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Model-Optimizer/tests/_test_utils/onnx_quantization/utils.py
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# SPDX-FileCopyrightText: Copyright (c) 2023-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# 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.
import onnx_graphsurgeon as gs
def _assert_nodes_are_quantized(nodes):
for node in nodes:
for inp_idx, inp in enumerate(node.inputs):
if isinstance(inp, gs.Variable):
assert node.i(inp_idx).op == "DequantizeLinear", (
f"Input '{inp.name}' of node '{node.name}' is not quantized but should be!"
)
return True