{ "num_nodes": 207, "in_steps": 12, "out_steps": 12, "input_dim": 2, "output_dim": 1, "steps_per_day": 288, "input_embedding_dim": 24, "tod_embedding_dim": 24, "dow_embedding_dim": 0, "adaptive_embedding_dim": 80, "num_heads": 4, "num_layers": 3, "dropout": 0.1, "dropout_a": 0.3, "kernel_size": [ 1 ], "epochs": 100, "batch_size": 64, "learning_rate": 0.001, "weight_decay": 0.0003, "milestones": [ 20, 30 ], "lr_decay_rate": 0.1, "early_stop": 10, "clip_grad": 0, "device": "cuda", "verbose": 1 }