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Hyperreal Specifications for Continuous Sparse Data Computations

Talkat Sparse 2025 · on Monday, 2025-06-16
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A new relational separation logic called LGTM∞ specifies array-encoded geometric data as code (getter procedures) and generalises hypersafety to real-indexed hypersafety for continuous integrals, letting proofs relate uncountably many implementations to mathematical functions. The implementation embeds into lin improver and verifies kernels like CSR×dense (reported as 36 lines of proof) and bilinear interpolation; average proof-cut ratio is 2.55 and the approach yields up to a 10x reduction versus unary proofs. Continuous extensions handle integrals over real indices.

AI-written summary · about

  1. 0:00Hyperreal specifications intro
  2. 1:47Introducing LGTM framework
  3. 3:13Memory layout predicates
  4. 5:42Formats as code in proofs
  5. 7:31Hyper-safety in LGTM
  6. 10:01Simplifying triples with symbolic exec
  7. 12:50Extending to continuous data
  8. 14:13Evaluation and proof size
  9. 15:38Summary
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