Pytorch setting print options ( Keeps printing vertically or columnwise)

Sundar_Krishna: <p>Hi ,<br>
whatever I try to print out or display</p>
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          0.0407,
         -0.0644,
          0.0427,
          0.1077,
          0.1166,
          0.0247,
          0.0703,
          0.0127],
        [-0.1079,
         -0.0435,
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         -0.0692,
          0.0438,
          0.1096,
          0.1183,
          0.0208,
          0.0712,
          0.0214]],
       grad_fn=&lt;AddmmBackward&gt;)
</code></pre>
<p>It displays vertically or columnwise only , How can I display it  like a normal matrix?<br>
Thanks !!</p>

albanD: <p>What do you mean by “normal matrix”. This looks quite reasonable as a way to print a matrix of size <code>10 x 1</code>.<br>
If you have a vector (of size <code>10</code>) or a row matrix (of size <code>1 x 10</code>) it will print on the same line.</p>

Sundar_Krishna: <pre><code class="lang-auto">tensor([[-0.1028,
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        [-0.1092,
         -0.0381,
          0.0450,
         -0.0686,
          0.0440,
          0.1097,
          0.1128,
          0.0272,
          0.0716,
          0.0105],
        [-0.1118,
         -0.0399,
          0.0406,
         -0.0654,
          0.0446,
          0.1169,
          0.1066,
          0.0261,
          0.0716,
          0.0099],
        [-0.1064,
         -0.0449,
          0.0367,
         -0.0617,
          0.0417,
          0.1090,
          0.1150,
          0.0223,
          0.0675,
          0.0140],
        [-0.1087,
         -0.0379,
          0.0407,
         -0.0644,
          0.0427,
          0.1077,
          0.1166,
          0.0247,
          0.0703,
          0.0127],
        [-0.1079,
         -0.0435,
          0.0422,
         -0.0692,
          0.0438,
          0.1096,
          0.1183,
          0.0208,
          0.0712,
          0.0214]],
       grad_fn=&lt;AddmmBackward&gt;)
</code></pre>
<p>prints like this, (Edited original post also )<br>
Do I have to reshape it everytime?</p>

albanD: <p>The way the printing works is that we plot the last two dimensions as a 2D matrix.<br>
And extra dimensions before are stacked and these 2D matrices are written one below the other.<br>
Note that the same thing is done by numpy and most libraries I know.</p>
<p>In your case, because the last dimension is <code>1</code>, then have only colum vectors.<br>
You can remove that dimension if you want to change the way it is printed.</p>

Sundar_Krishna: <p><code>torch.Size([100, 10])</code><br>
This is what I get when I checked the shape of above displayed tensor.  so how can I remove that or should I state somewhere dim=0?</p>

albanD: <p>Ho that’s surprising.<br>
Can you try <code>torch.set_printoptions(linewidth=120)</code> ?  Maybe the linewidth of your terminal is not set properly?</p>

Sundar_Krishna: <p>I have already set it to 20 , is that wrong? , Wow that solved my error , thank you very much , By the way what are the values of linewidth in general I have to use?</p>

albanD: <p>Ho right!<br>
This value tells how wide the. screen is. And the value is in characters.<br>
The usual default is 80. But if your screen is extra wide, you can increase that to use more of it.</p>
<p>If you set it to 20, then as you saw, it will be forced to write things in column as there isn’t enough space in each line to write the content.</p>

Sundar_Krishna: <p>Thank you so much , It was indeed a clear explanation . for easily to be noticed by others , I will change the topic to set print options</p>