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Training Deep Neural Networks for Wireless Resource Management

Python 68.02% MATLAB 31.98%
dnn wmmse wireless-resource-management power-control dnn-optimization python tensorflow

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tsp-dnn's Issues

Error while runing demo.py on colab

i disabled tensor2.0 also but i am getting the following error

Gaussian IC Case: K=10, Total Samples: 25000, Total Iterations: 100

Generate Data ... (seed = 0)
train DNN ...

AttributeError Traceback (most recent call last)
/content/demo.py in ()
39 # Save & Load model from this path
40 model_location = "model_10.ckpt"
---> 41 df.train(Xtrain, Ytrain, model_location, training_epochs=training_epochs, traintestsplit = 0.2, batch_size=200)
42
43 # Generate Testing Data

/content/function_dnn_powercontrol.py in train(X, Y, location, training_epochs, batch_size, LR, n_hidden_1, n_hidden_2, n_hidden_3, traintestsplit, LRdecay)
65 X_train = np.transpose(X[:, 0:num_train]) # training data
66 Y_train = np.transpose(Y[:, 0:num_train])
---> 67 x = tf.placeholder("float",None)
68 y = tf.placeholder("float",None)
69 is_train = tf.placeholder("bool")

AttributeError: module 'tensorflow' has no attribute 'placeholder'

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