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{
"_name_or_path": "ibm/patchtsmixer-etth1-pretrain",
"architectures": [
"PatchTSMixerForPrediction"
],
"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": "4.36.0.dev0",
"unmasked_channel_indices": null,
"use_positional_encoding": false
}