add new API paddle.nn.initializer.Orthogonal and calculate_gain #37163
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zhwesky2010 force-pushed the add_orthogonal branch from 8ade9f2 to 74c368e Compare zhwesky2010 force-pushed the add_orthogonal branch from 74c368e to 7937e1b Compare 
zhwesky2010 force-pushed the add_orthogonal branch from 7937e1b to c6a8bd2 Compare 
jeff41404 reviewed Nov 17, 2021
| param = 0.01 | ||
| else: | ||
| assert isinstance(param, (bool, int, float)) | ||
| recommended_gain = { |
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shall we support calculate gain of selu?
jeff41404 reviewed Nov 17, 2021
| | ||
| | ||
| class TestConstantInitializer(unittest.TestCase): | ||
| def test_calculate_gain(self): |
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shall we add test case of relu and selu?
zhwesky2010 force-pushed the add_orthogonal branch from f03e982 to bc959ac Compare 
TCChenlong reviewed Nov 18, 2021
python/paddle/fluid/initializer.py Outdated
| Args: | ||
| nonlinearity: nonlinearity function. | ||
| param: optional parameter for somme nonlinearity function |
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param(type, optional);
default is None, means xxx
python/paddle/fluid/initializer.py Outdated
| import paddle | ||
| gain = paddle.nn.initializer.calculate_gain('tanh') | ||
| initializer = paddle.nn.initializer.Orthogonal(gain) |
zhwesky2010 dismissed stale reviews from XiaoguangHu01 and jeff41404 via 6045fdc zhwesky2010 force-pushed the add_orthogonal branch from 6045fdc to 9721672 Compare zhwesky2010 force-pushed the add_orthogonal branch from 9721672 to e1c11e3 Compare zhwesky2010 force-pushed the add_orthogonal branch from e1c11e3 to 06cfcdf Compare Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
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PR types
New features
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APIs
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paddle.nn.initializer.Orthogonal
paddle.nn.initializer.calculate_gain