tfl.test_utils.run_training_loop
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Trains models and prints debug info.
tfl.test_utils.run_training_loop(
config,
training_data,
keras_model,
input_dtype=np.float32,
label_dtype=np.float32
)
Args |
config
|
dictionary of test case parameters. See tests for TensorFlow Lattice
layers.
|
training_data
|
tuple: (training_inputs, labels) where
training_inputs and labels are proper data to train models passed via
other parameters.
|
keras_model
|
Keras model to train on training_data.
|
input_dtype
|
dtype for input conversion.
|
label_dtype
|
dtype for label conversion.
|
Returns |
Loss measured on training data and tf.session() if one was initialized
explicitly during training.
|
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Last updated 2024-08-02 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"label":"Out of date"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 2024-08-02 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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-08-02 UTC."],[],[]]