modelzoo.transformers.data_processing.qa.qa_utils.InputFeatures#

class modelzoo.transformers.data_processing.qa.qa_utils.InputFeatures#

Bases: tuple

InputFeatures(unique_id, example_index, doc_span_index, tokens, token_to_orig_map, token_is_max_context, input_ids, input_mask, segment_ids, start_position, end_position, is_impossible)

Create new instance of InputFeatures(unique_id, example_index, doc_span_index, tokens, token_to_orig_map, token_is_max_context, input_ids, input_mask, segment_ids, start_position, end_position, is_impossible)

Methods

`count`	Return number of occurrences of value.
`index`	Return first index of value.

Attributes

`doc_span_index`	Alias for field number 2
`end_position`	Alias for field number 10
`example_index`	Alias for field number 1
`input_ids`	Alias for field number 6
`input_mask`	Alias for field number 7
`is_impossible`	Alias for field number 11
`segment_ids`	Alias for field number 8
`start_position`	Alias for field number 9
`token_is_max_context`	Alias for field number 5
`token_to_orig_map`	Alias for field number 4
`tokens`	Alias for field number 3
`unique_id`	Alias for field number 0

__add__(value, /)#: Return self+value.

__mul__(value, /)#: Return self*value.

static __new__(_cls, unique_id, example_index, doc_span_index, tokens, token_to_orig_map, token_is_max_context, input_ids, input_mask, segment_ids, start_position, end_position, is_impossible)#: Create new instance of InputFeatures(unique_id, example_index, doc_span_index, tokens, token_to_orig_map, token_is_max_context, input_ids, input_mask, segment_ids, start_position, end_position, is_impossible)

count(value, /)#: Return number of occurrences of value.

doc_span_index#: Alias for field number 2

end_position#: Alias for field number 10

example_index#: Alias for field number 1

index(value, start=0, stop=9223372036854775807, /)#

Return first index of value.

Raises ValueError if the value is not present.

input_ids#: Alias for field number 6

input_mask#: Alias for field number 7

is_impossible#: Alias for field number 11

segment_ids#: Alias for field number 8

start_position#: Alias for field number 9

token_is_max_context#: Alias for field number 5

token_to_orig_map#: Alias for field number 4

tokens#: Alias for field number 3

unique_id#: Alias for field number 0

modelzoo.transformers.data_processing.qa.qa_utils.read_squad_examples

modelzoo.transformers.data_processing.qa.qa_utils.SquadExample