Update app.py
Browse fileschecking if strategy causes problems
app.py
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@@ -71,27 +71,27 @@ def run_cnn(img_arr):
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return prediction
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def run_effNet(img_arr):
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try:
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except ValueError:
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with strategy.scope():
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return prediction
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def run_effNet_Art(img_arr):
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try:
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except ValueError:
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with strategy.scope():
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return prediction
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def pre_process_img_effNet(image):
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return prediction
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def run_effNet(img_arr):
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# try:
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# resolver = tf.distribute.cluster_resolver.TPUClusterResolver()
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# tf.config.experimental_connect_to_cluster(resolver)
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# tf.tpu.experimental.initialize_tpu_system(resolver)
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# strategy = tf.distribute.TPUStrategy(resolver)
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# except ValueError:
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# strategy = tf.distribute.get_strategy()
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# with strategy.scope():
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prediction = eff_net_model.predict(img_arr)
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return prediction
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def run_effNet_Art(img_arr):
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# try:
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# resolver = tf.distribute.cluster_resolver.TPUClusterResolver()
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# tf.config.experimental_connect_to_cluster(resolver)
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# tf.tpu.experimental.initialize_tpu_system(resolver)
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# strategy = tf.distribute.TPUStrategy(resolver)
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# except ValueError:
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# strategy = tf.distribute.get_strategy()
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# with strategy.scope():
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prediction = eff_net_art_model.predict(img_arr)
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return prediction
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def pre_process_img_effNet(image):
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