Performance Tuning

Know what you are testing - Hardware
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Did the PCIe bus get negotiated correctly?
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Use lspci
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Did the interrupts come up as expected
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MSI-X can make a big difference
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On some cards its not on by default
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Several vendors have information on changing the default PCI-E
settings via setpci
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Read the Release Notes / README !