Push Keras model using huggingface_hub.

config.json

@@ -1 +1 @@
-{"name": "model_5", "trainable": true, "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 10, 1], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_7"}, "name": "input_7", "inbound_nodes": []}, {"class_name": "Normalization", "config": {"name": "normalization_6", "trainable": true, "dtype": "float32", "batch_input_shape": [null, null], "axis": [-1], "mean": null, "variance": null}, "name": "normalization_6", "inbound_nodes": [[["input_7", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "dense_24", "trainable": true, "dtype": "float32", "units": 8, "activation": "relu", "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": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 0.10000000149011612}}, "kernel_constraint": null, "bias_constraint": null}, "name": "dense_24", "inbound_nodes": [[["normalization_6", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_12", "trainable": true, "dtype": "float32", "axis": [2], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_12", "inbound_nodes": [[["dense_24", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "dense_25", "trainable": true, "dtype": "float32", "units": 4, "activation": "relu", "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_25", "inbound_nodes": [[["batch_normalization_12", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "dense_26", "trainable": true, "dtype": "float32", "units": 4, "activation": "relu", "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_26", "inbound_nodes": [[["dense_25", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_13", "trainable": true, "dtype": "float32", "axis": [2], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_13", "inbound_nodes": [[["dense_26", 0, 0, {}]]]}, {"class_name": "TimeDistributed", "config": {"name": "time_distributed_5", "trainable": true, "dtype": "float32", "layer": {"class_name": "Dense", "config": {"name": "dense_27", "trainable": true, "dtype": "float32", "units": 1, "activation": "sigmoid", "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": "time_distributed_5", "inbound_nodes": [[["batch_normalization_13", 0, 0, {}]]]}], "input_layers": [["input_7", 0, 0]], "output_layers": [["time_distributed_5", 0, 0]]}
+{"name": "model_10", "trainable": true, "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 1, 1], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_17"}, "name": "input_17", "inbound_nodes": []}, {"class_name": "LSTM", "config": {"name": "lstm_13", "trainable": true, "dtype": "float32", "return_sequences": true, "return_state": false, "go_backwards": false, "stateful": false, "unroll": false, "time_major": false, "units": 16, "activation": "relu", "recurrent_activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1}, "recurrent_initializer": {"class_name": "Orthogonal", "config": {"gain": 1.0, "seed": null}, "shared_object_id": 2}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 3}, "unit_forget_bias": true, "kernel_regularizer": null, "recurrent_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "recurrent_constraint": null, "bias_constraint": null, "dropout": 0.0, "recurrent_dropout": 0.0, "implementation": 2}, "name": "lstm_13", "inbound_nodes": [[["input_17", 0, 0, {}]]]}, {"class_name": "LSTM", "config": {"name": "lstm_14", "trainable": true, "dtype": "float32", "return_sequences": false, "return_state": false, "go_backwards": false, "stateful": false, "unroll": false, "time_major": false, "units": 4, "activation": "relu", "recurrent_activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 6}, "recurrent_initializer": {"class_name": "Orthogonal", "config": {"gain": 1.0, "seed": null}, "shared_object_id": 7}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "unit_forget_bias": true, "kernel_regularizer": null, "recurrent_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "recurrent_constraint": null, "bias_constraint": null, "dropout": 0.0, "recurrent_dropout": 0.0, "implementation": 2}, "name": "lstm_14", "inbound_nodes": [[["lstm_13", 0, 0, {}]]]}, {"class_name": "RepeatVector", "config": {"name": "repeat_vector_3", "trainable": true, "dtype": "float32", "n": 1}, "name": "repeat_vector_3", "inbound_nodes": [[["lstm_14", 0, 0, {}]]]}, {"class_name": "LSTM", "config": {"name": "lstm_15", "trainable": true, "dtype": "float32", "return_sequences": true, "return_state": false, "go_backwards": false, "stateful": false, "unroll": false, "time_major": false, "units": 4, "activation": "relu", "recurrent_activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 12}, "recurrent_initializer": {"class_name": "Orthogonal", "config": {"gain": 1.0, "seed": null}, "shared_object_id": 13}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 14}, "unit_forget_bias": true, "kernel_regularizer": null, "recurrent_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "recurrent_constraint": null, "bias_constraint": null, "dropout": 0.0, "recurrent_dropout": 0.0, "implementation": 2}, "name": "lstm_15", "inbound_nodes": [[["repeat_vector_3", 0, 0, {}]]]}, {"class_name": "LSTM", "config": {"name": "lstm_16", "trainable": true, "dtype": "float32", "return_sequences": true, "return_state": false, "go_backwards": false, "stateful": false, "unroll": false, "time_major": false, "units": 16, "activation": "relu", "recurrent_activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 17}, "recurrent_initializer": {"class_name": "Orthogonal", "config": {"gain": 1.0, "seed": null}, "shared_object_id": 18}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 19}, "unit_forget_bias": true, "kernel_regularizer": null, "recurrent_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "recurrent_constraint": null, "bias_constraint": null, "dropout": 0.0, "recurrent_dropout": 0.0, "implementation": 2}, "name": "lstm_16", "inbound_nodes": [[["lstm_15", 0, 0, {}]]]}, {"class_name": "TimeDistributed", "config": {"name": "time_distributed_10", "trainable": true, "dtype": "float32", "layer": {"class_name": "Dense", "config": {"name": "dense_35", "trainable": true, "dtype": "float32", "units": 1, "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": "time_distributed_10", "inbound_nodes": [[["lstm_16", 0, 0, {}]]]}], "input_layers": [["input_17", 0, 0]], "output_layers": [["time_distributed_10", 0, 0]]}

fingerprint.pb

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keras_metadata.pb

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logs/train/{events.out.tfevents.1698748485.Jays-MacBook-Pro.local.3178.7.v2 → events.out.tfevents.1698750659.Jays-MacBook-Pro.local.3178.15.v2}

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logs/validation/{events.out.tfevents.1698748487.Jays-MacBook-Pro.local.3178.8.v2 → events.out.tfevents.1698750662.Jays-MacBook-Pro.local.3178.16.v2}

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saved_model.pb

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