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Alive2: bounded translation validation for LLVM
We designed, implemented, and deployed Alive2: a bounded translation validation tool for
the LLVM compiler's intermediate representation (IR). It limits resource consumption by, for …
the LLVM compiler's intermediate representation (IR). It limits resource consumption by, for …
Satisfiability modulo custom theories in Z3
We introduce user-propagators as a new feature of the Z3 SMT solver. User-propagation
allows users to write custom theory extensions for Z3, by implementing callbacks via the Z3 …
allows users to write custom theory extensions for Z3, by implementing callbacks via the Z3 …
Smt-based translation validation for machine learning compiler
Abstract Machine learning compilers are large software containing complex transformations
for deep learning models, and any buggy transformation may cause a crash or silently bring …
for deep learning models, and any buggy transformation may cause a crash or silently bring …
Speeding up SMT solving via compiler optimization
SMT solvers are fundamental tools for reasoning about constraints in practical problems like
symbolic execution and program synthesis. Faster SMT solving can improve the …
symbolic execution and program synthesis. Faster SMT solving can improve the …
SMT Theory Arbitrage: Approximating Unbounded Constraints using Bounded Theories
B Mikek, Q Zhang - Proceedings of the ACM on Programming …, 2024 - dl.acm.org
SMT solvers are foundational tools for reasoning about constraints in practical problems
both within and outside program analysis. Faster SMT solving improves the performance of …
both within and outside program analysis. Faster SMT solving improves the performance of …
Modeling Dynamic (De) Allocations of Local Memory for Translation Validation
A Rose, S Bansal - Proceedings of the ACM on Programming …, 2024 - dl.acm.org
End-to-End Translation Validation is the problem of verifying the executable code generated
by a compiler against the corresponding input source code for a single compilation. This …
by a compiler against the corresponding input source code for a single compilation. This …
A Points-to-sensitive model checker for C programs in IoT firmware
The Internet of Things (IoT) provides convenience for our daily lives via a huge number of
devices. However, due to low-resource and poor computing capability, these devices have a …
devices. However, due to low-resource and poor computing capability, these devices have a …
Translation validation for JIT compiler in the V8 JavaScript engine
We present TurboTV, a translation validator for the JavaScript (JS) just-in-time (JIT) compiler
of V8. While JS engines have become a crucial part of various software systems, their …
of V8. While JS engines have become a crucial part of various software systems, their …
Smt. ml: A Multi-Backend Frontend for SMT Solvers in OCaml
SMT solvers are essential for applications in artificial intelligence, software verification, and
optimisation. However, no single solver excels across all formula types, different …
optimisation. However, no single solver excels across all formula types, different …
[PDF][PDF] Faster SMT Solving via Constraint Transformation
B Mikek, Q Zhang - 2023 - mikekben.github.io
Faster SMT Solving via Constraint Transformation Page 1 Faster SMT Solving via Constraint
Transformation Benjamin Mikek, Qirun Zhang Georgia Institute of Technology 14 October 2023 Page …
Transformation Benjamin Mikek, Qirun Zhang Georgia Institute of Technology 14 October 2023 Page …