cuda-mandelbrot | simple CUDA program to generate an image | Computer Vision library

 by   benhiller C Version: Current License: No License

kandi X-RAY | cuda-mandelbrot Summary

kandi X-RAY | cuda-mandelbrot Summary

cuda-mandelbrot is a C library typically used in Artificial Intelligence, Computer Vision, Example Codes applications. cuda-mandelbrot has no bugs, it has no vulnerabilities and it has low support. You can download it from GitHub.

A very simple CUDA program to generate an image of the Mandelbrot set, very similar to the OpenCL program on purpose.
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              cuda-mandelbrot has a low active ecosystem.
              It has 8 star(s) with 3 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              cuda-mandelbrot has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of cuda-mandelbrot is current.

            kandi-Quality Quality

              cuda-mandelbrot has no bugs reported.

            kandi-Security Security

              cuda-mandelbrot has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

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

            kandi-Reuse Reuse

              cuda-mandelbrot releases are not available. You will need to build from source code and install.

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            cuda-mandelbrot Key Features

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            cuda-mandelbrot Examples and Code Snippets

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            Community Discussions

            QUESTION

            Cuda Python Error: TypingError: cannot determine Numba type of
            Asked 2021-May-02 at 00:51

            Background: I'm trying to create a simple bootstrap function for sampling means with replacement. I want to parallelize the function since I will eventually be deploying this on data with millions of data points and will want to have sample sizes much larger. I've ran other examples such as the Mandelbrot example. In the code below you'll see that I have a CPU version of the code, which runs fine as well.

            I've read several resources to get this up and running:

            Random Numbers with CUDA

            Writing Kernels in CUDA

            The issue: This is my first foray into CUDA programming and I believe I have everything setup correctly. I'm getting this one error that I cannot seem to figure out:

            ...

            ANSWER

            Answered 2021-May-02 at 00:33

            You seem to have at least 4 issues:

            1. In your kernel code, rand_idx_arry is undefined.
            2. You can't do .mean() in cuda device code
            3. Your kernel launch config parameters are reversed.
            4. Your kernel had an incorrect range for the grid-stride loop. dt_array.shape[0] is 50, so you were only populating the first 50 locations in your gpu output array. Just like your host code, the range for this grid-stride loop should be the size of the output array (which is boot_samp)

            There may be other issues as well, but when I refactor your code like this to address those issues, it seems to run without error:

            Source https://stackoverflow.com/questions/67351468

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

            Vulnerabilities

            No vulnerabilities reported

            Install cuda-mandelbrot

            You can download it from GitHub.

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            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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