... | @@ -64,6 +64,28 @@ In the settings panel there is a list of all training **sessions** or loaded **l |
... | @@ -64,6 +64,28 @@ In the settings panel there is a list of all training **sessions** or loaded **l |
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The list of sessions and log files can be extended by starting a new session or opening an existing log file via the open button. Because the logs, phases and keys can be chosen separately the trainings can be easily compared and analysed.
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The list of sessions and log files can be extended by starting a new session or opening an existing log file via the open button. Because the logs, phases and keys can be chosen separately the trainings can be easily compared and analysed.
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For instance one can compare the loss rate and the learning rate of a training to observe how the learning rate influences the loss rate. This can help to optimize the choice of the learning rate parameters.
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For instance one can compare the loss rate and the learning rate of a training in order to observe how the learning rate influences the loss rate. This can help to optimize the choice of the learning rate parameters.
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Furthermore the user can choose how to plot the data (linear, logarithmic) and to plot it against the time or the number of iterations. Both options can be set in the settings panel. |
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Furthermore the user can choose how to plot the data (linear, logarithmic) and to plot it against the time or the number of iterations. Both options can be set in the settings panel.
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**CSV-export**
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It is possible to export the plotted data in the CSV-format. Only the selected data (which is actually plotted) will be written to a CSV-file. The file then contains one table for each session/log file and phase introduced by a comment for indetification. The exported file could look like this
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```
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# Barista CSV-Export (timestamp)
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# logName1 TRAIN
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Iterations; Time; logname1.train.key1; logname.train.key2; ...
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0; 0.0; ...
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# logName1 TEST
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Iterations; Time; logname1.test.key1; logname1.test.key2; ...
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0; 0.0; ...
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# logName2 TRAIN
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Iterations; Time; logname2.train.key1; logname2.train.key2; ...
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0; 0.0; ...
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...
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``` |