sru | Training RNNs as Fast as CNNs (https://arxivorg/abs/170902755) | Machine Learning library
kandi X-RAY | sru Summary
kandi X-RAY | sru Summary
SRU is a recurrent unit that can run over 10 times faster than cuDNN LSTM, without loss of accuracy tested on many tasks. Simple Recurrent Units for Highly Parallelizable Recurrence [paper]. When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute [paper].
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Top functions reviewed by kandi - BETA
- Forward computation
- Evaluate recurrence recurrence
- Element - wise recurrence method
- Evaluate the elementwise recurrence function
- Embed the embedding
- Calculate uniform weights
- Weighted weighted average
- Train model
- Evaluate the model
- Builds an embedding matrix
- Reads the SST dataset
- Read TREC dataset
- Backward computation
- Compute the F1 score between pred and truth
- Get sru version
- Splits the data into training and test sets
- Loads a vocabulary from a file
- Calculate the vocab
- Benchmark GRU
- Load data
- Get the index of an answer
- Create multiple batches of data
- Perform an element - wise regularization
- Benchmark the GRU GPU
- BenchmarkSRU
- Benchmark the SRU
sru Key Features
sru Examples and Code Snippets
Lines of Code : 47License : Permissive (Apache-2.0)
Copy--------------
LSTM network
[21:29:29.047] Epoch[1/3] Step[1/429] Train Minibatch Loss= 6.7037, Training Accuracy= 0.1484
[21:29:32.328] Epoch[1/3] Step[100/429] Train Minibatch Loss= 0.1882, Training Accuracy= 0.9453
[21:29:35.656] Epoch[1/3] Step[ 
License : No LicenseCopy# On the command line
$ catmandu convert SRU --base http://www.unicat.be/sru --query data
$ catmandu convert SRU --base http://www.unicat.be/sru --query data --recordSchema marcxml
$ catmandu convert SRU --base http://www.unicat.be/sru --query data use Scriptotek\Marc\Collection;
$collection = Collection::fromFile($someFileName);
foreach ($collection as $record) {
echo $record->getField('250')->getSubfield('a')->getData() . "\n";
}
$response = file_get_contents('http://lx2.loc.go Community Discussions
Trending Discussions on sru
QUESTION
I am using the files from a video tutorial. At the beginning, it starts to spread the files of input image data by copying them in various folders. The code works in the tutorial but I wonder why I get the following error:
[Errno 22] Invalid argument: 'D:\Machine Learning\Deep Learning\SRU-deeplearning-workshop-master\catdogKaggle\train\cat.1.jpg'
Here is the code. At first it creates the directories.(The catdogKaggle\train contains the input images):
...ANSWER
Answered 2021-Mar-03 at 16:29You are on Windows which is why you need to escape the backslashes or use raw strings to store file paths, i.e.:
QUESTION
I'm using discord.js version 12, the problem is that the bot is only selecting 2 users out of the entire server (The author of the message and the bot) and I want it to be able to pick anybody from the server.
Here's the code that I've tried:
...ANSWER
Answered 2021-Jan-12 at 10:49client.on('message', msg=>{
if(msg.content.toLowerCase() === "!sru"){
const randomUser = msg.guild.members.cache.random();
msg.channel.send(`${randomUser.user.username}#${randomUser.user.discriminator}`);
}
})
QUESTION
Hi all so I was working on an assignment and completely at the fault of my own I didn't see that my professor wanted me to use setInterval or requestAnimationFrame as part of the solution. Basically we have to create a circle on an SVG canvas, then when the user clicks a button it will make the circle follow a path infinitely. I got it working only to find out I did it wrong. I'm pretty new and bad at coding right now so any help would be appreciated. This is a link to the actual webpage that I had uploaded. http://obsidian.sru.edu/users/btw1004/CPSC337/hw06.html
...ANSWER
Answered 2020-Oct-09 at 03:54You implementation is legit except it doesn't meet the requirement that requestAnimationFrame or setInterval API must be used.
I'll go with requestAnimationFrame. Refer to the doc and example, requestAnimationFrame(step) takes as argument a step function. The key is to calculate and update, within the step() function, the (x, y) coordinates of the position of that yellow dot for each animation frame.
Refresh our memory about the Parametric Equation of a Circle. x = r * cos(t); y = r * sin(t). In your case r = 200, and t the theta angle goes from 0 to 2π in 4 seconds.
Here's the step(timestamp) function. It is passed the timestamp of current animation frame at each call.
QUESTION
I am new here, so please don't be to hard on me! :)
See picture below!
I am trying to create a new dataframe (df['New_df']) based on the values in df['Datan'] so that df['New_df'] is equal to df['Datan'] on the rows where the string #SRU appears. If the string is not in df['Datan'], I want df['New_df'] to "keep" the value of the row above (where the #SRU string was included).
See below df of what I am trying to do.
...ANSWER
Answered 2020-May-29 at 10:32Use, the combination of Series.str.contains, Series.mask & Series.ffill:
QUESTION
I'm working with DataTables for the first time, and I'm running into issues actually putting the data into the table. I believe I have matched the proper JSON format that DataTables calls for using the ajax option within, however I'm still receiving an "Invalid JSON Response" error on load.
Here's my JS, I have it in a separate file called within the HTML page:
...ANSWER
Answered 2020-Apr-16 at 17:42As mentioned in my comments, check the format that your PHP script output (it should be a valid json with all required fields your JS code expect), then change datatype value to 'json' value and add contentType in ...ajax.contentType field:
QUESTION
I have a dataframe where i want to check for every row if one column of substring is contained in another column of string. If a character in Subposition column exists in the string of Position column, return True, other wise return False in the Check column. (L = left, R = Right , S = straight, U = u turn)
...ANSWER
Answered 2020-Feb-15 at 15:36You can zip the 2 columns and check if the second row is in the first via a list comprehension which should be pretty fast:
QUESTION
For the last day I struggled with some XML parsing in PHP. I use an external service to provide me with information about books based on an ISBN as search term via XML (A service provided by the German National Library which requires to include a private token in the request (This is not the cause of the problem, I've already checked that) -> https://www.dnb.de/EN/Professionell/Metadatendienste/Datenbezug/SRU/sru_node.html | And I have also checked that 'allow_url_fopen' is enabled in the php.ini).
Now, my problem is that whatever method for XML parsing I use the necessary book information is not displayed and accesible for me to work with in the Simple XML Element Object (see the result of the second 'echo' from my code below in this screenshot). If I first pull the XML as a string, the information is visible and accesible (see the result of the first 'echo' from my code below in this screenshot). The goal would be to be able to access the information about the books based on their element names (dc:title, dc:creator, dc:publisher, dc:date, etc.) individually. In my current piece of code this is not possible as PHP will tell me: "Warning: main(): Node no longer exists" when running through the 'foreach' loop.
I have already looked at several Stack Overflow posts about problems with namespaces in Simple XML Element Objects but I wasn't able to adapt the solutions proposed there for the problem I face here.
I hope that somebody can help me with this and point me to a solution, so I can access the information in the 'dc' namespace of the XML.
This is the very short and simple PHP-Code I have used so far:
...ANSWER
Answered 2019-Jul-19 at 14:45Note: If the missing declarations are just a mistake in the question, this should be marked as a duplicate of Reference - how do I handle namespaces (tags and attributes with colon in) in SimpleXML?
If the XML is actually as shown in the question, it is invalid - there are no declarations for the namespace prefixes dc and xsi. If you check your PHP logs, or turn on display_errors, you will see dozens of warnings every time the XML is parsed.
To work around this broken XML, you could wrap the response in an extra root element that defines the namespaces, resulting in valid XML.
QUESTION
I need to do some error checking so a user knows they have missed some information before sending the form.
I have a table which is controlled by a Data Validation list dropdown box. This box has numbers 1 to 15, and will show/hide rows associated to the number selected i.e. 3 selected, so rows 1 to 3 are displayed, 4 to 15 or hidden. What the error checking code is supposed to do is, check the list number selected, then check a cell in each row to see if it is empty or not, if empty display the error message, if not then do nothing. I need this error message to display for each row which is displayed and not for the hidden rows. I have a cell at the top of the page with tells the user how many errors they have, so I don't want the hidden rows adding to this count. I can get it working for numbers zero and 1, but for 2 to 15 it is not working. Code below only shows numbers 0 to 3, I can alter the code for the other rows once working.
Correct outcome when nbr 3 is selected D63 is empty so error msg in A63, D64:65 not empty so no error msg
Actual outcome when Nbr 3 is selected D63:65 are empty so A63:65 should display the error msg
...ANSWER
Answered 2019-May-30 at 15:34Only one condition of your If...ElseIf...Else block will be met. Sounds like you want to check all conditions. Therefore, you'd need to rewrite to something like this:
QUESTION
ANSWER
Answered 2019-May-06 at 18:58You has a type error. Must be use (pageChange)="pageChange($event)" -you has wrote pageChange(page)-
End of the response. But I suggest you subscribe to paramMap, so if some change the url in the navigator, your app works, see an e.g. in this stackblitz
Some like
QUESTION
I'm trying to cast base object to derived class object using Entity Framework.
I tried to use the copy constructor. The constructor itself does work, but the framework throw errors.
Model classes:
...ANSWER
Answered 2019-Apr-10 at 10:19val object you are trying to update is new object and it has the same key as one you retrieved from database. As key has to be unique, you can't track two objects with the same key.
Try detaching old object first:
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