[data] num_nodes = 307 lag = 12 horizon = 12 val_ratio = 0.2 test_ratio = 0.2 tod = False normalizer = std column_wise = False default_graph = True [model] type = type1 g_type = agc input_dim = 2 output_dim = 1 embed_dim = 10 hid_dim = 128 hid_hid_dim = 128 num_layers = 3 cheb_order = 2 [train] loss_func = mae seed = 10 batch_size = 64 epochs = 100 lr_init = 0.001 weight_decay = 1e-3 lr_decay = False lr_decay_rate = 0.3 lr_decay_step = 5,20,40,70 early_stop = True early_stop_patience = 15 grad_norm = False max_grad_norm = 5 real_value = True [test] mae_thresh = None mape_thresh = 0. [log] log_step = 20 plot = False