Tensorflow Allocation Memory: Allocation of 38535168 exceeds 10% of system memory

by

Try reducing batch_size attribute to a small number(like 1,2 or 3).
Example:

train_generator = data_generator.flow_from_directory(
    'path_to_the_training_set',
    target_size = (IMG_SIZE,IMG_SIZE),
    batch_size = 2,
    class_mode="categorical"
    )

More Related Contents:

  1. Keras Dense layer’s input is not flattened
  2. Negative dimension size caused by subtracting 3 from 1 for ‘conv2d_2/convolution’
  3. How do I get the weights of a layer in Keras?
  4. How to fix “AttributeError: module ‘tensorflow’ has no attribute ‘get_default_graph'”?
  5. Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX AVX2
  6. How to tell if tensorflow is using gpu acceleration from inside python shell?
  7. Using a pre-trained word embedding (word2vec or Glove) in TensorFlow
  8. What is the difference between ‘SAME’ and ‘VALID’ padding in tf.nn.max_pool of tensorflow?
  9. Memory errors and list limits?
  10. Get total physical memory in Python
  11. Tensorflow: How to get a tensor by name?
  12. TypeError: __array__() takes 1 positional argument but 2 were given (Image classification Keras)
  13. “zsh: illegal hardware instruction python” when installing Tensorflow on macbook pro M1 [duplicate]
  14. Tracking *maximum* memory usage by a Python function
  15. Measure Object Size Accurately in Python – Sys.GetSizeOf not functioning
  16. Deep version of sys.getsizeof [duplicate]
  17. Python in-memory zip library
  18. Keras Custom loss function to pass arguments other than y_true and y_pred
  19. TensorFlow: training on my own image
  20. Unknown initializer: GlorotUniform when loading Keras model
  21. How to find which version of TensorFlow is installed in my system?
  22. No Module Named ‘_pywrap_tensorflow_internal’
  23. Python deep getsizeof list with contents?
  24. Error while import tensorflow module
  25. Unexpected keyword argument ‘ragged’ in Keras
  26. Tensorflow and Multiprocessing: Passing Sessions
  27. Sparse Tensor (matrix) from a dense Tensor Tensorflow
  28. how to convert numpy to tfrecords and then generate batches?
  29. How to fix ipykernel_launcher.py: error: unrecognized arguments in jupyter?
  30. How to prefetch data using a custom python function in tensorflow

Leave a Comment