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anti4m avatar anti4m commented on July 22, 2024

I'm having a similar issue when trying to import triton:

ImportError: Programs/anaconda3/envs/nlp/lib/python3.8/site-packages/triton/_C/libtriton.so: undefined symbol: _ZN3c105ErrorC1ENS_14SourceLocationESs

Using ldd -r libtriton.so shows the following:

linux-vdso.so.1 (0x00007ffc6c9ea000)
	libLLVM-9.so.1 => /usr/lib/llvm-9/lib/libLLVM-9.so.1 (0x00007f7c8f080000)
	libc10_cuda.so => /home/nathaniel/Programs/anaconda3/envs/nlp/lib/python3.8/site-packages/torch/lib/libc10_cuda.so (0x00007f7c8ee48000)
	libtorch_cpu.so => /home/nathaniel/Programs/anaconda3/envs/nlp/lib/python3.8/site-packages/torch/lib/libtorch_cpu.so (0x00007f7c87bb2000)
	libstdc++.so.6 => /usr/lib/x86_64-linux-gnu/libstdc++.so.6 (0x00007f7c87829000)
	libgcc_s.so.1 => /lib/x86_64-linux-gnu/libgcc_s.so.1 (0x00007f7c87611000)
	libc.so.6 => /lib/x86_64-linux-gnu/libc.so.6 (0x00007f7c87220000)
	/lib64/ld-linux-x86-64.so.2 (0x00007f7c936dc000)
	libffi.so.6 => /usr/lib/x86_64-linux-gnu/libffi.so.6 (0x00007f7c87018000)
	libedit.so.2 => /usr/lib/x86_64-linux-gnu/libedit.so.2 (0x00007f7c86de1000)
	libz.so.1 => /lib/x86_64-linux-gnu/libz.so.1 (0x00007f7c86bc4000)
	librt.so.1 => /lib/x86_64-linux-gnu/librt.so.1 (0x00007f7c869bc000)
	libdl.so.2 => /lib/x86_64-linux-gnu/libdl.so.2 (0x00007f7c867b8000)
	libtinfo.so.5 => /lib/x86_64-linux-gnu/libtinfo.so.5 (0x00007f7c8658e000)
	libpthread.so.0 => /lib/x86_64-linux-gnu/libpthread.so.0 (0x00007f7c8636f000)
	libm.so.6 => /lib/x86_64-linux-gnu/libm.so.6 (0x00007f7c85fd1000)
	libcudart.so.10.2 => /usr/local/cuda/lib64/libcudart.so.10.2 (0x00007f7c85d53000)
	libc10.so => /home/nathaniel/Programs/anaconda3/envs/nlp/lib/python3.8/site-packages/torch/lib/libc10.so (0x00007f7c85add000)
	libgomp.so.1 => /usr/lib/x86_64-linux-gnu/libgomp.so.1 (0x00007f7c858ae000)
	libmkl_intel_lp64.so => /home/nathaniel/Programs/anaconda3/lib/libmkl_intel_lp64.so (0x00007f7c84d42000)
	libmkl_gnu_thread.so => /home/nathaniel/Programs/anaconda3/lib/libmkl_gnu_thread.so (0x00007f7c83469000)
	libmkl_core.so => /home/nathaniel/Programs/anaconda3/lib/libmkl_core.so (0x00007f7c7f149000)
undefined symbol: PyInstanceMethod_Type	(./libtriton.so)
undefined symbol: PyExc_RuntimeError	(./libtriton.so)
undefined symbol: PyExc_MemoryError	(./libtriton.so)
undefined symbol: PyBaseObject_Type	(./libtriton.so)
undefined symbol: PyModule_Type	(./libtriton.so)
undefined symbol: PyExc_TypeError	(./libtriton.so)
undefined symbol: PyCFunction_Type	(./libtriton.so)
undefined symbol: PyMethod_Type	(./libtriton.so)
undefined symbol: PyExc_ImportError	(./libtriton.so)
undefined symbol: PyExc_ValueError	(./libtriton.so)
undefined symbol: _Py_FalseStruct	(./libtriton.so)
undefined symbol: PyDict_Type	(./libtriton.so)
undefined symbol: PyExc_BufferError	(./libtriton.so)
undefined symbol: PyType_Type	(./libtriton.so)
undefined symbol: PyProperty_Type	(./libtriton.so)
undefined symbol: _Py_NoneStruct	(./libtriton.so)
undefined symbol: _Py_NotImplementedStruct	(./libtriton.so)
undefined symbol: PyExc_SystemError	(./libtriton.so)
undefined symbol: PyCapsule_Type	(./libtriton.so)
undefined symbol: _Py_TrueStruct	(./libtriton.so)
undefined symbol: PyFloat_Type	(./libtriton.so)
undefined symbol: PyExc_IndexError	(./libtriton.so)
undefined symbol: PyDict_DelItemString	(./libtriton.so)
undefined symbol: _Py_Dealloc	(./libtriton.so)
undefined symbol: PyLong_FromLong	(./libtriton.so)
undefined symbol: PyModule_Create2	(./libtriton.so)
undefined symbol: PyLong_FromSsize_t	(./libtriton.so)
undefined symbol: PyObject_SetAttrString	(./libtriton.so)
undefined symbol: PyType_IsSubtype	(./libtriton.so)
undefined symbol: PyErr_Fetch	(./libtriton.so)
undefined symbol: PyException_SetTraceback	(./libtriton.so)
undefined symbol: PyDict_Copy	(./libtriton.so)
undefined symbol: _PyThreadState_UncheckedGet	(./libtriton.so)
undefined symbol: PyDict_Size	(./libtriton.so)
undefined symbol: PyUnicode_DecodeUTF8	(./libtriton.so)
undefined symbol: PyUnicode_FromString	(./libtriton.so)
undefined symbol: PyNumber_Check	(./libtriton.so)
undefined symbol: PyThread_tss_create	(./libtriton.so)
undefined symbol: PyObject_HasAttrString	(./libtriton.so)
undefined symbol: PyObject_GetBuffer	(./libtriton.so)
undefined symbol: PyBytes_AsString	(./libtriton.so)
undefined symbol: PyCapsule_GetContext	(./libtriton.so)
undefined symbol: _PyType_Lookup	(./libtriton.so)
undefined symbol: PyThreadState_Clear	(./libtriton.so)
undefined symbol: PyErr_Clear	(./libtriton.so)
undefined symbol: PyCallable_Check	(./libtriton.so)
undefined symbol: PyNumber_Xor	(./libtriton.so)
undefined symbol: PyCapsule_New	(./libtriton.so)
undefined symbol: PyMem_Calloc	(./libtriton.so)
undefined symbol: PyErr_ExceptionMatches	(./libtriton.so)
undefined symbol: PyBuffer_Release	(./libtriton.so)
undefined symbol: PyBytes_Size	(./libtriton.so)
undefined symbol: PyNumber_Or	(./libtriton.so)
undefined symbol: PySequence_Size	(./libtriton.so)
undefined symbol: PyLong_AsUnsignedLong	(./libtriton.so)
undefined symbol: PyEval_InitThreads	(./libtriton.so)
undefined symbol: PyNumber_Long	(./libtriton.so)
undefined symbol: PyType_Ready	(./libtriton.so)
undefined symbol: PyTuple_GetItem	(./libtriton.so)
undefined symbol: _PyObject_GetDictPtr	(./libtriton.so)
undefined symbol: PyObject_Malloc	(./libtriton.so)
undefined symbol: PyTuple_SetItem	(./libtriton.so)
undefined symbol: PyThread_tss_get	(./libtriton.so)
undefined symbol: PyErr_Restore	(./libtriton.so)
undefined symbol: PyThread_tss_alloc	(./libtriton.so)
undefined symbol: PyLong_FromSize_t	(./libtriton.so)
undefined symbol: PyList_Size	(./libtriton.so)
undefined symbol: PyGILState_GetThisThreadState	(./libtriton.so)
undefined symbol: PyBytes_AsStringAndSize	(./libtriton.so)
undefined symbol: PyUnicode_AsEncodedString	(./libtriton.so)
undefined symbol: PyTuple_New	(./libtriton.so)
undefined symbol: PyObject_CallFunctionObjArgs	(./libtriton.so)
undefined symbol: PyErr_Occurred	(./libtriton.so)
undefined symbol: PyThreadState_DeleteCurrent	(./libtriton.so)
undefined symbol: _ZN3c105ErrorC1ENS_14SourceLocationESs	(./libtriton.so)
undefined symbol: PySequence_Tuple	(./libtriton.so)
undefined symbol: PyWeakref_NewRef	(./libtriton.so)
undefined symbol: PyUnicode_AsUTF8String	(./libtriton.so)
undefined symbol: PyEval_GetBuiltins	(./libtriton.so)
undefined symbol: PyUnicode_FromFormat	(./libtriton.so)
undefined symbol: PyNumber_And	(./libtriton.so)
undefined symbol: PyCapsule_GetName	(./libtriton.so)
undefined symbol: PyEval_AcquireThread	(./libtriton.so)
undefined symbol: PyErr_SetString	(./libtriton.so)
undefined symbol: PyObject_CallObject	(./libtriton.so)
undefined symbol: PyThread_tss_set	(./libtriton.so)
undefined symbol: PyList_GetItem	(./libtriton.so)
undefined symbol: PyObject_IsInstance	(./libtriton.so)
undefined symbol: PyList_Append	(./libtriton.so)
undefined symbol: PyMem_Free	(./libtriton.so)
undefined symbol: PyThreadState_Get	(./libtriton.so)
undefined symbol: PyThreadState_New	(./libtriton.so)
undefined symbol: PyObject_Repr	(./libtriton.so)
undefined symbol: PyFrame_GetLineNumber	(./libtriton.so)
undefined symbol: PyErr_NormalizeException	(./libtriton.so)
undefined symbol: PyObject_ClearWeakRefs	(./libtriton.so)
undefined symbol: PyDict_Next	(./libtriton.so)
undefined symbol: PyCapsule_GetPointer	(./libtriton.so)
undefined symbol: PyInstanceMethod_New	(./libtriton.so)
undefined symbol: PyDict_New	(./libtriton.so)
undefined symbol: _ZN5torch3jit17parseSchemaOrNameERKSs	(./libtriton.so)
undefined symbol: PyObject_RichCompareBool	(./libtriton.so)
undefined symbol: PyModule_AddObject	(./libtriton.so)
undefined symbol: PySequence_GetItem	(./libtriton.so)
undefined symbol: PyObject_GetItem	(./libtriton.so)
undefined symbol: PyObject_SetItem	(./libtriton.so)
undefined symbol: PyDict_Contains	(./libtriton.so)
undefined symbol: PyDict_GetItemString	(./libtriton.so)
undefined symbol: _ZN3c106detail12infer_schema20make_function_schemaEOSsS2_NS_8ArrayRefINS1_11ArgumentDefEEES5_	(./libtriton.so)
undefined symbol: PyLong_AsLong	(./libtriton.so)
undefined symbol: PyEval_SaveThread	(./libtriton.so)
undefined symbol: PyCapsule_SetContext	(./libtriton.so)
undefined symbol: Py_GetVersion	(./libtriton.so)
undefined symbol: PySequence_Check	(./libtriton.so)
undefined symbol: PyObject_GetAttrString	(./libtriton.so)
undefined symbol: PyList_New	(./libtriton.so)
undefined symbol: PyObject_Str	(./libtriton.so)
undefined symbol: PyErr_Format	(./libtriton.so)
undefined symbol: PyObject_SetAttr	(./libtriton.so)
undefined symbol: PyCFunction_NewEx	(./libtriton.so)
undefined symbol: PyTuple_Size	(./libtriton.so)

EDIT: If I set -D_GLIBCXX_USE_CXX11_ABI=1 in CMakeLists.txt before compiling, I no longer get an import error. However, now running python einsum.py gives the following error:

Traceback (most recent call last):
  File "einsum.py", line 195, in <module>
    triton.ops.einsum(expr, ta, tb, tc, arrays = arrays, bench = True)
AttributeError: module 'triton' has no attribute 'ops'

And if I try python -c import triton.ops, I get this error:

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/nathaniel/Programs/anaconda3/envs/nlp/lib/python3.8/site-packages/triton/python/triton/ops/__init__.py", line 1, in <module>
    from .einsum import _einsum, einsum
  File "/home/nathaniel/Programs/anaconda3/envs/nlp/lib/python3.8/site-packages/triton/python/triton/ops/einsum.py", line 19, in <module>
    class _einsum(torch.autograd.Function):
  File "/home/nathaniel/Programs/anaconda3/envs/nlp/lib/python3.8/site-packages/triton/python/triton/ops/einsum.py", line 642, in _einsum
    registry = triton.utils.id_dict()
AttributeError: module 'triton' has no attribute 'utils'

from triton.

ptillet avatar ptillet commented on July 22, 2024

Hi!

Sorry for the delay. I was settling down for a new job and somehow missed this issue. I think that the triton.ops submodule is pretty much deprecated. I am working on a separate branch on bringing this up to date, mostly with block-sparse einsum operations, so I think that the error you're getting with respect to the "ops" and "utils" module are "normal".

The -D_GLIBCXX_USE_CXX11_ABI=1 part is a bit odd, as I thought I was setting this option depending on what torch had been compiled with, but I will look into this!

from triton.

anti4m avatar anti4m commented on July 22, 2024

Great, thanks for the information. If triton.ops is deprecated, then it seems that my installation was successful when using -D_GLIBCXX_USE_CXX11_ABI=1.

from triton.

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