Agreed. I tried reducing across cities first.

The problem was that the work of gathering all the temperatures for each city (before I could launch the reduction CUDA kernels) required a full parsing through the input data.

My final solution would be slower than the C++ baseline since the baseline already does the full parsing anyways.