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Hello there :wave: I'm writing regarding the following admonition in the docs :)
![image](https://github.com/user-attachments/assets/64d531b7-a148-4a8a-8c28-303e1b9827ba)
I am solving optimal-…
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### Describe the bug
Computing `inner_product_derivative_matrix` in `FisherRaoMetric` requires computing Jacobian and Hessian of `pdf` at given base points. We would like to use Jacobian of Jacobia…
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Hi! I've been trying to use the scipy wrapper for the trust-ncg method. When I do this, I'm prompted to pass the hessian vector product as an argument. The source code for the _run method is as follow…
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https://github.com/SciML/DiffEqSensitivity.jl/commit/55d8dc5eb99ad39279effac71042d5cd2efd95d0
It should zero here, but forward over reverse doesn't know how to do `zero(eltype(p))` when mixing forwar…
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1. `auto_jacvec!` and `num_jacvec!` only work when the output and input dimensions are the same, i.e., the jacobian is square. The issue is this line (and the equivalent for `num_jacvec!`), which shou…
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RHF/ROHF stability analysis is already implemented but following instabilities (`STABILITY_ANALYSIS=FOLLOW`) is only available with UHF.
Once we have the generalized Davidson solver (#886) it will …
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Hi!
MeanKLBefore is defined at optimize_policy in npo.py
``` npo.py
def optimize_policy(self, itr, samples_data):
all_input_values = tuple(ext.extract(
samples_data,
…
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Click to expand!
### Issue Type
Others
### Source
binary
### Tensorflow Version
2.9.1
### Custom Code
No
### OS Platform and Distribution
Linux
### Mobile device
_No response_
### Pyth…
nkoep updated
2 years ago
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As of #244, column coloring is used everywhere, for Jacobians and Hessians alike. However:
- For Jacobians, row coloring + reverse mode may be faster than column coloring + forward mode, depending …
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Could you possibly add an option to allow for an initial hessian to be passed in?