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Pure Forward-Only Autograd-Free PINN architecture. 0ns zero-copy hardware memory interlock with 1-cycle FMA algebraic weight self-alignment and asynchronous fault-tolerant routing.
0 starsPython
Forward-Only, Autograd-Free PINN with 0ns Zero-Copy Memory Interlock
by PJHkorea·Jul 18, 2026·1 point·1 comment
AI Analysis
○Pass
Buzzword salad README with zero stars, no code, and impossible performance claims.
Weaknesses
- •README is pure manifesto with no actual implementation, benchmarks, or diagrams.
- •Claims like '0ns zero-copy' and '1-cycle FMA' violate basic hardware physics.
Category
Target Audience
ML researchers, CUDA kernel developers
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