zhisbug / Cavs
Cavs: An Efficient Runtime System for Dynamic Neural Networks
☆14Updated 4 years ago
Alternatives and similar repositories for Cavs:
Users that are interested in Cavs are comparing it to the libraries listed below
- An Attention Superoptimizer☆21Updated 2 months ago
- ☆44Updated last year
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆19Updated last month
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆23Updated 3 months ago
- ☆23Updated 3 months ago
- An IR for efficiently simulating distributed ML computation.☆28Updated last year
- Thunder Research Group's Collective Communication Library☆34Updated 10 months ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing. By pro…☆68Updated this week
- ThrillerFlow is a Dataflow Analysis and Codegen Framework written in Rust.☆14Updated 3 months ago
- Benchmark PyTorch Custom Operators☆14Updated last year
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆32Updated 7 months ago
- ☆8Updated last year
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆51Updated 7 months ago
- ☆16Updated 2 years ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆38Updated 2 years ago
- ☆75Updated 2 years ago
- DietCode Code Release☆61Updated 2 years ago
- Artifacts of EVT ASPLOS'24☆24Updated last year
- Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.☆24Updated 4 years ago
- ☆19Updated 2 years ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆119Updated 2 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…☆61Updated 2 years ago
- GVProf: A Value Profiler for GPU-based Clusters☆49Updated 11 months ago
- A source-to-source compiler for optimizing CUDA dynamic parallelism by aggregating launches☆15Updated 5 years ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆135Updated last year
- An experimental parallel training platform☆54Updated 11 months ago
- This is the implementation for paper: AdaTune: Adaptive Tensor Program CompilationMade Efficient (NeurIPS 2020).☆13Updated 3 years ago
- ☆22Updated 2 years ago
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆78Updated 4 months ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆19Updated last year