# Run on CPUpythonmain.py--devicecpu--log_foldersams_logs--K4--moe_num_layers4--moe_hid_layer_len10--num_layers4--hid_layer_len10--data_nemb10--sql_nemb10--dropout0.0--alpha1.7--max_filter_col4--nfeat369--nfield43--epoch3--batch_size128--lr0.002--iter_per_epoch10--report_freq30--data_dir"./third_party/data/"--datasetuci_diabetes--num_labels1# Run on GPUpythonmain.py--devicecuda:0--log_foldersams_logs--K4--moe_num_layers4--moe_hid_layer_len10--num_layers4--hid_layer_len10--data_nemb10--sql_nemb10--dropout0.0--alpha1.7--max_filter_col4--nfeat369--nfield43--epoch100--batch_size1024--lr0.002--iter_per_epoch200--report_freq30--data_dir"./third_party/data/"--datasetuci_diabetes--num_labels1
Command Line Arguments
--device : Specifies the device to run on. Default is "cpu" .
--log_folder : The name of the folder to store logs. Default is "sams_logs" .
--log_name : The name of the log file. Default is "run_log" .
--K : The number of duplication layers of each MOE layer. Default is 4 .
--moe_num_layers : The number of hidden MOE layers of MOENet. Default is 4 .
--moe_hid_layer_len : Hidden layer length in MoeLayer. Default is 10 .
--num_layers : The number of hidden layers of hyperNet. Default is 4 .
--hid_layer_len : Hidden layer length in hyerNet. Default is 10 .
--data_nemb : Embedding size. Default is 10 .
--sql_nemb : SQL embedding size. Default is 10 .
--dropout : Dropout rate. Default is 0.0 .
--alpha : The entmax alpha to control sparsity, Default is 1.7 .
--max_filter_col : The number of columns to choose in select...where... Default is 4 .
--nfeat : The number of features. Default is 369 .
--nfield : The number of fields. Default is 43 .
--epoch : The number of maximum epochs. Default is 3 .
--batch_size : Batch size. Default is 128 .
--lr : Learning rate. Default is 0.002 .
--iter_per_epoch : Iterations per epoch. Default is 10 .
--report_freq : Report frequency. Default is 30 .
--data_dir : Path of data and result parent folder. Default is "./third_party/data/" .
--dataset : The dataset to use. Default is 'uci_diabetes' .