Introducing LiteRT: Google's high-performance runtime for on-device AI, formerly known as TensorFlow Lite.
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tflite_support.metadata.MetadataDisplayer
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Displays metadata and associated file info in human-readable format.
tflite_support.metadata.MetadataDisplayer(
model_buffer, metadata_buffer, associated_file_list
)
Args |
model_buffer
|
valid buffer of the model file.
|
metadata_buffer
|
valid buffer of the metadata file.
|
associated_file_list
|
list of associate files in the model file.
|
Methods
get_associated_file_buffer
View source
get_associated_file_buffer(
filename
)
Get the specified associated file content in bytearray.
Args |
filename
|
name of the file to be extracted.
|
Returns |
The file content in bytearray.
|
Raises |
ValueError
|
if the file does not exist in the model.
|
View source
get_metadata_buffer()
Get the metadata buffer in bytearray out from the model.
View source
get_metadata_json()
Converts the metadata into a json string.
get_packed_associated_file_list
View source
get_packed_associated_file_list()
Returns a list of associated files that are packed in the model.
Returns |
A name list of associated files.
|
with_model_buffer
View source
@classmethod
with_model_buffer(
model_buffer
)
Creates a MetadataDisplayer object for a file buffer.
Args |
model_buffer
|
TensorFlow Lite model buffer in bytearray.
|
Returns |
MetadataDisplayer object.
|
with_model_file
View source
@classmethod
with_model_file(
model_file
)
Creates a MetadataDisplayer object for the model file.
Args |
model_file
|
valid path to a TensorFlow Lite model file.
|
Returns |
MetadataDisplayer object.
|
Raises |
IOError
|
File not found.
|
ValueError
|
The model does not have metadata.
|
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Last updated 2024-05-08 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"label":"Out of date"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 2024-05-08 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 2024-05-08 UTC."],[],[]]