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Answer : Following should help for L2 regularization: optimizer = torch.optim.Adam(model.parameters(), lr=1e-4, weight_decay=1e-5) This is presented in the documentation for PyTorch. Have a look at http://pytorch.org/docs/optim.html#torch.optim.Adagrad. You can add L2 loss using the weight decay parameter to the Optimization function. For L2 regularization, l2_lambda = 0.01 l2_reg = torch.tensor(0.) for param in model.parameters(): l2_reg += torch.norm(param) loss += l2_lambda * l2_reg References: https://discuss.pytorch.org/t/how-does-one-implement-weight-regularization-l1-or-l2-manually-without-optimum/7951. http://pytorch.org/docs/master/torch.html?highlight=norm#torch.norm.

Example: chelsea transfer news Timo Werner and Hakim Ziyech in. Also, Willian and Pedro Out. Kai might come too!

Answer : Use the Hyper-V management console or Device Manager aka. devmgmt.msc to remove virtual NIC. Do not remove NIC via registries You remove virtual switch via PowerShell like it's specified here: https://www.starwindsoftware.com/blog/basic-hyper-v-virtual-nic-management Also as a workaround, you can try these steps. https://social.technet.microsoft.com/Forums/windows/en-US/e49df568-4f4c-47b7-b30c-952d1e26ca58/cant-remove-failed-virtual-switch-from-hypervs-virtual-switch-manager

Example: array length javascript var numbers = [ 1 , 2 , 3 , 4 , 5 ] ; var length = numbers . length ; for ( var i = 0 ; i < length ; i ++ ) { numbers [ i ] *= 2 ; } // numbers is now [2, 4, 6, 8, 10]

Answer : Old question, but I came across the same issue and was able to come up with a fairly neat solution, inspired by this. HTML: <figure> <img src="http://www.placehold.it/300x150" alt="" /> <figcaption>Make me as long as you like</figcaption> </figure>​ CSS: figure { background-color: #fff; padding: 5px; font-size: .875em; display: table; } figure img { display: block; width: 100%; } figcaption { display: table-caption; caption-side: bottom; background: #fff; padding: 0 5px 5px; }​ This ensures the figcaption does not exceed the width of the figure , whilst allowing you to keep max-width on the image. Works in all good browsers and IE8+. There's a Firefox bug that prevents max-width working within elements that are set to display: table . So, instead of using max-width on the image, setting its width to 100% means this works cross-browser. The figure's width will

Answer : As of Android 8.1, unfiltered bluetooth scans are blocked when the screen is turned off. While it is surprising for such a dramatic change to be made in a minor release of Android, this is certainly an intended change based on the comments in the commit: Stop unfiltered BLE scans when the screen goes off. The workaround is to use a ScanFilter with all scans. The new 8.1 operating system code simply verifies that any scans active when the screen is off have at least one scan filter. If those conditions are met the scan results are delivered as in Android 8.0.x and earlier. In order to set up such a scan, you must use the APIs introduced in Android 5.0 and create a ScanFilter with each scan. Below is a filter that will find manufacturer advertisements for any device from Apple with manufacturer ID 0x004c (this will include iBeacons): ScanFilter.Builder builder = new ScanFilter.Builder(); builder.setManufacturerData(0x004c, new byte[] {}); ScanFilter filter = buil

Example 1: long max value java Long . MAX_VALUE == 9 _223_372_036_854_775_807L // (9223372036854775807) Long . MIN_VALUE == - 9 _223_372_036_854_775_808L // (-9223372036854775808) Example 2: max long value java /** * A simple application that looks up the value of Long.MAX_VALUE and outputs it to the user. **/ public class Test { public static void main ( String [ ] args ) { System . out . println ( "The maximum Long value is: " + Long . MAX_VALUE ) ; } }

Answer : This will work everywhere that Emoji & Symbols has a menu item... System Prefs > Keyboard > Shortcuts > App Shortcuts Click 'All Applications' (hidden in the picture) Click + Type Emoji & Symbols in the first box Type your replacement trigger in the second Click Add

Answer : You can chain REPLACE functions: select replace(replace('hello world','world','earth'),'hello','hi') This will print hi earth . You can even use subqueries to replace multiple strings! select replace(london_english,'hello','hi') as warwickshire_english from ( select replace('hello world','world','earth') as london_english ) sub Or use a JOIN to replace them: select group_concat(newword separator ' ') from ( select 'hello' as oldword union all select 'world' ) orig inner join ( select 'hello' as oldword, 'hi' as newword union all select 'world', 'earth' ) trans on orig.oldword = trans.oldword I'll leave translation using common table expressions as an exercise for the reader ;) Cascading is the only simple and straight-forward solution to mysql for multiple character replacement. UPDATE table1

Example: Process finished with exit code -1073740791 (0xC0000409) class serialThreadC ( QThread ) : updateOutBox = QtCore . pyqtSignal ( str ) updateStatus = QtCore . pyqtSignal ( int ) def __init__ ( self ) : super ( serialThreadC , self ) . __init__ ( ) self . ser = False self . state = 0 self . _mutex = QMutex ( ) self . serialEnabled = False def ConnDisconn ( self ) : self . _mutex . lock ( ) self . serialEnabled = not self . serialEnabled self . _mutex . unlock ( ) def run ( self ) : while True : if self . state == - 3 or self . state == - 2 : self . _mutex . lock ( ) if self . serialEnabled : self . updatePB ( 20 ) self . _mutex . unlock ( ) elif self . state == 0 : self . _mutex . lock ( ) if self . serialEnabled :

Example: input type file select only video accept="video/mp4,video/x-m4v,video/*"

Example 1: arduino digitalread digitalRead ( pin number ) ; // can also be used to debug with Serial . println ( digialRead ( pin number ) ) ; Example 2: arduino digitalwrite digitalWrite ( pin number , LOW / HIGH )

Answer : Fix delay solution: Put cubic-bezier(0, 1, 0, 1) transition function for element. scss .text { overflow: hidden; max-height: 0; transition: max-height 0.5s cubic-bezier(0, 1, 0, 1); &.full { max-height: 1000px; transition: max-height 1s ease-in-out; } } css .text { overflow: hidden; max-height: 0; transition: max-height 0.5s cubic-bezier(0, 1, 0, 1); } .text.full { max-height: 1000px; transition: max-height 1s ease-in-out; } This is an old question but I just worked out a way to do it and wanted to stick it somewhere so I know where to find it should I need it again :o) So I needed an accordion with clickable "sectionHeading" divs that reveal/hide corresponding "sectionContent" divs. The section content divs have variable heights, which creates a problem as you can't animate height to 100%. I've seen other answers suggesting animating max-height instead but this means sometimes you get delays when th

Example 1: formula of rubidium nitride formula of rubidium nitride Example 2: formula of rubidium nitride formula of rubidium nitride

Example 1: remove a particular element from array var colors = [ "red" , "blue" , "car" , "green" ] ; var carIndex = colors . indexOf ( "car" ) ; //get "car" index //remove car from the colors array colors . splice ( carIndex , 1 ) ; // colors = ["red","blue","green"] Example 2: javascript remove from array by index //Remove specific value by index array . splice ( index , 1 ) ; Example 3: js remove from array by value const index = array . indexOf ( item ) ; if ( index != = - 1 ) array . splice ( index , 1 ) ; Example 4: js remove element from array const array = [ 2 , 5 , 9 ] ; console . log ( array ) ; const index = array . indexOf ( 5 ) ; if ( index > - 1 ) { array . splice ( index , 1 ) ; } // array = [2, 9] console . log ( array ) ; Example 5: remove element from javascript array const array = [ 2 , 5 , 9 ] ; console . log ( array )

Example: axis limits matlab xlim ( [ 0 10 ] ) ylim ( [ - 0.4 0.8 ] )

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