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How many number filters for macro child to reproduce the results in the paper #93

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nott0 opened this issue Mar 14, 2019 · 1 comment

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@nott0
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nott0 commented Mar 14, 2019

You mention that the architecture in the paper has 12 layers with 2 fixed pooling layer (_factorized_reduction as written in the code), but didn't mention about how many out_filters is used to produce the result.

Indeed, macro_final.sh does give the result at around 96%, but it has 24 layers and 96 out_filters. How many out_filters for 12 layers child to reproduce the results in the paper?

@prabhant
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I had the same question, as the macro_search.sh produces only 12 layers of architecture and macro_final has a 24layer architecture.
But if you notice the parameters in scripts then you'd notice that in macro_search.sh they have only specified the --child_num_layers=12 and in macro_final its 24 same with the number of output filters so i assumed that there might be some inconsistency in the hyperparameters given in the script.

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