tf.train.BytesList
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Used in tf.train.Example
protos. Holds a list of byte-strings.
An Example
proto is a representation of the following python type:
Dict[str,
Union[List[bytes],
List[int64],
List[float]]]
This proto implements the List[bytes]
portion.
from google.protobuf import text_format
example = text_format.Parse('''
features {
feature {key: "my_feature"
value {bytes_list {value: ['abc', '12345' ]} } }
}''',
tf.train.Example())
example.features.feature['my_feature'].bytes_list.value
["abc", "12345"]
Use tf.io.parse_example
to extract tensors from a serialized Example
proto:
tf.io.parse_example(
example.SerializeToString(),
features = {'my_feature': tf.io.RaggedFeature(dtype=tf.string)})
{'my_feature': <tf.Tensor: shape=(2,), dtype=string,
numpy=array([b'abc', b'12345'], dtype=object)>}
See the tf.train.Example
guide for usage details.
Attributes |
value
|
repeated bytes value
|
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Last updated 2023-03-17 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2023-03-17 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2023-03-17 UTC."],[],[]]