RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cpu and cuda:0! When predicting with my model

The RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cpu and cuda:0! When predicting with my model error occurs when the input tensors and the model are on different devices (e.g., one on CPU and the other on GPU). To fix the RuntimeError: Expected all tensors to be … Read more

RuntimeError: The size of tensor a (4000) must match the size of tensor b (512) at non-singleton dimension 1

The RuntimeError: The size of tensor a (4000) must match the size of tensor b (512) at non-singleton dimension 1 error occurs when you exceed the maximum input length limitation, usually 512 tokens. To fix the RuntimeError: The size of tensor a (4000) must match the size of tensor b (512) at non-singleton dimension 1 error, you … Read more

TypeError: ‘tensorflow.python.framework.ops.EagerTensor’ object is not callable

The TypeError: ‘tensorflow.python.framework.ops.EagerTensor’ object is not callable error occurs when you try to call a TensorFlow EagerTensor object as if it were a function or method. If you forget to use the .numpy() method to convert the EagerTensor to a NumPy array before calling it, this TypeError will be raised. See the below code. import tensorflow … Read more

How to Install Tensorflow on Mac

In this tutorial, we will see How To Install Tensorflow on Mac. For this tutorial, you must have installed Python 3 on your mac machine. If not, go to the python.org website and install version 3 of Python. Other than that, you need to have an editor like Visual Studio Code. You can always welcome with PyCharm IDE as … Read more