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### 🚀 The feature, motivation and pitch
Some people would like to use complex convolutional neural nets for Fourier series for MPS. Implement more functions like airy, jacobi theta, elliptical integr…
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Hi, @ZhepeiWang @bigsuperZZZX
I was wondering if there is a way to add a timeout to ensure we don't run the optimization more than a few ms or it may throttle other functions/ callbacks running. I a…
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I am using an M1 Pro Mac. I have installed the latest version of PyTorch provided by the official for MPS. Previously, when running other models on GPU, I did not encounter similar issues.
When runni…
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Python 3.10.8, Prophet 1.1.2.
Code:
```
line_p = pd.read_csv("line_p.csv", index_col=0)
m = Prophet()
m.fit(line_p)
```
line_p.csv:
```
,ds,y
0,2003-01-11,0.0
1,2003-01-18,0.0
2,20…
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## Goal:
- decide which optimizers are worth implementing in a priority order
## Remaining Optimizers + General Usage
from my understanding there are really only 2 from the ones listed in htt…
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### Discussed in https://github.com/lululxvi/deepxde/discussions/1665
Originally posted by **rapham** March 4, 2024
Hello everyone,
I am using the L-BFGS optimizer to solve a forward PDE p…
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I have implemented your LBFGS implementation in my chemistry code and try to use it to minimize the energy of molecules using a classical potential function. For some compounds it is very difficult to…
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I've been working on a Navier Stokes problem and would like to try to further optimize my model after training with Adam like many of the examples I have seen. However, when trying to use this optimiz…
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There are some reports (e.g. https://discourse.mc-stan.org/t/disabling-line-search/36062) optimization returning a point that has finite log density but infinite gradient. The current line search does…
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Just a small-ish roadmap to different Optimizers and losses we can look at to add :
Optimizers:-
- [x] Adam
- [x] Adagrad
- [x] SGD
- [x] RMSprop
- [x] AdaDelta
~- [x] Riemann SGD~ Removed b…