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Keras: Getting Started with AI
03.12.2024
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, MaxPooling 2D : model.add(layers.BatchNormalization()) model.add(layers.MaxPooling2D(pool_size=(2,2))) A max pooling layer has a pool size, 2x2 in this case, that is used to scan the entire input image (left
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Getting started with AI
26.01.2025
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Lead Image © Lightwise, 123RF.com
version isn't even 3.x. I haven't tested the code with Keras 3.x yet, so your mileage may vary if you go that route. CIFAR-10 The model and dataset I use is CIFAR-10 [6]. It is a very common dataset
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The practical benefits of network namespaces
15.08.2016
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Lead Image © Morganimation, fotolia.com
ns2 ip addr add 1.1.1.2/10 dev veth2 18 $ ip netns exec ns1 ip link set veth1 up 19 $ ip netns exec ns2 ip link set veth2 up 20 21 $ ip netns exec ns1 ping -c2 1.1.1.2 22 PING 1.1.1.2 (1.1.1.2) 56
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Extending OpenNebula with hooks
09.01.2013
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Lead Image © Greg Epperson, Photocase.com
" = "" ] 17 then 18 echo "$0 error: ID missing." >&2 19 fi 20 21 id=$1 22 shift 23 24 echo "$id $(date +%s) $mode" >> $ACCOUNTING The VM_HOOK construct can appear more than once in the configuration
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Exploring OpenShift – Red Hat's next-generation PaaS tool
10.04.2015
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(C) Markus Feilner, CC-BY-SA 4.0
Tomcat 7 (JBoss EWS 2.0) web 21 jboss-vertx-2.1 (!) Vert.x 2.1 web 22 jboss-wildfly-8 (!) WildFly Application Server 8.2.0.Final web 23 diy-0
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A Hands-on Look at Kubernetes with OpenAI
09.10.2017
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Lead Image © Luxuz, photocase.com
Timestamp: 2017-06-07T08:15:30Z labels: openai.org/location: azure-us-east-v2 name: 10.126.22.9 spec: externalID: 10.126.22.9 providerID: azure:////62823750-1942-A94F-822E-E6BF3C9EDCC4 status
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A watchdog for every modern *ix server
25.09.2023
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Photo by Sudhith Xavier on Unsplash
forwarding the 20 # user locale env variables or we get warnings such as: 21 # bash: warning: setlocale: LC_ALL: cannot change locale 22 RUN sed -i -e 's/^AcceptEnv LANG LC_\*$/#AcceptEnv LANG LC_*/' /etc
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When I/O Workloads Don’t Perform
12.05.2021
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  30.85  72.31   13.16   20.40   0.26    70.44    83.89   1.97   3.52 nvme0n1         58.80   12.22  17720.47     48.71   230.91     0.01  79.70   0.08    0.42    0.03   0
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VTP for VLAN management
04.10.2018
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Lead Image © bluedarkat, 123RF.com
for the configuration commands), VLAN20 needs to be created on SW1 and SW2 for red hosts to communicate, whereas VLAN 30 must be on SW2 and SW3 for the blue hosts to communicate. If you want the green hosts
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Bare metal deployment with OpenStack
02.08.2021
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Photo by Anatolii Nesterov on Unsplash
-{{ openstack_release }} cirros_deploy_image_upstream_url: https://share/ironic-ubuntu-osism-20.04.qcow2 dhcp_pool_start: 192.168.21.200 dhcp_pool_end: 192.168.21.250 dnsmasq_router: 192.168.21.254 domain: osism

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