snuspl / parallaxLinks
A Tool for Automatic Parallelization of Deep Learning Training in Distributed Multi-GPU Environments.
☆132Updated 3 years ago
Alternatives and similar repositories for parallax
Users that are interested in parallax are comparing it to the libraries listed below
Sorting:
- Simple Distributed Deep Learning on TensorFlow☆134Updated 6 months ago
- An analytical performance modeling tool for deep neural networks.☆92Updated 5 years ago
- DLPack for Tensorflow☆35Updated 5 years ago
- Simple Training and Deployment of Fast End-to-End Binary Networks☆159Updated 3 years ago
- Implementing Google's DistBelief paper☆116Updated 3 years ago
- Lightweight and Parallel Deep Learning Framework☆263Updated 3 years ago
- GPU-specialized parameter server for GPU machine learning.☆102Updated 7 years ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆137Updated 3 years ago
- implement distributed machine learning with Pytorch + OpenMPI☆53Updated 6 years ago
- Runtime Tracing Library for TensorFlow☆43Updated 7 years ago
- A library for syntactically rewriting Python programs, pronounced (sinner).☆68Updated 3 years ago
- This repository contains the results and code for the MLPerf™ Training v0.7 benchmark.☆57Updated 2 years ago
- Kernel Fusion and Runtime Compilation Based on NNVM☆72Updated 9 years ago
- Python bindings for NVTX☆67Updated 2 years ago
- PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021☆55Updated 4 years ago
- ddl-benchmarks: Benchmarks for Distributed Deep Learning☆36Updated 5 years ago
- Place for meetup slides☆140Updated 5 years ago
- Test winograd convolution written in TVM for CUDA and AMDGPU☆41Updated 7 years ago
- A tensor-aware point-to-point communication primitive for machine learning☆280Updated last week
- RDMA Optimization on MXNet☆14Updated 8 years ago
- This repository contains the results and code for the MLPerf™ Training v0.5 benchmark.☆35Updated 7 months ago
- Codebase associated with the PyTorch compiler tutorial☆47Updated 6 years ago
- Machine Learning System☆14Updated 5 years ago
- ☆42Updated 2 years ago
- Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large …☆65Updated 3 years ago
- ParaDnn: A systematic performance analysis methodology for deep learning.☆40Updated 5 years ago
- TVM stack: exploring the incredible explosion of deep-learning frameworks and how to bring them together☆64Updated 7 years ago
- Implementation of Parameter Server using PyTorch communication lib☆43Updated 6 years ago
- Tutorial code on how to build your own Deep Learning System in 2k Lines☆123Updated 8 years ago
- sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data☆65Updated last year