| { |
| "_name_or_path": "ibm/patchtsmixer-etth1-pretrain", |
| "architectures": [ |
| "PatchTSMixerModel" |
| ], |
| "channel_consistent_masking": true, |
| "context_length": 512, |
| "d_model": 48, |
| "distribution_output": "student_t", |
| "dropout": 0.5, |
| "expansion_factor": 3, |
| "gated_attn": true, |
| "head_aggregation": "max_pool", |
| "head_dropout": 0.5, |
| "init_std": 0.02, |
| "loss": "mse", |
| "mask_type": "forecast", |
| "mask_value": 0, |
| "masked_loss": true, |
| "mode": "common_channel", |
| "model_type": "patchtsmixer", |
| "norm_eps": 1e-05, |
| "norm_mlp": "LayerNorm", |
| "num_forecast_mask_patches": [ |
| 2 |
| ], |
| "num_input_channels": 7, |
| "num_layers": 2, |
| "num_parallel_samples": 100, |
| "num_patches": 32, |
| "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": true, |
| "self_attn": false, |
| "self_attn_heads": 1, |
| "torch_dtype": "float32", |
| "transformers_version": "4.46.2", |
| "unmasked_channel_indices": null, |
| "use_positional_encoding": false |
| } |
|
|
