def imagenet_p03_clstr(args):
args = shared_settings.basic_setting(args)
args = shared_settings.bs_128_setting(args)
args.fre_cache_filter = 10010
args.fre_filter = 100100
args = basic_semi_setting(args)
args = p03_clstr_setting(args)
args.expId = 'imagenet_p03_clstr_2'
args.lr_boundaries = "1753017,2054102"
return args
def p03_clstr_un_mt_mdl(args):
args = shared_settings.basic_setting(args)
args = shared_settings.bs_128_setting(args)
args.fre_cache_filter = 10010
args.fre_filter = 50050
args = basic_semi_setting(args)
args = p03_clstr_un_mt_model_setting(args)
args.network_func = 'get_res18_clstr_un_mt'
args.expId = 'p03_clstr_un_mt_mdl'
return args
def p03_clstr_un_inst_only_mdl(args):
args = shared_settings.basic_setting(args)
args = shared_settings.bs_128_setting(args)
args.fre_cache_filter = 10010
args.fre_filter = 50050
args = basic_semi_setting(args)
args = p03_clstr_setting(args)
args.dataconfig = "dataset_task_config_image_clst_un_inst_only_model.json"
args.network_func = 'get_resnet_18_wun'
args.expId = 'p03_clstr_un_inst_only_mdl'
return args
def imagenet_p03_clstr_0k(args):
args = shared_settings.basic_setting(args)
args = shared_settings.bs_128_setting(args)
args.fre_cache_filter = 10010
args.fre_filter = 100100
args = basic_semi_setting(args)
args = p03_clstr_setting(args)
args.expId = 'imagenet_p03_clstr_0k'
args.instance_k = 0
args.lr_boundaries = "595764"
return args
def p03_clstr_un_semi(args):
args = shared_settings.basic_setting(args)
args = shared_settings.bs_128_setting(args)
args.fre_cache_filter = 10010
args.fre_filter = 100100
args = basic_semi_setting(args)
args = p03_clstr_un_semi_setting(args)
args.network_func = 'get_resnet_18_wun'
args.expId = 'p03_clstr_un_semi3'
args.instance_k = 0
#args.loadexpId = 'p03_clstr_un_inst'
#args.loadstep = 100100
#args.semi_name_scope = 'imagenet'
return args
def p03_clstr_semi_frm_dset(args):
args = shared_settings.basic_setting(args)
args = shared_settings.bs_128_setting(args)
args.fre_cache_filter = 10010
args.fre_filter = 100100
args = basic_semi_setting(args)
args = p03_clstr_un_semi_setting(args)
args.network_func = 'get_resnet_18_wun'
args.expId = 'p03_clstr_semi_frm_dset'
args.loadexpId = 'inst_res18_newp_dset'
args.loadstep = 100000
args.load_dbname = 'combinet-test'
args.loadport = 27006
args.semi_name_scope = 'imagenet'
return args
def convrnn_basic_setting(args):
args = shared_settings.basic_setting(args)
args = shared_settings.bs_128_setting(args)
return args