Nicholas Cilfone

```toml [tool.portray.mkdocs] repo_url = "https://github.com/fidelity/spock" markdown_extensions = ["pymdownx.superfences", "pymdownx.highlight"] ``` See here for an example: https://fidelity.github.io/spock/reference/spock/addons/s3/utils/

Fixed CUDA error

1

Fixes #70 fatal error: cuda_runtime_api.h: No such file or directory

Support for SM tuner within hyperparameter tuning support. See `HyperparameterTuner` within the SM docs [here](https://sagemaker.readthedocs.io/en/stable/api/training/tuner.html)

[WIP] Minimal changes necessary for Spock integration

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Encompasses the minimal amount of changes needed to integrate Spock. Unit tests adjusted for all changes. 100% pass. The only fundamental change to the API is that TreeBandit parameters are...

Add support for AWS Sagemaker Endpoint Resources

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∙ 3 are not supported yet, see https://infracost.io/requested-resources: ∙ 1 x aws_sagemaker_endpoint ∙ 1 x aws_sagemaker_endpoint_configuration ∙ 1 x aws_sagemaker_model

Portray seems to have limited dev support. Issues with code syntax highlighting haven't been addressed and the autodocs are not picking up `@property` decorated attributes on classes. Suggestion is to...

[Known Issue] Deepspeed multiple loss support

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If running with multiple losses Deepseep will currently fail as `retain_graph` is not passed to the `backward` call within the Deepspeed engine thus preventing multiple backward calls within `stoke`. Please...

Error with async vs non async design

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> The synchronous version just calls the async version in a loop. Per the docs: https://futurehouse.gitbook.io/futurehouse-cookbook/paperqa#async This can cause issues if there is already an event loop running since the...