skynet-ddp-slurm-example | Example of using PyTorch DistributedDataParallel and SLURM
kandi X-RAY | skynet-ddp-slurm-example Summary
kandi X-RAY | skynet-ddp-slurm-example Summary
skynet-ddp-slurm-example is a Python library. skynet-ddp-slurm-example has no bugs, it has no vulnerabilities and it has low support. However skynet-ddp-slurm-example build file is not available. You can download it from GitHub.
NCCL is the workhorse responsible for averaging the gradients between all the different processes and it is really quite fast and scales incredibly well. However, NCCL has an interesting design choice: it has no timeout functionality. This means that once a NCCL operation begins, it either finishes, or the process running it hangs forever and because NCCL operations are CUDA kernel, they do not respect things you'd normally expect, like the process being killed!. This has two major implications.
NCCL is the workhorse responsible for averaging the gradients between all the different processes and it is really quite fast and scales incredibly well. However, NCCL has an interesting design choice: it has no timeout functionality. This means that once a NCCL operation begins, it either finishes, or the process running it hangs forever and because NCCL operations are CUDA kernel, they do not respect things you'd normally expect, like the process being killed!. This has two major implications.
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skynet-ddp-slurm-example has a low active ecosystem.
It has 16 star(s) with 5 fork(s). There are no watchers for this library.
It had no major release in the last 6 months.
There are 1 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 skynet-ddp-slurm-example is current.
Quality
skynet-ddp-slurm-example has 0 bugs and 0 code smells.
Security
skynet-ddp-slurm-example has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
skynet-ddp-slurm-example code analysis shows 0 unresolved vulnerabilities.
There are 0 security hotspots that need review.
License
skynet-ddp-slurm-example does not have a standard license declared.
Check the repository for any license declaration and review the terms closely.
Without a license, all rights are reserved, and you cannot use the library in your applications.
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skynet-ddp-slurm-example releases are not available. You will need to build from source code and install.
skynet-ddp-slurm-example 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.
It has 143 lines of code, 7 functions and 2 files.
It has low code complexity. Code complexity directly impacts maintainability of the code.
Top functions reviewed by kandi - BETA
kandi has reviewed skynet-ddp-slurm-example and discovered the below as its top functions. This is intended to give you an instant insight into skynet-ddp-slurm-example implemented functionality, and help decide if they suit your requirements.
- Runs the TensorBoard .
- Train a single epoch .
- Evaluate the model .
- Initialize distrib .
- Convert a groupnorm model into a module .
- Exit gracefully .
- Return the name of the interface .
Get all kandi verified functions for this library.
skynet-ddp-slurm-example Key Features
No Key Features are available at this moment for skynet-ddp-slurm-example.
skynet-ddp-slurm-example Examples and Code Snippets
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Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install skynet-ddp-slurm-example
You can download it from GitHub.
You can use skynet-ddp-slurm-example 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.
You can use skynet-ddp-slurm-example 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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