-
The SciML ecosystem has had it's own "AD-backend" types since before AbstractDifferentiation.jl was created. Those have more recently been exposed in the standalone packages ADTypes.jl.
From a user…
-
I'm currently implementing NeRF, a neural rendering method published this year with great performance. The original code was offered in TensorFlow, and I mainly modified from this vanilla lego example…
-
I am trying to use Enzyme to differentiate a function which builds and solves a NonlinearProblem. I believ the issue is with the enzyme extension which is why I'm opening the issue here.
**Expecte…
-
Forward sensitivity speeds are currently held back by the parameter jacobian evaluations, which can be enormously expensive to compute for our problems (lots of parameters) without sparse differentiat…
-
Hi!
I'm trying to use fused kernel `compute_α_fused` to compute alpha-composing weights and use Enzyme to generate gradient kernel in `Reverse` mode instead of `compute_α`.
But the compilation fai…
-
Dear JAX team,
is the following no longer considered a reasonable pattern? I could swear this used to work and found it quite concise. Would be nice to have it back.
Is it more or less equivale…
-
In the spirit of creating lightweight interface-defining packages (see TuringLang/Bijectors.jl#199 which resulted in [InverseFunctions.jl](https://github.com/JuliaMath/InverseFunctions.jl) and [Change…
-
Inplace BatchNorm seems to be developed by Mapillary here: https://github.com/mapillary/inplace_abn
This would be a very nice addition to core PyTorch (for memory savings).
cc @ezyang @gchanan @…
-
# Code
```julia
import Pkg; Pkg.status()
import Random
import Enzyme
const AV = AbstractVector{T} where T
# ===== Set up objective function =====
normal_pdf(x::Real, mean::Real, var::Re…
-
I am on Julia 1.8.5 and Enzyme main (https://github.com/EnzymeAD/Enzyme.jl/commit/16818fd3d39d0583915aee38595b54a7fcce6b58). The following fails:
```julia
using Enzyme
function f(x)
y = filt…