-lto_library error when running in MAC M3 #11
Description
Setting:
Apple SIlicion M3 Pro
Memory: 18GB
MacOS: Sequoia 15.6.1
python version: 3.13.5
Conda version (Anaconda): 25.5.1
Error when running default command
python run_benchmark.py --datasets small_business --samplers nutpie --chains 2 --draws 500 --tune 500
OMP: Info #276: omp_set_nested routine deprecated, please use omp_set_max_active_levels instead.
/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pymc_marketing/mmm/multidimensional.py:72: FutureWarning: This functionality is experimental and subject to change. If you encounter any issues or have suggestions, please raise them at: https://github.com/pymc-labs/pymc-marketing/issues/new
warnings.warn(warning_msg, FutureWarning, stacklevel=1)
╭─────────────────────────────╮
│ MMM BENCHMARKING COMPARISON │
╰─────────────────────────────╯
╭─────────────────────────────────────────────────────────────────────────────────────────────────── Settings ───────────────────────────────────────────────────────────────────────────────────────────────────╮
│ Configuration: │
│ • Datasets: small_business │
│ • Libraries: meridian, pymc │
│ • Samplers: nutpie │
│ • Chains: 2, Draws: 500, Tune: 500 │
│ • Target Accept: 0.9, Seed: 2148 │
│ • Force Rerun: False │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
╭─────────────────────────────────╮
│ Loading dataset: small_business │
╰─────────────────────────────────╯
Generating new data for small_business
You can find the C code in this temporary file: /var/folders/zt/6nz63tln4nq72hdtl6j0wqqc0000gp/T/pytensor_compilation_error_1ycdk8wc
library to_library is not found.
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: TensorFromScalar(False)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pytensor/graph/rewriting/basic.py", line 1922, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pytensor/graph/rewriting/basic.py", line 1086, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pytensor/tensor/rewriting/basic.py", line 1160, in constant_folding
return unconditional_constant_folding.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pytensor/graph/rewriting/basic.py", line 1086, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pytensor/tensor/rewriting/basic.py", line 1109, in unconditional_constant_folding
thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pytensor/link/c/op.py", line 125, in make_thunk
return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pytensor/link/c/op.py", line 84, in make_c_thunk
outputs = cl.make_thunk(
^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pytensor/link/c/basic.py", line 1185, in make_thunk
cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pytensor/link/c/basic.py", line 1102, in __compile__
thunk, module = self.cthunk_factory(
^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pytensor/link/c/basic.py", line 1626, in cthunk_factory
module = cache.module_from_key(key=key, lnk=self)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pytensor/link/c/cmodule.py", line 1251, in module_from_key
module = lnk.compile_cmodule(location)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pytensor/link/c/basic.py", line 1527, in compile_cmodule
module = c_compiler.compile_str(
^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pytensor/link/c/cmodule.py", line 2678, in compile_str
raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/anaconda3/envs/python312-cpu/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -ld64 -I/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/numpy/_core/include -I/opt/anaconda3/envs/python312-cpu/include/python3.12 -I/opt/anaconda3/envs/python312-cpu/lib/python3.12/site-packages/pytensor/link/c/c_code -L/opt/anaconda3/envs/python312-cpu/lib -fvisibility=hidden -o /Users/joangonzalezcondecantero/.pytensor/compiledir_macOS-15.6.1-arm64-arm-64bit-arm-3.12.11-64/tmp8861o_xv/m8c26f82446e73af5ea01e766702d1bbeea59f9f2714cdf96e7f64b75876cb352.so /Users/joangonzalezcondecantero/.pytensor/compiledir_macOS-15.6.1-arm64-arm-64bit-arm-3.12.11-64/tmp8861o_xv/mod.cpp
ld: -lto_library library filename must be 'libLTO.dylib'
clang++: error: linker command failed with exit code 1 (use -v to see invocation)