Pinned Repositories
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
fastml-science
Implementations of the fastml-science bechmark models, including a standard Keras (float) and QKeras (quantized) implementations.
jeffreyweng
Academic website for Jeffrey Weng
logicnets
oliviaweng.github.io
Personal website
residual_distillation
oliviaweng's Repositories
oliviaweng/fastml-science
Implementations of the fastml-science bechmark models, including a standard Keras (float) and QKeras (quantized) implementations.
oliviaweng/logicnets
oliviaweng/residual_distillation
oliviaweng/acaweb
academic website
oliviaweng/AnomalyDetection
oliviaweng/BNN-PYNQ
Quantized Neural Networks (QNNs) on PYNQ
oliviaweng/bonito
A PyTorch Basecaller for Oxford Nanopore Reads
oliviaweng/CIFAR10
CIFAR10 training repo for MLPerf Tiny Benchmark v0.7
oliviaweng/docker-vivado
oliviaweng/dockerfiles
Research Dockerfiles
oliviaweng/Ecoder
ECON-T autoencoder model
oliviaweng/jeffreyweng
Academic website for Jeffrey Weng
oliviaweng/oliviaweng.github.io
Personal website
oliviaweng/finn-hlslib
Vivado HLS library for FINN
oliviaweng/hls4ml
Machine learning on FPGAs using HLS
oliviaweng/hls4ml-tutorial
Tutorial notebooks for hls4ml
oliviaweng/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.
oliviaweng/hugo-theme-motherfuckingwebsite
An ultra-minimal, responsive-by-default theme, inspired by motherfuckingwebsite.com (and really, bettermotherfuckingwebsite.com)
oliviaweng/imgclsmob
Sandbox for training convolutional networks for computer vision
oliviaweng/libtock-c
Userland apps for Tock written in C and C++
oliviaweng/NeMo
NeMo: a toolkit for conversational AI
oliviaweng/patpannuto.com
My Homepage
oliviaweng/PyHessian
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
oliviaweng/pytorchfi
A runtime fault injection tool for PyTorch :fire:
oliviaweng/ResNet50-PYNQ
Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ
oliviaweng/sciml_benchmarks
Scientific ML Benchmarks
oliviaweng/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.
oliviaweng/tiny_results_v0.7
oliviaweng/tiny_results_v1.1
This repository contains the results and code for the MLPerf™ Tiny Inference v0.7 benchmark.
oliviaweng/tock
A secure embedded operating system for microcontrollers