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GSOC 2021 Idea Discussion


From: Atharva Dubey
Subject: GSOC 2021 Idea Discussion
Date: Thu, 18 Mar 2021 13:48:37 +0530

Hello all, 
I am Atharva Dubey and have been using octave for a while now. A quick introduction about me, technically, I am quite familiar and well versed in the field of machine learning algorithms.  I am also a parallel computing enthusiast and have worked OpenMP, SYCL and a little bit of CUDA as well and I am proficient with C++ as well as Python. 

For GSoC 2021, I propose a machine learning library with hardware acceleration support, for a variety of devices, let it be AMD GPUs, FPGAs ASICs etc., etc and I propose this using SYCL. I have already started on it(it is not quite ready yet) and you could find it here - https://github.com/AD2605/SYCML

please let me know your feedback and whether it a good plan and how to proceed with it. 

Thanks and Regards


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