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4 changes: 2 additions & 2 deletions 11_1_toy_inception_mnist.py
Original file line number Diff line number Diff line change
Expand Up @@ -104,7 +104,7 @@ def train(epoch):
if batch_idx % 10 == 0:
print('Train Epoch: {} [{}/{} ({:.0f}%)]\tLoss: {:.6f}'.format(
epoch, batch_idx * len(data), len(train_loader.dataset),
100. * batch_idx / len(train_loader), loss.data[0]))
100. * batch_idx / len(train_loader), loss.data.item()))


def test():
Expand All @@ -115,7 +115,7 @@ def test():
data, target = Variable(data, volatile=True), Variable(target)
output = model(data)
# sum up batch loss
test_loss += F.nll_loss(output, target, size_average=False).data[0]
test_loss += F.nll_loss(output, target, size_average=False).item()
# get the index of the max log-probability
pred = output.data.max(1, keepdim=True)[1]
correct += pred.eq(target.data.view_as(pred)).cpu().sum()
Expand Down