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I'm getting an error when I try to apply actions and adjoints. Could you please help me with this?
The followiing is a minimal example and the error.
```
from firedrake import *
from firedrake.__…
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@llfung talked to me today about his work on adjoint-accelerated programmable inference for large PDEs, and what would be needed on Turing's part to support that. As I understand it (and I know very l…
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Adjoint tasks can have a large data size (over 100 MB easily) and hence running an optimization with tens of iterations can generate large storage. Many users only have a limited storage size so they …
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I think adding the option to solve with ODE using adjoints rather than backprop+checkpointing could be an interesting addition to the toolbox.
https://papers.nips.cc/paper_files/paper/2021/file/ad…
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Roughly ordered by priority within each section
### Tyler
- [ ] Small / Polish
- [ ] Dont error if only one sim in batch doesn't have tracers (no adjoint sources)
- [x] Make box gradie…
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[#2792 (comment)](https://github.com/NanoComp/meep/pull/2792#issuecomment-2171942477) identified a bug in the adjoint gradients in 2D for the $\mathcal{P}$ polarization (electric field in the plane). …
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![image](https://github.com/user-attachments/assets/16887671-59f9-4a73-b3e5-c56000452892)
![image](https://github.com/user-attachments/assets/846e1652-12a8-437f-834c-ad102122e522)
It seems that …
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What it looks like is happening:
When autograd is used with simulation caching on, the caching does not take the auxiliary files into account. So if the adjoint or forward sim are identical between…
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The website claims to have documentation for using Pyadjoint with FEniCS, but the link does not go anywhere.
Does Pyadjoint support FEniCSX or just FEniCS 2019.1.0?
Here's the page with the ba…