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.
☆192Updated 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…☆402Updated last week
- Module, Model, and Tensor Serialization/Deserialization☆277Updated 3 months ago
- ☆111Updated 10 months ago
- ☆267Updated last week
- Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)☆454Updated 3 weeks ago
- Container plugin for Slurm Workload Manager☆398Updated 3 weeks ago
- Training and inference on AWS Trainium and Inferentia chips.☆250Updated this week
- Scalable and Performant Data Loading☆349Updated this week
- ☆72Updated 9 months ago
- CUDA checkpoint and restore utility☆393Updated 2 months ago
- ☆317Updated last year
- NVIDIA Resiliency Extension is a python package for framework developers and users to implement fault-tolerant features. It improves the …☆239Updated this week
- The Triton backend for the PyTorch TorchScript models.☆166Updated last week
- Powering AWS purpose-built machine learning chips. Blazing fast and cost effective, natively integrated into PyTorch and TensorFlow and i…☆555Updated 3 weeks ago
- Example code for AWS Neuron SDK developers building inference and training applications☆151Updated 3 weeks ago
- ☆63Updated 2 weeks ago
- A tool to configure, launch and manage your machine learning experiments.☆208Updated last week
- Kubernetes Operator, ansible playbooks, and production scripts for large-scale AIStore deployments on Kubernetes.☆113Updated last week
- ☆57Updated this week
- 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
- Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.☆377Updated last week
- A library to analyze PyTorch traces.☆437Updated 2 weeks ago
- The Triton backend for the ONNX Runtime.☆168Updated this week
- xpk (Accelerated Processing Kit, pronounced x-p-k,) is a software tool to help Cloud developers to orchestrate training jobs on accelerat…☆154Updated this week
- Repository for open inference protocol specification☆60Updated 6 months ago
- This is a plugin which lets EC2 developers use libfabric as network provider while running NCCL applications.☆198Updated last week
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆161Updated 2 months ago
- JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs wel…☆392Updated 5 months ago
- cuVS - a library for vector search and clustering on the GPU☆584Updated this week
- Triton Model Navigator is an inference toolkit designed for optimizing and deploying Deep Learning models with a focus on NVIDIA GPUs.☆213Updated 7 months ago