summaryrefslogtreecommitdiffstats
path: root/model-integration/src/main/resources/configdefinitions/embedding.bert-base-embedder.def
blob: ef42d81e1fe1152c4d6236edab3fa2a7eca5f2da (plain) (blame)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
namespace=embedding

# Wordpiece tokenizer
tokenizerVocab model

transformerModel  model

# Max length of token sequence model can handle
transformerMaxTokens int default=384

# Pooling strategy
poolingStrategy enum { cls, mean } default=mean

# Input names
transformerInputIds      string default=input_ids
transformerAttentionMask string default=attention_mask
transformerTokenTypeIds  string default=token_type_ids

# special token ids
transformerStartSequenceToken int default=101
transformerEndSequenceToken   int default=102

# Output name
transformerOutput string default=output_0

# Settings for ONNX model evaluation
onnxExecutionMode enum { parallel, sequential } default=sequential
onnxInterOpThreads int default=1
onnxIntraOpThreads int default=-4  # n=number of threads -> n<0: CPUs/(-n), n==0: CPUs, n>0: n