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This is strangely specific, but look, a factor ~200 slowdown when enabling multithreading:
```julia
julia> using BenchmarkTools, FastBroadcast, ForwardDiff
julia> N = 100; x = ForwardDiff.Dual.…
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**Description**
Providing the initial_ens to the inference problem does not actually perform the simulation using the initial ensemble, but rather seems to generate a new ensemble using the prior to …
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Hi @JamesYang007!
This repo seems pretty nice, especially your philosophy as laid out in [your paper](https://arxiv.org/abs/2102.03681) of arguing the benefit of having a pair of pointers of matric…
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Consider the slightly contrived example of character classification, where a subroutine should print "Hexadecimal digit" if a character passed to it is a hexadecimal digit, both "Hexadecimal digit" an…
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I am trying to use a Pytree state as a state
But I get one state (not a list) of ys
MWE :
```python
import jax
import jax.numpy as jnp
from dataclasses import dataclass
from functool…
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I am wanting to use the incomplete gamma function, with a negative shape parameter. This is currently not supported by the relevant boost library function.
To get around this, I have been trying t…
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Ref https://github.com/JuliaDiffEq/DiffEqFlux.jl/issues/70 . As discussed at JuliaCon, nicer strategies can be used so that if you get an infinite loss the training won't just explode. You can discard…
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We appreciate the authors for clarifying the similarities and the distinctions from **a closely related work ConsistencyTTA** [in Discussion #2](https://github.com/Text-to-Audio/AudioLCM/discussions/2…
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Here is a planetary system which is unstable and violently disrupts itself over short timescale (thanks to @nchoksi4456 for providing this example). MERCURIUS fails at this problem and has energy erro…