Commit 5bd303ee authored by Bhaskar Agarwal's avatar Bhaskar Agarwal
Browse files

for GF

parent f5c1be5c
# Paths to data
All trajectories are stored under:
```bash
/dgx_scratch/userinternal/aemerson/
```
The small (~ 1Gb), medium (~ 5 Gb) and big (~ 10Gb) trajectories are stored in the following folders respectively:
```bash
ORF7a/
nsp16_nsp10_6wkq/
NSP12-7-8_6M71/
```
Each trajectory is composed of two files:
```bash
<name>.xtc
<name>.odp
```
Both files are needed (as shown in the notebooks) to successfully ingest the trajectories using the python package mdtraj. It can be installed as follows: https://mdtraj.org/1.9.3/installation.html.
# Approaches
## 1 Using Rapids
One can find the notebook and error log in the rapids folder.
## 2 Using NVTabular
One can find the notebooks and error log in the nvtabular folder.
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# NVTabular
NVTabular was installed using Conda on DGX. The example followed can be found here: https://github.com/NVIDIA/NVTabular/blob/main/examples/multi-gpu-toy-example/multi-gpu_dask.ipynb.
The conda environment list:
```
_libgcc_mutex 0.1 conda_forge conda-forge
_openmp_mutex 4.5 1_gnu conda-forge
abseil-cpp 20210324.2 h9c3ff4c_0 conda-forge
alabaster 0.7.12 py_0 conda-forge
appdirs 1.4.4 pyh9f0ad1d_0 conda-forge
argon2-cffi 20.1.0 py38h497a2fe_2 conda-forge
arrow-cpp 1.0.1 py38h08fe832_44_cuda conda-forge
arrow-cpp-proc 3.0.0 cuda conda-forge
astunparse 1.6.3 pyhd8ed1ab_0 conda-forge
asvdb 0.4.1 gd6cd8f2_36 rapidsai
async_generator 1.10 py_0 conda-forge
attrs 21.2.0 pyhd8ed1ab_0 conda-forge
aws-c-cal 0.5.11 h95a6274_0 conda-forge
aws-c-common 0.6.2 h7f98852_0 conda-forge
aws-c-event-stream 0.2.7 h3541f99_13 conda-forge
aws-c-io 0.10.5 hfb6a706_0 conda-forge
aws-checksums 0.1.11 ha31a3da_7 conda-forge
aws-sdk-cpp 1.8.186 hb4091e7_3 conda-forge
babel 2.9.1 pyh44b312d_0 conda-forge
backcall 0.2.0 pyh9f0ad1d_0 conda-forge
backports 1.0 py_2 conda-forge
backports.functools_lru_cache 1.6.4 pyhd8ed1ab_0 conda-forge
black 21.7b0 pyhd8ed1ab_0 conda-forge
bleach 4.0.0 pyhd8ed1ab_0 conda-forge
blosc 1.21.0 h9c3ff4c_0 conda-forge
bokeh 2.3.3 py38h578d9bd_0 conda-forge
boost-cpp 1.76.0 h312852a_1 conda-forge
boto3 1.18.14 pyhd8ed1ab_0 conda-forge
botocore 1.21.14 pyhd8ed1ab_0 conda-forge
brotli 1.0.9 h7f98852_5 conda-forge
brotli-bin 1.0.9 h7f98852_5 conda-forge
brotlipy 0.7.0 py38h497a2fe_1001 conda-forge
bzip2 1.0.8 h7f98852_4 conda-forge
c-ares 1.17.1 h7f98852_1 conda-forge
ca-certificates 2021.5.30 ha878542_0 conda-forge
cachetools 4.2.2 pyhd8ed1ab_0 conda-forge
certifi 2021.5.30 py38h578d9bd_0 conda-forge
cffi 1.14.6 py38ha65f79e_0 conda-forge
cfgv 3.3.0 pyhd8ed1ab_0 conda-forge
chardet 4.0.0 py38h578d9bd_1 conda-forge
charset-normalizer 2.0.0 pyhd8ed1ab_0 conda-forge
clang 8.0.1 hc9558a2_2 conda-forge
clang-tools 8.0.1 hc9558a2_2 conda-forge
clangxx 8.0.1 2 conda-forge
click 8.0.1 py38h578d9bd_0 conda-forge
cloudpickle 1.6.0 py_0 conda-forge
cmake 3.21.1 h8897547_0 conda-forge
cmake_setuptools 0.1.3 py_0 rapidsai
colorama 0.4.4 pyh9f0ad1d_0 conda-forge
commonmark 0.9.1 py_0 conda-forge
cryptography 3.4.7 py38ha5dfef3_0 conda-forge
cudatoolkit 11.0.221 h6bb024c_0 nvidia
cudf 21.06.01 cuda_11.0_py38_g101fc0fda4_2 rapidsai
cudnn 8.0.0 cuda11.0_0 nvidia
cupy 8.0.0 py38hb7c6141_0 rapidsai
cython 0.29.24 py38h709712a_0 conda-forge
cytoolz 0.11.0 py38h497a2fe_3 conda-forge
dask 2021.4.1 pypi_0 pypi
dask-cuda 21.08.00 py38_0 rapidsai
dask-cudf 21.06.01 py38_g101fc0fda4_2 rapidsai
dataclasses 0.8 pyhc8e2a94_1 conda-forge
debugpy 1.4.1 py38h709712a_0 conda-forge
decorator 5.0.9 pyhd8ed1ab_0 conda-forge
defusedxml 0.7.1 pyhd8ed1ab_0 conda-forge
distlib 0.3.2 pyhd8ed1ab_0 conda-forge
distributed 2021.4.1 pypi_0 pypi
dlpack 0.5 h9c3ff4c_0 conda-forge
docutils 0.16 py38h578d9bd_3 conda-forge
double-conversion 3.1.5 h9c3ff4c_2 conda-forge
editdistance-s 1.0.0 py38h1fd1430_1 conda-forge
entrypoints 0.3 pyhd8ed1ab_1003 conda-forge
expat 2.4.1 h9c3ff4c_0 conda-forge
fastavro 1.4.4 py38h497a2fe_0 conda-forge
fastrlock 0.6 py38h709712a_1 conda-forge
filelock 3.0.12 pyh9f0ad1d_0 conda-forge
flake8 3.9.2 pyhd8ed1ab_0 conda-forge
flatbuffers 2.0.0 h9c3ff4c_0 conda-forge
freetype 2.10.4 h0708190_1 conda-forge
fsspec 2021.7.0 pyhd8ed1ab_0 conda-forge
future 0.18.2 py38h578d9bd_3 conda-forge
gflags 2.2.2 he1b5a44_1004 conda-forge
glog 0.5.0 h48cff8f_0 conda-forge
gmp 6.2.1 h58526e2_0 conda-forge
grpc-cpp 1.39.0 h36ce80c_1 conda-forge
hdf5 1.10.6 nompi_h6a2412b_1114 conda-forge
heapdict 1.0.1 py_0 conda-forge
hypothesis 6.14.5 pyhd8ed1ab_0 conda-forge
icu 68.1 h58526e2_0 conda-forge
identify 2.2.12 pyhd8ed1ab_0 conda-forge
idna 3.1 pyhd3deb0d_0 conda-forge
imagesize 1.2.0 py_0 conda-forge
importlib-metadata 4.6.3 py38h578d9bd_0 conda-forge
iniconfig 1.1.1 pyh9f0ad1d_0 conda-forge
ipykernel 6.0.3 py38hd0cf306_0 conda-forge
ipython 7.26.0 py38he5a9106_0 conda-forge
ipython_genutils 0.2.0 py_1 conda-forge
isort 5.9.3 pyhd8ed1ab_0 conda-forge
jbig 2.1 h7f98852_2003 conda-forge
jedi 0.18.0 py38h578d9bd_2 conda-forge
jinja2 3.0.1 pyhd8ed1ab_0 conda-forge
jmespath 0.10.0 pyh9f0ad1d_0 conda-forge
joblib 1.0.1 pyhd8ed1ab_0 conda-forge
jpeg 9d h36c2ea0_0 conda-forge
jsonschema 3.2.0 pyhd8ed1ab_3 conda-forge
jupyter_client 6.1.12 pyhd8ed1ab_0 conda-forge
jupyter_core 4.7.1 py38h578d9bd_0 conda-forge
jupyterlab_pygments 0.1.2 pyh9f0ad1d_0 conda-forge
krb5 1.19.2 hcc1bbae_0 conda-forge
lcms2 2.12 hddcbb42_0 conda-forge
ld_impl_linux-64 2.36.1 hea4e1c9_2 conda-forge
lerc 2.2.1 h9c3ff4c_0 conda-forge
libblas 3.9.0 10_openblas conda-forge
libbrotlicommon 1.0.9 h7f98852_5 conda-forge
libbrotlidec 1.0.9 h7f98852_5 conda-forge
libbrotlienc 1.0.9 h7f98852_5 conda-forge
libcblas 3.9.0 10_openblas conda-forge
libcudf 21.06.01 cuda11.0_g101fc0fda4_2 rapidsai
libcurl 7.78.0 h2574ce0_0 conda-forge
libdeflate 1.7 h7f98852_5 conda-forge
libedit 3.1.20191231 he28a2e2_2 conda-forge
libev 4.33 h516909a_1 conda-forge
libevent 2.1.10 hcdb4288_3 conda-forge
libffi 3.3 h58526e2_2 conda-forge
libgcc-ng 11.1.0 hc902ee8_8 conda-forge
libgfortran-ng 11.1.0 h69a702a_8 conda-forge
libgfortran5 11.1.0 h6c583b3_8 conda-forge
libgomp 11.1.0 hc902ee8_8 conda-forge
liblapack 3.9.0 10_openblas conda-forge
libllvm10 10.0.1 he513fc3_3 conda-forge
libllvm8 8.0.1 hc9558a2_0 conda-forge
libnghttp2 1.43.0 h812cca2_0 conda-forge
libopenblas 0.3.17 pthreads_h8fe5266_1 conda-forge
libpng 1.6.37 h21135ba_2 conda-forge
libprotobuf 3.16.0 h780b84a_0 conda-forge
librmm 21.06.00 cuda11.0_gee432a0_0 rapidsai
libsodium 1.0.18 h36c2ea0_1 conda-forge
libssh2 1.9.0 ha56f1ee_6 conda-forge
libstdcxx-ng 11.1.0 h56837e0_8 conda-forge
libthrift 0.14.2 he6d91bd_1 conda-forge
libtiff 4.3.0 hf544144_1 conda-forge
libutf8proc 2.6.1 h7f98852_0 conda-forge
libuv 1.42.0 h7f98852_0 conda-forge
libwebp-base 1.2.0 h7f98852_2 conda-forge
llvmlite 0.36.0 py38h4630a5e_0 conda-forge
locket 0.2.0 py_2 conda-forge
lz4-c 1.9.3 h9c3ff4c_1 conda-forge
lzo 2.10 h516909a_1000 conda-forge
markdown 3.3.4 pypi_0 pypi
markupsafe 2.0.1 py38h497a2fe_0 conda-forge
matplotlib-inline 0.1.2 pyhd8ed1ab_2 conda-forge
mccabe 0.6.1 py_1 conda-forge
mdtraj 1.9.6 py38hf01b267_1 conda-forge
mistune 0.8.4 py38h497a2fe_1004 conda-forge
mock 4.0.3 py38h578d9bd_1 conda-forge
more-itertools 8.8.0 pyhd8ed1ab_0 conda-forge
msgpack-python 1.0.2 py38h1fd1430_1 conda-forge
mypy_extensions 0.4.3 py38h578d9bd_3 conda-forge
nbclient 0.5.3 pyhd8ed1ab_0 conda-forge
nbconvert 6.1.0 py38h578d9bd_0 conda-forge
nbformat 5.1.3 pyhd8ed1ab_0 conda-forge
nbsphinx 0.8.6 pyhd8ed1ab_1 conda-forge
nccl 2.7.8.1 h4962215_100 nvidia
ncurses 6.2 h58526e2_4 conda-forge
nest-asyncio 1.5.1 pyhd8ed1ab_0 conda-forge
nodeenv 1.6.0 pyhd8ed1ab_0 conda-forge
notebook 6.4.1 pyha770c72_0 conda-forge
numba 0.53.1 py38h8b71fd7_1 conda-forge
numexpr 2.7.3 py38h51da96c_0 conda-forge
numpy 1.21.1 py38h9894fe3_0 conda-forge
numpydoc 1.1.0 py_1 conda-forge
nvtabular 0.6.0+1.gbc401e2 dev_0 <develop>
nvtx 0.2.3 py38h497a2fe_0 conda-forge
olefile 0.46 pyh9f0ad1d_1 conda-forge
openjpeg 2.4.0 hb52868f_1 conda-forge
openssl 1.1.1k h7f98852_0 conda-forge
orc 1.6.9 h58a87f1_0 conda-forge
packaging 21.0 pyhd8ed1ab_0 conda-forge
pandas 1.2.5 py38h1abd341_0 conda-forge
pandoc 1.19.2 0 conda-forge
pandocfilters 1.4.2 py_1 conda-forge
parquet-cpp 1.5.1 2 conda-forge
parso 0.8.2 pyhd8ed1ab_0 conda-forge
partd 1.2.0 pyhd8ed1ab_0 conda-forge
pathspec 0.9.0 pyhd8ed1ab_0 conda-forge
pexpect 4.8.0 pyh9f0ad1d_2 conda-forge
pickleshare 0.7.5 py_1003 conda-forge
pillow 8.3.1 py38h8e6f84c_0 conda-forge
pip 21.2.2 pyhd8ed1ab_0 conda-forge
pluggy 0.13.1 py38h578d9bd_4 conda-forge
pre-commit 2.13.0 py38h578d9bd_0 conda-forge
pre_commit 2.13.0 hd8ed1ab_0 conda-forge
prometheus_client 0.11.0 pyhd8ed1ab_0 conda-forge
prompt-toolkit 3.0.19 pyha770c72_0 conda-forge
protobuf 3.16.0 py38h709712a_0 conda-forge
psutil 5.8.0 py38h497a2fe_1 conda-forge
ptyprocess 0.7.0 pyhd3deb0d_0 conda-forge
py 1.10.0 pyhd3deb0d_0 conda-forge
pyarrow 1.0.1 py38hb53058b_44_cuda conda-forge
pycodestyle 2.7.0 pyhd8ed1ab_0 conda-forge
pycparser 2.20 pyh9f0ad1d_2 conda-forge
pyflakes 2.3.1 pyhd8ed1ab_0 conda-forge
pygments 2.9.0 pyhd8ed1ab_0 conda-forge
pynvml 11.0.0 pyhd8ed1ab_0 conda-forge
pyopenssl 20.0.1 pyhd8ed1ab_0 conda-forge
pyparsing 2.4.7 pyh9f0ad1d_0 conda-forge
pyrsistent 0.17.3 py38h497a2fe_2 conda-forge
pysocks 1.7.1 py38h578d9bd_3 conda-forge
pytables 3.6.1 py38hc386592_3 conda-forge
pytest 6.2.4 py38h578d9bd_0 conda-forge
python 3.8.10 h49503c6_1_cpython conda-forge
python-dateutil 2.8.2 pyhd8ed1ab_0 conda-forge
python-graphviz 0.17 pypi_0 pypi
python_abi 3.8 2_cp38 conda-forge
pytz 2021.1 pyhd8ed1ab_0 conda-forge
pyyaml 5.4.1 py38h497a2fe_0 conda-forge
pyzmq 22.2.1 py38h2035c66_0 conda-forge
rapidjson 1.1.0 he1b5a44_1002 conda-forge
re2 2021.06.01 h9c3ff4c_0 conda-forge
readline 8.1 h46c0cb4_0 conda-forge
recommonmark 0.7.1 pyhd8ed1ab_0 conda-forge
regex 2021.8.3 py38h497a2fe_0 conda-forge
requests 2.26.0 pyhd8ed1ab_0 conda-forge
rhash 1.4.1 h7f98852_0 conda-forge
rmm 21.06.00 cuda_11.0_py38_gee432a0_0 rapidsai
s2n 1.0.10 h9b69904_0 conda-forge
s3transfer 0.5.0 pyhd8ed1ab_0 conda-forge
scikit-learn 0.24.2 py38hdc147b9_0 conda-forge
scipy 1.7.1 py38h56a6a73_0 conda-forge
send2trash 1.7.1 pyhd8ed1ab_0 conda-forge
setuptools 49.6.0 py38h578d9bd_3 conda-forge
six 1.16.0 pyh6c4a22f_0 conda-forge
snappy 1.1.8 he1b5a44_3 conda-forge
snowballstemmer 2.1.0 pyhd8ed1ab_0 conda-forge
sortedcontainers 2.4.0 pyhd8ed1ab_0 conda-forge
spdlog 1.9.1 h4bd325d_0 conda-forge
sphinx 4.1.2 pyh6c4a22f_1 conda-forge
sphinx-markdown-tables 0.0.15 pypi_0 pypi
sphinx_rtd_theme 0.5.2 pyhd8ed1ab_1 conda-forge
sphinxcontrib-applehelp 1.0.2 py_0 conda-forge
sphinxcontrib-devhelp 1.0.2 py_0 conda-forge
sphinxcontrib-htmlhelp 2.0.0 pyhd8ed1ab_0 conda-forge
sphinxcontrib-jsmath 1.0.1 py_0 conda-forge
sphinxcontrib-qthelp 1.0.3 py_0 conda-forge
sphinxcontrib-serializinghtml 1.1.5 pyhd8ed1ab_0 conda-forge
sphinxcontrib-websupport 1.2.4 pyh9f0ad1d_0 conda-forge
sqlite 3.36.0 h9cd32fc_0 conda-forge
streamz 0.6.2 pyh44b312d_0 conda-forge
tblib 1.7.0 pyhd8ed1ab_0 conda-forge
terminado 0.10.1 py38h578d9bd_0 conda-forge
testpath 0.5.0 pyhd8ed1ab_0 conda-forge
threadpoolctl 2.2.0 pyh8a188c0_0 conda-forge
tk 8.6.10 h21135ba_1 conda-forge
toml 0.10.2 pyhd8ed1ab_0 conda-forge
tomli 1.2.0 pyhd8ed1ab_0 conda-forge
toolz 0.11.1 py_0 conda-forge
tornado 6.1 py38h497a2fe_1 conda-forge
tqdm 4.62.0 pyhd8ed1ab_0 conda-forge
traitlets 5.0.5 py_0 conda-forge
typed-ast 1.4.3 py38h497a2fe_0 conda-forge
typing_extensions 3.10.0.0 pyha770c72_0 conda-forge
urllib3 1.26.6 pyhd8ed1ab_0 conda-forge
virtualenv 20.4.7 py38h578d9bd_0 conda-forge
wcwidth 0.2.5 pyh9f0ad1d_2 conda-forge
webencodings 0.5.1 py_1 conda-forge
wheel 0.36.2 pyhd3deb0d_0 conda-forge
xz 5.2.5 h516909a_1 conda-forge
yaml 0.2.5 h516909a_0 conda-forge
zeromq 4.3.4 h9c3ff4c_0 conda-forge
zict 2.0.0 py_0 conda-forge
zipp 3.5.0 pyhd8ed1ab_0 conda-forge
zlib 1.2.11 h516909a_1010 conda-forge
zstd 1.5.0 ha95c52a_0 conda-forge
```
# Rapids PCA error
```
---------------------------------------------------------------------------
RuntimeError Traceback (most recent call last)
<timed exec> in <module>
/opt/conda/envs/rapids/lib/python3.7/site-packages/cuml/internals/api_decorators.py in inner(*args, **kwargs)
593
594 # Call the function
--> 595 ret_val = func(*args, **kwargs)
596
597 return cm.process_return(ret_val)
cuml/decomposition/pca.pyx in cuml.decomposition.pca.PCA.fit_transform()
/opt/conda/envs/rapids/lib/python3.7/site-packages/cuml/internals/api_decorators.py in inner_with_setters(*args, **kwargs)
407 target_val=target_val)
408
--> 409 return func(*args, **kwargs)
410
411 @wraps(func)
cuml/decomposition/pca.pyx in cuml.decomposition.pca.PCA.fit()
RuntimeError: CUDA error encountered at: file=_deps/raft-src/cpp/include/raft/mr/buffer_base.hpp line=68: call='cudaStreamSynchronize(stream_)', Reason=cudaErrorIllegalAddress:an illegal memory access was encountered
Obtained 64 stack frames
#0 in /opt/conda/envs/rapids/lib/python3.7/site-packages/cuml/common/../../../../libcuml++.so(_ZN4raft9exception18collect_call_stackEv+0x3b) [0x7f816956948b]
#1 in /opt/conda/envs/rapids/lib/python3.7/site-packages/cuml/common/../../../../libcuml++.so(_ZN4raft10cuda_errorC2ERKNSt7__cxx1112basic_stringIcSt11char_traitsIcESaIcEEE+0x5a) [0x7f8169569c1a]
#2 in /opt/conda/envs/rapids/lib/python3.7/site-packages/cuml/common/../../../../libcuml++.so(_ZN4raft2mr11buffer_baseIfNS0_6device9allocatorEEC1ESt10shared_ptrIS3_EP11CUstream_stm+0x201) [0x7f81695c80a1]
#3 in /opt/conda/envs/rapids/lib/python3.7/site-packages/cuml/common/../../../../libcuml++.so(_ZN2ML6pcaFitIfEEvRKN4raft8handle_tEPT_S6_S6_S6_S6_S6_S6_RKNS_17paramsPCATemplateINS_6solverEEEP11CUstream_st+0x106) [0x7f816997f066]
#4 in /opt/conda/envs/rapids/lib/python3.7/site-packages/cuml/common/../../../../libcuml++.so(_ZN2ML6pcaFitERN4raft8handle_tEPfS3_S3_S3_S3_S3_S3_RKNS_17paramsPCATemplateINS_6solverEEE+0x1b) [0x7f8169974aab]
#5 in /opt/conda/envs/rapids/lib/python3.7/site-packages/cuml/decomposition/pca.cpython-37m-x86_64-linux-gnu.so(+0x31836) [0x7f81b2f10836]
#6 in /opt/conda/envs/rapids/bin/python(PyObject_Call+0x6c) [0x5577ff23708c]
#7 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalFrameDefault+0x1f67) [0x5577ff2edaa7]
#8 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalCodeWithName+0x242) [0x5577ff233af2]
#9 in /opt/conda/envs/rapids/bin/python(PyEval_EvalCodeEx+0x39) [0x5577ff234d09]
#10 in /opt/conda/envs/rapids/lib/python3.7/site-packages/cuml/decomposition/pca.cpython-37m-x86_64-linux-gnu.so(+0x2aeba) [0x7f81b2f09eba]
#11 in /opt/conda/envs/rapids/lib/python3.7/site-packages/cuml/decomposition/pca.cpython-37m-x86_64-linux-gnu.so(+0x2bb7f) [0x7f81b2f0ab7f]
#12 in /opt/conda/envs/rapids/lib/python3.7/site-packages/cuml/decomposition/pca.cpython-37m-x86_64-linux-gnu.so(+0x2cd3a) [0x7f81b2f0bd3a]
#13 in /opt/conda/envs/rapids/bin/python(PyObject_Call+0x6c) [0x5577ff23708c]
#14 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalFrameDefault+0x1f67) [0x5577ff2edaa7]
#15 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalCodeWithName+0x242) [0x5577ff233af2]
#16 in /opt/conda/envs/rapids/bin/python(_PyFunction_FastCallKeywords+0x320) [0x5577ff262030]
#17 in /opt/conda/envs/rapids/bin/python(+0x18f9c8) [0x5577ff2c59c8]
#18 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalFrameDefault+0x4c0a) [0x5577ff2f074a]
#19 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalCodeWithName+0x242) [0x5577ff233af2]
#20 in /opt/conda/envs/rapids/bin/python(PyEval_EvalCodeEx+0x39) [0x5577ff234d09]
#21 in /opt/conda/envs/rapids/bin/python(PyEval_EvalCode+0x1b) [0x5577ff30f8ab]
#22 in /opt/conda/envs/rapids/bin/python(+0x247c92) [0x5577ff37dc92]
#23 in /opt/conda/envs/rapids/bin/python(_PyMethodDef_RawFastCallKeywords+0x68) [0x5577ff2c4278]
#24 in /opt/conda/envs/rapids/bin/python(+0x18fad8) [0x5577ff2c5ad8]
#25 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalFrameDefault+0x96c) [0x5577ff2ec4ac]
#26 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalCodeWithName+0x242) [0x5577ff233af2]
#27 in /opt/conda/envs/rapids/bin/python(_PyFunction_FastCallDict+0x35d) [0x5577ff23506d]
#28 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalFrameDefault+0x1f67) [0x5577ff2edaa7]
#29 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalCodeWithName+0x242) [0x5577ff233af2]
#30 in /opt/conda/envs/rapids/bin/python(_PyFunction_FastCallKeywords+0x320) [0x5577ff262030]
#31 in /opt/conda/envs/rapids/bin/python(+0x18f9c8) [0x5577ff2c59c8]
#32 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalFrameDefault+0x96c) [0x5577ff2ec4ac]
#33 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalCodeWithName+0x242) [0x5577ff233af2]
#34 in /opt/conda/envs/rapids/bin/python(_PyFunction_FastCallDict+0x698) [0x5577ff2353a8]
#35 in /opt/conda/envs/rapids/bin/python(+0x164f93) [0x5577ff29af93]
#36 in /opt/conda/envs/rapids/bin/python(PyObject_Call+0x6c) [0x5577ff23708c]
#37 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalFrameDefault+0x1f67) [0x5577ff2edaa7]
#38 in /opt/conda/envs/rapids/bin/python(_PyFunction_FastCallKeywords+0x184) [0x5577ff261e94]
#39 in /opt/conda/envs/rapids/bin/python(+0x18f9c8) [0x5577ff2c59c8]
#40 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalFrameDefault+0xa04) [0x5577ff2ec544]
#41 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalCodeWithName+0x242) [0x5577ff233af2]
#42 in /opt/conda/envs/rapids/bin/python(PyEval_EvalCodeEx+0x39) [0x5577ff234d09]
#43 in /opt/conda/envs/rapids/bin/python(PyEval_EvalCode+0x1b) [0x5577ff30f8ab]
#44 in /opt/conda/envs/rapids/bin/python(+0x247c92) [0x5577ff37dc92]
#45 in /opt/conda/envs/rapids/bin/python(_PyMethodDef_RawFastCallKeywords+0x68) [0x5577ff2c4278]
#46 in /opt/conda/envs/rapids/bin/python(+0x18fad8) [0x5577ff2c5ad8]
#47 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalFrameDefault+0x96c) [0x5577ff2ec4ac]
#48 in /opt/conda/envs/rapids/bin/python(+0x164ab3) [0x5577ff29aab3]
#49 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalFrameDefault+0x1bc6) [0x5577ff2ed706]
#50 in /opt/conda/envs/rapids/bin/python(+0x164ab3) [0x5577ff29aab3]
#51 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalFrameDefault+0x1bc6) [0x5577ff2ed706]
#52 in /opt/conda/envs/rapids/bin/python(+0x164ab3) [0x5577ff29aab3]
#53 in /opt/conda/envs/rapids/bin/python(_PyMethodDescr_FastCallKeywords+0x334) [0x5577ff2c56c4]
#54 in /opt/conda/envs/rapids/bin/python(+0x18fa9d) [0x5577ff2c5a9d]
#55 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalFrameDefault+0xa04) [0x5577ff2ec544]
#56 in /opt/conda/envs/rapids/bin/python(_PyFunction_FastCallKeywords+0x184) [0x5577ff261e94]
#57 in /opt/conda/envs/rapids/bin/python(+0x18f9c8) [0x5577ff2c59c8]
#58 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalFrameDefault+0x96c) [0x5577ff2ec4ac]
#59 in /opt/conda/envs/rapids/bin/python(_PyFunction_FastCallKeywords+0x184) [0x5577ff261e94]
#60 in /opt/conda/envs/rapids/bin/python(+0x18f9c8) [0x5577ff2c59c8]
#61 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalFrameDefault+0xa04) [0x5577ff2ec544]
#62 in /opt/conda/envs/rapids/bin/python(_PyEval_EvalCodeWithName+0x242) [0x5577ff233af2]
#63 in /opt/conda/envs/rapids/bin/python(_PyFunction_FastCallDict+0x698) [0x5577ff2353a8]
```
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