Models: about earlystopping

[hongym7]

I run object detection API.
I wanna use 'early stopping' API.

Below

early_stopping = tf.contrib.estimator.stop_if_no_decrease_hook(
    estimator,
    metric_name='loss_1',
    max_steps_without_decrease=1
)

train_spec, eval_specs = model_lib.create_train_and_eval_specs(
    train_input_fn,
    early_stopping,
    eval_input_fns,
    eval_on_train_input_fn,
    predict_input_fn,
    train_steps,
    eval_on_train_data=False)

I changed metric_name to 'loss_1', 'total_loss', 'loss'.
But I can't use early stopping function.
Help me.

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[hongym7]

https://github.com/hongym7/early_stopping

[tensUser]

Hi @hongym7, I am having the same problem of implementing early stopping in tensorflow object detection API. Is it working now or have you found a solution?

[xxllp]

help need

[tensorflowbutler]

Hi There,
We are checking to see if you still need help on this, as this seems to be considerably old issue. Please update this issue with the latest information, code snippet to reproduce your issue and error you are seeing.
If we don't hear from you in the next 7 days, this issue will be closed automatically. If you don't need help on this issue any more, please consider closing this.