XAMT matches functionally equivalent APIs across five deep learning frameworks and uses variance-guided differential testing to detect 17 bugs, 12 confirmed, that intra-framework tests miss.
History-guided configuration diversification for compiler test-program generation
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XAMT: Cross-Framework API Matching for Testing Deep Learning Libraries
XAMT matches functionally equivalent APIs across five deep learning frameworks and uses variance-guided differential testing to detect 17 bugs, 12 confirmed, that intra-framework tests miss.