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ZENODO
Other ORP type . 2020
License: http://www.opensource.org/licenses/Apache-2.0
Data sources: Datacite
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Other ORP type . 2020
License: http://www.apache.org/licenses/LICENSE-2.0
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ZENODO
Other ORP type . 2020
License: http://www.opensource.org/licenses/Apache-2.0
Data sources: Datacite
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Trained model for MobileBERT in ONNX INT8 for MLPerf inference

appsOther research productkeyboard_double_arrow_right Other ORP type 17 Jun 2020Publisher:Zenodo
Authors: Shamporov, Vasily; Shevtsov;

doi: 10.5281/zenodo.3899507 , 10.5281/zenodo.3899506

Trained model for MobileBERT in ONNX INT8 for MLPerf inference

Abstract

Application: Question & Answering ML Task: MobileBERT Framework: ONNX Training information: source https://github.com/google-research/google-research/tree/master/mobilebert. Imported https://storage.googleapis.com/cloud-tpu-checkpoints/mobilebert/uncased_L-24_H-128_B-512_A-4_F-4_OPT.tar.gz checkpoint to PyTorch using Huggingface transforms. Quantaization aware training using Huggingface to save the model in ONNX model. Quality: F1 89.4% (INT8 model) Precision: INT8 Is Quantized: Yes Is ONNX: Yes Daatset: SQUAD v1.1

Keywords

MobileBERT, ONNX, Squad v1.1, inference, int8 model

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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