blogs.md

Compute

• Roofline
• TPU
• systomlic matmul
• Mat Mul Cache
• CPU mat mul
• Parallelsim in Transformers Effcient Pytorch Author

CPU Perf

• Andi kleen perf
• Automatic Program Tuning
• Cache Friendly Binary Search
• MatMul
• https://webdocs.cs.ualberta.ca/~amaral/AlbertaWorkloadsForSPECCPU2017/report
• Perfect Shuffle Exh https://nondot.org/sabre/2012-04-02-CGOKeynote.pdf
• https://tavianator.com/2025/shlx.html ADL SHLX throughput drop
• https://eli.thegreenplace.net/2013/12/03/intel-i7-loop-performance-anomaly/

Compiler Optimizations

-1. Control flow meld 0. [LLVM Related Content]https://www.npopov.com/

1. Tail call optiomization for X86 Asm
2. LLVM Opt report blog

X86 Articles

0. Context switch in Linux
1. https://www.intel.com/content/www/us/en/developer/articles/guide/deep-learning-with-avx512-and-dl-boost.html
2. https://colfaxresearch.com/skl-avx512/
3. https://www.intel.com/content/www/us/en/content-details/669773/intel-avx-512-fp16-instruction-set-for-intel-xeon-processor-based-products-technology-guide.html
4. https://github.com/mikeroyal/AMX-Guide
5. INTEL ASSMEBLY https://github.com/lhmouse/mcfgthread/wiki/Intel-syntax
6. LLVM DIS https://maskray.me/blog/2024-12-22-simplifying-disassembly-with-llvm-tools
7. LTO Basic https://johnnysswlab.com/link-time-optimizations-new-way-to-do-compiler-optimizations/
8. https://pdfs.semanticscholar.org/b959/1f0c691c4bba6f9c89ed1b13441ca0bc6321.pdf Explicit Parallization on Multicore | OpenMP

TOOL

1. Mem latency check
2. SDE Pinpoint
3. DFG-IR

REG Alloc topics

1. Register Pressure https://dl.acm.org/doi/fullHtml/10.1145/3505558

Debug

1. https://badumbatish.github.io/posts/hitchhiker_guide_to_llvm_debugging

CE OPTS + CP

1. USACO

Open source Contribution

• https://insights.linuxfoundation.org/leaderboards
• https://ossinsight.io/

Deep learning

• https://udlbook.github.io/udlbook/ deep resource with notebooks,tricks