


'''simple docstring'''
from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfigWithPast
from ...utils import logging


__SCREAMING_SNAKE_CASE				:							List[Any]		       =		logging.get_logger(__name__)

__SCREAMING_SNAKE_CASE				:							str		       =		{
    '''uclanlp/plbart-base''': '''https://huggingface.co/uclanlp/plbart-base/resolve/main/config.json''',
    # See all PLBART models at https://huggingface.co/models?filter=plbart
}






class 				__lowerCAmelCase      (      lowercase	):

						"""simple docstring"""






						_UpperCAmelCase		:					str      	="plbart"
						_UpperCAmelCase		:					Optional[Any]      	=["past_key_values"]
						_UpperCAmelCase		:					List[Any]      	={"num_attention_heads": "encoder_attention_heads", "hidden_size": "d_model"}






						def __init__(     self       :			str   ,     lowerCAmelCase       :			str=5_00_05   ,     lowerCAmelCase       :			List[str]=10_24   ,     lowerCAmelCase       :			Any=6   ,     lowerCAmelCase       :			List[str]=30_72   ,     lowerCAmelCase       :			Union[str, Any]=12   ,     lowerCAmelCase       :			Any=6   ,     lowerCAmelCase       :			Union[str, Any]=30_72   ,     lowerCAmelCase       :			Optional[int]=12   ,     lowerCAmelCase       :			Tuple=0.0   ,     lowerCAmelCase       :			Any=0.0   ,     lowerCAmelCase       :			Optional[Any]=True   ,     lowerCAmelCase       :			Any=True   ,     lowerCAmelCase       :			str="gelu"   ,     lowerCAmelCase       :			str=7_68   ,     lowerCAmelCase       :			List[str]=0.1   ,     lowerCAmelCase       :			Any=0.1   ,     lowerCAmelCase       :			Optional[Any]=0.0   ,     lowerCAmelCase       :			int=0.0_2   ,     lowerCAmelCase       :			Tuple=0.0   ,     lowerCAmelCase       :			str=True   ,     lowerCAmelCase       :			Tuple=1   ,     lowerCAmelCase       :			Dict=0   ,     lowerCAmelCase       :			List[Any]=2   ,     lowerCAmelCase       :			Dict=2   ,     **lowerCAmelCase       :			Union[str, Any]   ,     ):
													A_ 						=		vocab_size
													A_ 						=		max_position_embeddings
													A_ 						=		d_model
													A_ 						=		encoder_ffn_dim
													A_ 						=		encoder_layers
													A_ 						=		encoder_attention_heads
													A_ 						=		decoder_ffn_dim
													A_ 						=		decoder_layers
													A_ 						=		decoder_attention_heads
													A_ 						=		dropout
													A_ 						=		attention_dropout
													A_ 						=		activation_dropout
													A_ 						=		activation_function
													A_ 						=		init_std
													A_ 						=		encoder_layerdrop
													A_ 						=		decoder_layerdrop
													A_ 						=		classifier_dropout
													A_ 						=		use_cache
													A_ 						=		encoder_layers
													A_ 						=		scale_embedding  # scale factor will be sqrt(d_model) if True
													super().__init__(
													    pad_token_id=lowerCAmelCase   ,     bos_token_id=lowerCAmelCase   ,     eos_token_id=lowerCAmelCase   ,     is_encoder_decoder=lowerCAmelCase   ,     forced_eos_token_id=lowerCAmelCase   ,     **lowerCAmelCase   ,     )






class 				__lowerCAmelCase      (      lowercase	):

						"""simple docstring"""






						@property
						def 							_UpperCAmelCase					(     self       :			Dict  ):
													return OrderedDict(
													    [
													        ("input_ids", {0: "batch", 1: "sequence"}),
													        ("attention_mask", {0: "batch", 1: "sequence"}),
													    ]  )






						@property
						def 							_UpperCAmelCase					(     self       :			List[str]  ):
													if self.use_past:
																				return OrderedDict(
																				    [
																				        ("last_hidden_state", {0: "batch", 1: "sequence"}),
																				        ("past_keys", {0: "batch", 2: "sequence"}),
																				        ("encoder_last_hidden_state", {0: "batch", 1: "sequence"}),
																				    ]  )
													else:
																				return OrderedDict(
																				    [
																				        ("last_hidden_state", {0: "batch", 1: "sequence"}),
																				        ("encoder_last_hidden_state", {0: "batch", 1: "sequence"}),
																				    ]  )









'''simple docstring'''
import unittest

import numpy as np

from transformers import is_tf_available
from transformers.testing_utils import require_tf


if is_tf_available():
							import tensorflow as tf

							from transformers.activations_tf import get_tf_activation






@require_tf
class 				__lowerCAmelCase      (      unittest.TestCase	):

						"""simple docstring"""






						def 							_UpperCAmelCase					(     self       :			List[Any]  ):
													A_ 						=		tf.constant([-1_00, -1.0, -0.1, 0, 0.1, 1.0, 1_0_0.0]  )
													A_ 						=		get_tf_activation("gelu"  )
													A_ 						=		get_tf_activation("gelu_10"  )

													A_ 						=		gelu(lowerCAmelCase  )
													A_ 						=		geluaa(lowerCAmelCase  )

													A_ 						=		tf.where(y_gelu_aa < 1_0.0   ,     1.0   ,     0.0  )

													self.assertEqual(tf.math.reduce_max(lowerCAmelCase  ).numpy().item()   ,     1_0.0  )
													self.assertTrue(np.allclose(y_gelu * clipped_mask   ,     y_gelu_aa * clipped_mask  )  )






						def 							_UpperCAmelCase					(     self       :			Union[str, Any]  ):
													get_tf_activation("gelu"  )
													get_tf_activation("gelu_10"  )
													get_tf_activation("gelu_fast"  )
													get_tf_activation("gelu_new"  )
													get_tf_activation("glu"  )
													get_tf_activation("mish"  )
													get_tf_activation("quick_gelu"  )
													get_tf_activation("relu"  )
													get_tf_activation("sigmoid"  )
													get_tf_activation("silu"  )
													get_tf_activation("swish"  )
													get_tf_activation("tanh"  )
													with self.assertRaises(lowerCAmelCase  ):
																				get_tf_activation("bogus"  )
													with self.assertRaises(lowerCAmelCase  ):
																				get_tf_activation(lowerCAmelCase  )





