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tensorflow.keras.engine.sequential.Sequential.2a990151

tensorflow.keras.engine.sequential.Sequential.2a990151

Visibility: public Uploaded 30-03-2023 by Karen tensorflow==2.11.0 numpy>=1.6.1 scipy>=0.9 0 runs
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  • openml-python python tensorflow tensorflow_2.11.0
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Automatically created tensorflow flow.

Parameters

backenddefault: "tensorflow"
class_namedefault: "Sequential"
configdefault: {"name": "sequential_1"}
layer0_sequentialdefault: {"class_name": "Sequential", "config": {"layers": [{"class_name": "RandomFlip", "config": {"dtype": "float32", "mode": "horizontal_and_vertical", "name": "random_flip", "trainable": true}}, {"class_name": "RandomRotation", "config": {"dtype": "float32", "factor": 0.2, "fill_mode": "reflect", "fill_value": 0.0, "interpolation": "bilinear", "name": "random_rotation", "seed": null, "trainable": true}}], "name": "sequential"}}
layer1_conv2ddefault: {"class_name": "Conv2D", "config": "relu"}
layer2_max_pooling2ddefault: {"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}}
layer3_conv2d_1default: {"class_name": "Conv2D", "config": "relu"}
layer4_max_pooling2d_1default: {"class_name": "MaxPooling2D", "config": {"data_format": "channels_last", "dtype": "float32", "name": "max_pooling2d_1", "padding": "valid", "pool_size": [2, 2], "strides": [2, 2], "trainable": true}}
layer5_conv2d_2default: {"class_name": "Conv2D", "config": "relu"}
layer6_flattendefault: {"class_name": "Flatten", "config": {"data_format": "channels_last", "dtype": "float32", "name": "flatten", "trainable": true}}
layer7_densedefault: {"class_name": "Dense", "config": {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "name": "dense", "trainable": true, "units": 64, "use_bias": true}}
layer8_dense_1default: {"class_name": "Dense", "config": {"activation": "softmax", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "kernel_regularizer": null, "name": "dense_1", "trainable": true, "units": 706, "use_bias": true}}
optimizerdefault: {"loss": "categorical_crossentropy", "metrics": [], "optimizer_config": {"class_name": "Adam", "config": {"amsgrad": false, "beta_1": 0.9, "beta_2": 0.999, "clipnorm": null, "clipvalue": null, "ema_momentum": 0.99, "ema_overwrite_frequency": null, "epsilon": 1e-07, "global_clipnorm": null, "is_legacy_optimizer": false, "jit_compile": true, "learning_rate": 0.0010000000474974513, "name": "Adam", "use_ema": false, "weight_decay": null}}}
tensorflow_versiondefault: "2.11.0"

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