Я очень хорошо знаю в Tensorflow, поэтому я постараюсь дать вам всю необходимую информацию, не стесняйтесь спрашивать при необходимости.
Я пытаюсь использовать предварительно обученную модель для обнаружения трещин на изображении. Для этого я использовал этот учебник: https://tensorflow-object-detection-api-tutorial.readthedocs.io/en/latest/install.html.
Когда я запускаю команду python model_main.py --alsologtostderr --model_dir=training/ --pipeline_config_path=training/ssd_inception_v2_coco.config, терминал anaconda отображает это:
C:\Users\SIEXT5646\Anaconda3\envs\tensorflow_cpu\lib\site-packages\tensorflow\python\framework\dtypes.py:526: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint8 = np.dtype([("qint8", np.int8, 1)])
C:\Users\SIEXT5646\Anaconda3\envs\tensorflow_cpu\lib\site-packages\tensorflow\python\framework\dtypes.py:527: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_quint8 = np.dtype([("quint8", np.uint8, 1)])
C:\Users\SIEXT5646\Anaconda3\envs\tensorflow_cpu\lib\site-packages\tensorflow\python\framework\dtypes.py:528: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint16 = np.dtype([("qint16", np.int16, 1)])
C:\Users\SIEXT5646\Anaconda3\envs\tensorflow_cpu\lib\site-packages\tensorflow\python\framework\dtypes.py:529: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_quint16 = np.dtype([("quint16", np.uint16, 1)])
C:\Users\SIEXT5646\Anaconda3\envs\tensorflow_cpu\lib\site-packages\tensorflow\python\framework\dtypes.py:530: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint32 = np.dtype([("qint32", np.int32, 1)])
C:\Users\SIEXT5646\Anaconda3\envs\tensorflow_cpu\lib\site-packages\tensorflow\python\framework\dtypes.py:535: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
np_resource = np.dtype([("resource", np.ubyte, 1)])
Bad key "text.kerning_factor" on line 4 in
C:\Users\SIEXT5646\Anaconda3\envs\tensorflow_cpu\lib\site-packages\matplotlib\mpl-data\stylelib\_classic_test_patch.mplstyle.
You probably need to get an updated matplotlibrc file from
https://github.com/matplotlib/matplotlib/blob/v3.1.3/matplotlibrc.template
or from the matplotlib source distribution
WARNING: 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
If you depend on functionality not listed there, please file an issue.
WARNING:tensorflow:Forced number of epochs for all eval validations to be 1.
WARNING:tensorflow:Expected number of evaluation epochs is 1, but instead encountered `eval_on_train_input_config.num_epochs` = 0. Overwriting `num_epochs` to 1.
WARNING:tensorflow:Estimator's model_fn (<function create_model_fn.<locals>.model_fn at 0x0000017AD6107798>) includes params argument, but params are not passed to Estimator.
WARNING:tensorflow:From C:\Users\SIEXT5646\Anaconda3\envs\tensorflow_cpu\lib\site-packages\tensorflow\python\framework\op_def_library.py:263: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.
Instructions for updating:
Colocations handled automatically by placer.
WARNING:tensorflow:num_readers has been reduced to 1 to match input file shards.
WARNING:tensorflow:From C:\Users\SIEXT5646\Anaconda3\envs\tensorflow_cpu\lib\site-packages\object_detection\builders\dataset_builder.py:80: parallel_interleave (from tensorflow.contrib.data.python.ops.interleave_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use `tf.data.experimental.parallel_interleave(...)`.
WARNING:tensorflow:From C:\Users\SIEXT5646\Anaconda3\envs\tensorflow_cpu\lib\site-packages\object_detection\utils\ops.py:466: to_int32 (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.cast instead.
WARNING:tensorflow:From C:\Users\SIEXT5646\Anaconda3\envs\tensorflow_cpu\lib\site-packages\object_detection\inputs.py:287: to_float (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.cast instead.
WARNING:tensorflow:From C:\Users\SIEXT5646\Anaconda3\envs\tensorflow_cpu\lib\site-packages\object_detection\core\preprocessor.py:188: sample_distorted_bounding_box (from tensorflow.python.ops.image_ops_impl) is deprecated and will be removed in a future version.
Instructions for updating:
`seed2` arg is deprecated.Use sample_distorted_bounding_box_v2 instead.
WARNING:tensorflow:From C:\Users\SIEXT5646\Anaconda3\envs\tensorflow_cpu\lib\site-packages\object_detection\core\preprocessor.py:1218: calling squeeze (from tensorflow.python.ops.array_ops) with squeeze_dims is deprecated and will be removed in a future version.
Instructions for updating:
Use the `axis` argument instead
WARNING:tensorflow:From C:\Users\SIEXT5646\Anaconda3\envs\tensorflow_cpu\lib\site-packages\object_detection\builders\dataset_builder.py:148: batch_and_drop_remainder (from tensorflow.contrib.data.python.ops.batching) is deprecated and will be removed in a future version.
Instructions for updating:
Use `tf.data.Dataset.batch(..., drop_remainder=True)`.
WARNING:root:Variable [FeatureExtractor/InceptionV2/Conv2d_1a_7x7/BatchNorm/beta] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/InceptionV2/Conv2d_1a_7x7/BatchNorm/gamma] is not available in checkpoint
WARNING:root:Variable [FeatureExtractor/InceptionV2/Conv2d_1a_7x7/BatchNorm/moving_mean] is not available in checkpoint
***a lot of similar messages here that I will not put for lisibility reasons***
WARNING:root:Variable [FeatureExtractor/InceptionV2/Mixed_5c_2_Conv2d_5_3x3_s2_128/weights] is not available in checkpoint
2020-04-25 12:21:04.528161: I tensorflow/core/platform/cpu_feature_guard.cc:141]
Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2
My В течение нескольких часов компьютер издает много шума, поэтому я предполагаю, что что-то обрабатывается, но не должны ли быть напечатаны некоторые сообщения (с потерей, эпохой и т. д. c)?
Я использую:
- Tensorflow CPU 1.13.1, с моделями для этой версии. Я использую предварительно обученную модель ssd_v2_inception_coco.
- Python 3.7.7
- Anaconda 3.
- Мой компьютер - "Intel Core i5 vPro 7th Gen"
- Мои тренировочные данные состоят из примерно 250 трещин, разделенных на два изображения размером примерно 15000 x 15000 пикселей.
Я просто очень озадачен и очень обеспокоен тем, что компьютер работает и ничего не делается. Любые комментарии будут приветствоваться.