alexrenz / AdaPMLinks
A fully adaptive, zero-tuning parameter manager that enables efficient distributed machine learning training
☆21Updated 2 years ago
Alternatives and similar repositories for AdaPM
Users that are interested in AdaPM are comparing it to the libraries listed below
Sorting:
- A lightweight parameter server interface☆87Updated 2 years ago
- Simple Distributed Deep Learning on TensorFlow☆134Updated 6 months ago
- gossip: Efficient Communication Primitives for Multi-GPU Systems☆60Updated 3 years ago
- ddl-benchmarks: Benchmarks for Distributed Deep Learning☆36Updated 5 years ago
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 3 years ago
- OpenEmbedding is an open source framework for Tensorflow distributed training acceleration.☆33Updated 2 years ago
- ☆56Updated 2 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.☆109Updated 2 years ago
- Benchmarking In-Memory Index Structures☆26Updated 6 years ago
- HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of…☆185Updated last month
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆59Updated 5 years ago
- distributed-embeddings is a library for building large embedding based models in Tensorflow 2.☆46Updated 2 years ago
- High performance RDMA-based distributed feature collection component for training GNN model on EXTREMELY large graph☆56Updated 3 years ago
- Crossbow: A Multi-GPU Deep Learning System for Training with Small Batch Sizes☆56Updated 3 years ago
- A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster☆159Updated last year
- Differentiated Computation and Partitioning on Skewed (Natural or Bipartite) Graphs☆67Updated 3 years ago
- GPU-specialized parameter server for GPU machine learning.☆102Updated 7 years ago
- Lightning In-Memory Object Store☆47Updated 3 years ago
- Tensorflow is a computational library using data flow graphs for scalable machine learning, and Tensorflow-RDMA is the implementation ov…☆59Updated 3 years ago
- Enhanced networking support for TensorFlow. Maintained by SIG-networking.☆98Updated 4 years ago
- PQ Fast Scan☆68Updated 6 years ago
- ☆21Updated 3 years ago
- ☆83Updated 6 months ago
- Machine Learning System☆14Updated 5 years ago
- FTPipe and related pipeline model parallelism research.☆43Updated 2 years ago
- Asynchronous Multi-GPU Programming Framework☆48Updated 4 years ago
- Runtime Tracing Library for TensorFlow☆43Updated 7 years ago
- CS294; AI For Systems and Systems For AI☆227Updated 6 years ago
- A NUMA-aware Graph-structured Analytics Framework☆44Updated 7 years ago