Hugging Face's logo

Datasets:
echodict
/
NeMo

Modalities:
Audio
Image
Text
Formats:
webdataset
Size:
10K - 100K
Libraries:
Datasets
WebDataset
Dataset card Data Studio Files
xet
 Community
1
NeMo / scripts /asr_eou /tokenizers /sentencepiece_model_pb2.py
dlxj
init
a7c2243
raw
history blame contribute delete
49.3 kB
# Copyright (c) 2025, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: sentencepiece_model.proto
import sys
_b = sys.version_info[0] < 3 and (lambda x: x) or (lambda x: x.encode('latin1'))
from google.protobuf import descriptor as _descriptor
from google.protobuf import message as _message
from google.protobuf import reflection as _reflection
from google.protobuf import symbol_database as _symbol_database
# @@protoc_insertion_point(imports)
_sym_db = _symbol_database.Default()
DESCRIPTOR = _descriptor.FileDescriptor(
 name='sentencepiece_model.proto',
 package='sentencepiece',
 syntax='proto2',
 serialized_options=_b('H\003'),
 serialized_pb=_b(
 '\n\x19sentencepiece_model.proto\x12\rsentencepiece\"\xa4\x0c\n\x0bTrainerSpec\x12\r\n\x05input\x18\x01 \x03(\t\x12\x14\n\x0cinput_format\x18\x07 \x01(\t\x12\x14\n\x0cmodel_prefix\x18\x02 \x01(\t\x12\x41\n\nmodel_type\x18\x03 \x01(\x0e\x32$.sentencepiece.TrainerSpec.ModelType:\x07UNIGRAM\x12\x18\n\nvocab_size\x18\x04 \x01(\x05:\x04\x38\x30\x30\x30\x12\x17\n\x0f\x61\x63\x63\x65pt_language\x18\x05 \x03(\t\x12 \n\x15self_test_sample_size\x18\x06 \x01(\x05:\x01\x30\x12*\n\x1b\x65nable_differential_privacy\x18\x32 \x01(\x08:\x05\x66\x61lse\x12+\n differential_privacy_noise_level\x18\x33 \x01(\x02:\x01\x30\x12\x32\n\'differential_privacy_clipping_threshold\x18\x34 \x01(\x04:\x01\x30\x12\"\n\x12\x63haracter_coverage\x18\n \x01(\x02:\x06\x30.9995\x12\x1e\n\x13input_sentence_size\x18\x0b \x01(\x04:\x01\x30\x12$\n\x16shuffle_input_sentence\x18\x13 \x01(\x08:\x04true\x12 \n\x14mining_sentence_size\x18\x0c \x01(\x05\x42\x02\x18\x01\x12\"\n\x16training_sentence_size\x18\r \x01(\x05\x42\x02\x18\x01\x12(\n\x17seed_sentencepiece_size\x18\x0e \x01(\x05:\x07\x31\x30\x30\x30\x30\x30\x30\x12\x1e\n\x10shrinking_factor\x18\x0f \x01(\x02:\x04\x30.75\x12!\n\x13max_sentence_length\x18\x12 \x01(\x05:\x04\x34\x31\x39\x32\x12\x17\n\x0bnum_threads\x18\x10 \x01(\x05:\x02\x31\x36\x12\x1d\n\x12num_sub_iterations\x18\x11 \x01(\x05:\x01\x32\x12$\n\x18max_sentencepiece_length\x18\x14 \x01(\x05:\x02\x31\x36\x12%\n\x17split_by_unicode_script\x18\x15 \x01(\x08:\x04true\x12\x1d\n\x0fsplit_by_number\x18\x17 \x01(\x08:\x04true\x12!\n\x13split_by_whitespace\x18\x16 \x01(\x08:\x04true\x12)\n\x1atreat_whitespace_as_suffix\x18\x18 \x01(\x08:\x05\x66\x61lse\x12+\n\x1c\x61llow_whitespace_only_pieces\x18\x1a \x01(\x08:\x05\x66\x61lse\x12\x1b\n\x0csplit_digits\x18\x19 \x01(\x08:\x05\x66\x61lse\x12#\n\x19pretokenization_delimiter\x18\x35 \x01(\t:\x00\x12\x17\n\x0f\x63ontrol_symbols\x18\x1e \x03(\t\x12\x1c\n\x14user_defined_symbols\x18\x1f \x03(\t\x12\x16\n\x0erequired_chars\x18$ \x01(\t\x12\x1c\n\rbyte_fallback\x18# \x01(\x08:\x05\x66\x61lse\x12+\n\x1dvocabulary_output_piece_score\x18 \x01(\x08:\x04true\x12\x1e\n\x10hard_vocab_limit\x18! \x01(\x08:\x04true\x12\x1c\n\ruse_all_vocab\x18\" \x01(\x08:\x05\x66\x61lse\x12\x11\n\x06unk_id\x18( \x01(\x05:\x01\x30\x12\x11\n\x06\x62os_id\x18) \x01(\x05:\x01\x31\x12\x11\n\x06\x65os_id\x18* \x01(\x05:\x01\x32\x12\x12\n\x06pad_id\x18+ \x01(\x05:\x02-1\x12\x18\n\tunk_piece\x18- \x01(\t:\x05<unk>\x12\x16\n\tbos_piece\x18. \x01(\t:\x03<s>\x12\x17\n\teos_piece\x18/ \x01(\t:\x04</s>\x12\x18\n\tpad_piece\x18\x30 \x01(\t:\x05<pad>\x12\x1a\n\x0bunk_surface\x18, \x01(\t:\x05 \xe2\x81\x87 \x12+\n\x1ctrain_extremely_large_corpus\x18\x31 \x01(\x08:\x05\x66\x61lse\x12\"\n\x18seed_sentencepieces_file\x18\x36 \x01(\t:\x00\"5\n\tModelType\x12\x0b\n\x07UNIGRAM\x10\x01\x12\x07\n\x03\x42PE\x10\x02\x12\x08\n\x04WORD\x10\x03\x12\x08\n\x04\x43HAR\x10\x04*\t\x08\xc8\x01\x10\x80\x80\x80\x80\x02\"\xd1\x01\n\x0eNormalizerSpec\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x1c\n\x14precompiled_charsmap\x18\x02 \x01(\x0c\x12\x1e\n\x10\x61\x64\x64_dummy_prefix\x18\x03 \x01(\x08:\x04true\x12&\n\x18remove_extra_whitespaces\x18\x04 \x01(\x08:\x04true\x12 \n\x12\x65scape_whitespaces\x18\x05 \x01(\x08:\x04true\x12\x1e\n\x16normalization_rule_tsv\x18\x06 \x01(\t*\t\x08\xc8\x01\x10\x80\x80\x80\x80\x02\"y\n\x0cSelfTestData\x12\x33\n\x07samples\x18\x01 \x03(\x0b\x32\".sentencepiece.SelfTestData.Sample\x1a)\n\x06Sample\x12\r\n\x05input\x18\x01 \x01(\t\x12\x10\n\x08\x65xpected\x18\x02 \x01(\t*\t\x08\xc8\x01\x10\x80\x80\x80\x80\x02\"\xfe\x03\n\nModelProto\x12\x37\n\x06pieces\x18\x01 \x03(\x0b\x32\'.sentencepiece.ModelProto.SentencePiece\x12\x30\n\x0ctrainer_spec\x18\x02 \x01(\x0b\x32\x1a.sentencepiece.TrainerSpec\x12\x36\n\x0fnormalizer_spec\x18\x03 \x01(\x0b\x32\x1d.sentencepiece.NormalizerSpec\x12\x33\n\x0eself_test_data\x18\x04 \x01(\x0b\x32\x1b.sentencepiece.SelfTestData\x12\x38\n\x11\x64\x65normalizer_spec\x18\x05 \x01(\x0b\x32\x1d.sentencepiece.NormalizerSpec\x1a\xd2\x01\n\rSentencePiece\x12\r\n\x05piece\x18\x01 \x01(\t\x12\r\n\x05score\x18\x02 \x01(\x02\x12\x42\n\x04type\x18\x03 \x01(\x0e\x32,.sentencepiece.ModelProto.SentencePiece.Type:\x06NORMAL\"T\n\x04Type\x12\n\n\x06NORMAL\x10\x01\x12\x0b\n\x07UNKNOWN\x10\x02\x12\x0b\n\x07\x43ONTROL\x10\x03\x12\x10\n\x0cUSER_DEFINED\x10\x04\x12\x08\n\x04\x42YTE\x10\x06\x12\n\n\x06UNUSED\x10\x05*\t\x08\xc8\x01\x10\x80\x80\x80\x80\x02*\t\x08\xc8\x01\x10\x80\x80\x80\x80\x02\x42\x02H\x03'
 ),
)
_TRAINERSPEC_MODELTYPE = _descriptor.EnumDescriptor(
 name='ModelType',
 full_name='sentencepiece.TrainerSpec.ModelType',
 filename=None,
 file=DESCRIPTOR,
 values=[
 _descriptor.EnumValueDescriptor(name='UNIGRAM', index=0, number=1, serialized_options=None, type=None),
 _descriptor.EnumValueDescriptor(name='BPE', index=1, number=2, serialized_options=None, type=None),
 _descriptor.EnumValueDescriptor(name='WORD', index=2, number=3, serialized_options=None, type=None),
 _descriptor.EnumValueDescriptor(name='CHAR', index=3, number=4, serialized_options=None, type=None),
 ],
 containing_type=None,
 serialized_options=None,
 serialized_start=1553,
 serialized_end=1606,
)
_sym_db.RegisterEnumDescriptor(_TRAINERSPEC_MODELTYPE)
_MODELPROTO_SENTENCEPIECE_TYPE = _descriptor.EnumDescriptor(
 name='Type',
 full_name='sentencepiece.ModelProto.SentencePiece.Type',
 filename=None,
 file=DESCRIPTOR,
 values=[
 _descriptor.EnumValueDescriptor(name='NORMAL', index=0, number=1, serialized_options=None, type=None),
 _descriptor.EnumValueDescriptor(name='UNKNOWN', index=1, number=2, serialized_options=None, type=None),
 _descriptor.EnumValueDescriptor(name='CONTROL', index=2, number=3, serialized_options=None, type=None),
 _descriptor.EnumValueDescriptor(name='USER_DEFINED', index=3, number=4, serialized_options=None, type=None),
 _descriptor.EnumValueDescriptor(name='BYTE', index=4, number=6, serialized_options=None, type=None),
 _descriptor.EnumValueDescriptor(name='UNUSED', index=5, number=5, serialized_options=None, type=None),
 ],
 containing_type=None,
 serialized_options=None,
 serialized_start=2359,
 serialized_end=2443,
)
_sym_db.RegisterEnumDescriptor(_MODELPROTO_SENTENCEPIECE_TYPE)
_TRAINERSPEC = _descriptor.Descriptor(
 name='TrainerSpec',
 full_name='sentencepiece.TrainerSpec',
 filename=None,
 file=DESCRIPTOR,
 containing_type=None,
 fields=[
 _descriptor.FieldDescriptor(
 name='input',
 full_name='sentencepiece.TrainerSpec.input',
 index=0,
 number=1,
 type=9,
 cpp_type=9,
 label=3,
 has_default_value=False,
 default_value=[],
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='input_format',
 full_name='sentencepiece.TrainerSpec.input_format',
 index=1,
 number=7,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=False,
 default_value=_b("").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='model_prefix',
 full_name='sentencepiece.TrainerSpec.model_prefix',
 index=2,
 number=2,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=False,
 default_value=_b("").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='model_type',
 full_name='sentencepiece.TrainerSpec.model_type',
 index=3,
 number=3,
 type=14,
 cpp_type=8,
 label=1,
 has_default_value=True,
 default_value=1,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='vocab_size',
 full_name='sentencepiece.TrainerSpec.vocab_size',
 index=4,
 number=4,
 type=5,
 cpp_type=1,
 label=1,
 has_default_value=True,
 default_value=8000,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='accept_language',
 full_name='sentencepiece.TrainerSpec.accept_language',
 index=5,
 number=5,
 type=9,
 cpp_type=9,
 label=3,
 has_default_value=False,
 default_value=[],
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='self_test_sample_size',
 full_name='sentencepiece.TrainerSpec.self_test_sample_size',
 index=6,
 number=6,
 type=5,
 cpp_type=1,
 label=1,
 has_default_value=True,
 default_value=0,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='enable_differential_privacy',
 full_name='sentencepiece.TrainerSpec.enable_differential_privacy',
 index=7,
 number=50,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=False,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='differential_privacy_noise_level',
 full_name='sentencepiece.TrainerSpec.differential_privacy_noise_level',
 index=8,
 number=51,
 type=2,
 cpp_type=6,
 label=1,
 has_default_value=True,
 default_value=float(0),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='differential_privacy_clipping_threshold',
 full_name='sentencepiece.TrainerSpec.differential_privacy_clipping_threshold',
 index=9,
 number=52,
 type=4,
 cpp_type=4,
 label=1,
 has_default_value=True,
 default_value=0,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='character_coverage',
 full_name='sentencepiece.TrainerSpec.character_coverage',
 index=10,
 number=10,
 type=2,
 cpp_type=6,
 label=1,
 has_default_value=True,
 default_value=float(0.9995),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='input_sentence_size',
 full_name='sentencepiece.TrainerSpec.input_sentence_size',
 index=11,
 number=11,
 type=4,
 cpp_type=4,
 label=1,
 has_default_value=True,
 default_value=0,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='shuffle_input_sentence',
 full_name='sentencepiece.TrainerSpec.shuffle_input_sentence',
 index=12,
 number=19,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=True,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='mining_sentence_size',
 full_name='sentencepiece.TrainerSpec.mining_sentence_size',
 index=13,
 number=12,
 type=5,
 cpp_type=1,
 label=1,
 has_default_value=False,
 default_value=0,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=_b('\030\001'),
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='training_sentence_size',
 full_name='sentencepiece.TrainerSpec.training_sentence_size',
 index=14,
 number=13,
 type=5,
 cpp_type=1,
 label=1,
 has_default_value=False,
 default_value=0,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=_b('\030\001'),
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='seed_sentencepiece_size',
 full_name='sentencepiece.TrainerSpec.seed_sentencepiece_size',
 index=15,
 number=14,
 type=5,
 cpp_type=1,
 label=1,
 has_default_value=True,
 default_value=1000000,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='shrinking_factor',
 full_name='sentencepiece.TrainerSpec.shrinking_factor',
 index=16,
 number=15,
 type=2,
 cpp_type=6,
 label=1,
 has_default_value=True,
 default_value=float(0.75),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='max_sentence_length',
 full_name='sentencepiece.TrainerSpec.max_sentence_length',
 index=17,
 number=18,
 type=5,
 cpp_type=1,
 label=1,
 has_default_value=True,
 default_value=4192,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='num_threads',
 full_name='sentencepiece.TrainerSpec.num_threads',
 index=18,
 number=16,
 type=5,
 cpp_type=1,
 label=1,
 has_default_value=True,
 default_value=16,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='num_sub_iterations',
 full_name='sentencepiece.TrainerSpec.num_sub_iterations',
 index=19,
 number=17,
 type=5,
 cpp_type=1,
 label=1,
 has_default_value=True,
 default_value=2,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='max_sentencepiece_length',
 full_name='sentencepiece.TrainerSpec.max_sentencepiece_length',
 index=20,
 number=20,
 type=5,
 cpp_type=1,
 label=1,
 has_default_value=True,
 default_value=16,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='split_by_unicode_script',
 full_name='sentencepiece.TrainerSpec.split_by_unicode_script',
 index=21,
 number=21,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=True,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='split_by_number',
 full_name='sentencepiece.TrainerSpec.split_by_number',
 index=22,
 number=23,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=True,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='split_by_whitespace',
 full_name='sentencepiece.TrainerSpec.split_by_whitespace',
 index=23,
 number=22,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=True,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='treat_whitespace_as_suffix',
 full_name='sentencepiece.TrainerSpec.treat_whitespace_as_suffix',
 index=24,
 number=24,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=False,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='allow_whitespace_only_pieces',
 full_name='sentencepiece.TrainerSpec.allow_whitespace_only_pieces',
 index=25,
 number=26,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=False,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='split_digits',
 full_name='sentencepiece.TrainerSpec.split_digits',
 index=26,
 number=25,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=False,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='pretokenization_delimiter',
 full_name='sentencepiece.TrainerSpec.pretokenization_delimiter',
 index=27,
 number=53,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=True,
 default_value=_b("").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='control_symbols',
 full_name='sentencepiece.TrainerSpec.control_symbols',
 index=28,
 number=30,
 type=9,
 cpp_type=9,
 label=3,
 has_default_value=False,
 default_value=[],
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='user_defined_symbols',
 full_name='sentencepiece.TrainerSpec.user_defined_symbols',
 index=29,
 number=31,
 type=9,
 cpp_type=9,
 label=3,
 has_default_value=False,
 default_value=[],
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='required_chars',
 full_name='sentencepiece.TrainerSpec.required_chars',
 index=30,
 number=36,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=False,
 default_value=_b("").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='byte_fallback',
 full_name='sentencepiece.TrainerSpec.byte_fallback',
 index=31,
 number=35,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=False,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='vocabulary_output_piece_score',
 full_name='sentencepiece.TrainerSpec.vocabulary_output_piece_score',
 index=32,
 number=32,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=True,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='hard_vocab_limit',
 full_name='sentencepiece.TrainerSpec.hard_vocab_limit',
 index=33,
 number=33,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=True,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='use_all_vocab',
 full_name='sentencepiece.TrainerSpec.use_all_vocab',
 index=34,
 number=34,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=False,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='unk_id',
 full_name='sentencepiece.TrainerSpec.unk_id',
 index=35,
 number=40,
 type=5,
 cpp_type=1,
 label=1,
 has_default_value=True,
 default_value=0,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='bos_id',
 full_name='sentencepiece.TrainerSpec.bos_id',
 index=36,
 number=41,
 type=5,
 cpp_type=1,
 label=1,
 has_default_value=True,
 default_value=1,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='eos_id',
 full_name='sentencepiece.TrainerSpec.eos_id',
 index=37,
 number=42,
 type=5,
 cpp_type=1,
 label=1,
 has_default_value=True,
 default_value=2,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='pad_id',
 full_name='sentencepiece.TrainerSpec.pad_id',
 index=38,
 number=43,
 type=5,
 cpp_type=1,
 label=1,
 has_default_value=True,
 default_value=-1,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='unk_piece',
 full_name='sentencepiece.TrainerSpec.unk_piece',
 index=39,
 number=45,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=True,
 default_value=_b("<unk>").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='bos_piece',
 full_name='sentencepiece.TrainerSpec.bos_piece',
 index=40,
 number=46,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=True,
 default_value=_b("<s>").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='eos_piece',
 full_name='sentencepiece.TrainerSpec.eos_piece',
 index=41,
 number=47,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=True,
 default_value=_b("</s>").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='pad_piece',
 full_name='sentencepiece.TrainerSpec.pad_piece',
 index=42,
 number=48,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=True,
 default_value=_b("<pad>").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='unk_surface',
 full_name='sentencepiece.TrainerSpec.unk_surface',
 index=43,
 number=44,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=True,
 default_value=_b(" \342\201\207 ").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='train_extremely_large_corpus',
 full_name='sentencepiece.TrainerSpec.train_extremely_large_corpus',
 index=44,
 number=49,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=False,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='seed_sentencepieces_file',
 full_name='sentencepiece.TrainerSpec.seed_sentencepieces_file',
 index=45,
 number=54,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=True,
 default_value=_b("").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 ],
 extensions=[],
 nested_types=[],
 enum_types=[
 _TRAINERSPEC_MODELTYPE,
 ],
 serialized_options=None,
 is_extendable=True,
 syntax='proto2',
 extension_ranges=[
 (200, 536870912),
 ],
 oneofs=[],
 serialized_start=45,
 serialized_end=1617,
)
_NORMALIZERSPEC = _descriptor.Descriptor(
 name='NormalizerSpec',
 full_name='sentencepiece.NormalizerSpec',
 filename=None,
 file=DESCRIPTOR,
 containing_type=None,
 fields=[
 _descriptor.FieldDescriptor(
 name='name',
 full_name='sentencepiece.NormalizerSpec.name',
 index=0,
 number=1,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=False,
 default_value=_b("").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='precompiled_charsmap',
 full_name='sentencepiece.NormalizerSpec.precompiled_charsmap',
 index=1,
 number=2,
 type=12,
 cpp_type=9,
 label=1,
 has_default_value=False,
 default_value=_b(""),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='add_dummy_prefix',
 full_name='sentencepiece.NormalizerSpec.add_dummy_prefix',
 index=2,
 number=3,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=True,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='remove_extra_whitespaces',
 full_name='sentencepiece.NormalizerSpec.remove_extra_whitespaces',
 index=3,
 number=4,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=True,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='escape_whitespaces',
 full_name='sentencepiece.NormalizerSpec.escape_whitespaces',
 index=4,
 number=5,
 type=8,
 cpp_type=7,
 label=1,
 has_default_value=True,
 default_value=True,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='normalization_rule_tsv',
 full_name='sentencepiece.NormalizerSpec.normalization_rule_tsv',
 index=5,
 number=6,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=False,
 default_value=_b("").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 ],
 extensions=[],
 nested_types=[],
 enum_types=[],
 serialized_options=None,
 is_extendable=True,
 syntax='proto2',
 extension_ranges=[
 (200, 536870912),
 ],
 oneofs=[],
 serialized_start=1620,
 serialized_end=1829,
)
_SELFTESTDATA_SAMPLE = _descriptor.Descriptor(
 name='Sample',
 full_name='sentencepiece.SelfTestData.Sample',
 filename=None,
 file=DESCRIPTOR,
 containing_type=None,
 fields=[
 _descriptor.FieldDescriptor(
 name='input',
 full_name='sentencepiece.SelfTestData.Sample.input',
 index=0,
 number=1,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=False,
 default_value=_b("").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='expected',
 full_name='sentencepiece.SelfTestData.Sample.expected',
 index=1,
 number=2,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=False,
 default_value=_b("").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 ],
 extensions=[],
 nested_types=[],
 enum_types=[],
 serialized_options=None,
 is_extendable=False,
 syntax='proto2',
 extension_ranges=[],
 oneofs=[],
 serialized_start=1900,
 serialized_end=1941,
)
_SELFTESTDATA = _descriptor.Descriptor(
 name='SelfTestData',
 full_name='sentencepiece.SelfTestData',
 filename=None,
 file=DESCRIPTOR,
 containing_type=None,
 fields=[
 _descriptor.FieldDescriptor(
 name='samples',
 full_name='sentencepiece.SelfTestData.samples',
 index=0,
 number=1,
 type=11,
 cpp_type=10,
 label=3,
 has_default_value=False,
 default_value=[],
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 ],
 extensions=[],
 nested_types=[
 _SELFTESTDATA_SAMPLE,
 ],
 enum_types=[],
 serialized_options=None,
 is_extendable=True,
 syntax='proto2',
 extension_ranges=[
 (200, 536870912),
 ],
 oneofs=[],
 serialized_start=1831,
 serialized_end=1952,
)
_MODELPROTO_SENTENCEPIECE = _descriptor.Descriptor(
 name='SentencePiece',
 full_name='sentencepiece.ModelProto.SentencePiece',
 filename=None,
 file=DESCRIPTOR,
 containing_type=None,
 fields=[
 _descriptor.FieldDescriptor(
 name='piece',
 full_name='sentencepiece.ModelProto.SentencePiece.piece',
 index=0,
 number=1,
 type=9,
 cpp_type=9,
 label=1,
 has_default_value=False,
 default_value=_b("").decode('utf-8'),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='score',
 full_name='sentencepiece.ModelProto.SentencePiece.score',
 index=1,
 number=2,
 type=2,
 cpp_type=6,
 label=1,
 has_default_value=False,
 default_value=float(0),
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='type',
 full_name='sentencepiece.ModelProto.SentencePiece.type',
 index=2,
 number=3,
 type=14,
 cpp_type=8,
 label=1,
 has_default_value=True,
 default_value=1,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 ],
 extensions=[],
 nested_types=[],
 enum_types=[
 _MODELPROTO_SENTENCEPIECE_TYPE,
 ],
 serialized_options=None,
 is_extendable=True,
 syntax='proto2',
 extension_ranges=[
 (200, 536870912),
 ],
 oneofs=[],
 serialized_start=2244,
 serialized_end=2454,
)
_MODELPROTO = _descriptor.Descriptor(
 name='ModelProto',
 full_name='sentencepiece.ModelProto',
 filename=None,
 file=DESCRIPTOR,
 containing_type=None,
 fields=[
 _descriptor.FieldDescriptor(
 name='pieces',
 full_name='sentencepiece.ModelProto.pieces',
 index=0,
 number=1,
 type=11,
 cpp_type=10,
 label=3,
 has_default_value=False,
 default_value=[],
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='trainer_spec',
 full_name='sentencepiece.ModelProto.trainer_spec',
 index=1,
 number=2,
 type=11,
 cpp_type=10,
 label=1,
 has_default_value=False,
 default_value=None,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='normalizer_spec',
 full_name='sentencepiece.ModelProto.normalizer_spec',
 index=2,
 number=3,
 type=11,
 cpp_type=10,
 label=1,
 has_default_value=False,
 default_value=None,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='self_test_data',
 full_name='sentencepiece.ModelProto.self_test_data',
 index=3,
 number=4,
 type=11,
 cpp_type=10,
 label=1,
 has_default_value=False,
 default_value=None,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 _descriptor.FieldDescriptor(
 name='denormalizer_spec',
 full_name='sentencepiece.ModelProto.denormalizer_spec',
 index=4,
 number=5,
 type=11,
 cpp_type=10,
 label=1,
 has_default_value=False,
 default_value=None,
 message_type=None,
 enum_type=None,
 containing_type=None,
 is_extension=False,
 extension_scope=None,
 serialized_options=None,
 file=DESCRIPTOR,
 ),
 ],
 extensions=[],
 nested_types=[
 _MODELPROTO_SENTENCEPIECE,
 ],
 enum_types=[],
 serialized_options=None,
 is_extendable=True,
 syntax='proto2',
 extension_ranges=[
 (200, 536870912),
 ],
 oneofs=[],
 serialized_start=1955,
 serialized_end=2465,
)
_TRAINERSPEC.fields_by_name['model_type'].enum_type = _TRAINERSPEC_MODELTYPE
_TRAINERSPEC_MODELTYPE.containing_type = _TRAINERSPEC
_SELFTESTDATA_SAMPLE.containing_type = _SELFTESTDATA
_SELFTESTDATA.fields_by_name['samples'].message_type = _SELFTESTDATA_SAMPLE
_MODELPROTO_SENTENCEPIECE.fields_by_name['type'].enum_type = _MODELPROTO_SENTENCEPIECE_TYPE
_MODELPROTO_SENTENCEPIECE.containing_type = _MODELPROTO
_MODELPROTO_SENTENCEPIECE_TYPE.containing_type = _MODELPROTO_SENTENCEPIECE
_MODELPROTO.fields_by_name['pieces'].message_type = _MODELPROTO_SENTENCEPIECE
_MODELPROTO.fields_by_name['trainer_spec'].message_type = _TRAINERSPEC
_MODELPROTO.fields_by_name['normalizer_spec'].message_type = _NORMALIZERSPEC
_MODELPROTO.fields_by_name['self_test_data'].message_type = _SELFTESTDATA
_MODELPROTO.fields_by_name['denormalizer_spec'].message_type = _NORMALIZERSPEC
DESCRIPTOR.message_types_by_name['TrainerSpec'] = _TRAINERSPEC
DESCRIPTOR.message_types_by_name['NormalizerSpec'] = _NORMALIZERSPEC
DESCRIPTOR.message_types_by_name['SelfTestData'] = _SELFTESTDATA
DESCRIPTOR.message_types_by_name['ModelProto'] = _MODELPROTO
_sym_db.RegisterFileDescriptor(DESCRIPTOR)
TrainerSpec = _reflection.GeneratedProtocolMessageType(
 'TrainerSpec',
 (_message.Message,),
 dict(
 DESCRIPTOR=_TRAINERSPEC,
 __module__='sentencepiece_model_pb2',
 # @@protoc_insertion_point(class_scope:sentencepiece.TrainerSpec)
 ),
)
_sym_db.RegisterMessage(TrainerSpec)
NormalizerSpec = _reflection.GeneratedProtocolMessageType(
 'NormalizerSpec',
 (_message.Message,),
 dict(
 DESCRIPTOR=_NORMALIZERSPEC,
 __module__='sentencepiece_model_pb2',
 # @@protoc_insertion_point(class_scope:sentencepiece.NormalizerSpec)
 ),
)
_sym_db.RegisterMessage(NormalizerSpec)
SelfTestData = _reflection.GeneratedProtocolMessageType(
 'SelfTestData',
 (_message.Message,),
 dict(
 Sample=_reflection.GeneratedProtocolMessageType(
 'Sample',
 (_message.Message,),
 dict(
 DESCRIPTOR=_SELFTESTDATA_SAMPLE,
 __module__='sentencepiece_model_pb2',
 # @@protoc_insertion_point(class_scope:sentencepiece.SelfTestData.Sample)
 ),
 ),
 DESCRIPTOR=_SELFTESTDATA,
 __module__='sentencepiece_model_pb2',
 # @@protoc_insertion_point(class_scope:sentencepiece.SelfTestData)
 ),
)
_sym_db.RegisterMessage(SelfTestData)
_sym_db.RegisterMessage(SelfTestData.Sample)
ModelProto = _reflection.GeneratedProtocolMessageType(
 'ModelProto',
 (_message.Message,),
 dict(
 SentencePiece=_reflection.GeneratedProtocolMessageType(
 'SentencePiece',
 (_message.Message,),
 dict(
 DESCRIPTOR=_MODELPROTO_SENTENCEPIECE,
 __module__='sentencepiece_model_pb2',
 # @@protoc_insertion_point(class_scope:sentencepiece.ModelProto.SentencePiece)
 ),
 ),
 DESCRIPTOR=_MODELPROTO,
 __module__='sentencepiece_model_pb2',
 # @@protoc_insertion_point(class_scope:sentencepiece.ModelProto)
 ),
)
_sym_db.RegisterMessage(ModelProto)
_sym_db.RegisterMessage(ModelProto.SentencePiece)
DESCRIPTOR._options = None
_TRAINERSPEC.fields_by_name['mining_sentence_size']._options = None
_TRAINERSPEC.fields_by_name['training_sentence_size']._options = None
# @@protoc_insertion_point(module_scope)