msr-fiddle / dnn-partitioning
☆39Updated 4 years ago
Alternatives and similar repositories for dnn-partitioning:
Users that are interested in dnn-partitioning are comparing it to the libraries listed below
- ☆37Updated 3 years ago
- LLM serving cluster simulator☆92Updated 9 months ago
- ☆75Updated 2 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆53Updated 9 months ago
- Artifacts for our SIGCOMM'22 paper Muri☆41Updated last year
- ☆47Updated 5 years ago
- ☆42Updated 9 months ago
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆39Updated 11 months ago
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32Updated 9 months ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆126Updated 6 months ago
- ☆19Updated 2 years ago
- A Deep Learning Cluster Scheduler☆37Updated 4 years ago
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆85Updated 2 years ago
- Synthesizer for optimal collective communication algorithms☆103Updated 10 months ago
- An Efficient Pipelined Data Parallel Approach for Training Large Model☆73Updated 4 years ago
- ☆33Updated 7 months ago
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆17Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆48Updated 2 years ago
- Compiler for Dynamic Neural Networks☆45Updated last year
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆10Updated 11 months ago
- ☆44Updated last month
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆59Updated 2 years ago
- ☆48Updated 2 years ago
- Implementation of vDNN++; an improvement over vDNN☆17Updated 6 years ago
- HeliosArtifact☆20Updated 2 years ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆90Updated 2 years ago
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆27Updated 3 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 2 years ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆117Updated 2 years ago