Good morning,
I just tried to execute the following example notebook on my Mac and the ADVI code is failing to execute. In particular, cell 13 which contains
with model: advi_fit = pm.fit(method=pm.ADVI(), n=30000, more_replacements=map_tensor_batch)
returns with
ERROR (theano.gof.opt): Optimization failure due to: constant_folding ERROR (theano.gof.opt): node: Elemwise{log,no_inplace}(TensorConstant{(1, 1) of ..4309189535}) ERROR (theano.gof.opt): TRACEBACK: ERROR (theano.gof.opt): Traceback (most recent call last): File "/Users/cpd/anaconda/envs/DataGuild/lib/python3.7/site-packages/theano/gof/opt.py", line 2034, in process_node replacements = lopt.transform(node) File "/Users/cpd/anaconda/envs/DataGuild/lib/python3.7/site-packages/theano/tensor/opt.py", line 6516, in constant_folding no_recycling=[], impl=impl) File "/Users/cpd/anaconda/envs/DataGuild/lib/python3.7/site-packages/theano/gof/op.py", line 955, in make_thunk no_recycling) File "/Users/cpd/anaconda/envs/DataGuild/lib/python3.7/site-packages/theano/gof/op.py", line 858, in make_c_thunk output_storage=node_output_storage) File "/Users/cpd/anaconda/envs/DataGuild/lib/python3.7/site-packages/theano/gof/cc.py", line 1217, in make_thunk keep_lock=keep_lock) File "/Users/cpd/anaconda/envs/DataGuild/lib/python3.7/site-packages/theano/gof/cc.py", line 1157, in __compile__ keep_lock=keep_lock) File "/Users/cpd/anaconda/envs/DataGuild/lib/python3.7/site-packages/theano/gof/cc.py", line 1624, in cthunk_factory key=key, lnk=self, keep_lock=keep_lock) File "/Users/cpd/anaconda/envs/DataGuild/lib/python3.7/site-packages/theano/gof/cmodule.py", line 1189, in module_from_key module = lnk.compile_cmodule(location) File "/Users/cpd/anaconda/envs/DataGuild/lib/python3.7/site-packages/theano/gof/cc.py", line 1527, in compile_cmodule preargs=preargs) File "/Users/cpd/anaconda/envs/DataGuild/lib/python3.7/site-packages/theano/gof/cmodule.py", line 2411, in compile_str (status, compile_stderr.replace('\n', '. '))) Exception: ("Compilation failed (return status=1): /Users/cpd/.theano/compiledir_Darwin-18.7.0-x86_64-i386-64bit-i386-3.7.2-64/tmpyslfy58x/mod.cpp:360:27: error: non-constant-expression cannot be narrowed from type 'npy_intp' (aka 'long') to 'int' in initializer list [-Wc++11-narrowing]. int init_totals[2] = {V1_n0, V1_n1};. ^~~~~. /Users/cpd/.theano/compiledir_Darwin-18.7.0-x86_64-i386-64bit-i386-3.7.2-64/tmpyslfy58x/mod.cpp:360:27: note: insert an explicit cast to silence this issue. int init_totals[2] = {V1_n0, V1_n1};. ^~~~~. static_cast<int>( ). /Users/cpd/.theano/compiledir_Darwin-18.7.0-x86_64-i386-64bit-i386-3.7.2-64/tmpyslfy58x/mod.cpp:360:34: error: non-constant-expression cannot be narrowed from type 'npy_intp' (aka 'long') to 'int' in initializer list [-Wc++11-narrowing]. int init_totals[2] = {V1_n0, V1_n1};. ^~~~~. /Users/cpd/.theano/compiledir_Darwin-18.7.0-x86_64-i386-64bit-i386-3.7.2-64/tmpyslfy58x/mod.cpp:360:34: note: insert an explicit cast to silence this issue. int init_totals[2] = {V1_n0, V1_n1};. ^~~~~. static_cast<int>( ). /Users/cpd/.theano/compiledir_Darwin-18.7.0-x86_64-i386-64bit-i386-3.7.2-64/tmpyslfy58x/mod.cpp:373:1: error: non-constant-expression cannot be narrowed from type 'ssize_t' (aka 'long') to 'int' in initializer list [-Wc++11-narrowing]. V1_stride0, V1_stride1. ^~~~~~~~~~. /Users/cpd/.theano/compiledir_Darwin-18.7.0-x86_64-i386-64bit-i386-3.7.2-64/tmpyslfy58x/mod.cpp:373:1: note: insert an explicit cast to silence this issue. V1_stride0, V1_stride1. ^~~~~~~~~~. static_cast<int>( ). /Users/cpd/.theano/compiledir_Darwin-18.7.0-x86_64-i386-64bit-i386-3.7.2-64/tmpyslfy58x/mod.cpp:373:13: error: non-constant-expression cannot be narrowed from type 'ssize_t' (aka 'long') to 'int' in initializer list [-Wc++11-narrowing]. V1_stride0, V1_stride1. ^~~~~~~~~~. /Users/cpd/.theano/compiledir_Darwin-18.7.0-x86_64-i386-64bit-i386-3.7.2-64/tmpyslfy58x/mod.cpp:373:13: note: insert an explicit cast to silence this issue. V1_stride0, V1_stride1. ^~~~~~~~~~. static_cast<int>( ). 4 errors generated.. ", '[Elemwise{log,no_inplace}(TensorConstant{(1, 1) of ..4309189535})]')
Any thoughts about what is going on here and how I might get around this?
Thanks!
Chris