saareliad / FTPipeLinks
FTPipe and related pipeline model parallelism research.
☆43Updated 2 years ago
Alternatives and similar repositories for FTPipe
Users that are interested in FTPipe are comparing it to the libraries listed below
Sorting:
- ☆75Updated 4 years ago
- An Efficient Pipelined Data Parallel Approach for Training Large Model☆76Updated 4 years ago
- ☆83Updated 2 years ago
- ☆42Updated 2 years ago
- ☆38Updated 4 years ago
- ☆81Updated 4 months ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆41Updated 2 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 3 years ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆122Updated 3 years ago
- An experimental parallel training platform☆54Updated last year
- Model-less Inference Serving☆92Updated last year
- Research and development for optimizing transformers☆130Updated 4 years ago
- ☆17Updated 2 years ago
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32Updated last year
- Machine Learning System☆14Updated 5 years ago
- A schedule language for large model training☆151Updated last month
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆66Updated 6 months ago
- ☆22Updated 6 years ago
- Synthesizer for optimal collective communication algorithms☆118Updated last year
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆63Updated 2 years ago
- Fine-grained GPU sharing primitives☆144Updated 2 months ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆31Updated 7 months ago
- ☆84Updated 3 months ago
- ☆25Updated 2 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆87Updated 2 years ago
- Cavs: An Efficient Runtime System for Dynamic Neural Networks☆15Updated 5 years ago
- ☆32Updated 2 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆54Updated last year
- System for automated integration of deep learning backends.☆47Updated 3 years ago
- ☆24Updated 3 years ago