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f286356e06
* add pages about examples on training language models with fairseq and ray autoscaler * better format * update ray_train.sh * Move EFS to the autoscaler file * nits * add comments to the code & use a new way to implement checkpoint hook * small bug fix * polish the doc * fix formatting * yaml * update docs * fix the bugs and add preprocess.sh * fix lint * Reduce batch size & fix lint * shorttitle
38 lines
1.3 KiB
ReStructuredText
38 lines
1.3 KiB
ReStructuredText
Examples Overview
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=================
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.. customgalleryitem::
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:tooltip: Build a simple parameter server using Ray.
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:figure: /images/param_actor.png
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:description: :doc:`/auto_examples/plot_parameter_server`
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.. customgalleryitem::
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:tooltip: Asynchronous Advantage Actor Critic agent using Ray.
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:figure: /images/a3c.png
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:description: :doc:`/auto_examples/plot_example-a3c`
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.. customgalleryitem::
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:tooltip: Simple parallel asynchronous hyperparameter evaluation.
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:figure: /images/hyperparameter.png
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:description: :doc:`/auto_examples/plot_hyperparameter`
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.. customgalleryitem::
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:tooltip: Parallelizing a policy gradient calculation on OpenAI Gym Pong.
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:figure: /images/pong.png
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:description: :doc:`/auto_examples/plot_pong_example`
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.. customgalleryitem::
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:tooltip: Walkthrough of parallelizing the L-BFGS algorithm.
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:description: :doc:`/auto_examples/plot_lbfgs`
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.. customgalleryitem::
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:tooltip: Implementing a simple news reader using Ray.
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:description: :doc:`/auto_examples/plot_newsreader`
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.. customgalleryitem::
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:tooltip: Implement a simple streaming application using Ray’s actors.
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:description: :doc:`/auto_examples/plot_streaming`
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.. customgalleryitem::
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:tooltip: Distributed Fault-Tolerant BERT training for FAIRSeq using Ray.
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:description: :doc:`/auto_examples/plot_example-lm`
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