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gcrnn_train.py
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gcrnn_train.py
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from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import argparse
import yaml
from lib.utils import load_graph_data
from model.gcrnn_supervisor import GCRNNSupervisor
def main(args):
with open(args.config_filename) as f:
supervisor_config =yaml.load(f)
graph_pkl_filename = supervisor_config['data'].get('graph_pkl_filename')
station_ids, station_id_to_ind, adj_mx = load_graph_data(graph_pkl_filename)
supervisor = GCRNNSupervisor(adj_mx=adj_mx, **supervisor_config)
supervisor.train()
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("--config_filename",
default="data/model/gcrnn_heilongjiang.yaml",
type=str,
help="Configuration filename for restoring the model.")
parser.add_argument("--use_cpu_only",
default=False,
type=bool,
help="Set to true to only use cpu.")
args = parser.parse_args()
main(args)