composer.algorithms.algorithm_registry#

composer.algorithms.algorithm_registry

Functions

`get_algorithm`	composer.algorithms.algorithm_registry.get_algorithm
`get_algorithm_registry`	composer.algorithms.algorithm_registry.get_algorithm_registry
`list_algorithms`	composer.algorithms.algorithm_registry.list_algorithms

Classes

Base class for algorithms.

Hparams

These classes are used with yahp for YAML-based configuration.

`AGCHparams`	See `AGC`
`AlgorithmHparams`	Hyperparameters for algorithms.
`AlibiHparams`	See `Alibi`
`AugMixHparams`	See `AugMix`
`BlurPoolHparams`	See `BlurPool`
`ChannelsLastHparams`	ChannelsLast has no hyperparameters, so this class has no member variables.
`ColOutHparams`	See `ColOut`
`CutMixHparams`	See `CutMix`
`CutOutHparams`	See `CutOut`
`EMAHparams`	See `EMA`
`FactorizeHparams`	See `Factorize`
`GhostBatchNormHparams`	See `GhostBatchNorm`
`LabelSmoothingHparams`	See `LabelSmoothing`
`LayerFreezingHparams`	See `LayerFreezing`
`MixUpHparams`	See `MixUp`
`NoOpModelHparams`	composer.algorithms.hparams.NoOpModelHparams
`ProgressiveResizingHparams`	See `ProgressiveResizing`
`RandAugmentHparams`	See `RandAugment`
`SAMHparams`	See `SAM`
`SWAHparams`	See `SWA`
`ScaleScheduleHparams`	See `ScaleSchedule`
`SelectiveBackpropHparams`	See `SelectiveBackprop`
`SeqLengthWarmupHparams`	composer.algorithms.hparams.SeqLengthWarmupHparams
`SqueezeExciteHparams`	See `SqueezeExcite`
`StochasticDepthHparams`	See `StochasticDepth`

Attributes