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### Feature request
It would be extremely helpful to have stochastic rounding support, as described in [Revisiting BFloat16 Training](https://arxiv.org/pdf/2010.06192.pdf), for 8-bit optimizers. Thi…
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See this example. This test fails sometimes, but we just rerun it and it works fine. There's probably a race condition going on.
https://github.com/Layr-Labs/eigensdk-go/actions/runs/8809483189/job/2…
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### Bug description
NAN in compartments in SEIR2V Model
### Version
Windows
### To reproduce
1. build code
2. execute sde_seir2v_example
(https://github.com/SciCompMod/memilio/blob/…
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New StochasticModel class that slowly randomizes the amplitudes.
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You may want to compare with Stochastic ODEs rather than just ODE
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Hi, I've finally got some time to play with this on a GPU today.
I have some issues with the stochastic optimization which you are already are aware of and mention in the demo:
```
pri…
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Make stochastic models have parity with current ODE implementations
**Jobs**
- [ ] Implement a solving function for stochastic models
- [ ] Implement all models as stochastic
- [ ] Testing f…
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Can we incorporate environmental stochasticity in our models? How is the Gillespie processed changed? See Gibson & Bruck, 2000.
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Need to set.seeds() within each module so that parallel modules are comparing some thing. e.g. if we compare two data sets, we want the same pseudorandom background points. Need to check I'm doing it …
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We are observing non-deterministic behavior of `whamg` when run multiple times across cloud VMs on the same BAM file, where about 5-10% of calls are different. I see from a quick search of the code ba…