Push Keras model using huggingface_hub.

.gitattributes

@@ -32,3 +32,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+variables/variables.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,54 @@
+---
+library_name: keras
+---
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+
+| Hyperparameters | Value |
+| :-- | :-- |
+| inner_optimizer.class_name | Custom>RMSprop |
+| inner_optimizer.config.name | RMSprop |
+| inner_optimizer.config.weight_decay | None |
+| inner_optimizer.config.clipnorm | None |
+| inner_optimizer.config.global_clipnorm | None |
+| inner_optimizer.config.clipvalue | None |
+| inner_optimizer.config.use_ema | False |
+| inner_optimizer.config.ema_momentum | 0.99 |
+| inner_optimizer.config.ema_overwrite_frequency | 100 |
+| inner_optimizer.config.jit_compile | True |
+| inner_optimizer.config.is_legacy_optimizer | False |
+| inner_optimizer.config.learning_rate | 0.0010000000474974513 |
+| inner_optimizer.config.rho | 0.9 |
+| inner_optimizer.config.momentum | 0.0 |
+| inner_optimizer.config.epsilon | 1e-07 |
+| inner_optimizer.config.centered | False |
+| dynamic | True |
+| initial_scale | 32768.0 |
+| dynamic_growth_steps | 2000 |
+| training_precision | mixed_float16 |
+
+
+ ## Model Plot
+
+<details>
+<summary>View Model Plot</summary>
+
+![Model Image](./model.png)
+
+</details>

config.json

@@ -0,0 +1 @@
+{"name": "diffusion_model_3", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 320], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_14"}, "name": "input_14", "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_14", 0, 0, {}]]]}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 64, 64, 4], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_15"}, "name": "input_15", "inbound_nodes": []}, {"class_name": "Activation", "config": {"name": "activation_207", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "activation": "swish"}, "name": "activation_207", "inbound_nodes": [[["dense_768", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_358", "trainable": true, "dtype": {"class_name": "Policy", "config": {"name": "mixed_float16"}, "shared_object_id": 1}, "kernel_size": 3, "padding": 1, "filters": 320}, "name": "padded_conv2d_358", "inbound_nodes": [[["input_15", 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_207", 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_358", 0, 0, {}], ["dense_769", 0, 0, {}]]]}, {"class_name": "InputLayer", "config": {"batch_input_shape": [null, 77, 768], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_13"}, "name": "input_13", "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_13", 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_13", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_367", "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_367", "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_367", 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_13", 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_13", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_376", "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_376", "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_376", 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_13", 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_13", 0, 0, {}]]]}, {"class_name": "PaddedConv2D", "config": {"name": "padded_conv2d_385", "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_385", "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_385", 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_13", 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_385", 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": 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{}]]]}, {"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_13", 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_376", 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_13", 0, 0, {}]]]}, {"class_name": 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"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_13", 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_367", 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_13", 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", 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