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1. spcl/daceml spcl/daceml Public

   A Data-Centric Compiler for Machine Learning

   Python 82 15

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

   Deep Learning for Post-Processing Ensemble Weather Forecasts

   Jupyter Notebook 87 18

3. Chimera Chimera Public

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

   Python 46 7

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 23 8

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

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

   C++ 12 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++ 81 15