Upload seqsleepnet-phan/config.json with huggingface_hub
Browse files- seqsleepnet-phan/config.json +33 -0
seqsleepnet-phan/config.json
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{
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"model_class": "physioex.models.seqsleepnet:SeqSleepNet",
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"model_kwargs": {
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"n_classes": 5,
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"in_chan": 1,
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"F": 129,
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"D": 32,
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"nfft": 256,
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"lowfreq": 0,
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"highfreq": 50,
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"fs": 100,
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"seqnhidden1": 64,
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"seqnlayer1": 4,
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"attentionsize": 32,
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"seqnhidden2": 64,
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"seqnlayer2": 4
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},
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"training": {
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"dataset": "sleepedf",
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"channels": [
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"EEG"
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],
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"pipeline_preset": "seqsleepnet",
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"sequence_length": 20,
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"max_epochs": 10,
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"lr": 0.0001,
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"weight_decay": 0,
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"batch_size": 32,
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"loss": "CrossEntropyLoss",
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"fold": 0
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},
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"reference": "Phan et al. 2019 - SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging"
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}
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