NOTE: ISSUES ARE NOT FOR CODE HELP - Ask for Help at https://stackoverflow.com

Your issue may already be reported! Also, please search on the issue tracker before creating one.

I'm submitting a ...
- [x] bug report
- [ ] feature request
- [ ] support request => Please do not submit support request here, see note at the top of this template.

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

automl / Auto-PyTorch

Cannot run time-series example on GPU #483