facebookresearch / fairringLinks
Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large scales
☆65Updated 3 years ago
Alternatives and similar repositories for fairring
Users that are interested in fairring are comparing it to the libraries listed below
Sorting:
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆161Updated 2 weeks ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆135Updated 3 years ago
- PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021☆56Updated 4 years ago
- A tensor-aware point-to-point communication primitive for machine learning☆273Updated last month
- ☆145Updated 8 months ago
- A Python library transfers PyTorch tensors between CPU and NVMe☆121Updated 10 months ago
- pytorch-profiler☆51Updated 2 years ago
- PyTorch RFCs (experimental)☆135Updated 4 months ago
- Benchmark scripts for TVM☆74Updated 3 years ago
- Torch Distributed Experimental☆117Updated last year
- Research and development for optimizing transformers☆130Updated 4 years ago
- ☆42Updated 2 years ago
- This repository contains the results and code for the MLPerf™ Training v1.0 benchmark.☆37Updated last year
- Home for OctoML PyTorch Profiler☆114Updated 2 years ago
- torch::deploy (multipy for non-torch uses) is a system that lets you get around the GIL problem by running multiple Python interpreters i…☆181Updated last month
- ☆50Updated last year
- System for automated integration of deep learning backends.☆47Updated 3 years ago
- This repository contains the results and code for the MLPerf™ Training v0.7 benchmark.☆57Updated 2 years ago
- extensible collectives library in triton☆88Updated 6 months ago
- Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616☆132Updated 2 years ago
- Benchmark PyTorch Custom Operators☆14Updated 2 years ago
- ☆159Updated 2 years ago
- A library for syntactically rewriting Python programs, pronounced (sinner).☆68Updated 3 years ago
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆200Updated 3 years ago
- DLPack for Tensorflow☆35Updated 5 years ago
- Codebase associated with the PyTorch compiler tutorial☆46Updated 6 years ago
- oneCCL Bindings for Pytorch*☆102Updated last month
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆97Updated 3 months ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆122Updated 3 years ago
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆115Updated last year