{% macro render_metric(name, value) %} {{ name }}: {{ "%.4f"|format(value) }} {% endmacro %} {% macro render_list_value(value) %}
Parameter | Value |
---|---|
CNN Layers | {{ render_list_value(tuning_obj.cnn_layers[i]) }}|
CNN Kernels | {{ render_list_value(tuning_obj.cnn_kernels[i]) }}|
CNN Dropout Rates | {{ render_list_value(tuning_obj.cnn_dropout_rates[i]) }}|
Dense Layer Nodes | {{ render_list_value(tuning_obj.dense_layer_nodes[i]) }}|
Dense Layer Dropout Rate | {{ render_list_value(tuning_obj.dense_layer_dropout_rate[i]) }}|
Epochs | {{ tuning_obj.epochs[i] }} |
Batch Size | {{ tuning_obj.batch_size[i] }} |
Validation Split | {{ tuning_obj.validation_split[i] }} |
Optimizer | {{ tuning_obj.optimizer[i] }} |
Learning Rate Decay Epochs | {{ render_list_value(tuning_obj.lr_decay_epochs[i]) }}|
Learning Rate Decay Rate | {{ render_list_value(tuning_obj.lr_decay_rate[i]) }}|
Patience | {{ tuning_obj.patience[i] }} |
Minimum Delta | {{ tuning_obj.min_delta[i] }} |