cake-lab / DELILinks
Optimizing loading training data from cloud bucket storage for cloud-based distributed deep learning. Official repository for Quantifying and Improving Performance of Distributed Deep Learning with Cloud Storage, to be published in IC2E 2021
☆12Updated 3 years ago
Alternatives and similar repositories for DELI
Users that are interested in DELI are comparing it to the libraries listed below
Sorting:
- AMD HPC Research Fund Cloud☆14Updated last month
- This is repository for a I/O benchmark which represents Scientific Deep Learning Workloads.☆23Updated 2 years ago
- MLPerf™ logging library☆36Updated last week
- COCCL: Compression and precision co-aware collective communication library☆24Updated 5 months ago
- VaniDL is an tool for analyzing I/O patterns and behavior with Deep Learning Applications.☆10Updated 3 years ago
- ☆20Updated last year
- ☆38Updated this week
- This is the open source version of HPL-MXP. The code performance has been verified on Frontier☆17Updated last month
- Material for the SC22 Deep Learning at Scale Tutorial☆41Updated 2 years ago
- Get started with your NVIDIA Arm HPC Developers Kit!☆33Updated 2 years ago
- benchmarking some transformer deployments☆26Updated 2 years ago
- NPBench - A Benchmarking Suite for High-Performance NumPy☆87Updated 3 months ago
- SParse AcceleRation on Tensor Architecture☆17Updated 4 months ago
- Cosmic Tagging Network for Neutrino Physics☆13Updated last year
- Dragon distributed runtime for HPC and AI applications and workflows☆83Updated 2 weeks ago
- Directed Acyclic Graph Execution Engine (DAGEE) is a C++ library that enables programmers to express computation and data movement, as ta…☆46Updated 3 years ago
- A TUI-based utility for real-time monitoring of InfiniBand traffic and performance metrics on the local node☆27Updated 3 months ago
- A tracing infrastructure for heterogeneous computing applications.☆35Updated this week
- This repository contains the results and code for the MLPerf™ Training v2.1 benchmark.☆15Updated 2 years ago
- Sparsity support for PyTorch☆36Updated 5 months ago
- A task benchmark☆43Updated last year
- No-GIL Python environment featuring NVIDIA Deep Learning libraries.☆63Updated 4 months ago
- A GPU performance prediction toolkit for CUDA programs☆17Updated 6 years ago
- ☆24Updated 2 years ago
- Analyze graph/hierarchical performance data using pandas dataframes☆116Updated 6 months ago
- An Aspiring Drop-In Replacement for Pandas at Scale☆74Updated 3 years ago
- Proactive Data Containers (PDC) software provides an object-centric API and a runtime system with a set of data object management service…☆16Updated 3 weeks ago
- This is a plugin which lets EC2 developers use libfabric as network provider while running NCCL applications.☆184Updated this week
- CloudAI Benchmark Framework☆71Updated this week
- Benchmarks to capture important workloads.☆31Updated 7 months ago