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kandi X-RAY | cce Summary
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cce Examples and Code Snippets
def softmax_cross_entropy(
onehot_labels, logits, weights=1.0, label_smoothing=0, scope=None,
loss_collection=ops.GraphKeys.LOSSES,
reduction=Reduction.SUM_BY_NONZERO_WEIGHTS):
r"""Creates a cross-entropy loss using tf.nn.softmax_cross_
Community Discussions
Trending Discussions on cce
QUESTION
my footer appears on the bottom of my screen when I load my page, but I would like it to be a sticky footer, I tried following this tutorial, but it didn't work and this was the result. Does anyone know what I did wrong?
The tutorial: https://css-tricks.com/couple-takes-sticky-footer/ (I'm using the second method)
...ANSWER
Answered 2022-Apr-12 at 09:09Change you footer css to this
.footer {height: 50px;position: fixed;z-index: 999;left: 0;right: 0;bottom:0;background-color: #fff;}
QUESTION
I have a data.table
which looks like this:
ANSWER
Answered 2022-Mar-29 at 08:55Try this approach... Also, your are using decimals in your timestamps, I suggest rounding before creating a sequence.
QUESTION
I have a program that uses tesseract to analyze an image taken as a screenshot from the computer. I also have a text file containing "F1 car Bahrain".
...ANSWER
Answered 2022-Mar-25 at 11:54See the comments in the code below:
QUESTION
I'm working on a code base that uses quite a bit of conditional compilation via macros passed as arguments to the compiler (i.e. gcc -DMACRO_HERE file.cpp
). I would like to have a way to get a list of all the macros defined this way within the code so that I can write out all the used macros to the console and save files when the application is run, that way we know exactly what build was used.
I also need to do the same thing with the git hash but I think I can do that easily with a macro.
Edit 1: Note that this is not the same question as GCC dump preprocessor defines since I want the list available within the program and I only want the macros that are declared by being passed to the compiler with the -D
argument
Edit 2: I also need it be cross compiler compatible since we use GCC, XL, CCE, CLANG, NVCC, HIP, and the MPI versions of those. Note that we're building with Make
...ANSWER
Answered 2022-Mar-18 at 06:06Here's an outline of a possible solution.
The request is not well-specified because there is no guarantee that all object files will be built with the same conditional macros. So let's say that you want to capture the conditional macros specified for some designated source file.
On that basis, we can play a build trick, easy to do with make
: the build recipe for that designated source file actually invokes a script, by inserting the path to the script at the beginning of the compile line.
The script runs through its arguments, selects the ones which start -D
, and uses them to create a simple C source file which defines an array const char* build_options[]
, populating it with stringified versions of the command line arguments. (Unless you're a perfectionist, you don't need to do heroics to correctly escape the strings, because no sane build configuration would use -D
arguments which require heroic escaping.)
Once the source file is built, the script saves it and either uses the command-line it was passed as its arguments to compile it, or leaves it to be compiled by some later build step.
QUESTION
I am trying to write a custom loss function to a Keras model. This loss function takes in the prediction and suppresses all the predictions except the highest one to zero. Something like this:
...ANSWER
Answered 2022-Jan-23 at 16:10you can get a list representation of a tensor by using
QUESTION
Given a json such as:
...ANSWER
Answered 2021-Dec-10 at 11:21How about
QUESTION
I recently read a paper entitled "REGULARIZING NEURAL NETWORKS BY PENALIZING CONFIDENT OUTPUT DISTRIBUTIONS https://arxiv.org/abs/1701.06548". The authors discuss regularizing neural networks by penalizing low entropy output distributions through adding a negative entropy term to the negative log-likelihood and creating a custom loss function for model training.
The value β controls the strength of confidence penalty. I have written a custom function for categorical cross-entropy as shown below but the negative entropy term need to be added to the loss function.
...ANSWER
Answered 2021-Aug-24 at 21:28You do not need a custom loss, as it can be implemented as an activity regularizer (one applied to the output of a layer):
QUESTION
this is my first post in stackoverflow and english is not my first language, so I'll apologize in advance for any mistakes both in grammar and programming.
I need to replace values in one column of my data frame based on part of values which are in another data frame. My question is similar to this post here, but in their example they have all the possible errors mapped out. In my case, I only need a part of the string to know if I need to replace a value or not.
I already tried to use "if_else" and "grepl" with dplyr. "Grepl" works as long as I have only one row on the second dataframe, when I insert another example I get an error.
Right now my real DF has around 30k rows and 33 variables, and the second DF with the right values may grow every month, so I'm trying to run away from loops as much as I can.
I made a mock table with random data to simulate my need:
...ANSWER
Answered 2021-Aug-19 at 23:03This seems to be a case for fuzzy_join
with regex_left_join
. After the regex_left_join
, coalecse
the columns together so that it will return the first non-NA element per each row
QUESTION
Hi I am creating an Android application that allows the title, content, price, number(1), and image to be stored in the database when I write on the bulletin board. An error occurs while registering the publication to the database. I've been thinking about it for days, but I don't know why.
Below is my error.
...ANSWER
Answered 2021-Jul-29 at 20:12The syntax error is because the strings are not enclosed in single quotes.
So instead of "VALUES ($title, $content, $price, $person, $count, ?)"
You should have "VALUES ('$title', '$content', $price, $person, $count, ?)"
However, it is better to bind the values, so "VALUES (?,?,?,?,?,?)"
with the appropriate stmnt.bind....
's
So :-
QUESTION
I have an application that subscribes to a topic in GCP and when there is some messages over there it downloads them and sends them to a queue on ActiveMQ.
In order to make this process fast, I am using executorService and launching multiple threads for sending messages to activeMQ. Since this the subscription is supposed to be an ongoing task I am putting the code in a while(true) loop, and hence I can't shutdown the executorService in a normal fashion, as I will be creating and shutting down the executor service in every loop.
I am searching for an elegant way to shutdown the executorService when the subscription is empty (no data in the topic) for like 2 or 3 minutes or some inactivity window. and then of course it starts again when there is some new data.
The following is my idea which I don't like, which is just a counter that I am incrementing when the subscription retrieves no data.
I am looking for a more elegant way of doing that.
...ANSWER
Answered 2021-Jul-13 at 08:42Your pool take few space and memory and consume almost no CPU when it's not used. Set a max limit to your Pool capacity and use it with trying to downscale it. If you have too much messages to process, the task are queued waiting a free executor pool to complete the task.
If you have scalability up and down concerne, you design could be reviewed. Instead of executorPool internal to the pod, you could trigger an event in your cluster and process them in parallel, on other pods. These pods will be able to scale up and down according to the traffic (have a look to Knative)
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