Push Keras model using huggingface_hub.

config.json

@@ -1 +1 @@
-{"name": "diffusion_model_3", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 320], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_13"}, "name": "input_13", "inbound_nodes": []}, {"class_name": "Dense", "config": {"name": "dense_768", "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_768", "inbound_nodes": [[["input_13", 0, 0, {}]]]}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 64, 64, 4], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_14"}, "name": "input_14", "inbound_nodes": []}, {"class_name": "Activation", "config": {"name": "activation_206", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "activation": "swish"}, "name": "activation_206", "inbound_nodes": [[["dense_768", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_320", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "kernel_size": 3, "padding": 1, "filters": 320}, "name": "padded_conv2d_320", "inbound_nodes": [[["input_14", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "dense_769", "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_769", "inbound_nodes": [[["activation_206", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_66", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 320}, "name": "res_block_66", "inbound_nodes": [[["padded_conv2d_320", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 77, 768], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_12"}, "name": "input_12", "inbound_nodes": []}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_48", "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_48", "inbound_nodes": [[["res_block_66", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_67", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 320}, "name": "res_block_67", "inbound_nodes": [[["spatial_transformer_48", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_49", "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_49", "inbound_nodes": [[["res_block_67", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_329", "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_329", "inbound_nodes": [[["spatial_transformer_49", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_68", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_68", "inbound_nodes": [[["padded_conv2d_329", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_50", "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_50", "inbound_nodes": [[["res_block_68", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_69", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_69", "inbound_nodes": [[["spatial_transformer_50", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_51", "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_51", "inbound_nodes": [[["res_block_69", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_338", "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_338", "inbound_nodes": [[["spatial_transformer_51", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_70", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_70", "inbound_nodes": [[["padded_conv2d_338", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_52", "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_52", "inbound_nodes": [[["res_block_70", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_71", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_71", "inbound_nodes": [[["spatial_transformer_52", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_53", "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_53", "inbound_nodes": [[["res_block_71", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_347", "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_347", "inbound_nodes": [[["spatial_transformer_53", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_72", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_72", "inbound_nodes": [[["padded_conv2d_347", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_73", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_73", "inbound_nodes": [[["res_block_72", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_74", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_74", "inbound_nodes": [[["res_block_73", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_54", "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_54", "inbound_nodes": [[["res_block_74", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_75", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_75", "inbound_nodes": [[["spatial_transformer_54", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_36", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_36", "inbound_nodes": [[["res_block_75", 0, 0, {}], ["res_block_73", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_76", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_76", "inbound_nodes": [[["concatenate_36", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_37", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_37", "inbound_nodes": [[["res_block_76", 0, 0, {}], ["res_block_72", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_77", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_77", "inbound_nodes": [[["concatenate_37", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_38", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_38", "inbound_nodes": [[["res_block_77", 0, 0, {}], ["padded_conv2d_347", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_78", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_78", "inbound_nodes": [[["concatenate_38", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "Upsample", "config": {"name": "upsample_9", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "channels": 1280}, "name": "upsample_9", "inbound_nodes": [[["res_block_78", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_39", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_39", "inbound_nodes": [[["upsample_9", 0, 0, {}], ["spatial_transformer_53", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_79", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_79", "inbound_nodes": [[["concatenate_39", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_55", "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_55", "inbound_nodes": [[["res_block_79", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_40", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_40", "inbound_nodes": [[["spatial_transformer_55", 0, 0, {}], ["spatial_transformer_52", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_80", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_80", "inbound_nodes": [[["concatenate_40", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_56", "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_56", "inbound_nodes": [[["res_block_80", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_41", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_41", "inbound_nodes": [[["spatial_transformer_56", 0, 0, {}], ["padded_conv2d_338", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_81", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_81", "inbound_nodes": [[["concatenate_41", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_57", "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_57", "inbound_nodes": [[["res_block_81", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "Upsample", "config": {"name": "upsample_10", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "channels": 1280}, "name": "upsample_10", "inbound_nodes": [[["spatial_transformer_57", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_42", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_42", "inbound_nodes": [[["upsample_10", 0, 0, {}], ["spatial_transformer_51", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_82", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_82", "inbound_nodes": [[["concatenate_42", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_58", "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_58", "inbound_nodes": [[["res_block_82", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_43", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_43", "inbound_nodes": [[["spatial_transformer_58", 0, 0, {}], ["spatial_transformer_50", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_83", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_83", "inbound_nodes": [[["concatenate_43", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_59", "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_59", "inbound_nodes": [[["res_block_83", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_44", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_44", "inbound_nodes": [[["spatial_transformer_59", 0, 0, {}], ["padded_conv2d_329", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_84", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_84", "inbound_nodes": [[["concatenate_44", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_60", "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_60", "inbound_nodes": [[["res_block_84", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "Upsample", "config": {"name": "upsample_11", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "channels": 640}, "name": "upsample_11", "inbound_nodes": [[["spatial_transformer_60", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_45", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_45", "inbound_nodes": [[["upsample_11", 0, 0, {}], ["spatial_transformer_49", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_85", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 320}, "name": "res_block_85", "inbound_nodes": [[["concatenate_45", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_61", "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_61", "inbound_nodes": [[["res_block_85", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_46", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_46", "inbound_nodes": [[["spatial_transformer_61", 0, 0, {}], ["spatial_transformer_48", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_86", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 320}, "name": "res_block_86", "inbound_nodes": [[["concatenate_46", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_62", "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_62", "inbound_nodes": [[["res_block_86", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_47", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_47", "inbound_nodes": [[["spatial_transformer_62", 0, 0, {}], ["padded_conv2d_320", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_87", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 320}, "name": "res_block_87", "inbound_nodes": [[["concatenate_47", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_63", "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_63", "inbound_nodes": [[["res_block_87", 0, 0, {}], ["input_12", 0, 0, {}]]]}, {"class_name": "GroupNormalization", "config": {"name": "group_normalization_295", "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_295", "inbound_nodes": [[["spatial_transformer_63", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_273", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "activation": "swish"}, "name": "activation_273", "inbound_nodes": [[["group_normalization_295", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_403", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "kernel_size": 3, "padding": 1, "filters": 4}, "name": "padded_conv2d_403", "inbound_nodes": [[["activation_273", 0, 0, {}]]]}], "input_layers": [["input_14", 0, 0], ["input_13", 0, 0], ["input_12", 0, 0]], "output_layers": [["padded_conv2d_403", 0, 0]]}
+{"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": "mixed_float16"}, "shared_object_id": 1}, "fully_connected": false, "num_heads": 8, "head_size": 80}, "name": "spatial_transformer_42", "inbound_nodes": [[["res_block_60", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_31", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_31", "inbound_nodes": [[["spatial_transformer_42", 0, 0, {}], ["spatial_transformer_34", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_61", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_61", "inbound_nodes": [[["concatenate_31", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_43", "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_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": [[["concatenate_33", 0, 0, {}], ["dense_513", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_45", "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_45", "inbound_nodes": [[["res_block_63", 0, 0, {}], ["input_9", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_34", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_34", "inbound_nodes": [[["spatial_transformer_45", 0, 0, {}], ["spatial_transformer_32", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_64", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 320}, "name": "res_block_64", "inbound_nodes": [[["concatenate_34", 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]]}

fingerprint.pb

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:699776e01e31befd3a3f30efc0f81f0deb5d7447657947259369095da8034da0
-size 54
+oid sha256:7983d12ed524c51e055a9751610a595cf0f9c42abc5f33218beb206017755a7e
+size 55

keras_metadata.pb

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2b373334486c379a63e56899c516cbea8f1885ac41c594c1478f0b1e9b001709
-size 861209
+oid sha256:140ba2f8b30f9ea94e838f6260e9b9df9c5eb3de65fbe29ec89ffa6d5146c140
+size 861075

saved_model.pb

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:623f15f4a0ae46871a64a858e3f680b538dc130eac619c86d2ea191add71655a
-size 20884736
+oid sha256:7ce16be542518b2a740a53fb3ada657961f70510e7e9f38e5a01b9fd845a1a29
+size 20839230

variables/variables.data-00000-of-00001

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:da305eed60642ee15e85df81a9eca9c9425b2ed10f5b53de33c5ae4d6170ff7b
-size 3438636460
+oid sha256:4e98bf4b6d825f736a348816b97e6948b31e39c9bcd38863170e2592ccdcf17d
+size 3438636316