PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021
☆56Jul 21, 2021Updated 4 years ago
Alternatives and similar repositories for PipeTransformer
Users that are interested in PipeTransformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Feb 1, 2021Updated 5 years ago
- Artifact repository for paper Automatic Generation of High-Performance Quantized Machine Learning Kernels☆17Oct 13, 2020Updated 5 years ago
- Artifact for 'Register Optimizations for Stencils on GPUs'☆10Sep 18, 2018Updated 7 years ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆71Mar 20, 2025Updated last year
- ☆42Sep 8, 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.
- ☆392Nov 4, 2022Updated 3 years ago
- Low-variance and unbiased gradient for backpropagation through categorical random variables, with application in variational auto-encoder…☆17Jul 1, 2020Updated 5 years ago
- ☆49Apr 11, 2025Updated last year
- FTPipe and related pipeline model parallelism research.☆44May 16, 2023Updated 2 years ago
- An Efficient Pipelined Data Parallel Approach for Training Large Model☆76Dec 11, 2020Updated 5 years ago
- ☆25Apr 3, 2023Updated 3 years ago
- ☆251Jul 25, 2024Updated last year
- ComScribe is a tool to identify communication among all GPU-GPU and CPU-GPU pairs in a single-node multi-GPU system.☆27Jul 6, 2023Updated 2 years ago
- ☆58Jan 25, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Research and development for optimizing transformers☆131Feb 16, 2021Updated 5 years ago
- Code for paper "ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection" (MobiSys'23)☆14Nov 1, 2023Updated 2 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆24Nov 21, 2024Updated last year
- Resource-adaptive cluster scheduler for deep learning training.☆459Mar 5, 2023Updated 3 years ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆137Feb 21, 2022Updated 4 years ago
- ☆144Jan 30, 2025Updated last year
- A GPipe implementation in PyTorch☆862Jul 25, 2024Updated last year
- Benchmark PyTorch Custom Operators☆14Jul 6, 2023Updated 2 years ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆44Nov 4, 2022Updated 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.
- Bagua Speeds up PyTorch☆883Aug 1, 2024Updated last year
- ☆14Aug 3, 2024Updated last year
- ☆102Jan 17, 2024Updated 2 years ago
- Slides from 2021-12-15 talk, "TVM Developer Bootcamp – Writing Hardware Backends"☆11Jan 20, 2022Updated 4 years ago
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆69Dec 9, 2024Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆36Jan 9, 2023Updated 3 years ago
- ☆23Jun 5, 2019Updated 6 years ago
- ☆11May 19, 2025Updated 11 months ago
- RaNNC is an automatic parallelization middleware used to train very large-scale neural networks.☆57Oct 15, 2022Updated 3 years 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.
- Multivariate cumulants of any order☆15May 17, 2023Updated 2 years ago
- Torch Distributed Experimental☆117Aug 5, 2024Updated last year
- Model factory is a ML training platform to help engineers to build ML models at scale☆17Sep 27, 2021Updated 4 years ago
- Distributed DRL by Ray and TensorFlow Tutorial.☆10Dec 26, 2019Updated 6 years ago
- Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.☆29Oct 20, 2021Updated 4 years ago
- Resource Efficient Federated Learning☆25Jan 13, 2023Updated 3 years ago
- ☆16May 4, 2021Updated 4 years ago