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Refactor code examples to use 'gelu' (#2592)
Updated code examples to use 'gelu' directly instead of 'nn.gelu'.
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@@ -130,8 +130,8 @@ Now make an array, and benchmark both functions:
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.. code-block:: python
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.. code-block:: python
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x = mx.random.uniform(shape=(32, 1000, 4096))
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x = mx.random.uniform(shape=(32, 1000, 4096))
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timeit(nn.gelu, x)
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timeit(gelu, x)
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timeit(mx.compile(nn.gelu), x)
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timeit(mx.compile(gelu), x)
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On an M1 Max the times are 15.5 and 3.1 milliseconds. The compiled ``gelu`` is
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On an M1 Max the times are 15.5 and 3.1 milliseconds. The compiled ``gelu`` is
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five times faster.
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five times faster.
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