Topics tagged zygote

Topic	Replies	Views	Activity
`Zygote.gradient` is 54000 TIMES slower than `jax.gradient` Optimization (Mathematical) zygote , jax	80	1049	February 1, 2025
Automatic differentiation minisymposium at JuliaCon JuliaCon juliacon , zygote , autodiff , enzyme , minisymposium	0	146	January 23, 2025
Help using CUDA, Zygote, and random numbers Machine Learning cuda , zygote	4	83	December 23, 2024
Custom stuct and Jacobian: Issue with Zygote not understanding custom struct Specific Domains zygote , autodiff	0	25	December 12, 2024
Cannot differentiate through a multivariate log normal probability density with Zygote Machine Learning flux , zygote	4	133	December 11, 2024
AD Troubles in Flux and Unusual Loss Machine Learning flux , zygote , fluxtraining	1	106	November 24, 2024
Autodiff with Zygote: issues with setting seeds Statistics zygote , autodiff	9	114	November 11, 2024
Impossible to perform autodiff on simple ODE Optimization (Mathematical) ode , zygote , autodiff , differentialequation	22	424	November 1, 2024
Odd warning and issues with optimization only when inside Optimization.jl. Zygote.hessian works fine Machine Learning question , optimization , zygote	8	93	October 30, 2024
Using NonlinearSolve with autodiff Optimization (Mathematical) zygote , autodiff , enzyme , nonlinearsolve	9	225	October 17, 2024
Jacobian&vectors in Zygote General Usage question , zygote	3	62	October 16, 2024
[ANN] DifferentiationInterface - gradients for everyone Package Announcements zygote , forwarddiff , ad , autodiff , enzyme	5	1286	October 8, 2024
Avoid storing intermediate results from the forward pass by default Machine Learning question , zygote , chainrules	14	216	September 29, 2024
Emulate Enzyme.Const with Zygote Machine Learning zygote , autodiff , enzyme	1	100	September 19, 2024
ChainRules project looking for a new primary maintainer Package Announcements machine-learning , zygote , autodiff , chainrulescore , maintenance-request	8	1523	September 3, 2024
How to solve an ODEProblem with u0 in the format of vector{vector} and be able to use it for Zygote differentiation General Usage zygote , differentialequation	1	57	August 26, 2024
Zygote.gradient does not work with AbstractGPs.CustomMean General Usage zygote , gaussian-process , gradient	9	519	August 1, 2024
Questions with building a chainrules for mutating array function General Usage zygote , chainrulescore , chainrules	2	65	July 22, 2024
Custom gradients for function. Resource for rrule and frule General Usage zygote , chainrulescore , gradient	18	218	July 20, 2024
DataInterpolations.jl and Zygote.jl Numerics zygote , sciml , autodiff , datainterpolations	18	576	July 8, 2024
Flux chain type unstable when broadcasting inside gradient Specific Domains flux , zygote , autodiff	2	78	June 17, 2024
Problems with reverse mode automatic diff (e.g. zygote) with NeuralSDEs Modelling & Simulations sde , zygote	2	141	June 15, 2024
Zygote.hessian of loss function when defining ODEs with modeling toolkit General Usage optimization , zygote , modelingtoolkit , differentialequation	1	108	June 7, 2024
Domain Error when using Zygote to differentiate MultiStart minimization Optimization (Mathematical) question , zygote , autodiff	2	294	June 3, 2024
Second-order autodiff: which combinations should work? Optimization (Mathematical) zygote , forwarddiff , autodiff , enzyme , diffractor	13	792	May 30, 2024
Zygote.jl with NamedArrays and adjoint General Usage zygote , autodiff	2	138	May 25, 2024
Discrepancy between complex gradients calculate with Zygote.jl and Python's Jax General Usage zygote	10	356	May 16, 2024
Zygote much slower than JAX for automatic differentiation of energy Machine Learning performance , flux , zygote , jax , lux	22	1307	May 15, 2024
Zygote differentiation very slow Performance zygote	13	594	May 12, 2024
How to: High-performance differentiable programming with broad AD-library support? Performance zygote , forwarddiff , reversediff , ad	13	557	May 6, 2024