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SavedModel TF Serve Fix (#7228)

* SavedModel TF Serve Fix

Fix for https://github.com/ultralytics/yolov5/issues/7205 proposed by @tylertroy

* Update export.py
modifyDataloader
Glenn Jocher GitHub 2 years ago
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      export.py

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export.py View File

if keras: if keras:
keras_model.save(f, save_format='tf') keras_model.save(f, save_format='tf')
else: else:
m = tf.function(lambda x: keras_model(x)) # full model
spec = tf.TensorSpec(keras_model.inputs[0].shape, keras_model.inputs[0].dtype) spec = tf.TensorSpec(keras_model.inputs[0].shape, keras_model.inputs[0].dtype)
m = tf.function(lambda x: keras_model(x)) # full model
m = m.get_concrete_function(spec) m = m.get_concrete_function(spec)
frozen_func = convert_variables_to_constants_v2(m) frozen_func = convert_variables_to_constants_v2(m)
tfm = tf.Module() tfm = tf.Module()
tfm.__call__ = tf.function(lambda x: frozen_func(x)[0], [spec])
tfm.__call__ = tf.function(lambda x: frozen_func(x)[:4] if tf_nms else frozen_func(x)[0], [spec])
tfm.__call__(im) tfm.__call__(im)
tf.saved_model.save(tfm, tf.saved_model.save(tfm,
f, f,

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