| .. | ||
| processed_images | ||
| OUTDATED_process_image.py | ||
| OUTDATED_process_many_times.py | ||
| OUTDATED_process_multiple_images.py | ||
| README.md | ||
Exercise 2c
Processing images with simultaneous multiprocessing and multithreading.
process_image.py processes a single image.
It can be used as a script: process_image.py foo.jpg
It is also an importable module. process_image.magic("foo.jpg")
process_multiple_images uses process_image to process a series of images.
It should be called as following:
process_multiple_images n_processes n_threads filename1.png filename2.png …
-
start a separate terminal window with
htop:gnome-terminal -- htop & -
call
python process_multiple_images.py 2 2 images/*.png
You should see htop showing 4 threads (2 worked processes × 2 numpy threads).
Play with different numbers of processes and threads. Which combination is optimum (fastest)?