uuudown / SBNNLinks
Singular Binarized Neural Network based on GPU Bit Operations (see our SC-19 paper)
☆15Updated 4 years ago
Alternatives and similar repositories for SBNN
Users that are interested in SBNN are comparing it to the libraries listed below
Sorting:
- Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.☆23Updated 5 years ago
- ☆32Updated 4 years ago
- Code for paper "Design Principles for Sparse Matrix Multiplication on the GPU" accepted to Euro-Par 2018☆73Updated 5 years ago
- ☆14Updated 4 years ago
- Artifact repository for paper Automatic Generation of High-Performance Quantized Machine Learning Kernels☆17Updated 5 years ago
- ☆27Updated 5 years ago
- Multi-target compiler for Sum-Product Networks, based on MLIR and LLVM.☆24Updated 11 months ago
- ☆13Updated 4 years ago
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆116Updated 3 years ago
- UniSparse: An Intermediate Language for General Sparse Format Customization (OOPSLA'24)☆32Updated 11 months ago
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆89Updated 2 years ago
- ☆34Updated 3 years ago
- A reference implementation of the Mind Mappings Framework.☆30Updated 3 years ago
- A graph linear algebra overlay☆51Updated 2 years ago
- ☆27Updated 6 years ago
- agile hardware-software co-design☆52Updated 3 years ago
- Simulator for BitFusion☆102Updated 5 years ago
- ☆50Updated 6 years ago
- ☆29Updated 4 years ago
- ☆32Updated 3 years ago
- Escoin: Efficient Sparse Convolutional Neural Network Inference on GPUs☆16Updated 6 years ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆55Updated last year
- ☆18Updated 5 years ago
- Source code of the SC '23 paper: "DASP: Specific Dense Matrix Multiply-Accumulate Units Accelerated General Sparse Matrix-Vector Multipli…☆26Updated last year
- This repo is to collect the state-of-the-art GNN hardware acceleration paper☆54Updated 4 years ago
- A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)☆83Updated 2 years ago
- Implementation of TSM2L and TSM2R -- High-Performance Tall-and-Skinny Matrix-Matrix Multiplication Algorithms for CUDA☆35Updated 5 years ago
- Artifacts of EVT ASPLOS'24☆28Updated last year
- Tool for optimize CNN blocking☆93Updated 5 years ago
- EQueue Dialect☆40Updated 3 years ago