





'''simple docstring'''







from manim import *
class 			_lowercase						(       __a					):







     def     UpperCamelCase			( self    ) ->	str:
      snake_case				=			Rectangle(height=0.5    ,   width=0.5    )
      snake_case				=			Rectangle(height=0.4_6    ,   width=0.4_6    ).set_stroke(width=0    )

      snake_case				=			[mem.copy() for i in range(6    )]
      snake_case				=			[mem.copy() for i in range(6    )]
      snake_case				=			VGroup(*A__    ).arrange(A__    ,   buff=0    )
      snake_case				=			VGroup(*A__    ).arrange(A__    ,   buff=0    )
      snake_case				=			VGroup(A__    ,   A__    ).arrange(A__    ,   buff=0    )
      snake_case				=			Text('''CPU'''    ,   font_size=24    )
      snake_case				=			Group(A__    ,   A__    ).arrange(A__    ,   buff=0.5    ,   aligned_edge=A__    )
      cpu.move_to([-2.5, -0.5, 0]    )
      self.add(A__    )

      snake_case				=			[mem.copy() for i in range(1    )]
      snake_case				=			VGroup(*A__    ).arrange(A__    ,   buff=0    )
      snake_case				=			Text('''GPU'''    ,   font_size=24    )
      snake_case				=			Group(A__    ,   A__    ).arrange(A__    ,   buff=0.5    ,   aligned_edge=A__    )
      gpu.align_to(A__    ,   A__    )
      gpu.set_x(gpu.get_x() - 1    )

      self.add(A__    )

      snake_case				=			[mem.copy() for i in range(6    )]
      snake_case				=			VGroup(*A__    ).arrange(A__    ,   buff=0    )

      snake_case				=			Text('''Model'''    ,   font_size=24    )
      snake_case				=			Group(A__    ,   A__    ).arrange(A__    ,   buff=0.5    ,   aligned_edge=A__    )
      model.move_to([3, -1.0, 0]    )

      self.play(
          Create(A__    ,   run_time=1    )    ,   Create(A__    ,   run_time=1    )    ,   Create(A__    ,   run_time=1    )    ,   )

      snake_case				=			MarkupText(
          F"""First, an empty model skeleton is loaded\ninto <span fgcolor='{YELLOW}'>memory</span> without using much RAM."""    ,   font_size=24    ,   )

      snake_case				=			Square(side_length=2.2    )
      key.move_to([-5, 2, 0]    )

      snake_case				=			MarkupText(
          F"""<b>Key:</b>\n\n<span fgcolor='{YELLOW}'>●</span> Empty Model"""    ,   font_size=18    ,   )

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

      step_a.move_to([2, 2, 0]    )
      self.play(Write(A__    ,   run_time=2.5    )    ,   Write(A__    )    ,   Write(A__    )    )

      self.add(A__    )

      snake_case				=			[]
      snake_case				=			[]
      snake_case				=			[]
      for i, rect in enumerate(A__    ):
       snake_case				=			Rectangle(height=0.4_6    ,   width=0.4_6    ).set_stroke(width=0.0    ).set_fill(A__    ,   opacity=0.7    )
       cpu_target.move_to(A__    )
       cpu_target.generate_target()
       snake_case				=			0.4_6 / 4
       snake_case				=			0.4_6 / 3

       if i == 0:
        cpu_target.target.next_to(cpu_left_col_base[0].get_corner(DOWN + LEFT    )    ,   buff=0.0_2    ,   direction=A__    )
        cpu_target.target.set_x(cpu_target.target.get_x() + 0.1    )
       elif i == 3:
        cpu_target.target.next_to(cpu_targs[0].target    ,   direction=A__    ,   buff=0.0    )
       else:
        cpu_target.target.next_to(cpu_targs[i - 1].target    ,   direction=A__    ,   buff=0.0    )
       cpu_targs.append(A__    )

       first_animations.append(rect.animate(run_time=0.5    ).set_stroke(A__    )    )
       second_animations.append(MoveToTarget(A__    ,   run_time=1.5    )    )

      self.play(*A__    )
      self.play(*A__    )

      self.wait()








'''simple docstring'''







from ...utils import is_note_seq_available, is_transformers_available, is_torch_available
from ...utils import OptionalDependencyNotAvailable


try:
   if not (is_transformers_available() and is_torch_available()):
      raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
   from ...utils.dummy_torch_and_transformers_objects import *  # noqa F403
else:
   from .notes_encoder import SpectrogramNotesEncoder
   from .continous_encoder import SpectrogramContEncoder
   from .pipeline_spectrogram_diffusion import (
       SpectrogramContEncoder,
       SpectrogramDiffusionPipeline,
       TaFilmDecoder,
   )

try:
   if not (is_transformers_available() and is_torch_available() and is_note_seq_available()):
      raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
   from ...utils.dummy_transformers_and_torch_and_note_seq_objects import *  # noqa F403
else:
   from .midi_utils import MidiProcessor

