Could you recheck the path please and make sure that torch.load returns a valid state_dict?
Your code seems to work for me:
model = myRNN(1, 1, 1, 1)
sd = model.state_dict()

model = myRNN(1, 1, 1, 1)
model.load_state_dict(sd)
> <All keys matched successfully>