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Nathalie Rauschmayr

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At the age of AI and MLConf42 Chaos Engineering 20222022-03-10
Shows a concrete pipeline that detects adversarial inputs by capturing layer activations with SageMaker Debugger, comparing training vs inference…
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Gain better insights while training ML models with SageMaker DebuggerAWS Machine Learning Summit 20212021-06-02
SageMaker Debugger captures weights, gradients and activations with zero-code change and uploads snapshots (default every 500 steps) to S3 while a separate…
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Train ML models faster with better insights using Amazon SageMaker DebuggerAWS re:Invent 20202020-11-30
Amazon SageMaker Debugger captures full tensors and system metrics during training, runs built‑in rules to flag overfitting, vanishing gradients, CPU/IO…
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