!pip install jovian --upgrade --quiet

import os
import torch
import torchvision
import tarfile
from torchvision.datasets.utils import download_url
from torch.utils.data import random_split
import torch.nn as nn
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import torch.nn.functional as F
from torchvision.datasets.utils import download_url
from torch.utils.data import DataLoader, TensorDataset, random_split

project_name='Cfar_100'

# Dowload the dataset
dataset_url = "https://s3.amazonaws.com/fast-ai-imageclas/cifar100.tgz"
download_url(dataset_url, '.')

from torchvision.datasets import ImageFolder
from torchvision.transforms import ToTensor
from torch.utils.data import Dataset