Day | Summary |
---|---|
Day1 | 1d_addition.ipynb : Simple 1D vector addition kernel; breaking down the triton syntaxes and understanding it. Benchmarking against pure torch using the in-built tools |
Day2 | matrix_add.ipynb : Kernel to add two 2d matrices; learn how to write 2d grids, offsets. Benchmarking against pure torch using triton.testing.Benchmark |
Day3 | matrix_multi.ipynb : Kernel to do matrix multiplication and benchmark again pure torch.matmul |
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Learning triton and GPU acceleration from scratch
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