


'''simple docstring'''

# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from typing import TYPE_CHECKING

from ..models.auto import AutoModelForVisionaSeq
from ..utils import requires_backends
from .base import PipelineTool


if TYPE_CHECKING:
     from PIL import Image





class   snake_case					(					lowercase    ):





  """simple docstring"""




  _lowerCamelCase						=						"Salesforce/blip-image-captioning-base"
  _lowerCamelCase						=						(
      "This is a tool that generates a description of an image. It takes an input named `image` which should be the "
      "image to caption, and returns a text that contains the description in English."
  )
  _lowerCamelCase						=						"image_captioner"
  _lowerCamelCase						=						AutoModelForVisionaSeq

  _lowerCamelCase						=						["image"]
  _lowerCamelCase						=						["text"]






  def __init__(					self    ,						*UpperCamelCase    ,						**UpperCamelCase  ):







   """simple docstring"""
   requires_backends(self    ,						["vision"]  )
   super().__init__(*UpperCamelCase    ,						**UpperCamelCase  )






  def 						snake_case	(					self    ,						UpperCamelCase  ):







   """simple docstring"""
   return self.pre_processor(images=UpperCamelCase    ,						return_tensors="pt"  )






  def 						snake_case	(					self    ,						UpperCamelCase  ):







   """simple docstring"""
   return self.model.generate(**UpperCamelCase  )







  def 						snake_case	(					self    ,						UpperCamelCase  ):







   """simple docstring"""
   return self.pre_processor.batch_decode(UpperCamelCase    ,						skip_special_tokens=UpperCamelCase  )[0].strip()







'''simple docstring'''

def __snake_case      (   UpperCAmelCase_		:		int = 1000	):
 return sum(2 * a * ((a - 1) // 2) for a in range(3      ,       n + 1	)	)


if __name__ == "__main__":
     print(solution())



