TiGrIS, a tiling compiler that fits ML models onto embedded devices
Details
- External ID
- 47945067
- Source
- HN
- Company
- —
- Product
- TiGrIS, a tiling compiler that fits ML models onto embedded devices
- Website domain
- github.com
- Launched
- April 29, 2026
- Cohort
- —
- Upvotes
- 20
- Upvotes percentile
- 0.7506426735218509
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- gpu compute and acceleration tools
- Vertical
- Manufacturing
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- ml model compiler for embedded devices
- Manually corrected
- False
Could you build this?
No Building a tiling compiler to schedule and optimize ML tensor operations for memory-constrained embedded hardware requires deep research-level knowledge of compiler design and hardware architectures.
What it would actually take: The compiler would typically be written in C++ or Rust, likely leveraging MLIR/LLVM infrastructure, polyhedral loop analysis, and micro-architecture performance modeling. The hardest part is formulating and solving NP-hard loop tiling, memory footprint optimization, and scratchpad allocation constraints under extreme hardware limits. This requires PhD-level expertise in compiler construction, domain-specific hardware accelerators, and high-performance numerical kernels.
Discussion
No comments on this launch.
Competitors
Other products that read as similar to this one — 1637 launches clear the similarity bar, closest 8 shown.
Attention rank: #411 of 1638 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 182 days after the earliest competitor.
- Yashiki · hn · 2026-01-19 · 23 upvotes · similarity 0.61
- aro · github · 2026-09-22 · 12 upvotes · similarity 0.59
- splash · github · 2026-09-18 · 610 upvotes · similarity 0.59
- Dinky · github · 2026-09-26 · 24 upvotes · similarity 0.58
- Phobos · hn · 2026-07-07 · 11 upvotes · similarity 0.57
- laya-apple · github · 2026-09-22 · 12 upvotes · similarity 0.55
- TIRx-harness · github · 2026-09-29 · 69 upvotes · similarity 0.55
- Iron · hn · 2026-05-27 · 8 upvotes · similarity 0.54
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.