feifeibear / PSTensorLinks
PSTensor provides a way to hack the memory management of tensors in TensorFlow and PyTorch by defining your own C++ Tensor Class.
☆10Updated 3 years ago
Alternatives and similar repositories for PSTensor
Users that are interested in PSTensor are comparing it to the libraries listed below
Sorting:
- ☆43Updated last year
- Inference framework for MoE layers based on TensorRT with Python binding☆41Updated 4 years ago
- Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616☆132Updated 2 years ago
- An external memory allocator example for PyTorch.☆15Updated 2 weeks ago
- ☆75Updated 4 years ago
- High performance NCCL plugin for Bagua.☆15Updated 3 years ago
- FTPipe and related pipeline model parallelism research.☆41Updated 2 years ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆40Updated 2 years ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆122Updated 3 years ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Updated last year
- ☆11Updated 4 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
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 2 years ago
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆63Updated 2 years ago
- ☆28Updated 4 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 3 years ago
- A Python library transfers PyTorch tensors between CPU and NVMe☆120Updated 8 months ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆53Updated last year
- ☆83Updated 2 months ago
- Research and development for optimizing transformers☆129Updated 4 years ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆31Updated 6 months ago
- ☆144Updated 6 months ago
- Model-less Inference Serving☆91Updated last year
- An experimental parallel training platform☆54Updated last year
- Training neural networks in TensorFlow 2.0 with 5x less memory☆132Updated 3 years ago
- ☆20Updated 3 years ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆120Updated last year
- ☆23Updated this week
- [ICDCS 2023] DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining☆12Updated last year
- SOTA Learning-augmented Systems☆36Updated 3 years ago