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Tensorflow / May 9, 2022 / Leave a comment

Getting a ValueError: Shapes (None, 1) and (None, 5) are incompatible

Issue X_train = df_train["Base_Reviews"].values X_test = df_test["Base_Reviews"].values y_train = df_train[‘category’].values y_test = df_test[‘category’].values num_words = 20000 #Max. workds to use…

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Tensorflow / May 9, 2022 / Leave a comment

Tensorflow.js model for text error: the Array of Tensors that you are passing to your model is not the size the the model expected. Expected to see 1

Issue Error: Uncaught (in promise) Error: Error when checking model : the Array of Tensors that you are passing to…

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Tensorflow / May 8, 2022 / Leave a comment

R keras implementation CNN multi-task must sum to 100

Issue I have made a model using Keras in R. I want to make a multitask regression with some shared…

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Tensorflow / May 8, 2022 / Leave a comment

AttributeError: module 'tensorflow_core._api.v2.config' has no attribute 'list_physical_devices'

Issue Am using Tensorflow 2.0 on Ubuntu 18.04. On running tf.config.list_physical_devices(‘GPU’) I get the above error. What is the workaround…

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Tensorflow / May 7, 2022 / Leave a comment

AttributeError in Classification report

Issue The thing is i want to output the precisio, recall, and f1-score using classification report. But when i run…

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Tensorflow / May 7, 2022 / Leave a comment

TypeError: Tensor is unhashable. Instead, use tensor.ref()

Issue I’m getting "TypeError: Tensor is unhashable. Instead, use tensor.ref() as the key" I did a slight change to a…

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Tensorflow / May 7, 2022 / Leave a comment

how to pad sequences in a tensor slice dataset in TensorFlow?

Issue I have a tensor slice dataset made from two ragged tensors. tensor_a is like: <tf.RaggedTensor [[3, 3, 5], [3,…

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Tensorflow / May 7, 2022 / Leave a comment

How to get precision and recall for multiclass image classification

Issue I built an image classification model and I want to get precision and recall but I don’t know how…

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Tensorflow / May 7, 2022 / Leave a comment

java.lang.IllegalArgumentException: The size of byte buffer and the shape do not match

Issue TensorBuffer inputFeature0 = TensorBuffer.createFixedSize(new int[]{1, 224, 224, 3}, DataType.UINT8); ByteBuffer byteBuffer = ByteBuffer.allocateDirect(4* imageSize * imageSize * 3); byteBuffer.order(ByteOrder.nativeOrder());…

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Tensorflow / May 7, 2022 / Leave a comment

Slow ResNet50 training time using AWS Sagemaker GPU instance

Issue I am trying to train a ResNet50 model using keras with tensorflow backend. I’m using a sagemaker GPU instance…

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