Skip to content

Instantly share code, notes, and snippets.

@tangert

tangert/lstm-trial-1.json

Created August 13, 2019 15:16
Show Gist options

  • Select an option

    Learn more about clone URLs
  • Save tangert/0c3239cfd5367d324affd170b0cb2285 to your computer and use it in GitHub Desktop.

Select an option

Learn more about clone URLs
Save tangert/0c3239cfd5367d324affd170b0cb2285 to your computer and use it in GitHub Desktop.
Download ZIP

Revisions

  1. tangert created this gist Aug 13, 2019.
    1 change: 1 addition & 0 deletions lstm-trial-1.json
    View file
    Original file line number Diff line number Diff line change
    @@ -0,0 +1 @@
    {"class_name": "Sequential", "config": {"name": "sequential_2", "layers": [{"class_name": "LSTM", "config": {"name": "lstm_2", "trainable": true, "batch_input_shape": [null, 32, 1], "dtype": "float32", "return_sequences": false, "return_state": false, "go_backwards": false, "stateful": false, "unroll": false, "units": 128, "activation": "tanh", "recurrent_activation": "hard_sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "recurrent_initializer": {"class_name": "Orthogonal", "config": {"gain": 1.0, "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "unit_forget_bias": true, "kernel_regularizer": null, "recurrent_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "recurrent_constraint": null, "bias_constraint": null, "dropout": 0.0, "recurrent_dropout": 0.0, "implementation": 1}}, {"class_name": "Dropout", "config": {"name": "dropout_2", "trainable": true, "rate": 0.2, "noise_shape": null, "seed": null}}, {"class_name": "Dense", "config": {"name": "dense_2", "trainable": true, "units": 136, "activation": "softmax", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}]}, "keras_version": "2.2.4", "backend": "tensorflow"}