DisjointMultitaskDataHandler.Config

Component: DisjointMultitaskDataHandler

class DisjointMultitaskDataHandler.Config[source]

Bases: DataHandler.Config

Configuration class for DisjointMultitaskDataHandler.

epoch_size

Optional[int] – Size of epoch in number of batches. If not set do a single pass over the training data.

All Attributes (including base classes)

columns_to_read: List[str] = []
shuffle: bool = True
sort_within_batch: bool = True
train_path: str = 'train.tsv'
eval_path: str = 'eval.tsv'
test_path: str = 'test.tsv'
train_batch_size: int = 128
eval_batch_size: int = 128
test_batch_size: int = 128
epoch_size: Optional[int] = 10

Default JSON

{
    "columns_to_read": [],
    "shuffle": true,
    "sort_within_batch": true,
    "train_path": "train.tsv",
    "eval_path": "eval.tsv",
    "test_path": "test.tsv",
    "train_batch_size": 128,
    "eval_batch_size": 128,
    "test_batch_size": 128,
    "epoch_size": 10
}