hku-systems / naspipeLinks
☆14Updated 3 years ago
Alternatives and similar repositories for naspipe
Users that are interested in naspipe are comparing it to the libraries listed below
Sorting:
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- ☆25Updated 2 years ago
- ☆21Updated 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
- Ok-Topk is a scheme for distributed training with sparse gradients. Ok-Topk integrates a novel sparse allreduce algorithm (less than 6k c…☆27Updated 2 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆25Updated 11 months ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆23Updated 5 months ago
- ☆22Updated 2 weeks ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆13Updated last year
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆40Updated last year
- SOTA Learning-augmented Systems☆37Updated 3 years ago
- Compiler for Dynamic Neural Networks☆46Updated last year
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆55Updated last year
- ☆15Updated 3 years ago
- PerFlow-AI is a programmable performance analysis, modeling, prediction tool for AI system.☆24Updated 2 weeks ago
- An Attention Superoptimizer☆22Updated 9 months ago
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32Updated last year
- ☆17Updated 2 years ago
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆31Updated 8 months ago
- Cavs: An Efficient Runtime System for Dynamic Neural Networks☆15Updated 5 years ago
- ☆24Updated 3 years ago
- ☆38Updated 4 months ago
- ☆56Updated 4 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Updated last year
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆22Updated 4 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
- Deferred Continuous Batching in Resource-Efficient Large Language Model Serving (EuroMLSys 2024)☆18Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆54Updated last year
- ☆14Updated 2 weeks ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆68Updated last week