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A source of type instability is the prepare_arg_values. This PR removes this function by modifying node functions to take evaluation_env directly and unpack within node functions, thus save the lookup and constructing keyword arguments step.
BridgeStan not found at location specified by $BRIDGESTAN environment variable, downloading version 2.5.0 to /home/runner/.bridgestan/bridgestan-2.5.0
Done!
Model dogs produces error: ErrorException("log_density() failed with exception: Exception: bernoulli_lpmf: Probability parameter is inf, but must be in the interval [0, 1] (in '/home/runner/work/JuliaBUGS.jl/JuliaBUGS.jl/benchmark/stan/bugs_examples/vol1/dogs/dogs.stan', line 37, column 6 to line 38, column 62)\n")
Model
Parameter Count
Data Count
Stan Density Time (µs)
Stan Density Gradient Time (µs)
JuliaBUGS Density Time with Graph Walk (µs)
JuliaBUGS Density Gradient Time with ReverseDiff.jl(compiled tape) (µs)
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A source of type instability is the
prepare_arg_values
. This PR removes this function by modifying node functions to takeevaluation_env
directly and unpack within node functions, thus save the lookup and constructing keyword arguments step.