Gradient Parade

Comparison of morphology features 10 epochs after the beginning of the training/eval process. From left to right and top to bottom:... more

by Javier Ideami

Title

Gradient Parade

Artist

Javier Ideami

Medium

Digital Art - Digital

Description

Comparison of morphology features 10 epochs after the beginning of the training/eval process. From left to right and top to bottom:

a) no bn, bs=16, train epoch 10, 79.8% acc
b) no bn, bs=16, eval epoch 10, 68.5% acc
c) bn, bs=16, train epoch 10, 79.6% acc
d) bn, bs=16, eval epoch 10, 75% acc
e) bn, bs=2, train epoch 10, 53.6% acc
f) no bn, bs=16 drop 0.07, train epoch 10, 51.5% acc
g) bn, bs=16 drop 0.07, train epoch 10, 59.6% acc
h) bn, bs=128, train epoch 10, 82.3% acc
i) bn, bs=128, eval epoch 10, 70% acc
j) bn, bs=2, eval epoch 10, 59.5% acc

This piece has been created through a multi day process composed of different stages that begin with the training of deep learning neural networks and proceeds through a number of phases until arriving to the final artwork.

Created by Javier Ideami.
For more about the Loss Landscape project visit https://losslandscape.com

Uploaded

November 5th, 2019