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March 6, 2018 16:02
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| head = tf.contrib.estimator.binary_classification_head() | |
| optimizer = tf.train.AdamOptimizer() | |
| def _train_op_fn(loss): | |
| tf.summary.scalar('loss', loss) | |
| return optimizer.minimize( | |
| loss=loss, | |
| global_step=tf.train.get_global_step()) | |
| return head.create_estimator_spec( | |
| features=features, | |
| labels=labels, | |
| mode=mode, | |
| logits=logits, | |
| train_op_fn=_train_op_fn) |
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