cavis/contrib/codegen-tools/onnx-def-gen/save_test.py

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2021-02-01 06:31:20 +01:00
# /* ******************************************************************************
# *
# *
# * This program and the accompanying materials are made available under the
# * terms of the Apache License, Version 2.0 which is available at
# * https://www.apache.org/licenses/LICENSE-2.0.
# *
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# * See the NOTICE file distributed with this work for additional
# * information regarding copyright ownership.
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# * Unless required by applicable law or agreed to in writing, software
# * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
# * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
# * License for the specific language governing permissions and limitations
# * under the License.
# *
# * SPDX-License-Identifier: Apache-2.0
# ******************************************************************************/
import tensorflow as tf
from tensorflow.python.framework.convert_to_constants import convert_variables_to_constants_v2
def graph_as_func():
S = tf.Variable(tf.constant([1, 2, 3, 4]))
result = tf.scatter_add(S, [0], [10])
return result
a_function_that_uses_a_graph = tf.function(graph_as_func)
print(a_function_that_uses_a_graph.__attr__)
converted = convert_variables_to_constants_v2(a_function_that_uses_a_graph)
print(type(converted))