msr-fiddle / dnn-partitioningLinks
☆41Updated 5 years ago
Alternatives and similar repositories for dnn-partitioning
Users that are interested in dnn-partitioning are comparing it to the libraries listed below
Sorting:
- ☆83Updated 2 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆91Updated 2 years ago
- ☆38Updated 4 months ago
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆62Updated 2 years ago
- ☆41Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆55Updated last year
- LLM serving cluster simulator☆119Updated last year
- Compiler for Dynamic Neural Networks☆46Updated 2 years ago
- Synthesizer for optimal collective communication algorithms☆119Updated last year
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32Updated last year
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆13Updated last year
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆30Updated 3 years ago
- ☆93Updated 3 years ago
- Cavs: An Efficient Runtime System for Dynamic Neural Networks☆15Updated 5 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Updated last year
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 3 years ago
- Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into ef…☆59Updated 3 years ago
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆40Updated last year
- ☆51Updated 2 years ago
- Model-less Inference Serving☆92Updated 2 years ago
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆89Updated 2 years ago
- A baseline repository of Auto-Parallelism in Training Neural Networks☆147Updated 3 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆54Updated last year
- FTPipe and related pipeline model parallelism research.☆43Updated 2 years ago
- An experimental parallel training platform☆56Updated last year
- Repository for MLCommons Chakra schema and tools☆39Updated last year
- Set of datasets for the deep learning recommendation model (DLRM).☆47Updated 2 years ago
- ☆25Updated 2 years ago
- HeliosArtifact☆21Updated 3 years ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆55Updated last year