alexrenz / AdaPM
A fully adaptive, zero-tuning parameter manager that enables efficient distributed machine learning training
☆20Updated 2 years ago
Alternatives and similar repositories for AdaPM:
Users that are interested in AdaPM are comparing it to the libraries listed below
- Light-weight GPU kernel interface for graph operations☆15Updated 4 years ago
- Runtime Tracing Library for TensorFlow☆43Updated 6 years ago
- OpenEmbedding is an open source framework for Tensorflow distributed training acceleration.☆31Updated last year
- ☆51Updated last year
- A graph application benchmark suite☆21Updated 9 years ago
- A Ray-based data loader with per-epoch shuffling and configurable pipelining, for shuffling and loading training data for distributed tra…☆18Updated 2 years ago
- A general-purpose, distributed graph random walk engine.☆111Updated last year
- DMALab's reading group slides and papers.☆17Updated 3 years ago
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆50Updated 4 years ago
- ddl-benchmarks: Benchmarks for Distributed Deep Learning☆37Updated 4 years ago
- A Framework for Graph Sampling and Random Walk on GPUs.☆39Updated last month
- Differentiated Computation and Partitioning on Skewed (Natural or Bipartite) Graphs☆65Updated 2 years ago
- A fast high dimensional near neighbor search algorithm based on group testing and locality sensitive hashing☆20Updated last year
- High performance RDMA-based distributed feature collection component for training GNN model on EXTREMELY large graph☆51Updated 2 years ago
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 2 years ago
- A library for syntactically rewriting Python programs, pronounced (sinner).☆70Updated 3 years ago
- Efficient LDA solution on GPUs.☆24Updated 6 years ago
- gossip: Efficient Communication Primitives for Multi-GPU Systems☆58Updated 2 years ago
- Quick ADC☆25Updated 5 years ago
- C++ source code for the Dynamic Index algorithm proposed in "Efficient Similarity Computation for Collaborative Filtering in Dynamic Envi…☆16Updated 5 years ago
- Machine Learning System☆14Updated 4 years ago
- Tensorflow is a computational library using data flow graphs for scalable machine learning, and Tensorflow-RDMA is the implementation ov…☆58Updated 2 years ago
- Accelerating Recommender model training by leveraging popular choices -- VLDB 2022☆30Updated 5 months ago
- A lightweight parameter server interface☆75Updated 2 years ago
- Repository for "Online Active Model Selection for Pre-trained ML Classifiers"☆15Updated 2 years ago
- An efficient large-scale graph mining framework.☆64Updated 3 years ago
- A Fast Muti-processing BERT-Inference System☆101Updated 2 years ago
- Source code of "ThunderRW: An In-Memory Graph Random Walk Engine" published in VLDB'2021 - By Shixuan Sun, Yuhang Chen, Shengliang Lu, Bi…☆26Updated 3 years ago
- 1) SimRank (single pair query, parallel all pair computation / dynamic updates) - by Yue Wang (https://github.com/KeithYue) and Yulin Che…☆14Updated 4 years ago
- RDMA Optimization on MXNet☆14Updated 7 years ago