Topics tagged enzyme

Topic	Replies	Views	Activity
Enzyme/Reactant: second-order AD (Laplacian) not working with Lux on GPU General Usage enzyme , reactant	5	285	April 1, 2026
Custom rule for an implicit function in Enzyme Numerics ad , enzyme	3	136	March 25, 2026
DifferentiationInterface not generating correct shadow Optimization (Mathematical) question , optimization , enzyme	11	410	January 4, 2026
Lux/Enzyme error when Training my model? Machine Learning enzyme , lux	9	347	November 2, 2025
Issue: Enzyme + Flux double differentiation on custom layer Machine Learning flux , physics , enzyme	3	154	October 30, 2025
New "easy rule" system for Enzyme Machine Learning autodiff , enzyme , chainrules	4	262	October 29, 2025
Make mutating function more AD-friendly Performance tullio , autodiff , enzyme	10	318	October 23, 2025
Code coverage not tracking custom EnzymeRules.augmented_primal and EnzymeRules.reverse implementations General Usage package , enzyme	2	57	October 23, 2025
Type instability in custom Lux masking layer when using Enzyme/Reactant Machine Learning question , type-stability , enzyme , reactant	5	138	October 10, 2025
KernelAbstractions + Enzyme - how to do GPU-side autodiff? GPU question , autodiff , enzyme	1	178	September 25, 2025
Preventing Enzyme from differentiating through constant computations Performance question , enzyme	1	116	September 16, 2025
Error in Using DataInterpolations.jl and Enzyme.jl for Real-Time Interpolation and Gradient Computation in ODE Problems General Usage differentialequation , enzyme	1	119	September 12, 2025
Autodifferentiation with FFT, with Enzyme? Numerics question , fftw , autodiff , enzyme	13	648	September 9, 2025
New LLVM error introduced in Enzyme v0.13.69 General Usage enzyme	3	190	September 3, 2025
Using Reactant with Lux and Enzyme to speed up training in physics context Performance question , enzyme , lux , reactant	16	449	August 28, 2025
Lux + Enzyme naively applying model seems to cause runtime activity error General Usage enzyme , lux	23	524	August 25, 2025
Get Numba LLVM IR differentiated in Julia using Enzyme.jl General Usage question , llvm , python , enzyme	15	527	August 8, 2025
Differentiation of struct based simulations and applications Specific Domains differentiation , forwarddiff , enzyme	5	217	August 5, 2025
Reverse rule in Enzyme for an implicit function Numerics question , ad , enzyme	2	136	August 4, 2025
Using Enzyme.jl with Flux: Issues Computing Gradients of a Model with Duplicated Parameters and Mixed Forward/Reverse AD Machine Learning flux , machine-learning , enzyme	11	363	July 29, 2025
A custom type-stable regularization function in Lux & Enzyme Machine Learning enzyme , lux , reactant	0	109	June 18, 2025
Loading resampled data for PINN in Reactant + Enzyme + Lux Machine Learning enzyme , lux , reactant	2	165	June 17, 2025
Error when using Enzyme to train a model with frozen layers General Usage enzyme , reactant	2	93	June 5, 2025
Passing a Cache to optimization function Optimization (Mathematical) optimization , autodiff , enzyme	21	474	May 29, 2025
Enzyme.jl Critical Issues with Basic Arithmetic Operations in Automatic Differentiation Numerics autodiff , enzyme	7	414	May 26, 2025
Enzyme reverse mode not working Optimization (Mathematical) autodiff , enzyme	4	157	May 23, 2025
Trouble precompiling with Enzyme General Usage precompilation , enzyme	1	159	May 19, 2025
Issue with Optimization.LBFGS Optimization (Mathematical) optimization , enzyme	1	123	May 16, 2025
Enzyme custom rule alloactions Performance autodiff , allocations , enzyme	0	68	April 28, 2025
Implementing Three-Dimensional Interpolation, ODEProblem, and Gradient Computation with sensealg=GaussAdjoint(autojacvec=EnzymeVJP()) Specific Domains zygote , differentialequation , enzyme	2	113	April 20, 2025