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GWSkyNet_v1.json
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GWSkyNet_v1.json
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{"class_name": "Functional", "config": {"name": "functional_1", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 90, 180, 1], "dtype": "float32", "sparse": false, "ragged": false, "name": "skymap"}, "name": "skymap", "inbound_nodes": []}, {"class_name": "SeparableConv2D", "config": {"name": "separable_conv2d_3", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "RandomUniform", "config": {"minval": -0.05, "maxval": 0.05, "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "name": "separable_conv2d_3", "inbound_nodes": [[["skymap", 0, 0, {}]]]}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 90, 180, 3], "dtype": "float32", "sparse": false, "ragged": false, "name": "volume"}, "name": "volume", "inbound_nodes": []}, {"class_name": "Add", "config": {"name": "add_1", "trainable": true, "dtype": "float32"}, "name": "add_1", "inbound_nodes": [[["skymap", 0, 0, {}], ["separable_conv2d_3", 0, 0, {}]]]}, {"class_name": "SeparableConv2D", "config": {"name": "separable_conv2d", "trainable": true, "dtype": "float32", "filters": 16, "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": {"class_name": 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"dense_1", "inbound_nodes": [[["global_average_pooling2d_1", 0, 0, {}]]]}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 3], "dtype": "float32", "sparse": false, "ragged": false, "name": "detectors"}, "name": "detectors", "inbound_nodes": []}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 1], "dtype": "float32", "sparse": false, "ragged": false, "name": "distances"}, "name": "distances", "inbound_nodes": []}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 1], "dtype": "float32", "sparse": false, "ragged": false, "name": "skymap_norm"}, "name": "skymap_norm", "inbound_nodes": []}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 1], "dtype": "float32", "sparse": false, "ragged": false, "name": "distmu_norm"}, "name": "distmu_norm", "inbound_nodes": []}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 1], "dtype": "float32", "sparse": false, "ragged": false, "name": "distsigma_norm"}, 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"backend": "tensorflow"}