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[Question] some basic question

Open cxchen100 opened this issue 5 years ago • 1 comments

I have use adanet in my tensorflow code which have two candidate model_A and model_B.

by the tensorboard auc curve , find model_A is better then model_B

now I am not sure the exporter is the best model 's ouput or combine two model's effective ?

If I output this tf.estimator 's export to the production . what may get ?

cxchen100 avatar May 13 '19 12:05 cxchen100

@cxchen100 In your TensorBoard you'll see three kinds of curves: .*subnetwork.*, .*ensemble.*, and a couple like <model_dir>/eval. The .*ensemble.* models are the only candidates that will be considered for serving. AdaNet tracks the moving average of their training loss to determine which is the best candidate at any given step. The <model_dir>/eval line in TensorBoard follows the current 'best' candidate according to AdaNet.

cweill avatar May 13 '19 16:05 cweill