2020-05-09 08:53:30 +08:00
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# Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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# See https://llvm.org/LICENSE.txt for license information.
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# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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import numpy as np
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import npcomp as npc
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from npcomp.types import *
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weights = np.random.uniform(size=(16, 4)).astype(np.float32)
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bias = np.random.uniform(size=(4,)).astype(np.float32)
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2020-06-14 05:53:54 +08:00
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2020-05-09 08:53:30 +08:00
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def constants(a: np.ndarray) -> np.ndarray:
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return np.dot(a, weights) + bias
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2020-06-14 05:53:54 +08:00
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2020-05-09 08:53:30 +08:00
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# TODO: Implement subclassing and deriving constraints by run
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exp = npc.Exporter()
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exp.constants = constants
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mb = npc.tracing.ModuleBuilder()
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mb.trace(exp.constants)
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print(mb.module.to_asm())
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