tensorflow not found in pip
Questions: I’m trying to intstall tensorflow pip install tensorflow --user Collecting tensorflow Could not find a version that satisfies the requirement tensorflow (from versions: ) No matching ...
Tag Archives: tensorflow
In TensorFlow, what is the difference between Session.run() and Tensor.eval()?
Questions: TensorFlow has two ways to evaluate part of graph: Session.run on a list of variables and Tensor.eval. Is there a difference between these two? Answers: If you have a Tensor t, calling t.ev...
How to prevent tensorflow from allocating the totality of a GPU memory?
Questions: I work in an environment in which computational resources are shared, i.e., we have a few server machines equipped with a few Nvidia Titan X GPUs each. For small to moderate size models, th...
How to print the value of a Tensor object in TensorFlow?
Questions: I have been using the introductory example of matrix multiplication in TensorFlow. matrix1 = tf.constant([[3., 3.]]) matrix2 = tf.constant([[2.],[2.]]) product = tf.matmul(matrix1, matrix2)...
ERROR:tensorflow:Couldn't understand architecture name ''
Questions: I’m following the instruction from google code lab When I ran the following command I got some error. python -m scripts.retrain \ --bottleneck_dir=tf_files/bottlenecks \ --how_many_tr...
TensorFlowInferenceInterface: Mobilenet for imagenet : java.io.IOException: Not a valid TensorFlow Graph serialization
Questions: I am trying to run mobilenet model trained over imagenet on Android Tensorflow for object recognition and facing the issue as described below. TensorFlowInferenceInterface: Failed to load m...
Tensorflow: how to save/restore a model?
Questions: After you train a model in Tensorflow: How do you save the trained model? How do you later restore this saved model? Answers: I am improving my answer to add more details for saving and res...
How to constantly display confidence score for custom classifier in tensorflow classify demo?
Questions: I’ve put in a custom classifier .pb and .txt file in the tensorflow android classify demo, and can compile and build in Android Studio, and install the APK on my android which opens f...
How to process variable sized images with Tensorflow Java API
Questions: I have a CNN model to classify some images. My input images come in differing sizes and thus I have to resize them. However, I don’t want to stretch them but keep their aspect ratio a...
Tensorflow – porting a modified MNIST example into Android
Questions: The following is the CNN model function I use to generate the Neural Network I’m about to use: def cnn_model_fn(features, labels, mode): """Model function for CNN.""" x = features["x"...
