NVIDIA / nvidia-resiliency-extLinks
NVIDIA Resiliency Extension is a python package for framework developers and users to implement fault-tolerant features. It improves the effective training time by minimizing the downtime due to failures and interruptions.
☆232Updated this week
Alternatives and similar repositories for nvidia-resiliency-ext
Users that are interested in nvidia-resiliency-ext are comparing it to the libraries listed below
Sorting:
- A library to analyze PyTorch traces.☆426Updated this week
- NCCL Fast Socket is a transport layer plugin to improve NCCL collective communication performance on Google Cloud.☆122Updated last year
- ☆146Updated 10 months ago
- Perplexity GPU Kernels☆519Updated 2 weeks ago
- NVIDIA Inference Xfer Library (NIXL)☆712Updated this week
- MSCCL++: A GPU-driven communication stack for scalable AI applications☆433Updated this week
- CUDA checkpoint and restore utility☆381Updated last month
- QuickReduce is a performant all-reduce library designed for AMD ROCm that supports inline compression.☆35Updated 2 months ago
- NVIDIA NCCL Tests for Distributed Training☆121Updated last week
- This is a plugin which lets EC2 developers use libfabric as network provider while running NCCL applications.☆190Updated last week
- Applied AI experiments and examples for PyTorch☆302Updated 2 months ago
- Zero Bubble Pipeline Parallelism☆433Updated 6 months ago
- NCCL Profiling Kit☆145Updated last year
- Microsoft Collective Communication Library☆371Updated 2 years ago
- ☆72Updated 9 months ago
- A tool for bandwidth measurements on NVIDIA GPUs.☆564Updated 6 months ago
- RDMA and SHARP plugins for nccl library☆212Updated 3 weeks ago
- PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for…☆153Updated this week
- ☆246Updated this week
- ☆317Updated last year
- extensible collectives library in triton☆90Updated 7 months ago
- Offline optimization of your disaggregated Dynamo graph☆97Updated this week
- torchcomms: a modern PyTorch communications API☆245Updated this week
- Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)☆446Updated this week
- A Quirky Assortment of CuTe Kernels☆651Updated last week
- Dynamic Memory Management for Serving LLMs without PagedAttention☆434Updated 5 months ago
- Genai-bench is a powerful benchmark tool designed for comprehensive token-level performance evaluation of large language model (LLM) serv…☆229Updated this week
- 🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.☆216Updated this week
- A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.☆585Updated this week
- ☆243Updated last year