Shang Zhang
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a59e7c1ed4
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Add QDQBert model and quantization examples of SQUAD task (#14066)
* clean up branch for add-qdqbert-model
* README update for QAT example; update docstrings in modeling_qdqbert.py
* Update qdqbert.rst
* Update README.md
* Update README.md
* calibration data using traning set; QAT example runs in fp32
* re-use BERTtokenizer for qdqbert
* Update docs/source/model_doc/qdqbert.rst
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* Update docs/source/model_doc/qdqbert.rst
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* Update docs/source/model_doc/qdqbert.rst
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* remove qdqbert tokenizer
* Update qdqbert.rst
* update evaluate-hf-trt-qa.py
* update configuration_qdqbert.py
* update modeling_qdqbert.py: add copied statement; replace assert with ValueError
* update copied from statement
* add is_quantization_available; run make fix-copies
* unittest add require_quantization
* add backend dependency to qdqbert model
* update README; update evaluate script; make style
* lint
* docs qdqbert update
* circleci build_doc add pytorch-quantization for qdqbert
* update README
* update example readme with instructions to upgrade TensorRT to 8.2
* Update src/transformers/models/qdqbert/configuration_qdqbert.py
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
* Update src/transformers/models/qdqbert/configuration_qdqbert.py
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
* Update src/transformers/models/qdqbert/configuration_qdqbert.py
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
* Update src/transformers/models/qdqbert/configuration_qdqbert.py
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
* change quantization to pytorch_quantization for backend requirement
* feed_forward_chunking not supported in QDQBert
* make style
* update model docstrings and comments in testing scripts
* rename example to quantization-qdqbert; rename example scripts from qat to quant
* Update src/transformers/models/qdqbert/modeling_qdqbert.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
* rm experimental functions in quant_trainer
* qa cleanup
* make fix-copies for docs index.rst
* fix doctree; use post_init() for qdqbert
* fix early device assignment for qdqbert
* fix CI:Model templates runner
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
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2021-11-19 13:33:39 -05:00 |
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