Add test
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@@ -365,6 +365,28 @@ class TestFast(mlx_tests.MLXTestCase):
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rx = rope_orig(x, dims, traditional, base, scale, offset)
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self.assertLess(mx.abs(rx - rx_fast).max(), 1e-5)
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def test_rope_single_batch(self):
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base = 10000.0
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scale = 1.0
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offset = 5
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for traditional in [True, False]:
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for B in [2, 4, 8]:
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for n_head in [1, 4, 7]:
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for dims in [64, 128]:
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x = mx.random.uniform(shape=(B, n_head, 1, dims))
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mx.eval(x)
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rx_fast = mx.fast.rope(
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x,
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dims,
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traditional=traditional,
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base=base,
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scale=scale,
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offset=offset,
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)
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rx = rope_orig(x, dims, traditional, base, scale, offset)
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self.assertLess(mx.abs(rx - rx_fast).max(), 1e-5)
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def test_rope_with_large_offset(self):
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x = mx.random.normal(shape=(1, 1, 1024, 32))
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rx_fp32 = mx.fast.rope(
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