Remove all references to 'tensorflow.models' which is no longer correct

tutorials/embedding/__init__.py

@@ -18,4 +18,4 @@ from __future__ import absolute_import
 from __future__ import division
 from __future__ import print_function
 
-from tensorflow.models.embedding import gen_word2vec
+import gen_word2vec

tutorials/embedding/word2vec.py

@@ -42,7 +42,7 @@ from six.moves import xrange  # pylint: disable=redefined-builtin
 import numpy as np
 import tensorflow as tf
 
-from tensorflow.models.embedding import gen_word2vec as word2vec
+import gen_word2vec as word2vec
 
 flags = tf.app.flags
 

tutorials/embedding/word2vec_optimized.py

@@ -41,7 +41,7 @@ from six.moves import xrange  # pylint: disable=redefined-builtin
 import numpy as np
 import tensorflow as tf
 
-from tensorflow.models.embedding import gen_word2vec as word2vec
+import gen_word2vec as word2vec
 
 flags = tf.app.flags
 

tutorials/embedding/word2vec_optimized_test.py

@@ -23,7 +23,7 @@ import os
 
 import tensorflow as tf
 
-from tensorflow.models.embedding import word2vec_optimized
+import word2vec_optimized
 
 flags = tf.app.flags
 

tutorials/embedding/word2vec_test.py

@@ -23,7 +23,7 @@ import os
 
 import tensorflow as tf
 
-from tensorflow.models.embedding import word2vec
+import word2vec
 
 flags = tf.app.flags
 

tutorials/image/alexnet/alexnet_benchmark.py

@@ -17,7 +17,7 @@
 
 To run, use:
   bazel run -c opt --config=cuda \
-      third_party/tensorflow/models/image/alexnet:alexnet_benchmark
+      models/tutorials/image/alexnet:alexnet_benchmark
 
 Across 100 steps on batch size = 128.
 

tutorials/image/cifar10/__init__.py

@@ -18,5 +18,5 @@ from __future__ import absolute_import
 from __future__ import division
 from __future__ import print_function
 
-from tensorflow.models.image.cifar10 import cifar10
-from tensorflow.models.image.cifar10 import cifar10_input
+import cifar10
+import cifar10_input

tutorials/image/cifar10/cifar10.py

@@ -44,7 +44,7 @@ import tarfile
 from six.moves import urllib
 import tensorflow as tf
 
-from tensorflow.models.image.cifar10 import cifar10_input
+import cifar10_input
 
 FLAGS = tf.app.flags.FLAGS
 

tutorials/image/cifar10/cifar10_eval.py

@@ -41,7 +41,7 @@ import time
 import numpy as np
 import tensorflow as tf
 
-from tensorflow.models.image.cifar10 import cifar10
+import cifar10
 
 FLAGS = tf.app.flags.FLAGS
 

tutorials/image/cifar10/cifar10_input_test.py

@@ -23,7 +23,7 @@ import os
 
 import tensorflow as tf
 
-from tensorflow.models.image.cifar10 import cifar10_input
+import cifar10_input
 
 
 class CIFAR10InputTest(tf.test.TestCase):

tutorials/image/cifar10/cifar10_multi_gpu_train.py

@@ -47,7 +47,7 @@ import time
 import numpy as np
 from six.moves import xrange  # pylint: disable=redefined-builtin
 import tensorflow as tf
-from tensorflow.models.image.cifar10 import cifar10
+import cifar10
 
 FLAGS = tf.app.flags.FLAGS
 

tutorials/image/cifar10/cifar10_train.py

@@ -41,7 +41,7 @@ import time
 
 import tensorflow as tf
 
-from tensorflow.models.image.cifar10 import cifar10
+import cifar10
 
 FLAGS = tf.app.flags.FLAGS
 

tutorials/rnn/ptb/__init__.py

@@ -18,4 +18,4 @@ from __future__ import absolute_import
 from __future__ import division
 from __future__ import print_function
 
-from tensorflow.models.rnn.ptb import reader
+import reader

tutorials/rnn/ptb/ptb_word_lm.py

@@ -61,7 +61,7 @@ import time
 import numpy as np
 import tensorflow as tf
 
-from tensorflow.models.rnn.ptb import reader
+import reader
 
 flags = tf.flags
 logging = tf.logging
@@ -126,7 +126,7 @@ class PTBModel(object):
     if is_training and config.keep_prob < 1:
       inputs = tf.nn.dropout(inputs, config.keep_prob)
 
-    # Simplified version of tensorflow.models.rnn.rnn.py's rnn().
+    # Simplified version of models/tutorials/rnn/rnn.py's rnn().
     # This builds an unrolled LSTM for tutorial purposes only.
     # In general, use the rnn() or state_saving_rnn() from rnn.py.
     #

tutorials/rnn/ptb/reader_test.py

@@ -13,7 +13,7 @@
 # limitations under the License.
 # ==============================================================================
 
-"""Tests for tensorflow.models.ptb_lstm.ptb_reader."""
+"""Tests for models.tutorials.rnn.ptb.reader."""
 
 from __future__ import absolute_import
 from __future__ import division
@@ -23,7 +23,7 @@ import os.path
 
 import tensorflow as tf
 
-from tensorflow.models.rnn.ptb import reader
+import reader
 
 
 class PtbReaderTest(tf.test.TestCase):

tutorials/rnn/translate/__init__.py

@@ -18,5 +18,5 @@ from __future__ import absolute_import
 from __future__ import division
 from __future__ import print_function
 
-from tensorflow.models.rnn.translate import data_utils
-from tensorflow.models.rnn.translate import seq2seq_model
+import data_utils
+import seq2seq_model

tutorials/rnn/translate/seq2seq_model.py

@@ -25,7 +25,7 @@ import numpy as np
 from six.moves import xrange  # pylint: disable=redefined-builtin
 import tensorflow as tf
 
-from tensorflow.models.rnn.translate import data_utils
+import data_utils
 
 
 class Seq2SeqModel(object):

tutorials/rnn/translate/translate.py

@@ -42,8 +42,8 @@ import numpy as np
 from six.moves import xrange  # pylint: disable=redefined-builtin
 import tensorflow as tf
 
-from tensorflow.models.rnn.translate import data_utils
-from tensorflow.models.rnn.translate import seq2seq_model
+import data_utils
+import seq2seq_model
 
 
 tf.app.flags.DEFINE_float("learning_rate", 0.5, "Learning rate.")