beholder | TensorBoard plugin for visualizing arbitrary tensors | Machine Learning library

 by   chrisranderson Python Version: Current License: No License

kandi X-RAY | beholder Summary

kandi X-RAY | beholder Summary

beholder is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow, Keras applications. beholder has no vulnerabilities, it has build file available and it has low support. However beholder has 2 bugs. You can download it from GitHub.

Good news: Beholder is on track to be merged into TensorBoard. See this issue for discussion and this milestone for issues related to the merge. Beholder is a TensorBoard plugin for viewing frames of a video while your model trains. It comes with tools to visualize the parameters of your network, visualize arbitrary arrays like gradients,. activations from a convolutional layer,.
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            kandi-support Support

              beholder has a low active ecosystem.
              It has 474 star(s) with 20 fork(s). There are 19 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 23 open issues and 35 have been closed. On average issues are closed in 5 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of beholder is current.

            kandi-Quality Quality

              beholder has 2 bugs (0 blocker, 0 critical, 0 major, 2 minor) and 18 code smells.

            kandi-Security Security

              beholder has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              beholder code analysis shows 0 unresolved vulnerabilities.
              There are 8 security hotspots that need review.

            kandi-License License

              beholder does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              beholder releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              beholder saves you 677 person hours of effort in developing the same functionality from scratch.
              It has 1568 lines of code, 97 functions and 19 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed beholder and discovered the below as its top functions. This is intended to give you an instant insight into beholder implemented functionality, and help decide if they suit your requirements.
            • Train the model
            • Update the image
            • Read config from file
            • Check if there is enough time in seconds
            • Scale sections
            • Scale an image
            • Serve change config
            • Return a list of plugin plugins
            • Serve the frame generator
            • Generate PNG frames
            • Read a Tensor summary file
            • Fetch the current frame
            • Serves the section info
            • Get the image relative to the script
            • Returns the path to the resources directory
            Get all kandi verified functions for this library.

            beholder Key Features

            No Key Features are available at this moment for beholder.

            beholder Examples and Code Snippets

            No Code Snippets are available at this moment for beholder.

            Community Discussions

            QUESTION

            How do I subscribe to an event in a class from another static class?
            Asked 2021-Mar-14 at 15:33

            What's wrong in this case? When try to subscribe on event I have a CS0407:'return-type method' has the wrong return type; skeleton.OnDeath += Beholder.AddListener;

            but I can't figure out where the error is. Action return void. And param in signature is int. In AddListener - too.

            ...

            ANSWER

            Answered 2021-Mar-13 at 23:41

            The issue is that the signature of your delegate and listener method don't match.

            The delegate signature is

            Source https://stackoverflow.com/questions/66619559

            QUESTION

            Trouble preventing duplicate letter entry in pure JS hangman
            Asked 2020-Jan-15 at 00:07

            So, I'm coding out a hangman style game as is the custom when learning how to user JS. I have it working pretty well, but I cannot seem to figure out how to properly identify and prevent duplicate wrong guesses. Example: if you press "f" and it is not in the word, display and decrement the remaining scores once, and if you press "f" again, ignore the input. Here is my code thus far. I have my existing code in the function but it doesn't currently do anything. Any advice is appreciated.

            ...

            ANSWER

            Answered 2020-Jan-15 at 00:07

            See how I'm ignoring duplicates in checkInput.

            Source https://stackoverflow.com/questions/59743403

            QUESTION

            Injecting a DLL from LoadImageNotifyRoutine, hangs on ZwMapViewOfSection
            Asked 2019-Dec-05 at 16:45

            So I'm making a crackme and one of the parts is to hook a certain function and wait for a certain combination a params to happen, then the challenge is done.

            For that, I'm creating a driver to inject a DLL into processes that have a specific DLL and hook a certain function.

            I'm doing it by

            1. Getting a handle for the DLL to inject
            ...

            ANSWER

            Answered 2018-Aug-26 at 16:41

            simply read documentation

            The operating system calls the driver's load-image notify routine at PASSIVE_LEVEL inside a critical region with normal kernel APCs always disabled

            and

            To avoid deadlocks, load-image notify routines must not call system routines that map, allocate, query, free, or perform other operations on user-space virtual memory.

            you ignore this and call routine ZwMapViewOfSection that map. and got deadlock

            solution is simply and elegant - insert normal kernel mode APC to current thread inside ImageCBK. because this APC is disabled here - it executed already after you return from ImageCBK -just system exit from critical region and enable APC. at this point your apc KernelRoutine/NormalRoutine will be called. and exactly inside NormalRoutine you must map

            Source https://stackoverflow.com/questions/52019979

            QUESTION

            Efficient method to identify a filenames extension when the non-extension name is known
            Asked 2019-Nov-14 at 18:27
                my $cover="/******/gamebooks/Accounts/$Author/MyBooks/$Book/images/cover/cover.jpg";
            if(-e $cover){
                $cover=$uri->encode("https://fightingfantasy.net/gamebooks/Accounts/$Author/MyBooks/$Book/images/cover/cover.jpg");
            }
            else{
                # print "$cover not found";
                $cover="$perl_scriptlocation/resources/images/beholder.jpg";
            }
            
            ...

            ANSWER

            Answered 2019-Nov-14 at 18:27

            I'm not sure if I really understand your question. But I assume you have the basename (e.g. "picture") and want to have the name with extension assuming that such a file exists (e.g. "picture.jpg", "picture.png" ..). In this case glob would help:

            Source https://stackoverflow.com/questions/58861706

            QUESTION

            Using Beholder plugin with tf.estimator.Estimator
            Asked 2019-Apr-24 at 23:35

            This is the Beholder Plugin, it allows for visualisation of all trainable variables (with sensible restrictions for massively deep networks).

            My problem is that I am running my training using the tf.estimator.Estimator class and it appears that the Beholder plugin does not play nicely with the Estimator API.

            My code looks like this:

            ...

            ANSWER

            Answered 2018-Jul-18 at 12:08

            Edited post:

            This is a problem with old tensorflow versions. Fortunately, the issue is fixed in tensorflow version 1.9! The code below uses Beholder with tf.estimator.Estimator. It produced the same error as you mention with an older version, but everything works perfectly in version 1.9!

            Source https://stackoverflow.com/questions/50391103

            QUESTION

            AttributeError: module 'tensorboard.util' has no attribute 'PersistentOpEvaluator' , when trying to use TensorBoard
            Asked 2019-Jan-08 at 12:04

            I made some log files using tensorboard but I can't access them.

            Using

            tensorboard or tensorboard --logdir=logs/ on the command prompt

            gives the following error:-

            ...

            ANSWER

            Answered 2019-Jan-08 at 12:04

            I also had a big fight with this problem. What eventually worked for me was the following:

            1. pip uninstall tensorflow
            2. pip uninstall tensorboard
            3. conda show OR pip show --> have a look at which other tensorflow related packages you have installed and remove them.
            4. Go to site-packages and remove tensorflow/tensorboard folders (look for any folder in your filesystem related to a tensorflow / tensorboard installation)
            5. conda clean --all (not sure if this is necessary, but it was one of my steps and might be relevant)
            6. Reinstall tensorflow and tensorboard. Preferably use conda as it is faster by several orders of magnitude

            One of my main sources in solving this issue was this github issue thread: https://github.com/tensorflow/tensorboard/issues/1724

            Source https://stackoverflow.com/questions/53966020

            QUESTION

            Updating chart.js chart with dataset of different size
            Asked 2018-Nov-24 at 20:53

            I have set up a chart.js chart which uses data from a mysql database. I have set up a rest service to provide tha data, with the ability to define the grouping ie. the data is measured a five minute intervals, but I group it in 3 hour segments with my SQL statement SELECT (75-round(avg(sensorValue),0)) as Value, Time FROM sensorpi.rawData GROUP BY UNIX_TIMESTAMP(time) DIV $default_interval ORDER BY time asc

            I would like to be able to change the granularity of the data by defining a new granularity.

            I created an update function to send the request to the backend, and update the chart.

            The chart is updated, but the default has 61 entries (at the moment) and the most fine-grained data has 180 entries. What happens is that the data is just reduced to the first 61 items in the dataset.

            My gut feeling is that it is the date label of the X-Axis which is causing the trouble. But i am at a loss as to how i can solve it.

            Here is a MVE (also on JSFiddle: https://jsfiddle.net/0agcu3ps/2/ )

            ...

            ANSWER

            Answered 2018-Nov-24 at 02:51

            It seems that there is a hacking method:

            Source https://stackoverflow.com/questions/53400538

            QUESTION

            TensorBoard failed to create session
            Asked 2018-Jun-28 at 07:37

            Hello

            I'm using TensorFlow v 1.4.0 and when I want to create a TensorBoard session with the following commands:

            ...

            ANSWER

            Answered 2018-Jun-28 at 07:37

            I found the problem. In the batch before using TensorBoard, this command must be run to use the gpu:

            Source https://stackoverflow.com/questions/49779117

            QUESTION

            Cannot start Tensorboard when tensorflow is running
            Asked 2018-Jun-02 at 22:54

            I cannot start a tensorboard instance when tensorflow is already running and using the GPU. The error is below. Apparently Tensorflow blocks all GPU memory on start independent of what it actually requires. Is there a way to start tensorboard while a tensorflow process is running or does it always have be started first?

            ...

            ANSWER

            Answered 2018-Jun-02 at 13:55

            Tensorboard 1.7.0 seems to occupy about 150MB on the GPU. See this open Tensorboard issue. Looks like it's in the process of being resolved.

            An option in the interim is to limit the percentage of memory Tensorflow is allowed to allocate per process upfront as detailed in this answer. This way you can ensure a certain percentage of memory is reserved for other tasks on the GPU that you might want to run during training.

            Source https://stackoverflow.com/questions/50657425

            QUESTION

            Won't read full file c++
            Asked 2018-Feb-14 at 15:53

            I am trying to populate a linked list with creatures from a file. However, when I do it reads the first one but no other creatures. I cannot pass an int to get the number of creatures because it is not static.

            I have the following code

            ...

            ANSWER

            Answered 2018-Feb-14 at 15:53

            After reading the double cost, there's a newline waiting in the creatureFile stream.

            We need to advance past that with ignore() before reading the next creature:

            Source https://stackoverflow.com/questions/48790240

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install beholder

            As TensorBoard's third party plugin system currently functions, you need to build a different version of TensorBoard from scratch to use this plugin.
            Install Bazel. Tested with Bazel 0.5.1 and 0.5.3. One test with 0.2.2b did not work.
            Clone the repository: git clone https://github.com/chrisranderson/beholder.git
            cd beholder
            Install Beholder: pip install .
            Build TensorBoard (this may take a while): bazel build beholder/tensorboard_x
            Run the newly built TensorBoard: ./bazel-bin/beholder/tensorboard_x/tensorboard_x --logdir=/tmp/beholder-demo
            Navigate to http://localhost:6006
            This repository uses a version of TensorBoard that is newer than the one that comes with TensorFlow. That version of TensorBoard relies on a nightly build of TensorFlow. You can find nightly builds on the TensorFlow README, and pip install <WHEEL_FILE> to install, or use pip install tf-nightly to get a nightly build of the CPU only version.
            Before your train loop, instantiate a Beholder:.

            Support

            Please let me hear your thoughts/complaints/suggestions/success stories/unrelated banter. Submit an issue, or send me a direct message on Twitter (you don't need to follow me to send me a message).
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            CLONE
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            https://github.com/chrisranderson/beholder.git

          • CLI

            gh repo clone chrisranderson/beholder

          • sshUrl

            git@github.com:chrisranderson/beholder.git

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