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aaascend

Repo for the project of using diffusion models for NN parameter generation to accelerate neural architecture design for edge AI devices.

alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

alphafold3-pytorch

Implementation of Alphafold 3 in Pytorch

cosco

[TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments

dgl-ece508

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dreamerv3

Mastering Diverse Domains through World Models

first-shot-helm-apps

Minimal helm chart configs to get started with cloud native applications.

green

Repo for paper "GREEN: Towards Scalable Energy-Efficient Scheduling and Placement in the Cloud". Source code will be posted after paper gets published.

green-k8s-open

Scripts on CloudLab for multi-cloud hierarchical GNN-RL resource management experiments.

k8s-python-scheduler

Official Python client library for kubernetes

k8s-setup-jw

Shell scripts for setting up a 1-master N-worker Kubernetes cluster within a subnet in 5-10 mins.

k8smlperftraining

MLPerf Training reference implementations for K8s GPU Clusters.

kepler-powermodels

Scripts for automatically obtaining, collecting, and exporting Power models for Kepler K8s plugin.

leandojo

Tool for data extraction and interacting with Lean programmatically.

mg-verilog-custom

minizero

MiniZero: An AlphaZero and MuZero Training Framework

ocm-multi-cloud

Core components in the OCM project. Report here if you found any issues in OCM.

resformer-nnparamgen

Official PyTorch implementation of ResFormer: Scaling ViTs with Multi-Resolution Training, CVPR2023

rtllm

An open-source benchmark for generating design RTL with natural language

stochastic-muzero

Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.

verilog-eval

Verilog evaluation benchmark for large language model