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Allow for passing of backend and gradient_backend to nutpie #7535

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merged 2 commits into from
Oct 11, 2024
Merged

Allow for passing of backend and gradient_backend to nutpie #7535

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6cab19d
Allow for passing of backend and gradient_backend to nutpie
fonnesbeck Oct 11, 2024
b6de148
Extract nutpie compiler args explicitly
fonnesbeck Oct 11, 2024
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9 changes: 8 additions & 1 deletion pymc/sampling/mcmc.py
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Original file line number Diff line number Diff line change
Expand Up @@ -305,7 +305,14 @@
"`var_names` are currently ignored by the nutpie sampler",
UserWarning,
)
compiled_model = nutpie.compile_pymc_model(model)
compile_kwargs = {}
for kwarg in ("backend", "gradient_backend"):
if kwarg in nuts_sampler_kwargs:
compile_kwargs[kwarg] = nuts_sampler_kwargs.pop(kwarg)
compiled_model = nutpie.compile_pymc_model(

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model,
**compile_kwargs,
)
t_start = time.time()
idata = nutpie.sample(
compiled_model,
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