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This paper studies the test and evaluation methods for parallel application in high-performance computers. The parallel performance of specific application could be attributed to its multiple application parameters. The basic test methods are proposed for application evaluation. The test results are analyzed to achieve application performance further. Finally, performance results are analyzed through parameter evaluation in parallel application performance testing.