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Recent questions tagged tensorflow
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tensorflow - I am not able to import resnet from keras.applications module
I'm unable to import this module import keras.applications.resnet ModuleNotFoundError in () ----> 1 import ... .resnet' keras resnet link See Question&Answers more detail:os...
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tensorflow - Why I'm getting bad result with Keras vs random forest or knn?
I'm learning deep learning with keras and trying to compare the results (accuracy) with machine learning algorithms ... results with keras ? See Question&Answers more detail:os...
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tensorflow - ValueError: The two structures don't have the same number of elements
with tf.variable_scope('forward'): cell_img_fwd = tf.nn.rnn_cell.GRUCell(hidden_state_size, hidden_state_size) ... resolve this? See Question&Answers more detail:os...
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tensorflow - Keras - class_weight vs sample_weights in the fit_generator
In Keras (using TensorFlow as a backend) I am building a model which is working with a huge dataset ... the sample_weights for these chunks? See Question&Answers more detail:os...
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tensorflow - Deploying Keras Models via Google Cloud ML
I am looking to use Google Cloud ML to host my Keras models so that I can call the API and make some ... the graph I build on Keras? See Question&Answers more detail:os...
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tensorflow - Keras verbose training progress bar writing a new line on each batch issue
running a Dense feed-forward neural net in Keras. there are class_weights for two outputs, and sample_weights for a third ... 0.6929 - etc... See Question&Answers more detail:os...
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tensorflow - What is the mathematics behind the "smoothing" parameter in TensorBoard's scalar graphs?
I presume it is some kind of moving average, but the valid range is between 0 and 1. See Question&Answers more detail:os...
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Oct 24, 2021
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tensorflow - Loaded runtime CuDNN library: 5005 (compatibility version 5000) but source was compiled with 5103 (compatibility version 5100)
I've the following error. I'm using a conda installation of tensorflow. I'm struggling to try to use it ... /local/cuda/include/ sudo ldconfig See Question&Answers more detail:os...
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tensorflow - Training and Predicting with instance keys
I am able to train my model and use ML Engine for prediction but my results don't include any identifying ... includes all of the outputs. See Question&Answers more detail:os...
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tensorflow - ValueError: Shapes (None, 1) and (None, 2) are incompatible
I am training a facial expression (angry vs happy) model. Last dense output layer was previously 1 ... validation_steps = validation_steps, ) See Question&Answers more detail:os...
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tensorflow - Clarification on tf.Tensor.set_shape()
I have an image that is 478 x 717 x 3 = 1028178 pixels, with a rank of 1. I verified it by calling ... design, or am I missing something here? See Question&Answers more detail:os...
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tensorflow - Confused about conv2d_transpose
I'm getting this error message when using conv2d_transpose: W tensorflow/core/common_runtime/executor.cc:1102] 0x7fc81f0d6250 ... tf.nn.tanh(h3) See Question&Answers more detail:os...
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tensorflow - Is it possible to make a trainable variable not trainable?
I created a trainable variable in a scope. Later, I entered the same scope, set the scope to ... during the following training step. See Question&Answers more detail:os...
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tensorflow - Understanding the ResourceExhaustedError: OOM when allocating tensor with shape
I'm trying to implement a skip thought model using tensorflow and a current version is placed here. ... appreciated. Thanks in advance. See Question&Answers more detail:os...
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tensorflow - What's the difference between tf.placeholder and tf.Variable?
I'm a newbie to TensorFlow. I'm confused about the difference between tf.placeholder and tf.Variable. In my ... when to use tf.placeholder? See Question&Answers more detail:os...
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Oct 17, 2021
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tensorflow - How can I run Tensorboard on a remote server?
I'm new to Tensorflow and would greatly benefit from some visualizations of what I'm doing. I understand that ... on my remote Ubuntu machine? See Question&Answers more detail:os...
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tensorflow - Difference between tfjs_layers_model and tfjs_graph_model
The tensorflowjs converter has the output formats tfjs_layers_model, tfjs_graph_model What is the difference between ... use recommendation? See Question&Answers more detail:os...
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tensorflow - Can cond support TF ops with side effects?
The (source code) documentation for tf.cond is unclear on whether the functions to be performed when the ... eventually become too big. See Question&Answers more detail:os...
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tensorflow - Should the custom loss function in Keras return a single loss value for the batch or an arrary of losses for every sample in the training batch?
I'm learning keras API in tensorflow(2.3). In this guide on tensorflow website, I found an example of custom ... to be updated to reflect this. See Question&Answers more detail:os...
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tensorflow - Plot multiple graphs in one plot using Tensorboard
I am using Keras with Tensorflow backend. My work involves comparing the performances of several models such as ... do this? Thank you See Question&Answers more detail:os...
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671
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tensorflow - Can a model trained on gpu used on cpu for inference and vice versa?
I was wondering if a model trained on the GPU could be use to run inference with the cpu ? (And vice versa) Thanks to you! See Question&Answers more detail:os...
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tensorflow - Split tensor into training and test sets
Let's say I've read in a textfile using a TextLineReader. Is there some way to split this ... , labels_train, features_test, labels_test See Question&Answers more detail:os...
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731
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tensorflow - feed data into a tf.contrib.data.Dataset like a queue
About the tf.contrib.data.Dataset (from TensorFlow 1.2, see here and here) usage: The way how to get data doesn ... .e. how to reopen the queue. See Question&Answers more detail:os...
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634
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tensorflow - could not create cudnn handle: CUDNN_STATUS_INTERNAL_ERROR
I installed tensorflow 1.0.1 GPU version on my Macbook Pro with GeForce GT 750M. Also installed CUDA 8.0.71 and cuDNN 5 ... MB (i.e. 3.3%) Free See Question&Answers more detail:os...
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tensorflow - How can I convert TFRecords into numpy arrays?
The main idea is to convert TFRecords into numpy arrays. Assume that the TFRecord stores images. Specifically: Read a ... stuck when I run this. See Question&Answers more detail:os...
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tensorflow - What is the meaning of the "None" in model.summary of KERAS?
What is the meaning of the (None, 100) in Output Shape? Is this("None") the Sample number or the hidden dimension? See Question&Answers more detail:os...
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tensorflow - What is y_true and y_pred when creating a custom metric in Keras?
I want to implement my custom metric in Keras. According to the documentation, my custom metric should be ... anything during the optimization). See Question&Answers more detail:os...
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tensorflow - How to manually create a tf.Summary()
I often want to log python variables --as opposed to tf tensors. In the docs it says that "you can pass a ... create a Scalar summary this way? See Question&Answers more detail:os...
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