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-rw-r--r--app/prod/model_arch.json149
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"
+} \ No newline at end of file