* refactor toc * refactor toc * Change to pydata-sphinx-theme and update packages requirement list for ReadtheDocs * Remove customized css for old theme * Add index page to each top bar section and limit dropdown maximum to be 4 * Use js to change 'More' to 'Libraries' * Add custom.css to conf.py for further css changes * Add BigDL logo and search bar * refactor toc * refactor toc and add overview * refactor toc and add overview * refactor toc and add overview * refactor get started * add paper and video section * add videos * add grid columns in landing page * add document roadmap to index * reapply search bar and github icon commit * reorg orca and chronos sections * Test: weaken ads by js * update: change left attrbute * update: add comments * update: change opacity to 0.7 * Remove useless theme template override for old theme * Add sidebar releases component in the home page * Remove sidebar search and restore top nav search button * Add BigDL handouts * Add back to homepage button to pages except from the home page * Update releases contents & styles in left sidebar * Add version badge to the top bar * Test: weaken ads by js * update: add comments * remove landing page contents * rfix chronos install * refactor install * refactor chronos section titles * refactor nano index * change chronos landing * revise chronos landing page * add document navigator to nano landing page * revise install landing page * Improve css of versions in sidebar * Make handouts image pointing to a page in new tab * add win guide to install * add dliib installation * revise title bar * rename index files * add index page for user guide * add dllib and orca API * update user guide landing page * refactor side bar * Remove extra style configuration of card components & make different card usage consistent * Remove extra styles for Nano how-to guides * Remove extra styles for Chronos how-to guides * Remove dark mode for now * Update index page description * Add decision tree for choosing BigDL libraries in index page * add dllib models api, revise core layers formats * Change primary & info color in light mode * Restyle card components * Restructure Chronos landing page * Update card style * Update BigDL library selection decision tree * Fix failed Chronos tutorials filter * refactor PPML documents * refactor and add friesian documents * add friesian arch diagram * update landing pages and fill key features guide index page * Restyle link card component * Style video frames in PPML sections * Adjust Nano landing page * put api docs to the last in index for convinience * Make badge horizontal padding smaller & small changes * Change the second letter of all header titles to be small capitalizd * Small changes on Chronos index page * Revise decision tree to make it smaller * Update: try to change the position of ads. * Bugfix: deleted nonexist file config * Update: update ad JS/CSS/config * Update: change ad. * Update: delete my template and change files. * Update: change chronos installation table color. * Update: change table font color to --pst-color-primary-text * Remove old contents in landing page sidebar * Restyle badge for usage in card footer again * Add quicklinks template on landing page sidebar * add quick links * Add scala logo * move tf, pytorch out of the link * change orca key features cards * fix typo * fix a mistake in wording * Restyle badge for card footer * Update decision tree * Remove useless html templates * add more api docs and update tutorials in dllib * update chronos install using new style * merge changes in nano doc from master * fix quickstart links in sidebar quicklinks * Make tables responsive * Fix overflow in api doc * Fix list indents problems in [User guide] section * Further fixes to nested bullets contents in [User Guide] section * Fix strange title in Nano 5-min doc * Fix list indent problems in [DLlib] section * Fix misnumbered list problems and other small fixes for [Chronos] section * Fix list indent problems and other small fixes for [Friesian] section * Fix list indent problem and other small fixes for [PPML] section * Fix list indent problem for developer guide * Fix list indent problem for [Cluster Serving] section * fix dllib links * Fix wrong relative link in section landing page Co-authored-by: Yuwen Hu <yuwen.hu@intel.com> Co-authored-by: Juntao Luo <1072087358@qq.com>
		
			
				
	
	
	
	
		
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Paper
Paper
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Dai, Jason Jinquan, et al. "BigDL 2.0: Seamless Scaling of AI Pipelines from Laptops to Distributed Cluster." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022. paper video demo
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Dai, Jason Jinquan, et al. "BigDL: A distributed deep learning framework for big data." Proceedings of the ACM Symposium on Cloud Computing. 2019. paper
 
Citing
If you've found BigDL useful for your project, you may cite the paper as follows:
@inproceedings{SOCC2019_BIGDL,
  title={BigDL: A Distributed Deep Learning Framework for Big Data},
  author={Dai, Jason (Jinquan) and Wang, Yiheng and Qiu, Xin and Ding, Ding and Zhang, Yao and Wang, Yanzhang and Jia, Xianyan and Zhang, Li (Cherry) and Wan, Yan and Li, Zhichao and Wang, Jiao and Huang, Shengsheng and Wu, Zhongyuan and Wang, Yang and Yang, Yuhao and She, Bowen and Shi, Dongjie and Lu, Qi and Huang, Kai and Song, Guoqiong},
  booktitle={Proceedings of the ACM Symposium on Cloud Computing},
  publisher={Association for Computing Machinery},
  pages={50--60},
  year={2019},
  series={SoCC'19},
  doi={10.1145/3357223.3362707},
  url={https://arxiv.org/pdf/1804.05839.pdf}
}