A baseline repository of Auto-Parallelism in Training Neural Networks
☆147Jun 25, 2022Updated 3 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
Sorting:
- A curated list of awesome projects and papers for distributed training or inference☆266Oct 8, 2024Updated last year
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆44Nov 4, 2022Updated 3 years ago
- ☆82Feb 11, 2026Updated 2 weeks ago
- paper and its code for AI System☆348Feb 10, 2026Updated 3 weeks ago
- play gemm with tvm☆92Jul 22, 2023Updated 2 years ago
- An experimental parallel training platform☆56Mar 25, 2024Updated last year
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆234Sep 24, 2023Updated 2 years ago
- A schedule language for large model training☆152Aug 21, 2025Updated 6 months ago
- Training and serving large-scale neural networks with auto parallelization.☆3,183Dec 9, 2023Updated 2 years ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆25May 12, 2025Updated 9 months ago
- ☆14Jan 12, 2022Updated 4 years ago
- ☆84Dec 2, 2022Updated 3 years ago
- DELTA-pytorch：DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation☆12Apr 16, 2024Updated last year
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆82Nov 19, 2024Updated last year
- Byted PyTorch Distributed for Hyperscale Training of LLMs and RLs☆938Nov 27, 2025Updated 3 months ago
- Matrix multiplication on GPUs for matrices stored on a CPU. Similar to cublasXt, but ported to both NVIDIA and AMD GPUs.☆32Apr 2, 2025Updated 11 months ago
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆478Mar 15, 2024Updated last year
- Yat another MySQL storage engine, a database course project.☆13Dec 23, 2022Updated 3 years ago
- a simple API to use CUPTI☆11Aug 19, 2025Updated 6 months ago
- ☆12Apr 30, 2024Updated last year
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆17Mar 13, 2023Updated 2 years ago
- ☆13Feb 22, 2023Updated 3 years ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆124Dec 18, 2023Updated 2 years ago
- Distributed Compiler based on Triton for Parallel Systems☆1,371Feb 13, 2026Updated 2 weeks ago
- Compiler for Dynamic Neural Networks☆45Nov 13, 2023Updated 2 years ago
- nnScaler: Compiling DNN models for Parallel Training☆124Sep 23, 2025Updated 5 months ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆58Aug 21, 2024Updated last year
- TePDist (TEnsor Program DISTributed) is an HLO-level automatic distributed system for DL models.☆99Apr 22, 2023Updated 2 years ago
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,261Aug 28, 2025Updated 6 months ago
- ☆323Jan 22, 2024Updated 2 years ago
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆519Jan 15, 2025Updated last year
- Artifacts for our SIGCOMM'22 paper Muri☆43Dec 29, 2023Updated 2 years ago
- ngAP's artifact for ASPLOS'24☆25Jul 29, 2025Updated 7 months ago
- ☆22Feb 18, 2025Updated last year
- Synthesizer for optimal collective communication algorithms☆124Apr 8, 2024Updated last year
- Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices☆12Jul 1, 2021Updated 4 years ago
- Pipeline Parallelism for PyTorch☆785Aug 21, 2024Updated last year
- ☆631Jan 14, 2026Updated last month
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆70Mar 20, 2025Updated 11 months ago