tfestimators: hook_nan_tensor – R documentation – Quantargo

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hook_nan_tensor

NaN Loss Monitor

Description

Monitors loss and stops training if loss is NaN. Can either fail with exception or just stop training.

Usage

hook_nan_tensor(loss_tensor, fail_on_nan_loss = TRUE)

Arguments

`loss_tensor`	The loss tensor.
`fail_on_nan_loss`	A boolean indicating whether to raise exception when loss is NaN.

See Also

Other session_run_hook wrappers: hook_checkpoint_saver, hook_global_step_waiter, hook_history_saver, hook_logging_tensor, hook_progress_bar, hook_step_counter, hook_stop_at_step, hook_summary_saver, session_run_hook

tfestimators

Interface to 'TensorFlow' Estimators

v1.9.1

Apache License 2.0

Authors

JJ Allaire [aut], Yuan Tang [aut] (<https://orcid.org/0000-0001-5243-233X>), Kevin Ushey [aut], Kevin Kuo [aut, cre] (<https://orcid.org/0000-0001-7803-7901>), Daniel Falbel [ctb, cph], RStudio [cph, fnd], Google Inc. [cph]

Initial release

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