As mentioned above, "The basic BP algorithm" preference "after the sample, so that the subsequent sample on the network more significant"
This article will record how to eliminate this effect
Used (x1,y1), (x2,y2),.... The total effect of (Xs,ys) is lost to the w^ (1), w^ (2),... w^ (L)
w^ (k) ij=∑ pw^ (k) IJ
Just replaced the original simple modifier weight matrix that part
The specific algorithm flow is as follows:
1 for k-1 to L do
1.1 Initialization of w^ (k)
2 initialization Precisi
synthesis
The Albu method is also integrated BCE and Diceloss
def dice_loss (Preds, Trues, Weight=none, is_average=true): num = preds.size (0) preds = Preds.view (num,-1) Tru ES = Trues.view (num,-1) If weight is not none:w = torch.autograd.Variable (weight). View (num,-1) pred s = preds * W trues = trues * W intersection = (Preds * trues). SUM (1) scores = 2. * (intersection + 1)/(Preds.sum (1) + trues.sum (1) + 1) If Is_average:score = Scores.sum ()/num Retu
RN Torch.clamp (score, 0., 1.
MSYQL group
[Email protected] local]# Cat/etc/group | grep MySQLMYSQL:X:1001:[Email protected] local]# CAT/ETC/PASSWD | grep MySQLMysql:x:1001:1001::/root/mysql:/bin/bash
These are the default conditions, such as none, to execute the Add command:
[[Email protected] ~] $groupadd MySQL[[email protected] ~]$ useradd-g MySQL MySQL
Or use the following method (I can't do that so I use the above)# useradd-r-s/sbin/nologin-g mysql mysql-d/usr/local
echo "$a > $b!"elif [[ $a -lt $b ]]; then echo "$a Output:10 Where test the command is used to determine whether a statement is true or false.2.9.2 for statement# for loopfor i in 1 2 3 4do echo "The value is $i"done# for loop of stringfor s in This is a stringdo echo "$s"doneOutput:The value is 1The value is 2The value is 3The value is 4Thisisastring2.9.3 while loop#while loopi=1while(( $iOutput:1234Press CTRL+D to exit!Who is the most beautiful girl?ypYes!
Net-tools, linuxnettools
I. Introduction
Net-tools contains the following programs, which constitute the basis of the Linux network.
Arp is used to operate on the high-speed cache of the core ARP (Address Resolution Protocol). It is usually used to add or delete an entry and dump the ARP high-speed cache. Dnsdomainname displays the system's DNS domain name. Domainname indicates the system's NIS/YP domain name. Hostname is used to set or display the
disable NFS protection.SendmailEmail sending proxy. If you use Webmail, Thunderbird, or Kmail to send and receive emails. Yes.SetroubleshootSELinux Troubleshooting. You can disable SELinux.SmartdSMART Disk Monitoring, fast boot self-check, open itSmoltUseless, close itSshdThe OpenSSH server can usually be shut down. This is the server end. Disabling does not affect ssh usage.SyslogSystem log. Open it.VncserverDesktop Users can shut downWinbindYou can turn it off without using the Samba server.W
that at the beginning. various errors and failures are reported. The mysql_install_db command is not recommended. Just follow the above command.
Note the generated temporary password, as shown in the preceding figure: YLi> 7 ecpe; YP
9,bin/mysql_ssl_rsa_setup --datadir=/usr/local/mysql/data
10. Enter mysqlsupport-file
11,cp my-default.cnf /etc/my.cnf
No such version is found.my-default
This is the time for us to create one (Internal Code) by oursel
, openPcscdSmart card supportReadahead_early, readahead_laterBoot memory loading is optimized. open it.RestorecondSELinux is used to monitor files. you can disable SELinux.RpcbindRPC service. generally, it can be disabled.Rpcgssd, rpcidmapd, rpcsvcgssdNFS support. you can disable NFS protection.SendmailEmail sending proxy. if you use Webmail, Thunderbird, or Kmail to send and receive emails. Yes.SetroubleshootSELinux Troubleshooting. you can disable SELinux.SmartdSMART Disk Monitoring, fast boot
keywordsIn the example below, enter! Ps and press Enter. the following command is executed to start with ps:
Copy codeThe code is as follows:#! PsPs aux | grep ypRoot 16947 0.0 0.1 36516 1264? Sl ypbindRoot 17503 0.0 0.0 4124 740 pts/0 S + grep yp
6. use HISTSIZE to control the total number of historical Command RecordsAppend the following two lines to the. bash_profile file and log on to the bash shell again. The number of command history records wi
/data/
5. Create a mysql user, group, and Directory# --- Create an msyql Group# Useradd-r-s/sbin/nologin-g mysql-d/usr/local/mysql --- create an msyql user to prohibit shell Login
6. Change the directory owner# Cd/usr/local/mysql# Pwd# Chown-R mysql.# Chgrp-R mysql.
# Chown-R mysql/data/mysql
7. configuration parameters# Bin/mysqld -- initialize -- user = mysql -- basedir =/usr/local/mysql -- datadir =/data/mysql
Note the generated temporary password, as shown in the preceding figure: YLi> 7
A short time ago on the internet to see a fast fuzzy algorithm, performance is very good.SOURCE Blog:Http://www.lellansin.com/super-fast-blur-%E6%A8%A1%E7%B3%8A%E7%AE%97%E6%B3%95.htmlBloggers have made simple bug fixes and performance optimizations.This algorithm is used to blur a 5000x3000 image on the host son, which takes only 500-600 milliseconds and is very fast.The code is as follows:/** Super Fast Blur v1.1+* Original Author:mario Klingemann (c + + version) * Original Address:http://incub
1. An error is reported when ORACLE software is installed to 86%. The figure is missing. The log is as follows: oracleu01apporacleproduct11.2.0INFO: db_1libsysliblist '-RoptSUNWclusterlib-Rexporthomeoracleu01apporacleproduct11.2.0db_1lib-RoptORCLclusterlib-YP,: optSU
1. An error is reported when ORACLE software is installed to 86%. The figure is missing. The log is as follows:/oracle/u01/app/oracle/product/11.2.0/INFO: db_1/lib/sysliblist '-R/opt/SUNW
Label original word description semantics (y/n)H1-h6 head defining HTML title YP paragraph define paragraph YUL unordered list defines unordered lists YOL ordered list defines ordered lists YThe Li list item defines the item Y of the listDL definition List Definition lists YDT definition term definitions define items in the list YDD Definition Description Definition defines the description of the item in the list YTable Table Definition Form YThead Ta
addresses of these servers to the file/etc/mail/dracd. in allow, the file format is the same as that in/var/yp/securenets. For example:
255.255.255.255 202.139.244.23
255.255.255.255 127.0.0.1
(2) modify the sendmail. mc file to regenerate sendmail. cf
Before using the DRAC verification function, add the DRAC verification information to the sendmail. cf file. First, modify the sendmail. mc file and then regenerate sendmail. cf. Modify the statements
This is a long time to learn C did a practice exercise, the topic of the request is probably the user input three-digit reverse output, such as user input 123, and then the program should output the result is 321. If you encounter user input 100, then the program should output 1. And then I'm going to extend this program to accommodate three-digit or three-digit numbers or less.So in this problem, my first idea is to find a way to take the user input of the number to open him, and then put in th
degree in computer Science from Colorado State University in 1997. You can use the email address [email protected] to contact him.Theo de Raadt has joined the free UNIX operating system since 1990. His early development work included porting Minix to SUN3/50 and Amiga, as well as porting PDP-11 BSD 2.9 to 68030 computers. As one of the founders of the NetBSD Project, Theo works to maintain and improve many system components, including SPARC ports and free Y
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