Adaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training
☆24Mar 1, 2024Updated 2 years ago
Alternatives and similar repositories for AdaQP
Users that are interested in AdaQP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Feb 23, 2024Updated 2 years ago
- [MLSys 2022] "BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node …☆56Oct 6, 2023Updated 2 years ago
- Distributed Deep Graph Learning Framework for Dynamic Graphs☆19Mar 25, 2024Updated 2 years ago
- [ICLR 2022] "PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication" by Cheng Wan, Y…☆34Mar 15, 2023Updated 3 years ago
- ☆25Mar 15, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆19Dec 8, 2023Updated 2 years ago
- ☆16Feb 20, 2024Updated 2 years ago
- ☆47Sep 5, 2022Updated 3 years ago
- High performance RDMA-based distributed feature collection component for training GNN model on EXTREMELY large graph☆55Jul 3, 2022Updated 4 years ago
- ☆27Aug 31, 2023Updated 3 years ago
- Artifact evaluation of the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining"☆23Mar 7, 2022Updated 4 years ago
- Reading seminar in Harvard Cloud Networking and Systems Group☆16Aug 29, 2022Updated 4 years ago
- Website for Systems Research Seminar at UIUC☆21Aug 26, 2026Updated last week
- A Factored System for Sample-based GNN Training over GPUs☆46Jul 26, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76May 31, 2021Updated 5 years ago
- Analysis for the traces from byteprofile☆32Nov 21, 2023Updated 2 years ago
- GHive: Accelerating Analytical Query Processing in Apache Hive via CPU-GPU Heterogeneous Computing.☆15Nov 8, 2023Updated 2 years ago
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆39Aug 29, 2025Updated last year
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆47Nov 24, 2022Updated 3 years ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆108Dec 24, 2022Updated 3 years ago
- my wezterm configuration☆16Nov 23, 2023Updated 2 years ago
- ☆11Feb 2, 2019Updated 7 years ago
- Program grouping together a multitude of scripts to avoid redeveloping everything each time☆13Oct 12, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆58Jan 25, 2021Updated 5 years ago
- OmniAutomation plug-ins for OmniFocus☆14Nov 23, 2022Updated 3 years ago
- Inference framework for MoE layers based on TensorRT with Python binding☆40May 31, 2021Updated 5 years ago
- A nvim-orgmode plugin that enables custom filetypes in capture templates☆17Mar 5, 2023Updated 3 years ago
- 小鹤双拼输入法(带声调) Input method for typing Chinese using Flypy Double Pinyin (Xiaohe Shuangpin) with Tones, for RIME☆12Aug 16, 2021Updated 5 years ago
- Large scale graph learning on a single machine.☆170Feb 25, 2025Updated last year
- Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"☆42Nov 16, 2021Updated 4 years ago
- A PyG-based package of spectral GNNs with benchmark evaluations (SIGMOD 2026).☆19Aug 20, 2025Updated last year
- ☆56Apr 30, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- High-performance GEMM implementation optimized for NVIDIA H100 GPUs, leveraging Hopper architecture's TMA, WGMMA, and Thread Block Cluste…☆11Aug 25, 2026Updated last week
- One hotkey: Execute selected file, cd to selected folder, and run selected text as command in Terminal.☆19Feb 14, 2025Updated last year
- A list of awesome GNN systems.☆351Updated this week
- Paste html, images or lists of files to an org file.☆13Jul 29, 2020Updated 6 years ago
- paper and its code for AI System☆379May 14, 2026Updated 3 months ago
- This repository contains a list of papers on various topics (that I am working/worked on) in the system and networking area.☆89Feb 13, 2026Updated 6 months ago
- Alfred workflow that, used in conjunction with my Phoenix setup, gives you a spaces switcher.☆26Sep 24, 2023Updated 2 years ago