From 34098ccbbbf6379c0bd29a987440b8479c743746 Mon Sep 17 00:00:00 2001
From: Gustaf Rydholm <gustaf.rydholm@gmail.com>
Date: Thu, 29 Jul 2021 23:59:52 +0200
Subject: Configs, refactor with attrs, fix attr bug in iam

---
 text_recognizer/networks/base.py | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)
 create mode 100644 text_recognizer/networks/base.py

(limited to 'text_recognizer/networks/base.py')

diff --git a/text_recognizer/networks/base.py b/text_recognizer/networks/base.py
new file mode 100644
index 0000000..07b6a32
--- /dev/null
+++ b/text_recognizer/networks/base.py
@@ -0,0 +1,18 @@
+"""Base network with required methods."""
+from abc import abstractmethod
+
+import attr
+from torch import nn, Tensor
+
+
+@attr.s
+class BaseNetwork(nn.Module):
+    """Base network."""
+
+    def __attrs_pre_init__(self) -> None:
+        super().__init__()
+
+    @abstractmethod
+    def predict(self, x: Tensor) -> Tensor:
+        """Return token indices for predictions."""
+        ...
-- 
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