【发布时间】：2021-03-15 23:14:24
【问题描述】：
所以我正在尝试为自己创建一个自定义对象检测器并使用本指南：https://tensorflow-object-detection-api-tutorial.readthedocs.io/en/latest/training.html#training-the-model。由于我是新手，因此我已按照 T 的所有说明进行操作。但是，当我尝试使用 python model_main_tf2.py --model_dir=models/my_ssd_resnet50_v1_fpn -pipeline_config_path=models/my_ssd_resnet50_v1_fpn/pipeline.config 训练模型时，出现以下错误：
2021-03-15 23:49:57.441253: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
2021-03-15 23:50:08.636642: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 49 of 2048
2021-03-15 23:50:18.699069: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 149 of 2048
2021-03-15 23:50:28.835509: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 234 of 2048
2021-03-15 23:50:39.771722: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 297 of 2048
2021-03-15 23:50:49.312747: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 320 of 2048
2021-03-15 23:50:58.806089: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 360 of 2048
2021-03-15 23:51:09.810531: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 400 of 2048
2021-03-15 23:51:18.791169: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 406 of 2048
2021-03-15 23:51:30.375699: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 442 of 2048
2021-03-15 23:51:38.994588: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 466 of 2048
2021-03-15 23:51:49.395020: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 506 of 2048
2021-03-15 23:51:59.317995: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 531 of 2048
2021-03-15 23:52:09.465026: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 570 of 2048
2021-03-15 23:52:19.124648: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 594 of 2048
2021-03-15 23:52:28.983142: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 634 of 2048
2021-03-15 23:52:38.615317: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 673 of 2048
2021-03-15 23:52:49.003972: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 698 of 2048
2021-03-15 23:52:59.077313: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 738 of 2048
2021-03-15 23:53:09.490022: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 763 of 2048
2021-03-15 23:53:18.937036: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 800 of 2048
2021-03-15 23:53:29.407881: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 825 of 2048
2021-03-15 23:53:39.302728: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 863 of 2048
2021-03-15 23:53:48.757507: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 886 of 2048
2021-03-15 23:53:58.636679: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 910 of 2048
2021-03-15 23:54:09.077197: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 949 of 2048
2021-03-15 23:54:18.762039: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:177] Filling up shuffle buffer (this may take a while): 988 of 2048
Windows fatal exception: access violation
Thread 0x00000890 (most recent call first):
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\ops\gen_dataset_ops.py", line 2573 in iterator_get_next
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\data\ops\iterator_ops.py", line 730 in _next_internal
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\data\ops\iterator_ops.py", line 800 in get_next
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\data\ops\multi_device_iterator_ops.py", line 585 in get_next
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\distribute\input_lib.py", line 1619 in get_next_as_list_static_shapes
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\distribute\input_lib.py", line 663 in get_next
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\distribute\input_lib.py", line 632 in __next__
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\distribute\input_lib.py", line 628 in next
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\object_detection\model_lib_v2.py", line 352 in load_fine_tune_checkpoint
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\object_detection\model_lib_v2.py", line 580 in train_loop
File "model_main_tf2.py", line 104 in main
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\absl\app.py", line 251 in _run_main
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\absl\app.py", line 300 in run
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\platform\app.py", line 40 in run
File "model_main_tf2.py", line 113 in <module>
Windows fatal exception: access violation
Thread 0x00000890 (most recent call first):
File "C:\Users\agnip\anaconda3\eWindows fatal exception: access violation
nvs\tensorflow4\lib\site-packages\tensorflow\python\ops\gen_dataset_ops.py", line 2573 in iterator_get_next
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\data\ops\iterator_ops.py", line 730 in _next_internal
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\data\ops\iterator_ops.py", line 800 in get_next
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\data\ops\multi_device_iterator_ops.py", line 585 in get_next
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\distribute\input_lib.py", line 1619 in get_next_as_list_static_shapes
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\distribute\input_lib.py", line 663 in get_next
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\distribute\input_lib.py", line 632 in __next__
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\distribute\input_lib.py", line 628 in next
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\object_detection\model_lib_v2.py", line 352 in load_fine_tune_checkpoint
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\object_detection\model_lib_v2.py", line 580 in train_loop
File "model_main_tf2.py", line 104 in main
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\absl\app.py", line 251 in _run_main
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\absl\app.py", line 300 in run
File "C:\Users\agnip\anaconda3\envs\tensorflow4\lib\site-packages\tensorflow\python\platform\app.py", line 40 in run
File "model_main_tf2.py", line 113 in <module>
我无法弄清楚错误是什么。请帮我解决这个问题，以便我可以创建我的自定义对象检测器。 此外，我使用的是 Windows 10、16GB 内存，下面列出了所有软件包：
(tensorflow4) D:\Tensorflow\workspace\training_demo>conda list
# packages in environment at C:\Users\agnip\anaconda3\envs\tensorflow4:
#
# Name Version Build Channel
absl-py 0.10.0 pypi_0 pypi
apache-beam 2.28.0 pypi_0 pypi
astunparse 1.6.3 pypi_0 pypi
attrs 20.3.0 pypi_0 pypi
avro-python3 1.9.2.1 pypi_0 pypi
blas 1.0 mkl
ca-certificates 2021.1.19 haa95532_1
cachetools 4.2.1 pypi_0 pypi
certifi 2020.12.5 pypi_0 pypi
cffi 1.14.5 pypi_0 pypi
chardet 4.0.0 pypi_0 pypi
contextlib2 0.6.0.post1 pypi_0 pypi
crcmod 1.7 pypi_0 pypi
cycler 0.10.0 pypi_0 pypi
cython 0.29.22 pypi_0 pypi
dataclasses 0.6 pypi_0 pypi
dill 0.3.1.1 pypi_0 pypi
dm-tree 0.1.5 pypi_0 pypi
docopt 0.6.2 pypi_0 pypi
fastavro 1.3.3 pypi_0 pypi
flatbuffers 1.12 pypi_0 pypi
future 0.18.2 pypi_0 pypi
gast 0.3.3 pypi_0 pypi
gin-config 0.4.0 pypi_0 pypi
google-api-core 1.26.1 pypi_0 pypi
google-api-python-client 2.0.2 pypi_0 pypi
google-auth 1.27.1 pypi_0 pypi
google-auth-httplib2 0.1.0 pypi_0 pypi
google-auth-oauthlib 0.4.3 pypi_0 pypi
google-cloud-bigquery 2.11.0 pypi_0 pypi
google-cloud-core 1.6.0 pypi_0 pypi
google-crc32c 1.1.2 pypi_0 pypi
google-pasta 0.2.0 pypi_0 pypi
google-resumable-media 1.2.0 pypi_0 pypi
googleapis-common-protos 1.53.0 pypi_0 pypi
grpcio 1.32.0 pypi_0 pypi
h5py 2.10.0 pypi_0 pypi
hdfs 2.6.0 pypi_0 pypi
httplib2 0.17.4 pypi_0 pypi
idna 2.10 pypi_0 pypi
importlib-resources 5.1.2 pypi_0 pypi
intel-openmp 2020.2 254
joblib 1.0.1 pypi_0 pypi
kaggle 1.5.12 pypi_0 pypi
keras-preprocessing 1.1.2 pypi_0 pypi
kiwisolver 1.3.1 pypi_0 pypi
labelimg 1.8.3 pypi_0 pypi
lvis 0.5.3 pypi_0 pypi
lxml 4.6.2 pypi_0 pypi
markdown 3.3.4 pypi_0 pypi
matplotlib 3.3.4 pypi_0 pypi
mkl 2020.2 256
mkl-service 2.3.0 py38h196d8e1_0
mkl_fft 1.3.0 py38h46781fe_0
mkl_random 1.1.1 py38h47e9c7a_0
mock 2.0.0 pypi_0 pypi
numpy 1.20.1 pypi_0 pypi
oauth2client 4.1.3 pypi_0 pypi
oauthlib 3.1.0 pypi_0 pypi
object-detection 0.1 pypi_0 pypi
opencv-python 4.5.1.48 pypi_0 pypi
opencv-python-headless 4.5.1.48 pypi_0 pypi
openssl 1.1.1j h2bbff1b_0
opt-einsum 3.3.0 pypi_0 pypi
packaging 20.9 pypi_0 pypi
pandas 1.2.3 py38hf11a4ad_0
pbr 5.5.1 pypi_0 pypi
pillow 8.1.2 pypi_0 pypi
pip 21.0.1 py38haa95532_0
promise 2.3 pypi_0 pypi
proto-plus 1.17.0 pypi_0 pypi
protobuf 3.15.6 pypi_0 pypi
psutil 5.8.0 pypi_0 pypi
py-cpuinfo 7.0.0 pypi_0 pypi
pyarrow 2.0.0 pypi_0 pypi
pyasn1 0.4.8 pypi_0 pypi
pyasn1-modules 0.2.8 pypi_0 pypi
pycocotools 2.0 pypi_0 pypi
pycparser 2.20 pypi_0 pypi
pydot 1.4.2 pypi_0 pypi
pymongo 3.11.3 pypi_0 pypi
pyparsing 2.4.7 pypi_0 pypi
pyqt5 5.15.4 pypi_0 pypi
pyqt5-qt5 5.15.2 pypi_0 pypi
pyqt5-sip 12.8.1 pypi_0 pypi
python 3.8.8 hdbf39b2_4
python-dateutil 2.8.1 pyhd3eb1b0_0
python-slugify 4.0.1 pypi_0 pypi
pytz 2021.1 pyhd3eb1b0_0
pyyaml 5.4.1 pypi_0 pypi
requests 2.25.1 pypi_0 pypi
requests-oauthlib 1.3.0 pypi_0 pypi
rsa 4.7.2 pypi_0 pypi
scikit-learn 0.24.1 pypi_0 pypi
scipy 1.4.1 pypi_0 pypi
sentencepiece 0.1.95 pypi_0 pypi
seqeval 1.2.2 pypi_0 pypi
setuptools 54.1.2 pypi_0 pypi
six 1.15.0 py38haa95532_0
sqlite 3.33.0 h2a8f88b_0
tensorboard 2.4.1 pypi_0 pypi
tensorboard-plugin-wit 1.8.0 pypi_0 pypi
tensorflow 2.4.1 pypi_0 pypi
tensorflow-addons 0.12.1 pypi_0 pypi
tensorflow-datasets 4.2.0 pypi_0 pypi
tensorflow-estimator 2.4.0 pypi_0 pypi
tensorflow-hub 0.11.0 pypi_0 pypi
tensorflow-metadata 0.28.0 pypi_0 pypi
tensorflow-model-optimization 0.5.0 pypi_0 pypi
termcolor 1.1.0 pypi_0 pypi
text-unidecode 1.3 pypi_0 pypi
tf-models-official 2.4.0 pypi_0 pypi
tf-slim 1.1.0 pypi_0 pypi
threadpoolctl 2.1.0 pypi_0 pypi
tqdm 4.59.0 pypi_0 pypi
typeguard 2.11.1 pypi_0 pypi
typing-extensions 3.7.4.3 pypi_0 pypi
uritemplate 3.0.1 pypi_0 pypi
urllib3 1.26.3 pypi_0 pypi
vc 14.2 h21ff451_1
vs2015_runtime 14.27.29016 h5e58377_2
werkzeug 1.0.1 pypi_0 pypi
wheel 0.36.2 pypi_0 pypi
wincertstore 0.2 py38_0
wrapt 1.12.1 pypi_0 pypi
zlib 1.2.11 h62dcd97_4
提前致谢！
【问题讨论】：
标签： python python-3.x tensorflow pip object-detection-api