Flexible Performant GEMM Kernels on GPUs in Native Julia

General Matrix Multiplication or GEMM kernels take center place in high performance
computing and machine learning. Recent NVIDIA GPUs include GEMM accelerators, such as
NVIDIA’s Tensor Cores. In this paper we show how it is possible to program these
acce… Read more


Strings vs. Symbols in Julia’s DataFrames

In DataFrames.jl you can use both symbols and strings for column indexing. Which to choose is one of the topics that new users ask about most frequently. In this post I will explain why both options are supported and what is a difference between them. Not... (more…)

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