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A template demonstrating how to test higher-order autodiff. by GGBond8488 · Pull Request #62917 · PaddlePaddle/Paddle · GitHub
GGBond8488
changed the title
add composite high order test
add composite high grad test
Mar 25, 2024
GGBond8488
changed the title
add composite high grad test
A template demonstrating how to test higher-order autodiff.
Mar 25, 2024
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A template demonstrating how to test higher-order autodiff. #62917
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你的PR提交成功，感谢你对开源项目的贡献! |
GGBond8488
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cxxly
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Mar 25, 2024
| def check_vjp(func, args, order=2, atol=None, rtol=None, eps=EPS): | ||
| paddle.framework.core.set_prim_eager_enabled(True) |
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使用Python上下文管理器或Try-catch确保函数执行完后prim开关关闭
cxxly
reviewed
Mar 25, 2024
| if core.is_compiled_with_cuda(): | ||
| places.append(base.CUDAPlace(0)) | ||
| for p in places: | ||
| self.check_vjp(p) |
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命名建议统一，避免 vjp/grad 混用
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这里考虑的是后续可以添加一个self.check_jvp()
cxxly
reviewed
Mar 25, 2024
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| if __name__ == "__main__": | ||
| unittest.main() |
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应该不需要那么复杂的包装，也不需要区分一元/多元运算，比如
class TestXXHigherOrderAD(unittest.TestCase):
...
@param.parameterized(...)
def test_xx(func, args, kwargs, argnums: Tuple[int], order, options):
"""
...
args, kwargs表示func的参数
argnums表示对第几个args求导
order表示阶数
"""
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不需要VJP子目录 |
|
注释写的详细一些，也可以在ReadMe细化，让开发者能够按步骤新增用例 |
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PR标题： A template demonstrating how to test higher-order autodiff. |
GGBond8488
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|
Sorry to inform you that 90c956f's CIs have passed for more than 7 days. To prevent PR conflicts, you need to re-run all CIs manually. |
… add_high_order_test
XieYunshen
approved these changes
Apr 29, 2024
|
Sorry to inform you that 7e0a7ba's CIs have passed for more than 7 days. To prevent PR conflicts, you need to re-run all CIs manually. |
cxxly
approved these changes
May 10, 2024
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LGTM
jeff41404
approved these changes
May 10, 2024
Aurelius84
approved these changes
May 10, 2024
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LGTM
co63oc
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to co63oc/Paddle
that referenced
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May 10, 2024
…ddle#62917) * add composite high order test * remove static * add test subdirectory * fix cmake error * fix high grad test bug * rm tanh * add timeout limit * add prim scope * opt * opt * fix places * opt
co63oc
pushed a commit
to co63oc/Paddle
that referenced
this pull request
May 11, 2024
…ddle#62917) * add composite high order test * remove static * add test subdirectory * fix cmake error * fix high grad test bug * rm tanh * add timeout limit * add prim scope * opt * opt * fix places * opt
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Description
pcard-81841
A template demonstrating how to test higher-order autodiff.