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Description
Missing line from 02_monai_components.ipynb.
from monai.data import CacheDatasetFull cell:
from monai.networks.nets import UNet
from monai.losses import DiceLoss
from monai.engines import SupervisedTrainer
from monai.data import CacheDataset # Missing line
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
network = UNet(3,1,3,[8,16,32],[2,2,2]).to(device)
loss = DiceLoss(softmax=True,to_onehot_y=True)
ds = CacheDataset(filenames, transform=trans) # Does not run
dl = DataLoader(ds,batch_size=6, num_workers=8)
trainer=SupervisedTrainer(
device=device,
max_epochs=4,
train_data_loader=dl,
network=network,
optimizer=torch.optim.Adam(network.parameters()),
loss_function=loss
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