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kandi X-RAY | division-by-zero Summary
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QUESTION
I need to install ruby 3.0.0 on my machine to upgrade my ROR application gems, I use RVM as version management but when I write RVM install 3.0.0 I have this error
Error running '__rvm_make -j4',
please read /Users/hadii/.rvm/log/1620191440_ruby-3.0.0/make.log
There has been an error while running makes. Halting the installation.
when I tail make.log file I found this :
...ANSWER
Answered 2021-May-09 at 03:59after longtime googling and have a lot of issues that I explained before, I found this link that explained these three command witch help to fix these issues.
QUESTION
I have a string like 8/c123*c456
where c123
and c456
are variables containing a float. I use Regex to separate the string into a list ['8', '/', 'c123', '*', 'c456']
. I replace 'c123'
and 'c456'
with a string corresponding to their value (like '4.0'
for example). I then concatenate the string and try to evaluate it using the class NumericStringParser from this question (Evaluating a mathematical expression in a string).
The problem is when the value of one of the variables is 0 and I end up trying to divide by 0 in the operation. I would like that operation to return 0.
I saw the answers from this question Make division by zero equal to zero but I don't know how I can use them.
...ANSWER
Answered 2021-Apr-09 at 08:41you can try
QUESTION
I have reset my mac recently. Rails won't install I typed
...ANSWER
Answered 2020-Sep-01 at 10:20Its likely because of not having your default ruby-version defined, Try these:
QUESTION
I am trying to implement a WGAN-GP model using tensorflow and keras (for credit card fraud data from kaggle).
I mostly followed the sample code that is provided in keras website and several other sample codes on the internet (but changed them from image to my data), and it is pretty straightforward.
But when I want to update the critic, the gradient of loss w.r.t critic's weights becomes all nan
after a few batches. And this causes the critic's weights to become nan
and after that the generator's weights become nan
,... So everything become nan
!
I used tf.debugging.enable_check_numerics
and found that the problem arises because a -Inf
appears in the gradient after some iterations.
This is directly related to the gradient-penalty term in the loss, because when I remove that the problem goes away.
Please note that the gp
itself is not nan
, but when I get the gradient of the loss w.r.t critic's weights (c_grads
in the code below) it contains -Inf
and then somehow becomes all nan
.
I checked the math and network architecture for possible mistakes (like probability of gradient vanishing, etc.), and I checked my code for possible bugs for hours and hours. But I'm stuck.
I would very much appreciate it if anyone can find the root of the problem
Note: Bear in mind that the critic's output and loss function is slightly different from the original paper (because I'm trying to make it conditional) but that has nothing to do with the problem because as I said before, the whole problem goes away when I just remove the gradient penalty term
This is my critic:
...ANSWER
Answered 2020-Aug-28 at 00:26So after much more digging into the internet, it turns out that this is because of the numerical instability of tf.norm
(and some other functions as well).
In the case of norm
function, the problem is that when calculating its gradient, its value appears in the denominator. So d(norm(x))/dx
at x = 0
would become 0 / 0
(this is the mysterious division-by-zero
I was looking for!)
The problem is that the computational graph sometimes ends up with things like a / a
where a = 0
which numerically is undefined but the limit exists. And because of the way tensorflow works (which computes the gradients using the chain rule) it results in nan
s or +/-Inf
s.
The best way probably would be for tensorflow to detect these patterns and replace them with their analytically-simplified equivalent. But until they do so, we have another way, and that is using something called tf.custom_gradient
to define our custom function with our custom gradient (related issue on their github)
Although in my case there was actually an even simpler solution (although it wasn't simple when I didn't know that the tf.norm
was the culprit):
So instead of:
QUESTION
It occurred to me that PL/SQL might have a more concise way of doing this:
I have a program where division-by-zero can occur, but in all cases I want this to return 0. My current logic looks like:
...ANSWER
Answered 2020-Mar-19 at 13:42Using CASE
?
QUESTION
My post is related to the following questions:
Avoid division by zero between matrices in MATLAB
How to stop MATLAB from rounding extremely small values to 0?
I am writing a matlab function that I am exporting with codegen. When codegen executes division between two numbers, both primitive doubles, codegen mentions that the result is a type of :Inf x :Inf. Here is my code snip:
...ANSWER
Answered 2020-Jan-16 at 19:15I don't think this is related to division by zero, as shown by the attempts you made at avoiding that. :Inf x 1
refers to a vector of unknown length, and :Inf x :Inf
to a matrix of unknown size. If duration
is a vector, then travel_distance / duration
is trying to solve a system of linear equations.
If you use ./
(element-wise division) instead of /
, then Codegen might be able to generate the right code:
QUESTION
I am trying to install Nokogiri on my MacOS Catalina 10.15.1 system.
...ANSWER
Answered 2019-Dec-11 at 06:22To solve the problem I deleted the gcc I installed, located at /usr/local/bin/gcc
, and that seems to have solved my problem. When I ran the command
QUESTION
So I am aware this has been answered before,
here:
SSRS 2008 - Dealing with division by zero scenarios
and here:
https://sqldusty.com/2011/08/01/ssrs-expression-iif-statement-divide-by-zero-error/
and I'm sure these work for what I need. However, I'm struggling where to put the different parts of the Syntax as
A) I'm not very good at this but I am trying my best!
and
B) The code is awkwardly long
This is my code which produced #Error
...ANSWER
Answered 2019-Jul-29 at 12:37Your issue may be in this IIF statement.
QUESTION
PROBLEM
I am trying to download ruby 2.6.1 on Mac OS Mojave 10.14.3 but I keep getting failed builds and I'm not sure what the error is.
Please help! Completely lost :(
Current setup: .
...ANSWER
Answered 2019-Feb-10 at 18:00The error which prevents the build from successful finish is:
QUESTION
I wish to divide an array numerators
by an array denominators
, but some elements in denominators
may be zero. The resulting element at those indices should be zero as well. Is there a function in NumPy which picks elements from numerators / denominators
where denominators
isn't zero, and from a zero array otherwise?
I looked into boolean masking, but that would take multiple lines, since I would have to mask denominators
in order to not get any division-by-zero errors, as well as the result in order to set those elements to zero.
I could swear I've seen such a function but I can't find it anymore.
...ANSWER
Answered 2019-Jun-05 at 11:24inds = np.where(denominators!=0)
ratio = np.zeros(numerators.shape)
ratio[inds] = nominators[inds]/denominators[inds]
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