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Diffstat (limited to 'app/prod/model_arch.json')
| -rw-r--r-- | app/prod/model_arch.json | 149 |
1 files changed, 149 insertions, 0 deletions
diff --git a/app/prod/model_arch.json b/app/prod/model_arch.json new file mode 100644 index 0000000..e41f8b2 --- /dev/null +++ b/app/prod/model_arch.json @@ -0,0 +1,149 @@ +{ + "class_name": "Sequential", + "config": { + "name": "sequential", + "layers": [ + { + "class_name": "LSTM", + "config": { + "name": "lstm", + "trainable": true, + "batch_input_shape": [ + null, + null, + 52 + ], + "dtype": "float32", + "return_sequences": true, + "return_state": false, + "go_backwards": false, + "stateful": false, + "unroll": false, + "time_major": false, + "units": 256, + "activation": "tanh", + "recurrent_activation": "sigmoid", + "use_bias": true, + "kernel_initializer": { + "class_name": "RandomNormal", + "config": { + "mean": 0.0, + "stddev": 0.05, + "seed": 71 + } + }, + "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": 0.3, + "recurrent_dropout": 0.0, + "implementation": 2 + } + }, + { + "class_name": "LSTM", + "config": { + "name": "lstm_1", + "trainable": true, + "batch_input_shape": [ + null, + null, + 52 + ], + "dtype": "float32", + "return_sequences": true, + "return_state": false, + "go_backwards": false, + "stateful": false, + "unroll": false, + "time_major": false, + "units": 256, + "activation": "tanh", + "recurrent_activation": "sigmoid", + "use_bias": true, + "kernel_initializer": { + "class_name": "RandomNormal", + "config": { + "mean": 0.0, + "stddev": 0.05, + "seed": 71 + } + }, + "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": 0.5, + "recurrent_dropout": 0.0, + "implementation": 2 + } + }, + { + "class_name": "Dense", + "config": { + "name": "dense", + "trainable": true, + "dtype": "float32", + "units": 52, + "activation": "softmax", + "use_bias": true, + "kernel_initializer": { + "class_name": "RandomNormal", + "config": { + "mean": 0.0, + "stddev": 0.05, + "seed": 71 + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + } + } + ], + "build_input_shape": [ + null, + null, + 52 + ] + }, + "keras_version": "2.3.0-tf", + "backend": "tensorflow" +}
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