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20 lines
628 B
Python
20 lines
628 B
Python
# Copyright (c) ONNX Project Contributors
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# SPDX-License-Identifier: Apache-2.0
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from __future__ import annotations
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from onnx.helper import np_dtype_to_tensor_dtype
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from onnx.reference.ops._op_common_random import _CommonRandom
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class RandomNormalLike(_CommonRandom):
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def _run(self, x, dtype=None, mean=None, scale=None, seed=None):
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if dtype is None:
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dtype = np_dtype_to_tensor_dtype(x.dtype)
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dtype = self._dtype(x, dtype=dtype)
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state = self._get_state(seed)
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res = state.randn(*x.shape).astype(dtype)
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res *= scale
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res += mean
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return (res.astype(dtype),)
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