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Artificial Intelligence Coffee Mug featuring the digital art Gradient Theater by Javier Ideami

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Gradient Theater Coffee Mug

Javier Ideami

by Javier Ideami

$22.00

Size

Image Size

 
 

Background Color

 
R(142) G(80) B(178)

Product Details

Our ceramic coffee mugs are available in two sizes: 11 oz. and 15 oz. Each mug is dishwasher and microwave safe.

Design Details

Mode Connectivity. Optima of complex loss functions connected by simple curves over which training and test accuracy are nearly constant.... more

Dimensions

11 oz.

Ships Within

5 - 7 business days

Additional Products

Gradient Theater Digital Art by Javier Ideami

Digital Art

Gradient Theater Canvas Print

Canvas Print

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Framed Print

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Art Print

Gradient Theater Poster

Poster

Gradient Theater Metal Print

Metal Print

Gradient Theater Acrylic Print

Acrylic Print

Gradient Theater Wood Print

Wood Print

Gradient Theater Greeting Card

Greeting Card

Gradient Theater iPhone Case

iPhone Case

Gradient Theater Throw Pillow

Throw Pillow

Gradient Theater Duvet Cover

Duvet Cover

Gradient Theater Round Beach Towel

Round Beach Towel

Gradient Theater T-Shirt

Apparel

Gradient Theater Coffee Mug

Coffee Mug

Gradient Theater Tapestry

Tapestry

Coffee Mug Tags

coffee mugs artificial intelligence coffee mugs machine learning coffee mugs a.i coffee mugs visualization coffee mugs optimization coffee mugs neural network coffee mugs

Digital Art Tags

digital art artificial intelligence digital art machine learning digital art a.i digital art visualization digital art optimization digital art neural network digital art

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Artist's Description

Mode Connectivity. Optima of complex loss functions connected by simple curves over which training and test accuracy are nearly constant. Visualization data generated through a collaboration between Pavel Izmailov (@Pavel_Izmailov), Timur Garipov (@tim_garipov) and Javier Ideami (@ideami). Based on the NeurIPS 2018 paper by Timur Garipov, Pavel Izmailov, Dmitrii Podoprikhin, Dmitry Vetrov, Andrew Gordon Wilson: https://arxiv.org/abs/1802.10026 | Creative visualization and artwork produced by Javier Ideami.

The use of the imagenette dataset in combination with a resnet and a set of specific hyperparameters produces interesting irregular morphology during the training phase in the areas above the two minima.

Real data, resnet-20 no-skip, imagenette, sgd-mom, bs=128, wd=3e-4, mom=0.9, bn, train mod, 1 million pts, log scaled (orig loss nums)

This piece has been created through a multi day process composed of different stages that begin with the training of deep...

About Javier Ideami

Javier Ideami

Explorer of A.I, AR, advanced visualizations & others, multidisciplinary engineer & creative director. As a multidisciplinary creative director, engineer, artist and entrepreneur, Javier has travelled the world leading projects, exhibiting his work and giving talks, from Silicon Valley to the jungles of Bali, from Stanford University, through the United Nations FAO HQ and the financial center of London, to the International Cultural Diplomacy Conference in Berlin and many others. In his latest works, Javier Ideami produces A.I artworks through a complex process that can last many days. The process begins with training a neural network and capturing relevant data. This multidimensional data is then transformed into a 3D piece which is...

 

$22.00