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nan grads when running find_MAP() on analytic, ddm #456

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AlexanderFengler opened this issue Jun 11, 2024 · 0 comments
Open

nan grads when running find_MAP() on analytic, ddm #456

AlexanderFengler opened this issue Jun 11, 2024 · 0 comments
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@AlexanderFengler
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Something as simple as:

# Test 1: Basic DDM model
cav_data = hssm.load_data("cavanagh_theta")

mCon=hssm.HSSM(
    data=cav_data,
    model="ddm",
)

mCon.find_MAP()

Produces nan grads (as per report from the optimizer). This may be the key to investigating what is going on with the gradients of that model and therefore corresponding sampler pathologies.

@AlexanderFengler AlexanderFengler added the bug Something isn't working label Jun 11, 2024
@digicosmos86 digicosmos86 linked a pull request Jun 20, 2024 that will close this issue
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