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All Tensorflow Solutions on Gang of Coders
Total of 200 Tensorflow Solutions
How do I install TensorFlow's tensorboard?
Tensorflow
Tensorboard
Loss function for class imbalanced binary classifier in Tensor flow
Classification
Tensorflow
Tensorflow r1.0 : could not a find a version that satisfies the requirement tensorflow
Python
Windows
Tensorflow
Installation
tensorflow on GPU: no known devices, despite cuda's deviceQuery returning a "PASS" result
Tensorflow
Tensorflow Compile Runs For A Long Time
Python
Tensorflow
Compilation
Bazel
What's the difference between tf.placeholder and tf.Variable?
Tensorflow
Tensorflow installation error: not a supported wheel on this platform
Installation
Pip
Python Wheel
Tensorflow
"freeze" some variables/scopes in tensorflow: stop_gradient vs passing variables to minimize
Python
Tensorflow
What is num_units in tensorflow BasicLSTMCell?
Tensorflow
Neural Network
Lstm
Recurrent Neural-Network
How does one debug NaN values in TensorFlow?
Python
Machine Learning
Neural Network
Tensorflow
Conv Neural-Network
How to make a custom activation function with only Python in Tensorflow?
Python
Tensorflow
Neural Network
Deep Learning
Activation Function
What do I need K.clear_session() and del model for (Keras with Tensorflow-gpu)?
Python
Tensorflow
Memory Management
Keras
How to compile Tensorflow with SSE4.2 and AVX instructions?
Tensorflow
X86
Compiler Optimization
Simd
Compiler Options
What are possible values for data_augmentation_options in the TensorFlow Object Detection pipeline configuration?
Tensorflow
Configuration
Object Detection
What is the difference between a sigmoid followed by the cross entropy and sigmoid_cross_entropy_with_logits in TensorFlow?
Machine Learning
Tensorflow
Classification
Cross Entropy
Sigmoid
gensim Doc2Vec vs tensorflow Doc2Vec
Python
Tensorflow
Nlp
Gensim
Doc2vec
How to Properly Combine TensorFlow's Dataset API and Keras?
Tensorflow
Keras
Disable Tensorflow debugging information
Python
Tensorflow
Could not find a version that satisfies the requirement tensorflow
Python
Python 3.x
Python 2.7
Tensorflow
Pip
Tensorflow read images with labels
Python
Tensorflow
Clearing Tensorflow GPU memory after model execution
Python
Tensorflow
Gpu
How to print the value of a Tensor object in TensorFlow?
Python
Tensorflow
Tensor
AttributeError: module 'tensorflow' has no attribute 'reset_default_graph'
Python
Tensorflow
Pycharm
ImportError: Could not import the Python Imaging Library (PIL) required to load image files on tensorflow
Python
Python 2.7
Tensorflow
Python Imaging-Library
Pillow
Tensorflow: How to replace or modify gradient?
Python
Tensorflow
Neural Network
What is the purpose of tf.global_variables_initializer?
Tensorflow
Deep Learning
Tensorflow Data Adapter Error: ValueError: Failed to find data adapter that can handle input
Python
Tensorflow
Keras
Lstm
How do I start tensorflow docker jupyter notebook
Docker
Jupyter
Tensorflow
Tensorflow python : Accessing individual elements in a tensor
Python
Python 2.7
Tensorflow
CBOW v.s. skip-gram: why invert context and target words?
Nlp
Tensorflow
Deep Learning
Word2vec
Word Embedding
Custom loss function in Keras
Python
Tensorflow
Keras
Deep Learning
Computer Vision
ImportError: libcublas.so.10.0: cannot open shared object file: No such file or directory
Tensorflow
Ubuntu 18.04
How to fix "AttributeError: module 'tensorflow' has no attribute 'get_default_graph'"?
Python
Tensorflow
Keras
Keras Layer
tf.keras
Module 'tensorflow' has no attribute 'contrib'
Tensorflow
What's the difference of name scope and a variable scope in tensorflow?
Tensorflow
In tensorflow what is the difference between tf.add and operator (+)?
Tensorflow
Why do we need TensorFlow tf.Graph?
Tensorflow
What is difference between tf.truncated_normal and tf.random_normal?
Math
Machine Learning
Tensorflow
Error when checking target: expected dense_3 to have shape (3,) but got array with shape (1,)
Python
Python 3.x
Tensorflow
Keras
What is the difference between CuDNNLSTM and LSTM in Keras?
Tensorflow
Keras
Lstm
Tensorflow Allocation Memory: Allocation of 38535168 exceeds 10% of system memory
Python
Tensorflow
Memory
Keras Layer
Resnet
Tensorflow Custom TFLite java.lang.NullPointerException: Cannot allocate memory for the interpreter
Android
Python
Tensorflow
AttributeError: module 'tensorflow' has no attribute 'ConfigProto'
Python
Tensorflow
Tensorflow: Using Adam optimizer
Python
Tensorflow
How to set specific gpu in tensorflow?
Tensorflow
Tensorflow Gpu
What does tf.gfile do in TensorFlow?
Python
Tensorflow
"Could not interpret optimizer identifier" error in Keras
Python
Python 3.x
Tensorflow
Keras
How to use stop_gradient in Tensorflow
Tensorflow
TensorFlow: "Attempting to use uninitialized value" in variable initialization
Python
Machine Learning
Linear Regression
Tensorflow
Tensorflow: How to get a tensor by name?
Python
Scope
Tensorflow
TensorBoard - Plot training and validation losses on the same graph?
Machine Learning
Tensorflow
Tensorboard
CUDA_ERROR_OUT_OF_MEMORY in tensorflow
Tensorflow
Reset weights in Keras layer
Python
Tensorflow
Machine Learning
Keras
Keras Layer
Tensorflow crashes with CUBLAS_STATUS_ALLOC_FAILED
Tensorflow
Windows 10
Mnist
Cublas
What is a batch in TensorFlow?
Tensorflow
Machine Learning
Neural Network
Deep Learning
Tensor
Difference between Keras model.save() and model.save_weights()?
Machine Learning
Tensorflow
Neural Network
Keras
Understanding the ResourceExhaustedError: OOM when allocating tensor with shape
Tensorflow
Tensorflow Gpu
tf.data.Dataset: how to get the dataset size (number of elements in an epoch)?
Python
Python 3.x
Tensorflow
Tensorflow Datasets
Convert a tensor to numpy array in Tensorflow?
Python
Numpy
Tensorflow
Which TensorFlow and CUDA version combinations are compatible?
Tensorflow
Cuda
Version
Compatibility
Cudnn
In TensorFlow, what is the difference between Session.run() and Tensor.eval()?
Python
Tensorflow
How to get current available GPUs in tensorflow?
Python
Gpu
Tensorflow
Could not install packages due to an EnvironmentError: [WinError 5] Access is denied:
Tensorflow
Keras, How to get the output of each layer?
Python
Tensorflow
Deep Learning
Keras
Ordering of batch normalization and dropout?
Python
Neural Network
Tensorflow
Conv Neural-Network
How to build and use Google TensorFlow C++ api
C++
Tensorflow
Why is TensorFlow 2 much slower than TensorFlow 1?
Python
Tensorflow
Keras
Performance Testing
tensorflow2.0
Tensorflow 2.0 - AttributeError: module 'tensorflow' has no attribute 'Session'
Python
Tensorflow
Keras
tensorflow2.0
How to run Tensorflow on CPU
Python
Tensorflow
How can I run Tensorboard on a remote server?
Tensorflow
Machine Learning
Data Visualization
Remote Access
Tensorboard
Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX AVX2
Python
Tensorflow
Cpu
Avx
What is the difference between steps and epochs in TensorFlow?
Machine Learning
Tensorflow
What does tf.nn.embedding_lookup function do?
Python
Tensorflow
Deep Learning
Word Embedding
Natural Language-Processing
TensorFlow, why was python the chosen language?
Python
C++
Machine Learning
Tensorflow
What is the role of "Flatten" in Keras?
Machine Learning
Tensorflow
Neural Network
Deep Learning
Keras
How does tf.app.run() work?
Python
Python 3.x
Tensorflow
Can I run Keras model on gpu?
Python
Tensorflow
Keras
Jupyter
Understanding TensorBoard (weight) histograms
Tensorflow
Histogram
Tensorboard
How are the new tf.contrib.summary summaries in TensorFlow evaluated?
Python
Tensorflow
Tensorboard
What does tf.nn.conv2d do in tensorflow?
Neural Network
Tensorflow
TensorFlow not found using pip
Python
Tensorflow
Pip
How to save/restore a model after training?
Python
Tensorflow
In Tensorflow, get the names of all the Tensors in a graph
Python
Tensorflow
Tensorboard
Skflow
Could not load dynamic library 'cudart64_101.dll' on tensorflow CPU-only installation
Python
Python 3.x
Tensorflow
Keras
tensorflow2.0
Difference between Variable and get_variable in TensorFlow
Python
Tensorflow
TensorFlow, why there are 3 files after saving the model?
Tensorflow
Loading a trained Keras model and continue training
Python
Tensorflow
Neural Network
Keras
Resuming Training
What's the purpose of tf.app.flags in TensorFlow?
Python
Tensorflow
Deep-Learning Nan loss reasons
Python
Tensorflow
Machine Learning
Keras
Theano
What's the difference between sparse_softmax_cross_entropy_with_logits and softmax_cross_entropy_with_logits?
Neural Network
Tensorflow
Softmax
Cross Entropy
Tensorflow Strides Argument
Python
Neural Network
Convolution
Tensorflow
Conv Neural-Network
Meaning of buffer_size in Dataset.map , Dataset.prefetch and Dataset.shuffle
Tensorflow
Tensorflow Datasets
Should we do learning rate decay for adam optimizer
Neural Network
Tensorflow
Can Keras with Tensorflow backend be forced to use CPU or GPU at will?
Python
Machine Learning
Tensorflow
Keras
How to apply gradient clipping in TensorFlow?
Python
Tensorflow
Machine Learning
Keras
Deep Learning
How to set adaptive learning rate for GradientDescentOptimizer?
Python
Tensorflow
Tensorflow - ValueError: Failed to convert a NumPy array to a Tensor (Unsupported object type float)
Python
Tensorflow
Keras
Lstm
TensorFlow saving into/loading a graph from a file
Python
Tensorflow
Protocol Buffers
What does global_step mean in Tensorflow?
Tensorflow
Deep Learning
What is the difference between np.mean and tf.reduce_mean?
Python
Numpy
Machine Learning
Mean
Tensorflow
Using a pre-trained word embedding (word2vec or Glove) in TensorFlow
Python
Numpy
Tensorflow
Deep Learning
Can I use TensorBoard with Google Colab?
Tensorflow
Tensorboard
Google Colaboratory
TensorFlow, "'module' object has no attribute 'placeholder'"
Python
Machine Learning
Tensorflow
Will scikit-learn utilize GPU?
Python
Tensorflow
Scikit Learn
K Means
Neuraxle
Does model.compile() initialize all the weights and biases in Keras (tensorflow backend)?
Tensorflow
Keras
How to choose cross-entropy loss in TensorFlow?
Python
Tensorflow
Neural Network
Logistic Regression
Cross Entropy
How to get Tensorflow tensor dimensions (shape) as int values?
Python
Tensorflow
Machine Learning
Artificial Intelligence
How to add regularizations in TensorFlow?
Python
Neural Network
Tensorflow
Deep Learning
How to get stable results with TensorFlow, setting random seed
Python
Numpy
Tensorflow
How to solve "AttributeError: module 'google.protobuf.descriptor' has no attribute '_internal_create_key"?
Python
Tensorflow
Protocol Buffers
Object Detection-Api
Proto
ImportError: No module named tensorflow
Python
Module
Installation
Tensorflow
Pip
Tensorflow set CUDA_VISIBLE_DEVICES within jupyter
Python
Environment Variables
Tensorflow
On Windows, running "import tensorflow" generates No module named "_pywrap_tensorflow" error
Tensorflow
How to do Xavier initialization on TensorFlow
Python
Tensorflow
What are logits? What is the difference between softmax and softmax_cross_entropy_with_logits?
Python
Machine Learning
Tensorflow
How to *actually* read CSV data in TensorFlow?
Python
Csv
Tensorflow
Using Keras & Tensorflow with AMD GPU
Python
Python 2.7
Opencl
Tensorflow
Keras
How to assign a value to a TensorFlow variable?
Python
Tensorflow
Neural Network
Deep Learning
Variable Assignment
Making predictions with a TensorFlow model
Tensorflow
How to stack multiple lstm in keras?
Tensorflow
Deep Learning
Keras
Lstm
Keras Layer
Meaning of inter_op_parallelism_threads and intra_op_parallelism_threads
Python
Parallel Processing
Tensorflow
Distributed Computing
How do display different runs in TensorBoard?
Tensorflow
Tensorboard
What is the difference between Dataset.from_tensors and Dataset.from_tensor_slices?
Python
Tensorflow
Tensorflow Datasets
How to tell if tensorflow is using gpu acceleration from inside python shell?
Python
Tensorflow
Ubuntu
Gpu
How could I use batch normalization in TensorFlow?
Python
Tensorflow
What is the difference between 'SAME' and 'VALID' padding in tf.nn.max_pool of tensorflow?
Python
Tensorflow
Deep Learning
What is the purpose of the Tensorflow Gradient Tape?
Tensorflow
Eager Execution
tensorflow:AttributeError: 'module' object has no attribute 'mul'
Python
Tensorflow
How to inspect a Tensorflow .tfrecord file?
Python
Tensorflow
Tfrecord
What is the default kernel initializer in tf.layers.conv2d and tf.layers.dense?
Tensorflow
Can I measure the execution time of individual operations with TensorFlow?
Tensorflow
AttributeError: 'Tensor' object has no attribute 'numpy'
Python
Numpy
Tensorflow
Attributeerror
Tensor
How do I disable TensorFlow's eager execution?
Tensorflow
FailedPreconditionError: Attempting to use uninitialized in Tensorflow
Python
Pandas
Classification
Tensorflow
Gradient Descent vs Adagrad vs Momentum in TensorFlow
Tensorflow
Deep Learning
TensorFlow: InternalError: Blas SGEMM launch failed
Tensorflow
Blas
What is the difference between variable_scope and name_scope?
Python
Scope
Tensorflow
What's the difference between tf.Session() and tf.InteractiveSession()?
Tensorflow
In Keras, what exactly am I configuring when I create a stateful `LSTM` layer with N `units`?
Tensorflow
Neural Network
Keras
Lstm
How to export Keras .h5 to tensorflow .pb?
Python
Tensorflow
Keras
Installing Python3.6 alongside Python3.7 on Mac
Macos
Tensorflow
Python 3.6
Python 3.7
Failed to get convolution algorithm. This is probably because cuDNN failed to initialize,
Python
Tensorflow
Keras
Tensorflow One Hot Encoder?
Python
Machine Learning
Neural Network
Tensorflow
Get the value of some weights in a model trained by TensorFlow
Tensorflow
What is the difference between sparse_categorical_crossentropy and categorical_crossentropy?
Python
Tensorflow
Machine Learning
Keras
Deep Learning
Higher validation accuracy, than training accurracy using Tensorflow and Keras
Tensorflow
Machine Learning
Neural Network
Keras
Classification
What does batch, repeat, and shuffle do with TensorFlow Dataset?
Tensorflow
Dataset
What is the meaning of the word logits in TensorFlow?
Tensorflow
Machine Learning
Neural Network
Deep Learning
Cross Entropy
How to "reset" tensorboard data after killing tensorflow instance
Tensorflow
Tensorboard
In TensorFlow, what is tf.identity used for?
Python
Tensorflow
How to find which version of TensorFlow is installed in my system?
Python
Ubuntu
Tensorflow
Command Line
Version
Remove nodes from graph or reset entire default graph
Python
Tensorflow
How to count total number of trainable parameters in a tensorflow model?
Neural Network
Tensorflow
How to import keras from tf.keras in Tensorflow?
Python
Tensorflow
Deep Learning
Keras
When importing tensorflow, I get the following error: No module named 'numpy.core._multiarray_umath'
Python 3.x
Numpy
Tensorflow
Anaconda
"synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'." problem in TensorFlow
Python
Python 3.x
Numpy
Tensorflow
Artificial Intelligence
Tensorflow NaN bug?
Nan
Tensorflow
Simple way to visualize a TensorFlow graph in Jupyter?
Tensorflow
Jupyter
Graph Visualization
Tensorboard
Keras model.summary() object to string
Python
Tensorflow
Machine Learning
Keras
Deep Learning
Tensorflow: None of the MLIR optimization passes are enabled (registered 1)
Python
Tensorflow
Keras
Deep Learning
How to add if condition in a TensorFlow graph?
Python
If Statement
Tensorflow
Error running basic tensorflow example
Python
Ubuntu
Tensorflow
TensorFlow - regularization with L2 loss, how to apply to all weights, not just last one?
Machine Learning
Neural Network
Tensorflow
Deep Learning
Regularized
Dimension of shape in conv1D
Python
Tensorflow
Keras
Deep Learning
Conv Neural-Network
Keras - Difference between categorical_accuracy and sparse_categorical_accuracy
Python
Tensorflow
Machine Learning
Keras
Deep Learning
How can I use a pre-trained neural network with grayscale images?
Python
Tensorflow
Machine Learning
Keras
Deep Learning
How to interpret Poolallocator messages in tensorflow?
Machine Learning
Tensorflow
TensorFlow - Importing data from a TensorBoard TFEvent file?
Python
Tensorflow
Tensorboard
Negative dimension size caused by subtracting 3 from 1 for 'Conv2D'
Python
Tensorflow
Keras
tf.nn.conv2d vs tf.layers.conv2d
Python
Tensorflow
How do I check if keras is using gpu version of tensorflow?
Python
Tensorflow
Neural Network
Keras
NotImplementedError: Cannot convert a symbolic Tensor (2nd_target:0) to a numpy array
Python
Tensorflow
Keras
Loss Function
How to prevent tensorflow from allocating the totality of a GPU memory?
Python
Tensorflow
tensorflow2.0
tensorflow2.x
Nvidia Titan
List of tensor names in graph in Tensorflow
Python
Tensorflow
Tensorflow dense gradient explanation?
Tensorflow
tf.shape() get wrong shape in tensorflow
Python
Python 3.x
Tensorflow
Tensor
How to define max_queue_size, workers and use_multiprocessing in keras fit_generator()?
Python
Tensorflow
Machine Learning
Keras
Gpu
How to approach a number guessing game (with a twist) algorithm?
Python
Algorithm
Tensorflow
Machine Learning
Keras
Why the 6 in relu6?
Tensorflow
Tensorflow vs OpenCV
Opencv
Tensorflow
Artificial Intelligence
Tensorflow Tensorboard default port
Python
Tensorflow
Tensorboard
Convert Keras model to C++
C++
Tensorflow
Theano
Conv Neural-Network
Keras
Unbalanced data and weighted cross entropy
Python
Machine Learning
Tensorflow
Deep Learning
Split a dataset created by Tensorflow dataset API in to Train and Test?
Tensorflow
Tensorflow Datasets
WARNING:tensorflow:sample_weight modes were coerced from ... to ['...']
Python
Tensorflow
Keras
tensorflow2.0
tf.keras
Adjust Single Value within Tensor -- TensorFlow
Indexing
Addition
Tensorflow
Tensorflow doesn't seem to see my gpu
Tensorflow
How to check if keras tensorflow backend is GPU or CPU version?
Tensorflow
Keras
Is Tensorflow compatible with a Windows workflow?
Python
Windows
Tensorflow
How do I convert a directory of jpeg images to TFRecords file in tensorflow?
Tensorflow
Tfrecord
Is there a way to suppress the messages TensorFlow prints?
Python
Tensorflow
TensorFlow: Blas GEMM launch failed
Python
Tensorflow
Keras
Blas
Tensorflow: How do I convert a EagerTensor into a numpy array?
Python
Tensorflow
How to understand static shape and dynamic shape in TensorFlow?
Tensorflow
Keras ValueError: Input 0 is incompatible with layer conv2d_1: expected ndim=4, found ndim=5
Python
Tensorflow
Deep Learning
Keras
Conv Neural-Network
What's the difference between a Tensorflow Keras Model and Estimator?
Tensorflow
Keras
Tensorflow Estimator
tf.data with multiple inputs / outputs in Keras
Tensorflow
Keras
Tensorflow Datasets
RuntimeError: tf.placeholder() is not compatible with eager execution
Python
Python 3.x
Tensorflow
tensorflow2.0
How to set layer-wise learning rate in Tensorflow?
Python
Deep Learning
Tensorflow
How do I use TensorFlow GPU?
Python
Tensorflow
Gpu