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Comparing Level3 output #3

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michaelbornholdt opened this issue Jun 30, 2021 · 1 comment
Open

Comparing Level3 output #3

michaelbornholdt opened this issue Jun 30, 2021 · 1 comment

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@michaelbornholdt
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In this report, I want to compare the level3 data of CP, Efficientnet and ResNet with each other.

The aggregation of both pretrained nets is done upstream while the aggregation for the level3 CP data can be found in https://github.com/broadinstitute/neural-profiling/blob/main/baseline/01_data/level3.ipynb

This notebook: https://github.com/broadinstitute/neural-profiling/blob/main/baseline/02_analysis/level3_data_insights.ipynb
Then gives insights through PCA plots of the level3 data.

Finally,
all three versions are compared in this notebook:
https://github.com/broadinstitute/neural-profiling/blob/main/pre-trained/ResNet50v2/post_processing/Compare_eff_res_cp.ipynb

@michaelbornholdt
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@MattiasSehlstedt

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