Hello everyone I am pretty new to using Julia for ML. I am training a custom model (Kalman Filter) that is a mutable structure. I am trying to update and log the parameters at each time step (in my case for each measurement). In my custom log function, I am only getting the final values of the para…

map(rh -> rh === filter.R, history["R"]) indeed returns an array of ones: Bool[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,...] Putting copy() in the log_kf_history function seems to do the trick: function log_kf_history(hist::Dict, filter::KalmanFilter, l::Float64) push!(his…

Flux: training loop logging for custom structure and model

Specific Domains Machine Learning

ToucheSir June 1, 2021, 5:17pm 2

That is odd. Can you confirm that logging/printing the values does show them changing over time? It would be good to rule out that part as a culprit.

Topic		Replies	Views
Flux: Custom Training + Logging General Usage flux	7	2277	June 19, 2020
Logging training loss in Flux General Usage sciml , neural-network	3	852	May 8, 2022
Gradient and update of custom struct with Flux New to Julia flux	2	1026	August 11, 2020
Toy Flux example with one paramemeter not working? Machine Learning flux	2	818	November 4, 2019
Flux mutating updates? New to Julia flux , zygote	0	311	September 11, 2020

Flux: training loop logging for custom structure and model

Related topics