Topics tagged zygote

Topic	Replies	Views	Activity
How to actually take hessian in Zygote Numerics zygote	1	307	February 1, 2024
Gradient check by zygote New to Julia zygote , gradient	6	381	January 31, 2024
Image Rotation Algorithm for CUDA and Zygote GPU images , cuda , array , zygote	10	1675	January 31, 2024
Time normalisation results in `nothing` gradients of ODE solutions Modelling & Simulations zygote , sciml , differentialequation	5	251	January 30, 2024
Maliar, Maliar, and Winant using Flux.jl (I just want to write a custom objective) Machine Learning question , flux , zygote	8	764	January 19, 2024
Zygote silently fails on CircularArrays.jl Numerics zygote , autodiff	2	425	January 19, 2024
Add ForwardDiff rule to allow complex arguments` General Usage zygote , forwarddiff , autodiff , chainrules	9	516	January 15, 2024
Weird error in Flux model New to Julia question , flux , zygote	4	231	January 11, 2024
Understanding and Overcoming Zygote's Functional Limitations for distributed Machine Learning distributed , machine-learning , zygote	5	417	December 29, 2023
PINN using Flux Machine Learning flux , zygote	4	1150	December 24, 2023
Take the automatic differentiation with tensor contraction General Usage zygote , tensoroperations	2	561	December 19, 2023
Array Contraction, LoopVectorization & AD Performance zygote , loopvectorization , autodiff	7	594	December 18, 2023
Type unstable gradients in Zygote (@code_warntype) Machine Learning zygote , code_warntype , type-stability , autodiff	5	514	December 12, 2023
Automatic differentiation for Complex output w.r.t to Real inputs taking too long compared to the function evaluation Performance zygote , autodiff	3	278	December 8, 2023
Zygote gradient Error General Usage question , flux , zygote	3	1028	December 7, 2023
Zygote error when using Nonconvex.jl: Mutating arrays is not supported Optimization (Mathematical) optimization , zygote , ad	2	395	December 3, 2023
Memory allocations with Zygote Numerics question , memory-allocation , zygote , gradient	8	812	November 15, 2023
Wrong gradient from Zygote? Numerics question , zygote	13	802	November 14, 2023
Divergence loss term Partial Derivative Flux Zygote Machine Learning question , flux , zygote	0	264	October 28, 2023
How to sum the result of mapslices on the GPU while tracking gradients? General Usage gpuarrays , zygote , mapslices	0	248	October 23, 2023
How to use Zygote.gradient where mapslices uses a function that includes a parameter? General Usage zygote , mapslices	1	235	October 23, 2023
Inconsitent gradients of BachNorm on GPU in testmode GPU bug , cuda , flux , zygote , cudnn	0	232	October 19, 2023
Writing Turing.jl model to avoid loops? Statistics turing , zygote	2	435	October 6, 2023
Breakpoint/infiltrate inside a gradient calculation (Zygote or ReverseDiff)? General Usage debug , debugging , zygote , reversediff	4	272	October 4, 2023
Constant changes when optimising ODE parameters General Usage question , scope , zygote	2	226	September 28, 2023
Generic array code that works with CUDA and Zygote? GPU cuda , zygote , cuarrays	0	314	September 27, 2023
Gradient accumulation using chainrulecore New to Julia zygote , chainrulescore , gradient , chainrules	1	311	September 25, 2023
Using zygote for a summation derivation New to Julia zygote	0	257	September 24, 2023
Taking the gradient of an einsum Machine Learning cuda , zygote , tullio	4	335	August 21, 2023
How efficient is the automatic differentation and optimization in comparison to PyTorch Machine Learning zygote , ad	6	1117	August 16, 2023