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Kunal Bhalla

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Lightning Talk: Building Intermediate Logging for PyTorchPyTorch Conference 20232023-10-16
An API captures module arguments, parameters, buffers, outputs and gradients that works across TorchScript, torch.compile, Torch FX, torch.package and plain…
Lightning on
ML Monitoring & ObservabilityData @Scale Spring 20222022-05-18
Meta diagnoses spikes in normalized entropy (any) explosions by correlating training logs, feature stats and lineage, and automates fixes like hyperparameter…
Talk on
Android Battery @ Facebookdroidcon San Francisco 20172017-11-05
Shows how Facebook measures battery in production by instrumenting CPU frequency, radio bytes and tail time, camera open time, location accuracy and wake…
Talk on
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