spcl / substationLinks
Research and development for optimizing transformers
☆131Updated 4 years ago
Alternatives and similar repositories for substation
Users that are interested in substation are comparing it to the libraries listed below
Sorting:
- Training neural networks in TensorFlow 2.0 with 5x less memory☆137Updated 3 years ago
- FTPipe and related pipeline model parallelism research.☆43Updated 2 years ago
- ☆77Updated 4 years ago
- A schedule language for large model training☆151Updated 3 months ago
- ☆145Updated 10 months ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆43Updated 3 years ago
- ☆252Updated last year
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆161Updated 2 months ago
- ☆113Updated last year
- Block-sparse primitives for PyTorch☆160Updated 4 years ago
- A Python library transfers PyTorch tensors between CPU and NVMe☆122Updated last year
- ☆42Updated 2 years ago
- System for automated integration of deep learning backends.☆47Updated 3 years ago
- PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021☆56Updated 4 years ago
- ☆28Updated 4 years ago
- A library of GPU kernels for sparse matrix operations.☆277Updated 5 years ago
- ☆81Updated 6 months ago
- This repository contains the results and code for the MLPerf™ Training v1.0 benchmark.☆36Updated last year
- 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
- Simple Distributed Deep Learning on TensorFlow☆134Updated 5 months ago
- This repository contains the results and code for the MLPerf™ Training v0.7 benchmark.☆57Updated 2 years ago
- A tensor-aware point-to-point communication primitive for machine learning☆275Updated 3 weeks ago
- ☆184Updated last year
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆141Updated 2 years ago
- Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616☆132Updated 2 years ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆68Updated 8 months ago
- ☆159Updated last year
- Distributed preprocessing and data loading for language datasets☆39Updated last year
- ☆159Updated 2 years ago
- Fast sparse deep learning on CPUs☆56Updated 3 years ago