I'll try your way. But like @seaandsailor was saying it could be that I'm not doing enough on each worker? Turbo thanks for code I'll try. 
because I only started working using these libraries literally yesterday so I'm a n00b OK I'll try that too feels a bit anti-educational to
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be just trying random stuff without learning what I am trying exactly but I'll give that a go...
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hang on it's just another pairwise distance calculator that will certainly run out of memory... I need around 50 million data points!!
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yep memory error

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