找不到TensorFlow对象检测API 2的Faster R-CNN FPN预训练模型

分类：编程问答

如何解决找不到TensorFlow对象检测API 2的Faster R-CNN FPN预训练模型

我正在尝试在TensorFlow对象检测API 2中使用带有FPN的Faster R-CNN101。因为我需要提高准确性，尤其是在小对象中。

但是，我没有找到它的预训练模型（仅标准的Faster R-CNN）。我试图仅从标准的Faster R-CNN中还原骨干层（据我了解，这是通过在fine_tune_checkpoint_type中设置“分类”来完成的。）

但是这样做，训练脚本停止产生以下警告（这只是其中的一部分）：

WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-3.moving_variance
W1023 12:33:34.782118 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-3.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-4.kernel
W1023 12:33:34.782203 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-4.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-5.kernel
W1023 12:33:34.782284 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-5.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-6.axis
W1023 12:33:34.782352 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-6.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-6.gamma
W1023 12:33:34.782421 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-6.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-6.beta
W1023 12:33:34.782489 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-6.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-6.moving_mean
W1023 12:33:34.782557 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-6.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-6.moving_variance
W1023 12:33:34.782626 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-6.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-7.axis
W1023 12:33:34.782705 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-7.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-7.gamma
W1023 12:33:34.782776 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-7.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-7.beta
W1023 12:33:34.782876 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-7.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-7.moving_mean
W1023 12:33:34.782946 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-7.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-7.moving_variance
W1023 12:33:34.783046 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-7.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-8.kernel
W1023 12:33:34.783117 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-8.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-9.axis
W1023 12:33:34.783187 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-9.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-9.gamma
W1023 12:33:34.783258 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-9.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-9.beta
W1023 12:33:34.783328 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-9.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-9.moving_mean
W1023 12:33:34.783427 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-9.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-9.moving_variance
W1023 12:33:34.783498 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-9.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-10.kernel
W1023 12:33:34.783596 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-10.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-11.axis
W1023 12:33:34.783667 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-11.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-11.gamma
W1023 12:33:34.783750 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-11.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-11.beta
W1023 12:33:34.783835 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-11.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-11.moving_mean
W1023 12:33:34.783919 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-11.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-11.moving_variance
W1023 12:33:34.783987 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-11.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-12.kernel
W1023 12:33:34.784055 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-12.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-13.axis
W1023 12:33:34.784154 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-13.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-13.gamma
W1023 12:33:34.784223 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-13.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-13.beta
W1023 12:33:34.784291 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-13.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-13.moving_mean
W1023 12:33:34.784359 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-13.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-13.moving_variance
W1023 12:33:34.784427 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-13.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-14.kernel
W1023 12:33:34.784511 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-14.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-15.axis
W1023 12:33:34.784594 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-15.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-15.gamma
W1023 12:33:34.784662 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-15.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-15.beta
W1023 12:33:34.784731 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-15.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-15.moving_mean
W1023 12:33:34.784799 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-15.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-15.moving_variance
W1023 12:33:34.784880 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-15.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-16.kernel
W1023 12:33:34.784946 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-16.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-17.axis
W1023 12:33:34.785032 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-17.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-17.gamma
W1023 12:33:34.785102 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-17.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-17.beta
W1023 12:33:34.785171 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-17.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-17.moving_mean
W1023 12:33:34.785240 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-17.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-17.moving_variance
W1023 12:33:34.785308 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-17.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-18.kernel
W1023 12:33:34.785388 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-18.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-19.axis
W1023 12:33:34.785455 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-19.axis
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-19.gamma
W1023 12:33:34.785521 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-19.gamma
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-19.beta
W1023 12:33:34.785588 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-19.beta
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-19.moving_mean
W1023 12:33:34.785654 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-19.moving_mean
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-19.moving_variance
W1023 12:33:34.785720 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._feature_extractor_for_box_classifier_features.layer_with_weights-19.moving_variance
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.box_encodings.0
W1023 12:33:34.785786 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.box_encodings.0
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.class_predictions_with_background.0
W1023 12:33:34.785853 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.class_predictions_with_background.0
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._box_prediction_head._box_encoder_layers.0
W1023 12:33:34.785919 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._box_prediction_head._box_encoder_layers.0
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._box_prediction_head._box_encoder_layers.1
W1023 12:33:34.785985 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._box_prediction_head._box_encoder_layers.1
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._box_prediction_head._box_encoder_layers.2
W1023 12:33:34.786051 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._box_prediction_head._box_encoder_layers.2
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._class_prediction_head._class_predictor_layers.0
W1023 12:33:34.786116 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._class_prediction_head._class_predictor_layers.0
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._class_prediction_head._class_predictor_layers.1
W1023 12:33:34.786182 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._class_prediction_head._class_predictor_layers.1
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._class_prediction_head._class_predictor_layers.2
W1023 12:33:34.786248 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._class_prediction_head._class_predictor_layers.2
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.box_encodings.0._box_encoder_layers
W1023 12:33:34.786328 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.box_encodings.0._box_encoder_layers
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.class_predictions_with_background.0._class_predictor_layers
W1023 12:33:34.786397 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.class_predictions_with_background.0._class_predictor_layers
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._box_prediction_head._box_encoder_layers.1.kernel
W1023 12:33:34.786468 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._box_prediction_head._box_encoder_layers.1.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._box_prediction_head._box_encoder_layers.1.bias
W1023 12:33:34.786536 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._box_prediction_head._box_encoder_layers.1.bias
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._class_prediction_head._class_predictor_layers.1.kernel
W1023 12:33:34.786604 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._class_prediction_head._class_predictor_layers.1.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._class_prediction_head._class_predictor_layers.1.bias
W1023 12:33:34.786672 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._mask_rcnn_box_predictor._class_prediction_head._class_predictor_layers.1.bias
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.box_encodings.0._box_encoder_layers.0
W1023 12:33:34.786741 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.box_encodings.0._box_encoder_layers.0
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.class_predictions_with_background.0._class_predictor_layers.0
W1023 12:33:34.786810 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.class_predictions_with_background.0._class_predictor_layers.0
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.box_encodings.0._box_encoder_layers.0.kernel
W1023 12:33:34.786879 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.box_encodings.0._box_encoder_layers.0.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.box_encodings.0._box_encoder_layers.0.bias
W1023 12:33:34.786959 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.box_encodings.0._box_encoder_layers.0.bias
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.class_predictions_with_background.0._class_predictor_layers.0.kernel
W1023 12:33:34.787026 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.class_predictions_with_background.0._class_predictor_layers.0.kernel
WARNING:tensorflow:Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.class_predictions_with_background.0._class_predictor_layers.0.bias
W1023 12:33:34.787095 140375310935808 util.py:150] Unresolved object in checkpoint: (root).model._first_stage_box_predictor._prediction_heads.class_predictions_with_background.0._class_predictor_layers.0.bias
WARNING:tensorflow:A checkpoint was restored (e.g. tf.train.Checkpoint.restore or tf.keras.Model.load_weights) but not all checkpointed values were used. See above for specific issues. Use expect_partial() on the load status object,e.g. tf.train.Checkpoint.restore(...).expect_partial(),to silence these warnings,or use assert_consumed() to make the check explicit. See https://www.tensorflow.org/guide/checkpoint#loading_mechanics for details.
W1023 12:33:34.787168 140375310935808 util.py:158] A checkpoint was restored (e.g. tf.train.Checkpoint.restore or tf.keras.Model.load_weights) but not all checkpointed values were used. See above for specific issues. Use expect_partial() on the load status object,or use assert_consumed() to make the check explicit. See https://www.tensorflow.org/guide/checkpoint#loading_mechanics for details.

将选项设置为“检测”会得到相同的结果。

除了从头训练网络之外，还有其他解决方案吗？ （使用对象检测API）

如果我需要从头训练它，什么是最佳配置？ （学习率，初始化器等）

谢谢。

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设置时间 控制面板
后端开发常见错误
错误1：Request method ‘DELETE‘ not supported 错误还原：controller层有一个接口，访问该接口时报错：Request method ‘DELETE‘ not supported 错误原因：没有接收到前端传入的参数，修改为如下 参考 错误2：cannot r
docker常见错误
错误1：启动docker镜像时报错：Error response from daemon: driver failed programming external connectivity on endpoint quirky_allen 解决方法：重启docker -> systemctl r
idea常见错误
错误1：private field ‘xxx‘ is never assigned 按Altʾnter快捷键，选择第2项 参考：https://blog.csdn.net/shi_hong_fei_hei/article/details/88814070 错误2：启动时报错，不能找到主启动类 #
pip安装依赖失败
报错如下，通过源不能下载，最后警告pip需升级版本 Requirement already satisfied: pip in c:\users\ychen\appdata\local\programs\python\python310\lib\site-packages (22.0.4) Coll
maven常见错误
错误1：maven打包报错 错误还原：使用maven打包项目时报错如下 [ERROR] Failed to execute goal org.apache.maven.plugins:maven-resources-plugin:3.2.0:resources (default-resources)
cloud项目中常见错误
错误1：服务调用时报错 服务消费者模块assess通过openFeign调用服务提供者模块hires 如下为服务提供者模块hires的控制层接口 @RestController @RequestMapping("/hires") public class FeignControl
springboot常见错误
错误1：运行项目后报如下错误 解决方案 报错2：Failed to execute goal org.apache.maven.plugins:maven-compiler-plugin:3.8.1:compile (default-compile) on project sb 解决方案：在pom.
springmvc拦截器中使用redisTemplate报空指针异常
参考 错误原因 过滤器或拦截器在生效时，redisTemplate还没有注入 解决方案：在注入容器时就生效 @Component //项目运行时就注入Spring容器 public class RedisBean { @Resource private RedisTemplate<String
vite报错：npm ERR! command C:WINDOWSsystem32cmd.exe /d /s /c C:UsersychenAppDataLocalTempnpx-dde1c848.cmd
使用vite构建项目报错 C:\Users\ychen\work>npm init @vitejs/app @vitejs/create-app is deprecated, use npm init vite instead C:\Users\ychen\AppData\Local\npm-
VM VirtualBox中安装centos时报错：设置基础软件仓库时出错
参考1 参考2 解决方案 # 点击安装源 协议选择 http:// 路径填写 mirrors.aliyun.com/centos/8.3.2011/BaseOS/x86_64/os URL类型 软件库URL 其他路径 # 版本 7 mirrors.aliyun.com/centos/7/os/x86
kafka常见问题
报错1 [root@slave1 data_mocker]# kafka-console-consumer.sh --bootstrap-server slave1:9092 --topic topic_db [2023-12-19 18:31:12,770] WARN [Consumer clie
hive常见问题
错误1 # 重写数据 hive (edu)> insert overwrite table dwd_trade_cart_add_inc > select data.id, > data.user_id, > data.course_id, > date_format(
装载数据时报错：Failed to execute spark task, with exception 'org.apache.hadoop.hive.ql.metadata.HiveException(Failed to create spark client.)'
错误1 hive (edu)> insert into huanhuan values(1,'haoge'); Query ID = root_20240110071417_fe1517ad-3607-41f4-bdcf-d00b98ac443e Total jobs = 1
flume常见问题
报错1：执行到如下就不执行了，没有显示Successfully registered new MBean. [root@slave1 bin]# /usr/local/software/flume-1.9.0/bin/flume-ng agent -n a1 -c /usr/local/softwa
hadoop集群常见错误
虚拟及没有启动任何服务器查看jps会显示jps，如果没有显示任何东西 [root@slave2 ~]# jps 9647 Jps 解决方案 # 进入/tmp查看 [root@slave1 dfs]# cd /tmp [root@slave1 tmp]# ll 总用量 48 drwxr-xr-x. 2
hive常见错误
报错1 hive> show databases; OK Failed with exception java.io.IOException:java.lang.RuntimeException: Error in configuring object Time taken: 0.474 se
Linux常见错误
报错1 [root@localhost ~]# vim -bash: vim: 未找到命令 安装vim yum -y install vim* # 查看是否安装成功 [root@hadoop01 hadoop]# rpm -qa |grep vim vim-X11-7.4.629-8.el7_9.x
使用sqoop一直卡在：mapreduce.Job: Running job: job_1703173956074_0001
修改hadoop配置 vi /usr/local/software/hadoop-2.9.2/etc/hadoop/yarn-site.xml # 添加如下 <configuration> <property> <name>yarn.nodemanager.res
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