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model.json
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{"format": "layers-model", "generatedBy": "keras v3.8.0", "convertedBy": "TensorFlow.js Converter v4.22.0", "modelTopology": {"keras_version": "3.8.0", "backend": "tensorflow", "model_config": {"class_name": "Sequential", "config": {"name": "sequential_1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "layers": [{"class_name": "InputLayer", "config": {"batch_shape": [null, 100], "dtype": "float32", "sparse": false, "name": "input_layer"}}, {"class_name": "Embedding", "config": {"name": "embedding_1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "input_dim": 5000, "output_dim": 64, "embeddings_initializer": {"module": "keras.initializers", "class_name": "RandomUniform", "config": {"seed": null, "minval": -0.05, "maxval": 0.05}, "registered_name": null}, "embeddings_regularizer": null, "activity_regularizer": null, "embeddings_constraint": null, "mask_zero": false}}, {"class_name": "LSTM", "config": {"name": "lstm", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "return_sequences": true, "return_state": false, "go_backwards": false, "stateful": false, "unroll": false, "zero_output_for_mask": false, "units": 64, "activation": "tanh", "recurrent_activation": "sigmoid", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "recurrent_initializer": {"module": "keras.initializers", "class_name": "Orthogonal", "config": {"seed": null, "gain": 1.0}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "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, "seed": null}}, {"class_name": "LSTM", "config": {"name": "lstm_1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "return_sequences": false, "return_state": false, "go_backwards": false, "stateful": false, "unroll": false, "zero_output_for_mask": false, "units": 32, "activation": "tanh", "recurrent_activation": "sigmoid", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "recurrent_initializer": {"module": "keras.initializers", "class_name": "Orthogonal", "config": {"seed": null, "gain": 1.0}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "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, "seed": null}}, {"class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}], "build_input_shape": [null, 100]}}, "training_config": {"loss": "binary_crossentropy", "loss_weights": null, "metrics": ["accuracy"], "weighted_metrics": null, "run_eagerly": false, "steps_per_execution": 1, "jit_compile": false, "optimizer_config": {"class_name": "Adam", "config": {"name": "adam", "learning_rate": 0.0002500000118743628, "weight_decay": null, "clipnorm": null, "global_clipnorm": null, "clipvalue": null, "use_ema": false, "ema_momentum": 0.99, "ema_overwrite_frequency": null, "loss_scale_factor": null, "gradient_accumulation_steps": null, "beta_1": 0.9, "beta_2": 0.999, "epsilon": 1e-07, "amsgrad": false}}}}, "weightsManifest": [{"paths": ["group1-shard1of1.bin"], "weights": [{"name": "sequential_1/dense_1/kernel", "shape": [32, 1], "dtype": "float32"}, {"name": "sequential_1/dense_1/bias", "shape": [1], "dtype": "float32"}, {"name": "sequential_1/embedding_1/embeddings", "shape": [5000, 64], "dtype": "float32"}, {"name": "sequential_1/lstm/lstm_cell/kernel", "shape": [64, 256], "dtype": "float32"}, {"name": "sequential_1/lstm/lstm_cell/recurrent_kernel", "shape": [64, 256], "dtype": "float32"}, {"name": "sequential_1/lstm/lstm_cell/bias", "shape": [256], "dtype": "float32"}, {"name": "sequential_1/lstm_1/lstm_cell/kernel", "shape": [64, 128], "dtype": "float32"}, {"name": "sequential_1/lstm_1/lstm_cell/recurrent_kernel", "shape": [32, 128], "dtype": "float32"}, {"name": "sequential_1/lstm_1/lstm_cell/bias", "shape": [128], "dtype": "float32"}]}]}