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
- ☆23Updated 5 months ago
- An Attention Superoptimizer☆21Updated 3 months ago
- ☆43Updated last year
- Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS☆25Updated 2 months ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆34Updated last month
- Artifacts of EVT ASPLOS'24☆24Updated last year
- ☆16Updated 2 years ago
- An IR for efficiently simulating distributed ML computation.☆28Updated last year
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆23Updated 4 months ago
- ☆79Updated 2 years ago
- ☆9Updated last year
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆19Updated last year
- 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
- Thunder Research Group's Collective Communication Library☆36Updated last year
- ☆11Updated 4 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆52Updated 8 months ago
- A source-to-source compiler for optimizing CUDA dynamic parallelism by aggregating launches☆15Updated 5 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
- DietCode Code Release☆63Updated 2 years ago
- ☆14Updated 3 years ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆121Updated 2 years ago
- An external memory allocator example for PyTorch.☆14Updated 3 years ago
- Mille Crepe Bench: layer-wise performance analysis for deep learning frameworks.☆17Updated 5 years ago
- An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.☆50Updated 9 months ago
- Synthesizer for optimal collective communication algorithms☆106Updated last year
- ☆22Updated 2 years ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆38Updated 2 years ago
- Benchmark PyTorch Custom Operators☆14Updated last year
- An experimental parallel training platform☆54Updated last year
- ☆24Updated last year