16 lines
651 B
Python
16 lines
651 B
Python
import unittest
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from extra.f16_decompress import u32_to_f16
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from tinygrad.tensor import Tensor
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from tinygrad.device import Device, is_dtype_supported
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from tinygrad import dtypes
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import numpy as np
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class TestF16Decompression(unittest.TestCase):
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def test_u32_to_f16(self):
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a = Tensor.randn(50, dtype=dtypes.float16, device=None if is_dtype_supported(dtypes.float16) else "CLANG:0")
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f16_as_u32 = a.bitcast(dtypes.uint32) if is_dtype_supported(dtypes.float16) else a.bitcast(dtypes.uint32).to(Device.DEFAULT)
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f16 = u32_to_f16(f16_as_u32)
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ref = a.numpy()
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out = f16.numpy().astype(np.float16)
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np.testing.assert_allclose(out, ref)
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