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1. spcl/dacemlspcl/dacemlPublic archive

   A Data-Centric Compiler for Machine Learning

   Python 85 14

2. spcl/deep-weatherspcl/deep-weatherPublic

   Deep Learning for Post-Processing Ensemble Weather Forecasts

   Jupyter Notebook 90 17

3. ParCIS/ChimeraParCIS/ChimeraPublic

   Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.

   Python 72 9

4. ParCIS/Ok-TopkParCIS/Ok-TopkPublic

   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 27 10

5. ParCIS/MagicubeParCIS/MagicubePublic

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

   C++ 92 16

6. ParCIS/FlashSparseParCIS/FlashSparsePublic

   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 39 7