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Herbie: Automatically Improving Floating Point Accuracy Herbie: Automatically Improving Floating Point Accuracy
Herbie detects inaccurate expressions and finds more accurate replacements. The red expression is inaccurate when x > 1; Herbie's replacement, in blue, is accurate for all x. Herbie improving accuracy on the “Hamming” benchmark suite. Longer arrows are better. Each arrow starts at the accuracy of...
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