| { |
| "_name_or_path": "model/patchtst_etth_pretraining", |
| "activation_function": "gelu", |
| "architectures": [ |
| "PatchTSTForMaskPretraining" |
| ], |
| "attention_dropout": 0.0, |
| "bias": true, |
| "channel_attention": false, |
| "channel_consistent_masking": false, |
| "context_length": 512, |
| "d_model": 128, |
| "dropout": 0.3, |
| "dropout_path": 0.0, |
| "encoder_attention_heads": 16, |
| "encoder_ffn_dim": 512, |
| "encoder_layers": 6, |
| "ff_dropout": 0.0, |
| "head_dropout": 0.2, |
| "init_std": 0.02, |
| "learn_pe": false, |
| "mask_input": true, |
| "mask_patch_ratios": [ |
| 1, |
| 1 |
| ], |
| "mask_patches": [ |
| 2, |
| 3 |
| ], |
| "mask_ratio": 0.2, |
| "mask_type": "random", |
| "mask_value": 0, |
| "model_type": "patchtst", |
| "norm": "BatchNorm", |
| "num_classes": 0, |
| "num_input_channels": 7, |
| "num_output_channels": 1, |
| "num_patches": 42, |
| "patch_length": 12, |
| "pooling": null, |
| "positional_dropout": 0.0, |
| "positional_encoding": "sincos", |
| "pre_norm": false, |
| "prediction_length": 24, |
| "prediction_range": null, |
| "scaling": "mean", |
| "seed_number": null, |
| "shared_embedding": true, |
| "shared_projection": true, |
| "stride": 12, |
| "torch_dtype": "float32", |
| "transformers_version": "4.33.0.dev0", |
| "unmasked_channel_indices": null, |
| "use_cls_token": false |
| } |
|
|
