lightning/pytorch_lightning/root_module/model_saving.py

35 lines
890 B
Python

class ModelIO(object):
def on_load_checkpoint(self, checkpoint):
"""
Do something with the checkpoint
Gives model a chance to load something before state_dict is restored
:param checkpoint:
:return:
"""
pass
def on_save_checkpoint(self, checkpoint):
"""
Give the model a chance to add something to the checkpoint.
state_dict is already there
"""
pass
# -------------------------
# OPTIONAL HOOKS
# -------------------------
def on_hpc_save(self, checkpoint):
"""
Hook to do whatever you need right before Slurm manager saves the model
:return:
"""
pass
def on_hpc_load(self, checkpoint):
"""
Hook to do whatever you need right before Slurm manager loads the model
:return:
"""
pass