Created
July 27, 2020 18:45
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# import all you need | |
import os | |
import torch | |
import torchvision | |
import torch.nn as nn | |
import torch.nn.functional as F | |
from torch.utils.data import DataLoader, random_split | |
from torchvision.datasets import MNIST | |
from torchvision import datasets, transforms | |
import pytorch_lightning as pl | |
from pytorch_lightning import Trainer | |
from pytorch_lightning.core.lightning import LightningModule | |
# transforms | |
# prepare transforms standard to MNIST | |
transform=transforms.Compose([transforms.ToTensor(), | |
transforms.Normalize((0.1307,), (0.3081,))]) | |
# data | |
mnist_train = MNIST(os.getcwd(), train=True, download=True, transform=transform) | |
mnist_train_loader = DataLoader(mnist_train, batch_size=64) |
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