diff options
Diffstat (limited to 'tensorflow/contrib/estimator/python/estimator')
| -rw-r--r-- | tensorflow/contrib/estimator/python/estimator/head.py | 2 | ||||
| -rw-r--r-- | tensorflow/contrib/estimator/python/estimator/replicate_model_fn.py | 4 |
2 files changed, 3 insertions, 3 deletions
diff --git a/tensorflow/contrib/estimator/python/estimator/head.py b/tensorflow/contrib/estimator/python/estimator/head.py index ae2fd8b490..3dcf0374c8 100644 --- a/tensorflow/contrib/estimator/python/estimator/head.py +++ b/tensorflow/contrib/estimator/python/estimator/head.py @@ -485,7 +485,7 @@ class _MultiLabelHead(head_lib._Head): # pylint:disable=protected-access reduction=losses.Reduction.NONE) # Averages loss over classes. unweighted_loss = math_ops.reduce_mean( - unweighted_loss, axis=-1, keep_dims=True) + unweighted_loss, axis=-1, keepdims=True) weights = head_lib._get_weights_and_check_match_logits( # pylint:disable=protected-access, features=features, weight_column=self._weight_column, logits=logits) training_loss = losses.compute_weighted_loss( diff --git a/tensorflow/contrib/estimator/python/estimator/replicate_model_fn.py b/tensorflow/contrib/estimator/python/estimator/replicate_model_fn.py index fa2697800e..a8774d6dab 100644 --- a/tensorflow/contrib/estimator/python/estimator/replicate_model_fn.py +++ b/tensorflow/contrib/estimator/python/estimator/replicate_model_fn.py @@ -456,7 +456,7 @@ def _get_local_devices(device_type): def _split_batch(features, labels, number_of_shards, device): - """Split input features and labes into batches.""" + """Split input features and labels into batches.""" def ensure_divisible_by_shards(sequence): batch_size = ops_lib.convert_to_tensor(sequence).get_shape()[0] @@ -602,7 +602,7 @@ def _local_device_setter(worker_device, ps_devices, ps_strategy): def _scale_tower_loss(tower_spec, loss_reduction, number_of_towers): - """Produce an EstimatorSpec with approproriately scaled loss.""" + """Produce an EstimatorSpec with appropriately scaled loss.""" if tower_spec.loss is None: return tower_spec |