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==Running the application==
In order to have reproducible and reliable results, some measures were taken:
* All the files required to run the test—the executable, the image files, etc.—are stored on a tmpfs RAM disk in order to make file system/storage medium overhead neglectable.
Before illustrating the results of the inference by running the two C++ applications, it is useful to show some information about the DPU. This can be done by using the '''dexplorerDExplorer''' status tool, which provides the DNNDK version and the DPUrunning mode configuration: ===DExplorer===
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Channel Augmentation : Enabled
Average Pool : Enabled
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Furthermore, it is possible to dump some information encapsulated inside the DPU ELF file, such as the DPU Kernel name and general info and the DPU architecture info which are useful for analysis and debugging purposes. This can be done by using the '''ddumpDDump'''tool as illustrated as follows:
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6) green_apple : 3.44132e-14
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6) green_apple : 3.44132e-14
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[[File:Xilinx DSight.png|thumb|center|1000px|DESCRIPTION]]
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image name : red_apple_1.jpg
tot correct : 1
tot wrong : 0
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