Cannot run time-series example on GPU

[LuciusMos]

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Issue Description

• I directly run python -u ./examples/20_basics/example_time_series_forecasting.py
• I have already changed device in default_pipeline_options.json

Expected Behavior

run on GPU

Current Behavior

still run on CPU

Your Code

Auto-PyTorch/autoPyTorch/configs/default_pipeline_options.json
{
    "device": "cuda",
    .....
}

Error message

No error message

Your Local environment

• Operating System: Linux version 5.4.0-124-generic (buildd@lcy02-amd64-089) (gcc version 9.4.0 (Ubuntu 9.4.0-1ubuntu1~20.04.1))
• Python: 3.8.13
• Outputs of conda list:

Name Version Build Channel

_libgcc_mutex 0.1 conda_forge https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
_openmp_mutex 4.5 2_gnu https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
absl-py 1.2.0 pypi_0 pypi
aiohttp 3.8.3 pypi_0 pypi
aiosignal 1.2.0 pypi_0 pypi
alembic 1.8.1 pypi_0 pypi
asttokens 2.1.0 pypi_0 pypi
astunparse 1.6.3 pypi_0 pypi
async-timeout 4.0.2 pypi_0 pypi
attrs 22.1.0 pypi_0 pypi
autopage 0.5.1 pypi_0 pypi
autopytorch 0.2.1 dev_0
backcall 0.2.0 pypi_0 pypi
bzip2 1.0.8 h7f98852_4 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ca-certificates 2022.9.24 ha878542_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
cachetools 5.2.0 pypi_0 pypi
catboost 1.1 pypi_0 pypi
certifi 2022.9.24 pypi_0 pypi
charset-normalizer 2.1.1 pypi_0 pypi
click 8.1.3 pypi_0 pypi
cliff 4.0.0 pypi_0 pypi
cloudpickle 2.2.0 pypi_0 pypi
cmaes 0.8.2 pypi_0 pypi
cmd2 2.4.2 pypi_0 pypi
colorlog 6.7.0 pypi_0 pypi
configspace 0.6.0 pypi_0 pypi
contourpy 1.0.5 pypi_0 pypi
convertdate 2.4.0 pypi_0 pypi
cycler 0.11.0 pypi_0 pypi
cython 0.29.32 pypi_0 pypi
dask 2022.9.2 pypi_0 pypi
debugpy 1.6.3 pypi_0 pypi
decorator 5.1.1 pypi_0 pypi
deprecated 1.2.13 pypi_0 pypi
distributed 2022.9.2 pypi_0 pypi
easydict 1.10 pypi_0 pypi
emcee 3.1.3 pypi_0 pypi
entrypoints 0.4 pypi_0 pypi
executing 1.2.0 pypi_0 pypi
fastjsonschema 2.16.2 pypi_0 pypi
flaky 3.7.0 pypi_0 pypi
flatbuffers 22.9.24 pypi_0 pypi
fonttools 4.37.4 pypi_0 pypi
frozenlist 1.3.1 pypi_0 pypi
fsspec 2022.8.2 pypi_0 pypi
future 0.18.2 pypi_0 pypi
gast 0.4.0 pypi_0 pypi
gluonts 0.10.7 pypi_0 pypi
google-auth 2.12.0 pypi_0 pypi
google-auth-oauthlib 0.4.6 pypi_0 pypi
google-pasta 0.2.0 pypi_0 pypi
greenlet 1.1.3 pypi_0 pypi
grpcio 1.49.1 pypi_0 pypi
h5py 3.7.0 pypi_0 pypi
heapdict 1.0.1 pypi_0 pypi
hiddenlayer 0.3 pypi_0 pypi
hijri-converter 2.2.4 pypi_0 pypi
holidays 0.16 pypi_0 pypi
idna 3.4 pypi_0 pypi
imageio 2.22.1 pypi_0 pypi
imgaug 0.4.0 pypi_0 pypi
importlib-metadata 5.0.0 pypi_0 pypi
importlib-resources 5.9.0 pypi_0 pypi
ipykernel 6.16.2 pypi_0 pypi
ipython 8.6.0 pypi_0 pypi
ipywidgets 8.0.2 pypi_0 pypi
jedi 0.18.1 pypi_0 pypi
jinja2 3.1.2 pypi_0 pypi
joblib 1.2.0 pypi_0 pypi
jsonschema 4.16.0 pypi_0 pypi
jupyter-client 7.3.4 pypi_0 pypi
jupyter-core 4.11.2 pypi_0 pypi
jupyterlab-widgets 3.0.3 pypi_0 pypi
keras 2.10.0 pypi_0 pypi
keras-preprocessing 1.1.2 pypi_0 pypi
kiwisolver 1.4.4 pypi_0 pypi
korean-lunar-calendar 0.3.1 pypi_0 pypi
ld_impl_linux-64 2.36.1 hea4e1c9_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libclang 14.0.6 pypi_0 pypi
libffi 3.4.2 h7f98852_5 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libgcc-ng 12.1.0 h8d9b700_16 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libgomp 12.1.0 h8d9b700_16 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libnsl 2.0.0 h7f98852_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libsqlite 3.39.4 h753d276_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libuuid 2.32.1 h7f98852_1000 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libzlib 1.2.12 h166bdaf_4 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
lightgbm 3.3.2 pypi_0 pypi
llvmlite 0.39.1 pypi_0 pypi
locket 1.0.0 pypi_0 pypi
lockfile 0.12.2 pypi_0 pypi
mako 1.2.3 pypi_0 pypi
markdown 3.4.1 pypi_0 pypi
markupsafe 2.1.1 pypi_0 pypi
matplotlib 3.6.0 pypi_0 pypi
matplotlib-inline 0.1.6 pypi_0 pypi
msgpack 1.0.4 pypi_0 pypi
multidict 6.0.2 pypi_0 pypi
nbformat 5.7.0 pypi_0 pypi
ncurses 6.3 h27087fc_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
nest-asyncio 1.5.6 pypi_0 pypi
networkx 2.8.7 pypi_0 pypi
numba 0.56.2 pypi_0 pypi
numpy 1.22.4 pypi_0 pypi
nvidia-cublas-cu11 11.10.3.66 pypi_0 pypi
nvidia-cuda-nvrtc-cu11 11.7.99 pypi_0 pypi
nvidia-cuda-runtime-cu11 11.7.99 pypi_0 pypi
nvidia-cudnn-cu11 8.5.0.96 pypi_0 pypi
oauthlib 3.2.1 pypi_0 pypi
opencv-python 4.6.0.66 pypi_0 pypi
openssl 3.0.5 h166bdaf_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
opt-einsum 3.3.0 pypi_0 pypi
optuna 2.10.1 pypi_0 pypi
packaging 21.3 pypi_0 pypi
pandas 1.5.0 pypi_0 pypi
parso 0.8.3 pypi_0 pypi
partd 1.3.0 pypi_0 pypi
patsy 0.5.2 pypi_0 pypi
pbr 5.10.0 pypi_0 pypi
pexpect 4.8.0 pypi_0 pypi
pickleshare 0.7.5 pypi_0 pypi
pillow 9.2.0 pypi_0 pypi
pip 22.2.2 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pkgutil-resolve-name 1.3.10 pypi_0 pypi
plotly 5.10.0 pypi_0 pypi
prettytable 3.4.1 pypi_0 pypi
prompt-toolkit 3.0.31 pypi_0 pypi
protobuf 3.19.6 pypi_0 pypi
psutil 5.9.2 pypi_0 pypi
ptyprocess 0.7.0 pypi_0 pypi
pure-eval 0.2.2 pypi_0 pypi
pyasn1 0.4.8 pypi_0 pypi
pyasn1-modules 0.2.8 pypi_0 pypi
pydantic 1.10.2 pypi_0 pypi
pydeprecate 0.3.2 pypi_0 pypi
pydot 1.4.2 pypi_0 pypi
pydotz 1.5.1 pypi_0 pypi
pygments 2.13.0 pypi_0 pypi
pymeeus 0.5.11 pypi_0 pypi
pynisher 0.6.4 pypi_0 pypi
pyparsing 3.0.9 pypi_0 pypi
pyperclip 1.8.2 pypi_0 pypi
pyrfr 0.8.3 pypi_0 pypi
pyrsistent 0.19.1 pypi_0 pypi
python 3.8.13 ha86cf86_0_cpython https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
python-dateutil 2.8.2 pypi_0 pypi
pytorch-forecasting 0.10.3 pypi_0 pypi
pytorch-lightning 1.7.7 pypi_0 pypi
pytz 2022.4 pypi_0 pypi
pywavelets 1.4.1 pypi_0 pypi
pyyaml 6.0 pypi_0 pypi
pyzmq 24.0.1 pypi_0 pypi
readline 8.1.2 h0f457ee_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
regex 2022.9.13 pypi_0 pypi
requests 2.28.1 pypi_0 pypi
requests-oauthlib 1.3.1 pypi_0 pypi
rsa 4.9 pypi_0 pypi
scikit-image 0.19.3 pypi_0 pypi
scikit-learn 0.24.2 pypi_0 pypi
scipy 1.8.1 pypi_0 pypi
setuptools 59.8.0 pypi_0 pypi
shapely 1.8.4 pypi_0 pypi
six 1.16.0 pypi_0 pypi
sklearn 0.0 pypi_0 pypi
sktime 0.13.4 pypi_0 pypi
smac 1.4.0 pypi_0 pypi
sortedcontainers 2.4.0 pypi_0 pypi
sqlalchemy 1.4.41 pypi_0 pypi
sqlite 3.39.4 h4ff8645_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
stack-data 0.6.0 pypi_0 pypi
statsmodels 0.13.2 pypi_0 pypi
stevedore 4.0.0 pypi_0 pypi
tabulate 0.9.0 pypi_0 pypi
tblib 1.7.0 pypi_0 pypi
tenacity 8.1.0 pypi_0 pypi
tensorboard 2.10.1 pypi_0 pypi
tensorboard-data-server 0.6.1 pypi_0 pypi
tensorboard-plugin-wit 1.8.1 pypi_0 pypi
tensorflow-estimator 2.10.0 pypi_0 pypi
tensorflow-gpu 2.10.0 pypi_0 pypi
tensorflow-io-gcs-filesystem 0.27.0 pypi_0 pypi
tensorwatch 0.9.1 pypi_0 pypi
termcolor 2.0.1 pypi_0 pypi
threadpoolctl 3.1.0 pypi_0 pypi
tifffile 2022.8.12 pypi_0 pypi
tk 8.6.12 h27826a3_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
toolz 0.12.0 pypi_0 pypi
torch 1.13.0 pypi_0 pypi
torchmetrics 0.10.0 pypi_0 pypi
torchvision 0.14.0 pypi_0 pypi
torchviz 0.0.2 pypi_0 pypi
tornado 6.1 pypi_0 pypi
tqdm 4.64.1 pypi_0 pypi
traitlets 5.5.0 pypi_0 pypi
typing-extensions 4.4.0 pypi_0 pypi
urllib3 1.26.12 pypi_0 pypi
wcwidth 0.2.5 pypi_0 pypi
werkzeug 2.2.2 pypi_0 pypi
wheel 0.37.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
widgetsnbextension 4.0.3 pypi_0 pypi
wrapt 1.14.1 pypi_0 pypi
xz 5.2.6 h166bdaf_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
yarl 1.8.1 pypi_0 pypi
zict 2.2.0 pypi_0 pypi
zipp 3.8.1 pypi_0 pypi

[dengdifan]

Hi,

did you try other examples with cuda, did they have the same issue?
You could also try to add api.set_pipeline_config(device="cuda") after you have initialized your TimeSeriesForecastingTask to check if the network still runs on cpus.