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game design – What is a factually optimized engine for JRPG development?

Game engines are everywhere. There are hundreds to choose and sift between that I can’t decide. I’m open to all suggestions, coding languages, and platforms. What is a factually optimized engine for JRPG development?

Note: this is not an opinion based question.

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===============

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git – How to maintain well structured code and latency optimized code together?

I’m working on a c++ data analysis project. My workflow goes like this

  1. Analyze the data and build models
  2. Optimize the code for latency, to deploy for production
  3. goto 1

Step 1 has lots of machine learning parameters, using which I test very minor variations of algorithms. In step 2, I clean up the unused parts of the code (non optimal parameters), optimize code for latency (changing maps to arrays for example), and deploy the code. These modifications are done directly on the step 1’s code. No separate branch in maintained.

When new data is obtained and step 1 is required to be repeated, I would have lost the ability to test minor variations of an algorithm. One way to solve this is to maintain two branches. One will be an experimental branch, which has all the parameters for the minor variations of the algorithm. Another branch will be latency optimized code. But, the problem here is any small change in experimental branch will need to be repeated in the latency optimized branch, because there two branches cannot be merged. There are huge differences (even new files appearing) between experimental branch and latency optimized branch, which hinder direct merging.

Is there any other way to solve this?

EDIT1: Another example of step 2

For the sake of illustration, lets say step 1 leads me to a predictor y = f(x) = floor(x^3 + 3x^2 + 5x), where floor(z) = (value of integer closest but <= z). x in (0, 100).
The basic way to make prediction (in deployment) is to evaluate f(x).
But, observe that the whole function is discrete in output and increasing. So, another way to predict is to store ranges of x, which map to y = 1, 2, …, and do binary search on it.
This will lead to maintaining a vector with entries,
{(lbx_1, y_1), (lbx_2, y_2), …}, where y_i = i, lbx_i gives the least value of x such that f(x) >= y_i.
In this case, for any input, a simple binary search will fetch the prediction much faster.
(In practice, f(x) is much more complicated than the above mentioned function).

The latency optimized branch will have this map for prediction.
The experimental branch will evaluate the function.
But I also need the general evaluator for experimentation, in case my predictor turns out to say y = f(x) = (x – 1)^2.

How can I have jQuery code further optimized?

I would like to see if my code below can still be optimized, resulting in lesser lines of code. My code retrieves the values from a multiselect field and assign them to hidden fields that will be passed to an integrated googlesheet. Thanks

 jQuery(".ff-btn-submit").click(function() {
        if(jQuery("input:radio(name=gift_choice)").is(":checked") ) {
            if (jQuery("input(name=gift_choice):checked").val() == 'yes') {
                // Retrieve multi-select values
                var selectedValues = ();
                selectedValues = $('#ff_124_multi_select_gifts').val();
                
                // Set hidden input with the chosen gift.
                if (selectedValues.length > 0) {
                  jQuery("input(name=gift_1)").val(selectedValues(0));
                  jQuery("input(name=gift_2)").val(selectedValues(1));
                  jQuery("input(name=gift_3)").val(selectedValues(2));
                  jQuery("input(name=gift_4)").val(selectedValues(3));
                  jQuery("input(name=gift_5)").val(selectedValues(4));
                  jQuery("input(name=gift_6)").val(selectedValues(5));
                } 
            }
        }
    });