HuaizhengZhang / MIGProfiler
Multi-Instance-GPU profiling tool
☆57Updated 2 years ago
Alternatives and similar repositories for MIGProfiler:
Users that are interested in MIGProfiler are comparing it to the libraries listed below
- SOTA Learning-augmented Systems☆36Updated 2 years ago
- ☆53Updated 4 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆52Updated 8 months ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- ☆24Updated last year
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 2 years ago
- [ACM EuroSys '23] Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access☆56Updated last year
- ☆37Updated 3 years ago
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆42Updated 2 years ago
- Fine-grained GPU sharing primitives☆141Updated 5 years ago
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆62Updated 2 years ago
- ☆35Updated 4 years ago
- An interference-aware scheduler for fine-grained GPU sharing☆133Updated 3 months ago
- ☆48Updated 4 months ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆51Updated 11 months ago
- A resilient distributed training framework☆95Updated last year
- Model-less Inference Serving☆88Updated last year
- Paella: Low-latency Model Serving with Virtualized GPU Scheduling☆58Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆49Updated 2 years ago
- LLM serving cluster simulator☆99Updated last year
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆60Updated 11 months ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆128Updated 9 months ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆94Updated 2 years ago
- ☆23Updated 2 years ago
- ☆49Updated 2 years ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆11Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆164Updated 6 months ago
- Compiler for Dynamic Neural Networks☆46Updated last year
- Artifacts for our NSDI'23 paper TGS☆75Updated 10 months ago