WIN10环境object_detection api训练时报错:Windows fatal exception: access violation

报错内容:
Windows fatal exception: access violation

Current thread 0x00000e40 (most recent call first):
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_core\python\lib\io\file_io.py", line 84 in preread_check
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_core\python\lib\io\file_io.py", line 122 in read
File "C:\ProgramData\Anaconda3\lib\site-packages\object_detection-0.1-py3.7.egg\object_detection\utils\label_map_util.py", line 138 in load_labelmap
File "C:\ProgramData\Anaconda3\lib\site-packages\object_detection-0.1-py3.7.egg\object_detection\utils\label_map_util.py", line 169 in get_label_map_dict
File "C:\ProgramData\Anaconda3\lib\site-packages\object_detection-0.1-py3.7.egg\object_detection\data_decoders\tf_example_decoder.py", line 64 in __init
_
File "C:\ProgramData\Anaconda3\lib\site-packages\object_detection-0.1-py3.7.egg\object_detection\data_decoders\tf_example_decoder.py", line 319 in init
File "C:\ProgramData\Anaconda3\lib\site-packages\object_detection-0.1-py3.7.egg\object_detection\builders\dataset_builder.py", line 130 in build
File "C:\ProgramData\Anaconda3\lib\site-packages\object_detection-0.1-py3.7.egg\object_detection\inputs.py", line 579 in train_input
File "C:\ProgramData\Anaconda3\lib\site-packages\object_detection-0.1-py3.7.egg\object_detection\inputs.py", line 476 in _train_input_fn
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_estimator\python\estimator\estimator.py", line 1116 in _call_input_fn
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_estimator\python\estimator\estimator.py", line 1025 in _get_features_and_labels_from_input_fn
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_estimator\python\estimator\estimator.py", line 1188 in _train_model_default
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_estimator\python\estimator\estimator.py", line 1161 in _train_model
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_estimator\python\estimator\estimator.py", line 370 in train
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_estimator\python\estimator\training.py", line 714 in run_local
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_estimator\python\estimator\training.py", line 613 in run
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_estimator\python\estimator\training.py", line 473 in train_and_evaluate
File ".\object_detection\model_main.py", line 105 in main
File "C:\ProgramData\Anaconda3\lib\site-packages\absl\app.py", line 250 in _run_main
File "C:\ProgramData\Anaconda3\lib\site-packages\absl\app.py", line 299 in run
File "C:\ProgramData\Anaconda3\lib\site-packages\tensorflow_core\python\platform\app.py", line 40 in run
File ".\object_detection\model_main.py", line 109 in

tensorflow cuda cudnn版本最好和作者要求的一致,过新的版本,不兼容的版本会导致出错。
检查你的数据集的格式。
看是程序一开始运行出错,还是运行一会儿出错。一开始出错,环境,特别是cuda和gpu驱动问题的可能性大。
建议安装原生的环境,而不是用\Anaconda3

请参考:https://blog.csdn.net/ReversalC/article/details/93627310

python3.6, tf 1.14.0,Tensorflow object detection API 跑demo图片和改为摄像头进行物体识别均正常,

训练自己的数据训练自己数据时报错 Windows fatal exception: access violation
用的ssd_mobilenet_v1_coco_2018_01_28模型,
命令:python model_main.py -pipeline_config_path=/pre_model/pipeline.config -model_dir=result -num_train_steps=2000 -alsologtostderr

其实就是按照网上基础的训练来的,一直报这个,具体错误输出如下:

(py36) D:\pythonpro\TensorFlowLearn\face_tf_model>python model_main.py -pipeline_config_path=/pre_model/pipeline.config -model_dir=result -num_train_steps=2000 -alsologtostderr
WARNING: Logging before flag parsing goes to stderr.
W0622 16:50:30.230578 14180 lazy_loader.py:50]
The TensorFlow contrib module will not be included in TensorFlow 2.0.
For more information, please see:

https://github.com/tensorflow/community/blob/master/rfcs/20180907-contrib-sunset.md
https://github.com/tensorflow/addons
https://github.com/tensorflow/io (for I/O related ops) If you depend on functionality not listed there, please file an issue.
W0622 16:50:30.317274 14180 deprecation_wrapper.py:119] From D:\Anaconda3\libdata\tf_models\research\slim\nets\inception_resnet_v2.py:373: The name tf.GraphKeys is deprecated. Please use tf.compat.v1.GraphKeys instead.

W0622 16:50:30.355400 14180 deprecation_wrapper.py:119] From D:\Anaconda3\libdata\tf_models\research\slim\nets\mobilenet\mobilenet.py:397: The name tf.nn.avg_pool is deprecated. Please use tf.nn.avg_pool2d instead.

W0622 16:50:30.388313 14180 deprecation_wrapper.py:119] From model_main.py:109: The name tf.app.run is deprecated. Please use tf.compat.v1.app.run instead.

W0622 16:50:30.397290 14180 deprecation_wrapper.py:119] From D:\Anaconda3\envs\py36\lib\site-packages\object_detection-0.1-py3.6.egg\object_detection\utils\config_util.py:98: The name tf.gfile.GFile is deprecated. Please use tf.io.gfile.GFile instead.

Windows fatal exception: access violation

Current thread 0x00003764 (most recent call first):
File "D:\Anaconda3\envs\py36\lib\site-packages\tensorflow\python\lib\io\file_io.py", line 84 in _preread_check
File "D:\Anaconda3\envs\py36\lib\site-packages\tensorflow\python\lib\io\file_io.py", line 122 in read
File "D:\Anaconda3\envs\py36\lib\site-packages\object_detection-0.1-py3.6.egg\object_detection\utils\config_util.py", line 99 in get_configs_from_pipeline_file
File "D:\Anaconda3\envs\py36\lib\site-packages\object_detection-0.1-py3.6.egg\object_detection\model_lib.py", line 606 in create_estimator_and_inputs
File "model_main.py", line 71 in main
File "D:\Anaconda3\envs\py36\lib\site-packages\absl\app.py", line 251 in _run_main
File "D:\Anaconda3\envs\py36\lib\site-packages\absl\app.py", line 300 in run
File "D:\Anaconda3\envs\py36\lib\site-packages\tensorflow\python\platform\app.py", line 40 in run
File "model_main.py", line 109 in

(py36) D:\pythonpro\TensorFlowLearn\face_tf_model>

解决方案:降版本到1.12,-gpu,装cuda