idist-snippets
ignite
idist-snippets | ignite | |
---|---|---|
1 | 3 | |
4 | 4,458 | |
- | 0.4% | |
0.0 | 8.7 | |
almost 3 years ago | 3 days ago | |
Python | Python | |
- | BSD 3-clause "New" or "Revised" License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
idist-snippets
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Distributed Training Made Easy with PyTorch-Ignite
Code snippets, as well as commands for running all the scripts, are provided in a separate repository.
ignite
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Introducing PyTorch-Ignite's Code Generator v0.2.0
Along with the PyTorch-Ignite 0.4.5 release, we are excited to announce the new release of the web application for generating PyTorch-Ignite's training pipelines. This blog post is an overview of the key features and updates of the Code Generator v0.2.0 project release.
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Distributed Training Made Easy with PyTorch-Ignite
PyTorch-Ignite's ignite.distributed (idist) submodule introduced in version v0.4.0 (July 2020) quickly turns single-process code into its data distributed version.
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Introduction to PyTorch-Ignite
More details about distributed helpers provided by PyTorch-Ignite can be found in the documentation. A complete example of training on CIFAR10 can be found here.
What are some alternatives?
gloo - Collective communications library with various primitives for multi-machine training.
torch-metrics - Metrics for model evaluation in pytorch
why-ignite - Why should we use PyTorch-Ignite ?
image-similarity-measures - :chart_with_upwards_trend: Implementation of eight evaluation metrics to access the similarity between two images. The eight metrics are as follows: RMSE, PSNR, SSIM, ISSM, FSIM, SRE, SAM, and UIQ.
NCCL - Optimized primitives for collective multi-GPU communication
prometheus_flask_exporter - Prometheus exporter for Flask applications
xla - Enabling PyTorch on XLA Devices (e.g. Google TPU)
pymetrix - A simple Plug and Play Library for getting analytics. See website for docs.
ompi - Open MPI main development repository
code-generator - Web Application to generate your training scripts with PyTorch Ignite