Add Graphcore Poplar Babelstream implementation #70
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Implement Copy, Mul, Add, Triad and Dot kernels for Poplar.
Since the IPU doesn't support double, PoplarStream only works with float.
The largest array size for a single IPU that has managed to fit is 16185000.