Sairam954

5-Dime

This was a team task during my Epam training where we were asked to develop an eCommerce site as MVP within the spam of 1 month. We were asked to develop with MEAN stack by learning them on the fly. We developed and deployed on Heruku platform :https://fiveanddime.herokuapp.com/

B_ONN_SIM

Binary Optical Neural Network Simulator

Diabetic-Retinopathy-Deep-Ensembles

LibraryWebApplication

This is the Book Library Web application which I developed using core Java and JSP servlets as part of my training task at EPAM India Pvt Ltd. The project was developed using several design patterns like Factory, Singleton, Command etc.

PIM_ACC_SIM

This is a simulator for evaluating the inference performance of In-DRAM CNN accelerators like DRISA, ATRIA, SCOPE, and LACC

QuantizationAwareTrainingPCM

This repo consists the Quantization aware training done with the help of Brevatis and modelling PCM drift

SC_ONN_SIM

This is a transaction-level, event-driven python-based simulator for evaluation of stochastic computing based optical neural network accelerators for various quantized Convolutional Neural Network models. This can generate metrics of an accelerator like latency, area, energy consumption and power

Silicon_Photonics_Process_Variation_Modeling

This repository contains the notebook with scripts to model process variation in Microring Resonator design parameters

SystemLevelSimulation

This repo contains code snippets for processing results of various simulators like Cacti, NVmain, Noxim, Dsent and NVsim

Sairam954/QuantizationAwareTrainingPCM

This repo consists the Quantization aware training done with the help of Brevatis and modelling PCM drift

Sairam954/SystemLevelSimulation

This repo contains code snippets for processing results of various simulators like Cacti, NVmain, Noxim, Dsent and NVsim

Sairam954/PIM_ACC_SIM

This is a simulator for evaluating the inference performance of In-DRAM CNN accelerators like DRISA, ATRIA, SCOPE, and LACC

Sairam954/SC_ONN_SIM

This is a transaction-level, event-driven python-based simulator for evaluation of stochastic computing based optical neural network accelerators for various quantized Convolutional Neural Network models. This can generate metrics of an accelerator like latency, area, energy consumption and power

Sairam954/B_ONN_SIM

Binary Optical Neural Network Simulator

Sairam954/Silicon_Photonics_Process_Variation_Modeling

This repository contains the notebook with scripts to model process variation in Microring Resonator design parameters

Sairam954/5-Dime

This was a team task during my Epam training where we were asked to develop an eCommerce site as MVP within the spam of 1 month. We were asked to develop with MEAN stack by learning them on the fly. We developed and deployed on Heruku platform :https://fiveanddime.herokuapp.com/

Sairam954/bdl-benchmarks

Bayesian Deep Learning Benchmarks

Sairam954/CASES2022

Sairam954/Diabetic-Retinopathy-Deep-Ensembles

Sairam954/Machine-Learning-Course

Assignments completed as part of course

Sairam954/Results_Ploting_Graphs

This repository contains the python code for producing the results graphs for my conference/journal papers. This contains different kinds of graphs used in my research, I want to make the code generic that anyone can use it.

Sairam954/Bit_Parallel_Deterministic_Stochastic_Multiplier

Sairam954/brevitas

Brevitas: quantization-aware training in PyTorch

Sairam954/CNN_Model_Layer_Information_Generator

This repository consists of colab notebook that is used to generate CNN files for Optical Neural Network Simulator

Sairam954/Digital_CNN_SIM

Event driven simulator for multiplier network based simulators

Sairam954/EchoTorch

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

Sairam954/emoji-cheat-sheet

A markdown version emoji cheat sheet

Sairam954/gitignore

A collection of useful .gitignore templates

Sairam954/keras-vis

Neural network visualization toolkit for keras

Sairam954/leetcode-companywise-interview-questions

Contains latest company wise questions of LeetCode which appeared in the last 6 months.

Sairam954/MapReduceRecommenderSystem

This is a recommender system using collaborative filtering

Sairam954/Network_On_Chip_Simulator

Sairam954/ProblemSolvingPractice

This contains my notes and practice codes in java and python for solving coding challenges

Sairam954/ReconfigurablePsumReductionNetwork

Sairam954/RedBit

Quantized Training

Sairam954/Ring-Modulator-Automation-GUI

Ring Modulator Automation Software

Sairam954/Sairam954

Config files for my GitHub profile.

Sairam954/sairamsrivatsavai.github.io

My portfolio

Sairam954/UnarySim

This is a general-purpose simulator for unary computing based on PyTorch, with the paper accepted to ISCA 2020 and awarded IEEE Micro Top Pick for 2020.