vaenyr

speechbrain

A PyTorch-based Speech Toolkit

NASLib

NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.

BayesDLL

zero-cost-nas

Zero-Cost Proxies for Lightweight NAS

Butterfly_Acc

The codes and artifacts associated with our MICRO'22 paper titled: "Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design"

edgevit

[ECCV 2022] EdgeViT: Competing Light-weight CNNs on Mobile Devices with Vision Transformers

uNAS

μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.

eagle

Measuring and predicting on-device metrics (latency, power, etc.) of machine learning models

parallel-prompt-decoding

Efficient LLM Inference Acceleration using Prompting

Sparse-Multi-DNN-Scheduling

Open-source artifacts and codes of our MICRO'23 paper titled “Sparse-DySta: Sparsity-Aware Dynamic and Static Scheduling for Sparse Multi-DNN Workloads”.

nb-asr

BayesNN_FPGA

FPGA-based hardware acceleration for dropout-based Bayesian Neural Networks.

blox

Macro Neural Architecture Search Benchmark

awesomeyaml

Utility library to help parsing, transforming and querying yaml-based configs

pyworkers

Abstraction over threading, multiprocessing and TCP-based RPC

nfts-public

reefl

[ICML'24] Recurrent Early Exits for Federated Learning with Heterogeneous Clients

tpsr

Evaluation Pipeline for our ECCV2020: Journey Towards Tiny Perceptual Super-Resolution.

FedorAS

FedorAS: Federated Architecture Search under system heterogeneity

snpe-docker

Docker that builds snpe 1.47 for onnx

X-MRS

Food image / recipe (text) cross-modal representation learning, retrieval and (image) synthesis. Code from ACM-Multimedia 2021 "Cross-Modal Retrieval and Synthesis (X-MRS): Closing the Modality Gap in Shared Representation Learning"