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-rw-r--r--text_recognizer/networks/conformer/conformer.py17
1 files changed, 17 insertions, 0 deletions
diff --git a/text_recognizer/networks/conformer/conformer.py b/text_recognizer/networks/conformer/conformer.py
new file mode 100644
index 0000000..d56955e
--- /dev/null
+++ b/text_recognizer/networks/conformer/conformer.py
@@ -0,0 +1,17 @@
+"""Conformer module."""
+from copy import deepcopy
+
+from torch import nn, Tensor
+
+from text_recognizer.networks.conformer.block import ConformerBlock
+
+
+class Conformer(nn.Module):
+ def __init__(self, block: ConformerBlock, depth: int) -> None:
+ super().__init__()
+ self.blocks = nn.ModuleList([deepcopy(block) for _ in range(depth)])
+
+ def forward(self, x: Tensor) -> Tensor:
+ for fn in self.blocks:
+ x = fn(x)
+ return x