'''simple docstring'''

from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowerCAmelCase_ : List[str]						  =      logging.get_logger(__name__)

lowerCAmelCase_ : List[str]						  =      {
    "google/realm-cc-news-pretrained-embedder": (
        "https://huggingface.co/google/realm-cc-news-pretrained-embedder/resolve/main/config.json"
    ),
    "google/realm-cc-news-pretrained-encoder": (
        "https://huggingface.co/google/realm-cc-news-pretrained-encoder/resolve/main/config.json"
    ),
    "google/realm-cc-news-pretrained-scorer": (
        "https://huggingface.co/google/realm-cc-news-pretrained-scorer/resolve/main/config.json"
    ),
    "google/realm-cc-news-pretrained-openqa": (
        "https://huggingface.co/google/realm-cc-news-pretrained-openqa/aresolve/main/config.json"
    ),
    "google/realm-orqa-nq-openqa": "https://huggingface.co/google/realm-orqa-nq-openqa/resolve/main/config.json",
    "google/realm-orqa-nq-reader": "https://huggingface.co/google/realm-orqa-nq-reader/resolve/main/config.json",
    "google/realm-orqa-wq-openqa": "https://huggingface.co/google/realm-orqa-wq-openqa/resolve/main/config.json",
    "google/realm-orqa-wq-reader": "https://huggingface.co/google/realm-orqa-wq-reader/resolve/main/config.json",
    # See all REALM models at https://huggingface.co/models?filter=realm
}





class 							lowercase						(						lowercase_ ):
   lowerCamelCase_    					='realm'


   def __init__(   self				:	List[str]   ,		__lowerCAmelCase				:	Dict=3_0522   ,		__lowerCAmelCase				:	List[Any]=768   ,		__lowerCAmelCase				:	int=128   ,		__lowerCAmelCase				:	str=12   ,		__lowerCAmelCase				:	List[str]=12   ,		__lowerCAmelCase				:	str=8   ,		__lowerCAmelCase				:	Any=3072   ,		__lowerCAmelCase				:	Tuple="gelu_new"   ,		__lowerCAmelCase				:	Any=0.1   ,		__lowerCAmelCase				:	Optional[int]=0.1   ,		__lowerCAmelCase				:	List[Any]=512   ,		__lowerCAmelCase				:	Tuple=2   ,		__lowerCAmelCase				:	Tuple=0.02   ,		__lowerCAmelCase				:	Dict=1e-12   ,		__lowerCAmelCase				:	Optional[Any]=256   ,		__lowerCAmelCase				:	int=10   ,		__lowerCAmelCase				:	List[Any]=1e-3   ,		__lowerCAmelCase				:	int=5   ,		__lowerCAmelCase				:	str=320   ,		__lowerCAmelCase				:	Optional[Any]=1335_3718   ,		__lowerCAmelCase				:	int=5000   ,		__lowerCAmelCase				:	Union[str, Any]=1   ,		__lowerCAmelCase				:	List[str]=0   ,		__lowerCAmelCase				:	List[str]=2   ,		**__lowerCAmelCase				:	Union[str, Any]   ,		)      ->					List[Any]:
         super().__init__(pad_token_id=lowerCamelCase_   ,		bos_token_id=lowerCamelCase_   ,		eos_token_id=lowerCamelCase_   ,		**lowerCamelCase_)

         # Common config
         lowercase_     =      vocab_size
         lowercase_     =      max_position_embeddings
         lowercase_     =      hidden_size
         lowercase_     =      retriever_proj_size
         lowercase_     =      num_hidden_layers
         lowercase_     =      num_attention_heads
         lowercase_     =      num_candidates
         lowercase_     =      intermediate_size
         lowercase_     =      hidden_act
         lowercase_     =      hidden_dropout_prob
         lowercase_     =      attention_probs_dropout_prob
         lowercase_     =      initializer_range
         lowercase_     =      type_vocab_size
         lowercase_     =      layer_norm_eps

         # Reader config
         lowercase_     =      span_hidden_size
         lowercase_     =      max_span_width
         lowercase_     =      reader_layer_norm_eps
         lowercase_     =      reader_beam_size
         lowercase_     =      reader_seq_len

         # Retrieval config
         lowercase_     =      num_block_records
         lowercase_     =      searcher_beam_size







'''simple docstring'''

import json
import sys


def __a (	__lowerCamelCase			:						Optional[int] ,		__lowerCamelCase			:						Union[str, Any]				)	->							Optional[Any]:
      '''simple docstring'''


      with open(__lowerCamelCase ,		encoding="utf-8"				) as f:
            lowercase_     =      json.load(__lowerCamelCase				)

      lowercase_     =      ["<details>", "<summary>Show updated benchmarks!</summary>", " "]

      for benchmark_name in sorted(__lowerCamelCase				):
            lowercase_     =      results[benchmark_name]

            lowercase_     =      benchmark_name.split("/"				)[-1]
            output_md.append(f'### Benchmark: {benchmark_file_name}'				)

            lowercase_     =      "| metric |"
            lowercase_     =      "|--------|"
            lowercase_     =      "| new / old (diff) |"
            for metric_name in sorted(__lowerCamelCase				):
                  lowercase_     =      benchmark_res[metric_name]
                  lowercase_     =      metric_vals["new"]
                  lowercase_     =      metric_vals.get("old" ,		__lowerCamelCase				)
                  lowercase_     =      metric_vals.get("diff" ,		__lowerCamelCase				)

                  lowercase_     =      f' {new_val:f}' if isinstance(__lowerCamelCase ,		(int, float)				) else "None"

                  if old_val is not None:
                        val_str += f' / {old_val:f}' if isinstance(__lowerCamelCase ,		(int, float)				) else "None"
                  if dif_val is not None:
                        val_str += f' ({dif_val:f})' if isinstance(__lowerCamelCase ,		(int, float)				) else "None"

                  title += " " + metric_name + " |"
                  lines += "---|"
                  value += val_str + " |"

            output_md += [title, lines, value, " "]

      output_md.append("</details>"				)

      with open(__lowerCamelCase ,		"w" ,		encoding="utf-8"				) as f:
            f.writelines("\n".join(__lowerCamelCase				)				)


if __name__ == "__main__":
       lowerCAmelCase_ : List[Any]						  =      sys.argv[1]
       lowerCAmelCase_ : Any						  =      sys.argv[2]

       format_json_to_md(input_json_file, output_md_file)






