UndefVarError: CodeInfo not defined #1756
Description
Hey all,
after switching Julia from 1.6.2 to 1.6.5, I experience problems when using ReverseDiff in combination with Memoization, The following MWE fails:
using Turing
using Memoization
using ReverseDiff
setadbackend(:reversediff)
Turing.setrdcache(true)
@model function demo(xs)
s ~ InverseGamma(2, 3)
m ~ Normal(10, √s)
xs .~ Normal(m, √s)
end
model = demo(randn(10));
chain = sample(model, NUTS(), 10);The full error message is
UndefVarError: CodeInfo not defined
in eval at base/boot.jl:360
in top-level scope at test_regional.jl
in top-level scope at base/timing.jl:210
in macro expansion at test_regional.jl:112
in at Turing/uMQmD/src/inference/Inference.jl:132
in #sample#1 at Turing/uMQmD/src/inference/Inference.jl:132
in sample##kw at Turing/uMQmD/src/inference/Inference.jl:142
in #sample#2 at Turing/uMQmD/src/inference/Inference.jl:142
in sample##kw at Turing/uMQmD/src/inference/hmc.jl:116
in var"#sample#40" at Turing/uMQmD/src/inference/hmc.jl:133
in at AbstractMCMC/BPJCW/src/sample.jl:107
in var"#mcmcsample#20" at AbstractMCMC/BPJCW/src/sample.jl:114
in macro expansion at AbstractMCMC/BPJCW/src/logging.jl:8
in macro expansion at ProgressLogging/6KXlp/src/ProgressLogging.jl:328
in macro expansion at AbstractMCMC/BPJCW/src/sample.jl:123
in step##kw at DynamicPPL/RcfQU/src/sampler.jl:62
in var"#step#17" at DynamicPPL/RcfQU/src/sampler.jl:87
in at Turing/uMQmD/src/inference/hmc.jl:153
in var"#initialstep#41" at Turing/uMQmD/src/inference/hmc.jl:167
in phasepoint at AdvancedHMC/HQHnm/src/hamiltonian.jl:153
in phasepoint at AdvancedHMC/HQHnm/src/hamiltonian.jl:76
in ∂H∂θ at AdvancedHMC/HQHnm/src/hamiltonian.jl:31
in ∂logπ∂θ at Turing/uMQmD/src/inference/hmc.jl:433
in gradient_logp at Turing/uMQmD/src/core/ad.jl:83
in gradient_logp at Turing/uMQmD/src/core/ad.jl:83
in gradient_logp at Turing/uMQmD/src/core/compat/reversediff.jl:69
in memoized_taperesult at Turing/uMQmD/src/core/compat/reversediff.jl:86
in memoized_taperesult at Memoization/LiJeV/src/Memoization.jl:98
in at base/boot.jl:571
in var"#s487#29" at base/none
in #s487#29 at Memoization/LiJeV/src/Memoization.jl:117
Sorry in advance if this is not related to Turing but rather to Memoization but, I can't make much sense of the error message.
Cheers!
Edit:
Here is the package list
Memoization v0.1.13
ReverseDiff v1.12.0
Turing v0.19.2