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nvidia--tensorrt/tools/tensorflow-quantization/tensorflow_quantization/global_config.py
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Python

#
# SPDX-FileCopyrightText: Copyright (c) 1993-2023 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.
#
"""
This module holds the quantization config class object that is accessed globally by library modules.
DIRECT USE OF THIS MODULE BY USER IS PROHIBITED.
"""
# List that holds quantization config class object, Length is always one!
# Object is added automatically on class creation
G_CONFIG_OBJECT = []
def add_config_object(config_object: "BaseConfig") -> None:
"""
Add instance of quantize config class to the global list.
Args:
config_object : Instance of one of four quantize config class
"""
assert (
len(G_CONFIG_OBJECT) == 0
), "Looks like previous quatize object is alive. Did you call clear() on the object?"
G_CONFIG_OBJECT.append(config_object)
def remove_config_object() -> None:
"""
Remove instance of quantize config class from the global list.
"""
if G_CONFIG_OBJECT:
G_CONFIG_OBJECT.clear()
def get_config_object() -> "BaseConfig":
"""
Return quantize config class object
"""
assert (
len(G_CONFIG_OBJECT) == 1
), "Have you created quantize config object before calling `quantize_model`?"
if G_CONFIG_OBJECT:
return G_CONFIG_OBJECT[0]
def is_config_object_created() -> bool:
"""
Sanity check function for whether quantize config class object is created.
"""
return len(G_CONFIG_OBJECT) == 1