Martijho-PathNet-search-plots
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| [[File:Training_accuracy.png|300px|thumb|upright|alt=Training accuracy|Average training accuracy for each of the five search algorithms during the search for each task. The dotted line is the validation accuracy reached after the search was completed.]] | | [[File:Training_accuracy.png|300px|thumb|upright|alt=Training accuracy|Average training accuracy for each of the five search algorithms during the search for each task. The dotted line is the validation accuracy reached after the search was completed.]] | ||
| - | | [[File:Training_value.png|thumb|300px|upright|alt=Training value|Number of training iterations in total for all modules in the PathNet plotted against the cumulative validation accuracy reached for all tasks.]] | + | | [[File:Training_value.png|thumb|300px|upright|alt=Training value|Number of training iterations in total for all modules in the PathNet plotted against the cumulative validation accuracy reached for all tasks. The size of the circle corresponds to the amount of modules used.]] |
| [[File:Used_training_ration.png|thumb|300px|upright|alt=Used Training ratio|FILLER]] | | [[File:Used_training_ration.png|thumb|300px|upright|alt=Used Training ratio|FILLER]] | ||
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Revision as of 17:44, 27 February 2018
Contents |
Population Diversity
Population diversity is calculated by the home-made metric of average distance to centroid genotype within each generation, which yields the same results as a pairwise Hamming distance
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Path size
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Capacity and Reuse
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Training
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