ts_tformer_scratch_v0 / config.json
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{
"activation_dropout": 0.1,
"activation_function": "gelu",
"architectures": [
"TimeSeriesTransformerForPrediction"
],
"attention_dropout": 0.1,
"cardinality": [
366
],
"context_length": 144,
"d_model": 26,
"decoder_attention_heads": 2,
"decoder_ffn_dim": 32,
"decoder_layerdrop": 0.1,
"decoder_layers": 32,
"distribution_output": "student_t",
"dropout": 0.1,
"embedding_dimension": [
3
],
"encoder_attention_heads": 2,
"encoder_ffn_dim": 32,
"encoder_layerdrop": 0.1,
"encoder_layers": 32,
"init_std": 0.02,
"input_size": 1,
"is_encoder_decoder": true,
"lags_sequence": [
1,
2,
3,
4,
5,
6,
7,
11,
12,
13,
23,
24,
25,
35,
36,
37,
50,
100,
150
],
"loss": "nll",
"model_type": "time_series_transformer",
"num_dynamic_real_features": 0,
"num_parallel_samples": 100,
"num_static_categorical_features": 1,
"num_static_real_features": 0,
"num_time_features": 2,
"prediction_length": 24,
"scaling": true,
"torch_dtype": "float32",
"transformers_version": "4.26.0",
"use_cache": true
}