sjtu-epcc / Tacker
Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS
☆19Updated this week
Alternatives and similar repositories for Tacker:
Users that are interested in Tacker are comparing it to the libraries listed below
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆53Updated 5 months ago
- TileFusion is a highly efficient kernel template library designed to elevate the level of abstraction in CUDA C for processing tiles.☆53Updated this week
- ThrillerFlow is a Dataflow Analysis and Codegen Framework written in Rust.☆14Updated 2 months ago
- GVProf: A Value Profiler for GPU-based Clusters☆49Updated 10 months ago
- Cavs: An Efficient Runtime System for Dynamic Neural Networks☆14Updated 4 years ago
- An Attention Superoptimizer☆21Updated 3 weeks ago
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆40Updated 2 years ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆31Updated 6 months ago
- Artifacts of EVT ASPLOS'24☆23Updated 11 months ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆50Updated 8 months ago
- ☆11Updated 3 years ago
- ☆8Updated last year
- ☆19Updated 4 months ago
- ☆16Updated 2 years ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆23Updated 2 months ago
- ☆18Updated 2 years ago
- An external memory allocator example for PyTorch.☆14Updated 3 years ago
- ☆21Updated last year
- A source-to-source compiler for optimizing CUDA dynamic parallelism by aggregating launches☆15Updated 5 years ago
- ☆44Updated last year
- An IR for efficiently simulating distributed ML computation.☆27Updated last year
- DietCode Code Release☆61Updated 2 years ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆19Updated 11 months ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆117Updated 2 years ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆134Updated last year
- Optimize tensor program fast with Felix, a gradient descent autotuner.☆24Updated 9 months ago
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆51Updated 6 months ago
- Artifact of ASPLOS'23 paper entitled: GRACE: A Scalable Graph-Based Approach to Accelerating Recommendation Model Inference☆17Updated last year
- SOTA Learning-augmented Systems☆34Updated 2 years ago
- ☆23Updated last month