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Wunda-Deep Learning-Course NOTE-7: Optimization algorithm (Week 2)

the local optimal point on the left, but the saddle point on the right. A saddle point can be understood as a maximum point in one direction and a minimum point on the other, which can be imagined as a saddle on horseback.A point with a gradient of 0 in a high-dimensional space may be a convex or concave function in each direction. For example, in 2w space you want the local optimal, all the 2w directions

How to make four sub-games with pure CSS

better way is letter-spacing to use it because it changes size only in one dimension. Unexpectedly, even if a letter has a letter spacing (rendered behind the letter), two letters have a two-letter spacing. The key to reliability is to ensure that the width is predictable. A character with a width of 0 plus a single-letter and two-letter spacing is possible, but font-size setting it to 0 is risky. In order to be compatible with all browsers, you can letter-spacing set the larger (in pixels) and

Database performance Optimization One: Optimize the performance of the database _mssql

Table Partitioning operations three steps away 2.31 Creating partition functions CREATEPARTITIONFUNCTIONxx1 (int) Asrangeleftforvalues (10000,20000); Note: Create partition functions: myRangePF2, with int type partition, divided into three intervals, within 10000 in area A, 1w-2w in area B, 2W or above in Area C. 2.3.2 Create a partition schema CREATEPARTITIONSCHEMEmyRangePS2 ASPARTITIONxx1 to (A,B,C); Not

Activemq encounters with the pit and experience

Experience: 1, background start nohup./activemq Start >/usr/local/apache-activemq-5.2.0/data/run.log 2>1 2, the local test speed, topic, single producer, single-threaded production speed 2w-3w/s, consumer single consumer, single thread consumption speed is 1w-2w/s, slower than producer speed.3. Topic theme, each consumer consumes all the messages from the connection to MQ.4, MQ configuration file can contro

Linux lsof Command Usage Summary

/initUDEVD 415 root 0u CHR 1,3 0t0 6254/dev/nullUDEVD 415 root 1u CHR 1,3 0t0 6254/dev/nullUDEVD 415 Root 2u CHR 1,3 0t0 6254/dev/nullUDEVD 690 Root Mem REG 8,1 51736 302589/lib/x86_64-linux-gnu/libnss_files-2.13. SoSYSLOGD 1246 syslog 2w REG 8,1 10187 245418/var/log/auth.logSYSLOGD 1246 syslog 3w REG 8,1 10118 245342/var/log/syslogDD 1271 root 0r REG 0,3 0 4026532038/proc/kmsgDD 1271 Root 1w FIFO 0,15 0t0 409/run/klogd/kmsgDD 1271 Root 2u CHR 1,3 0t0

PHP on Windows platform runs the Iis,apache,nginx performance and speed test log ____php

time, can be adjusted high ha, Of course, this is affected by the whole backstage system. In a completed background service system, the weakest link can be tested, slowly increase queuelength, starting from 100, Interval 2001 plus, slowly increase, when the F5 has been pressed, the CPU no longer elevated, and then a release, Soon the page is displayed, indicating that the queue has been processed. Release F5 to the page display, the middle of this time difference, if you feel that the ideal sta

Child, byte, word length, bit

number of bytes in a computer's internal memory, which is the capacity of the internal memory, is generally expressed in kilobytes (Kbytes). 1kb=210 bytes = 1024 bytes. For example, 64kb=1024x64 bytes = 65,536 bytes. For computers with large capacity, it is also common for megabytes (MBytes) or GB units to represent memory capacity. 1mb=210x210 bytes = 1024 bytes x1024=1048576 bytes, 1gb=1024mb bits: binary in digital circuits and computer technology, code only "0" and "1", where either "0" or

Multi libvent TCP Server: a High-performance TCP servers

. Second, single million long connection, 40,000 CPS (connection per second) How to do the test 1, set the system maximum number of files for unlimited 2, set the system's TCP memory kernel parameters to more than 256M 3, set the system IP to 15, then the number of long connections can be served in theory at least 15* (65535-1024) 4. Use Epoll or libevent to open a client program that can connect to 5w at the same time; The program also implements a random selection of 1000 connections per

MySQL Replication and tuning

state of the replication thread can also be queried on the main library.Three. Copy the log formatThere are three log formats for MySQL replication, and there are three different ways to put data according to the master inventory: How to copy features Advantages Disadvantages Row Row-based format replication that records data information for each row that needs to be modified. If a SQL modifies the data of a

Database performance Optimization One: Database self-optimization (large data volume)

.2.2 Advantages and disadvantages of table partitioningTable partitioning has the following advantages: 1. Improve query performance: Queries on partitioned objects can search only the partitions they care about and improve the retrieval speed. 2.Enhanced Usability: If one partition of the table fails, the data of the table on the other partition is still available; 3, convenient maintenance: If a partition of the table fails, you need to repair the data, only repair the partition; 4.Balanced I/

SQL Server database self-optimization under large data volume (reprint)

partition. 2.2 Advantages and disadvantages of table partitioning Table partitioning has the following advantages: 1. Improve query performance: Queries on partitioned objects can search only the partitions they care about and improve the retrieval speed. 2. Enhanced usability: If one partition of the table fails, the data of the table in other partitions is still available; 3, Maintenance Convenience: If a partition of the table fails, you need to repair the data, only repair the partition; 4.

Android 4.4:java.lang.securityexception:package com.android.settings does not belong to 1001

Problem Description:In the Android4.4.2 above custom-made things, today code base changed to Android4.4.4.After the code merge to the new Android 4.4.4 code base, the clean build will report the following error:1W/DALVIKVM (3125): Threadid=1:thread exiting with uncaught exception (GROUP=0X415E8D58)2W/appops (1053): BadPager: Specified package com.android.settings under UID 1001 but it's really 10003E/androidruntime (3125): FATAL exception:main4E/andro

JQuery filter selector details

element of the uk character in the space-separated attribute title value. $ ('# btn4'). click (function () {$ ('div [title ~ =Ukw.'hangzhou.css (background, # bbffaa );})Combination attribute selector ([attribute1] [attribute2]… [AttributeN]) // Combine the property selector. First, select the div element with the property id, and then select the element with the property title value containing es in the result. $ ('# btn7 '). click (function () {$ (div [id] [title * =es]).css (background, # bb

Self-study two months python can start making money?

to earn a little bit is the motivation of learning it ~ Write so much, Rob number script is the closest to make money, the main problem can see which there is a similar demand, from this point to start ~ that day I also forget, a number 20, 4 per day, 5 doctors, about 50 reservation number, if I monopoly, a day 1000 yuan Ah ~ one months 2w ... Although the ideal is very good, but every time to send small ads in the heart always feel no strength, so

". NET deep breaths" WPF loading large batches of images asynchronously

How to load large quantities of data in WPF without blocking the UI thread, especially when loading a lot of pictures, this job has been a lot of friends are quite concerned about. There is no perfect solution in the world, but we are seeking a relatively superior solution.After some trials and comparisons, the old week found a kind of a good plan, the focus is that the program is relatively simple, no need to break five hurdles, as long as you have some basis for data binding good.OK, f talk le

Elasticsearch Chinese API Facets (⑩)

= (HistogramFacet) sr.getFacets().facetsAsMap().get("f");// For each entryfor (HistogramFacet.Entry entry : f) { entry.getKey(); // Key (X-Axis) entry.getCount(); // Doc count (Y-Axis)}Date histogram (histogram) facet prepare a facet requestThe following example creates a new facet requestFacetBuilders.dateHistogramFacet("f") .field("date") // Your date field .interval("year"); // You can also use "quarter", "month", "week", "day", // "hour" and "minute" or notation like "1.5h" or "

GitHub upload and download

1. Create SSH keyFirst time using GitHub, first create the SSH key locallyssh-keygen-t-C"[emailprotected]" The following [email protected] changed to your mailbox, then asked to confirm the path and enter the password, we use the default all the way to the line.Successful words will be generated under ~/. SSH folder, go in, open id_rsa.pub, copy the key inside.Go back to GitHub, go to account Settings, choose SSH keys,add ssh key,title on the left, and paste the Key. Similar to:ssh-rsa AAAAB3Nz

Unity Several optimization recommendations

skin skeleton calculation, cloth simulation, vertex animation, particle simulation and so on. GPU is a variety of vertex transformations, lighting, map blending and so on. "Personally, I think you should look at your project needs, assuming you are 3d games . Your game needs to be compatible with low-configuration hardware, smooth operation, control hardware fever, but also to achieve a certain effect (lightmap+ fog effect), then the number of vertices must not be high. At this time the

Rock Bar html5! Jsonic Ultrasonic front-end interaction!

understand the students can directly see the formula b=2w. With the Audiocontext node Samplerate property, we can get the sample rate in the current Web audio context (typically 192000), then through the Nyquist theorem, this sample rate/2 is the range of signal frequencies we can collect. The length of the data array we collected above is 1024 by default. Taking the sampling rate of 192000 as an example, the data array is to divide the 0-96000hz sou

Data structure and algorithm analysis--0, opening

training school, in the first two months I again "C Primer Plus" gnawing down. In this way, my programming is a real starter.At that time I knew that there is a discipline such as data structure, but also heard that the subject is very important, but I do not know why it is important, and even think that learning seems to be no use. So then we learned C #, and began to learn to drag the control. After that, I started looking for a job.Finally, this year, the bottleneck has come. Like the CLR vi

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