Sairam954

QuantizationAwareTrainingPCM

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

PIM_ACC_SIM

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

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

SystemLevelSimulation

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

B_ONN_SIM

Binary Optical Neural Network Simulator

Silicon_Photonics_Process_Variation_Modeling

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

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/

bdl-benchmarks

Bayesian Deep Learning Benchmarks

CASES2022

Diabetic-Retinopathy-Deep-Ensembles

Machine-Learning-Course

Assignments completed as part of course

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.

Bit_Parallel_Deterministic_Stochastic_Multiplier

brevitas

Brevitas: quantization-aware training in PyTorch

CNN_Model_Layer_Information_Generator

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

Digital_CNN_SIM

Event driven simulator for multiplier network based simulators

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.

emoji-cheat-sheet

A markdown version emoji cheat sheet

gitignore

A collection of useful .gitignore templates

keras-vis

Neural network visualization toolkit for keras

leetcode-companywise-interview-questions

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

MapReduceRecommenderSystem

This is a recommender system using collaborative filtering

Network_On_Chip_Simulator

ProblemSolvingPractice

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

ReconfigurablePsumReductionNetwork

RedBit

Quantized Training

Ring-Modulator-Automation-GUI

Ring Modulator Automation Software

Sairam954

Config files for my GitHub profile.

sairamsrivatsavai.github.io

My portfolio

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.