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authorericmarin <maarin.eric@gmail.com>2026-06-23 15:26:01 +0200
committerericmarin <maarin.eric@gmail.com>2026-06-26 16:47:32 +0200
commita8bb7736e2e86963bd5761cc05079447abeeaba6 (patch)
tree0071214f224846057380838e3d609790785ea930 /chapters/core/implementation/04-python-module.tex
parent11f14a4763533dbc24b0e98d115071036025d4f6 (diff)
downloadvein-a8bb7736e2e86963bd5761cc05079447abeeaba6.tar.gz
vein-a8bb7736e2e86963bd5761cc05079447abeeaba6.zip
using official template + fixing language errorsthesis
Diffstat (limited to 'chapters/core/implementation/04-python-module.tex')
-rw-r--r--chapters/core/implementation/04-python-module.tex6
1 files changed, 3 insertions, 3 deletions
diff --git a/chapters/core/implementation/04-python-module.tex b/chapters/core/implementation/04-python-module.tex
index 6023c2e..ab817c4 100644
--- a/chapters/core/implementation/04-python-module.tex
+++ b/chapters/core/implementation/04-python-module.tex
@@ -15,14 +15,14 @@ The methods offered by \texttt{vein.Solver} are:
\end{itemize}
The framework uses a \textit{lazy evaluation} strategy: when loading a neural network, it is placed
-into a pending queue and it is reduced to normal form only after the \texttt{check} method is
+into a pending queue, and it is reduced to normal form only after the \texttt{check} method is
called.
The specification follows the SMT-LIB\footnote{\href{https://smt-lib.org}{\textbf{SMT-LIB Website}}}
format. It should contain the input and output symbolic variables declarations, optional range
-constraints on the input variables and the properties to be verified. For Multi-Network (relational)
+constraints on the input variables, and the properties to be verified. For Multi-Network (relational)
verification, the system ensures that multiple networks share the same input symbolic variables.
-This approach allows Z3 to compare their outputs directly given the same inputs.
+This approach allows Z3 to compare the outputs directly, given the same inputs.
The execution pipeline is implemented within the \texttt{check} method:
\begin{itemize}