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Fix typos #11895

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merged 1 commit into from Jul 31, 2017
Merged

Fix typos #11895

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2 changes: 1 addition & 1 deletion tensorflow/contrib/seq2seq/python/ops/attention_wrapper.py
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Expand Up @@ -299,7 +299,7 @@ def _luong_score(query, keys, scale):
# [batch_size, 1, depth] . [batch_size, depth, max_time]
# resulting in an output shape of:
# [batch_time, 1, max_time].
# we then squeee out the center singleton dimension.
# we then squeeze out the center singleton dimension.
score = math_ops.matmul(query, keys, transpose_b=True)
score = array_ops.squeeze(score, [1])

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24 changes: 12 additions & 12 deletions tensorflow/python/debug/lib/debug_data.py
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Expand Up @@ -1397,7 +1397,7 @@ def node_attributes(self, node_name, device_name=None):
Args:
node_name: Name of the node in question.
device_name: (`str`) name of the device. If there is only one device or if
node_name exists on only one device, this argumnet is optional.
node_name exists on only one device, this argument is optional.

Returns:
Attributes of the node.
Expand All @@ -1419,7 +1419,7 @@ def node_inputs(self, node_name, is_control=False, device_name=None):
is_control: (`bool`) Whether control inputs, rather than non-control
inputs, are to be returned.
device_name: (`str`) name of the device. If there is only one device or if
node_name exists on only one device, this argumnet is optional.
node_name exists on only one device, this argument is optional.

Returns:
(`list` of `str`) inputs to the node, as a list of node names.
Expand Down Expand Up @@ -1455,7 +1455,7 @@ def transitive_inputs(self,
the source (e.g., A in this case). So the reverse direction of the ref
edge reflects the direction of information flow.
device_name: (`str`) name of the device. If there is only one device or if
node_name exists on only one device, this argumnet is optional.
node_name exists on only one device, this argument is optional.

Returns:
(`list` of `str`) all transitive inputs to the node, as a list of node
Expand Down Expand Up @@ -1524,7 +1524,7 @@ def find_some_path(self,
the source (e.g., A in this case). So the reverse direction of the ref
edge reflects the direction of information flow.
device_name: (`str`) name of the device. If there is only one device or if
node_name exists on only one device, this argumnet is optional.
node_name exists on only one device, this argument is optional.

Returns:
A path from the src_node_name to dst_node_name, as a `list` of `str`, if
Expand Down Expand Up @@ -1581,7 +1581,7 @@ def node_recipients(self, node_name, is_control=False, device_name=None):
is_control: (`bool`) whether control outputs, rather than non-control
outputs, are to be returned.
device_name: (`str`) name of the device. If there is only one device or if
node_name exists on only one device, this argumnet is optional.
node_name exists on only one device, this argument is optional.

Returns:
(`list` of `str`) all inputs to the node, as a list of node names.
Expand Down Expand Up @@ -1675,7 +1675,7 @@ def node_op_type(self, node_name, device_name=None):
Args:
node_name: (`str`) name of the node.
device_name: (`str`) name of the device. If there is only one device or if
node_name exists on only one device, this argumnet is optional.
node_name exists on only one device, this argument is optional.

Returns:
(`str`) op type of the node.
Expand All @@ -1698,7 +1698,7 @@ def debug_watch_keys(self, node_name, device_name=None):
Args:
node_name: (`str`) name of the node.
device_name: (`str`) name of the device. If there is only one device or if
node_name exists on only one device, this argumnet is optional.
node_name exists on only one device, this argument is optional.

Returns:
(`list` of `str`) all debug tensor watch keys. Returns an empty list if
Expand Down Expand Up @@ -1732,7 +1732,7 @@ def watch_key_to_data(self, debug_watch_key, device_name=None):
Args:
debug_watch_key: (`str`) debug watch key.
device_name: (`str`) name of the device. If there is only one device or if
the specified debug_watch_key exists on only one device, this argumnet
the specified debug_watch_key exists on only one device, this argument
is optional.

Returns:
Expand Down Expand Up @@ -1813,7 +1813,7 @@ def get_tensor_file_paths(self,
output_slot: (`int`) output slot index of tensor.
debug_op: (`str`) name of the debug op.
device_name: (`str`) name of the device. If there is only one device or if
the specified debug_watch_key exists on only one device, this argumnet
the specified debug_watch_key exists on only one device, this argument
is optional.

Returns:
Expand Down Expand Up @@ -1846,7 +1846,7 @@ def get_tensors(self, node_name, output_slot, debug_op, device_name=None):
output_slot: (`int`) output slot index of tensor.
debug_op: (`str`) name of the debug op.
device_name: (`str`) name of the device. If there is only one device or if
the specified debug_watch_key exists on only one device, this argumnet
the specified debug_watch_key exists on only one device, this argument
is optional.

Returns:
Expand Down Expand Up @@ -1884,7 +1884,7 @@ def get_rel_timestamps(self,
output_slot: (`int`) output slot index of tensor.
debug_op: (`str`) name of the debug op.
device_name: (`str`) name of the device. If there is only one device or if
the specified debug_watch_key exists on only one device, this argumnet
the specified debug_watch_key exists on only one device, this argument
is optional.

Returns:
Expand Down Expand Up @@ -1918,7 +1918,7 @@ def get_dump_sizes_bytes(self,
output_slot: (`int`) output slot index of tensor.
debug_op: (`str`) name of the debug op.
device_name: (`str`) name of the device. If there is only one device or if
the specified debug_watch_key exists on only one device, this argumnet
the specified debug_watch_key exists on only one device, this argument
is optional.

Returns:
Expand Down
2 changes: 1 addition & 1 deletion tensorflow/stream_executor/lib/demangle.cc
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Expand Up @@ -41,7 +41,7 @@ string Demangle(const char *mangled) {
#if HAS_CXA_DEMANGLE
result = abi::__cxa_demangle(mangled, nullptr, nullptr, &status);
#endif
if (status == 0 && result != nullptr) { // Demangling succeeeded.
if (status == 0 && result != nullptr) { // Demangling succeeded.
demangled.append(result);
free(result);
}
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2 changes: 1 addition & 1 deletion tensorflow/tools/api/lib/python_object_to_proto_visitor.py
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Expand Up @@ -13,7 +13,7 @@
# limitations under the License.
#
# ==============================================================================
"""A visitor class that generates protobufs for each pyton object."""
"""A visitor class that generates protobufs for each python object."""

from __future__ import absolute_import
from __future__ import division
Expand Down