tfjs_model/model.json

{"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_33", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "layers": [{"class_name": "InputLayer", "config": {"batch_shape": [null, 128, 128, 1], "dtype": "float32", "sparse": false, "name": "input_layer_56"}}, {"class_name": "Conv2D", "config": {"name": "conv2d_28", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "HeNormal", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_37", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}}, {"class_name": "Activation", "config": {"name": "activation_313", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "relu"}}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_28", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}}, {"class_name": "Dropout", "config": {"name": "dropout_47", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.1, "seed": null, "noise_shape": null}}, {"class_name": "Conv2D", "config": {"name": "conv2d_29", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "HeNormal", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_38", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}}, {"class_name": "Activation", "config": {"name": "activation_314", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "relu"}}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_29", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}}, {"class_name": "Conv2D", "config": {"name": "conv2d_30", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "HeNormal", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_39", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}}, {"class_name": "Activation", "config": {"name": "activation_315", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "relu"}}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_30", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "pool_size": [4, 4], "padding": "valid", "strides": [4, 4], "data_format": "channels_last"}}, {"class_name": "Dropout", "config": {"name": "dropout_48", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.25, "seed": null, "noise_shape": null}}, {"class_name": "Flatten", "config": {"name": "flatten_12", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "data_format": "channels_last"}}, {"class_name": "Dense", "config": {"name": "dense_62", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 256, "activation": "linear", "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}}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_40", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "gamma_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "moving_mean_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "moving_variance_initializer": {"module": "keras.initializers", "class_name": "Ones", "config": {}, "registered_name": null}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null, "synchronized": false}}, {"class_name": "Activation", "config": {"name": "activation_316", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "activation": "relu"}}, {"class_name": "Dropout", "config": {"name": "dropout_49", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "rate": 0.5, "seed": null, "noise_shape": null}}, {"class_name": "Dense", "config": {"name": "dense_63", "trainable": true, "dtype": {"module": "keras", "class_name": "DTypePolicy", "config": {"name": "float32"}, "registered_name": null}, "units": 5, "activation": "softmax", "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, 128, 128, 1]}}, "training_config": {"loss": "sparse_categorical_crossentropy", "loss_weights": null, "metrics": ["accuracy"], "weighted_metrics": null, "run_eagerly": false, "steps_per_execution": 1, "jit_compile": true, "optimizer_config": {"class_name": "AdamW", "config": {"name": "adamw", "learning_rate": 1.0000001111620804e-06, "weight_decay": 0.0001, "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-shard1of2.bin", "group1-shard2of2.bin"], "weights": [{"name": "sequential_33/batch_normalization_37/gamma", "shape": [32], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_37/beta", "shape": [32], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_37/moving_mean", "shape": [32], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_37/moving_variance", "shape": [32], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_38/gamma", "shape": [64], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_38/beta", "shape": [64], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_38/moving_mean", "shape": [64], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_38/moving_variance", "shape": [64], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_39/gamma", "shape": [64], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_39/beta", "shape": [64], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_39/moving_mean", "shape": [64], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_39/moving_variance", "shape": [64], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_40/gamma", "shape": [256], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_40/beta", "shape": [256], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_40/moving_mean", "shape": [256], "dtype": "float32"}, {"name": "sequential_33/batch_normalization_40/moving_variance", "shape": [256], "dtype": "float32"}, {"name": "sequential_33/conv2d_28/kernel", "shape": [3, 3, 1, 32], "dtype": "float32"}, {"name": "sequential_33/conv2d_28/bias", "shape": [32], "dtype": "float32"}, {"name": "sequential_33/conv2d_29/kernel", "shape": [3, 3, 32, 64], "dtype": "float32"}, {"name": "sequential_33/conv2d_29/bias", "shape": [64], "dtype": "float32"}, {"name": "sequential_33/conv2d_30/kernel", "shape": [3, 3, 64, 64], "dtype": "float32"}, {"name": "sequential_33/conv2d_30/bias", "shape": [64], "dtype": "float32"}, {"name": "sequential_33/dense_62/kernel", "shape": [4096, 256], "dtype": "float32"}, {"name": "sequential_33/dense_62/bias", "shape": [256], "dtype": "float32"}, {"name": "sequential_33/dense_63/kernel", "shape": [256, 5], "dtype": "float32"}, {"name": "sequential_33/dense_63/bias", "shape": [5], "dtype": "float32"}]}]}