1 write to Id
Microsoft.ML.Tokenizers (1)
EncodedToken.cs (1)
36
Id
= id;
89 references to Id
Microsoft.ML.Tokenizers (15)
Model\CodeGenTokenizer.cs (8)
1018
accumulatedIds.Add(t.
Id
);
1044
accumulatedIds?.Add(tokens[k].
Id
);
1056
accumulatedIds?.Add(tokens[tokenCount].
Id
);
1074
accumulatedIds.Add(t.
Id
);
1092
accumulatedIds?.Add(tokens[i].
Id
);
1593
tokens.Add(new EncodedToken(tokensToAdd[0].
Id
, tokensToAdd[0].Value, (offset == 0 ? tokensToAdd[0].Offset.Index : tokensToAdd[0].Offset.Index + offset - 1, offset == 0 ? tokensToAdd[0].Offset.Length - 1 : tokensToAdd[0].Offset.Length)));
1597
tokens.Add(new EncodedToken(tokensToAdd[i].
Id
, tokensToAdd[i].Value, (tokensToAdd[i].Offset.Index + offset - 1, tokensToAdd[i].Offset.Length)));
1605
tokens.Add(new EncodedToken(t.
Id
, t.Value, (t.Offset.Index + offset, t.Offset.Length)));
Model\EnglishRobertaTokenizer.cs (6)
328
tokens.Add(new EncodedToken(t.
Id
, t.Value, (split.Offset + t.Offset.Index, t.Offset.Length)));
587
accumulatedIds.Add(t.
Id
);
599
accumulatedIds.Add(tokens[i].
Id
);
624
accumulatedIds.Add(t.
Id
);
636
accumulatedIds.Add(tokens[i].
Id
);
918
list.Add(new EncodedToken(tokens[j].
Id
, tokens[j].Value, (indexMapping[index], tokens[j].Value.Length)));
Tokenizer.cs (1)
49
ids[i] = results.Tokens[i].
Id
;
Microsoft.ML.Tokenizers.Tests (72)
BpeTests.cs (5)
258
int[] encodingIds = encoding.Select(t => t.
Id
).ToArray();
278
Assert.Equal(ids[i], encoding[i].
Id
);
380
Assert.Equal(encoding.Select(t => t.
Id
).ToArray(), ids);
434
Assert.Equal(expectedIds, encoding.Select(t => t.
Id
).ToArray());
438
Assert.Equal(expectedIds, encoding1.Select(t => t.
Id
).ToArray());
CodeGenTests.cs (44)
236
Assert.Equal(expectedIdsWithSpace, encoding.Select(t => t.
Id
).ToArray());
242
Assert.Equal(expectedIds, encoding.Select(t => t.
Id
).ToArray());
253
int[] ids = encoding.Select(t => t.
Id
).ToArray();
256
ids = encoding.Select(t => t.
Id
).ToArray();
261
ids = encoding.Select(t => t.
Id
).ToArray();
264
ids = encoding.Select(t => t.
Id
).ToArray();
269
ids = encoding.Select(t => t.
Id
).ToArray();
272
ids = encoding.Select(t => t.
Id
).ToArray();
277
ids = encoding.Select(t => t.
Id
).ToArray();
280
ids = encoding.Select(t => t.
Id
).ToArray();
285
ids = encoding.Select(t => t.
Id
).ToArray();
288
ids = encoding.Select(t => t.
Id
).ToArray();
293
ids = encoding.Select(t => t.
Id
).ToArray();
297
ids = encoding.Select(t => t.
Id
).ToArray();
556
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
561
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
566
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
571
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
580
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
585
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
590
Assert.Equal(expectedIds, encoding.Select(t => t.
Id
).ToArray());
595
Assert.Equal(expectedIds, encoding.Select(t => t.
Id
).ToArray());
600
Assert.Equal(expectedIdsWithSpace, encoding.Select(t => t.
Id
).ToArray());
605
Assert.Equal(expectedIdsWithSpace, encoding.Select(t => t.
Id
).ToArray());
689
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
694
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
699
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
704
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
713
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
718
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
723
Assert.Equal(expectedIds, encoding.Select(t => t.
Id
).ToArray());
728
Assert.Equal(expectedIds, encoding.Select(t => t.
Id
).ToArray());
733
Assert.Equal(expectedIdsWithSpace, encoding.Select(t => t.
Id
).ToArray());
738
Assert.Equal(expectedIdsWithSpace, encoding.Select(t => t.
Id
).ToArray());
824
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
830
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
836
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
842
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
854
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
860
Assert.Equal(idList, encoding.Select(t => t.
Id
).ToArray());
866
Assert.Equal(expectedIds, encoding.Select(t => t.
Id
).ToArray());
872
Assert.Equal(expectedIds, encoding.Select(t => t.
Id
).ToArray());
878
Assert.Equal(expectedIdsWithSpace, encoding.Select(t => t.
Id
).ToArray());
884
Assert.Equal(expectedIdsWithSpace, encoding.Select(t => t.
Id
).ToArray());
EnglishRobertaTests.cs (3)
186
Assert.Equal(expectedIds, encoding.Select(t => t.
Id
).ToArray());
190
Assert.Equal(expectedIds, encoding1.Select(t => t.
Id
).ToArray());
266
int[] encodingIds = encoding.Select(t => t.
Id
).ToArray();
LlamaTests.cs (12)
245
Assert.Equal(ids, result.Select(t => t.
Id
).ToArray());
267
Assert.Equal(ids.Skip(1), bpeTokens.Select(token => token.
Id
));
269
int[] extractedIds = bpeTokens.Select(token => token.
Id
).ToArray();
277
Assert.Equal(isEmptyInput ? Array.Empty<int>() : ids.Skip(1).Concat(new[] { bpe.EndOfSentenceId }), bpeTokens.Select(token => token.
Id
));
279
extractedIds = bpeTokens.Select(token => token.
Id
).ToArray();
287
Assert.Equal(isEmptyInput ? Array.Empty<int>() : ids.Concat(new[] { bpe.EndOfSentenceId }), bpeTokens.Select(token => token.
Id
));
289
extractedIds = bpeTokens.Select(token => token.
Id
).ToArray();
505
Assert.Equal(expectedIds, encoding.Select(t => t.
Id
).ToArray());
509
Assert.Equal(expectedIds, encoding1.Select(t => t.
Id
).ToArray());
543
Assert.Equal(expectedIds1, encoding.Select(t => t.
Id
).ToArray());
666
Assert.Equal(new[] { tokenizer.BeginningOfSentenceId, kvp.Value }, encodedTokens.Select(et => et.
Id
).ToArray());
670
Assert.Equal(encodedIds, encodedTokens.Select(et => et.
Id
).ToArray());
TitokenTests.cs (8)
145
int[] ids = result.Select(token => token.
Id
).ToArray();
198
int[] ids = result.Select(token => token.
Id
).ToArray();
239
int[] ids = result.Select(token => token.
Id
).ToArray();
274
Assert.Equal(encoded, result.Select(token => token.
Id
).ToArray());
309
Assert.Equal(encoded, result.Select(token => token.
Id
).ToArray());
569
Assert.Equal(expectedIds, encoding.Select(t => t.
Id
).ToArray());
573
Assert.Equal(expectedIds, encoding1.Select(t => t.
Id
).ToArray());
680
int[] ids = result.Select(r => r.
Id
).ToArray();
Microsoft.ML.TorchSharp (2)
NasBert\NerTrainer.cs (1)
190
t = torch.tensor((ZeroArray).Concat(Tokenizer.RobertaModel().ConvertIdsToOccurrenceRanks(encoding.Select(t => t.
Id
).ToArray())).ToList(), device: Device);
Roberta\QATrainer.cs (1)
406
var contextTokenId = Tokenizer.RobertaModel().ConvertIdsToOccurrenceRanks(contextTokens.Select(t => t.
Id
).ToArray());