fastports

smdebug-rulesconfig 1.0.1

misc/py-smdebug-rulesconfig

SageMaker: SMDebug RulesConfig (library for Amazon Sagemaker)

Category
misc
Maintainer
yuri@FreeBSD.org
WWW
https://github.com/awslabs/sagemaker-debugger-rulesconfig
License
APACHE20
USES
python

Description

Amazon SageMaker Debugger is designed to be a debugger for machine learning
models. It lets you go beyond just looking at scalars like losses and
accuracies during training and gives you full visibility into all tensors
'flowing through the graph' during training or inference.

Amazon SageMaker Debugger RulesConfig provides a mapping of builtin rules with
default configurations. These configurations will affect both DebugHookConfig
and DebugRuleConfigurations in the Amazon SageMaker Python SDK.

This library, intended to be used with Amazon SageMaker Python SDK, helps you
specify builtin rules without worrying about any details or tweak the
configuration of builtin rules. These builtin rules are available in Amazon
SageMaker.

Dependencies

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