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block until ready #217

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@jstac

I think this syntax

start = time.time()
result2 = jnp.cos(X)
jax.device_get(result2)  # Force execution completion
second_time = time.time() - start

is nicer than .block_until_ready() for timing.

Could someone please test this and confirm that it's a suitable alternative. If yes we'll change throughout.

CC @mmcky -- perhaps you could coordinate with @HumphreyYang or Bishmay?

I also prefer that we move away from %time and %%time because they cause problems with jupytext conversion.

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