{
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  "n_chans": 8,
  "chs_info": null,
  "n_times": 128,
  "input_window_seconds": null,
  "sfreq": 128.0,
  "patch_size": 16,
  "hi_patch_size": 25,
  "embed_dim": 512,
  "depth": 8,
  "num_heads": 8,
  "mlp_ratio": 4,
  "drop_prob": 0.0,
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  "activation": "torch.nn.modules.activation.GELU",
  "n_chans_pos": 145,
  "merge_strategy": "average",
  "n_merge_blocks": 4,
  "knn_k": 8,
  "adapter_hidden": 128,
  "n_fourier_freqs": 32,
  "fourier_max_freq": 50.0,
  "gate_bottleneck": 16,
  "on_non_divisible": "pad",
  "braindecode_version": "2.1.0dev0"
}