sjtu-epcc / DVABatch
☆19Updated 2 years ago
Alternatives and similar repositories for DVABatch:
Users that are interested in DVABatch are comparing it to the libraries listed below
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆19Updated last month
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆53Updated 6 months ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆49Updated 9 months ago
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆42Updated 2 years ago
- ☆24Updated last year
- SOTA Learning-augmented Systems☆35Updated 2 years ago
- ☆37Updated 3 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated 10 months ago
- ☆23Updated 2 years ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆32Updated 7 months ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆10Updated last year
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆51Updated 7 months ago
- ☆14Updated 3 years ago
- ☆17Updated 3 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆22Updated 3 months ago
- ThrillerFlow is a Dataflow Analysis and Codegen Framework written in Rust.☆14Updated 3 months ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆23Updated 3 months ago
- Stateful LLM Serving☆46Updated this week
- LLM serving cluster simulator☆93Updated 10 months ago
- Artifacts of EVT ASPLOS'24☆23Updated last year
- ☆8Updated last year
- ☆83Updated 2 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…☆25Updated 2 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆49Updated 2 years ago
- Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.☆24Updated 4 years ago
- Compiler for Dynamic Neural Networks☆45Updated last year
- Thunder Research Group's Collective Communication Library☆33Updated 10 months ago
- ☆46Updated 2 months ago