-
Enzyme doesn't seem to work with a broadcast and reduction on the GPU. Here is MWE
```julia
using Enzyme
using CUDA
f(x) = sum(abs2.(x))
x = CUDA.ones(64)
dx = zero(x)
autodiff(Reverse, f, Active,…
-
MWE:
```julia
module MWE
import Bijectors, Enzyme, StableRNGs
b = Bijectors.PlanarLayer(3)
binv = Bijectors.inverse(b)
x = randn(StableRNGs.StableRNG(23), (3, 3))
f = x -> sum(b(binv(x)))
Enzyme.gradi…
-
Hi,
I tried to use AutoEnzyme as an optimizer to build a neural network to predict parameters for ODEs following the example of [DiffEqFlux](https://docs.sciml.ai/DiffEqFlux/stable/examples/neural_od…
-
Trying to get more information on this one. If there's anything more I can collect please let me know.
```
Assertion failed: FT, file /workspace/srcdir/Enzyme/enzyme/Enzyme/AdjointGenerator.h, line 1…
-
When trying to use Enzyme as the autodiff backend for SymbolicRegression searches I ran into this error:
```
nested task error: task switch not allowed from inside staged nor pure functions
`…
-
#### Current behavior:
9 genes are discovered to be uncorrelated with their corresponding reactions in `Chondroitin sulfate degradation` and `Sulfur metabolism`.
| Gene| UniProtID| Reaction| G…
-
**Describe the bug 🐞**
All the examples in the `SciMLSensitivity.jl` Documentation use a user-defined function for the ODEProblem. I need instead to define a parameter-dependent `SciMLOperator` (e.…
-
Maintaining optimal oral health is essential for overall well-being, as the condition of our teeth and gums significantly impacts our daily lives. DentaTonic is a dietary supplement formulated to supp…
-
As discussed with Billy in https://github.com/SciML/NonlinearSolve.jl/issues/476#issuecomment-2402984370, `DI.jacobian` fails when `x` is a `SubArray`. However, the reason why Enzyme succeeds is that …
-
@vchuravy got the following code for differentiation the `einsum!` function in OMEinsum work. He also pointed out that the relevant documentation could be improved. Hope this code snippet helps.
```j…