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Lahiru Rasnayake's Projects

2-cnn icon 2-cnn

A Two Dimensional Convolution Accelerator implemented using Bluespec Verilog.

acousticsimulationframework icon acousticsimulationframework

This repository contains code for an acoustic simulation framework that can be used for acoustic/ultrasonic indoor positioning and/or data driven applications.

adms icon adms

ADMS is a code generator for the Verilog-AMS language

bazel-on-arm icon bazel-on-arm

Build the open source build tool Bazel for ARM on the Raspberry Pi

charm icon charm

A Language for Closed-form High-level ARchitecture Modeling

cheats icon cheats

Community-sourced cheatsheets for navi

ck icon ck

Collective Knowledge framework (CK) helps to organize software projects as a database of reusable components, automation recipes and portable workflows with common APIs and extensible meta descriptions based on FAIR principles. See real-world use cases from our partners to enable portable MLOps and automate ML/SW/HW co-design:

ck-armnn icon ck-armnn

Collective Knowledge workflows for ArmNN

ck-env icon ck-env

CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It includes software detection plugins and meta packages (code, data sets, models, scripts, etc) with the possibility of multiple versions to co-exist in a user or system environment:

ck-mlperf icon ck-mlperf

Collective Knowledge repository to automate MLPerf - a broad ML benchmark suite for measuring performance of ML software frameworks, ML hardware accelerators, and ML cloud platforms:

ck-tensorflow icon ck-tensorflow

Collective Knowledge components for TensorFlow (code, data sets, models, packages, workflows):

cnn icon cnn

A One Dimensional Convolution Accelerator implemented using Bluespec Verilog.

cuda-tiled-matrix-multiplication icon cuda-tiled-matrix-multiplication

Optimized Parallel Tiled Approach to perform Matrix Multiplication by taking advantage of the lower latency, higher bandwidth shared memory within GPU thread blocks.

designcnnaccelerators icon designcnnaccelerators

Lab code for three-day lecture, "Designing CNN Accelerators using Bluespec System Verilog", given at SNU in December 2017

dramsys icon dramsys

DRAMSys4.0 a SystemC TLM-2.0 based DRAM simulator.

edalize icon edalize

An abstraction library for interfacing EDA tools

efficientnet icon efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

espresso-logic-minimizer icon espresso-logic-minimizer

This is just a copy so it won't get lost to the sands of time or a deletionist Wikipedia editor in the Wikipedia article on the Expresso Logic Minimizer. I actually have no expertise whatsoever on this.

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