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Create config.json

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  1. config.json +51 -0
config.json ADDED
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+ {
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+ "_name_or_path": "huggingface/time-series-transformer-traffic",
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+ "activation_dropout": 0.1,
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+ "activation_function": "gelu",
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+ "architectures": [
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+ "TimeSeriesTransformerForPrediction"
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+ ],
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+ "attention_dropout": 0.1,
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+ "cardinality": [
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+ 963
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+ ],
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+ "context_length": 168,
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+ "d_model": 64,
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+ "decoder_attention_heads": 4,
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+ "decoder_ffn_dim": 128,
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+ "decoder_layerdrop": 0.1,
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+ "decoder_layers": 4,
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+ "distribution_output": "student_t",
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+ "dropout": 0.1,
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+ "embedding_dimension": [
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+ 10
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+ ],
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+ "encoder_attention_heads": 4,
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+ "encoder_ffn_dim": 128,
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+ "encoder_layerdrop": 0.1,
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+ "encoder_layers": 4,
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+ "feature_size": 21,
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+ "init_std": 0.02,
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+ "input_size": 1,
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+ "lags_sequence": [
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+ 1,
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+ 2,
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+ 3,
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+ 4,
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+ 5,
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+ 6,
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+ 7,
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+ 24,
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+ 168
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+ ],
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+ "loss": "nll",
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+ "model_type": "time_series_transformer",
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+ "num_dynamic_real_features": 2,
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+ "num_static_categorical_features": 1,
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+ "num_static_real_features": 0,
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+ "prediction_length": 24,
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+ "scaling": "mean",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.25.1",
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+ "use_cache": true
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+ }