Implement prod and prod_dim for Candle backend

[antimora]

After huggingface/candle#1620 is resolve, update the burn-candle backend. Currently default unoptimized implementation is used for float tensor. To use with int tensor, one should convert to float (tensor.float()) and use prod or prod_dim methods.