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paddlepaddle--paddle/python/paddle/quantization/imperative/ptq_hooks.py
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2026-07-13 12:40:42 +08:00

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Python

# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
#
# 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.
def quant_forward_post_hook(layer, inputs, outputs):
"""
The forward_post_hook for PTQ.
"""
assert hasattr(layer, '_quant_config'), (
"The layer should have _quant_config attr"
)
qc = layer._quant_config
if qc.enable_in_act_quantizer:
qc.in_act_quantizer.sample_data(layer, inputs)
qc.out_act_quantizer.sample_data(layer, (outputs,))