Lines Matching refs:dataset
84 dataset to combine in a single batch.
88 and (optional) `reader_args` and returns a `Dataset` of Examples.
92 dataset. If None, cycles through the dataset forever.
101 dataset = reader(filenames, *reader_args)
103 dataset = reader(filenames)
104 if dataset.output_types == (dtypes.string, dtypes.string):
105 dataset = dataset.map(lambda _, v: v)
107 dataset = dataset.repeat(num_epochs)
109 dataset = dataset.shuffle(capacity)
110 dataset = dataset.batch(batch_size)
111 dataset = dataset.map(lambda x: parsing_ops.parse_example(x, features))
112 dataset = dataset.prefetch(1)
113 iterator = dataset.make_one_shot_iterator()
149 class SqlDataset(dataset_ops.Dataset):
150 """A `Dataset` consisting of the results from a SQL query."""
159 dataset = tf.contrib.data.SqlDataset("sqlite", "/foo/bar.sqlite3",
162 iterator = dataset.make_one_shot_iterator()
