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GPUs go brrr with Mojo: Algorithms

shubhamg.in · published 20 July 2025

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Modular
Modular: Modverse #50: Modular Platform 25.5, Community Meetups, and Mojo's Debut in the Stack Overflow Developer Survey Read at the source ↗
21 Aug 2025

Links from this post

Link
Host
https://builds.modular.com/puzzles/puzzle_09/puzzle_09.html
builds.modular.com
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builds.modular.com
https://builds.modular.com/puzzles/puzzle_11/puzzle_11.html
builds.modular.com
https://docs.modular.com/mojo/manual/decorators/parameter/
docs.modular.com
https://toast-lab.sist.shanghaitech.edu.cn/courses/CS110@ShanghaiTech/Spring-2024/project/p1.2-web/Project%201.2%20-%20Computer%20Architecture%20I%20-%20ShanghaiTech%20University.html
toast-lab.sist.shanghaitech.edu.cn
https://puzzles.modular.com/puzzle_13/puzzle_13.html
puzzles.modular.com
https://puzzles.modular.com/puzzle_14/puzzle_14.html
puzzles.modular.com
https://builds.modular.com/puzzles/puzzle_14/roofline.html
builds.modular.com
https://shubhamg.in/posts/mojo_gpu_puzzles/p14_hardware.png
shubhamg.in
https://shubhamg.in/posts/mojo_gpu_puzzles/p14_software.png
shubhamg.in
https://developer.nvidia.com/nvidia-development-tools-solutions-err_nvgpuctrperm-permission-issue-ters
developer.nvidia.com
https://www.youtube.com/watch?v=ccHyFnEZt7M&ab_channel=SimonOz
youtube.com
https://cuda-programming.blogspot.com/2013/02/bank-conflicts-in-shared-memory-in-cuda.html
cuda-programming.blogspot.com
https://x.com/shubhamg2208
x.com
https://en.wikipedia.org/wiki/Dot_product
en.wikipedia.org
https://en.wikipedia.org/wiki/Zeno%27s_paradoxes
en.wikipedia.org
https://www.cse.iitd.ac.in/~rijurekha/col730_2022/parallelconvolution_aug29.pdf
cse.iitd.ac.in
https://www.olcf.ornl.gov/wp-content/uploads/2019/10/ORNL_Application_Readiness_Workshop-AMD_GPU_Basics.pdf
olcf.ornl.gov
https://docs.modular.com/mojo/kernels/layout/layout_tensor/LayoutTensor/
docs.modular.com
https://docs.modular.com/mojo/kernels/layout/layout_tensor/copy_dram_to_sram_async/
docs.modular.com
https://docs.modular.com/mojo/stdlib/gpu/memory/async_copy_wait_all
docs.modular.com
https://wandb.ai/ayush-thakur/dl-question-bank/reports/Intuitive-understanding-of-1D-2D-and-3D-convolutions-in-convolutional-neural-networks---VmlldzoxOTk2MDA
wandb.ai
https://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html?highlight=unroll
docs.nvidia.com
https://docs.modular.com/mojo/manual/values/lifetimes/
docs.modular.com
Zero Cost Abstractions Read at the source ↗
without.boats
https://www.cs.cmu.edu/~guyb/papers/Ble93.pdf
cs.cmu.edu
How to Optimize a CUDA Matmul Kernel for cuBLAS-like Performance: a Worklog Read at the source ↗
siboehm.com
https://www.youtube.com/watch?v=IrkNZG8MJ64
youtube.com
https://resources.nvidia.com/en-us-briefcase-for-datasheets/rtx-4000-ada-datashe-1?ncid=no-ncid
resources.nvidia.com
https://docs.nvidia.com/gameworks/content/developertools/desktop/analysis/report/cudaexperiments/kernellevel/memorystatisticsshared.htm
docs.nvidia.com
https://leimao.github.io/blog/CUDA-Shared-Memory-Bank/
leimao.github.io
https://docs.nvidia.com/cuda/ampere-tuning-guide/index.html
docs.nvidia.com
https://docs.nvidia.com/cuda/blackwell-tuning-guide/index.html
docs.nvidia.com