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QNNVerifier: A Tool for Verifying Neural Networks using SMT-Based Model Checking
QNNVerifier is the first open-source tool for verifying implementations of neural networks that takes into account the finite word-length (i. e. quantization) of their operands.
Verifying Quantized Neural Networks using SMT-Based Model Checking
Furthermore, for small- to medium-sized ANN, our approach completes most of its verification runs in minutes.
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