Add conformer

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