Error in building a LSTM model due to tf version





.everyoneloves__top-leaderboard:empty,.everyoneloves__mid-leaderboard:empty,.everyoneloves__bot-mid-leaderboard:empty{ height:90px;width:728px;box-sizing:border-box;
}







0















I am building a LSTM model to predict the evolution of time series but since I am refering to some previous version of tensorflow in my sources I have an error.
My code is :



from tensorflow.contrib import rnn







def LSTM(x):

    layer = {'weights':tf.Variable(tf.random_normal([rnn_size, 1])),'biases':tf.Variable(tf.random_normal([1]))}

    x = tf.transpose(x, [1,0,2])

    x = tf.reshape(x, [-1, chunk_size])

    x = tf.split(x, n_chunks, 0)

    lstm_cell = tf.nn.rnn_cell.LSTMCell(rnn_size, state_is_tuple=True, activation=tf.nn.relu)

    outputs, states = rnn.rnn(lstm_cell, x, dtype=tf.float32)

    output = tf.matmul(outputs[-1], layer['weights']) + layer['biases']

    return output


And I end up with the error message:
module 'tensorflow.contrib.rnn' has no attribute 'rnn'



How can I modify my code to make it work with tensorflow 1.12.0 version?






python tensorflow lstm recurrent-neural-network







share|improve this question





























    0















    I am building a LSTM model to predict the evolution of time series but since I am refering to some previous version of tensorflow in my sources I have an error.
    My code is :



    from tensorflow.contrib import rnn
    

    

    

    
def LSTM(x):
    
    layer = {'weights':tf.Variable(tf.random_normal([rnn_size, 1])),'biases':tf.Variable(tf.random_normal([1]))}
    
    x = tf.transpose(x, [1,0,2])
    
    x = tf.reshape(x, [-1, chunk_size])
    
    x = tf.split(x, n_chunks, 0)
    
    lstm_cell = tf.nn.rnn_cell.LSTMCell(rnn_size, state_is_tuple=True, activation=tf.nn.relu)
    
    outputs, states = rnn.rnn(lstm_cell, x, dtype=tf.float32)
    
    output = tf.matmul(outputs[-1], layer['weights']) + layer['biases']
    
    return output


    And I end up with the error message:
    module 'tensorflow.contrib.rnn' has no attribute 'rnn'



    How can I modify my code to make it work with tensorflow 1.12.0 version?






    python tensorflow lstm recurrent-neural-network







    share|improve this question

























      0












      0








      0








      I am building a LSTM model to predict the evolution of time series but since I am refering to some previous version of tensorflow in my sources I have an error.
      My code is :



      from tensorflow.contrib import rnn
      

      

      

      
def LSTM(x):
      
    layer = {'weights':tf.Variable(tf.random_normal([rnn_size, 1])),'biases':tf.Variable(tf.random_normal([1]))}
      
    x = tf.transpose(x, [1,0,2])
      
    x = tf.reshape(x, [-1, chunk_size])
      
    x = tf.split(x, n_chunks, 0)
      
    lstm_cell = tf.nn.rnn_cell.LSTMCell(rnn_size, state_is_tuple=True, activation=tf.nn.relu)
      
    outputs, states = rnn.rnn(lstm_cell, x, dtype=tf.float32)
      
    output = tf.matmul(outputs[-1], layer['weights']) + layer['biases']
      
    return output


      And I end up with the error message:
      module 'tensorflow.contrib.rnn' has no attribute 'rnn'



      How can I modify my code to make it work with tensorflow 1.12.0 version?






      python tensorflow lstm recurrent-neural-network







      share|improve this question














      I am building a LSTM model to predict the evolution of time series but since I am refering to some previous version of tensorflow in my sources I have an error.
      My code is :



      from tensorflow.contrib import rnn
      

      

      

      
def LSTM(x):
      
    layer = {'weights':tf.Variable(tf.random_normal([rnn_size, 1])),'biases':tf.Variable(tf.random_normal([1]))}
      
    x = tf.transpose(x, [1,0,2])
      
    x = tf.reshape(x, [-1, chunk_size])
      
    x = tf.split(x, n_chunks, 0)
      
    lstm_cell = tf.nn.rnn_cell.LSTMCell(rnn_size, state_is_tuple=True, activation=tf.nn.relu)
      
    outputs, states = rnn.rnn(lstm_cell, x, dtype=tf.float32)
      
    output = tf.matmul(outputs[-1], layer['weights']) + layer['biases']
      
    return output


      And I end up with the error message:
      module 'tensorflow.contrib.rnn' has no attribute 'rnn'



      How can I modify my code to make it work with tensorflow 1.12.0 version?






      python tensorflow lstm recurrent-neural-network




      python tensorflow lstm recurrent-neural-network






      share|improve this question













      share|improve this question











      share|improve this question




      share|improve this question










      asked Jan 3 at 13:00









      ASUCBASUCB

      163




      163
























          0






          active

          oldest

          votes












          Your Answer






          StackExchange.ifUsing("editor", function () {
          StackExchange.using("externalEditor", function () {
          StackExchange.using("snippets", function () {
          StackExchange.snippets.init();
          });
          });
          }, "code-snippets");

          StackExchange.ready(function() {
          var channelOptions = {
          tags: "".split(" "),
          id: "1"
          };
          initTagRenderer("".split(" "), "".split(" "), channelOptions);

          StackExchange.using("externalEditor", function() {
          // Have to fire editor after snippets, if snippets enabled
          if (StackExchange.settings.snippets.snippetsEnabled) {
          StackExchange.using("snippets", function() {
          createEditor();
          });
          }
          else {
          createEditor();
          }
          });

          function createEditor() {
          StackExchange.prepareEditor({
          heartbeatType: 'answer',
          autoActivateHeartbeat: false,
          convertImagesToLinks: true,
          noModals: true,
          showLowRepImageUploadWarning: true,
          reputationToPostImages: 10,
          bindNavPrevention: true,
          postfix: "",
          imageUploader: {
          brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
          contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
          allowUrls: true
          },
          onDemand: true,
          discardSelector: ".discard-answer"
          ,immediatelyShowMarkdownHelp:true
          });


          }
          });














          draft saved

          draft discarded


















          StackExchange.ready(
          function () {
          StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f54022827%2ferror-in-building-a-lstm-model-due-to-tf-version%23new-answer', 'question_page');
          }
          );

          Post as a guest















          Required, but never shown

























          0






          active

          oldest

          votes








          0






          active

          oldest

          votes









          active

          oldest

          votes






          active

          oldest

          votes
















          draft saved

          draft discarded




















































          Thanks for contributing an answer to Stack Overflow!


          • Please be sure to answer the question. Provide details and share your research!

          But avoid …



          • Asking for help, clarification, or responding to other answers.

          • Making statements based on opinion; back them up with references or personal experience.


          To learn more, see our tips on writing great answers.




          draft saved


          draft discarded














          StackExchange.ready(
          function () {
          StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f54022827%2ferror-in-building-a-lstm-model-due-to-tf-version%23new-answer', 'question_page');
          }
          );

          Post as a guest















          Required, but never shown





















































          Required, but never shown














          Required, but never shown












          Required, but never shown







          Required, but never shown

































          Required, but never shown














          Required, but never shown












          Required, but never shown







          Required, but never shown







          Popular posts from this blog

          'app-layout' is not a known element: how to share Component with different Modules

          Image
          0 My application was working fine until I decided to go with lazy loading: So, my shared component looks like this: import { Component, Renderer2 } from '@angular/core'; export interface FormModel { captcha?: string; } @Component({ selector: 'app-layout', templateUrl: './app-layout.component.html', styleUrls: ['./app-layout.css'] }) export class FullLayoutComponent { } app-layout.component.ts I am using this component in my Another component say school-home.component.html like this: <app-layout> </app-layout> and it was working fine until I created a Module school-home.module.ts like this: import { NgModule } from '@angular/core'; import { CommonModule } from '@angular/common'; import { SchoolhomeRoutingModule ...
          Read more

          android studio warns about leanback feature tag usage required on manifest while using Unity exported app?

          Image
          .everyoneloves__top-leaderboard:empty,.everyoneloves__mid-leaderboard:empty,.everyoneloves__bot-mid-leaderboard:empty{ height:90px;width:728px;box-sizing:border-box; } 0 This is a simple project showing cubes on Unity, exported to android project and imported on Android studio. On maifest file it showed following warning: Expecting <uses-feature android:name="android.software.leanback" android:required="false" /> tag I have no information about it. And also on default emptyview android project does not use/mention this feature. I know it is required by TV's and such but why its not added by default? Why is this? And Should I concern about it? android unity3d ...
          Read more

          WPF add header to Image with URL pettitions [duplicate]

          Image
          up vote 0 down vote favorite This question already has an answer here: Image source URI requiring authorization 3 answers Add header to all* HTTP requests on a machine 1 answer first of all sorry for my english. Recently I added some security in the backend of my project, and now I need to send a validation code(apiKey) inside the headers to retrieve the images. I have a problem with ALL images in my project that I had attached in my UI. For example, before I had: <Image Height="90" Source="{Binding Video.Thumbnail}"/> Now I need to change my code to create a CUSTOM petition add the apiKey in the header:...
          Read more