tfm.core.actions.PruningAction
Stay organized with collections
Save and categorize content based on your preferences.
Train action to updates pruning related information.
tfm.core.actions.PruningAction(
export_dir: str,
model: tf.keras.Model,
optimizer: tf.keras.optimizers.Optimizer
)
This action updates pruning steps at the end of trainig loop, and log
pruning metrics to tensorboard.
This action must be used when training a pruned model to avoid pruning error.
Args |
export_dir
|
str for the export directory of the pruning summaries.
|
model
|
tf.keras.Model model instance used for training. This will be
used to assign a pruning step to each prunable weight.
|
optimizer
|
tf.keras.optimizers.Optimizer optimizer instance used for
training. This will be used to find the current training steps.
|
Methods
__call__
View source
__call__(
output: orbit.runner.Output
)
Update pruning step and log pruning summaries.
Args |
output
|
The train output.
|
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates. Some content is licensed under the numpy license.
Last updated 2024-02-02 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"label":"Out of date"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 2024-02-02 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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-02-02 UTC."],[],[]]