awslabs / s3-connector-for-pytorchLinks
The Amazon S3 Connector for PyTorch delivers high throughput for PyTorch training jobs that access and store data in Amazon S3.
☆188Updated last week
Alternatives and similar repositories for s3-connector-for-pytorch
Users that are interested in s3-connector-for-pytorch are comparing it to the libraries listed below
Sorting:
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆400Updated this week
- ☆111Updated 10 months ago
- Module, Model, and Tensor Serialization/Deserialization☆272Updated 2 months ago
- Container plugin for Slurm Workload Manager☆392Updated last month
- Scalable and Performant Data Loading☆335Updated this week
- Easy, fast and very cheap training and inference on AWS Trainium and Inferentia chips.☆247Updated last week
- ☆267Updated this week
- Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)☆446Updated last week
- ☆63Updated last month
- ☆72Updated 9 months ago
- EFA/NCCL base AMI build Packer and CodeBuild/Pipeline files. Also base Docker build files to enable EFA/NCCL in containers☆43Updated 2 years ago
- Example code for AWS Neuron SDK developers building inference and training applications☆150Updated last week
- Powering AWS purpose-built machine learning chips. Blazing fast and cost effective, natively integrated into PyTorch and TensorFlow and i…☆553Updated this week
- CUDA checkpoint and restore utility☆384Updated 2 months ago
- NVIDIA Resiliency Extension is a python package for framework developers and users to implement fault-tolerant features. It improves the …☆232Updated this week
- The Triton backend for the PyTorch TorchScript models.☆164Updated this week
- Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.☆366Updated this week
- A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)☆256Updated 4 months ago
- This is a plugin which lets EC2 developers use libfabric as network provider while running NCCL applications.☆192Updated this week
- ☆56Updated 2 weeks ago
- Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference example…☆63Updated 3 weeks ago
- JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs wel…☆388Updated 5 months ago
- A top-like tool for monitoring GPUs in a cluster☆85Updated last year
- ☆73Updated last year
- Where GPUs get cooked 👩🍳🔥☆310Updated last month
- A library to analyze PyTorch traces.☆426Updated last week
- Staging area for ongoing enhancements to Ray focused on improving integration with AWS and other Amazon technologies.☆67Updated last year
- Speed up model training by fixing data loading.☆556Updated last week
- ☆316Updated last year
- xpk (Accelerated Processing Kit, pronounced x-p-k,) is a software tool to help Cloud developers to orchestrate training jobs on accelerat…☆151Updated this week