Esempi in Python per prepare_data_loaders

Esempio n. 1

File: train_new_task_from_scratch.py Progetto: fightyang/residual_adapters

args.ckpdir = args.expdir + '/checkpoint/'
args.svdir  = args.expdir + '/results/'

if not os.path.isdir(args.ckpdir):
    os.mkdir(args.ckpdir) 

if not os.path.isdir(args.svdir):
    os.mkdir(args.svdir) 

config_task.isdropout1 = (args.dropout[0] == '1')
config_task.isdropout2 = (args.dropout[1] == '1')

#####################################

# Prepare data loaders
train_loaders, val_loaders, num_classes = imdbfolder.prepare_data_loaders(args.dataset,args.datadir,args.imdbdir,True)
args.num_classes = num_classes

# Create the network
net = models.resnet26(num_classes)


start_epoch = 0
best_acc = 0  # best test accuracy
results = np.zeros((4,start_epoch+args.nb_epochs,len(args.num_classes)))
all_tasks = range(len(args.dataset))
np.random.seed(1993)

if args.use_cuda:
    net.cuda()
    cudnn.benchmark = True

Esempio n. 2

File: train_new_task_from_scratch.py Progetto: shijial/residual_adapters

args.ckpdir = args.expdir + '/checkpoint/'
args.svdir  = args.expdir + '/results/'

if not os.path.isdir(args.ckpdir):
    os.mkdir(args.ckpdir) 

if not os.path.isdir(args.svdir):
    os.mkdir(args.svdir) 

config_task.isdropout1 = (args.dropout[0] == '1')
config_task.isdropout2 = (args.dropout[1] == '1')

#####################################

# Prepare data loaders
train_loaders, val_loaders, num_classes = imdbfolder.prepare_data_loaders(args.dataset,args.datadir,args.imdbdir,True)
args.num_classes = num_classes

# Create the network
net = models.resnet26(num_classes)


start_epoch = 0
best_acc = 0  # best test accuracy
results = np.zeros((4,start_epoch+args.nb_epochs,len(args.num_classes)))
all_tasks = range(len(args.dataset))
np.random.seed(1993)

if args.use_cuda:
    net.cuda()
    cudnn.benchmark = True