feature-training

provider(?)

feature-training/org.pointyware.disco.training.entities/Measurement

Measurement

sealed class Measurement<T : Any>

Measurements can be taken from just about any part of a system.

They fall into three categories:

Given information, such as model parameters, inputs, targets, etc.
Intermediate information, a.k.a. calculations, such as pre-activations, activations, derivatives, loss, gradients, etc.
Analytical information, a.k.a. calculations on calculations, such as

Inheritors

Types

class Analytical<T : Any>(val label: String, key: ComputationKey<T>) : Measurement<T>

Collects analytical information for an epoch.

class Given<T : Any>(val label: String, key: ComputationKey<T>) : Measurement<T>

Collects the parameters of the model for an epoch.

class Intermediate<T : Any>(val label: String, key: ComputationKey<T>) : Measurement<T>

Collects intermediate information for an epoch.

Properties

val key: ComputationKey<T>