text: from syslog import LOG_SYSLOG
  import torch
  import torchvision.models as models
  import os
  
  #os.getcwd()
  os.chdir('/Users/davidipsen/Documents/DTU/3. Semester (MSc)/MLOps/dtu_mlops/s8_deployment/exercise_files/')
  
  model = models.resnet50(pretrained=True)
  script_model = torch.jit.script(model)
  script_model.save('model_store/deployable_model.pt')
  modelloaded = torch.jit.load('model_store/deployable_model.pt')
  
  X = torch.randn((1,3,256,256))
  y1 = model(X).topk(k=5)
  y2 = modelloaded(X).topk(k=5)
  
  assert torch.allclose(y1[1],y2[1])
  #model.fc = torch.nn.Linear(2048, 10)
  #optimizer = torch.optim.Adam(model.fc.parameters(), lr=1e-2)  # 
  #optimizer = torch.optim.Adam(model.parameters(), lr=1e-2)
  
  # URL for deployment:  https://europe-west1-mlops-337908.cloudfunctions.net/dePLOY
  
  