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14%
Getting started with AI
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © Lightwise, 123RF.com
with a 100 percent (1.0) probability in a specific class and a zero in all other classes. Neural networks generalize; they don't give you a 100 percent specific answer. However, if you look at all
13%
Keras: Getting Started with AI
03.12.2024
Home »  HPC  »  Articles  » 
.add(layers.BatchNormalization()) model.add(layers.Dropout(0.5)) Finally, the last layer is a dense layer where the output number of neurons is 10 , which matches the number of classes of images: model
13%
Tuning loops – from loop unrolling to Duff's device
28.07.2025
Home »  Archive  »  2025  »  Issue 88: 5 Net...  » 
for (i = 0; i < n; i++) { 05 for (k = 0; k < n; k++) { 06 float sum = 0.0f; 07 08 #pragma unroll (4) 09 10 for(j = 0; j < n; j++) 11 sum += src1
13%
Programming with Go
31.10.2025
Home »  Archive  »  2012  »  Issue 11: Cloud...  » 
© Dimitar Dimitrov, 123RF.com
, Russ Cox joined the Go project, and the work went forward a little faster. In November 2009, the team finally presented the first public release of the Go compiler. In March 2012, version 1.0
13%
Introducing the NoSQL MongoDB database
04.12.2024
Home »  Archive  »  2024  »  Issue 84: Non-R...  » 
Photo by Wesley Tingey on Unsplash
, 06 "mileage": 15000, 07 "features": ["Sunroof", "Leather seats"] 08 } 09 { 10 "type": "Motorcycle, 11 "brand: "Harley-Davidson, 12 "model": "Iron 883", 13 "year": 2019, 14 "engine
13%
Run rootless Podman containers as  systemd services
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Photo by Geeky Shots on Unsplash
=FreshRSS feed aggregator 03 04 [Container] 05 Image=docker.io/freshrss/freshrss:1.25.0 06 ContainerName=freshrss 07 HostName=freshrss 08 Volume=%h/containers/freshrss/data:/var/www/FreshRSS/data:Z 09 Volume=%h
13%
Web applications with Julia
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © sony sivanandan, 123RF.com
.1", PORT) do ws 08 for msg in ws 09 d = Meta.parse(JSON.parse(msg)["s"]) 10 @info d 11 @info typeof(d) 12 WebSockets.send(ws, """

You picked $d

13%
Linux small business servers compared
31.10.2025
Home »  Archive  »  2012  »  Issue 11: Cloud...  » 
© Umzugskartons, fotolia.
of Ubuntu 10.04 LTS, whereas v3.0 [5] makes the jump to Ubuntu 12.04 LTS. As an alternative, the beta version 2.3 is available for download. Building Under Ubuntu Targeted at small and medium
13%
Code IaC for provisioning of preconfigured virtual environments
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © vladnikon, 123RF.com
Name .. .. } 03 04 resource devcenterGallery 'Microsoft.DevCenter/devcenters/galleries@2024-02-01' = { 05 name: galleryName 06 parent: devcenter 07 ... 08 dependsOn: [ 09 readGalleryRole 10
13%
Moving HPC to the cloud
31.10.2025
Home »  Archive  »  2012  »  Issue 11: Cloud...  » 
© Zarko Cvijovic, 123RF.com
public cloud to another public cloud. In terms of cost, Univa costs are additive to the AWS instance charges and range from US$ 0.02 up to a max of US$ 0.08/core per hour. Remember that these costs

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