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mpctool: 数据采集前判断稳态条件苛刻,且不具备防抖能力
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#I8KREB
Bug
queyanwen
member
Opened this issue
2023-11-30 16:05
1) mpctool在采集训练数据前,会对风扇先进行调节,然后等待设备进行稳态。 当前稳态的判断是60s内的最大温度-最小温度小于0.2度,该判断过于苛刻,改成2度,并通过5窗口平均模糊处理,防止采集数据抖动。 2)整机能获取到CPU本身的功耗数据时,则在训练时直接使用获取的CPU功耗,而不是通过推测得到CPU功耗。
1) mpctool在采集训练数据前,会对风扇先进行调节,然后等待设备进行稳态。 当前稳态的判断是60s内的最大温度-最小温度小于0.2度,该判断过于苛刻,改成2度,并通过5窗口平均模糊处理,防止采集数据抖动。 2)整机能获取到CPU本身的功耗数据时,则在训练时直接使用获取的CPU功耗,而不是通过推测得到CPU功耗。
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