pruner | CLI tool to delete Git branches
kandi X-RAY | pruner Summary
kandi X-RAY | pruner Summary
CLI tool to delete Git branches
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pruner Key Features
pruner Examples and Code Snippets
Community Discussions
Trending Discussions on pruner
QUESTION
I'm using Optuna 2.5 to optimize a couple of hyperparameters on a tf.keras CNN model. I want to use pruning so that the optimization skips the less promising corners of the hyperparameters space. I'm using something like this:
...ANSWER
Answered 2021-Mar-18 at 09:06min_resource
's explanation on the documentation says
A trial is never pruned until it executes
min_resource * reduction_factor ** min_early_stopping_rate
steps.
So, I suppose that we need to replace the value of min_resource
with a specific number depending on reduction_factor
and min_early_stopping_rate
.
QUESTION
I have 16 tasks doing the same job, each of them return an array. I want to combine the results in pairs and do same job until I have only one task. I don't know what is the best way to do this.
...ANSWER
Answered 2020-Oct-09 at 17:15So what you're fundamentally doing here is aggregating values, but in parallel. Fortunately, PLINQ already has an implementation of Aggregate that works in parallel. So in your case you can simply wrap each element in the original array in its own one element array, and then your Prune
operation is able to combine any two arrays of nets into a new single array.
QUESTION
I would like to get the best model to use later in the notebook to predict using a different test batch.
reproducible example (taken from Optuna Github) :
...ANSWER
Answered 2020-Jun-03 at 03:11I think you can use the callback
argument of Study.optimize
to save the best model. In the following code example, the callback checks if a given trial is corresponding to the best trial and saves the model as a global variable best_booster
.
QUESTION
Having a working gitlab instance on an Ubuntu 18.04 server for abouth 2 months, it now refuse to swpan due to the following 2 errors in /var/log/nginx/error.log
...ANSWER
Answered 2020-May-14 at 12:23This is almost certainly a permissions error.
Make sure that whatever file is readable: chmod a+r /opt/gitlab/embedded/service/gitlab-rails/config/database.yml
(according to the comments you already did this) AND
Make sure that all the directories are executable, which for directories allows cd'ing into that directory:
QUESTION
In the data.tree package when one prunes a tree, it permanently alters the tree. This is problematic, as my data.tree takes a long time to generate, and I don't want to generate a new one everytime I have to do a new pruning.
Here I generate a data.tree
...ANSWER
Answered 2019-Apr-29 at 16:49After some fiddeling around I finally tried the following, and made it work. There are no good examples, so I thought I would leave one here.
QUESTION
I have a class that I am testing using JUnitCore Test Runners to run the test. The program essentially removes every nth value from a linked list, it is very simple. I am testing:
1) See if the new list size is the size I expect it to be. 2) See if an element was removed that I know should have been. For example below I know that "Item 1" has been removed.
I have been tasked with making sure that 1) will pass and 2) will fail, and all of this works, but on running my code, my problems are:
1) It is not a very efficient test and could be improved. 2) When 1) is True and 2) is false (as in code below), the output is just "False", and I am not sure if this is right.
I have tried when both classes are true and it returns True.
Code for testing
...
ANSWER
Answered 2019-Apr-01 at 00:25You can get more verbose and useful output from your tests using the alternative assertThat
method with matchers, rather than the older assertEquals
/assertTrue
For example you could combine your two tests above and get meaningful output about what's failing like this:
QUESTION
I have an ArrayList object:
...ANSWER
Answered 2017-Oct-05 at 19:27Since no one else has answered... good comments, and good points about how to store your data more efficiently. But that aside, if the operations you included are the only operations that modify the list, you have the code correct to prevent concurrent modification exceptions or loss of data. All operations that modify are synchronized. You'll have blocking situations, but you won't ever have concurrent modifications.
Making the add functions wait for the prune to complete is exactly what should happen. As long as there's no other reason the add functions can't wait, it's fine.
As commenters pointed out, though, there are faster ways to go about this that may reduce the overall wait time. Given that you're always deleting by time, if you know things are added in time order, you can significantly optimize the process. If you're sorted by time and require that, there are definitely better options (or if you can choose to sort on insert). There are some uses of Java 8 streams that can parallelize and provide some different processing options.
But short answer is that you've got locking where needed to prevent issues.
QUESTION
I made the mother of spaghetti code here. This is supposed to multiply the key and/or values two dictionaries (kv1, and kv2), by specifying which (factor1, factor2) and then pruning non-multiplicable results (if pruning is 1) according to what the pruner is (e.g 0 or []).
So here's what I'm trying to do:
Figuring out an easier way to assign factor1 and factor2 to their appropriate k1/k2/v1/v2
Trying to zip properly since
adsVal
is a dictionary containing lists while valSet is a dictionary containing strings.Trying to multiply the values within each list by their respective string in
valSet
(so value 5 in every list list inadsVal
would be multiplied by the fifth value ofvalSet
)Figuring out how to turn everything that cannot be multiplied (ie any string that cannot be int()) into the pruner (e.g 0) or at least deleting it along with its key
The code is:
...ANSWER
Answered 2017-Jun-12 at 10:25import collections
def mul_maybe_ints(a, b, pruner=None):
try:
return int(a)*int(b)
except ValueError:
return pruner
def strings_times_strings(aa, ab, pruner=None):
return [mul_maybe_ints(a, b, pruner) for a,b in zip(aa,ab)]
def lists_times_strings(aa, sa, pruner=None):
return [[mul_maybe_ints(el, s, pruner) for el in a] for a,s in zip(aa,sa)]
# example usage
adsVal = collections.OrderedDict()
adsVal['Students'] = ['inactive', '3']
adsVal['1'] = ['not_delivering', '']
valDict = collections.OrderedDict()
valDict['Delivery'] = '50'
valDict['Results'] = '1000'
result = lists_times_strings(adsVal.values(), valDict.values(), 0)
print( result ) # [[0, 150], [0, 0]]
print( { k : v for k,v in zip(adsVal, result) } ) # {'Students': [0, 150], '1': [0, 0]}
print( strings_times_strings(adsVal.keys(), valDict.values(), 0) ) # [0, 1000]
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On a UNIX-like operating system, using your system’s package manager is easiest. However, the packaged Ruby version may not be the newest one. There is also an installer for Windows. Managers help you to switch between multiple Ruby versions on your system. Installers can be used to install a specific or multiple Ruby versions. Please refer ruby-lang.org for more information.
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