From 6223bab54c732bfc42454076e1ca21ae49fa4e13 Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Mon, 30 Oct 2023 12:29:05 -0500
Subject: [PATCH] snapshot...
---
modules/deeplearning/icing_fcn.py | 8 +++++++-
1 file changed, 7 insertions(+), 1 deletion(-)
diff --git a/modules/deeplearning/icing_fcn.py b/modules/deeplearning/icing_fcn.py
index b5706202..d1d9d3f2 100644
--- a/modules/deeplearning/icing_fcn.py
+++ b/modules/deeplearning/icing_fcn.py
@@ -1017,7 +1017,13 @@ class IcingIntensityFCN:
cnn = self.build_cnn()
print(cnn.shape, self.inputs[1].shape)
if self.USE_FLIGHT_ALTITUDE:
- cnn = tf.keras.layers.concatenate([cnn, self.inputs[1]])
+ # cnn = tf.keras.layers.concatenate([cnn, self.inputs[1]])
+ # -- experimental
+ cnn_shape = cnn.shape
+ falt = tf.zeros((cnn_shape[0], cnn_shape[1] // 16, cnn_shape[2] // 16, 5))
+ falt[:, :, :, :] = self.inputs[1][:, 0, 0, :]
+ cnn = tf.keras.layers.concatenate([cnn, falt])
+ # ------------------------------------------------------------
self.build_fcl(cnn)
self.model = tf.keras.Model(self.inputs, self.logits)
--
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