What is the meaning of the word logits in TensorFlow?

In the following TensorFlow function, we must feed the activation of artificial neurons in the final layer. That I understand. But I don’t understand why it is called logits? Isn’t that a mathematical function?

loss_function = tf.nn.softmax_cross_entropy_with_logits(
     logits = last_layer,
     labels = target_output
)

Related Posts:

  1. What is the use of train_on_batch() in keras?
  2. What is cross-entropy?
  3. What is the difference between sparse_categorical_crossentropy and categorical_crossentropy?
  4. How to initialize weights in PyTorch?
  5. Cross Validation in Keras
  6. ImportError: No module named ‘tensorflow.python’
  7. What’s the difference between torch.stack() and torch.cat() functions?
  8. word2vec: negative sampling (in layman term)?
  9. Backward function in PyTorch
  10. What is the difference between np.mean and tf.reduce_mean?
  11. What’s the difference between scikit-learn and tensorflow? Is it possible to use them together?
  12. tar: Unrecognized archive format error when trying to unpack flower_photos.tgz, TF tutorials on OSX
  13. What is the difference between ‘SAME’ and ‘VALID’ padding in tf.nn.max_pool of tensorflow?
  14. How to implement the ReLU function in Numpy
  15. RuntimeError: module compiled against API version 0xc but this version of numpy is 0xb
  16. Naive Bayes vs. SVM for classifying text data
  17. ImportError(‘Could not import PIL.Image. ‘ working with keras-ternsorflow
  18. RuntimeError: dimension out of range (expected to be in range of [-1, 0], but got 1)
  19. TensorFlow: how is dataset.train.next_batch defined?
  20. What is the difference between model.fit() an model.evaluate() in Keras?
  21. Tensorflow import error: No module named ‘tensorflow’
  22. ImportError: No module named tensorflow
  23. Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX AVX2
  24. Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX AVX2
  25. How to find which version of TensorFlow is installed in my system?
  26. Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX AVX2
  27. Could not find a version that satisfies the requirement tensorflow
  28. Could not find a version that satisfies the requirement tensorflow
  29. ImportError: No module named ‘keras’
  30. Expected 2D array, got 1D array instead error
  31. How can I one hot encode in Python?
  32. ImportError: libcublas.so.9.0: cannot open shared object file
  33. Error in Python script “Expected 2D array, got 1D array instead:”?
  34. Error in Python script “Expected 2D array, got 1D array instead:”?
  35. Convert a tensor to numpy array in Tensorflow?
  36. Convert a tensor to numpy array in Tensorflow?
  37. how to find libstdc++.so.6: that contain GLIBCXX_3.4.19 for RHEL 6?
  38. Cross Entropy in PyTorch
  39. Convert a tensor to numpy array in Tensorflow?
  40. How to unpack pkl file?
  41. Tensorflow: why ‘pip uninstall tensorflow’ cannot find tensorflow
  42. Installing tensorflow with anaconda in windows
  43. Cannot uninstall Tensorflow
  44. Keras, how do I predict after I trained a model?
  45. error: Failed to load the native TensorFlow runtime
  46. Can I run Keras model on gpu?
  47. How to tell if tensorflow is using gpu acceleration from inside python shell?
  48. pip3: command not found
  49. How to implement the Softmax function in Python
  50. Pytorch reshape tensor dimension
  51. ImportError: libcuda.so.1: cannot open shared object file
  52. Where do I call the BatchNormalization function in Keras?
  53. Import error when trying to import tensorflow with gpu
  54. LSTM Keras input shape confusion
  55. Failed to load the native TensorFlow runtime – TensorFlow 2.1
  56. No Module Named ‘_pywrap_tensorflow_internal’
  57. ImportError: cannot import name ‘abs’
  58. Tensorflow not running on GPU
  59. Could not install packages due to an EnvironmentError: [WinError 5] Access is denied:
  60. Intuition for perceptron weight update rule
  61. What is the meaning of ‘for _ in range()
  62. Uninstalling TensorFlow from Anaconda environment
  63. Tensorflow can’t find “cudart64_90.dll” even though it is installed with Path variable set
  64. TensorFlow: Blas GEMM launch failed
  65. How to improve paralelized computing in AWS EC2?
  66. ValueError: x and y must be the same size
  67. R neuralNet: “non-conformable arguments”
  68. CUDA_ERROR_OUT_OF_MEMORY in tensorflow
  69. Error: OOM when allocating tensor with shape
  70. Understanding the ResourceExhaustedError: OOM when allocating tensor with shape
  71. can’t open tensorboard 0.0.0.0:6006 or localhost:6006
  72. Calculate the Cumulative Distribution Function (CDF) in Python
  73. How to fix “AttributeError: module ‘tensorflow’ has no attribute ‘get_default_graph'”?
  74. Unable to convert 3d ply file image to 2d image
  75. Is there a tensorflow version that is compatible with Cuda 9.0 and cudnn 7.1
  76. getting ValueError : “Can only tuple-index with a MultiIndex “
  77. TensorFlow not found using pip
  78. Tensorflow: When should I use or not use `feed_dict`?
  79. Scikit-learn GridSearch giving “ValueError: multiclass format is not supported” error
  80. NaN loss when training regression network
  81. Tensorflow: ImportError: libcusolver.so.8.0: cannot open shared object file: No such file or directory
  82. Tensorflow 2.0 – AttributeError: module ‘tensorflow’ has no attribute ‘Session’
  83. No module named ‘tqdm’
  84. numpy : calculate the derivative of the softmax function
  85. ValueError: multiclass format is not supported
  86. Install pip for python 3.5
  87. How to change python version in Anaconda?
  88. AttributeError: ‘module’ object has no attribute ‘main’ for tf.app.run()
  89. How to downgrade tensorflow, multiple versions possible?
  90. TensorfloTensorflow installation error: not a supported wheel on this platformw installation error: not a supported wheel on this platform
  91. Does TensorFlow plan to support OpenCL?

Leave a Comment

error code: 523