NVIDIA / aistore
AIStore: scalable storage for AI applications
☆1,225Updated this week
Related projects: ⓘ
- Collective communications library with various primitives for multi-machine training.☆1,192Updated 2 months ago
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆324Updated last week
- PyTorch elastic training☆729Updated 2 years ago
- RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-a…☆737Updated this week
- common in-memory tensor structure☆890Updated last week
- A simple yet powerful tool to turn traditional container/OS images into unprivileged sandboxes.☆620Updated last month
- A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.☆692Updated last week
- Tools for building GPU clusters☆1,251Updated 6 months ago
- Optimized primitives for collective multi-GPU communication☆3,132Updated this week
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆995Updated 5 months ago
- A performant and modular runtime for TensorFlow☆754Updated last month
- NVIDIA Data Center GPU Manager (DCGM) is a project for gathering telemetry and measuring the health of NVIDIA GPUs☆379Updated 2 weeks ago
- PyTorch extensions for high performance and large scale training.☆3,151Updated 3 weeks ago
- Distributed Computing for AI Made Simple☆1,040Updated last year
- A GPU performance profiling tool for PyTorch models☆493Updated 3 years ago
- PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.☆715Updated last month
- NCCL Tests☆819Updated last month
- Mesh TensorFlow: Model Parallelism Made Easier☆1,581Updated 10 months ago
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,206Updated this week
- Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Serv…☆419Updated 2 weeks ago
- Container plugin for Slurm Workload Manager☆278Updated last month
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,169Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs…☆1,817Updated this week
- A fast GPU memory copy library based on NVIDIA GPUDirect RDMA technology☆854Updated 2 months ago
- A Data Streaming Library for Efficient Neural Network Training☆1,077Updated this week
- For recording and retrieving metadata associated with ML developer and data scientist workflows.☆613Updated 3 weeks ago
- High performance model preprocessing library on PyTorch☆644Updated 5 months ago
- TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.☆846Updated this week
- Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet f…☆1,778Updated 9 months ago
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,067Updated this week