Pinned

1. spcl/daceml spcl/daceml Public

   A Data-Centric Compiler for Machine Learning

   Python 75 14

2. spcl/deep-weather spcl/deep-weather Public

   Deep Learning for Post-Processing Ensemble Weather Forecasts

   Jupyter Notebook 82 15

3. Chimera Chimera Public

   Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines.

   Python 37 6

4. Ok-Topk Ok-Topk Public

   Ok-Topk is a scheme for distributed training with sparse gradients. Ok-Topk integrates a novel sparse allreduce algorithm (less than 6k communication volume which is asymptotically optimal) with th…

   Python 20 8

5. spcl/DNN-cpp-proxies spcl/DNN-cpp-proxies Public

   C++/MPI proxies for distributed training of deep neural networks.

   C++ 13 2

6. Magicube Magicube Public

   Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.

   C++ 77 16