https://github.com/lukstafi/lukstafi.github.io
Lukstafi's developer blog
https://github.com/lukstafi/lukstafi.github.io
Last synced: 15 days ago
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Lukstafi's developer blog
- Host: GitHub
- URL: https://github.com/lukstafi/lukstafi.github.io
- Owner: lukstafi
- Created: 2023-10-18T11:06:21.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-03-31T19:35:55.000Z (26 days ago)
- Last Synced: 2025-03-31T20:33:48.433Z (26 days ago)
- Size: 27.2 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 1
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Metadata Files:
- Readme: README.md
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README
# lukstafi's blog
## Recent work
- 2025-03-31[Mind Maps March 2025](mind_maps/March_2025.pdf) -- CUTLASS, CuTe Layout Algebra deep dive, The Ultra-Scale Playbook sneak peek, picotron.
- 2025-03-01[Mind Maps February 2025](mind_maps/February_2025.pdf) -- simplifying OCANNL with gradient tensors, more in-depth MLIR, deep dive on polyhedral optimization for loop program transformations / polyhedral schedulers-compilers, Integer Set Library, machine learning loop optimizations in Tiramisu and Halide, matrix multiplication: on CPU / in CUDA / on AMD GPUs, the FineWeb dataset.
- 2025-02-01[Mind Maps January 2025](mind_maps/January_2025.pdf) -- Apple's MLX, maintaining habits, Andrej Karpathy's educational resources, llm.c (optimized no-framework GPT2), CUDA warp-level primitives and cooperative groups, cuDNN (optimized NNs library / framework), MPI (Message Passing Interface), NCCL (NVIDIA Collective Communications Library similar to MPI), Caten.
- 2024-12-28[Mind Maps December 2024](mind_maps/December_2024.pdf) -- Keras, JAX distributed, XLA.
- 2024-11-28[Mind Maps November 2024](mind_maps/November_2024.pdf) -- OCANNL memory management, OCANNL usability, low prec. numbers, pipeline and model parallelism, tinygrad (program search, shape tracker), JAX Pallas kernels, Triton.
- 2024-02-162025-02-25[Debugging and Profiling OCaml](notes/Debugging_OCaml.md) -- links and a couple tips.
- 2023-11-012024-01-03[Installing Linux distributions in WSL](notes/WSL_install_new_distro.md) with a note on installing FreeBSD
- 2023-11-022023-11-23[Lowest hanging fruit of TeXmacs greatness for VSCode](notes/VSCode_extension_WYSIWYG_KaTeX.md)