|
{ |
|
"activation_dropout": 0.1, |
|
"activation_function": "gelu", |
|
"architectures": [ |
|
"TimeSeriesTransformerForPrediction" |
|
], |
|
"attention_dropout": 0.1, |
|
"cardinality": [ |
|
0 |
|
], |
|
"context_length": 780, |
|
"d_model": 32, |
|
"decoder_attention_heads": 2, |
|
"decoder_ffn_dim": 32, |
|
"decoder_layerdrop": 0.1, |
|
"decoder_layers": 4, |
|
"distribution_output": "student_t", |
|
"dropout": 0.1, |
|
"embedding_dimension": [ |
|
0 |
|
], |
|
"encoder_attention_heads": 2, |
|
"encoder_ffn_dim": 32, |
|
"encoder_layerdrop": 0.1, |
|
"encoder_layers": 4, |
|
"feature_size": 30, |
|
"init_std": 0.02, |
|
"input_size": 1, |
|
"is_encoder_decoder": true, |
|
"lags_sequence": [ |
|
1, |
|
2, |
|
3, |
|
4, |
|
5, |
|
6, |
|
7, |
|
58, |
|
59, |
|
60, |
|
61, |
|
62, |
|
118, |
|
119, |
|
120, |
|
121, |
|
122, |
|
178, |
|
179, |
|
180, |
|
181, |
|
182 |
|
], |
|
"loss": "nll", |
|
"model_type": "time_series_transformer", |
|
"num_dynamic_real_features": 0, |
|
"num_parallel_samples": 100, |
|
"num_static_categorical_features": 0, |
|
"num_static_real_features": 0, |
|
"num_time_features": 6, |
|
"prediction_length": 390, |
|
"scaling": "mean", |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.36.2", |
|
"use_cache": true |
|
} |
|
|