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Bugfix/#19799 be able to parse save_last of ModelCheckpoint from cli #19808

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4 changes: 2 additions & 2 deletions src/lightning/pytorch/callbacks/model_checkpoint.py
Expand Up @@ -27,7 +27,7 @@
from copy import deepcopy
from datetime import timedelta
from pathlib import Path
from typing import Any, Dict, Literal, Optional, Set
from typing import Any, Dict, Literal, Optional, Set, Union
from weakref import proxy

import torch
Expand Down Expand Up @@ -216,7 +216,7 @@ def __init__(
filename: Optional[str] = None,
monitor: Optional[str] = None,
verbose: bool = False,
save_last: Optional[Literal[True, False, "link"]] = None,
save_last: Optional[Union[bool, Literal["link"]]] = None,
save_top_k: int = 1,
save_weights_only: bool = False,
mode: str = "min",
Expand Down
22 changes: 22 additions & 0 deletions tests/tests_pytorch/checkpointing/test_model_checkpoint.py
Expand Up @@ -18,6 +18,7 @@
import time
from argparse import Namespace
from datetime import timedelta
from inspect import signature
from pathlib import Path
from typing import Union
from unittest import mock
Expand All @@ -28,6 +29,7 @@
import pytest
import torch
import yaml
from jsonargparse import ArgumentParser
from lightning.fabric.utilities.cloud_io import _load as pl_load
from lightning.pytorch import Trainer, seed_everything
from lightning.pytorch.callbacks import ModelCheckpoint
Expand All @@ -43,6 +45,26 @@
from omegaconf import Container, OmegaConf


@pytest.mark.parametrize(
("val", "expected"),
[
("yes", True),
("True", True),
("true", True),
("no", False),
("false", False),
("False", False),
("link", "link"),
],
)
def test_save_last_cli(val, expected):
annot = signature(ModelCheckpoint).parameters["save_last"].annotation
parser = ArgumentParser()
parser.add_argument("--a", type=annot)
args = parser.parse_args(["--a", val])
assert args.a == expected


def test_model_checkpoint_state_key():
early_stopping = ModelCheckpoint(monitor="val_loss")
expected_id = (
Expand Down