jwjwjw3
Deep Learning (DL), LLM, K8s, and DL hardware acceleration
University of Illinois at Urbana-Champaign
Pinned Repositories
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.
GREEN
Repo for paper "GREEN: Towards Scalable Energy-Efficient Scheduling and Placement in the Cloud". Source code will be posted after paper gets published.
aaascend
Repo for the project of using diffusion models for NN parameter generation to accelerate neural architecture design for edge AI devices.
first-shot-helm-apps
Minimal helm chart configs to get started with cloud native applications.
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.
jwjwjw3's Repositories
jwjwjw3/dgl-ECE508
Python package built to ease deep learning on graph, on top of existing DL frameworks.
jwjwjw3/K8sMLPerfTraining
MLPerf Training reference implementations for K8s GPU Clusters.
jwjwjw3/first-shot-helm-apps
Minimal helm chart configs to get started with cloud native applications.
jwjwjw3/mg-verilog-custom
jwjwjw3/alphafold3-pytorch
Implementation of Alphafold 3 in Pytorch
jwjwjw3/ocm-multi-cloud
Core components in the OCM project. Report here if you found any issues in OCM.
jwjwjw3/LeanDojo
Tool for data extraction and interacting with Lean programmatically.
jwjwjw3/dreamerv3
Mastering Diverse Domains through World Models
jwjwjw3/minizero
MiniZero: An AlphaZero and MuZero Training Framework
jwjwjw3/Kepler-powermodels
Scripts for automatically obtaining, collecting, and exporting Power models for Kepler K8s plugin.
jwjwjw3/k8s-python-scheduler
Official Python client library for kubernetes
jwjwjw3/RTLLM
An open-source benchmark for generating design RTL with natural language
jwjwjw3/aaascend
Repo for the project of using diffusion models for NN parameter generation to accelerate neural architecture design for edge AI devices.
jwjwjw3/verilog-eval
Verilog evaluation benchmark for large language model
jwjwjw3/GREEN
Repo for paper "GREEN: Towards Scalable Energy-Efficient Scheduling and Placement in the Cloud". Source code will be posted after paper gets published.
jwjwjw3/COSCO
[TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments
jwjwjw3/GREEN-K8s-open
Scripts on CloudLab for multi-cloud hierarchical GNN-RL resource management experiments.
jwjwjw3/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.
jwjwjw3/k8s-setup-jw
Shell scripts for setting up a 1-master N-worker Kubernetes cluster within a subnet in 5-10 mins.
jwjwjw3/resformer-NNparamGen
Official PyTorch implementation of ResFormer: Scaling ViTs with Multi-Resolution Training, CVPR2023
jwjwjw3/alphafold2
To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released