Added ADT for ModelEngine #13862
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Added ADT for ModelEngine #13862
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maziyarpanahi
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Jun 23, 2023
maziyarpanahi
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Jul 1, 2023
* Add ONNX Runtime to the dependencies * Add both CPU and GPU coordinates for onnxruntime * Implement OnnxSerializeModel * Implement OnnxWrapper * Update error message for loading external models * Add support for ONNX to BertEmbeddings annotator * Add support for ONNX to BERT backend * Add support for ONNX to DeBERTa * Implement ONNX in DeBERTa backend * Adapt Bert For sentence embeddings with the new backend * Update unit test for BERT (temp) * Update unit test for DeBERTa (temp) * Update onnxruntime and google cloud dependencies * Seems Apple Silicon and Aarch64 are supported in onnxruntime * Cleaning up * Remove bad merge * Update BERT unit test * Add fix me to the try * Making withSafeOnnxModelLoader thread safe * update onnxruntime * Revert back to normal unit tests for now [ski ptest] * Added ADT for ModelEngine (#13862) Co-authored-by: Stefano Lori <s.lori@izicap.com> * Optimize ONNX on CPU * refactor * Add ONNX support to DistilBERT * Add support for ONNX in RoBERTa * Fix the bad serialization on write * Fix using the wrong object --------- Co-authored-by: Stefano Lori <wolliq@users.noreply.github.com> Co-authored-by: Stefano Lori <s.lori@izicap.com>
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Description
Created ADT for ModelEngine to prepare future extensions with clean typing
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