tfmot.sparsity.keras.PruneForLatencyOnXNNPack
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Specifies to prune only 1x1 Conv2D layers in the model.
Inherits From: PruningPolicy
Used in the notebooks
PruneForLatencyOnXNNPack checks that the model contains a subgraph that can
leverage XNNPACK's sparse inference and applies pruning wrapper only to
Conv2D with kernel_size = (1, 1).
Methods
allow_pruning
View source
allow_pruning(
layer
)
Allows to prune only 1x1 Conv2D layers.
ensure_model_supports_pruning
View source
ensure_model_supports_pruning(
model
)
Ensures that the model contains only supported layers.
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Last updated 2023-05-26 UTC.
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View source on GitHub