






import argparse
import datetime

def _UpperCAmelCase   (	a						:	str ):
							snake_case__	  =       {
							    """0""": """Sunday""",
							    """1""": """Monday""",
							    """2""": """Tuesday""",
							    """3""": """Wednesday""",
							    """4""": """Thursday""",
							    """5""": """Friday""",
							    """6""": """Saturday""",
							}

							snake_case__	  =       {0: 1, 1: 2, 2: 3, 3: 4, 4: 5, 5: 6, 6: 0}

							# Validate
							if not 0 < len(a ) < 11:
														raise ValueError("""Must be 10 characters long""" )

							# Get month
							snake_case__	  =       int(date_input[0] + date_input[1] )
							# Validate
							if not 0 < m < 13:
														raise ValueError("""Month must be between 1 - 12""" )

							snake_case__	  =       date_input[2]
							# Validate
							if sep_a not in ["-", "/"]:
														raise ValueError("""Date separator must be '-' or '/'""" )

							# Get day
							snake_case__	  =       int(date_input[3] + date_input[4] )
							# Validate
							if not 0 < d < 32:
														raise ValueError("""Date must be between 1 - 31""" )

							# Get second separator
							snake_case__	  =       date_input[5]
							# Validate
							if sep_a not in ["-", "/"]:
														raise ValueError("""Date separator must be '-' or '/'""" )

							# Get year
							snake_case__	  =       int(date_input[6] + date_input[7] + date_input[8] + date_input[9] )
							# Arbitrary year range
							if not 45 < y < 8500:
														raise ValueError(
														    """Year out of range. There has to be some sort of limit...right?""" )

							# Get datetime obj for validation
							snake_case__	  =       datetime.date(int(a )  ,					int(a )  ,					int(a ) )

							# Start math
							if m <= 2:
														snake_case__	  =       y - 1
														snake_case__	  =       m + 12
							# maths var
							snake_case__	  =       int(str(a )[:2] )
							snake_case__	  =       int(str(a )[2:] )
							snake_case__	  =       int(2.6 * m - 5.39 )
							snake_case__	  =       int(c / 4 )
							snake_case__	  =       int(k / 4 )
							snake_case__	  =       int(d + k )
							snake_case__	  =       int(t + u + v + x )
							snake_case__	  =       int(z - (2 * c) )
							snake_case__	  =       round(w % 7 )
							# End math

							# Validate math
							if f != convert_datetime_days[dt_ck.weekday()]:
														raise AssertionError("""The date was evaluated incorrectly. Contact developer.""" )

							# Response
							snake_case__	  =       F'''Your date {date_input}, is a {days[str(a )]}!'''
							return response


if __name__ == "__main__":
	import doctest

	doctest.testmod()
	a__       =     argparse.ArgumentParser(
	    description=(
	        """Find out what day of the week nearly any date is or was. Enter """
	        """date as a string in the mm-dd-yyyy or mm/dd/yyyy format"""
	    )
	)
	parser.add_argument(
	    """date_input""", type=str, help="""Date as a string (mm-dd-yyyy or mm/dd/yyyy)"""
	)
	a__       =     parser.parse_args()
	zeller(args.date_input)








import argparse
import logging
import sys
from unittest.mock import patch

import run_glue_deebert

from transformers.testing_utils import TestCasePlus, get_gpu_count, require_torch_non_multi_gpu, slow


logging.basicConfig(level=logging.DEBUG)

a__       =     logging.getLogger()

def _UpperCAmelCase   (	):
							snake_case__	  =       argparse.ArgumentParser()
							parser.add_argument("""-f""" )
							snake_case__	  =       parser.parse_args()
							return args.f



class    _lowerCAmelCase			(		lowercase_      ):



				"""simple docstring"""



				def 					__magic_name__							(      self    :    int):






											'''simple docstring'''







											snake_case__	  =       logging.StreamHandler(sys.stdout)
											logger.addHandler(UpperCamelCase__)



				def 					__magic_name__							(      self    :    Union[str, Any]			,		UpperCamelCase__    :    List[str]):






											'''simple docstring'''







											snake_case__	  =       get_gpu_count()

											if n_gpu > 1:
																		pass
																		# XXX: doesn't quite work with n_gpu > 1 https://github.com/huggingface/transformers/issues/10560
																		# script = f"{self.examples_dir_str}/research_projects/deebert/run_glue_deebert.py"
																		# distributed_args = f"-m torch.distributed.launch --nproc_per_node={n_gpu} {script}".split()
																		# cmd = [sys.executable] + distributed_args + args
																		# execute_subprocess_async(cmd, env=self.get_env())
																		# XXX: test the results - need to save them first into .json file
											else:
																		args.insert(0			,		"""run_glue_deebert.py""")
																		with patch.object(UpperCamelCase__			,		"""argv"""			,		UpperCamelCase__):
																									snake_case__	  =       run_glue_deebert.main()
																									for value in result.values():
																																self.assertGreaterEqual(UpperCamelCase__			,		0.6_66)



				@slow
				@require_torch_non_multi_gpu
				def 					__magic_name__							(      self    :    str):






											'''simple docstring'''







											snake_case__	  =       """
            --model_type roberta
            --model_name_or_path roberta-base
            --task_name MRPC
            --do_train
            --do_eval
            --do_lower_case
            --data_dir ./tests/fixtures/tests_samples/MRPC/
            --max_seq_length 128
            --per_gpu_eval_batch_size=1
            --per_gpu_train_batch_size=8
            --learning_rate 2e-4
            --num_train_epochs 3
            --overwrite_output_dir
            --seed 42
            --output_dir ./examples/deebert/saved_models/roberta-base/MRPC/two_stage
            --plot_data_dir ./examples/deebert/results/
            --save_steps 0
            --overwrite_cache
            --eval_after_first_stage
            """.split()
											self.run_and_check(UpperCamelCase__)

											snake_case__	  =       """
            --model_type roberta
            --model_name_or_path ./examples/deebert/saved_models/roberta-base/MRPC/two_stage
            --task_name MRPC
            --do_eval
            --do_lower_case
            --data_dir ./tests/fixtures/tests_samples/MRPC/
            --output_dir ./examples/deebert/saved_models/roberta-base/MRPC/two_stage
            --plot_data_dir ./examples/deebert/results/
            --max_seq_length 128
            --eval_each_highway
            --eval_highway
            --overwrite_cache
            --per_gpu_eval_batch_size=1
            """.split()
											self.run_and_check(UpperCamelCase__)

											snake_case__	  =       """
            --model_type roberta
            --model_name_or_path ./examples/deebert/saved_models/roberta-base/MRPC/two_stage
            --task_name MRPC
            --do_eval
            --do_lower_case
            --data_dir ./tests/fixtures/tests_samples/MRPC/
            --output_dir ./examples/deebert/saved_models/roberta-base/MRPC/two_stage
            --plot_data_dir ./examples/deebert/results/
            --max_seq_length 128
            --early_exit_entropy 0.1
            --eval_highway
            --overwrite_cache
            --per_gpu_eval_batch_size=1
            """.split()
											self.run_and_check(UpperCamelCase__)
