/
layers.rs
268 lines (267 loc) · 19.8 KB
/
layers.rs
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use once_cell::sync::Lazy;
pub(crate) static RESNET34_LAYERS: Lazy<Vec<&'static str>> = Lazy::new(|| {
vec![
"resnet.embedder.embedder.convolution.weight",
"resnet.embedder.embedder.normalization.weight",
"resnet.embedder.embedder.normalization.bias",
"resnet.embedder.embedder.normalization.running_mean",
"resnet.embedder.embedder.normalization.running_var",
"resnet.embedder.embedder.normalization.num_batches_tracked",
"resnet.embedder.embedder.normalization.num_batches_tracked",
"resnet.encoder.stages.0.layers.0.layer.0.convolution.weight",
"resnet.encoder.stages.0.layers.0.layer.0.normalization.weight",
"resnet.encoder.stages.0.layers.0.layer.0.normalization.bias",
"resnet.encoder.stages.0.layers.0.layer.0.normalization.running_mean",
"resnet.encoder.stages.0.layers.0.layer.0.normalization.running_var",
"resnet.encoder.stages.0.layers.0.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.0.layers.0.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.0.layers.0.layer.1.convolution.weight",
"resnet.encoder.stages.0.layers.0.layer.1.normalization.weight",
"resnet.encoder.stages.0.layers.0.layer.1.normalization.bias",
"resnet.encoder.stages.0.layers.0.layer.1.normalization.running_mean",
"resnet.encoder.stages.0.layers.0.layer.1.normalization.running_var",
"resnet.encoder.stages.0.layers.0.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.0.layers.0.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.0.layers.1.layer.0.convolution.weight",
"resnet.encoder.stages.0.layers.1.layer.0.normalization.weight",
"resnet.encoder.stages.0.layers.1.layer.0.normalization.bias",
"resnet.encoder.stages.0.layers.1.layer.0.normalization.running_mean",
"resnet.encoder.stages.0.layers.1.layer.0.normalization.running_var",
"resnet.encoder.stages.0.layers.1.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.0.layers.1.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.0.layers.1.layer.1.convolution.weight",
"resnet.encoder.stages.0.layers.1.layer.1.normalization.weight",
"resnet.encoder.stages.0.layers.1.layer.1.normalization.bias",
"resnet.encoder.stages.0.layers.1.layer.1.normalization.running_mean",
"resnet.encoder.stages.0.layers.1.layer.1.normalization.running_var",
"resnet.encoder.stages.0.layers.1.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.0.layers.1.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.0.layers.2.layer.0.convolution.weight",
"resnet.encoder.stages.0.layers.2.layer.0.normalization.weight",
"resnet.encoder.stages.0.layers.2.layer.0.normalization.bias",
"resnet.encoder.stages.0.layers.2.layer.0.normalization.running_mean",
"resnet.encoder.stages.0.layers.2.layer.0.normalization.running_var",
"resnet.encoder.stages.0.layers.2.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.0.layers.2.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.0.layers.2.layer.1.convolution.weight",
"resnet.encoder.stages.0.layers.2.layer.1.normalization.weight",
"resnet.encoder.stages.0.layers.2.layer.1.normalization.bias",
"resnet.encoder.stages.0.layers.2.layer.1.normalization.running_mean",
"resnet.encoder.stages.0.layers.2.layer.1.normalization.running_var",
"resnet.encoder.stages.0.layers.2.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.0.layers.2.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.0.layer.0.convolution.weight",
"resnet.encoder.stages.1.layers.0.layer.0.normalization.weight",
"resnet.encoder.stages.1.layers.0.layer.0.normalization.bias",
"resnet.encoder.stages.1.layers.0.layer.0.normalization.running_mean",
"resnet.encoder.stages.1.layers.0.layer.0.normalization.running_var",
"resnet.encoder.stages.1.layers.0.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.0.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.0.layer.1.convolution.weight",
"resnet.encoder.stages.1.layers.0.layer.1.normalization.weight",
"resnet.encoder.stages.1.layers.0.layer.1.normalization.bias",
"resnet.encoder.stages.1.layers.0.layer.1.normalization.running_mean",
"resnet.encoder.stages.1.layers.0.layer.1.normalization.running_var",
"resnet.encoder.stages.1.layers.0.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.0.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.0.shortcut.convolution.weight",
"resnet.encoder.stages.1.layers.0.shortcut.normalization.weight",
"resnet.encoder.stages.1.layers.0.shortcut.normalization.bias",
"resnet.encoder.stages.1.layers.0.shortcut.normalization.running_mean",
"resnet.encoder.stages.1.layers.0.shortcut.normalization.running_var",
"resnet.encoder.stages.1.layers.0.shortcut.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.0.shortcut.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.1.layer.0.convolution.weight",
"resnet.encoder.stages.1.layers.1.layer.0.normalization.weight",
"resnet.encoder.stages.1.layers.1.layer.0.normalization.bias",
"resnet.encoder.stages.1.layers.1.layer.0.normalization.running_mean",
"resnet.encoder.stages.1.layers.1.layer.0.normalization.running_var",
"resnet.encoder.stages.1.layers.1.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.1.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.1.layer.1.convolution.weight",
"resnet.encoder.stages.1.layers.1.layer.1.normalization.weight",
"resnet.encoder.stages.1.layers.1.layer.1.normalization.bias",
"resnet.encoder.stages.1.layers.1.layer.1.normalization.running_mean",
"resnet.encoder.stages.1.layers.1.layer.1.normalization.running_var",
"resnet.encoder.stages.1.layers.1.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.1.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.2.layer.0.convolution.weight",
"resnet.encoder.stages.1.layers.2.layer.0.normalization.weight",
"resnet.encoder.stages.1.layers.2.layer.0.normalization.bias",
"resnet.encoder.stages.1.layers.2.layer.0.normalization.running_mean",
"resnet.encoder.stages.1.layers.2.layer.0.normalization.running_var",
"resnet.encoder.stages.1.layers.2.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.2.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.2.layer.1.convolution.weight",
"resnet.encoder.stages.1.layers.2.layer.1.normalization.weight",
"resnet.encoder.stages.1.layers.2.layer.1.normalization.bias",
"resnet.encoder.stages.1.layers.2.layer.1.normalization.running_mean",
"resnet.encoder.stages.1.layers.2.layer.1.normalization.running_var",
"resnet.encoder.stages.1.layers.2.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.2.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.3.layer.0.convolution.weight",
"resnet.encoder.stages.1.layers.3.layer.0.normalization.weight",
"resnet.encoder.stages.1.layers.3.layer.0.normalization.bias",
"resnet.encoder.stages.1.layers.3.layer.0.normalization.running_mean",
"resnet.encoder.stages.1.layers.3.layer.0.normalization.running_var",
"resnet.encoder.stages.1.layers.3.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.3.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.3.layer.1.convolution.weight",
"resnet.encoder.stages.1.layers.3.layer.1.normalization.weight",
"resnet.encoder.stages.1.layers.3.layer.1.normalization.bias",
"resnet.encoder.stages.1.layers.3.layer.1.normalization.running_mean",
"resnet.encoder.stages.1.layers.3.layer.1.normalization.running_var",
"resnet.encoder.stages.1.layers.3.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.1.layers.3.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.0.layer.0.convolution.weight",
"resnet.encoder.stages.2.layers.0.layer.0.normalization.weight",
"resnet.encoder.stages.2.layers.0.layer.0.normalization.bias",
"resnet.encoder.stages.2.layers.0.layer.0.normalization.running_mean",
"resnet.encoder.stages.2.layers.0.layer.0.normalization.running_var",
"resnet.encoder.stages.2.layers.0.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.0.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.0.layer.1.convolution.weight",
"resnet.encoder.stages.2.layers.0.layer.1.normalization.weight",
"resnet.encoder.stages.2.layers.0.layer.1.normalization.bias",
"resnet.encoder.stages.2.layers.0.layer.1.normalization.running_mean",
"resnet.encoder.stages.2.layers.0.layer.1.normalization.running_var",
"resnet.encoder.stages.2.layers.0.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.0.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.0.shortcut.convolution.weight",
"resnet.encoder.stages.2.layers.0.shortcut.normalization.weight",
"resnet.encoder.stages.2.layers.0.shortcut.normalization.bias",
"resnet.encoder.stages.2.layers.0.shortcut.normalization.running_mean",
"resnet.encoder.stages.2.layers.0.shortcut.normalization.running_var",
"resnet.encoder.stages.2.layers.0.shortcut.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.0.shortcut.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.1.layer.0.convolution.weight",
"resnet.encoder.stages.2.layers.1.layer.0.normalization.weight",
"resnet.encoder.stages.2.layers.1.layer.0.normalization.bias",
"resnet.encoder.stages.2.layers.1.layer.0.normalization.running_mean",
"resnet.encoder.stages.2.layers.1.layer.0.normalization.running_var",
"resnet.encoder.stages.2.layers.1.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.1.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.1.layer.1.convolution.weight",
"resnet.encoder.stages.2.layers.1.layer.0.normalization.weight",
"resnet.encoder.stages.2.layers.1.layer.1.normalization.bias",
"resnet.encoder.stages.2.layers.1.layer.1.normalization.running_mean",
"resnet.encoder.stages.2.layers.1.layer.1.normalization.running_var",
"resnet.encoder.stages.2.layers.1.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.1.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.1.layer.1.convolution.weight",
"resnet.encoder.stages.2.layers.1.layer.1.normalization.weight",
"resnet.encoder.stages.2.layers.1.layer.1.normalization.bias",
"resnet.encoder.stages.2.layers.1.layer.1.normalization.running_mean",
"resnet.encoder.stages.2.layers.1.layer.1.normalization.running_var",
"resnet.encoder.stages.2.layers.1.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.1.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.2.layer.0.convolution.weight",
"resnet.encoder.stages.2.layers.2.layer.0.normalization.weight",
"resnet.encoder.stages.2.layers.2.layer.0.normalization.bias",
"resnet.encoder.stages.2.layers.2.layer.0.normalization.running_mean",
"resnet.encoder.stages.2.layers.2.layer.0.normalization.running_var",
"resnet.encoder.stages.2.layers.2.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.2.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.2.layer.1.convolution.weight",
"resnet.encoder.stages.2.layers.2.layer.1.normalization.weight",
"resnet.encoder.stages.2.layers.2.layer.1.normalization.bias",
"resnet.encoder.stages.2.layers.2.layer.1.normalization.running_mean",
"resnet.encoder.stages.2.layers.2.layer.1.normalization.running_var",
"resnet.encoder.stages.2.layers.2.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.2.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.3.layer.0.convolution.weight",
"resnet.encoder.stages.2.layers.3.layer.0.normalization.weight",
"resnet.encoder.stages.2.layers.3.layer.0.normalization.bias",
"resnet.encoder.stages.2.layers.3.layer.0.normalization.running_mean",
"resnet.encoder.stages.2.layers.3.layer.0.normalization.running_var",
"resnet.encoder.stages.2.layers.3.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.3.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.3.layer.1.convolution.weight",
"resnet.encoder.stages.2.layers.3.layer.1.normalization.weight",
"resnet.encoder.stages.2.layers.3.layer.1.normalization.bias",
"resnet.encoder.stages.2.layers.3.layer.1.normalization.running_mean",
"resnet.encoder.stages.2.layers.3.layer.1.normalization.running_var",
"resnet.encoder.stages.2.layers.3.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.3.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.4.layer.0.convolution.weight",
"resnet.encoder.stages.2.layers.4.layer.0.normalization.weight",
"resnet.encoder.stages.2.layers.4.layer.0.normalization.bias",
"resnet.encoder.stages.2.layers.4.layer.0.normalization.running_mean",
"resnet.encoder.stages.2.layers.4.layer.0.normalization.running_var",
"resnet.encoder.stages.2.layers.4.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.4.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.4.layer.1.convolution.weight",
"resnet.encoder.stages.2.layers.4.layer.1.normalization.weight",
"resnet.encoder.stages.2.layers.4.layer.1.normalization.bias",
"resnet.encoder.stages.2.layers.4.layer.1.normalization.running_mean",
"resnet.encoder.stages.2.layers.4.layer.1.normalization.running_var",
"resnet.encoder.stages.2.layers.4.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.4.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.5.layer.0.convolution.weight",
"resnet.encoder.stages.2.layers.5.layer.0.normalization.weight",
"resnet.encoder.stages.2.layers.5.layer.0.normalization.bias",
"resnet.encoder.stages.2.layers.5.layer.0.normalization.running_mean",
"resnet.encoder.stages.2.layers.5.layer.0.normalization.running_var",
"resnet.encoder.stages.2.layers.5.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.2.layers.5.layer.0.normalization.num_batches_tracked",
// TODO: Figure out why these were skipped in the model, no bueno
// "resnet.encoder.stages.2.layers.5.layer.1.convolution.weight",
// "resnet.encoder.stages.2.layers.5.layer.1.normalization.weight",
// "resnet.encoder.stages.2.layers.5.layer.1.normalization.bias",
// "resnet.encoder.stages.2.layers.5.layer.1.normalization.running_mean",
// "resnet.encoder.stages.2.layers.5.layer.1.normalization.running_var",
// "resnet.encoder.stages.2.layers.5.layer.1.normalization.num_batches_tracked",
// "resnet.encoder.stages.2.layers.5.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.3.layers.0.layer.0.convolution.weight",
"resnet.encoder.stages.3.layers.0.layer.0.normalization.weight",
"resnet.encoder.stages.3.layers.0.layer.0.normalization.bias",
"resnet.encoder.stages.3.layers.0.layer.0.normalization.running_mean",
"resnet.encoder.stages.3.layers.0.layer.0.normalization.running_var",
"resnet.encoder.stages.3.layers.0.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.3.layers.0.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.3.layers.0.layer.1.convolution.weight",
"resnet.encoder.stages.3.layers.0.layer.1.normalization.weight",
"resnet.encoder.stages.3.layers.0.layer.1.normalization.bias",
"resnet.encoder.stages.3.layers.0.layer.1.normalization.running_mean",
"resnet.encoder.stages.3.layers.0.layer.1.normalization.running_var",
"resnet.encoder.stages.3.layers.0.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.3.layers.0.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.3.layers.0.shortcut.convolution.weight",
"resnet.encoder.stages.3.layers.0.shortcut.normalization.weight",
"resnet.encoder.stages.3.layers.0.shortcut.normalization.bias",
"resnet.encoder.stages.3.layers.0.shortcut.normalization.running_mean",
"resnet.encoder.stages.3.layers.0.shortcut.normalization.running_var",
"resnet.encoder.stages.3.layers.0.shortcut.normalization.num_batches_tracked",
"resnet.encoder.stages.3.layers.0.shortcut.normalization.num_batches_tracked",
"resnet.encoder.stages.3.layers.1.layer.0.convolution.weight",
"resnet.encoder.stages.3.layers.1.layer.0.normalization.weight",
"resnet.encoder.stages.3.layers.1.layer.0.normalization.bias",
"resnet.encoder.stages.3.layers.1.layer.0.normalization.running_mean",
"resnet.encoder.stages.3.layers.1.layer.0.normalization.running_var",
"resnet.encoder.stages.3.layers.1.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.3.layers.1.layer.0.normalization.num_batches_tracked",
"resnet.encoder.stages.3.layers.1.layer.1.convolution.weight",
"resnet.encoder.stages.3.layers.1.layer.1.normalization.weight",
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"resnet.encoder.stages.3.layers.2.layer.0.normalization.bias",
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"resnet.encoder.stages.3.layers.2.layer.1.normalization.num_batches_tracked",
"resnet.encoder.stages.3.layers.2.layer.1.normalization.num_batches_tracked",
"classifier.1.weight",
"classifier.1.bias",
]
});