qipengwang / MelonLinks
MobiSys#114
☆22Updated 2 years ago
Alternatives and similar repositories for Melon
Users that are interested in Melon are comparing it to the libraries listed below
Sorting:
- This is a list of awesome edgeAI inference related papers.☆98Updated 2 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆57Updated last year
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆22Updated 5 years ago
- ☆102Updated last year
- ☆78Updated 2 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- SOTA Learning-augmented Systems☆37Updated 3 years ago
- ☆21Updated 3 years ago
- Ok-Topk is a scheme for distributed training with sparse gradients. Ok-Topk integrates a novel sparse allreduce algorithm (less than 6k c…☆27Updated 3 years ago
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆35Updated 4 months ago
- The open-source project for "Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading"[MobiCom'2022]☆19Updated 3 years ago
- ☆34Updated 2 months ago
- ☆25Updated 2 years ago
- ☆14Updated 3 years ago
- ☆16Updated last year
- Experimental deep learning framework written in Rust☆15Updated 3 years ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Updated last year
- ☆38Updated 6 months ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆56Updated last year
- ☆213Updated last year
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆12Updated last year
- Multi-Instance-GPU profiling tool☆58Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆55Updated last year
- ☆52Updated 3 years ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆40Updated 9 months ago
- Create tiny ML systems for on-device learning.☆20Updated 4 years ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆33Updated 10 months ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Updated 2 years ago
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆44Updated 3 years ago
- Multi-branch model for concurrent execution☆18Updated 2 years ago