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train:

python train.py --gcn_bool --addaptadj --randomadj --data data/bb-task-1-5 --adjdata data/sensor_graph/adj_BB.pkl --num_nodes 6 --in_dim 2 python train.py --gcn_bool --addaptadj --randomadj --data data/tg-task-1-0 --adjdata data/sensor_graph/adj_mx_TG_new.pkl --num_nodes 19 --in_dim 2 --epochs 50

wandb log to upload:

  1. (not dichotomy)wandb sync /home/imrs/CaoBo/Graph-WaveNet/wandb/offline-run-20240406_134108-jfqaee46
  2. wandb sync /home/imrs/CaoBo/Graph-WaveNet/wandb/offline-run-20240408_111513-uo0ux5dh
  3. wandb sync /home/imrs/CaoBo/Graph-WaveNet/wandb/offline-run-20240408_121230-wh114t03
  4. wandb sync /home/imrs/CaoBo/Graph-WaveNet/wandb/offline-run-20240408_122445-wg6lbbae

(extra random task seq) wandb log to upload:

  1. (exp2) wandb sync /home/imrs/CaoBo/Graph-WaveNet/wandb/offline-run-20240422_233920-lq5u15hl
  2. (exp3) wandb sync /home/imrs/CaoBo/Graph-WaveNet/wandb/offline-run-20240422_235835-5c8lxjbb
  3. (二分0-1) wandb sync /home/imrs/CaoBo/Graph-WaveNet/wandb/offline-run-20240423_104051-q3nmytm0
  4. (二分10-100) wandb sync /home/imrs/CaoBo/Graph-WaveNet/wandb/offline-run-20240423_110155-yrtcljv2
  5. (interval=5) wandb sync /home/imrs/CaoBo/Graph-WaveNet/wandb/offline-run-20240423_123956-vcmsjexq
  6. (interval=10) wandb sync /home/imrs/CaoBo/Graph-WaveNet/wandb/offline-run-20240423_124037-41etjzir
  7. (interval=20) wandb sync /home/imrs/CaoBo/Graph-WaveNet/wandb/offline-run-20240423_125043-pom3f5ba

test:

python test.py --gcn_bool --addaptadj --randomadj --data data/tg-task-1-5 --adjdata data/sensor_graph/adj_mx_TG_new.pkl --num_nodes 19 --in_dim 2 --checkpoint pth_files/tg_5_best_5.72.pth