anmolsahoo25 / rise-s19-dlhw

Central project repo for DL Hardware 2019 at RISE

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Creating a hardware accelerator for convolution #8

Open anmolsahoo25 opened 5 years ago

anmolsahoo25 commented 5 years ago

This is the outline of the hardware project for deep learning on Shakti. The objectives are as follows -

Main Deliverable

[ ] Lit review on all hardware accelerator stacks available in public disclosure
[ ] Design and deploy a hardware accelerator using Bluespec SystemVerilog

Bonus deliverable

[ ] Integrate the system with a Shakti core
[ ] Run Tensorflow Lite on it

Research Deliverable

[ ] Comparative study of hardware accelerators
[ ] Improving on some of the metrics of the Shakti Design