Download the data from Volcanoes on Venus Dataset: https://kdd.ics.uci.edu/databases/volcanoes/volcanoes.html and put it under data. Unpack and run data_loader.py.
python3 -m venv .env
source .env/bin/activate
pip3 install -r requirements.txtIf there are device issues with tf v2 (experimental_device etc.) when using a CPU (or maybe even a GPU), go to
keras > backend > tensorflow_backend.py
and replace _get_available_gpus() with:
def _get_available_gpus():
"""Get a list of available gpu devices (formatted as strings).
# Returns
A list of available GPU devices.
"""
global _LOCAL_DEVICES
if _LOCAL_DEVICES is None:
if _is_tf_1():
devices = get_session().list_devices()
_LOCAL_DEVICES = [x.name for x in devices]
else:
devices = tf.config.list_logical_devices()
_LOCAL_DEVICES = [x.name for x in devices]
return [x for x in _LOCAL_DEVICES if 'device:gpu' in x.lower()]
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