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convnext_inverse: add returns; change ordering

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Starbeamrainbowlabs 2022-10-03 16:32:09 +01:00
parent fe813cb46d
commit 6a0790ff50
Signed by: sbrl
GPG key ID: 1BE5172E637709C2
1 changed files with 5 additions and 1 deletions
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6
aimodel/src/lib/ai/components/convnext_inverse.py
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@ -30,11 +30,15 @@ def convnext_inverse(layer_in, depths, dims):
layer_next = block_upscale(layer_next, i, depth=depth, dim=dim) layer_next = block_upscale(layer_next, i, depth=depth, dim=dim)
i += 1 i += 1
return layer_next
def block_upscale(layer_in, block_number, depth, dim): def block_upscale(layer_in, block_number, depth, dim):
layer_next = layer_in layer_next = layer_in
for i in range(depth): for i in range(depth):
layer_next = add_convnext_block(layer_next, dim=dim, prefix=f"cns.stage{block_number}.block.{i}") layer_next = add_convnext_block(layer_next, dim=dim, prefix=f"cns.stage{block_number}.block.{i}")
layer_next = tf.keras.layers.LayerNormalization(name=f"cns.stage{block_number}.end.norm", epsilon=1e-6)(layer_next)
layer_next = tf.keras.layers.Conv2DTranspose(name=f"cns.stage{block_number}.end.convtp", filters=dim, kernel_size=4, padding="same")(layer_next) layer_next = tf.keras.layers.Conv2DTranspose(name=f"cns.stage{block_number}.end.convtp", filters=dim, kernel_size=4, padding="same")(layer_next)
layer_next = tf.keras.layers.LayerNormalization(name=f"cns.stage{block_number}.end.norm", epsilon=1e-6)(layer_next)
return layer_next