#  Harvard MLPerf Research 

 



##  Private page 

###  Page layout 

 Testing various Open Scholar widgets



 

 .four-4x25 { background-color: #A51C30; color: white; padding: .5em; } .button-apply a { background-color: transparent; color: white; border: 2px solid white; display: inline-block; font-size: 24px; padding: 10px 20px; text-align: center; text-decoration: none; font-size: 16px; margin-top: 1.5em; width: 80%; } .button-apply:hover a { background-color: white; color: #A51C30; } 

 



 

 

 

 ![Image of nodes](/sites/g/files/omnuum6171/files/crcs/files/bac-intro.png)

 

 ![MLPerf Logo](/sites/g/files/omnuum6171/files/crcs/files/mlperf_logo_vertical_color.png)

 

MLPerf is an effort to drive the innovation of machine learning systems. MLPerf started as an academic-industry collaboration, driven by efforts at Harvard, Stanford, Google and Baidu. Today, [MLPerf](https://mlperf.org/) has grown to include many more industry partners and academic institutions.  
   
Harvard MLPerf Research hosts activities related to the MLPerf Research working group. We conduct research on ML software frameworks, ML hardware, and ML systems. We also conduct academic outreach activities.  **Come join us if you are interested in building ML systems!**



 

[ ![MLPerf and CRCS logos](/sites/g/files/omnuum6171/files/crcs/files/introduction-whymlperf.png)

 ](/why-mlperf)##  [Why MLPerf](/why-mlperf) 



 

[ ![Background image for sponsorship](/sites/g/files/omnuum6171/files/crcs/files/introduction-sponsorship.png)

 ](/MLPerf-Sponsorship)##  [MLPerf Sponsorship](/MLPerf-Sponsorship) 



 

[ ![Computer keyboard with an apply button](/sites/g/files/omnuum6171/files/crcs/files/introduction-apply.png)

 ](/how-to-get-involved)##  [MLPerf Post Docs](/how-to-get-involved) 



 

##  [Apply ](mailto:///vj@eecs.harvard.edu?subject=Apply%20to%20Harvard%20MLPerf)



 

###  With questions, please contact PI [Vijay Janapa Reddi](https://www.seas.harvard.edu/directory/vjanapa-reddi) at [vj@eecs.harvard.edu](mailto:///vj@eecs.harvard.edu).



 

##  MLPerf News and Events

 Sort   ###  June 6 

 

  MLPerf community meeting at [AMD](https://www.amd.com/en), Santa Clara 

   ###  June 9 

 

  [Kaggle: Hands On Machine Learning](https://eventil.com/events/kaggle-hands-on-machine-learning-d087f2fb-aa0a-4fbf-b159-9343cd40c584/speakers) 

   ###  June 10 

 

  [Machine Learning Book Club](https://www.evensi.us/amp/machine-learning-book-club-massmutual-atlantic-ave-campus/309370761) 

    

  [More ML Perf events](https://www.google.com/search?q=machine%20learning%202019%20events&rlz=1C5CHFA_enUS715US716&oq=machine%20learning%202019%20events&aqs=chrome..69i57j0.9493j0j7&sourceid=chrome&ie=UTF-8&ibp=htl;events&rciv=evn&sa=X&ved=2ahUKEwi8kseXtdzhAhVhS98KHclhBrgQ5bwDMAB6BAgJEAY#fpstate=tldetail&htidocid=thAZsRQKWJkjSfDiJpA8-A==&htivrt=events) 

  





 

##  MLPerf Blog

 Join our discussions and contribute to our **[Forum](https://groups.google.com/forum/#!forum/mlperf)**