google / iopddl
Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning
☆23Updated 4 months ago
Alternatives and similar repositories for iopddl:
Users that are interested in iopddl are comparing it to the libraries listed below
- ☆78Updated 2 years ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆49Updated 10 months ago
- ThrillerFlow is a Dataflow Analysis and Codegen Framework written in Rust.☆14Updated 4 months ago
- ☆22Updated 2 years ago
- PerFlow-AI is a programmable performance analysis, modeling, prediction tool for AI system.☆18Updated 3 weeks ago
- Compiler for Dynamic Neural Networks☆45Updated last year
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆33Updated 2 weeks ago
- ☆35Updated 9 months ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆25Updated 2 months ago
- ☆72Updated 3 years ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆38Updated 2 years ago
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆17Updated last year
- ☆9Updated last year
- Canvas: End-to-End Kernel Architecture Search in Neural Networks☆26Updated 4 months ago
- FlexFlow Serve: Low-Latency, High-Performance LLM Serving☆34Updated this week
- ☆24Updated last year
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆50Updated 8 months ago
- ☆28Updated 8 months ago
- Artifacts of EVT ASPLOS'24☆23Updated last year
- Ultra | Ultimate | Unified CCL☆58Updated 2 months ago
- ☆59Updated 10 months ago
- ☆50Updated 5 years ago
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆62Updated 3 weeks ago
- ☆41Updated 11 months ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆52Updated 7 months ago
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆79Updated 4 months ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆36Updated 4 months ago
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆27Updated 3 years ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆41Updated 3 weeks ago
- GVProf: A Value Profiler for GPU-based Clusters☆49Updated last year