ValidationPhase

			ValidationPhase()

A regular validation phase. It iterates over batches in learner.data.validation and performs a forward pass.

Throws the following events: EpochBegin , StepBegin , LossBegin , StepEnd , EpochEnd .

Throws the following events in this order:

• EpochBegin when an epoch starts,

• StepBegin when a step starts,

• LossBegin after the forward pass but before loss calculation,

• StepEnd when a step ends; and

• EpochEnd when an epoch ends

It writes the following step state to learner.state, grouped by the event from which on it is available.

• StepBegin:

  • xs and ys: encoded input and target (batch)

• LossBegin:

  • ŷs: model output

• StepEnd:

  • loss: loss