CUDA_ERROR_OUT_OF_MEMORY in tensorflow

by

In case it’s still relevant for someone, I encountered this issue when trying to run Keras/Tensorflow for the second time, after a first run was aborted. It seems the GPU memory is still allocated, and therefore cannot be allocated again. It was solved by manually ending all python processes that use the GPU, or alternatively, closing the existing terminal and running again in a new terminal window.

More Related Contents:

  1. TensorFlow and person recognition in video stream
  2. How to understand static shape and dynamic shape in TensorFlow?
  3. How to Properly Combine TensorFlow’s Dataset API and Keras?
  4. How Can I Define Only the Gradient for a Tensorflow Subgraph?
  5. Get the value of some weights in a model trained by TensorFlow
  6. How do I disable TensorFlow’s eager execution?
  7. Confused by the behavior of `tf.cond`
  8. Convert a graph proto (pb/pbtxt) to a SavedModel for use in TensorFlow Serving or Cloud ML Engine
  9. Split a dataset created by Tensorflow dataset API in to Train and Test?
  10. TensorFlow: slow performance when getting gradients at inputs
  11. TensorFlow, why there are 3 files after saving the model?
  12. Tensorflow doesn’t seem to see my gpu
  13. tensorflow on GPU: no known devices, despite cuda’s deviceQuery returning a “PASS” result
  14. How can I run Tensorflow on one single core?
  15. Initializing tensorflow Variable with an array larger than 2GB
  16. Holding variables constant during optimizer
  17. TensorFlow: Dst tensor is not initialized
  18. Using Gensim Fasttext model with LSTM nn in keras
  19. What is the proper way to install TensorFlow on Apple M1 in 2022
  20. How do I convert a directory of jpeg images to TFRecords file in tensorflow?
  21. ImportError: libcublas.so.10.0: cannot open shared object file: No such file or directory
  22. Tensorflow get all variables in scope
  23. Convert between NHWC and NCHW in TensorFlow
  24. How to properly use tf.metrics.accuracy?
  25. How can I convert a trained Tensorflow model to Keras?
  26. ImportError: libcudnn when running a TensorFlow program
  27. Google Storage (gs) wrapper file input/out for Cloud ML?
  28. What does batch, repeat, and shuffle do with TensorFlow Dataset?
  29. parallelising tf.data.Dataset.from_generator
  30. Choosing number of Steps per Epoch

Leave a Comment