Collapse backprop implementation of LSTMBlockCell into one CUDA kernel.
Add benchmarks for backprop. Speed difference is minor - will need to move everything out of the graph for large speedups, I think. Also template the fprop kernel on use_peephole. Original change by @duckworthd PiperOrigin-RevId: 172131001
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