guanh01 / CS692-mlsysLinks
This is the (evolving) reading list for the seminar.
☆59Updated 4 years ago
Alternatives and similar repositories for CS692-mlsys
Users that are interested in CS692-mlsys are comparing it to the libraries listed below
Sorting:
- Research and development for optimizing transformers☆129Updated 4 years ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆132Updated 3 years ago
- CS294; AI For Systems and Systems For AI☆224Updated 5 years ago
- Simple Distributed Deep Learning on TensorFlow☆133Updated last month
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆117Updated last year
- FTPipe and related pipeline model parallelism research.☆41Updated 2 years ago
- Advanced Topics on Systems for X☆277Updated last year
- Systems for ML/AI & ML/AI for Systems paper reading list: A curated reading list of computer science research for work at the intersectio…☆278Updated 2 months ago
- ☆43Updated last year
- ☆144Updated 6 months ago
- A curated list of awesome projects and papers for distributed training or inference☆241Updated 10 months ago
- Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616☆132Updated 2 years ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆122Updated 3 years ago
- ☆75Updated 4 years ago
- Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727☆147Updated 9 months ago
- A schedule language for large model training☆149Updated last year
- PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021☆56Updated 4 years ago
- My paper/code reading notes in Chinese☆46Updated last month
- Summary of system papers/frameworks/codes/tools on training or serving large model☆57Updated last year
- Machine Learning System☆14Updated 5 years ago
- ☆81Updated 2 months ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 3 years ago
- ddl-benchmarks: Benchmarks for Distributed Deep Learning☆36Updated 5 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
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆200Updated 3 years ago
- Implementation of Parameter Server using PyTorch communication lib☆42Updated 6 years ago
- SOTA Learning-augmented Systems☆36Updated 3 years ago
- Complete GPU residency for ML.☆37Updated last week
- ☆22Updated 4 years ago
- Distributed ML Training Benchmarks☆27Updated 2 years ago