matallanas commited on
Commit
1b9c40c
1 Parent(s): 4d3e507

Push Keras model using huggingface_hub.

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.gitattributes CHANGED
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+ variables/variables.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ library_name: keras
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+ ---
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+
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+ | Hyperparameters | Value |
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+ | :-- | :-- |
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+ | inner_optimizer.class_name | Custom>RMSprop |
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+ | inner_optimizer.config.name | RMSprop |
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+ | inner_optimizer.config.weight_decay | None |
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+ | inner_optimizer.config.clipnorm | None |
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+ | inner_optimizer.config.global_clipnorm | None |
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+ | inner_optimizer.config.clipvalue | None |
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+ | inner_optimizer.config.use_ema | False |
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+ | inner_optimizer.config.ema_momentum | 0.99 |
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+ | inner_optimizer.config.ema_overwrite_frequency | 100 |
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+ | inner_optimizer.config.jit_compile | True |
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+ | inner_optimizer.config.is_legacy_optimizer | False |
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+ | inner_optimizer.config.learning_rate | 0.0010000000474974513 |
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+ | inner_optimizer.config.rho | 0.9 |
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+ | inner_optimizer.config.momentum | 0.0 |
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+ | inner_optimizer.config.epsilon | 1e-07 |
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+ | inner_optimizer.config.centered | False |
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+ | dynamic | True |
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+ | initial_scale | 32768.0 |
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+ | dynamic_growth_steps | 2000 |
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+ | training_precision | mixed_float16 |
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+
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+
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+ ## Model Plot
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+
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+ <details>
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+ <summary>View Model Plot</summary>
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+
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+ ![Model Image](./model.png)
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+
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+ </details>
config.json ADDED
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+ {"name": "diffusion_model_1", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 320], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_6"}, "name": "input_6", "inbound_nodes": []}, {"class_name": "Dense", "config": {"name": "dense_256", "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_256", "inbound_nodes": [[["input_6", 0, 0, {}]]]}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 64, 64, 4], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_7"}, "name": "input_7", "inbound_nodes": []}, {"class_name": "Activation", "config": {"name": "activation_69", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "activation": "swish"}, "name": "activation_69", "inbound_nodes": [[["dense_256", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_114", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "kernel_size": 3, "padding": 1, "filters": 320}, "name": "padded_conv2d_114", "inbound_nodes": [[["input_7", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "dense_257", "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_257", "inbound_nodes": [[["activation_69", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_22", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 320}, "name": "res_block_22", "inbound_nodes": [[["padded_conv2d_114", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 77, 768], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_5"}, "name": "input_5", "inbound_nodes": []}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_16", "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_16", "inbound_nodes": [[["res_block_22", 0, 0, {}], ["input_5", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_23", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 320}, "name": "res_block_23", "inbound_nodes": [[["spatial_transformer_16", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_17", "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_17", "inbound_nodes": [[["res_block_23", 0, 0, {}], ["input_5", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_123", "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_123", "inbound_nodes": [[["spatial_transformer_17", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_24", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_24", "inbound_nodes": [[["padded_conv2d_123", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_18", "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_18", "inbound_nodes": [[["res_block_24", 0, 0, {}], ["input_5", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_25", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_25", "inbound_nodes": [[["spatial_transformer_18", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_19", "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_19", "inbound_nodes": [[["res_block_25", 0, 0, {}], ["input_5", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_132", "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_132", "inbound_nodes": [[["spatial_transformer_19", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_26", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_26", "inbound_nodes": [[["padded_conv2d_132", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_20", "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_20", "inbound_nodes": [[["res_block_26", 0, 0, {}], ["input_5", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_27", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_27", "inbound_nodes": [[["spatial_transformer_20", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_21", "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_21", "inbound_nodes": [[["res_block_27", 0, 0, {}], ["input_5", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_141", "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_141", "inbound_nodes": [[["spatial_transformer_21", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_28", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_28", "inbound_nodes": [[["padded_conv2d_141", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_29", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_29", "inbound_nodes": [[["res_block_28", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_30", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_30", "inbound_nodes": [[["res_block_29", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_22", "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_22", "inbound_nodes": [[["res_block_30", 0, 0, {}], ["input_5", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_31", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_31", "inbound_nodes": [[["spatial_transformer_22", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_12", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_12", "inbound_nodes": [[["res_block_31", 0, 0, {}], ["res_block_29", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_32", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_32", "inbound_nodes": [[["concatenate_12", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_13", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_13", "inbound_nodes": [[["res_block_32", 0, 0, {}], ["res_block_28", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_33", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_33", "inbound_nodes": [[["concatenate_13", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_14", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_14", "inbound_nodes": [[["res_block_33", 0, 0, {}], ["padded_conv2d_141", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_34", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_34", "inbound_nodes": [[["concatenate_14", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "Upsample", "config": {"name": "upsample_3", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "channels": 1280}, "name": "upsample_3", "inbound_nodes": [[["res_block_34", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_15", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_15", "inbound_nodes": [[["upsample_3", 0, 0, {}], ["spatial_transformer_21", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_35", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_35", "inbound_nodes": [[["concatenate_15", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_23", "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_23", "inbound_nodes": [[["res_block_35", 0, 0, {}], ["input_5", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_16", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_16", "inbound_nodes": [[["spatial_transformer_23", 0, 0, {}], ["spatial_transformer_20", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_36", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_36", "inbound_nodes": [[["concatenate_16", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_24", "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_24", "inbound_nodes": [[["res_block_36", 0, 0, {}], ["input_5", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_17", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_17", "inbound_nodes": [[["spatial_transformer_24", 0, 0, {}], ["padded_conv2d_132", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_37", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 1280}, "name": "res_block_37", "inbound_nodes": [[["concatenate_17", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_25", "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_25", "inbound_nodes": [[["res_block_37", 0, 0, {}], ["input_5", 0, 0, {}]]]}, {"class_name": "Upsample", "config": {"name": "upsample_4", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "channels": 1280}, "name": "upsample_4", "inbound_nodes": [[["spatial_transformer_25", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_18", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_18", "inbound_nodes": [[["upsample_4", 0, 0, {}], ["spatial_transformer_19", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_38", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_38", "inbound_nodes": [[["concatenate_18", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_26", "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_26", "inbound_nodes": [[["res_block_38", 0, 0, {}], ["input_5", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_19", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_19", "inbound_nodes": [[["spatial_transformer_26", 0, 0, {}], ["spatial_transformer_18", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_39", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_39", "inbound_nodes": [[["concatenate_19", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_27", "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_27", "inbound_nodes": [[["res_block_39", 0, 0, {}], ["input_5", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_20", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "axis": -1}, "name": "concatenate_20", "inbound_nodes": [[["spatial_transformer_27", 0, 0, {}], ["padded_conv2d_123", 0, 0, {}]]]}, {"class_name": "ResBlock", "config": {"name": "res_block_40", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "output_dim": 640}, "name": "res_block_40", "inbound_nodes": [[["concatenate_20", 0, 0, {}], ["dense_257", 0, 0, {}]]]}, {"class_name": "SpatialTransformer", "config": {"name": "spatial_transformer_28", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, 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