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
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆52Updated 4 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
- Machine Learning System☆14Updated 4 years ago
- ☆52Updated last year
- ☆14Updated 2 months ago
- Implementation of ip-nsw from Non-metric Similarity Graphs for Maximum Inner Product Search☆40Updated 6 years ago
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 2 years ago
- ☆22Updated 4 years ago
- PyTorch-Direct code on top of PyTorch-1.8.0nightly (e152ca5) for Large Graph Convolutional Network Training with GPU-Oriented Data Commun…☆44Updated last year
- FTPipe and related pipeline model parallelism research.☆41Updated last year
- ddl-benchmarks: Benchmarks for Distributed Deep Learning☆37Updated 4 years ago
- Parameter Server implementation in Apache Flink.☆14Updated 7 years ago
- gossip: Efficient Communication Primitives for Multi-GPU Systems☆59Updated 2 years ago
- OpenEmbedding is an open source framework for Tensorflow distributed training acceleration.☆31Updated 2 years ago
- PQ Fast Scan☆60Updated 5 years ago
- A system that seamlessly integrates Big Data processing and machine learning model serving in distributed relational database☆16Updated last year
- DLPack for Tensorflow☆35Updated 5 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
- A library for syntactically rewriting Python programs, pronounced (sinner).☆69Updated 3 years ago
- Differentiated Computation and Partitioning on Skewed (Natural or Bipartite) Graphs☆66Updated 3 years ago
- This is the (evolving) reading list for the seminar.☆57Updated 4 years ago
- A Generic Resource-Aware Hyperparameter Tuning Execution Engine☆15Updated 3 years ago
- ☆12Updated 4 years ago
- ☆15Updated 2 years ago
- Crossbow: A Multi-GPU Deep Learning System for Training with Small Batch Sizes☆55Updated 2 years ago
- High performance RDMA-based distributed feature collection component for training GNN model on EXTREMELY large graph☆52Updated 2 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
- Code for ICML2019 paper: Learning to Route in Similarity Graphs☆58Updated 8 months ago