cudf: [QST]numba.cuda.cudadrv.error.CudaSupportError: Error at driver init: Call to cuInit results in CUDA_ERROR_NO_DEVICE (100)
What is your question?
I made a rapids-23.04 conda env following the selector here: https://docs.rapids.ai/install?_gl=1*1ccscuk*_ga*MTU0NzU3MTIyMi4xNjg0NDgwNDEz*_ga_RKXFW6CM42*MTY4NDQ4MDQxMi4xLjEuMTY4NDQ4MDQ2Mi4xMC4wLjA.#wsl2
But I get this error when I try
LAPTOP-DNCQ5AAC:/mnt/d/cuda/rapids/ML_on_clamp$ python
Python 3.10.11 | packaged by conda-forge | (main, May 10 2023, 18:58:44) [GCC 11.3.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import cudf
Traceback (most recent call last):
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/numba/cuda/cudadrv/driver.py", line 247, in ensure_initialized
self.cuInit(0)
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/numba/cuda/cudadrv/driver.py", line 320, in safe_cuda_api_call
self._check_ctypes_error(fname, retcode)
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/numba/cuda/cudadrv/driver.py", line 388, in _check_ctypes_error
raise CudaAPIError(retcode, msg)
numba.cuda.cudadrv.driver.CudaAPIError: [100] Call to cuInit results in CUDA_ERROR_NO_DEVICE
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/cudf/__init__.py", line 21, in <module>
from cudf.core.algorithms import factorize
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/cudf/core/algorithms.py", line 9, in <module>
from cudf.core.indexed_frame import IndexedFrame
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/cudf/core/indexed_frame.py", line 57, in <module>
from cudf.core.groupby.groupby import GroupBy
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/cudf/core/groupby/__init__.py", line 3, in <module>
from cudf.core.groupby.groupby import GroupBy, Grouper
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/cudf/core/groupby/groupby.py", line 28, in <module>
from cudf.core.udf.groupby_utils import jit_groupby_apply
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/cudf/core/udf/groupby_utils.py", line 11, in <module>
import cudf.core.udf.utils
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/cudf/core/udf/utils.py", line 121, in <module>
_PTX_FILE = _get_ptx_file(os.path.dirname(__file__), "shim_")
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/cudf/core/udf/utils.py", line 87, in _get_ptx_file
dev = cuda.get_current_device()
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/numba/cuda/api.py", line 435, in get_current_device
return current_context().device
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/numba/cuda/cudadrv/devices.py", line 220, in get_context
return _runtime.get_or_create_context(devnum)
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/numba/cuda/cudadrv/devices.py", line 138, in get_or_create_context
return self._get_or_create_context_uncached(devnum)
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/numba/cuda/cudadrv/devices.py", line 153, in _get_or_create_context_uncached
with driver.get_active_context() as ac:
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/numba/cuda/cudadrv/driver.py", line 488, in __enter__
driver.cuCtxGetCurrent(byref(hctx))
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/numba/cuda/cudadrv/driver.py", line 285, in __getattr__
self.ensure_initialized()
File "/home/nobu/miniconda3/envs/rapids-23.04/lib/python3.10/site-packages/numba/cuda/cudadrv/driver.py", line 251, in ensure_initialized
raise CudaSupportError(f"Error at driver init: {description}")
numba.cuda.cudadrv.error.CudaSupportError: Error at driver init: Call to cuInit results in CUDA_ERROR_NO_DEVICE (100)
>>>
KeyboardInterrupt
>>>
on WSL bash I see
APTOP-DNCQ5AAC:/mnt/d/cuda/rapids/ML_on_clamp$ nvcc --version3.04) nobu@LAPTOP-DNCQ5AAC:/mnt/d/cuda/rapids/ML_on_clamp$
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2023 NVIDIA Corporation
Built on Mon_Apr__3_17:16:06_PDT_2023
Cuda compilation tools, release 12.1, V12.1.105
Build cuda_12.1.r12.1/compiler.32688072_0
and
@LAPTOP-DNCQ5AAC:/mnt/d/cuda/rapids/ML_on_clamp$ nvidia-smi
Fri May 19 17:08:45 2023
+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 530.47 Driver Version: 531.68 CUDA Version: 12.1 |
|-----------------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|=========================================+======================+======================|
| 0 NVIDIA GeForce GTX 1650 On | 00000000:01:00.0 Off | N/A |
| N/A 45C P8 3W / N/A| 830MiB / 4096MiB | 0% Default |
| | | N/A |
+-----------------------------------------+----------------------+----------------------+
+---------------------------------------------------------------------------------------+
| Processes:
|
| GPU GI CI PID Type Process name
GPU Memory |
| ID ID
Usage |
|=======================================================================================|
| 0 N/A N/A 148 G /Xwayland
N/A |
| 0 N/A N/A 2780 C /python3.10
N/A |
| 0 N/A N/A 3128 C /python3.10
N/A |
+---------------------------------------------------------------------------------------+
in Windows Powershell a different Cuda version
PS C:\Users\nycki_gq3buqc> nvcc --version
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2022 NVIDIA Corporation
Built on Wed_Sep_21_10:41:10_Pacific_Daylight_Time_2022
Cuda compilation tools, release 11.8, V11.8.89
Build cuda_11.8.r11.8/compiler.31833905_0
and
PS C:\Users\nycki_gq3buqc> nvidia-smi
Fri May 19 16:49:21 2023
+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 531.68 Driver Version: 531.68 CUDA Version: 12.1 |
|-----------------------------------------+----------------------+----------------------+
| GPU Name TCC/WDDM | Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|=========================================+======================+======================|
| 0 NVIDIA GeForce GTX 1650 WDDM | 00000000:01:00.0 Off | N/A |
| N/A 45C P8 2W / N/A| 830MiB / 4096MiB | 0% Default |
| | | N/A |
+-----------------------------------------+----------------------+----------------------+
+---------------------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=======================================================================================|
+---------------------------------------------------------------------------------------+
So the same Nvidia driver for both WSL2 Ubuntu 22.04 but different Cuda versions with the Windows.
conda list in WSL2 for the rapids-23.04 returns
LAPTOP-DNCQ5AAC:/mnt/d/cuda/rapids/ML_on_clamp$ conda
list
# packages in environment at /home/nobu/miniconda3/envs/rapids-23.04:
#
# Name Version Build Channel
_libgcc_mutex 0.1 conda_forge conda-forge
_openmp_mutex 4.5 2_gnu conda-forge
absl-py 1.4.0 pyhd8ed1ab_0 conda-forge
aiohttp 3.8.4 py310h1fa729e_0 conda-forge
aiosignal 1.3.1 pyhd8ed1ab_0 conda-forge
anyio 3.6.2 pyhd8ed1ab_0 conda-forge
aom 3.5.0 h27087fc_0 conda-forge
appdirs 1.4.4 pyh9f0ad1d_0 conda-forge
argon2-cffi 21.3.0 pyhd8ed1ab_0 conda-forge
argon2-cffi-bindings 21.2.0 py310h5764c6d_3 conda-forge
arrow-cpp 10.0.1 h27aab58_4_cpu conda-forge
asttokens 2.2.1 pyhd8ed1ab_0 conda-forge
astunparse 1.6.3 pyhd8ed1ab_0 conda-forge
async-timeout 4.0.2 pyhd8ed1ab_0 conda-forge
attrs 23.1.0 pyh71513ae_1 conda-forge
aws-c-auth 0.6.26 hdd4be10_3 conda-forge
aws-c-cal 0.5.21 h48707d8_2 conda-forge
aws-c-common 0.8.14 h0b41bf4_0 conda-forge
aws-c-compression 0.2.16 h03acc5a_5 conda-forge
aws-c-event-stream 0.2.20 hef16bfc_5 conda-forge
aws-c-http 0.7.6 hd09d3ae_1 conda-forge
aws-c-io 0.13.21 h5b20300_0 conda-forge
aws-c-mqtt 0.8.6 h24d3ab1_13 conda-forge
aws-c-s3 0.2.8 h489a6d9_1 conda-forge
aws-c-sdkutils 0.1.9 h03acc5a_0 conda-forge
aws-checksums 0.1.14 h03acc5a_5 conda-forge
aws-crt-cpp 0.19.9 hd2b9c15_2 conda-forge
aws-sdk-cpp 1.9.379 haf2badc_16 conda-forge
backcall 0.2.0 pyh9f0ad1d_0 conda-forge
backports 1.0 pyhd8ed1ab_3 conda-forge
backports.functools_lru_cache 1.6.4 pyhd8ed1ab_0 conda-forge
beautifulsoup4 4.12.2 pyha770c72_0 conda-forge
bleach 6.0.0 pyhd8ed1ab_0 conda-forge
blinker 1.6.2 pyhd8ed1ab_0 conda-forge
blosc 1.21.3 hafa529b_0 conda-forge
bokeh 2.4.3 pyhd8ed1ab_3 conda-forge
boost-cpp 1.78.0 h5adbc97_2 conda-forge
branca 0.6.0 pyhd8ed1ab_0 conda-forge
brotli 1.0.9 h166bdaf_8 conda-forge
brotli-bin 1.0.9 h166bdaf_8 conda-forge
brotli-python 1.0.9 py310hd8f1fbe_8 conda-forge
brotlipy 0.7.0 py310h5764c6d_1005 conda-forge
brunsli 0.1 h9c3ff4c_0 conda-forge
bzip2 1.0.8 h7f98852_4 conda-forge
c-ares 1.18.1 h7f98852_0 conda-forge
c-blosc2 2.8.0 hf91038e_1 conda-forge
ca-certificates 2023.5.7 hbcca054_0 conda-forge
cached-property 1.5.2 hd8ed1ab_1 conda-forge
cached_property 1.5.2 pyha770c72_1 conda-forge
cachetools 5.3.0 pyhd8ed1ab_0 conda-forge
cairo 1.16.0 ha61ee94_1014 conda-forge
certifi 2023.5.7 pyhd8ed1ab_0 conda-forge
cffi 1.15.1 py310h255011f_3 conda-forge
cfitsio 4.2.0 hd9d235c_0 conda-forge
charls 2.4.1 hcb278e6_0 conda-forge
charset-normalizer 2.1.1 pyhd8ed1ab_0 conda-forge
click 8.1.3 unix_pyhd8ed1ab_2 conda-forge
click-plugins 1.1.1 py_0 conda-forge
cligj 0.7.2 pyhd8ed1ab_1 conda-forge
cloudpickle 2.2.1 pyhd8ed1ab_0 conda-forge
colorama 0.4.6 pyhd8ed1ab_0 conda-forge
colorcet 3.0.1 pyhd8ed1ab_0 conda-forge
comm 0.1.3 pyhd8ed1ab_0 conda-forge
contourpy 1.0.7 py310hdf3cbec_0 conda-forge
cryptography 40.0.2 py310h34c0648_0 conda-forge
cubinlinker 0.2.2 py310hf09951c_0 rapidsai
cucim 23.04.01 cuda_11_py310_230413_g4e2346c_0 rapidsai
cuda-profiler-api 11.8.86 0 nvidia
cuda-python 11.8.1 py310h01a121a_2 conda-forge
cudatoolkit 11.2.2 hbe64b41_11 conda-forge
cudf 23.04.01 cuda_11_py310_230421_g7e070fce16_0 rapidsai
cudf_kafka 23.04.01 py310_230421_g7e070fce16_0 rapidsai
cudnn 8.4.1.50 hed8a83a_0 conda-forge
cugraph 23.04.01 cuda11_py310_230421_g73f4327a_0 rapidsai
cuml 23.04.01 cuda11_py310_230421_g958186d07_0 rapidsai
cupy 11.6.0 py310h9216885_0 conda-forge
curl 8.0.1 h588be90_0 conda-forge
cusignal 23.04.00 py38_230412_g7dd2c99_0 rapidsai
cuspatial 23.04.00 py310_230412_g6958dcb2_0 rapidsai
custreamz 23.04.01 py310_230421_g7e070fce16_0 rapidsai
cuxfilter 23.04.00 py310_230412_gfd7f336_0 rapidsai
cycler 0.11.0 pyhd8ed1ab_0 conda-forge
cyrus-sasl 2.1.27 h9033bb2_6 conda-forge
cytoolz 0.12.0 py310h5764c6d_1 conda-forge
dash 2.9.3 pyhd8ed1ab_0 conda-forge
dask 2023.3.2 pyhd8ed1ab_0 conda-forge
dask-core 2023.3.2 pyhd8ed1ab_0 conda-forge
dask-cuda 23.04.00 py310_230412_gd4d6a02_0 rapidsai
dask-cudf 23.04.01 cuda_11_py310_230421_g7e070fce16_0 rapidsai
dask-sql 2023.4.0 py310h58cd448_0 conda-forge
datashader 0.14.4 pyh1a96a4e_0 conda-forge
datashape 0.5.4 py_1 conda-forge
dav1d 1.0.0 h166bdaf_1 conda-forge
debugpy 1.6.7 py310heca2aa9_0 conda-forge
decorator 5.1.1 pyhd8ed1ab_0 conda-forge
defusedxml 0.7.1 pyhd8ed1ab_0 conda-forge
distributed 2023.3.2.1 pyhd8ed1ab_0 conda-forge
dlpack 0.5 h9c3ff4c_0 conda-forge
entrypoints 0.4 pyhd8ed1ab_0 conda-forge
executing 1.2.0 pyhd8ed1ab_0 conda-forge
expat 2.5.0 hcb278e6_1 conda-forge
fastapi 0.86.0 pyhd8ed1ab_0 conda-forge
fastavro 1.7.4 py310h2372a71_0 conda-forge
fastrlock 0.8 py310hd8f1fbe_3 conda-forge
fiona 1.9.1 py310ha325b7b_0 conda-forge
flask 2.3.2 pyhd8ed1ab_0 conda-forge
flask-compress 1.13 pyhd8ed1ab_0 conda-forge
flatbuffers 22.12.06 hcb278e6_2 conda-forge
flit-core 3.8.0 pyhd8ed1ab_0 conda-forge
fmt 9.1.0 h924138e_0 conda-forge
folium 0.14.0 pyhd8ed1ab_0 conda-forge
font-ttf-dejavu-sans-mono 2.37 hab24e00_0 conda-forge
font-ttf-inconsolata 3.000 h77eed37_0 conda-forge
font-ttf-source-code-pro 2.038 h77eed37_0 conda-forge
font-ttf-ubuntu 0.83 hab24e00_0 conda-forge
fontconfig 2.14.2 h14ed4e7_0 conda-forge
fonts-conda-ecosystem 1 0 conda-forge
fonts-conda-forge 1 0 conda-forge
fonttools 4.39.4 py310h2372a71_0 conda-forge
freetype 2.12.1 hca18f0e_1 conda-forge
freexl 1.0.6 h166bdaf_1 conda-forge
frozenlist 1.3.3 py310h5764c6d_0 conda-forge
fsspec 2023.5.0 pyh1a96a4e_0 conda-forge
gast 0.4.0 pyh9f0ad1d_0 conda-forge
gdal 3.6.2 py310hc1b7723_3 conda-forge
geopandas 0.13.0 pyhd8ed1ab_0 conda-forge
geopandas-base 0.13.0 pyha770c72_0 conda-forge
geos 3.11.1 h27087fc_0 conda-forge
geotiff 1.7.1 h7157cca_5 conda-forge
gettext 0.21.1 h27087fc_0 conda-forge
gflags 2.2.2 he1b5a44_1004 conda-forge
giflib 5.2.1 h0b41bf4_3 conda-forge
glog 0.6.0 h6f12383_0 conda-forge
gmock 1.10.0 h4bd325d_7 conda-forge
google-auth 2.18.0 pyh1a96a4e_0 conda-forge
google-auth-oauthlib 0.4.6 pyhd8ed1ab_0 conda-forge
google-pasta 0.2.0 pyh8c360ce_0 conda-forge
grpcio 1.51.1 py310hc32fa93_0 conda-forge
gtest 1.10.0 h4bd325d_7 conda-forge
h11 0.14.0 pyhd8ed1ab_0 conda-forge
h5py 3.8.0 nompi_py310h0311031_100 conda-forge
hdf4 4.2.15 h9772cbc_5 conda-forge
hdf5 1.12.2 nompi_h4df4325_101 conda-forge
holoviews 1.15.4 pyhd8ed1ab_0 conda-forge
icu 70.1 h27087fc_0 conda-forge
idna 3.4 pyhd8ed1ab_0 conda-forge
imagecodecs 2023.1.23 py310ha3ed6a1_0 conda-forge
imageio 2.28.1 pyh24c5eb1_0 conda-forge
importlib-metadata 6.6.0 pyha770c72_0 conda-forge
importlib_metadata 6.6.0 hd8ed1ab_0 conda-forge
importlib_resources 5.12.0 pyhd8ed1ab_0 conda-forge
ipykernel 6.23.0 pyh210e3f2_0 conda-forge
ipython 8.13.2 pyh41d4057_0 conda-forge
ipywidgets 8.0.6 pyhd8ed1ab_0 conda-forge
itsdangerous 2.1.2 pyhd8ed1ab_0 conda-forge
jbig 2.1 h7f98852_2003 conda-forge
jedi 0.18.2 pyhd8ed1ab_0 conda-forge
jinja2 3.1.2 pyhd8ed1ab_1 conda-forge
joblib 1.2.0 pyhd8ed1ab_0 conda-forge
jpeg 9e h0b41bf4_3 conda-forge
json-c 0.16 hc379101_0 conda-forge
jsonschema 4.17.3 pyhd8ed1ab_0 conda-forge
jupyter-server-proxy 3.2.2 pyhd8ed1ab_0 conda-forge
jupyter_client 8.2.0 pyhd8ed1ab_0 conda-forge
jupyter_core 5.3.0 py310hff52083_0 conda-forge
jupyter_events 0.6.3 pyhd8ed1ab_0 conda-forge
jupyter_server 2.5.0 pyhd8ed1ab_0 conda-forge
jupyter_server_terminals 0.4.4 pyhd8ed1ab_1 conda-forge
jupyterlab_pygments 0.2.2 pyhd8ed1ab_0 conda-forge
jupyterlab_widgets 3.0.7 pyhd8ed1ab_0 conda-forge
jxrlib 1.1 h7f98852_2 conda-forge
kealib 1.5.0 ha7026e8_0 conda-forge
keras 2.11.0 pyhd8ed1ab_0 conda-forge
keras-preprocessing 1.1.2 pyhd8ed1ab_0 conda-forge
keyutils 1.6.1 h166bdaf_0 conda-forge
kiwisolver 1.4.4 py310hbf28c38_1 conda-forge
krb5 1.20.1 h81ceb04_0 conda-forge
lazy_loader 0.2 pyhd8ed1ab_0 conda-forge
lcms2 2.15 hfd0df8a_0 conda-forge
ld_impl_linux-64 2.40 h41732ed_0 conda-forge
lerc 4.0.0 h27087fc_0 conda-forge
libabseil 20220623.0 cxx17_h05df665_6 conda-forge
libaec 1.0.6 hcb278e6_1 conda-forge
libarrow 10.0.1 h86614e7_4_cpu conda-forge
libavif 0.11.1 h5cdd6b5_0 conda-forge
libblas 3.9.0 16_linux64_openblas conda-forge
libbrotlicommon 1.0.9 h166bdaf_8 conda-forge
libbrotlidec 1.0.9 h166bdaf_8 conda-forge
libbrotlienc 1.0.9 h166bdaf_8 conda-forge
libcblas 3.9.0 16_linux64_openblas conda-forge
libcrc32c 1.1.2 h9c3ff4c_0 conda-forge
libcublas 11.11.3.6 0 nvidia
libcublas-dev 11.11.3.6 0 nvidia
libcucim 23.04.01 cuda11_230413_g4e2346c_0 rapidsai
libcudf 23.04.01 cuda11_230421_g7e070fce16_0 rapidsai
libcudf_kafka 23.04.01 230421_g7e070fce16_0 rapidsai
libcufft 10.9.0.58 0 nvidia
libcugraph 23.04.01 cuda11_230421_g73f4327a_0 rapidsai
libcugraph_etl 23.04.01 cuda11_230421_g73f4327a_0 rapidsai
libcugraphops 23.04.00 cuda11_230412_ga76892e3_0 nvidia
libcuml 23.04.01 cuda11_230421_g958186d07_0 rapidsai
libcumlprims 23.04.00 cuda11_230412_g7502d8e_0 nvidia
libcurand 10.3.0.86 0 nvidia
libcurand-dev 10.3.0.86 0 nvidia
libcurl 8.0.1 h588be90_0 conda-forge
libcusolver 11.4.1.48 0 nvidia
libcusolver-dev 11.4.1.48 0 nvidia
libcusparse 11.7.5.86 0 nvidia
libcusparse-dev 11.7.5.86 0 nvidia
libcuspatial 23.04.00 cuda11_230412_g6958dcb2_0 rapidsai
libdeflate 1.17 h0b41bf4_0 conda-forge
libedit 3.1.20191231 he28a2e2_2 conda-forge
libev 4.33 h516909a_1 conda-forge
libevent 2.1.10 h28343ad_4 conda-forge
libexpat 2.5.0 hcb278e6_1 conda-forge
libffi 3.4.2 h7f98852_5 conda-forge
libgcc-ng 12.2.0 h65d4601_19 conda-forge
libgcrypt 1.10.1 h166bdaf_0 conda-forge
libgdal 3.6.2 h10cbb15_3 conda-forge
libgfortran-ng 12.2.0 h69a702a_19 conda-forge
libgfortran5 12.2.0 h337968e_19 conda-forge
libglib 2.76.2 hebfc3b9_0 conda-forge
libgomp 12.2.0 h65d4601_19 conda-forge
libgoogle-cloud 2.5.0 h21dfe5b_1 conda-forge
libgpg-error 1.46 h620e276_0 conda-forge
libgrpc 1.51.1 h30feacc_0 conda-forge
libgsasl 1.8.0 2 conda-forge
libiconv 1.17 h166bdaf_0 conda-forge
libkml 1.3.0 h37653c0_1015 conda-forge
liblapack 3.9.0 16_linux64_openblas conda-forge
libllvm11 11.1.0 he0ac6c6_5 conda-forge
libnetcdf 4.8.1 nompi_h261ec11_106 conda-forge
libnghttp2 1.52.0 h61bc06f_0 conda-forge
libnsl 2.0.0 h7f98852_0 conda-forge
libntlm 1.4 h7f98852_1002 conda-forge
libnuma 2.0.16 h0b41bf4_1 conda-forge
libopenblas 0.3.21 pthreads_h78a6416_3 conda-forge
libpng 1.6.39 h753d276_0 conda-forge
libpq 15.2 hb675445_0 conda-forge
libprotobuf 3.21.12 h3eb15da_0 conda-forge
libraft 23.04.01 cuda11_230421_gdc800d6f_0 rapidsai
libraft-headers 23.04.01 cuda11_230421_gdc800d6f_0 rapidsai
librdkafka 1.7.0 hb1989a6_1 conda-forge
librmm 23.04.01 cuda11_230421_geab50f46_0 rapidsai
librttopo 1.1.0 ha49c73b_12 conda-forge
libsodium 1.0.18 h36c2ea0_1 conda-forge
libspatialindex 1.9.3 h9c3ff4c_4 conda-forge
libspatialite 5.0.1 h7c8129e_22 conda-forge
libsqlite 3.41.2 h2797004_1 conda-forge
libssh2 1.10.0 hf14f497_3 conda-forge
libstdcxx-ng 12.2.0 h46fd767_19 conda-forge
libthrift 0.16.0 he500d00_2 conda-forge
libtiff 4.5.0 h6adf6a1_2 conda-forge
libutf8proc 2.8.0 h166bdaf_0 conda-forge
libuuid 2.38.1 h0b41bf4_0 conda-forge
libuv 1.44.2 h166bdaf_0 conda-forge
libwebp 1.2.4 h1daa5a0_1 conda-forge
libwebp-base 1.2.4 h166bdaf_0 conda-forge
libxcb 1.13 h7f98852_1004 conda-forge
libxgboost 1.7.5dev.rapidsai23.04 cuda_11_0 rapidsai
libxml2 2.10.3 hca2bb57_4 conda-forge
libzip 1.9.2 hc929e4a_1 conda-forge
libzlib 1.2.13 h166bdaf_4 conda-forge
libzopfli 1.0.3 h9c3ff4c_0 conda-forge
llvmlite 0.39.1 py310h58363a5_1 conda-forge
locket 1.0.0 pyhd8ed1ab_0 conda-forge
lz4 4.3.2 py310h0cfdcf0_0 conda-forge
lz4-c 1.9.3 h9c3ff4c_1 conda-forge
mapclassify 2.5.0 pyhd8ed1ab_1 conda-forge
markdown 3.4.3 pyhd8ed1ab_0 conda-forge
markupsafe 2.1.2 py310h1fa729e_0 conda-forge
matplotlib-base 3.7.1 py310he60537e_0 conda-forge
matplotlib-inline 0.1.6 pyhd8ed1ab_0 conda-forge
mistune 2.0.5 pyhd8ed1ab_0 conda-forge
msgpack-python 1.0.5 py310hdf3cbec_0 conda-forge
multidict 6.0.4 py310h1fa729e_0 conda-forge
multipledispatch 0.6.0 py_0 conda-forge
munch 2.5.0 py_0 conda-forge
munkres 1.1.4 pyh9f0ad1d_0 conda-forge
nbclient 0.7.4 pyhd8ed1ab_0 conda-forge
nbconvert-core 7.4.0 pyhd8ed1ab_0 conda-forge
nbformat 5.8.0 pyhd8ed1ab_0 conda-forge
nccl 2.15.5.1 h0800d71_0 conda-forge
ncurses 6.3 h27087fc_1 conda-forge
nest-asyncio 1.5.6 pyhd8ed1ab_0 conda-forge
networkx 3.1 pyhd8ed1ab_0 conda-forge
nodejs 18.15.0 h8d033a5_0 conda-forge
nspr 4.35 h27087fc_0 conda-forge
nss 3.89 he45b914_0 conda-forge
numba 0.56.4 py310h0e39c9b_1 conda-forge
numpy 1.23.5 py310h53a5b5f_0 conda-forge
nvtx 0.2.5 py310h1fa729e_0 conda-forge
oauthlib 3.2.2 pyhd8ed1ab_0 conda-forge
openjpeg 2.5.0 hfec8fc6_2 conda-forge
openssl 3.1.0 hd590300_3 conda-forge
opt_einsum 3.3.0 pyhd8ed1ab_1 conda-forge
orc 1.8.2 hfdbbad2_2 conda-forge
packaging 23.1 pyhd8ed1ab_0 conda-forge
pandas 1.5.3 py310h9b08913_1 conda-forge
pandocfilters 1.5.0 pyhd8ed1ab_0 conda-forge
panel 0.14.1 pyhd8ed1ab_0 conda-forge
param 1.13.0 pyh1a96a4e_0 conda-forge
parquet-cpp 1.5.1 2 conda-forge
parso 0.8.3 pyhd8ed1ab_0 conda-forge
partd 1.4.0 pyhd8ed1ab_0 conda-forge
patsy 0.5.3 pyhd8ed1ab_0 conda-forge
pcre2 10.40 hc3806b6_0 conda-forge
pexpect 4.8.0 pyh1a96a4e_2 conda-forge
pickleshare 0.7.5 py_1003 conda-forge
pillow 9.4.0 py310h023d228_1 conda-forge
pip 23.1.2 pyhd8ed1ab_0 conda-forge
pixman 0.40.0 h36c2ea0_0 conda-forge
pkgutil-resolve-name 1.3.10 pyhd8ed1ab_0 conda-forge
platformdirs 3.5.1 pyhd8ed1ab_0 conda-forge
plotly 5.14.1 pyhd8ed1ab_0 conda-forge
pooch 1.7.0 pyha770c72_3 conda-forge
poppler 22.12.0 h091648b_1 conda-forge
poppler-data 0.4.12 hd8ed1ab_0 conda-forge
postgresql 15.2 h3248436_0 conda-forge
proj 9.1.0 h8ffa02c_1 conda-forge
prometheus_client 0.16.0 pyhd8ed1ab_0 conda-forge
prompt-toolkit 3.0.38 pyha770c72_0 conda-forge
prompt_toolkit 3.0.38 hd8ed1ab_0 conda-forge
protobuf 4.21.12 py310heca2aa9_0 conda-forge
psutil 5.9.5 py310h1fa729e_0 conda-forge
pthread-stubs 0.4 h36c2ea0_1001 conda-forge
ptxcompiler 0.7.0 py310h01a121a_3 conda-forge
ptyprocess 0.7.0 pyhd3deb0d_0 conda-forge
pure_eval 0.2.2 pyhd8ed1ab_0 conda-forge
py-xgboost 1.7.5dev.rapidsai23.04 cuda_11_py310_0 rapidsai
py4j 0.10.9.7 pypi_0 pypi
pyarrow 10.0.1 py310hea98ffe_4_cpu conda-forge
pyasn1 0.4.8 py_0 conda-forge
pyasn1-modules 0.2.7 py_0 conda-forge
pycparser 2.21 pyhd8ed1ab_0 conda-forge
pyct 0.4.6 py_0 conda-forge
pyct-core 0.4.6 py_0 conda-forge
pydantic 1.10.7 py310h1fa729e_0 conda-forge
pydeck 0.5.0 pyh9f0ad1d_0 conda-forge
pyee 8.1.0 pyhd8ed1ab_0 conda-forge
pygments 2.15.1 pyhd8ed1ab_0 conda-forge
pyjwt 2.7.0 pyhd8ed1ab_0 conda-forge
pylibcugraph 23.04.01 cuda11_py310_230421_g73f4327a_0 rapidsai
pylibraft 23.04.01 cuda11_py310_230421_gdc800d6f_0 rapidsai
pynvml 11.4.1 pyhd8ed1ab_0 conda-forge
pyopenssl 23.1.1 pyhd8ed1ab_0 conda-forge
pyparsing 3.0.9 pyhd8ed1ab_0 conda-forge
pyppeteer 1.0.2 pyhd8ed1ab_0 conda-forge
pyproj 3.4.0 py310hb1338dc_2 conda-forge
pyrsistent 0.19.3 py310h1fa729e_0 conda-forge
pysocks 1.7.1 pyha2e5f31_6 conda-forge
pyspark 3.4.0 pypi_0 pypi
python 3.10.11 he550d4f_0_cpython conda-forge
python-confluent-kafka 1.7.0 py310h6acc77f_2 conda-forge
python-dateutil 2.8.2 pyhd8ed1ab_0 conda-forge
python-fastjsonschema 2.16.3 pyhd8ed1ab_0 conda-forge
python-flatbuffers 23.1.21 pyhd8ed1ab_0 conda-forge
python-json-logger 2.0.7 pyhd8ed1ab_0 conda-forge
python-tzdata 2023.3 pyhd8ed1ab_0 conda-forge
python_abi 3.10 3_cp310 conda-forge
pytz 2023.3 pyhd8ed1ab_0 conda-forge
pytz-deprecation-shim 0.1.0.post0 py310hff52083_3 conda-forge
pyu2f 0.1.5 pyhd8ed1ab_0 conda-forge
pyviz_comms 2.2.1 pyhd8ed1ab_1 conda-forge
pywavelets 1.4.1 py310h0a54255_0 conda-forge
pyyaml 6.0 py310h5764c6d_5 conda-forge
pyzmq 25.0.2 py310h059b190_0 conda-forge
raft-dask 23.04.01 cuda11_py310_230421_gdc800d6f_0 rapidsai
rapids 23.04.01 cuda11_py310_230420_g5663f20_129 rapidsai
rapids-xgboost 23.04.01 cuda11_py310_230420_g5663f20_129 rapidsai
re2 2022.06.01 h27087fc_1 conda-forge
readline 8.2 h8228510_1 conda-forge
requests 2.29.0 pyhd8ed1ab_0 conda-forge
requests-oauthlib 1.3.1 pyhd8ed1ab_0 conda-forge
rfc3339-validator 0.1.4 pyhd8ed1ab_0 conda-forge
rfc3986-validator 0.1.1 pyh9f0ad1d_0 conda-forge
rmm 23.04.01 cuda11_py310_230421_geab50f46_0 rapidsai
rsa 4.9 pyhd8ed1ab_0 conda-forge
rtree 1.0.1 py310hbdcdc62_1 conda-forge
s2n 1.3.41 h3358134_0 conda-forge
scikit-image 0.20.0 py310h9b08913_1 conda-forge
scikit-learn 1.2.2 py310h41b6a48_1 conda-forge
scipy 1.10.1 py310ha4c1d20_3 conda-forge
seaborn 0.12.2 hd8ed1ab_0 conda-forge
seaborn-base 0.12.2 pyhd8ed1ab_0 conda-forge
send2trash 1.8.2 pyh41d4057_0 conda-forge
setuptools 67.7.2 pyhd8ed1ab_0 conda-forge
shapely 2.0.1 py310h8b84c32_0 conda-forge
simpervisor 0.4 pyhd8ed1ab_0 conda-forge
six 1.16.0 pyh6c4a22f_0 conda-forge
snappy 1.1.10 h9fff704_0 conda-forge
sniffio 1.3.0 pyhd8ed1ab_0 conda-forge
sortedcontainers 2.4.0 pyhd8ed1ab_0 conda-forge
soupsieve 2.3.2.post1 pyhd8ed1ab_0 conda-forge
spdlog 1.11.0 h9b3ece8_1 conda-forge
sqlite 3.41.2 h2c6b66d_1 conda-forge
stack_data 0.6.2 pyhd8ed1ab_0 conda-forge
starlette 0.20.4 pyhd8ed1ab_1 conda-forge
statsmodels 0.14.0 py310h278f3c1_1 conda-forge
streamz 0.6.4 pyh6c4a22f_0 conda-forge
tabulate 0.9.0 pyhd8ed1ab_1 conda-forge
tblib 1.7.0 pyhd8ed1ab_0 conda-forge
tenacity 8.2.2 pyhd8ed1ab_0 conda-forge
tensorboard 2.11.2 pyhd8ed1ab_0 conda-forge
tensorboard-data-server 0.6.1 py310h600f1e7_4 conda-forge
tensorboard-plugin-wit 1.8.1 pyhd8ed1ab_0 conda-forge
tensorflow 2.11.0 cuda112py310he87a039_0 conda-forge
tensorflow-base 2.11.0 cuda112py310h52da4a5_0 conda-forge
tensorflow-estimator 2.11.0 cuda112py310h37add04_0 conda-forge
termcolor 2.3.0 pyhd8ed1ab_0 conda-forge
terminado 0.17.1 pyh41d4057_0 conda-forge
threadpoolctl 3.1.0 pyh8a188c0_0 conda-forge
tifffile 2023.4.12 pyhd8ed1ab_0 conda-forge
tiledb 2.13.2 hd532e3d_0 conda-forge
tinycss2 1.2.1 pyhd8ed1ab_0 conda-forge
tk 8.6.12 h27826a3_0 conda-forge
toolz 0.12.0 pyhd8ed1ab_0 conda-forge
tornado 6.3 py310h1fa729e_0 conda-forge
tqdm 4.65.0 pyhd8ed1ab_1 conda-forge
traitlets 5.9.0 pyhd8ed1ab_0 conda-forge
treelite 3.2.0 py310h1be96d9_0 conda-forge
treelite-runtime 3.2.0 pypi_0 pypi
typing-extensions 4.5.0 hd8ed1ab_0 conda-forge
typing_extensions 4.5.0 pyha770c72_0 conda-forge
tzcode 2023c h0b41bf4_0 conda-forge
tzdata 2023c h71feb2d_0 conda-forge
tzlocal 4.3 py310hff52083_0 conda-forge
ucx 1.14.0 h8c404fb_2 conda-forge
ucx-proc 1.0.0 gpu rapidsai
ucx-py 0.31.01 py310_230421_g1e2fec4_0 rapidsai
unicodedata2 15.0.0 py310h5764c6d_0 conda-forge
urllib3 1.26.15 pyhd8ed1ab_0 conda-forge
uvicorn 0.22.0 py310hff52083_0 conda-forge
wcwidth 0.2.6 pyhd8ed1ab_0 conda-forge
webencodings 0.5.1 py_1 conda-forge
websocket-client 1.5.1 pyhd8ed1ab_0 conda-forge
websockets 10.4 py310h5764c6d_1 conda-forge
werkzeug 2.3.4 pyhd8ed1ab_0 conda-forge
wheel 0.40.0 pyhd8ed1ab_0 conda-forge
widgetsnbextension 4.0.7 pyhd8ed1ab_0 conda-forge
wrapt 1.15.0 py310h1fa729e_0 conda-forge
xarray 2023.4.2 pyhd8ed1ab_0 conda-forge
xerces-c 3.2.4 h55805fa_1 conda-forge
xgboost 1.7.5dev.rapidsai23.04 cuda_11_py310_0 rapidsai
xorg-kbproto 1.0.7 h7f98852_1002 conda-forge
xorg-libice 1.0.10 h7f98852_0 conda-forge
xorg-libsm 1.2.3 hd9c2040_1000 conda-forge
xorg-libx11 1.8.4 h0b41bf4_0 conda-forge
xorg-libxau 1.0.9 h7f98852_0 conda-forge
xorg-libxdmcp 1.1.3 h7f98852_0 conda-forge
xorg-libxext 1.3.4 h0b41bf4_2 conda-forge
xorg-libxrender 0.9.10 h7f98852_1003 conda-forge
xorg-renderproto 0.11.1 h7f98852_1002 conda-forge
xorg-xextproto 7.3.0 h0b41bf4_1003 conda-forge
xorg-xproto 7.0.31 h7f98852_1007 conda-forge
xyzservices 2023.2.0 pyhd8ed1ab_0 conda-forge
xz 5.2.6 h166bdaf_0 conda-forge
yaml 0.2.5 h7f98852_2 conda-forge
yarl 1.9.1 py310h2372a71_0 conda-forge
zeromq 4.3.4 h9c3ff4c_1 conda-forge
zfp 1.0.0 h27087fc_3 conda-forge
zict 3.0.0 pyhd8ed1ab_0 conda-forge
zipp 3.15.0 pyhd8ed1ab_0 conda-forge
zlib 1.2.13 h166bdaf_4 conda-forge
zlib-ng 2.0.7 h0b41bf4_0 conda-forge
zstd 1.5.2 h3eb15da_6 conda-forge
Is this because I got greedy and decided to include Tensorflow for my environment creation which forced me to use Cuda toolkit 11.2 rather than 11.8? I believe I had an environment without Tf before which worked and it was Cuda toolkit 11.8 matching the Windows cuda. Also can you please provide something for Cuda 12.1 since it’s a stable version?
About this issue
- Original URL
- State: closed
- Created a year ago
- Comments: 17 (8 by maintainers)
@nyck33 Great, many thanks for the feedback - knowing that that seemed to help will help troubleshoot this for others in future. Usually I just don’t hear back about this sort of issue, presumably as users get their system working then forget all about the issue 🙂