Martijho-PathNet-search-plots
From Robin
(Difference between revisions)
(→Training) |
(→Training) |
||
Line 30: | Line 30: | ||
{|style="margin: 0 auto;" | {|style="margin: 0 auto;" | ||
| [[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| | + | | [[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: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]] | ||
|} | |} |
Revision as of 17:41, 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
Path size
Capacity and Reuse