
"""simple docstring"""







def   __UpperCamelCase   (					)  ->     list[list[int]]:







							"""simple docstring"""


							return [list(range(10_00 - i							,    -10_00 - i							,    -1 ) ) for i in range(10_00 )]


_SCREAMING_SNAKE_CASE	       =      generate_large_matrix()
_SCREAMING_SNAKE_CASE	       =      (
    [[4, 3, 2, -1], [3, 2, 1, -1], [1, 1, -1, -2], [-1, -1, -2, -3]],
    [[3, 2], [1, 0]],
    [[7, 7, 6]],
    [[7, 7, 6], [-1, -2, -3]],
    grid,
)
def   __UpperCamelCase   (					SCREAMING_SNAKE_CASE )  ->     None:







							"""simple docstring"""


							assert all(row == sorted(SCREAMING_SNAKE_CASE							,    reverse=SCREAMING_SNAKE_CASE ) for row in grid )
							assert all(list(SCREAMING_SNAKE_CASE ) == sorted(SCREAMING_SNAKE_CASE							,    reverse=SCREAMING_SNAKE_CASE ) for col in zip(*SCREAMING_SNAKE_CASE ) )
def   __UpperCamelCase   (					SCREAMING_SNAKE_CASE )  ->     int:







							"""simple docstring"""


							__snake_case     			=       0
							__snake_case     			=       len(SCREAMING_SNAKE_CASE ) - 1

							# Edge cases such as no values or all numbers are negative.
							if not array or array[0] < 0:
														return 0

							while right + 1 > left:
														__snake_case     			=       (left + right) // 2
														__snake_case     			=       array[mid]

														# Num must be negative and the index must be greater than or equal to 0.
														if num < 0 and array[mid - 1] >= 0:
																					return mid

														if num >= 0:
																					__snake_case     			=       mid + 1
														else:
																					__snake_case     			=       mid - 1
    # No negative numbers so return the last index of the array + 1 which is the length.
							return len(SCREAMING_SNAKE_CASE )
def   __UpperCamelCase   (					SCREAMING_SNAKE_CASE )  ->     int:







							"""simple docstring"""


							__snake_case     			=       0
							__snake_case     			=       len(grid[0] )

							for i in range(len(SCREAMING_SNAKE_CASE ) ):
														__snake_case     			=       find_negative_index(grid[i][:bound] )
														total += bound
							return (len(SCREAMING_SNAKE_CASE ) * len(grid[0] )) - total
def   __UpperCamelCase   (					SCREAMING_SNAKE_CASE )  ->     int:







							"""simple docstring"""


							return len([number for row in grid for number in row if number < 0] )
def   __UpperCamelCase   (					SCREAMING_SNAKE_CASE )  ->     int:







							"""simple docstring"""


							__snake_case     			=       0
							for row in grid:
														for i, number in enumerate(SCREAMING_SNAKE_CASE ):
																					if number < 0:
																												total += len(SCREAMING_SNAKE_CASE ) - i
																												break
							return total
def   __UpperCamelCase   (					)  ->     None:







							"""simple docstring"""


							from timeit import timeit

							print("Running benchmarks" )
							__snake_case     			=       (
							    "from __main__ import count_negatives_binary_search, "
							    "count_negatives_brute_force, count_negatives_brute_force_with_break, grid"
							)
							for func in (
							    "count_negatives_binary_search",  # took 0.7727 seconds
							    "count_negatives_brute_force_with_break",  # took 4.6505 seconds
							    "count_negatives_brute_force",  # took 12.8160 seconds
							):
														__snake_case     			=       timeit(F'''{func}(grid=grid)'''							,    setup=SCREAMING_SNAKE_CASE							,    number=5_00 )
														print(F'''{func}() took {time:0.4f} seconds''' )


if __name__ == "__main__":
		import doctest

		doctest.testmod()
		benchmark()


"""simple docstring"""







from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tf_available, is_torch_available


_SCREAMING_SNAKE_CASE	       =      {
    """configuration_groupvit""": [
        """GROUPVIT_PRETRAINED_CONFIG_ARCHIVE_MAP""",
        """GroupViTConfig""",
        """GroupViTOnnxConfig""",
        """GroupViTTextConfig""",
        """GroupViTVisionConfig""",
    ],
}

try:
		if not is_torch_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		_SCREAMING_SNAKE_CASE	       =      [
		    """GROUPVIT_PRETRAINED_MODEL_ARCHIVE_LIST""",
		    """GroupViTModel""",
		    """GroupViTPreTrainedModel""",
		    """GroupViTTextModel""",
		    """GroupViTVisionModel""",
		]

try:
		if not is_tf_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		_SCREAMING_SNAKE_CASE	       =      [
		    """TF_GROUPVIT_PRETRAINED_MODEL_ARCHIVE_LIST""",
		    """TFGroupViTModel""",
		    """TFGroupViTPreTrainedModel""",
		    """TFGroupViTTextModel""",
		    """TFGroupViTVisionModel""",
		]

if TYPE_CHECKING:
		from .configuration_groupvit import (
		    GROUPVIT_PRETRAINED_CONFIG_ARCHIVE_MAP,
		    GroupViTConfig,
		    GroupViTOnnxConfig,
		    GroupViTTextConfig,
		    GroupViTVisionConfig,
		)

		try:
				if not is_torch_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .modeling_groupvit import (
				    GROUPVIT_PRETRAINED_MODEL_ARCHIVE_LIST,
				    GroupViTModel,
				    GroupViTPreTrainedModel,
				    GroupViTTextModel,
				    GroupViTVisionModel,
				)

		try:
				if not is_tf_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .modeling_tf_groupvit import (
				    TF_GROUPVIT_PRETRAINED_MODEL_ARCHIVE_LIST,
				    TFGroupViTModel,
				    TFGroupViTPreTrainedModel,
				    TFGroupViTTextModel,
				    TFGroupViTVisionModel,
				)

else:
		import sys

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