bamboo | Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently us

 by   uclasystem Python Version: Current License: MIT

kandi X-RAY | bamboo Summary

kandi X-RAY | bamboo Summary

bamboo is a Python library. bamboo has no bugs, it has build file available, it has a Permissive License and it has low support. However bamboo has 14 vulnerabilities. You can download it from GitHub.

Bamboo is a system for running large scale DNNs using pipeline parallelism affordably, reliably, and efficiently on spot instances. It is built on top of DeepSpeed. It uses redundant computation in the pipeline by taking advantage of pipeline bubbles to enable low-pause recovery from failures.
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            kandi-support Support

              bamboo has a low active ecosystem.
              It has 27 star(s) with 4 fork(s). There are 2 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 0 have been closed. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of bamboo is current.

            kandi-Quality Quality

              bamboo has no bugs reported.

            kandi-Security Security

              bamboo has 14 vulnerability issues reported (4 critical, 5 high, 5 medium, 0 low).

            kandi-License License

              bamboo 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

              bamboo 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.

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            Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of bamboo
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            bamboo Key Features

            No Key Features are available at this moment for bamboo.

            bamboo Examples and Code Snippets

            copy iconCopy
            const getProtocol = () => window.location.protocol;
            
            
            getProtocol(); // 'https:'
            
              

            Community Discussions

            No Community Discussions are available at this moment for bamboo.Refer to stack overflow page for discussions.

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

            Vulnerabilities

            No vulnerabilities reported

            Install bamboo

            Ensure you have the following requirements:.
            Python 3.7
            PyTorch 1.10.0
            TeX Live
            Biber

            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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            CLONE
          • HTTPS

            https://github.com/uclasystem/bamboo.git

          • CLI

            gh repo clone uclasystem/bamboo

          • sshUrl

            git@github.com:uclasystem/bamboo.git

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