A baseline repository of Auto-Parallelism in Training Neural Networks
☆145Jun 25, 2022Updated 4 years ago
Alternatives and similar repositories for awesome-Auto-Parallelism
Users that are interested in awesome-Auto-Parallelism are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DELTA-pytorch:DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation☆12Apr 16, 2024Updated 2 years ago
- ☆86Feb 11, 2026Updated 5 months ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆44Nov 4, 2022Updated 3 years ago
- A curated list of awesome projects and papers for distributed training or inference☆280Oct 8, 2024Updated last year
- ☆12Apr 30, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Training and serving large-scale neural networks with auto parallelization.☆3,180Dec 9, 2023Updated 2 years ago
- paper and its code for AI System☆375May 14, 2026Updated 2 months ago
- An experimental parallel training platform☆57Mar 25, 2024Updated 2 years ago
- A schedule language for large model training☆153Aug 21, 2025Updated 11 months ago
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆82Nov 19, 2024Updated last year
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆246Sep 24, 2023Updated 2 years ago
- Byted PyTorch Distributed for Hyperscale Training of LLMs and RLs☆1,033Mar 3, 2026Updated 4 months ago
- play gemm with tvm☆91Jul 22, 2023Updated 3 years ago
- ☆56Apr 30, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- An IR for efficiently simulating distributed ML computation.☆33Jan 13, 2024Updated 2 years ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆25May 12, 2025Updated last year
- TePDist (TEnsor Program DISTributed) is an HLO-level automatic distributed system for DL models.☆97Apr 22, 2023Updated 3 years ago
- Synthesizer for optimal collective communication algorithms☆125Apr 8, 2024Updated 2 years ago
- Yat another MySQL storage engine, a database course project.☆13Dec 23, 2022Updated 3 years ago
- ☆14Jan 12, 2022Updated 4 years ago
- Tile-based language built for AI computation across all scales☆176Jun 16, 2026Updated last month
- Distributed Compiler based on Triton for Parallel Systems☆1,498Updated this week
- ☆85Dec 2, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆479Mar 15, 2024Updated 2 years ago
- Reference code for https://arxiv.org/abs/1906.08879☆18Oct 25, 2019Updated 6 years ago
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆17Mar 13, 2023Updated 3 years ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆72Mar 20, 2025Updated last year
- Pipeline Parallelism for PyTorch☆786Aug 21, 2024Updated last year
- ☆333Jan 22, 2024Updated 2 years ago
- ☆42Oct 12, 2020Updated 5 years ago
- Distributed Communication-Optimal Matrix-Matrix Multiplication Algorithm☆215Apr 18, 2026Updated 3 months ago
- Compiler for Dynamic Neural Networks☆45Nov 13, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆30Sep 4, 2023Updated 2 years ago
- a simple API to use CUPTI☆10Aug 19, 2025Updated 11 months ago
- AI and Memory Wall☆228Mar 23, 2024Updated 2 years ago
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆682May 21, 2026Updated 2 months ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training.☆339Dec 13, 2025Updated 7 months ago
- Artifacts for our SIGCOMM'22 paper Muri☆44Dec 29, 2023Updated 2 years ago
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆129Jul 13, 2024Updated 2 years ago