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Phobos – A tiny scale-free kernel language with tile-DAG support

Phobos – A tiny scale-free kernel language with tile-DAG support

by joajoa·Jul 7, 2026·4 points·0 comments

AI Analysis

●●●BangerWizardryBig Brain

Hand-written kernel language hitting 76% of cuBLAS performance on a 2080 SUPER.

Strengths
  • Achieves 74% of theoretical GPU peak — meaningful performance for a solo research project
  • Tile-first language design maps naturally to distributed DAG compilation
  • 44-minute technical deep-dive with verifiable benchmarks and PTX output
Weaknesses
  • Single-machine validation only — no multi-node cluster benchmarks yet
  • Personal learning project, not production-ready for real workloads
Target Audience

GPU programmers, compiler engineers, ML infrastructure developers

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Triton · TVM · Halide

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