| { | |
| "activation_dropout": 0.1, | |
| "activation_function": "gelu", | |
| "architectures": [ | |
| "InformerForPrediction" | |
| ], | |
| "attention_dropout": 0.1, | |
| "attention_type": "prop", | |
| "cardinality": [ | |
| 0 | |
| ], | |
| "context_length": 336, | |
| "d_model": 512, | |
| "decoder_attention_heads": 8, | |
| "decoder_ffn_dim": 2048, | |
| "decoder_layerdrop": 0.1, | |
| "decoder_layers": 2, | |
| "distil": true, | |
| "distribution_output": "student_t", | |
| "dropout": 0.05, | |
| "embedding_dimension": [ | |
| 0 | |
| ], | |
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| "encoder_ffn_dim": 2048, | |
| "encoder_layerdrop": 0.1, | |
| "encoder_layers": 4, | |
| "feature_size": 489, | |
| "init_std": 0.02, | |
| "input_size": 22, | |
| "is_encoder_decoder": true, | |
| "lags_sequence": [ | |
| 1, | |
| 2, | |
| 3, | |
| 4, | |
| 5, | |
| 6, | |
| 7, | |
| 8, | |
| 9, | |
| 10, | |
| 11, | |
| 12, | |
| 13, | |
| 14, | |
| 15, | |
| 16, | |
| 17, | |
| 18, | |
| 19, | |
| 20 | |
| ], | |
| "loss": "nll", | |
| "model_type": "informer", | |
| "num_dynamic_real_features": 0, | |
| "num_parallel_samples": 100, | |
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| "num_static_real_features": 0, | |
| "num_time_features": 5, | |
| "prediction_length": 96, | |
| "sampling_factor": 5, | |
| "scaling": "mean", | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.37.2", | |
| "use_cache": true | |
| } | |