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!pip install jovian --upgrade -q
import os
import gc
import numpy as np
import jovian

import torch
import torch.nn as nn
import torch.nn.functional as F

from fastai import *
from fastai.vision import *
from fastai.metrics import accuracy, error_rate
from fastai.callbacks import *

from PIL import Image
from tqdm.notebook import tqdm 
from pathlib import Path
# setup the jovian API key
jvn = !cat ../input/sgr-jovian/jovian.txt
jovian.utils.credentials.write_api_key(jvn[0])
# jovian.commit(notebook_id="6b427266339c470ba5d4d40b64504e56")
# jovian.commit(nb_filename="protein-location")

jovian.commit(nb_filename="__notebook__.ipynb")
PATH = '../input/human-protein-atlas-image-classification/'
TRAIN = '../input/human-protein-atlas-image-classification/train/'
TEST = '../input/human-protein-atlas-image-classification/test/'
LABELS = '../input/human-protein-atlas-image-classification/train.csv'

path_working = Path('/kaggle/working/')