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I love writing fast CUDA kernels and tweaking cool DL papers that make GPUs go brrr...

this repo contains some of those kernels.

also i'm a glutton for gpus

v100s gpu-stack

my approach to learning is simple: it's top-down. i like tearing things apart, and building them back up from the ground.

here's the leaderboard i topped while optimizing a vector addition kernel in CUDA at: Tensara

vec_add_tensara_lb

worklog coming soon btw.


oh, and a blog (still a WIP) where i documented my journey writing my first ever benchmarked kernel:
mat-mul


matmul-blog-snap

more kernels and updates from my side soon! stay tuned :)

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Writing custom Linear Algebra and ML kernels in CUDA to outperform pytorch, cuBLAS, numpy

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