces.
regnet_y_128gf(*[, weights, progress])	Constructs a RegNetY_128GF architecture from Designing Network Design Spaces.
regnet_x_400mf(*[, weights, progress])	Constructs a RegNetX_400MF architecture from Designing Network Design Spaces.
regnet_x_800mf(*[, weights, progress])	Constructs a RegNetX_800MF architecture from Designing Network Design Spaces.
regnet_x_1_6gf(*[, weights, progress])	Constructs a RegNetX_1.6GF architecture from Designing Network Design Spaces.
regnet_x_3_2gf(*[, weights, progress])	Constructs a RegNetX_3.2GF architecture from Designing Network Design Spaces.
regnet_x_8gf(*[, weights, progress])	Constructs a RegNetX_8GF architecture from Designing Network Design Spaces.
regnet_x_16gf(*[, weights, progress])	Constructs a RegNetX_16GF architecture from Designing Network Design Spaces.
regnet_x_32gf(*[, weights, progress])	Constructs a RegNetX_32GF architecture from Designing Network Design Spaces.