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How the predictor predicts latency #6

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GH-Jo opened this issue Nov 26, 2019 · 1 comment
Closed

How the predictor predicts latency #6

GH-Jo opened this issue Nov 26, 2019 · 1 comment

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@GH-Jo
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GH-Jo commented Nov 26, 2019

Hi,
I want to ask how the predictor will predict the latency of a DNN model.
By machine learning or some other method?
And how many and what kinds of factors do you think counts to predict latency now?

@hoseung2
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It is currently under development.

We may consider some hardware factors like cache size, a number of cores and model factors input size, operations.

It'll predict latency using the regression model, but we will also consider the direction to use DNN.

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