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https://github.com/chooper1/edgebert

https://github.com/chooper1/edgebert

Science Score: 10.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: arxiv.org
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (0.4%) to scientific vocabulary
Last synced: 9 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: chooper1
  • Language: Python
  • Default Branch: master
  • Size: 191 MB
Statistics
  • Stars: 0
  • Watchers: 4
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created almost 6 years ago · Last pushed almost 5 years ago

https://github.com/chooper1/EdgeBERT/blob/master/ 

# EdgeBERT

Combining Albert (https://arxiv.org/pdf/1909.11942.pdf), Early Exit from DeeBERT (https://arxiv.org/pdf/2004.12993.pdf), Movement Pruning (https://arxiv.org/pdf/2005.07683.pdf), Magnitude Pruning, Adaptive Attention (https://arxiv.org/pdf/1905.07799.pdf), and Adaptive Floating Point Quantization (https://arxiv.org/pdf/1909.13271.pdf).

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  • Login: chooper1
  • Kind: user

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Dependencies

EdgeBERT/docs/requirements.txt pypi
  • Babel ==2.7.0
  • Jinja2 ==2.10.1
  • MarkupSafe ==1.1.1
  • Pygments ==2.4.2
  • Sphinx ==2.1.2
  • alabaster ==0.7.12
  • certifi ==2019.6.16
  • chardet ==3.0.4
  • commonmark ==0.9.0
  • docutils ==0.14
  • future ==0.17.1
  • idna ==2.8
  • imagesize ==1.1.0
  • numpy ==1.17.2
  • packaging ==19.0
  • pyparsing ==2.4.0
  • pytz ==2019.1
  • recommonmark ==0.5.0
  • requests ==2.22.0
  • six ==1.12.0
  • snowballstemmer ==1.9.0
  • sphinx-markdown-tables ==0.0.9
  • sphinx-rtd-theme ==0.4.3
  • sphinxcontrib-applehelp ==1.0.1
  • sphinxcontrib-devhelp ==1.0.1
  • sphinxcontrib-htmlhelp ==1.0.2
  • sphinxcontrib-jsmath ==1.0.1
  • sphinxcontrib-qthelp ==1.0.2
  • sphinxcontrib-serializinghtml ==1.1.3
  • tensorflow ==2.0.0rc2
  • torch ==1.2.0
  • urllib3 ==1.25.3
EdgeBERT/examples/distillation/requirements.txt pypi
  • gitpython ==3.0.2
  • psutil ==5.6.3
  • scipy ==1.3.1
  • tensorboard >=1.14.0
  • tensorboardX ==1.8
  • transformers ==2.0.0
EdgeBERT/examples/requirements.txt pypi
  • scikit-learn *
  • seqeval *
  • tensorboard *
  • tensorboardX *
EdgeBERT/requirements-dev.txt pypi
  • Click ==7.0 development
  • Keras-Applications ==1.0.8 development
  • Keras-Preprocessing ==1.1.0 development
  • Markdown ==3.1.1 development
  • Werkzeug ==0.16.0 development
  • absl-py ==0.8.0 development
  • astor ==0.8.0 development
  • atomicwrites ==1.3.0 development
  • attrs ==19.2.0 development
  • boto3 ==1.9.243 development
  • botocore ==1.12.243 development
  • certifi ==2019.9.11 development
  • chardet ==3.0.4 development
  • docutils ==0.15.2 development
  • gast ==0.2.2 development
  • google-pasta ==0.1.7 development
  • grpcio ==1.24.1 development
  • h5py ==2.10.0 development
  • idna ==2.8 development
  • importlib-metadata ==0.23 development
  • jmespath ==0.9.4 development
  • joblib ==0.14.0 development
  • more-itertools ==7.2.0 development
  • numpy ==1.17.2 development
  • opt-einsum ==3.1.0 development
  • packaging ==19.2 development
  • pluggy ==0.13.0 development
  • protobuf ==3.10.0 development
  • py ==1.8.0 development
  • pyparsing ==2.4.2 development
  • pytest ==5.2.1 development
  • python-dateutil ==2.8.0 development
  • regex ==2019.8.19 development
  • requests ==2.22.0 development
  • s3transfer ==0.2.1 development
  • sacremoses ==0.0.35 development
  • sentencepiece ==0.1.83 development
  • six ==1.12.0 development
  • tensorboard ==2.0.0 development
  • tensorflow ==2.0.0 development
  • tensorflow-estimator ==2.0.0 development
  • termcolor ==1.1.0 development
  • torch ==1.2.0 development
  • tqdm ==4.36.1 development
  • urllib3 ==1.25.6 development
  • wcwidth ==0.1.7 development
  • wrapt ==1.11.2 development
  • zipp ==0.6.0 development
EdgeBERT/requirements.txt pypi
  • boto3 *
  • regex *
  • requests *
  • sacremoses *
  • sentencepiece *
  • tqdm *
EdgeBERT/setup.py pypi
  • boto3 *
  • numpy *
  • regex *
  • requests *
  • sacremoses *
  • sentencepiece *
  • tqdm *
EdgeBERT/transformers/setup.py pypi
  • accessing *
  • boto3 *
  • filelock *
  • filesystem *
  • for *
  • numpy *
  • progress *
  • regex *
  • requests *
  • sacremoses *
  • sentencepiece *
  • tokenizers *
  • tqdm *