kosmos.ml.sl_result

Classes

class SLIterationResult

Bases: abc.ABC

Result of a supervised learning iteration.

loss

Mean loss value over the iteration.

Type:

float

metrics

Evaluation metrics for the iteration.

Type:

SLMetrics


class SLTrainIterationResult

Bases: SLIterationResult

Result of a supervised learning training iteration.

loss

Mean loss value over the iteration.

Type:

float

metrics

Evaluation metrics for the iteration.

Type:

SLMetrics

epoch

Epoch index corresponding to this iteration.

Type:

int

fl_round

Federated learning round index corresponding to this iteration. Defaults to None.

Type:

int | None

node

The node corresponding to this iteration. Defaults to None.

Type:

Node | None


class SLTestIterationResult

Bases: SLIterationResult

Result of a supervised learning test iteration.

loss

Mean loss value over the iteration.

Type:

float

metrics

Evaluation metrics for the iteration.

Type:

SLMetrics