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Learning phase · Changes

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ear-5.1 authored Nov 11, 2024 by Oriol Vidal Teruel's avatar Oriol Vidal Teruel
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Learning-phase.md
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# Learning phase
This is a necessary phase prior to the normal EAR utilization and is a kind of hardware characterization of the nodes. During the phase a matrix of coefficients are calculated and stored. These coefficients will be used to predict the energy consumption and performance of each application. This is a necessary phase prior to the normal EAR utilization and is a kind of hardware characterization of the nodes. During the phase a matrix of coefficients are calculated and stored. These coefficients will be used to predict the energy consumption and performance of each application.
Please, visit the learning phase [wiki page](https://gitlab.bsc.es/ear_team/ear_learning/-/wikis/home) to read the manual and the [repository](https://gitlab.bsc.es/ear_team/ear_learning) to get the scripts and the kernels. Please, visit the learning phase [wiki page](https://gitlab.bsc.es/ear_team/ear_learning/-/wikis/home) to read the manual and the [repository](https://gitlab.bsc.es/ear_team/ear_learning) to get the scripts and the kernels.
## Tools # Tools
The following table lists tools provided with EAR package to work with coefficients computed during the learning phase. The following table lists tools provided with EAR package to work with coefficients computed during the learning phase.
...@@ -17,7 +15,7 @@ The following table lists tools provided with EAR package to work with coefficie ...@@ -17,7 +15,7 @@ The following table lists tools provided with EAR package to work with coefficie
> Use the argument `--help` to expand the application information and list the admitted flags. > Use the argument `--help` to expand the application information and list the admitted flags.
### Examples ## Examples
Compute the coefficients for the node `node1001` in which the minimum frequency set during the learning phase was 1900000 KHz Compute the coefficients for the node `node1001` in which the minimum frequency set during the learning phase was 1900000 KHz
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