casys-kaist / EnvPipe
☆24Updated last year
Alternatives and similar repositories for EnvPipe:
Users that are interested in EnvPipe are comparing it to the libraries listed below
- ☆23Updated 2 years ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆9Updated 10 months ago
- Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access (ACM EuroSys '23)☆55Updated 10 months ago
- ☆14Updated 2 years ago
- LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale☆80Updated 3 weeks ago
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆17Updated last year
- ☆33Updated 2 years ago
- SOTA Learning-augmented Systems☆34Updated 2 years ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆19Updated 11 months ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆53Updated 8 months ago
- ☆14Updated 3 years ago
- ☆53Updated 4 years ago
- Stateful LLM Serving☆44Updated 6 months ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆53Updated 5 months ago
- ☆48Updated 7 months ago
- ☆16Updated 2 years ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆18Updated 3 years ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆18Updated 8 months ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆37Updated 2 years ago
- ☆44Updated last month
- ☆37Updated 3 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆22Updated 2 months ago
- ☆16Updated 8 months ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆49Updated 8 months ago
- ☆13Updated last year
- ☆46Updated last month
- An Attention Superoptimizer☆21Updated last week
- LLM serving cluster simulator☆90Updated 9 months ago
- ☆18Updated 2 years ago