Fault in Running XGBoost GPU on MacOS
I am new to this forum and new to configuring XGBoost on a single GPU. I followed the steps here verbatim including the switch -DUSE_CUDA=ON. I obtained a compiled xgboost file. However, even with my eGPU (Nvidia 1080Ti connected through AKiTiO node) being up and detected, I get this error:
XGBoostError: b'[22:10:23] src/learner.cc:186: XGBoost version not
compiled with GPU support.nnStack trace returned 2 entries:n[bt]
(0) 0 libxgboost.dylib 0x0000000113bbef53
dmlc::StackTrace[abi:cxx11]() + 67n[bt] (1) 1 libstdc++.6.dylib
0x0000000113a01ce0 vtable for std::__cxx11::basic_stringbuf<char,
std::char_traits<char>, std::allocator<char> > + 16nn'
I am using Python 3.6.6. The compiled XGBoost version is 0.81. My MacOS is 10.13.6 (High Sierra). CUDA installed is 9.2.
Any pointers as to why this is happening and how to solve it? I searched the forum (and the web) for this error, but was unsuccessful in getting relevant answers. For example, this answer did not apply to me since there were no reverse dependencies in my tree.
EDIT: I asked the question and I am following up on it there.
Thank you.
python-3.x xgboost macos-high-sierra
asked Nov 14 '18 at 4:30
farisfaris
165
add a comment |
I am new to this forum and new to configuring XGBoost on a single GPU. I followed the steps here verbatim including the switch -DUSE_CUDA=ON. I obtained a compiled xgboost file. However, even with my eGPU (Nvidia 1080Ti connected through AKiTiO node) being up and detected, I get this error:
XGBoostError: b'[22:10:23] src/learner.cc:186: XGBoost version not
compiled with GPU support.nnStack trace returned 2 entries:n[bt]
(0) 0 libxgboost.dylib 0x0000000113bbef53
dmlc::StackTrace[abi:cxx11]() + 67n[bt] (1) 1 libstdc++.6.dylib
0x0000000113a01ce0 vtable for std::__cxx11::basic_stringbuf<char,
std::char_traits<char>, std::allocator<char> > + 16nn'
I am using Python 3.6.6. The compiled XGBoost version is 0.81. My MacOS is 10.13.6 (High Sierra). CUDA installed is 9.2.
Any pointers as to why this is happening and how to solve it? I searched the forum (and the web) for this error, but was unsuccessful in getting relevant answers. For example, this answer did not apply to me since there were no reverse dependencies in my tree.
EDIT: I asked the question and I am following up on it there.
Thank you.
python-3.x xgboost macos-high-sierra
asked Nov 14 '18 at 4:30
farisfaris
165
add a comment |
I am new to this forum and new to configuring XGBoost on a single GPU. I followed the steps here verbatim including the switch -DUSE_CUDA=ON. I obtained a compiled xgboost file. However, even with my eGPU (Nvidia 1080Ti connected through AKiTiO node) being up and detected, I get this error:
XGBoostError: b'[22:10:23] src/learner.cc:186: XGBoost version not
compiled with GPU support.nnStack trace returned 2 entries:n[bt]
(0) 0 libxgboost.dylib 0x0000000113bbef53
dmlc::StackTrace[abi:cxx11]() + 67n[bt] (1) 1 libstdc++.6.dylib
0x0000000113a01ce0 vtable for std::__cxx11::basic_stringbuf<char,
std::char_traits<char>, std::allocator<char> > + 16nn'
I am using Python 3.6.6. The compiled XGBoost version is 0.81. My MacOS is 10.13.6 (High Sierra). CUDA installed is 9.2.
Any pointers as to why this is happening and how to solve it? I searched the forum (and the web) for this error, but was unsuccessful in getting relevant answers. For example, this answer did not apply to me since there were no reverse dependencies in my tree.
EDIT: I asked the question and I am following up on it there.
Thank you.
python-3.x xgboost macos-high-sierra
asked Nov 14 '18 at 4:30
farisfaris
165
I am new to this forum and new to configuring XGBoost on a single GPU. I followed the steps here verbatim including the switch -DUSE_CUDA=ON. I obtained a compiled xgboost file. However, even with my eGPU (Nvidia 1080Ti connected through AKiTiO node) being up and detected, I get this error:
XGBoostError: b'[22:10:23] src/learner.cc:186: XGBoost version not
compiled with GPU support.nnStack trace returned 2 entries:n[bt]
(0) 0 libxgboost.dylib 0x0000000113bbef53
dmlc::StackTrace[abi:cxx11]() + 67n[bt] (1) 1 libstdc++.6.dylib
0x0000000113a01ce0 vtable for std::__cxx11::basic_stringbuf<char,
std::char_traits<char>, std::allocator<char> > + 16nn'
I am using Python 3.6.6. The compiled XGBoost version is 0.81. My MacOS is 10.13.6 (High Sierra). CUDA installed is 9.2.
Any pointers as to why this is happening and how to solve it? I searched the forum (and the web) for this error, but was unsuccessful in getting relevant answers. For example, this answer did not apply to me since there were no reverse dependencies in my tree.
EDIT: I asked the question and I am following up on it there.
Thank you.
python-3.x xgboost macos-high-sierra
python-3.x xgboost macos-high-sierra
asked Nov 14 '18 at 4:30
farisfaris
165
asked Nov 14 '18 at 4:30
farisfaris
165
edited Nov 16 '18 at 21:31
faris
asked Nov 14 '18 at 4:30
farisfaris
165
asked Nov 14 '18 at 4:30
farisfaris
165
asked Nov 14 '18 at 4:30
farisfaris
165
165
add a comment |
add a comment |
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