tensot to numpy pytorch
#Back and forth between torch tensor and numpy
#np --> tensot
torch.from_numpy(your_numpy_array)
#tensor --> np
your_torch_tensor.numpy()tensot to numpy pytorch
#Back and forth between torch tensor and numpy
#np --> tensot
torch.from_numpy(your_numpy_array)
#tensor --> np
your_torch_tensor.numpy()tf tensor from numpy
tf.convert_to_tensor(my_np_array, dtype=tf.float32)convert tensor to numpy array
import tensorflow as tf
a = tf.constant([[1, 2], [3, 4]])
b = tf.add(a, 1)
a.numpy()
# array([[1, 2],
# [3, 4]], dtype=int32)
b.numpy()
# array([[2, 3],
# [4, 5]], dtype=int32)
tf.multiply(a, b).numpy()
# array([[ 2, 6],
# [12, 20]], dtype=int32)tensor.numpy() pytorch gpu
tensor_array.cpu().detach().numpy()how do i turn a tensor into a numpy array
import torch
# Create PyTorch tensor
A_torch = torch.tensor([1, 2])
# Convert tensor to NumPy array
A_np = A_torch.numpy()convert numpy array to tensor
import numpy as np
import torch
numpy_array = np.array([1,3,5])
tensor_array = torch.from_numpy(numpy_array)Copyright © 2021 Codeinu
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