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35 lines
851 B
Python
35 lines
851 B
Python
import unittest
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import numpy as np
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from tinygrad.helpers import BEAM, Timing
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from tinygrad.shape.symbolic import Variable
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from tinygrad.tensor import Tensor
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from tinygrad.nn import Conv2d
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class TestBeamSearch(unittest.TestCase):
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def setUp(self):
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self.old_beam = BEAM.value
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BEAM.value = 2
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def tearDown(self):
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BEAM.value = self.old_beam
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def test_variable_ast_beam(self):
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a = Tensor.rand(3, 3).reshape((Variable("a", 1, 10).bind(3), 3))
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a = (a+1).realize()
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def test_no_mutate_rawbuffers(self):
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a = Tensor.rand(3, 3).realize()
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desired = a.numpy() + 1
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a.assign(a+1)
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actual = a.numpy()
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np.testing.assert_allclose(actual, desired)
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def test_conv_beam(self):
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c = Conv2d(3, 16, (3,3))
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x = Tensor.rand(1,3,32,32)
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with Timing():
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c(x).realize()
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if __name__ == '__main__':
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unittest.main()
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