mxnet.symbol.Symbol.gradient is not implemented. Is there any workaround?

Is there any way to get the gradient of a symbol with respect to another symbol in the symbol form? (Not numerical calculations)
The following function is not implemented
https://mxnet.apache.org/api/python/docs/api/symbol/symbol.html#mxnet.symbol.Symbol.gradient
Are there any workarounds?