dhp | This is the official implementation of DHP | Machine Learning library

 by   ofsoundof Python Version: Current License: No License

kandi X-RAY | dhp Summary

kandi X-RAY | dhp Summary

dhp is a Python library typically used in Telecommunications, Media, Advertising, Marketing, Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. dhp has no bugs, it has no vulnerabilities, it has build file available and it has low support. You can download it from GitHub.

Network pruning has been the driving force for the acceleration of neural networks and the alleviation of model storage/transmission burden. With the advent of AutoML and neural architecture search (NAS), pruning has become topical with automatic mechanism and searching based architecture optimization. Yet, current automatic designs rely on either reinforcement learning or evolutionary algorithm. Due to the non-differentiability of those algorithms, the pruning algorithm needs a long searching stage before reaching the convergence. To circumvent this problem, this paper introduces a differentiable pruning method via hypernetworks for automatic network pruning. The specifically designed hypernetworks take latent vectors as input and generate the weight parameters of the backbone network. The latent vectors control the output channels of the convolutional layers in the backbone network and act as a handle for the pruning of the layers. By enforcing ℓ1 sparsity regularization to the latent vectors and utilizing proximal gradient solver, sparse latent vectors can be obtained. Passing the sparsified latent vectors through the hypernetworks, the corresponding slices of the generated weight parameters can be removed, achieving the effect of network pruning. The latent vectors of all the layers are pruned together, resulting in an automatic layer configuration. Extensive experiments are conducted on various networks for image classification, single image super-resolution, and denoising. And the experimental results validate the proposed method.
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            kandi-support Support

              dhp has a low active ecosystem.
              It has 39 star(s) with 4 fork(s). There are 7 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 2 open issues and 0 have been closed. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of dhp is current.

            kandi-Quality Quality

              dhp has no bugs reported.

            kandi-Security Security

              dhp has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              dhp 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

              dhp 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 are not available. Examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed dhp and discovered the below as its top functions. This is intended to give you an instant insight into dhp implemented functionality, and help decide if they suit your requirements.
            • Instantiates a model
            • Run clustering
            • Transform a kernels
            • Cluster points
            • Train the model
            • Stops the optimizer
            • Start learning rate
            • Evaluate the model
            • Prepare a value
            • Forward the encoder
            • Resets the optimizer
            • Compute the accuracy of a prediction
            • Get the parameters of the model
            • Compute the per - layer compression ratio
            • Computes model complexity
            • Perform the forward computation
            • Perform a forward transformation
            • Forward computation
            • Forward computation
            • Save kernels to image
            • Set the model parameters
            • Perform a single step
            • Load the model
            • Compute the loss of the loss norm of the loss function
            • Set the parameters of the model
            • Forward through the model
            Get all kandi verified functions for this library.

            dhp Key Features

            No Key Features are available at this moment for dhp.

            dhp Examples and Code Snippets

            No Code Snippets are available at this moment for dhp.

            Community Discussions

            QUESTION

            Can you check what I understood about lua stack is right?
            Asked 2021-Feb-16 at 10:26

            I'm learning lua.

            I don't understand why this is wrong.

            This is my lua code

            ...

            ANSWER

            Answered 2021-Feb-16 at 10:20

            lua_pop(L, n) pops n elements from the stack.
            So, lua_pop(L, -1); is not what you want.

            Source https://stackoverflow.com/questions/66222417

            QUESTION

            Why is DH prime and its hex different in openssl?
            Asked 2019-Dec-08 at 13:49

            From the below, why is prime not same as xxd hex? I am trying to generate my own parameters but not sure what is the math for those values...

            ...

            ANSWER

            Answered 2019-Dec-08 at 13:49

            The output for the 2 commands aren't related at all. The openssl command prints the information that is contained in the pem file and the xxd command prints out the raw hex dump of the file.

            The file has the primes but in an encoded format called Privacy Enhanced Mail format, or PEM for short. It's a human readable base64 encoded format of a binary blob which contains any piece of information packed according to ASN.1.

            If you try to parse the pem file, i.e. decode the binary file according to the ASN.1 structure, you will see the following:

            Source https://stackoverflow.com/questions/59232545

            QUESTION

            How to set current time (-zone) for Logging?
            Asked 2019-Aug-22 at 10:59

            I use for logging Microsoft.Extensions.Logging and NLog. The logs are written to Elasticsearch. When I look up my logs using Kibana all my logs are written at UT what means two houers different to my local time (-zone) MET. I would like to see my logs with my local time at Kibana. How can I adjust the time zone for logging?

            I add the NLog.config:

            ...

            ANSWER

            Answered 2019-Aug-21 at 09:58

            You can set the timezone in the Kibana web.

            Setting-->Advanced---> DateFormat:tz

            to get more info : https://www.elastic.co/guide/en/kibana/current/advanced-options.html

            Source https://stackoverflow.com/questions/57588960

            QUESTION

            Object variable not updating
            Asked 2019-Jun-18 at 19:29

            The Player object that is passed into the dAttack method is not updating its hp on dAttack(player). The dragon takes damage perfectly fine but not the player. I know it's probably not best practice in C++ to define classes in your main function but when I tried to make them into their own .cpp files I was getting an error stating the "Player" and "Dragon" objects were uninitialized.

            I have attempted to rename the hit variable in dAttack() to dHit instead, haven't had any other ideas.

            ...

            ANSWER

            Answered 2019-Jun-18 at 19:29

            Some general advice first:

            • write less code, test more. The problem you are facing appears at least twice in your code. Bugs/errors are much easier to fix if there is only a single bug/error in your code. May sound crazy, but the easy way to make sure you dont have more is to write a single line of code, and only when you know it does what it should continue.
            • when you encounter something that is not working to your expectations write a tiny example program that has only that problem and nothing more. First of all it helps you to locate/fix the problem and if you dont find it you have a mcve you can post here. It will help us to help you.

            A mcve for the problem could look like this:

            Source https://stackoverflow.com/questions/56654415

            QUESTION

            Jest encountered an unexpected token with react-native
            Asked 2018-Sep-11 at 11:39

            So I'm trying to write tests on my React Native app with Jest and TypeScript. While using old babel version everything worked fine, but because of some project problems we had to upgrade babel to 7.0.0. After that I couldn't make it work. Any help is appreciated

            Jest encountered an unexpected token This usually means that you are trying to import a file which Jest cannot parse, e.g. it's not plain JavaScript. By default, if Jest sees a Babel config, it will use that to transform your files, ignoring "node_modules".

            /home/levan/work/vabaco-dhp-frontend/packages/dhp-mobile-app/node_modules/react-native-calendar-events/index.ios.js:3 import { NativeModules } from 'react-native';

            SyntaxError: Unexpected token import

            package.json:

            ...

            ANSWER

            Answered 2018-Sep-11 at 11:39

            Found the solution. In transform you should use react-native/jest/preprocessor.js instead of babel-jest.

            Source https://stackoverflow.com/questions/52188246

            QUESTION

            C++ - char to char16_t*
            Asked 2018-Mar-28 at 18:44

            Im trying to convert formated char to char16_t*

            Im currently doing this but it results random charachters:

            ...

            ANSWER

            Answered 2018-Mar-28 at 18:44

            You cannot type-cast a char[] to char16_t* like you are doing. char is 1 byte in size, but char16_t is 2 bytes in size. The char data won't be interpreted correctly when read as char16_t data.

            On Windows, wchar_t is also 2 bytes in size. You can format your data into a wchar_t[] buffer instead, and then type-cast it to char16_t:

            Source https://stackoverflow.com/questions/49530981

            QUESTION

            Basic use of openssl parameters and key generation
            Asked 2017-Feb-21 at 07:30

            Using openssl, I am trying to generate shared parameters with Diffie-Hellman with 2048 modulus.

            I believe that I can do this like this: openssl dhparam -C 2048

            But, I am trying to complete the whole algorithm and am following a tutorial here: https://sandilands.info/sgordon/diffie-hellman-secret-key-exchange-with-openssl

            This tutorial I believe uses the line: openssl genpkey -genparam -algorithm DH -out dhp.pem to generate the same thing but without using the 2048 modulus (i could be wrong here).

            How do integrate my use of dhparam instead of genpkey into this tutorial so that I can choose the modulus of 2048, or how do I choose the modulus of genpkey or am I fundamentally misunderstanding something here?

            ...

            ANSWER

            Answered 2017-Feb-21 at 07:30

            genpkey is the general purpose key generation utility of openssl.

            dhparam is dedicated to diffie-hellman.

            Both can be used for the same purpose. In you context you would have to use either

            Source https://stackoverflow.com/questions/42360467

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

            Vulnerabilities

            No vulnerabilities reported

            Install dhp

            You can download it from GitHub.
            You can use dhp like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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          • HTTPS

            https://github.com/ofsoundof/dhp.git

          • CLI

            gh repo clone ofsoundof/dhp

          • sshUrl

            git@github.com:ofsoundof/dhp.git

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