torch cnn

Solutions on MaxInterview for torch cnn by the best coders in the world

Search
showing results for - "torch cnn"
Lily
16 Mar 2018
1train_loader = DataLoader(train_data, batch_size=10,shuffle=True)
2test_loader = DataLoader(test_data, batch_size=10, shuffle=False)
3class ConvolutionalNetwork(nn.Module):
4    def __init__(self):
5        super().__init__()
6        self.conv1 = nn.Conv2d(1,6,3,1)
7        self.conv2 = nn.Conv2d(6,16, 3, 1)
8        self.fc1 = nn.Linear(5*5*16, 100)
9        self.fc2 = nn.Linear(100, 10)
10
11    def forward(self, X):
12        X = F.relu(self.conv1(X))
13        X = F.max_pool2d(X, 2, 2)
14        X = F.relu(self.conv2(X))
15        X = F.max_pool2d(X, 2, 2)
16        X = X.view(-1, 5*5*16)
17        X = F.relu(self.fc1(X))
18        X = self.fc2(X)
19        return F.log_softmax(X,dim=1)
20    
21torch.manual_seed(101)
22model = ConvolutionalNetwork()
similar questions
torch stack examplemask r cnnmean of torch tensortorch startingtorch stacktorch norm 28 29torch print full tensortorch importtorchvision transformstorch devicetorch viewwhat is numel function in pytorch 3ftorch sumconcat tensors pytorchrecurrent neural network pytorchconvolution operation pytorchpython how print ou tvalue of a torch tensor
queries leading to this page
train with a dataset pytorchcnn with pytorchpytorch tutorial image classificationpytorch convolutional neural networkpytorch model losscifar10 pytorchhow to test pytorch modelpytorch train with testmake a cnn in torchcnn pytorchconvolutional neural network pytorch examplecnn example torchtraining a net pytorchpytorch tutorial 0 to 1prepare data for image classification pytorchaccuracy for pytorchwhat is the best practice transform to image classification pytorchclassification image pytorch datasets cifarpytorch loss and accuracy table comparisonpytorch cnn convnet pytorchtorch in cnn learnwhy torch in cnncifar10 pytorch notebookpytorch cnn examlesmall cnn pytorchnn cnn torchhow to load data to a cnn model with pytorch pytorch classifiercnn in pytorchtrain cnn pytorchpytorch cnn tutorialconvolutional neural network in pytorch examplepytorch train convnetconv2d pytorchcnn torchcnn pytorch trainsimple cnn pytorchpytorch cnntraintrain torch cnnpytorch conv2dpytorch image classificationmax pooling and convolution layer torchtorch nn conv1dhow to build a classifier in pytorchconv1d pytorchpytorch testimage classification pytorchpytorch train cnnconvolutional neural network pytorchpytorch mnist tutorialtrain model on gpu pytorchtest pytorch cnntorch cnncnns in torchtorch train neural networkcovolutional neural network pytorchpytorch conv 2dcnn using pytorchcifar 10 convolutional neural network pytorchpytorch code for classification of 1d datacnn pytorch classicicationtorch cnn