{ "n_outputs": 20, "n_chans": 16, "chs_info": null, "n_times": 10000, "input_window_seconds": null, "sfreq": 2000.0, "encoder_channels": [ 32, 128, 256 ], "encoder_pool_sizes": [ [ 10, 2 ], [ 8, 2 ], [ 4, 4 ] ], "decoder_channels": [ 128, 32, 1 ], "decoder_upsample_sizes": [ [ 10, 4 ], [ 8, 4 ], [ 4, 2 ] ], "n_res_blocks": 5, "n_convs_per_block": 3, "kernel_size": [ 3, 2 ], "activation": "torch.nn.modules.activation.ReLU", "drop_prob": 0.05, "braindecode_version": "1.8.0dev0" }