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