100 DAYS OF GPU Course preview

MODULE 01 / Days 1-10

First kernels

All lessons
  1. 1
    Your first CUDA kernel (and why it prints nothing)Why does my CUDA hello world print nothing?
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  2. 2
    How a GPU differs from a CPUHow is a GPU different from a CPU?
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  3. 3
    How to set up CUDA (Linux, Windows, WSL2, Colab, Kaggle)How do I install CUDA and check that it actually works?
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  4. 4
    CUDA grid, block and thread indexing explainedHow do blockIdx, blockDim and threadIdx map a thread to an array element?
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  5. 5
    CUDA vector addition, end to end with error checkingHow do I write a CUDA vector addition, and why does mine run without reporting an error?
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  6. 6
    How to check for errors in CUDAHow do I check for errors in CUDA, and why is the error reported at the wrong line?
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  7. 7
    Two-dimensional grids and image kernelsHow do I launch a 2D grid in CUDA, and does x map to the row or the column?
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  8. 8
    Bounds checks and CUDA grid-stride loopsHow do I write a CUDA kernel that is correct for any N?
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  9. 9
    Why your GPU code looks slower than your CPUWhy is my CUDA code slower than my CPU?
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  10. 10
    How to choose threads per block and blocks per gridHow do I choose the number of threads per block and blocks per grid for a CUDA kernel?
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