I've installed on MacOS with Apple M3 Pro and 18GB of memory:
Matlab R2024b
Python 3.10.15
A virtual env with the requirements for HySUPP
When I launch the example command ! python unmixing.py data=DC2 model=SUnAA SNR=30 python crash. I have tested also with other models and params. Here the output:
/usr/local/Cellar/python@3.10/3.10.15/Frameworks/Python.framework/Versions/3.10/lib/python3.10/multiprocessing/resource_tracker.py:224: UserWarning: resource_tracker: There appear to be 1 leaked semaphore objects to clean up at shutdown
warnings.warn('resource_tracker: There appear to be %d '
Hi,
I've installed on MacOS with Apple M3 Pro and 18GB of memory:
When I launch the example command
! python unmixing.py data=DC2 model=SUnAA SNR=30python crash. I have tested also with other models and params. Here the output:! python unmixing.py data=DC2 model=SUnAA SNR=3005-Nov-24 19:53:02 - main - [DEBUG] - Config: DATA_dir: ./data/ FIGS_dir: ./figs/ MATLAB_root: /home/clear/azouaoui/code/matlab/ SNR: 30 data: data_dir: ./data/ dataset: DC2 figs_dir: ./figs/ name: src.data.base.HSIWithGT extractor: name: src.model.extractors.VCA force_align: false formatters: simple: datefmt: '%d-%b-%y %H:%M:%S' format: '%(asctime)s - %(name)s - [%(levelname)s] - %(message)s' handlers: console: class: logging.StreamHandler formatter: simple level: DEBUG stream: ext://sys.stdout l2_normalization: false loggers: sampleLogger: handlers:
05-Nov-24 19:53:02 - main - [INFO] - Unmixing mode: SEMI 05-Nov-24 19:53:02 - matplotlib - [DEBUG] - matplotlib data path: /Users/mattiarigiroli/phd-engine/HySUPP/venv/lib/python3.10/site-packages/matplotlib/mpl-data 05-Nov-24 19:53:02 - matplotlib - [DEBUG] - CONFIGDIR=/Users/mattiarigiroli/.matplotlib 05-Nov-24 19:53:02 - matplotlib - [DEBUG] - interactive is False 05-Nov-24 19:53:02 - matplotlib - [DEBUG] - platform is darwin 05-Nov-24 19:53:02 - matplotlib - [DEBUG] - CACHEDIR=/Users/mattiarigiroli/.matplotlib 05-Nov-24 19:53:02 - matplotlib.font_manager - [DEBUG] - Using fontManager instance from /Users/mattiarigiroli/.matplotlib/fontlist-v330.json 05-Nov-24 19:53:02 - src.semisupervised - [INFO] - Semi-Supervised Unmixing - [START]... 05-Nov-24 19:53:02 - src.data.base - [DEBUG] - Path to be opened: ./data/DC2.mat 05-Nov-24 19:53:02 - src.data.base - [DEBUG] - Data keys: dict_keys(['header', 'version', 'globals', 'Y', 'E', 'A', 'D', 'H', 'W', 'p', 'L', 'M', 'N', 'index']) 05-Nov-24 19:53:02 - src.semisupervised - [INFO] - HSI => DC2
224 bands, 100 lines, 100 samples (10000 pixels), 9 endmembers (['#0', '#1', '#2', '#3', '#4', '#5', '#6', '#7', '#8']), 240 atoms GlobalMinValue: 0.02272115275293592, GlobalMaxValue: 0.9662235319076795
05-Nov-24 19:53:02 - src.data.noise - [DEBUG] - Y shape => (224, 10000) 05-Nov-24 19:53:02 - src.data.noise - [INFO] - Desired SNR => 30 05-Nov-24 19:53:02 - src.data.noise - [DEBUG] - Sigmas after normalization: 0.0668153104781061 05-Nov-24 19:53:02 - src.data.noise - [DEBUG] - Sigma mean based on SNR: 0.3221919872184824 05-Nov-24 19:53:02 - src.data.noise - [DEBUG] - Final sigmas value: 0.021527357659560896 05-Nov-24 19:53:05 - src.model.semisupervised.SUnAA - [INFO] - Initial loss => 78366.76 0%| | 0/500 [00:00<?, ?it/s][1] 19388 segmentation fault python unmixing.py data=DC2 model=SUnAA SNR=30
/usr/local/Cellar/python@3.10/3.10.15/Frameworks/Python.framework/Versions/3.10/lib/python3.10/multiprocessing/resource_tracker.py:224: UserWarning: resource_tracker: There appear to be 1 leaked semaphore objects to clean up at shutdown warnings.warn('resource_tracker: There appear to be %d '
Do you have any advice?