Topics

• Measure the execution time of individual operations
• Creating a custom operation with tf.py_func (CPU only)
• How to debug a memory leak in TensorFlow

Examples

• Basic example with TensorFlow's Timeline object
• Basic example
• Why to use tf.py_func
• Use Graph.finalize() to catch nodes being added to the graph
• Use the tcmalloc allocator