def vd_ctl_IR():
args = {}
args = basic_fix(args)
args = bs128(args)
args = vd_basic(args)
args['exp_id'] = 'vd_ctl_IR'
args['task'] = 'IR'
args['lr_boundaries'] = '845011,1280011'
return args
def vd_slow_IR():
args = {}
args = basic_fix(args)
args = slow_bs(args)
args = vd_basic(args)
args['exp_id'] = 'vd_slow_IR'
args['model_type'] = 'slow'
args['task'] = 'IR'
args['lr_boundaries'] = '1280011,1480011'
return args
def vd_ctl():
args = {}
args = basic_fix(args)
args = bs128(args)
args = vd_basic(args)
args = load_from_IR(args)
args = res18_la(args)
args['exp_id'] = 'vd_ctl'
args['lr_boundaries'] = '1020011,1220011'
return args
def vd_ctl_bgN():
args = {}
args = basic_fix(args)
args = bs128(args)
args = vd_basic(args)
args = load_from_IR(args)
args = res18_la_bgN(args)
args['exp_id'] = 'vd_ctl_bgN'
args['lr_boundaries'] = '985011,1255011'
return args
def vd_slow():
args = {}
args = basic_fix(args)
args = slow_bs(args)
args = vd_basic(args)
args = load_from_slow_IR(args)
args = res18_la(args)
args['exp_id'] = 'vd_slow'
args['model_type'] = 'slow'
args['lr_boundaries'] = '1170011,1380011'
return args
def vd_ctl_p70_IR():
args = {}
args = basic_fix(args)
args = bs128(args)
args = vd_basic(args)
args['exp_id'] = 'vd_ctl_p70_IR'
args['task'] = 'IR'
args['part_vd'] = 0.7
args['data_len'] = int(DATA_LEN_KINETICS_400 * 0.7)
args['lr_boundaries'] = '875011,1080011'
return args
def vd_ctl_p70():
args = {}
args = basic_fix(args)
args = bs128(args)
args = vd_basic(args)
args = load_from_IR_p70(args)
args = res18_la_p70(args)
args['exp_id'] = 'vd_ctl_p70'
args['part_vd'] = 0.7
args['data_len'] = int(DATA_LEN_KINETICS_400 * 0.7)
args['lr_boundaries'] = '860011,1060011'
return args
def vd_slow_test_noimg():
args = {}
args = basic_fix(args)
args = slow_bs(args)
args = vd_basic(args)
args = res18_la(args)
args['load_exp'] = 'vd_unsup_fx/dyn_clstr/vd_slow'
args['exp_id'] = 'vd_slow_test_noimg'
args['model_type'] = 'slow'
args['lr_boundaries'] = '1170011,1380011'
args['plot_val'] = True
args['pure_test'] = True
args['plot_val_no_image'] = True
return args
def vd_3dresnet_IR():
args = {}
args = basic_fix(args)
args = slow_bs(args)
args = vd_basic(args)
args['train_prep'] = 'ColorJitter_112'
args['port'] = 27007
args['exp_id'] = 'vd_3dresnet_IR'
args['model_type'] = '3dresnet'
args['task'] = 'IR'
args['train_num_workers'] = 40
args['val_num_workers'] = 20
args['train_num_steps'] = 50000
return args
def vd_3dresnet():
args = {}
args = basic_fix(args)
args = slow_bs(args)
args = vd_basic(args)
args = load_from_3dresnet_IR(args)
args['train_prep'] = 'ColorJitter_112'
args['port'] = 27007
args['exp_id'] = 'vd_3dresnet'
args['model_type'] = '3dresnet'
args['lr_boundaries'] = '974946,1304998'
args['train_num_steps'] = 1600000
args['train_num_workers'] = 40
args['val_num_workers'] = 20
return args