Solved by vfdev-5 in post #2 
              
              
                @xen0f0n it can be done by adding a global_step_transform=lambda e, _: e.state.epoch 
checkpointer = ModelCheckpoint(*args, **kwargs, global_step_transform=lambda e, _: e.state.epoch)