noether.core.schemas.trackers

Attributes

AnyTracker

Classes

WandBTrackerSchema
TrackioTrackerSchema	Schema for TrackioTracker configuration.
TensorboardTrackerSchema	Schema for TensorboardTracker configuration.

Module Contents

class noether.core.schemas.trackers.WandBTrackerSchema(/, **data)

Bases: pydantic.BaseModel

Parameters:

data (Any)

kind: Literal['noether.core.trackers.WandBTracker'] = None

entity: str | None = None

The entity name for the W&B project.

project: str | None = None

The project name for the W&B project.

mode: Literal['disabled', 'online', 'offline'] | None = None

he mode of W&B. Can be ‘disabled’, ‘online’, or ‘offline’.

class noether.core.schemas.trackers.TrackioTrackerSchema(/, **data)

Bases: pydantic.BaseModel

Schema for TrackioTracker configuration.

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

Parameters:

data (Any)

kind: Literal['noether.core.trackers.TrackioTracker'] = None

project: str

The project name for the Trackio project.

space_id: str | None = None

The HuggingFace space ID where to store the Trackio data.

class noether.core.schemas.trackers.TensorboardTrackerSchema(/, **data)

Bases: pydantic.BaseModel

Schema for TensorboardTracker configuration.

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

Parameters:

data (Any)

kind: Literal['noether.core.trackers.TensorboardTracker'] = None

log_dir: str = None

The base directory where TensorBoard event files will be stored.

flush_secs: int = None

How often, in seconds, to flush the pending events to disk.

noether.core.schemas.trackers.AnyTracker