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Coverage test support device and coverage test support method

机译:覆盖测试支持设备和覆盖测试支持方法

摘要

To provide a technique which can effectively detect a bug of an optional program created by machine learning.SOLUTION: A coverage test support apparatus 100 has an external storage apparatus 101, a memory 103, a CPU 104, an input apparatus 105, an output apparatus 106, and an external medium input/output apparatus 107. The storage apparatus stores a test case 1111 and a regulation contents 1171 of a plurality of coverage indexes, and so on. The CPU executes a predetermined number of tests on a program 1101 originating from a neural network by successively giving a test input value of each pair in a test case, obtains test results and neuron information at the time of test execution, applies the neuron information to the regulation contents of each of multiple coverage indicators, calculates values of each coverage indexes, and specifies, if either of the number of executed tests or the number of bags in test results exceeds a predetermined reference, as a priority coverage index, one of values of coverage indexes having a vale of a growth rate indicating a predetermined tendency.SELECTED DRAWING: Figure 2
机译:为了提供一种能够有效地检测机器学习创建的可选程序的错误的技术。覆盖测试支持设备100具有外部存储装置101,存储器103,CPU 104,输入装置105,输出装置106和外部介质输入/输出设备107.存储装置存储测试壳体1111和多个覆盖索引的调节内容1171,等等。 CPU通过连续地在测试用例中连续地提供来自神经网络的程序1101上的程序1101上的预定数量的测试,在测试执行情况下获得测试结果和神经元信息,将神经元信息应用于每个多个覆盖指示符的调节内容,计算每个覆盖索引的值,并指定执行的测试数量中的任一次数或测试结果中的袋子的数量超过预定参考,作为优先级覆盖索引,其中一个值具有增长速率的Vale的覆盖率指标,其指示预定的趋势。选择图:图2

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