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Ruby is far behind than other languages such as Python in scientific computing. One reason is because there is no fast numerical library in Ruby. I have made a high speed numerical library for Ruby using CUDA named "Cumo". In this talk, I describe: * Overview of Scientific Computing in Ruby * Basic knowledge of GPU programming * Cumo inside, such as * Writing fast CUDA kernel * Implementing GPU memory pool * JIT compiling user-defined kernel * Performance comparison with Numo in an emerging DNN framework written in Ruby, red-chainer RubyKaigi 2018 https://rubykaigi.org/2018/presentations/sonots
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