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author | Lester Solbakken <lesters@oath.com> | 2022-04-06 15:42:16 +0200 |
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committer | Lester Solbakken <lesters@oath.com> | 2022-04-06 15:42:16 +0200 |
commit | 0040e513d9ebf634130615dde62b2908c4aa9aa1 (patch) | |
tree | 9d153ffe7204cf2a7d1b744cb94ed962c68c72e2 /configdefinitions | |
parent | 7359332a2a806c84c2e504da60b9c5b087e81747 (diff) |
Move embedder config def to configdefinitions and serialize as reference
Diffstat (limited to 'configdefinitions')
3 files changed, 33 insertions, 0 deletions
diff --git a/configdefinitions/src/main/java/com/yahoo/embedding/package-info.java b/configdefinitions/src/main/java/com/yahoo/embedding/package-info.java new file mode 100644 index 00000000000..1842b80aba9 --- /dev/null +++ b/configdefinitions/src/main/java/com/yahoo/embedding/package-info.java @@ -0,0 +1,5 @@ +// Copyright Yahoo. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. +@ExportPackage +package com.yahoo.embedding; + +import com.yahoo.osgi.annotation.ExportPackage; diff --git a/configdefinitions/src/vespa/CMakeLists.txt b/configdefinitions/src/vespa/CMakeLists.txt index 3735a8ae57a..33ceb5338d3 100644 --- a/configdefinitions/src/vespa/CMakeLists.txt +++ b/configdefinitions/src/vespa/CMakeLists.txt @@ -74,3 +74,4 @@ vespa_generate_config(configdefinitions all-clusters-bucket-spaces.def) install_config_definition(all-clusters-bucket-spaces.def vespa.config.content.all-clusters-bucket-spaces.def) vespa_generate_config(configdefinitions stateserver.def) install_config_definition(stateserver.def vespa.config.core.stateserver.def) +install_config_definition(embedding.bert-base-embedder.def embedding.bert-base-embedder.def) diff --git a/configdefinitions/src/vespa/embedding.bert-base-embedder.def b/configdefinitions/src/vespa/embedding.bert-base-embedder.def new file mode 100644 index 00000000000..a37599de411 --- /dev/null +++ b/configdefinitions/src/vespa/embedding.bert-base-embedder.def @@ -0,0 +1,27 @@ + +namespace=embedding + +# Transformer model settings +transformerModelUrl url default=https://data.vespa.oath.cloud/onnx_models/sentence_all_MiniLM_L6_v2.onnx + +# 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 + +# 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 + +# Settings for wordpiece tokenizer +tokenizerVocabUrl url default=https://data.vespa.oath.cloud/onnx_models/bert-base-uncased-vocab.txt |