dreambooth-teddy / config.json
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Push Keras model using huggingface_hub.
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{"name": "diffusion_model_2", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 320], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_10"}, "name": "input_10", "inbound_nodes": []}, {"class_name": "Dense", "config": {"name": "dense_512", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "units": 1280, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "dense_512", "inbound_nodes": [[["input_10", 0, 0, {}]]]}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 64, 64, 4], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_11"}, "name": "input_11", "inbound_nodes": []}, {"class_name": "Activation", "config": {"name": "activation_138", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "activation": "swish"}, "name": "activation_138", "inbound_nodes": [[["dense_512", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_236", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "kernel_size": 3, "padding": 1, "filters": 320}, "name": "padded_conv2d_236", "inbound_nodes": [[["input_11", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "dense_513", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "units": 1280, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "dense_513", "inbound_nodes": [[["activation_138", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_44", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 320}, "name": "res_block_44", "inbound_nodes": [[["padded_conv2d_236", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 77, 768], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_9"}, "name": "input_9", "inbound_nodes": []}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_32", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 40}, "name": "spatial_transformer_32", "inbound_nodes": [[["res_block_44", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_45", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 320}, "name": "res_block_45", "inbound_nodes": [[["spatial_transformer_32", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_33", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 40}, "name": "spatial_transformer_33", "inbound_nodes": [[["res_block_45", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_245", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "strides": 2, "padding": 1, "filters": 320, "kernel_size": 3}, "name": "padded_conv2d_245", "inbound_nodes": [[["spatial_transformer_33", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_46", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_46", "inbound_nodes": [[["padded_conv2d_245", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_34", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 80}, "name": "spatial_transformer_34", "inbound_nodes": [[["res_block_46", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_47", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_47", "inbound_nodes": [[["spatial_transformer_34", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_35", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 80}, "name": "spatial_transformer_35", "inbound_nodes": [[["res_block_47", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_254", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "strides": 2, "padding": 1, "filters": 640, "kernel_size": 3}, "name": "padded_conv2d_254", "inbound_nodes": [[["spatial_transformer_35", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_48", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_48", "inbound_nodes": [[["padded_conv2d_254", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_36", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 160}, "name": "spatial_transformer_36", "inbound_nodes": [[["res_block_48", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_49", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_49", "inbound_nodes": [[["spatial_transformer_36", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_37", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 160}, "name": "spatial_transformer_37", "inbound_nodes": [[["res_block_49", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_263", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "strides": 2, "padding": 1, "filters": 1280, "kernel_size": 3}, "name": "padded_conv2d_263", "inbound_nodes": [[["spatial_transformer_37", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_50", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_50", "inbound_nodes": [[["padded_conv2d_263", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_51", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_51", "inbound_nodes": [[["res_block_50", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_52", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_52", "inbound_nodes": [[["res_block_51", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_38", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 160}, "name": "spatial_transformer_38", "inbound_nodes": [[["res_block_52", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_53", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_53", "inbound_nodes": [[["spatial_transformer_38", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_24", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_24", "inbound_nodes": [[["res_block_53", 0, 0, {}], ["res_block_51", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_54", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_54", "inbound_nodes": [[["concatenate_24", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_25", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_25", "inbound_nodes": [[["res_block_54", 0, 0, {}], ["res_block_50", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_55", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_55", "inbound_nodes": [[["concatenate_25", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_26", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_26", "inbound_nodes": [[["res_block_55", 0, 0, {}], ["padded_conv2d_263", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_56", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_56", "inbound_nodes": [[["concatenate_26", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "Upsample", "config": {"name": "upsample_6", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "channels": 1280}, "name": "upsample_6", "inbound_nodes": [[["res_block_56", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_27", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_27", "inbound_nodes": [[["upsample_6", 0, 0, {}], ["spatial_transformer_37", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_57", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_57", "inbound_nodes": [[["concatenate_27", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_39", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 160}, "name": "spatial_transformer_39", "inbound_nodes": [[["res_block_57", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_28", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_28", "inbound_nodes": [[["spatial_transformer_39", 0, 0, {}], ["spatial_transformer_36", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_58", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_58", "inbound_nodes": [[["concatenate_28", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_40", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 160}, "name": "spatial_transformer_40", "inbound_nodes": [[["res_block_58", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_29", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_29", "inbound_nodes": [[["spatial_transformer_40", 0, 0, {}], ["padded_conv2d_254", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_59", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_59", "inbound_nodes": [[["concatenate_29", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_41", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 160}, "name": "spatial_transformer_41", "inbound_nodes": [[["res_block_59", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "Upsample", "config": {"name": "upsample_7", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "channels": 1280}, "name": "upsample_7", "inbound_nodes": [[["spatial_transformer_41", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_30", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_30", "inbound_nodes": [[["upsample_7", 0, 0, {}], ["spatial_transformer_35", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_60", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_60", "inbound_nodes": [[["concatenate_30", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_42", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": 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"shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 80}, "name": "spatial_transformer_43", "inbound_nodes": [[["res_block_61", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_32", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_32", "inbound_nodes": [[["spatial_transformer_43", 0, 0, {}], ["padded_conv2d_245", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_62", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_62", "inbound_nodes": [[["concatenate_32", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_44", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 80}, "name": "spatial_transformer_44", "inbound_nodes": [[["res_block_62", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "Upsample", "config": {"name": "upsample_8", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "channels": 640}, "name": "upsample_8", "inbound_nodes": [[["spatial_transformer_44", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_33", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_33", "inbound_nodes": [[["upsample_8", 0, 0, {}], ["spatial_transformer_33", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_63", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 320}, "name": "res_block_63", "inbound_nodes": 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0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_46", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 40}, "name": "spatial_transformer_46", "inbound_nodes": [[["res_block_64", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_35", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_35", "inbound_nodes": [[["spatial_transformer_46", 0, 0, {}], ["padded_conv2d_236", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_65", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 320}, "name": "res_block_65", "inbound_nodes": [[["concatenate_35", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_47", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 40}, "name": "spatial_transformer_47", "inbound_nodes": [[["res_block_65", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "GroupNormalization", "config": {"name": "group_normalization_234", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "groups": 32, "axis": -1, "epsilon": 1e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "group_normalization_234", "inbound_nodes": [[["spatial_transformer_47", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_205", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "activation": "swish"}, "name": "activation_205", "inbound_nodes": [[["group_normalization_234", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_319", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "kernel_size": 3, "padding": 1, "filters": 4}, "name": "padded_conv2d_319", "inbound_nodes": [[["activation_205", 0, 0, {}]]]}], "input_layers": [["input_11", 0, 0], ["input_10", 0, 0], ["input_9", 0, 0]], "output_layers": [["padded_conv2d_319", 0, 0]]}