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Ch14_Final.py Output doesn't match up #7

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mikeconroy opened this issue Mar 31, 2021 · 0 comments
Open

Ch14_Final.py Output doesn't match up #7

mikeconroy opened this issue Mar 31, 2021 · 0 comments

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@mikeconroy
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The output in the NNFS book for Chapter 14 and commented at the end of the Ch14_Final.py file is as follows:

epoch: 10000, acc: 0.947, loss: 0.217 (data_loss: 0.157, reg_loss: 0.060), lr: 0.019900507413187767
validation, acc: 0.830, loss: 0.435

When I run this file on my machine the output of some values are slightly different:

epoch: 10000, acc: 0.947, loss: 0.217 (data_loss: 0.160, reg_loss: 0.057), lr: 0.019900507413187767
validation, acc: 0.837, loss: 0.509

I am running this in a Docker container with a requirements.txt file ensuring the versions align with those documented in the book:
Python 3.7.5
NumPy 1.15.0
Matplotlib 3.1.1

Is the output documented correctly?

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