diff options
Diffstat (limited to 'tensorflow/python/ops/parsing_ops.py')
| -rw-r--r-- | tensorflow/python/ops/parsing_ops.py | 58 |
1 files changed, 30 insertions, 28 deletions
diff --git a/tensorflow/python/ops/parsing_ops.py b/tensorflow/python/ops/parsing_ops.py index a6408f9f0a..87148af2fd 100644 --- a/tensorflow/python/ops/parsing_ops.py +++ b/tensorflow/python/ops/parsing_ops.py @@ -88,12 +88,12 @@ def parse_example(serialized, ``` serialized = [ - features: - { feature: [ key: { "ft" value: float_list: { value: [1.0, 2.0] } } ] }, - features: - { feature: [] }, - features: - { feature: [ key: { "ft" value: float_list: { value: [3.0] } } ] } + features + { feature { key: "ft" value { float_list { value: [1.0, 2.0] } } } }, + features + { feature []}, + features + { feature { key: "ft" value { float_list { value: [3.0] } } } ] ``` @@ -109,14 +109,14 @@ def parse_example(serialized, ``` [ - features: { - feature: { key: "kw" value: { bytes_list: { value: [ "knit", "big" ] } } } - feature: { key: "gps" value: { float_list: { value: [] } } } + features { + feature { key: "kw" value { bytes_list { value: [ "knit", "big" ] } } } + feature { key: "gps" value { float_list { value: [] } } } }, - features: { - feature: { key: "kw" value: { bytes_list: { value: [ "emmy" ] } } } - feature: { key: "dank" value: { int64_list: { value: [ 42 ] } } } - feature: { key: "gps" value: { } } + features { + feature { key: "kw" value { bytes_list { value: [ "emmy" ] } } } + feature { key: "dank" value { int64_list { value: [ 42 ] } } } + feature { key: "gps" value { } } } ] ``` @@ -152,13 +152,13 @@ def parse_example(serialized, ``` [ - features: { - feature: { key: "age" value: { int64_list: { value: [ 0 ] } } } - feature: { key: "gender" value: { bytes_list: { value: [ "f" ] } } } + features { + feature { key: "age" value { int64_list { value: [ 0 ] } } } + feature { key: "gender" value { bytes_list { value: [ "f" ] } } } }, - features: { - feature: { key: "age" value: { int64_list: { value: [] } } } - feature: { key: "gender" value: { bytes_list: { value: [ "f" ] } } } + features { + feature { key: "age" value { int64_list { value: [] } } } + feature { key: "gender" value { bytes_list { value: [ "f" ] } } } } ] ``` @@ -204,6 +204,8 @@ def parse_example(serialized, The keys of the dict must match the dense_keys of the feature. dense_shapes: A list of tuples with the same length as `dense_keys`. The shape of the data for each dense feature referenced by `dense_keys`. + Required for any input tensors identified by dense_keys whose shapes are + anything other than [] or [1]. name: A name for this operation (optional). Returns: @@ -297,22 +299,22 @@ def parse_single_example(serialized, # pylint: disable=invalid-name For `SparseTensor`s, the first (batch) column of the indices matrix is removed (the indices matrix is a column vector), the values vector is unchanged, and - the first (batch_size) entry of the shape vector is removed (it is now a + the first (`batch_size`) entry of the shape vector is removed (it is now a single element vector). See also `parse_example`. Args: serialized: A scalar string Tensor, a single serialized Example. - See parse_example documentation for more details. + See `parse_example` documentation for more details. names: (Optional) A scalar string Tensor, the associated name. - See parse_example documentation for more details. - sparse_keys: See parse_example documentation for more details. - sparse_types: See parse_example documentation for more details. - dense_keys: See parse_example documentation for more details. - dense_types: See parse_example documentation for more details. - dense_defaults: See parse_example documentation for more details. - dense_shapes: See parse_example documentation for more details. + See `parse_example` documentation for more details. + sparse_keys: See `parse_example` documentation for more details. + sparse_types: See `parse_example` documentation for more details. + dense_keys: See `parse_example` documentation for more details. + dense_types: See `parse_example` documentation for more details. + dense_defaults: See `parse_example` documentation for more details. + dense_shapes: See `parse_example` documentation for more details. name: A name for this operation (optional). Returns: |