ImportError: cannot import name 'estimator' from 'tensorflow.compat.v1'

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3/5
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1-2 天
新手友好度
35/100
Issue 类型
缺陷
描述清晰度
基本清楚
活跃度
停滞
技术栈
python, tensorflow
领域
machine-learning

调研方向

首先，根据 object_detection/packages/tf2/setup.py 复现报告中的设置，并使用 TensorFlow 2.17 运行 object_detection/model_main_tf2.py。检查导入 tensorflow.compat.v1.estimator 的 object_detection/inputs.py，并比较受支持的依赖项版本。当文档中记录的安装过程在 model_main_tf2.py 启动时不再引发此 ImportError，即表示完成。

由索引模型根据 Issue 内容生成。

描述

models:research type:bug

I try to train an ssd_mobilenetv1 tflite model in wsl2 ubuntu22 with tensorflow 2.17 and python3.10.

My step is:

git clone https://github.com/tensorflow/models.git
cd models/research/
protoc object_detection/protos/*.proto --python_out=.
cp object_detection/packages/tf2/setup.py .
python -m pip install .

python model_main_tf2.py \
    --pipeline_config_path=/mnt/d/workspace/PycharmProjects/models/research/object_detection/configs/tf2/ssd_mobilenet_v1_fpn_640x640_coco17_tpu-8.config \
    --model_dir=/mnt/d/workspace/imgupload/img/selected1/bt3/train/model \
    --alsologtostderr

but the errors occured:
2024-08-13 23:38:50.434079: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable TF_ENABLE_ONEDNN_OPTS=0.
2024-08-13 23:38:50.673212: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:485] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
2024-08-13 23:38:50.795309: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:8454] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
2024-08-13 23:38:50.822108: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1452] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2024-08-13 23:38:51.054283: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-08-13 23:38:53.083424: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
Traceback (most recent call last):
File "/home/lbf/models/research/object_detection/model_main_tf2.py", line 31, in
from object_detection import model_lib_v2
File "/home/lbf/env2/lib/python3.10/site-packages/object_detection/model_lib_v2.py", line 30, in
from object_detection import inputs
File "/home/lbf/env2/lib/python3.10/site-packages/object_detection/inputs.py", line 24, in
from tensorflow.compat.v1 import estimator as tf_estimator
ImportError: cannot import name 'estimator' from 'tensorflow.compat.v1' (/home/lbf/env2/lib/python3.10/site-packages/tensorflow/_api/v2/compat/v1/init.py)

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