From 64f34c0e1f43da11c3ee348d9666c8395582994a Mon Sep 17 00:00:00 2001
From: Falco Weichselbaum <f.weichselbaum@fz-juelich.de>
Date: Mon, 25 Oct 2021 12:35:11 +0200
Subject: [PATCH] 'adam' to 'Adam' fix
---
mlair/model_modules/advanced_paddings.py | 2 +-
mlair/model_modules/model_class.py | 4 ++--
2 files changed, 3 insertions(+), 3 deletions(-)
diff --git a/mlair/model_modules/advanced_paddings.py b/mlair/model_modules/advanced_paddings.py
index 2ada9ee2..2dfcbcfa 100644
--- a/mlair/model_modules/advanced_paddings.py
+++ b/mlair/model_modules/advanced_paddings.py
@@ -257,7 +257,7 @@ class _ZeroPadding(Layer):
self.rank = len(padding)
self.padding = padding
self.data_format = normalize_data_format(data_format)
- self.input_spec = InputSpec(ndim=self.rank + 2)
+ self.input_spec = tf.keras.layers.InputSpec(ndim=self.rank + 2)
super(_ZeroPadding, self).__init__(**kwargs)
def call(self, inputs):
diff --git a/mlair/model_modules/model_class.py b/mlair/model_modules/model_class.py
index 1165999e..00101566 100644
--- a/mlair/model_modules/model_class.py
+++ b/mlair/model_modules/model_class.py
@@ -346,7 +346,7 @@ class MyTowerModel(AbstractModelClass):
self.model = keras.Model(inputs=X_input, outputs=[out_main])
def set_compile_options(self):
- self.optimizer = keras.optimizers.adam(lr=self.initial_lr)
+ self.optimizer = keras.optimizers.Adam(lr=self.initial_lr)
self.compile_options = {"loss": [keras.losses.mean_squared_error], "metrics": ["mse"]}
@@ -457,7 +457,7 @@ class IntelliO3_ts_architecture(AbstractModelClass):
self.model = keras.Model(inputs=X_input, outputs=[out_minor1, out_main])
def set_compile_options(self):
- self.compile_options = {"optimizer": keras.optimizers.adam(lr=self.initial_lr, amsgrad=True),
+ self.compile_options = {"optimizer": keras.optimizers.Adam(lr=self.initial_lr, amsgrad=True),
"loss": [l_p_loss(4), keras.losses.mean_squared_error],
"metrics": ['mse'],
"loss_weights": [.01, .99]
--
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