def inst_mt_res18_faster(args): args = basic_setting(args) args = basic_mean_teacher(args) args = bs_128_setting(args) args = basic_inst_setting(args) args = mt_fst_ramp_down_setting(args) args.network_func = 'get_mean_teacher_and_inst_resnet_18' return args
def mt_part3_res18(args): args = basic_setting(args) args = basic_mean_teacher(args) args = bs_128_setting(args) args = mt_fst_ramp_down_setting(args) args.whichimagenet = 'part3' args.expId = 'mt_part3_res18' return args
def mt_part10_res18_inst(args): args = basic_setting(args) args = basic_mean_teacher(args) args = bs_128_setting(args) args = mt_fst_ramp_down_setting(args) args = mt_load_from_inst(args) args.whichimagenet = 'part10' args.expId = 'mt_part10_res18_inst' return args
def mean_teacher_res18(args): args = basic_setting(args) args = basic_mean_teacher(args) args = bs_128_setting(args) args.weight_decay = 1e-4 args.init_lr = 0.03 args.network_func = 'get_mean_teacher_resnet_18' args.dbname = 'combine_instance' args.expId = 'res18_mt_0' return args
def inst_and_mt_rmp_dwn_res18(args): args = basic_setting(args) args = basic_mean_teacher(args) args = bs_128_setting(args) args = basic_inst_setting(args) args.dbname = 'combine_instance' args.expId = 'inst_and_mt_rmp_dwn_res18' args.network_func = 'get_mean_teacher_and_inst_resnet_18' args.mt_ramp_down = 1 args.mt_ramp_down_epoch = 110 args.target_lr = 0.0125 return args
def inst_and_mean_teacher_res18(args): args = basic_setting(args) args = basic_mean_teacher(args) args = bs_128_setting(args) args = basic_inst_setting(args) args.dbname = 'combine_instance' args.expId = 'res18_inst_mt_cont' args.network_func = 'get_mean_teacher_and_inst_resnet_18' args.lr_boundaries = "480000" args.loadexpId = 'res18_inst_mt_1' args.loadstep = 480480 return args
def mt_part10_res50(args): args = basic_setting(args) args = basic_mean_teacher(args) args = bs_128_setting(args) args = mt_fst_ramp_down_setting(args) args.whichimagenet = 'part10' args.expId = 'mt_part10_res50_fx' args.nport = 27006 args.network_func = 'get_mean_teacher_resnet_50' args.mt_ramp_down_epoch = 120 args.fre_filter = 100100 args.fre_cache_filter = 10010 return args