Topics tagged zygote

Topic	Replies	Views	Activity
Identical input in Zygote leads to different outputs General Usage bug , flux , machine-learning , zygote , chainrules	1	121	January 19, 2026
CUDA Warning about freeing DeviceMemory General Usage cuda , flux , machine-learning , zygote	1	49	January 15, 2026
High memory usage when training a custom Lux model General Usage zygote , lux	8	162	December 26, 2025
Using Neural ODEs to learn a family of ODEs (with Automatic Differentiation) Machine Learning question , zygote , sciml , autodiff , lux	13	266	December 9, 2025
Using `CartesianIndex` with Flux.jl General Usage question , flux , zygote	3	65	December 3, 2025
Integrals.jl & Zygote not working on 1.12 General Usage zygote , sciml , autodiff	1	176	October 16, 2025
Automatic differentiation of loglikelihood function. Am I doing it right? New to Julia statistics , zygote , ad	5	319	September 8, 2025
Rrule for zygote New to Julia zygote , gridap , chainrulescore , gradient , chainrules	7	251	July 29, 2025
Reusing variables with Zygote? Specific Domains package , zygote , autodiff	0	65	July 5, 2025
Issue with backprop in a custom recurrent `Lux` layer Machine Learning question , zygote , rnn , lux , immutable	6	182	June 16, 2025
.== and .<= inside Zygote.gradient() are inaccurate on GPU General Usage gpu , cuda , flux , zygote , autodiff	10	253	April 30, 2025
Implementing Three-Dimensional Interpolation, ODEProblem, and Gradient Computation with sensealg=GaussAdjoint(autojacvec=EnzymeVJP()) Specific Domains zygote , differentialequation , enzyme	2	94	April 20, 2025
How to differentiate functions involving arrays with one non-zero element in Zygote General Usage zygote , autodiff	4	130	April 13, 2025
Automatic Differentiation of quantum master equation using Zygote Specific Domains zygote , autodiff , ordinarydiffeq	14	239	April 5, 2025
AD through DataInterpolations, ODE : Gradient calculation, parameter -> time series -> DataInterpolation General Usage zygote , sciml , differentialequation , datainterpolations	2	132	March 12, 2025
Type instability for simple MLP call using ComponentArrays General Usage zygote , sciml , type-stability , neural-network , autodiff	2	100	March 6, 2025
Help with workaround a mutation in an optimization problem Specific Domains question , package , zygote	1	81	March 6, 2025
`Zygote.gradient` is 54000 TIMES slower than `jax.gradient` Optimization (Mathematical) zygote , jax	80	1769	February 1, 2025
Automatic differentiation minisymposium at JuliaCon JuliaCon juliacon , zygote , autodiff , enzyme , minisymposium	0	180	January 23, 2025
Help using CUDA, Zygote, and random numbers Machine Learning cuda , zygote	4	201	December 23, 2024
Custom stuct and Jacobian: Issue with Zygote not understanding custom struct Specific Domains zygote , autodiff	0	40	December 12, 2024
Cannot differentiate through a multivariate log normal probability density with Zygote Machine Learning flux , zygote	4	181	December 11, 2024
AD Troubles in Flux and Unusual Loss Machine Learning flux , zygote , fluxtraining	1	140	November 24, 2024
Autodiff with Zygote: issues with setting seeds Statistics zygote , autodiff	9	167	November 11, 2024
Impossible to perform autodiff on simple ODE Optimization (Mathematical) ode , zygote , autodiff , differentialequation	22	571	November 1, 2024
Odd warning and issues with optimization only when inside Optimization.jl. Zygote.hessian works fine Machine Learning question , optimization , zygote	8	185	October 30, 2024
Using NonlinearSolve with autodiff Optimization (Mathematical) zygote , autodiff , enzyme , nonlinearsolve	9	366	October 17, 2024
Jacobian&vectors in Zygote General Usage question , zygote	3	140	October 16, 2024
[ANN] DifferentiationInterface - gradients for everyone Package Announcements zygote , forwarddiff , ad , autodiff , enzyme	5	1463	October 8, 2024
Avoid storing intermediate results from the forward pass by default Machine Learning question , zygote , chainrules	14	335	September 29, 2024