René's URL Explorer Experiment


Title: GitHub - windzhougithub/distiller · GitHub

Open Graph Title: GitHub - windzhougithub/distiller

X Title: GitHub - windzhougithub/distiller

Description: Contribute to windzhougithub/distiller development by creating an account on GitHub.

Open Graph Description: Contribute to windzhougithub/distiller development by creating an account on GitHub.

X Description: Contribute to windzhougithub/distiller development by creating an account on GitHub.

Opengraph URL: https://github.com/windzhougithub/distiller

X: @github

direct link

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https://github.com/windzhougithub/distiller/blob/master/imgs/banner1.png
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https://github.com/windzhougithub/distiller/blob/master/imgs/wiki/distiller_star_gazer_Nov11_2018.png
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https://github.com/windzhougithub/distiller/blob/master/imgs/sparse_dense_cmaps.png
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https://github.com/windzhougithub/distiller#table-of-contents
Table of Contentshttps://github.com/windzhougithub/distiller#table-of-contents
Highlighted featureshttps://github.com/windzhougithub/distiller#highlighted-features
Installationhttps://github.com/windzhougithub/distiller#installation
Clone Distillerhttps://github.com/windzhougithub/distiller#clone-distiller
Create a Python virtual environmenthttps://github.com/windzhougithub/distiller#create-a-python-virtual-environment
Using virtualenvhttps://github.com/windzhougithub/distiller#using-virtualenv
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Getting Startedhttps://github.com/windzhougithub/distiller#getting-started
Example invocations of the sample applicationhttps://github.com/windzhougithub/distiller#example-invocations-of-the-sample-application
Training-onlyhttps://github.com/windzhougithub/distiller#training-only
Getting parameter statistics of a sparsified modelhttps://github.com/windzhougithub/distiller#getting-parameter-statistics-of-a-sparsified-model
Post-training quantizationhttps://github.com/windzhougithub/distiller#post-training-quantization
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Set up the classification datasetshttps://github.com/windzhougithub/distiller#set-up-the-classification-datasets
Running the testshttps://github.com/windzhougithub/distiller#running-the-tests
Generating the HTML documentation sitehttps://github.com/windzhougithub/distiller#generating-the-html-documentation-site
Built Withhttps://github.com/windzhougithub/distiller#built-with
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Citationhttps://github.com/windzhougithub/distiller#citation
Acknowledgmentshttps://github.com/windzhougithub/distiller#acknowledgments
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https://github.com/windzhougithub/distiller#highlighted-features
dependency injectionhttps://en.wikipedia.org/wiki/Dependency_injection
this notebookhttps://github.com/NervanaSystems/distiller/blob/master/jupyter/sensitivity_analysis.ipynb
quantization-aware traininghttps://nervanasystems.github.io/distiller/quantization/index.html#quantization-aware-training
knowledge distillationhttps://nervanasystems.github.io/distiller/knowledge_distillation/index.html
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model-zoohttps://nervanasystems.github.io/distiller/model_zoo/index.html
https://github.com/windzhougithub/distiller#installation
Clone Distillerhttps://github.com/windzhougithub/distiller#clone-distiller
Create a Python virtual environmenthttps://github.com/windzhougithub/distiller#create-a-python-virtual-environment
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https://github.com/windzhougithub/distiller#clone-distiller
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Compression schedulinghttps://nervanasystems.github.io/distiller/schedule/index.html
Usagehttps://nervanasystems.github.io/usage/index.html
Tutorial: Using Distiller to prune a PyTorch language modelhttps://github.com/NervanaSystems/distiller/wiki/Tutorial:-Using-Distiller-to-prune-a-PyTorch-language-model
https://github.com/windzhougithub/distiller#example-invocations-of-the-sample-application
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Getting parameter statistics of a sparsified modelhttps://github.com/windzhougithub/distiller#getting-parameter-statistics-of-a-sparsified-model
Post-training quantizationhttps://github.com/windzhougithub/distiller#post-training-quantization
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https://github.com/windzhougithub/distiller/blob/master/imgs/simplenet_training.png
https://github.com/windzhougithub/distiller#getting-parameter-statistics-of-a-sparsified-model
https://github.com/windzhougithub/distiller/blob/master/imgs/ch_sparsity_stats.png
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https://github.com/windzhougithub/distiller/blob/master/imgs/ch_compute_stats.png
https://github.com/windzhougithub/distiller#post-training-quantization
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https://github.com/windzhougithub/distiller/blob/master/imgs/resnet18-sensitivity.png
https://github.com/windzhougithub/distiller#set-up-the-classification-datasets
CIFAR10https://www.cs.toronto.edu/~kriz/cifar.html
ImageNethttp://www.image-net.org/
downloadedhttp://image-net.org/download
set of scriptshttps://github.com/facebook/fb.resnet.torch/blob/master/INSTALL.md#download-the-imagenet-dataset
https://github.com/windzhougithub/distiller#running-the-tests
https://github.com/windzhougithub/distiller#generating-the-html-documentation-site
https://github.com/windzhougithub/distiller#built-with
PyTorchhttp://pytorch.org/
Jupyterhttp://jupyter.org/
TensorBoardhttps://www.tensorflow.org/programmers_guide/summaries_and_tensorboard
https://github.com/windzhougithub/distiller#versioning
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tags on this repositoryhttps://github.com/NervanaSystems/distiller/tags
https://github.com/windzhougithub/distiller#license
LICENSE.mdhttps://github.com/windzhougithub/distiller/blob/master/LICENSE.md
https://github.com/windzhougithub/distiller#citation
https://github.com/windzhougithub/distiller#acknowledgments
Distiller model-zoohttps://nervanasystems.github.io/distiller/model_zoo/index.html
https://github.com/windzhougithub/distiller#disclaimer
Readme https://github.com/windzhougithub/distiller#readme-ov-file
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Please reload this pagehttps://github.com/windzhougithub/distiller
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https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

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