def e_077(): a = ProjectVariable() a.experiment_name = '077. prid450: selu + alphadropout=0.1' a.ranking_number = 100 a.iterations = 30 a.activation_function = 'selu' a.datasets = ['prid450'] a.log_file = 'thesis_experiment_log.txt' a.dropout_rate = 0.1 scn.super_main(a)
def e_066(): a = ProjectVariable() a.experiment_name = '066. grid: selu + alphadropout=0.05 + batchnorm' a.ranking_number = 100 a.iterations = 10 a.activation_function = 'selu' a.datasets = ['grid'] a.log_file = 'thesis_experiment_log.txt' a.dropout_rate = 0.05 scn.super_main(a)
def e_016(): a = ProjectVariable() a.experiment_name = '016. caviar: selu + alphadropout=0.1' a.ranking_number = 36 a.iterations = 10 a.activation_function = 'selu' a.datasets = ['caviar'] a.log_file = 'thesis_experiment_log.txt' a.dropout_rate = 0.1 scn.super_main(a)
def e_079(): a = ProjectVariable() a.experiment_name = '079. prid450: selu + alphadropout=0.05 + no batchnorm' a.ranking_number = 100 a.iterations = 30 a.activation_function = 'selu' a.datasets = ['prid450'] a.log_file = 'thesis_experiment_log.txt' a.head_type = 'simple' a.dropout_rate = 0.05 scn.super_main(a)
def e_057(): a = ProjectVariable() a.experiment_name = '057. viper: selu + alphadropout=0.1 + no batchnorm' a.ranking_number = 100 a.iterations = 10 a.activation_function = 'selu' a.datasets = ['viper'] a.log_file = 'thesis_experiment_log.txt' a.head_type = 'simple' a.dropout_rate = 0.1 scn.super_main(a)
def e_034(): a = ProjectVariable() a.experiment_name = '034. cnn_lstm on prid2011, AD=0.1' a.epochs = 100 a.iterations = 1 a.batch_size = 32 a.activation_function = 'selu' a.datasets = ['prid2011'] a.video_head_type = 'cnn_lstm' a.sequence_length = 20 a.ranking_number = 30 a.dropout_rate = 0.1 a.lstm_units = 64 srcn.super_main(a)