oliviaweng Goto Github PK

acaweb

academic website

anomalydetection

bnn-pynq

Quantized Neural Networks (QNNs) on PYNQ

bonito

A PyTorch Basecaller for Oxford Nanopore Reads

cifar10

CIFAR10 training repo for MLPerf Tiny Benchmark v0.7

cmsc-28400-lecture-notes

docker-vivado

dockerfiles

Research Dockerfiles

ecoder

ECON-T autoencoder model

fastml-science

Implementations of the fastml-science bechmark models, including a standard Keras (float) and QKeras (quantized) implementations.

finn-hlslib

Vivado HLS library for FINN

hls4ml

Machine learning on FPGAs using HLS

hls4ml-tutorial

Tutorial notebooks for hls4ml

hls4ml_dense_relu_merge

Testing the hls4ml optimizer pass for merging the ReLU layer into the Dense layer when ReLU immediately follows Dense---a frequently encountered pattern in NNs.

hugo-theme-motherfuckingwebsite

An ultra-minimal, responsive-by-default theme, inspired by motherfuckingwebsite.com (and really, bettermotherfuckingwebsite.com)

illinois-jobslink

Build Illinois Jobslink scraper, API, and front end for Illinois DHS.

imgclsmob

Sandbox for training convolutional networks for computer vision

jeffreyweng

Academic website for Jeffrey Weng

libtock-c

Userland apps for Tock written in C and C++

logicnets

microscope-repo

Meteor tutorial microscope

nemo

NeMo: a toolkit for conversational AI

oliviaweng.github.io

Personal website

patpannuto.com

My Homepage

pyhessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

pytorchfi

A runtime fault injection tool for PyTorch :fire:

residual_distillation

resnet50-pynq

Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ

sciml_benchmarks

Scientific ML Benchmarks

tailor

Tailor is a codesign tool whose hardware-aware training algorithm gradually removes or shortens a fully trained network’s skip connections to lower their hardware cost.