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Include eval_net the validation model in the estimator api #16957
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…che#16957) * Include eval_net the validation model in the estimator api * fix small issue
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* Include eval_net the validation model in the gluon estimator api (#16957) * Include eval_net the validation model in the estimator api * fix small issue * Extend estimator.evaluate() to support event handlers (#16971) * fix unittest failures for the new api interface * Add comments in the code for readability * Remove unused argument val_metrics * merge changes with the master branch * fix some regression errors * fix bugs introduced in the merging phase * Add support of plug and play fit_batch and evaluate_batch (#16982) * Add support of plug and play fit_batch and evaluate_batch * Add check for the validity of the estimator model * Rename estimator model as batch processor * Remove unused import * Add documentation of the batch processor class * refine the documentation of the batch processor * Fix merge bugs * fix bugs introduced during merge * fix sanity check failures * fix CI bugs * Fix Gluon Estimator nightly test (#17042)
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Description
We add validation model eval_net to the base estimator API. Users may use different models during training and validation. In this PR, we make the following contribution:
Fixes issue #16942.