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Source code for finetuner.tuner.state

from dataclasses import dataclass, field
from typing import Dict


@dataclass
class TunerState:
    """A data container representing information on the current run."""

    num_epochs: int = 0
    epoch: int = 0

    num_batches_train: int = 0
    num_batches_val: int = 0

    batch_index: int = 0
    current_loss: float = 0.0

    eval_metrics: Dict[str, float] = field(default_factory=lambda: {})
    learning_rates: Dict[str, float] = field(default_factory=lambda: {})