| { | |
| "module": "keras", | |
| "class_name": "Sequential", | |
| "config": { | |
| "name": "sequential", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "FloatDTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null, | |
| "shared_object_id": 140283585819024 | |
| }, | |
| "layers": [ | |
| { | |
| "module": "keras.layers", | |
| "class_name": "InputLayer", | |
| "config": { | |
| "batch_shape": [ | |
| null, | |
| 28, | |
| 28, | |
| 1 | |
| ], | |
| "dtype": "float32", | |
| "sparse": false, | |
| "name": "input_layer" | |
| }, | |
| "registered_name": null | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "Conv2D", | |
| "config": { | |
| "name": "conv2d", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "FloatDTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "filters": 32, | |
| "kernel_size": [ | |
| 3, | |
| 3 | |
| ], | |
| "strides": [ | |
| 1, | |
| 1 | |
| ], | |
| "padding": "valid", | |
| "data_format": "channels_last", | |
| "dilation_rate": [ | |
| 1, | |
| 1 | |
| ], | |
| "groups": 1, | |
| "activation": "relu", | |
| "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, | |
| "activity_regularizer": null, | |
| "kernel_constraint": null, | |
| "bias_constraint": null | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| 28, | |
| 28, | |
| 1 | |
| ] | |
| } | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "MaxPooling2D", | |
| "config": { | |
| "name": "max_pooling2d", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "FloatDTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null, | |
| "shared_object_id": 140283585819024 | |
| }, | |
| "pool_size": [ | |
| 2, | |
| 2 | |
| ], | |
| "padding": "valid", | |
| "strides": [ | |
| 2, | |
| 2 | |
| ], | |
| "data_format": "channels_last" | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| 26, | |
| 26, | |
| 32 | |
| ] | |
| } | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "Conv2D", | |
| "config": { | |
| "name": "conv2d_1", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "FloatDTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null, | |
| "shared_object_id": 140283585819024 | |
| }, | |
| "filters": 64, | |
| "kernel_size": [ | |
| 3, | |
| 3 | |
| ], | |
| "strides": [ | |
| 1, | |
| 1 | |
| ], | |
| "padding": "valid", | |
| "data_format": "channels_last", | |
| "dilation_rate": [ | |
| 1, | |
| 1 | |
| ], | |
| "groups": 1, | |
| "activation": "relu", | |
| "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, | |
| "activity_regularizer": null, | |
| "kernel_constraint": null, | |
| "bias_constraint": null | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| 13, | |
| 13, | |
| 32 | |
| ] | |
| } | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "MaxPooling2D", | |
| "config": { | |
| "name": "max_pooling2d_1", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "FloatDTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null, | |
| "shared_object_id": 140283585819024 | |
| }, | |
| "pool_size": [ | |
| 2, | |
| 2 | |
| ], | |
| "padding": "valid", | |
| "strides": [ | |
| 2, | |
| 2 | |
| ], | |
| "data_format": "channels_last" | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| 11, | |
| 11, | |
| 64 | |
| ] | |
| } | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "Flatten", | |
| "config": { | |
| "name": "flatten", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "FloatDTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null, | |
| "shared_object_id": 140283585819024 | |
| }, | |
| "data_format": "channels_last" | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| 5, | |
| 5, | |
| 64 | |
| ] | |
| } | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "Dropout", | |
| "config": { | |
| "name": "dropout", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "FloatDTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null, | |
| "shared_object_id": 140283585819024 | |
| }, | |
| "rate": 0.5, | |
| "seed": null, | |
| "noise_shape": null | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| 1600 | |
| ] | |
| } | |
| }, | |
| { | |
| "module": "keras.layers", | |
| "class_name": "Dense", | |
| "config": { | |
| "name": "dense", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "FloatDTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null, | |
| "shared_object_id": 140283585819024 | |
| }, | |
| "units": 10, | |
| "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 | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| 1600 | |
| ] | |
| } | |
| } | |
| ], | |
| "build_input_shape": [ | |
| null, | |
| 28, | |
| 28, | |
| 1 | |
| ] | |
| }, | |
| "registered_name": null, | |
| "build_config": { | |
| "input_shape": [ | |
| null, | |
| 28, | |
| 28, | |
| 1 | |
| ] | |
| } | |
| } |