



import copy
import re

class 				snake_case__:

					"""simple docstring"""






					lowercase_								=		"""hp"""
					lowercase_								=		{}
					lowercase_								=		None







					@classmethod
					def 			snake_case					(							cls :     Optional[int]				,       SCREAMING_SNAKE_CASE :     List[Any]				,       SCREAMING_SNAKE_CASE :     Optional[Any]					):
									lowercase__					:   Dict													=					prefix
									lowercase__					:   Tuple													=					defaults
									cls.build_naming_info()







					@staticmethod
					def 			snake_case					(							SCREAMING_SNAKE_CASE :     Tuple				,       SCREAMING_SNAKE_CASE :     Union[str, Any]					):
									if len(__lowerCamelCase					) == 0:
													return ""
									lowercase__					:   Dict													=					None
									if any(char.isdigit() for char in word					):
													raise Exception(f"""Parameters should not contain numbers: '{word}' contains a number"""					)
									if word in info["short_word"]:
													return info["short_word"][word]
									for prefix_len in range(1				,       len(__lowerCamelCase					) + 1					):
													lowercase__					:   Tuple													=					word[:prefix_len]
													if prefix in info["reverse_short_word"]:
																	continue
													else:
																	lowercase__					:   List[str]													=					prefix
																	break

									if short_word is None:
													# Paranoid fallback
													def int_to_alphabetic(SCREAMING_SNAKE_CASE :     List[Any]					):
																	lowercase__					:   str													=					""
																	while integer != 0:
																					lowercase__					:   List[Any]													=					chr(ord("A"					) + integer % 10					) + s
																					integer //= 10
																	return s

													lowercase__					:   Any													=					0
													while True:
																	lowercase__					:   List[Any]													=					word + "#" + int_to_alphabetic(__lowerCamelCase					)
																	if sword in info["reverse_short_word"]:
																					continue
																	else:
																					lowercase__					:   Dict													=					sword
																					break

									lowercase__					:   Any													=					short_word
									lowercase__					:   Any													=					word
									return short_word







					@staticmethod
					def 			snake_case					(							SCREAMING_SNAKE_CASE :     List[str]				,       SCREAMING_SNAKE_CASE :     Optional[int]					):
									lowercase__					:   int													=					param_name.split("_"					)

									lowercase__					:   Dict													=					[TrialShortNamer.shortname_for_word(__lowerCamelCase				,       __lowerCamelCase					) for word in words]

									# We try to create a separatorless short name, but if there is a collision we have to fallback
									# to a separated short name
									lowercase__					:   str													=					["", "_"]

									for separator in separators:
													lowercase__					:   Optional[Any]													=					separator.join(__lowerCamelCase					)
													if shortname not in info["reverse_short_param"]:
																	lowercase__					:   Tuple													=					shortname
																	lowercase__					:   str													=					param_name
																	return shortname

									return param_name







					@staticmethod
					def 			snake_case					(							SCREAMING_SNAKE_CASE :     Optional[int]				,       SCREAMING_SNAKE_CASE :     Union[str, Any]					):
									lowercase__					:   int													=					TrialShortNamer.shortname_for_key(__lowerCamelCase				,       __lowerCamelCase					)
									lowercase__					:   Tuple													=					short_name
									lowercase__					:   str													=					param_name







					@classmethod
					def 			snake_case					(							cls :     List[str]					):
									if cls.NAMING_INFO is not None:
													return

									lowercase__					:   int													=					{
									    "short_word": {},
									    "reverse_short_word": {},
									    "short_param": {},
									    "reverse_short_param": {},
									}

									lowercase__					:   List[Any]													=					list(cls.DEFAULTS.keys()					)

									for k in field_keys:
													cls.add_new_param_name(__lowerCamelCase				,       __lowerCamelCase					)

									lowercase__					:   Any													=					info







					@classmethod
					def 			snake_case					(							cls :     Optional[Any]				,       SCREAMING_SNAKE_CASE :     Dict					):
									cls.build_naming_info()
									assert cls.PREFIX is not None
									lowercase__					:   str													=					[copy.copy(cls.PREFIX					)]

									for k, v in params.items():
													if k not in cls.DEFAULTS:
																	raise Exception(f"""You should provide a default value for the param name {k} with value {v}"""					)
													if v == cls.DEFAULTS[k]:
																	# The default value is not added to the name
																	continue

													lowercase__					:   str													=					cls.NAMING_INFO["short_param"][k]

													if isinstance(__lowerCamelCase				,       __lowerCamelCase					):
																	lowercase__					:   str													=					1 if v else 0

													lowercase__					:   Union[str, Any]													=					"" if isinstance(__lowerCamelCase				,       (int, float)					) else "-"
													lowercase__					:   List[str]													=					f"""{key}{sep}{v}"""
													name.append(__lowerCamelCase					)

									return "_".join(__lowerCamelCase					)







					@classmethod
					def 			snake_case					(							cls :     List[str]				,       SCREAMING_SNAKE_CASE :     Any					):
									lowercase__					:   int													=					repr[len(cls.PREFIX					) + 1 :]
									if repr == "":
													lowercase__					:   List[Any]													=					[]
									else:
													lowercase__					:   Dict													=					repr.split("_"					)

									lowercase__					:   List[Any]													=					{}

									for value in values:
													if "-" in value:
																	lowercase__							,							lowercase__					:   List[str]													=					value.split("-"					)
													else:
																	lowercase__					:   Dict													=					re.sub("[0-9.]"				,       ""				,       __lowerCamelCase					)
																	lowercase__					:   int													=					float(re.sub("[^0-9.]"				,       ""				,       __lowerCamelCase					)					)

													lowercase__					:   Optional[Any]													=					cls.NAMING_INFO["reverse_short_param"][p_k]

													lowercase__					:   Optional[int]													=					p_v

									for k in cls.DEFAULTS:
													if k not in parameters:
																	lowercase__					:   int													=					cls.DEFAULTS[k]

									return parameters









from typing import Union

import fire
import torch
from tqdm import tqdm


def  __lowerCamelCase (       lowerCamelCase__					,			lowerCamelCase__ = "cpu"					,			lowerCamelCase__ = None						):

				"""simple docstring"""


				lowercase__					:   Any													=					torch.load(lowerCamelCase__					,			map_location=lowerCamelCase__						)
				for k, v in tqdm(state_dict.items()						):
								if not isinstance(lowerCamelCase__					,			torch.Tensor						):
												raise TypeError("FP16 conversion only works on paths that are saved state dicts, like pytorch_model.bin"						)
								lowercase__					:   int													=					v.half()
				if save_path is None:  # overwrite src_path
								lowercase__					:   Optional[Any]													=					src_path
				torch.save(lowerCamelCase__					,			lowerCamelCase__						)


if __name__ == "__main__":
				fire.Fire(convert)




