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

Question

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

Answer 1

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