alibaba / TePDist
TePDist (TEnsor Program DISTributed) is an HLO-level automatic distributed system for DL models.
☆94Updated 2 years ago
Alternatives and similar repositories for TePDist
Users that are interested in TePDist are comparing it to the libraries listed below
Sorting:
- PyTorch distributed training acceleration framework☆48Updated 3 months ago
- Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.☆267Updated 2 years ago
- HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of…☆147Updated this week
- A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster☆157Updated last year
- ☆216Updated last year
- A baseline repository of Auto-Parallelism in Training Neural Networks☆144Updated 2 years ago
- ☆127Updated 4 months ago
- GLake: optimizing GPU memory management and IO transmission.☆460Updated last month
- A prefill & decode disaggregated LLM serving framework with shared GPU memory and fine-grained compute isolation.☆73Updated 2 weeks ago
- ☆148Updated 4 months ago
- [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…☆54Updated 9 months ago
- Paella: Low-latency Model Serving with Virtualized GPU Scheduling☆58Updated last year
- AI Accelerator Benchmark focuses on evaluating AI Accelerators from a practical production perspective, including the ease of use and ver…☆239Updated last month
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆78Updated 5 months ago
- DeepLearning Framework Performance Profiling Toolkit☆284Updated 3 years ago
- ☆36Updated 5 months ago
- ☆139Updated last year
- Microsoft Collective Communication Library☆345Updated last year
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆60Updated 11 months ago
- ☆79Updated 2 years ago
- A home for the final text of all TVM RFCs.☆105Updated 7 months ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆121Updated 2 years ago
- ☆65Updated last month
- NCCL Fast Socket is a transport layer plugin to improve NCCL collective communication performance on Google Cloud.☆116Updated last year
- nnScaler: Compiling DNN models for Parallel Training☆110Updated 2 weeks ago
- Synthesizer for optimal collective communication algorithms☆106Updated last year
- GPU-scheduler-for-deep-learning☆205Updated 4 years ago
- ☆79Updated 3 weeks ago
- DeepSeek-V3/R1 inference performance simulator☆120Updated last month
- A lightweight design for computation-communication overlap.☆113Updated last week