AGD | Compress Generative Adversarial Networks '' by Yonggan Fu | Machine Learning library

 by   VITA-Group Python Version: Current License: MIT

kandi X-RAY | AGD Summary

kandi X-RAY | AGD Summary

AGD is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Generative adversarial networks applications. AGD has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However AGD build file is not available. You can download it from GitHub.

We propose AutoGAN-Distiller (AGD) Framework, among the first AutoML frameworks dedicated to GAN compression, and is also among a few earliest works that explore AutoML for GANs.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              AGD has a low active ecosystem.
              It has 83 star(s) with 15 fork(s). There are 15 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 13 have been closed. On average issues are closed in 14 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of AGD is current.

            kandi-Quality Quality

              AGD has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              AGD is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              AGD releases are not available. You will need to build from source code and install.
              AGD has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              AGD saves you 4541 person hours of effort in developing the same functionality from scratch.
              It has 9601 lines of code, 641 functions and 68 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed AGD and discovered the below as its top functions. This is intended to give you an instant insight into AGD implemented functionality, and help decide if they suit your requirements.
            • Compute PSNR and SSNR
            • Convert RGB image to YCCr
            • Calculate the PSNR distance between two images
            • Infer a given model
            • Compute the PSNR for each image
            • Generate forward flops for each cell
            • Perform the forward computation
            • Divide a value into a divisible by divisor
            • Calculate qparams
            • Performs the forward computation
            • Sample prun ratio
            • Computes the latency of the model
            • Evaluate a model
            • Generate forward flattens
            • Generate forward - flops
            • Generate the forward flops
            • Train the model
            • Compute forward latency
            • Calculate the forward latency
            • Compute the forward latency
            • Generate forward flip operations
            • Compute the loss function
            • Generate the forward flops3x3
            • Forward computation
            • Calculate the loss
            • Generate the forward flops for each cell
            • Generate forward flops
            • Generate a forward flatten
            Get all kandi verified functions for this library.

            AGD Key Features

            No Key Features are available at this moment for AGD.

            AGD Examples and Code Snippets

            Set random seed .
            pythondot img1Lines of Code : 148dot img1License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def set_seed(seed):
              """Sets the global random seed.
            
              Operations that rely on a random seed actually derive it from two seeds:
              the global and operation-level seeds. This sets the global seed.
            
              Its interactions with operation-level seeds is as   
            Set random seed .
            pythondot img2Lines of Code : 111dot img2License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def set_random_seed(seed):
              """Sets the graph-level random seed for the default graph.
            
              Operations that rely on a random seed actually derive it from two seeds:
              the graph-level and operation-level seeds. This sets the graph-level seed.
            
              Its in  
            Returns the seed for the given operation .
            pythondot img3Lines of Code : 54dot img3License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def get_seed(op_seed):
              """Returns the local seeds an operation should use given an op-specific seed.
            
              Given operation-specific seed, `op_seed`, this helper function returns two
              seeds derived from graph-level and op-level seeds. Many random oper  

            Community Discussions

            QUESTION

            There are still screenshot uploads in progress. Apple App Submission
            Asked 2021-Jan-21 at 08:12

            Whenever I tried to Submit Review for my app, I got the following error message even I've uploaded all the required screenshots.

            Unable to Submit for Review

            There are still screenshot uploads in progress.

            When I pressed view all files in Media Manager, I got gray blank picture screenshot which I've uploaded.

            Blank Screenshot after uploaded

            Here is the screen for error message.

            I've been stumbling on this issue for a whole day already.

            Does anyone has faced the same issue? and How to get rid of it?

            Thanks.

            ...

            ANSWER

            Answered 2021-Jan-20 at 21:09

            iOS 1.0 Waiting for Review fixed

            Source https://stackoverflow.com/questions/65804153

            QUESTION

            Oracle to Postgres conversion passing cursor as a parameter
            Asked 2020-Jun-09 at 18:44

            I"m converting an oracle stored procedure to Postgres. Oracle uses an out parameter

            ...

            ANSWER

            Answered 2020-Jun-09 at 18:44

            Thanks for your input but I am not sure I understand your issue. Maybe my answer will help.

            Here is an example how you can use refcursor with stored procedures.

            Here is the source code:

            Source https://stackoverflow.com/questions/62282148

            QUESTION

            Generate Powerset of length 4 using Java-8 is possible
            Asked 2020-Jan-21 at 10:20

            I have been able to generate the all permutation of length 4 from a string, the problem that I am facing now is that all the permutation have duplicates like {abcd) ,{adbc},{bcda}...which are all same as from Mathematical definition of set.

            Is there a short version in java-8 where I can get the pure set?

            My code that generated the all permutation:

            ...

            ANSWER

            Answered 2020-Jan-21 at 09:44

            If you want to find the unique words (without considering order of characters, as you mentioned), you can do one additional step after permutation is done.

            Source https://stackoverflow.com/questions/59837964

            QUESTION

            ggplot sf_geom create custom border between multiple area
            Asked 2019-Jul-10 at 07:27

            I want create border between multiple sub part of my map like this answer :

            https://stackoverflow.com/a/49523256/9829458

            However, It does not work in my R. Only external border of this map was drawn. And when I use this code on my dataset, I have the same problem...

            My data :

            ...

            ANSWER

            Answered 2019-Jul-10 at 07:27

            Solution was edited in the original post :

            Source https://stackoverflow.com/questions/56948343

            QUESTION

            Display by color groups of units in sf map
            Asked 2019-Jul-08 at 09:54

            I have technical question for you :

            I have a shapfile of few cities in a district

            ...

            ANSWER

            Answered 2019-Jul-08 at 09:54

            So, it was simple ...

            Like ohter geom_x code we can use arg fill =

            Source https://stackoverflow.com/questions/56900546

            QUESTION

            Print from struct passed by value in C
            Asked 2019-Feb-22 at 20:56

            TL;DR:

            printf() prints garbage in printLotInfo() when passing by value.

            Code

            ...

            ANSWER

            Answered 2019-Feb-22 at 19:48

            You're missing an argument:

            Source https://stackoverflow.com/questions/54834052

            QUESTION

            How to keep values after changing chained selectInputs in shiny in R?
            Asked 2019-Jan-12 at 01:56

            I have a complicated shiny app (here is a simpler example) which looks like that:

            The app gives user the possibility to change four parameters (selectInput). The lower parameter depends on the highter one (ex. month on year, type on year and month and so on). Everything works but the fact that when I change one parameter, the other one changes too. It is needed in some situations, but not always. It is needed when the level chosen earlier does not exist in new configuration but for example when I have the following situation it should not be changed. Ex. I chose type 'AGD' and size 'medium' for some year and month and I show the prise or something for this combination. Then I would like to compare it to the same size in type 'RTV' so I change type parameter. Everything works but the size changes to the 'big' while I wanted it still to be 'medium'. I can make another click but what for? It is very inconvenient then...

            Do you know how to deal with a problem like that?

            I managed to do it for two dependencies using observe and reactive values, but for four dependencies it does not work.

            Here is my code:

            ...

            ANSWER

            Answered 2019-Jan-12 at 01:56
            Issues With the Existing Code

            There are a couple of issues with the code here and the solution allows us to introduce the concept of memory into the app. First and foremost there are two issues I would like to address right off the bat.

            1. c("big", "small", "medium", "big", "medium") and not c("big", "small", "medium", "big", "miedium")

            2. The uiOutput() and renderUI() combination results the server serving a new selectInput button, everytime the input is changed. Instead we can simply instantiate a static UI element and update it using updateSelectInput()

            Solution

            To solve this problem lets first fix 1) and 2) described above. Then we need to introduce the concept of memory. The server needs to know what was previously selected, so that we can set it as the default option when the selectInput is updated. We can store this as a regular list (a variable for year, month, type and size) or a reactive list using reactiveValues.

            Its great that you have settled on a clear cut logic for the filtering options, there is a clear hierarchy from years-> months -> type -> size. However, everytime months was changed for example a new input was generated for type and size.

            We would now like to introduce a simple logic where the input selection only modifies the memory selected_vals. Then a change in memory triggers the other inputs to be updated. This is best seen in the solution below.

            Code Solution

            Source https://stackoverflow.com/questions/54128702

            QUESTION

            How to loop & scraping data for multiple pages using python and beautifulsoup4
            Asked 2018-Aug-08 at 19:25

            I have to iterate over 4000 pages: after each page. When we have arrived on the last page available, there are no more pages, so we are done and can exit the loop with e.g. last.

            There might not be a database covering all countries of Europe (for instance the non-democratic country Belarus does not publish much information). So if you need more data that OpenStreetMap has, you will probably need to go country-by-country. Below is the data for France. The French government has created a website showing the list of all 4307 hospitals and clinics in France:

            http://www.ScopeSante.fr

            Click on "Voir la liste des établissements" to get the full list. at a first glance the issue about scraping from page to page - can be solved via different approaches:

            See the numbers that seem to count from zero to maximum - and in between we have the bunch of numbers that have sites to fetch ; eg 470000027

            We have no pagination on the bottom of the page: see for example:

            ...

            ANSWER

            Answered 2018-Feb-19 at 18:22

            When I visited the list of all establishments web page, I saw that the site uses its own private API to get the list of establishments in the first place. Check out:

            https://ws.scopesante.fr/v4/carte-etablissements

            The private API returns the full list of establishments along with their "id" numbers in JSON format. So, there you go. This is the full list. You can use the "id" number of each organization to look up the "details" page for each organization. So, using the route to the "details" page:

            https://www.scopesante.fr#/etablissements/PUT_ID_NUMBER_HERE/fiche-detaillee/

            You can just grab all the "id" numbers, put them in a Python list, and then iterate over that list (as oppose to trying to count up as you had described above).

            Note: Please be respectful when scraping this data. Making ~4000 requests to the server in a short amount of time would increase load. Also, if this site has anti-bot mechanisms in place, you may be blocked.

            You were right. There are about 4400 establishments; specifically, I am seeing 3869 establishments. But, you have access to see the "id" number for each organization. So, it is more efficient to use these "id" numbers when you scrape the website.

            EDIT: I was messing with the API even more and found that you can get the details for a specific establishment directly by calling the API. See:

            https://ws.scopesante.fr/v4/fiche-identite/010000024

            This returns the details on the specific establishment. Just replace the number on the end of the URL with the "id" number of the establishment you are looking up.

            Using an API is usually more efficient than scraping the pages directly. Using the API also has less load on the server as compared to scraping web pages. The API gives you the data directly. Web pages give you the data and a bunch of resources (CSS, JS, etc.) that you don't need to see.

            Source https://stackoverflow.com/questions/48870908

            QUESTION

            How to redirect users to customized page depending on input value
            Asked 2018-Jan-25 at 21:08

            I am just starting out with JavaScript. Pardon me for posting the whole code here. Since someone just suggested of posting a full code, I am doing it, as I am eager to get this right.

            I am trying to redirect users to customized "Thank you page", depending on their area, upon submission of a page. Like you see, there are many forms and I am trying to find out their province by their areacode. As I am very new to javascript. I would like to ask you some help on this.

            What I am basically trying to do is show users different "Thank you page". Imagine a page saying Thank you, your local rep in British Columbia will contact you.

            So this is my attempt, which currently doesn't work and I can't find why.

            ...

            ANSWER

            Answered 2018-Jan-25 at 21:08

            Welcome to StackOverflow! For future reference, it is best to post only the portions of code that are relevant to your specific question.

            In regards to your question, read up on window.location

            You'll want to add something similar to this in the success callback of your $.post:

            Source https://stackoverflow.com/questions/48451900

            QUESTION

            How to redirect users to different pages depending on input value
            Asked 2018-Jan-25 at 20:02

            I am just starting out with JavaScript. Pardon me for posting the whole code here. Since someone just suggested of posting a full code, I am doing it, as I am eager to get this right.

            I am trying to redirect users to customized "Thank you page", depending on their area, upon submission of a page. Like you see, there are many forms and I am trying to find out their province by their areacode. As I am very new to javascript. I would like to ask you some help on this.

            What I am basically trying to do is show users different "Thank you page". Imagine a page saying Thank you, your local rep in British Columbia will contact you.

            So this is my attempt, which currently doesn't work and I can't find why.

            ...

            ANSWER

            Answered 2018-Jan-25 at 19:35

            Can JavaScript perform type coercion on just a plain old BC, AB, and ON? even if you're using == instead of ===, you still need BC, AB and ON to be enclosed in quotes of some sort to indicate a literal string rather than another variable... especially since the textValue variable you're comparing against (which is just areacode) is a string.

            Source https://stackoverflow.com/questions/48450427

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

            Vulnerabilities

            No vulnerabilities reported

            Install AGD

            You can download it from GitHub.
            You can use AGD 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 .
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/VITA-Group/AGD.git

          • CLI

            gh repo clone VITA-Group/AGD

          • sshUrl

            git@github.com:VITA-Group/AGD.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link