draugr.torch_utilities¶

# Torch Utilities

  • Dataset utilities

  • Distribution

  • Model parameter freezing

  • Image tensor channels conversions

  • Baseline model parameter initialisations

  • Optimisation learning rate schedulers

  • Model persistence

  • Tensor tooling, creation, normalisation, reshaping…

  • Model parameter cloning and soft-updates

  • Cuda device tooling, automatic selection of target compute device and global handle

Modules

draugr.torch_utilities.architectures

draugr.torch_utilities.datasets

Created on 09/10/2019

draugr.torch_utilities.distributions

Created on 09/10/2019 # Pytorch Distributions

draugr.torch_utilities.evaluation

Created on 02-12-2020 # Evaluation

draugr.torch_utilities.exporting

draugr.torch_utilities.generators

Created on 17/03/2020

draugr.torch_utilities.images

Created on 09/10/2019

draugr.torch_utilities.opencv

draugr.torch_utilities.operations

Created on 23/07/2020

draugr.torch_utilities.optimisation

Created on 15/02/2020 # Pytorch Optimisation

draugr.torch_utilities.persistence

# Pytorch Persistence

draugr.torch_utilities.sessions

Created on 11/05/2020

draugr.torch_utilities.system

Created on 21/02/2020 # Pytorch system utilities

draugr.torch_utilities.tensors

Created on 21/02/2020 # Pytorch Tensors

draugr.torch_utilities.writers

Created on 18/03/2020