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1. spcl/daceml spcl/daceml Public

   A Data-Centric Compiler for Machine Learning

   Python 82 14

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

   Deep Learning for Post-Processing Ensemble Weather Forecasts

   Jupyter Notebook 90 18

3. ParCIS/Chimera ParCIS/Chimera Public

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

   Python 51 7

4. ParCIS/Ok-Topk ParCIS/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 24 8

5. ParCIS/Magicube ParCIS/Magicube Public

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

   C++ 85 17

6. ParCIS/FlashSparse ParCIS/FlashSparse Public

   FlashSparse significantly reduces the computation redundancy for unstructured sparsity (for SpMM and SDDMM) on Tensor Cores through a Swap-and-Transpose mapping strategy. FlashSparse is accepted by…

   Cuda 1