Saturn accelerates the training of large-scale deep learning models with a novel joint optimization approach.
☆24Nov 22, 2023Updated 2 years ago
Alternatives and similar repositories for saturn
Users that are interested in saturn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Execution framework for multi-task model parallelism. Enables the training of arbitrarily large models with a single GPU, with linear spe…☆21Aug 13, 2023Updated 2 years ago
- An Attention Superoptimizer☆22Jan 20, 2025Updated last year
- A study of the downstream instability of word embeddings☆12Aug 23, 2022Updated 3 years ago
- Repository to go along with the paper "Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines"☆10Mar 31, 2022Updated 4 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆36Jan 9, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆14Jan 12, 2022Updated 4 years ago
- A Generic Resource-Aware Hyperparameter Tuning Execution Engine☆15Jan 8, 2022Updated 4 years ago
- (ICPP '20) ShadowTutor: Distributed Partial Distillation for Mobile Video DNN Inference☆12Jun 22, 2020Updated 5 years ago
- ☆12Nov 16, 2022Updated 3 years ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆258Mar 19, 2026Updated 2 months ago
- ☆11Nov 18, 2024Updated last year
- ☆23Jan 7, 2022Updated 4 years ago
- Data System for Optimized Deep Learning Model Selection☆21Nov 17, 2022Updated 3 years ago
- Source code for QuickSel (SIGMOD 2020)☆19Jul 12, 2025Updated 10 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Surrogate-based Hyperparameter Tuning System☆30Jun 29, 2023Updated 2 years ago
- ☆30Aug 31, 2022Updated 3 years ago
- Network Contention-Aware Cluster Scheduling with Reinforcement Learning (IEEE ICPADS'23)☆20Jul 8, 2025Updated 10 months ago
- Implementation of the paper "Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing".☆10Feb 6, 2024Updated 2 years ago
- Source code for OSDI 2023 paper titled "Cilantro - Performance-Aware Resource Allocation for General Objectives via Online Feedback"☆40Jul 6, 2023Updated 2 years ago
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 4 years ago
- ☆28May 2, 2023Updated 3 years ago
- ☆10Mar 8, 2025Updated last year
- ☆27Aug 31, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆36Updated this week
- An experimental parallel training platform☆57Mar 25, 2024Updated 2 years ago
- Clustering & Time Series Forecasting of Milan's Telecommunication data☆19Feb 15, 2023Updated 3 years ago
- MISO: Exploiting Multi-Instance GPU Capability on Multi-Tenant GPU Clusters☆21Apr 21, 2023Updated 3 years ago
- ☆19Jun 3, 2023Updated 2 years ago
- Source code for Jellyfish, a soft real-time inference serving system☆15Dec 20, 2022Updated 3 years ago
- Source code of IPA, https://escholarship.org/uc/item/2p0805dq☆12Jun 27, 2024Updated last year
- This CG provides a safe space to assess use cases, modularization (role, scope, outcomes), existing and emerging AI architectures, progre…☆29Oct 9, 2025Updated 7 months ago
- [DATE 2023] Pipe-BD: Pipelined Parallel Blockwise Distillation☆12Jul 13, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- SAGA: A Security Architecture for Governing AI Agentic Systems☆22May 5, 2026Updated 2 weeks ago
- ☆13Dec 9, 2024Updated last year
- Deployment of ML models using Python's Scikit-Learn + FastAPI + Docker☆26May 24, 2022Updated 3 years ago
- Adversarial Attack Zoo and Victim Model Zoo for general Pixel-to-Pixel Tasks☆16May 26, 2020Updated 5 years ago
- ☆11Mar 27, 2024Updated 2 years ago
- Pointer analysis prototype (currently including anderson, steensgard).☆17Dec 20, 2021Updated 4 years ago
- GPU Performance Advisor☆66Jul 25, 2022Updated 3 years ago