spcl / substation
Research and development for optimizing transformers
☆125Updated 4 years ago
Alternatives and similar repositories for substation:
Users that are interested in substation are comparing it to the libraries listed below
- ☆72Updated 3 years ago
- FTPipe and related pipeline model parallelism research.☆41Updated last year
- Training neural networks in TensorFlow 2.0 with 5x less memory☆129Updated 3 years ago
- A schedule language for large model training☆144Updated 9 months ago
- ☆103Updated 7 months ago
- ☆136Updated 8 months ago
- Block-sparse primitives for PyTorch☆154Updated 3 years ago
- ☆79Updated 4 months ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆38Updated 2 years ago
- ☆140Updated 2 months ago
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆155Updated 3 months ago
- ☆248Updated 8 months ago
- A Python library transfers PyTorch tensors between CPU and NVMe☆111Updated 4 months ago
- ☆77Updated 2 years ago
- ☆43Updated last year
- ☆193Updated 8 months 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
- ☆23Updated 4 months ago
- This repository contains the results and code for the MLPerf™ Training v1.0 benchmark.☆38Updated last year
- An Efficient Pipelined Data Parallel Approach for Training Large Model☆73Updated 4 years ago
- CUDA templates for tile-sparse matrix multiplication based on CUTLASS.☆50Updated 7 years ago
- Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers☆207Updated 7 months ago
- Set of datasets for the deep learning recommendation model (DLRM).☆43Updated 2 years ago
- Implementation of a Transformer, but completely in Triton☆263Updated 2 years ago
- ☆157Updated last year
- Torch Distributed Experimental☆115Updated 7 months ago
- Memory Optimizations for Deep Learning (ICML 2023)☆62Updated last year
- System for automated integration of deep learning backends.☆48Updated 2 years ago
- A library of GPU kernels for sparse matrix operations.☆259Updated 4 years ago
- ☆60Updated 3 months ago