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