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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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The practical benefits of network namespaces
15.08.2016
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Lead Image © Morganimation, fotolia.com
via 192.168.1.1 dev eth1 13 $ ip netns exec ns1 ping -c2 8.8.8.8 14 PING 8.8.8.8 (8.8.8.8) 56(84) bytes of data. 15 64 bytes from 8.8.8.8: icmp_seq=1 ttl=51 time=22.1 ms 16 64 bytes from 8.8.8.8: icmp
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S3QL filesystem for cloud backups
09.01.2013
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Lead Image © stylephotographs, 123RF.com
-r--r-- 1 root root 603068 Nov 10 15:10 s3ql_metadata 13 4 -rw-r--r-- 1 root root 602 Nov 10 15:10 s3ql_metadata_bak_0 14 4 drwxr-xr-x 4 root root 4096 Nov 10 15:10 . 15 [root@home4 Documents
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Distributed storage with Sheepdog
07.10.2014
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Lead Image © kateleigh, 123RF.com
Sheepdog Server in Action # ps -ef|egrep '([c]orosyn|[s]heep)' root 491 1 0 13:04 ? 00:00:30 corosync root 581 1 0 1:13 PM ? 00:00:03 sheep -p 7000 /var
14%
Secure remote access and web applications with two-factor authentication
16.05.2013
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© maigi, 123rf.com
, one-time passwords, or both. Certificate-based two-factor authentication typically uses digital PKI certificates based on the X.509 standard. These are typically stored on a hardware certificate storage
14%
Let the Editor Wars Begin!
25.08.2016
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the same version on CentOS 6.x. Figure 8: Gedit 2.30 on Windows 10. The current version 3.20 (Figure 9) of gedit has a new, cleaner interface that works
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Managing FOSS applications on AIX
27.05.2025
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Lead Image © Nataliia Natykach, 123RF.com
the minimum requirements. DNF operates on AIX 7.1 TL5 and later versions. The openssl fileset, version 1.1.X.X (or higher), must be installed. Ideally you'll have the latest version on your system. You must
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Expand your sphere with a piece of Google
30.11.2025
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© artida, 123RF.com
="**/*.jar" /> 20 21 22 23 24 25
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Creating SmartOS zones using UCARP
05.12.2014
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Lead Image © Le Moal Olivier, 123RF.com
_mac_spoofing": true 20 } 21 ] 22 } Listing 2 ucarptest2.json 01 { 02 ... 03 "alias": "zoneB", 04 "hostname": "zoneB", 05 ... 06 "nics": [ 07 { 08 ... 09 "ip": "10
14%
High availability clustering on a budget with KVM
30.11.2025
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Yulia Saponova, 123RF.com
/sda 20 Account information: 21 ACL information: 22 ALL Network Bonding To prevent the network cards and thus the connection to the cluster and storage network from becoming a single

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