| { | |
| "architectures": [ | |
| "PatchTSMixerForPrediction" | |
| ], | |
| "channel_consistent_masking": true, | |
| "context_length": 336, | |
| "d_model": 512, | |
| "distribution_output": "student_t", | |
| "dropout": 0.2, | |
| "expansion_factor": 5, | |
| "gated_attn": true, | |
| "head_aggregation": "max_pool", | |
| "head_dropout": 0.2, | |
| "init_std": 0.02, | |
| "loss": "mse", | |
| "mask_type": "random", | |
| "mask_value": 0, | |
| "masked_loss": true, | |
| "mode": "mix_channel", | |
| "model_type": "patchtsmixer", | |
| "norm_eps": 1e-05, | |
| "norm_mlp": "LayerNorm", | |
| "num_forecast_mask_patches": [ | |
| 2 | |
| ], | |
| "num_input_channels": 22, | |
| "num_layers": 8, | |
| "num_parallel_samples": 100, | |
| "num_patches": 21, | |
| "num_targets": 3, | |
| "output_range": null, | |
| "patch_last": true, | |
| "patch_length": 16, | |
| "patch_stride": 16, | |
| "positional_encoding_type": "sincos", | |
| "post_init": false, | |
| "prediction_channel_indices": null, | |
| "prediction_length": 96, | |
| "random_mask_ratio": 0.5, | |
| "scaling": "std", | |
| "self_attn": false, | |
| "self_attn_heads": 1, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.37.2", | |
| "unmasked_channel_indices": null, | |
| "use_positional_encoding": false | |
| } | |