



"""simple docstring"""

from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_sentencepiece_available


lowercase__			   =  {}

try:
	if not is_sentencepiece_available():
		raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
	pass
else:
	lowercase__			   =  ["GPTSw3Tokenizer"]


if TYPE_CHECKING:
	try:
		if not is_sentencepiece_available():
			raise OptionalDependencyNotAvailable()
	except OptionalDependencyNotAvailable:
		pass
	else:
		from .tokenization_gpt_swa import GPTSwaTokenizer

else:
	import sys

	lowercase__			   =  _LazyModule(__name__, globals()["__file__"], _import_structure, module_spec=__spec__)






"""simple docstring"""

from manim import *




class SCREAMING_SNAKE_CASE__					(		__snake_case      ):



						def     lowerCAmelCase__(self							):





													'''simple docstring'''

													__a		:		List[str]									=       Rectangle(height=0.5						,     width=0.5							)
													__a		:		Union[str, Any]									=       Rectangle(height=0.25						,     width=0.25							)
													__a		:		Dict									=       Rectangle(height=0.46						,     width=0.46							).set_stroke(width=0							)

													__a		:		Dict									=       [mem.copy() for i in range(6							)]
													__a		:		str									=       [mem.copy() for i in range(6							)]
													__a		:		Tuple									=       VGroup(*_lowercase							).arrange(_lowercase						,     buff=0							)
													__a		:		List[Any]									=       VGroup(*_lowercase							).arrange(_lowercase						,     buff=0							)
													__a		:		List[Any]									=       VGroup(_lowercase						,     _lowercase							).arrange(_lowercase						,     buff=0							)
													__a		:		Union[str, Any]									=       Text("""CPU"""						,     font_size=24							)
													__a		:		Dict									=       Group(_lowercase						,     _lowercase							).arrange(_lowercase						,     buff=0.5						,     aligned_edge=_lowercase							)
													cpu.move_to([-2.5, -0.5, 0]							)
													self.add(_lowercase							)

													__a		:		Optional[Any]									=       [mem.copy() for i in range(4							)]
													__a		:		Dict									=       VGroup(*_lowercase							).arrange(_lowercase						,     buff=0							)
													__a		:		List[str]									=       Text("""GPU"""						,     font_size=24							)
													__a		:		Any									=       Group(_lowercase						,     _lowercase							).arrange(_lowercase						,     buff=0.5						,     aligned_edge=_lowercase							)
													gpu.move_to([-1, -1, 0]							)
													self.add(_lowercase							)

													__a		:		List[Any]									=       [mem.copy() for i in range(6							)]
													__a		:		Any									=       VGroup(*_lowercase							).arrange(_lowercase						,     buff=0							)

													__a		:		Optional[Any]									=       Text("""Model"""						,     font_size=24							)
													__a		:		Any									=       Group(_lowercase						,     _lowercase							).arrange(_lowercase						,     buff=0.5						,     aligned_edge=_lowercase							)
													model.move_to([3, -1.0, 0]							)
													self.add(_lowercase							)

													__a		:		Tuple									=       []
													__a		:		Tuple									=       []
													__a		:		Optional[int]									=       []

													for i, rect in enumerate(_lowercase							):
																				rect.set_stroke(_lowercase							)

																				__a		:		str									=       Rectangle(height=0.46 / 4						,     width=0.46 / 3							).set_stroke(width=0.0							).set_fill(_lowercase						,     opacity=0.7							)

																				if i == 0:
																											cpu_target.next_to(cpu_left_col_base[0].get_corner(DOWN + LEFT							)						,     buff=0.02						,     direction=_lowercase							)
																											cpu_target.set_x(cpu_target.get_x() + 0.1							)
																				elif i == 3:
																											cpu_target.next_to(model_cpu_arr[0]						,     direction=_lowercase						,     buff=0.0							)
																				else:
																											cpu_target.next_to(model_cpu_arr[i - 1]						,     direction=_lowercase						,     buff=0.0							)
																				self.add(_lowercase							)
																				model_cpu_arr.append(_lowercase							)

													self.add(*_lowercase						,     *_lowercase						,     *_lowercase							)

													__a		:		Optional[Any]									=       [mem.copy() for i in range(6							)]
													__a		:		Union[str, Any]									=       VGroup(*_lowercase							).arrange(_lowercase						,     buff=0							)

													__a		:		Any									=       Text("""Loaded Checkpoint"""						,     font_size=24							)
													__a		:		str									=       Group(_lowercase						,     _lowercase							).arrange(_lowercase						,     buff=0.5						,     aligned_edge=_lowercase							)
													checkpoint.move_to([3, 0.5, 0]							)

													self.add(_lowercase							)

													__a		:		Dict									=       []
													__a		:		int									=       []

													for i, rect in enumerate(_lowercase							):
																				__a		:		List[str]									=       fill.copy().set_fill(_lowercase						,     opacity=0.7							)
																				target.move_to(_lowercase							)
																				ckpt_arr.append(_lowercase							)

																				__a		:		Union[str, Any]									=       target.copy()
																				if i < 5:
																											cpu_target.move_to(cpu_left_col_base[i + 1]							)
																				else:
																											cpu_target.move_to(cpu_right_col_base[i - 5]							)
																				ckpt_cpu_arr.append(_lowercase							)
													self.add(*_lowercase						,     *_lowercase							)

													__a		:		List[str]									=       Square(side_length=2.2							)
													key.move_to([-5, 2, 0]							)

													__a		:		List[Any]									=       MarkupText(
													    F'''<b>Key:</b>\n\n<span fgcolor=\'{YELLOW}\'>●</span> Empty Model'''						,     font_size=18						,     )

													key_text.move_to([-5, 2.4, 0]							)

													self.add(_lowercase						,     _lowercase							)

													__a		:		str									=       MarkupText(
													    F'''<span fgcolor=\'{BLUE}\'>●</span> Checkpoint'''						,     font_size=18						,     )

													blue_text.next_to(_lowercase						,     DOWN * 2.4						,     aligned_edge=key_text.get_left()							)
													self.add(_lowercase							)

													__a		:		Optional[int]									=       MarkupText(
													    F'''Based on the passed in configuration, weights are stored in\na variety of np.memmaps on disk or to a particular device.'''						,     font_size=24						,     )
													step_a.move_to([2, 2, 0]							)

													__a		:		List[Any]									=       [meta_mem.copy() for i in range(6							)]
													__a		:		Optional[int]									=       [meta_mem.copy() for i in range(6							)]
													__a		:		List[Any]									=       VGroup(*_lowercase							).arrange(_lowercase						,     buff=0							)
													__a		:		List[str]									=       VGroup(*_lowercase							).arrange(_lowercase						,     buff=0							)
													__a		:		Tuple									=       VGroup(_lowercase						,     _lowercase							).arrange(_lowercase						,     buff=0							)
													__a		:		Dict									=       Text("""Disk"""						,     font_size=24							)
													__a		:		Dict									=       Group(_lowercase						,     _lowercase							).arrange(_lowercase						,     buff=0.5						,     aligned_edge=_lowercase							)
													disk.move_to([-4.0, -1.25, 0]							)
													self.play(Write(_lowercase						,     run_time=3							)						,     Write(_lowercase						,     run_time=1							)						,     Create(_lowercase						,     run_time=1							)							)

													__a		:		Optional[Any]									=       []
													for i, rect in enumerate(_lowercase							):
																				__a		:		List[str]									=       rect.copy()
																				target.generate_target()
																				target.target.move_to(disk_left_col_base[i]							).scale(0.5							)
																				animations.append(MoveToTarget(_lowercase						,     run_time=1.5							)							)
													self.play(*_lowercase							)

													self.play(FadeOut(_lowercase							)							)

													__a		:		List[str]									=       MarkupText(F'''Then, the checkpoint is removed from memory\nthrough garbage collection.'''						,     font_size=24							)
													step_a.move_to([2, 2, 0]							)

													self.play(Write(_lowercase						,     run_time=3							)							)

													self.play(
													    FadeOut(_lowercase						,     _lowercase						,     *_lowercase						,     *_lowercase							)						,     )

													self.wait()

