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Use pytorch2 optimized native attention #39

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Hi, here is a pull request for a small speedup where attention is computed using pytorch 2 function "torch.nn.functional.scaled_dot_product_attention" if available.

Makes the optimizer run about 10% faster according to a bit of testing I did

This optimization was essentially copied from a recent version of nanoGPT

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