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:
- Inference framework for MoE layers based on TensorRT with Python binding☆41Updated 4 years ago
- ☆42Updated 2 years ago
- ☆11Updated 4 years ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Updated last year
- An external memory allocator example for PyTorch.☆16Updated 3 months ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆121Updated 3 years ago
- Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616☆132Updated 2 years ago
- High performance NCCL plugin for Bagua.☆15Updated 4 years ago
- ☆77Updated 4 years ago
- ☆19Updated 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
- Efficient Compute-Communication Overlap for Distributed LLM Inference☆62Updated 2 weeks ago
- FTPipe and related pipeline model parallelism research.☆43Updated 2 years ago
- ☆28Updated 4 years ago
- An Attention Superoptimizer☆22Updated 9 months ago
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 2 years ago
- ☆19Updated this week
- ☆145Updated 9 months ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆43Updated 3 years ago
- GPTQ inference TVM kernel☆39Updated last year
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆123Updated last year
- System for automated integration of deep learning backends.☆47Updated 3 years ago
- A Python library transfers PyTorch tensors between CPU and NVMe☆121Updated 11 months ago
- ☆56Updated last week
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆54Updated last year
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆51Updated last year
- [ICDCS 2023] DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining☆11Updated last year
- My paper/code reading notes in Chinese☆46Updated 5 months ago
- FractalTensor is a programming framework that introduces a novel approach to organizing data in deep neural networks (DNNs) as a list of …☆29Updated 10 months ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆137Updated 3 years ago