Open
Description
When I run "sb3_highway_dqn_cnn.py"， I get errors as below.
(base) zhuqinghua@lcwt-DSS8440:~/workspace/HighwayEnv-master/scripts$ python sb3_highway_dqn_cnn.py
/home/zhuqinghua/miniconda3/lib/python3.8/site-packages/gymnasium/utils/passive_env_checker.py:42: UserWarning: WARN: A Box observation space has an unconventional shape (neither an image, nor a 1D vector). We recommend flattening the observation to have only a 1D vector or use a custom policy to properly process the data. Actual observation shape: (5, 5)
logger.warn(
Using cuda device
Logging to highway_cnn/DQN_1
----------------------------------
| rollout/ | |
| exploration_rate | 0.94 |
| time/ | |
| episodes | 4 |
| fps | 21 |
| time_elapsed | 2 |
| total_timesteps | 44 |
----------------------------------
----------------------------------
| rollout/ | |
| exploration_rate | 0.858 |
| time/ | |
| episodes | 8 |
| fps | 21 |
| time_elapsed | 4 |
| total_timesteps | 105 |
----------------------------------
----------------------------------
| rollout/ | |
| exploration_rate | 0.805 |
| time/ | |
| episodes | 12 |
| fps | 21 |
| time_elapsed | 6 |
| total_timesteps | 144 |
----------------------------------
----------------------------------
| rollout/ | |
| exploration_rate | 0.756 |
| time/ | |
| episodes | 16 |
| fps | 22 |
| time_elapsed | 8 |
| total_timesteps | 180 |
----------------------------------
----------------------------------
| rollout/ | |
| exploration_rate | 0.691 |
| time/ | |
| episodes | 20 |
| fps | 22 |
| time_elapsed | 10 |
| total_timesteps | 228 |
| train/ | |
| learning_rate | 0.0005 |
| loss | 0.0366 |
| n_updates | 27 |
----------------------------------
----------------------------------
| rollout/ | |
| exploration_rate | 0.638 |
| time/ | |
| episodes | 24 |
| fps | 22 |
| time_elapsed | 12 |
| total_timesteps | 267 |
| train/ | |
| learning_rate | 0.0005 |
| loss | 0.0117 |
| n_updates | 66 |
----------------------------------
....................................................................................................
----------------------------------
| rollout/ | |
| exploration_rate | 0.05 |
| time/ | |
| episodes | 96 |
| fps | 22 |
| time_elapsed | 41 |
| total_timesteps | 940 |
| train/ | |
| learning_rate | 0.0005 |
| loss | 0.639 |
| n_updates | 739 |
----------------------------------
----------------------------------
| rollout/ | |
| exploration_rate | 0.05 |
| time/ | |
| episodes | 100 |
| fps | 22 |
| time_elapsed | 43 |
| total_timesteps | 971 |
| train/ | |
| learning_rate | 0.0005 |
| loss | 0.443 |
| n_updates | 770 |
----------------------------------
/home/zhuqinghua/miniconda3/lib/python3.8/site-packages/gymnasium/utils/passive_env_checker.py:42: UserWarning: WARN: A Box observation space has an unconventional shape (neither an image, nor a 1D vector). We recommend flattening the observation to have only a 1D vector or use a custom policy to properly process the data. Actual observation shape: (5, 5)
logger.warn(
Traceback (most recent call last):
File "sb3_highway_dqn_cnn.py", line 57, in <module>
env = VecVideoRecorder(
File "/home/zhuqinghua/miniconda3/lib/python3.8/site-packages/stable_baselines3/common/vec_env/vec_video_recorder.py", line 52, in __init__
assert self.env.render_mode == "rgb_array", f"The render_mode must be 'rgb_array', not {self.env.render_mode}"
AssertionError: The render_mode must be 'rgb_array', not None
Exception ignored in: <function VecVideoRecorder.__del__ at 0x7f6193588670>
Traceback (most recent call last):
File "/home/zhuqinghua/miniconda3/lib/python3.8/site-packages/stable_baselines3/common/vec_env/vec_video_recorder.py", line 113, in __del__
self.close_video_recorder()
File "/home/zhuqinghua/miniconda3/lib/python3.8/site-packages/stable_baselines3/common/vec_env/vec_video_recorder.py", line 103, in close_video_recorder
if self.recording:
File "/home/zhuqinghua/miniconda3/lib/python3.8/site-packages/stable_baselines3/common/vec_env/base_vec_env.py", line 420, in __getattr__
return self.getattr_recursive(name)
File "/home/zhuqinghua/miniconda3/lib/python3.8/site-packages/stable_baselines3/common/vec_env/base_vec_env.py", line 445, in getattr_recursive
attr = getattr(self.venv, name)
AttributeError: 'DummyVecEnv' object has no attribute 'recording'
(base) zhuqinghua@lcwt-DSS8440:~/workspace/HighwayEnv-master/scripts$
My env is as below
(base) zhuqinghua@lcwt-DSS8440:~/workspace/HighwayEnv-master/scripts$ conda list
# packages in environment at /home/zhuqinghua/miniconda3:
#
# Name Version Build Channel
_libgcc_mutex 0.1 conda_forge conda-forge
_openmp_mutex 4.5 2_kmp_llvm conda-forge
abseil-cpp 20220623.0 h8cdb687_6 conda-forge
absl-py 1.4.0 py38h06a4308_0
aiohttp 3.9.0 py38h5eee18b_0
aiosignal 1.2.0 pyhd3eb1b0_0
ale-py 0.8.1 pypi_0 pypi
alembic 1.8.1 py38h06a4308_0
alsa-lib 1.2.8 h166bdaf_0 conda-forge
aom 3.5.0 h27087fc_0 conda-forge
archspec 0.2.1 pyhd3eb1b0_0
asttokens 2.4.1 pyhd8ed1ab_0 conda-forge
async-timeout 4.0.3 py38h06a4308_0
attr 2.5.1 h166bdaf_1 conda-forge
attrs 23.1.0 py38h06a4308_0
autorom 0.6.1 pypi_0 pypi
backcall 0.2.0 pyh9f0ad1d_0 conda-forge
blas 1.0 openblas
blinker 1.6.2 py38h06a4308_0
boltons 23.0.0 py38h06a4308_0
bottleneck 1.3.5 py38h7deecbd_0
box2d-py 2.3.8 py38h17151c0_8 conda-forge
brotli 1.0.9 h5eee18b_7
brotli-bin 1.0.9 h5eee18b_7
brotli-python 1.0.9 py38h6a678d5_7
bzip2 1.0.8 h7b6447c_0
c-ares 1.19.1 h5eee18b_0
ca-certificates 2023.12.12 h06a4308_0
cachetools 4.2.2 pyhd3eb1b0_0
cairo 1.16.0 ha61ee94_1014 conda-forge
certifi 2023.11.17 pyhd8ed1ab_0 conda-forge
cffi 1.16.0 py38h5eee18b_0
chardet 5.2.0 pypi_0 pypi
charset-normalizer 2.0.4 pyhd3eb1b0_0
click 8.1.7 py38h06a4308_0
cloudpickle 2.2.1 py38h06a4308_0
colorlog 5.0.1 py38h06a4308_1
comm 0.2.1 pyhd8ed1ab_0 conda-forge
conda 23.11.0 py38h578d9bd_1 conda-forge
conda-content-trust 0.2.0 py38h06a4308_0
conda-libmamba-solver 23.12.0 pyhd3eb1b0_1
conda-package-handling 2.2.0 py38h06a4308_0
conda-package-streaming 0.9.0 py38h06a4308_0
contourpy 1.1.1 pypi_0 pypi
cryptography 41.0.7 py38hdda0065_0
cuda-version 11.8 h70ddcb2_2 conda-forge
cudatoolkit 11.8.0 h6a678d5_0
cudnn 8.9.2.26 cuda11_0
cycler 0.12.1 pypi_0 pypi
dataproperty 1.0.1 pypi_0 pypi
dav1d 1.2.1 h5eee18b_0
dbus 1.13.18 hb2f20db_0
debugpy 1.8.0 py38h17151c0_1 conda-forge
decorator 5.1.1 pyhd3eb1b0_0
distro 1.8.0 py38h06a4308_0
exceptiongroup 1.2.0 pypi_0 pypi
executing 2.0.1 pyhd8ed1ab_0 conda-forge
expat 2.5.0 h6a678d5_0
farama-notifications 0.0.4 py38h06a4308_0
ffmpeg 5.1.2 gpl_h8dda1f0_106 conda-forge
fftw 3.3.10 nompi_hc118613_108 conda-forge
filelock 3.13.1 py38h06a4308_0
fluidsynth 2.3.2 hea804a5_0 conda-forge
fmt 9.1.0 hdb19cb5_0
font-ttf-dejavu-sans-mono 2.37 hd3eb1b0_0
font-ttf-inconsolata 2.001 hcb22688_0
font-ttf-source-code-pro 2.030 hd3eb1b0_0
font-ttf-ubuntu 0.83 h8b1ccd4_0
fontconfig 2.14.2 h14ed4e7_0 conda-forge
fonts-anaconda 1 h8fa9717_0
fonts-conda-ecosystem 1 hd3eb1b0_0
fonttools 4.47.2 pypi_0 pypi
freeglut 3.2.2 h9c3ff4c_1 conda-forge
freetype 2.12.1 h4a9f257_0
frozenlist 1.4.0 py38h5eee18b_0
fsspec 2023.10.0 py38h06a4308_0
gettext 0.21.1 h27087fc_0 conda-forge
giflib 5.2.1 h5eee18b_3
glib 2.78.3 hfc55251_0 conda-forge
glib-tools 2.78.3 hfc55251_0 conda-forge
gmp 6.2.1 h295c915_3
gmpy2 2.1.2 py38heeb90bb_0
gnutls 3.7.9 hb077bed_0 conda-forge
google-auth 2.22.0 py38h06a4308_0
google-auth-oauthlib 0.5.2 py38h06a4308_0
graphite2 1.3.14 h295c915_1
greenlet 3.0.1 py38h6a678d5_0
grpc-cpp 1.51.1 h27aab58_1 conda-forge
grpcio 1.51.1 py38h5c03f07_1 conda-forge
gst-plugins-base 1.22.0 h4243ec0_2 conda-forge
gstreamer 1.22.0 h25f0c4b_2 conda-forge
gstreamer-orc 0.4.34 hd590300_0 conda-forge
gtest 1.14.0 hdb19cb5_0
gym 0.26.2 pypi_0 pypi
gym-notices 0.0.8 pypi_0 pypi
gymnasium 0.29.1 pypi_0 pypi
gymnasium-box2d 0.28.1 py38h578d9bd_0 conda-forge
harfbuzz 6.0.0 h8e241bc_0 conda-forge
hdf5 1.14.0 nompi_hb72d44e_103 conda-forge
highway-env 1.8.2 pypi_0 pypi
huggingface-sb3 3.0 pypi_0 pypi
huggingface_hub 0.20.2 pyhd8ed1ab_0 conda-forge
icu 70.1 h27087fc_0 conda-forge
idna 3.4 py38h06a4308_0
imageio 2.31.4 py38h06a4308_0
imageio-ffmpeg 0.4.9 pyhd8ed1ab_0 conda-forge
importlib-metadata 7.0.1 py38h06a4308_0
importlib_metadata 7.0.1 hd3eb1b0_0
importlib_resources 6.1.1 py38h06a4308_1
iniconfig 2.0.0 pypi_0 pypi
intel-openmp 2023.1.0 hdb19cb5_46306
ipykernel 6.29.0 pyhd33586a_0 conda-forge
ipython 8.12.2 pyh41d4057_0 conda-forge
ipywidgets 8.1.1 pypi_0 pypi
jack 1.9.22 h11f4161_0 conda-forge
jasper 2.0.33 h0ff4b12_1 conda-forge
jax-jumpy 1.0.0 py38h06a4308_0
jedi 0.19.1 pyhd8ed1ab_0 conda-forge
jinja2 3.1.2 py38h06a4308_0
jpeg 9e h5eee18b_1
jsonpatch 1.32 pyhd3eb1b0_0
jsonpointer 2.1 pyhd3eb1b0_0
jupyter_client 8.6.0 pyhd8ed1ab_0 conda-forge
jupyter_core 5.7.1 py38h578d9bd_0 conda-forge
jupyterlab-widgets 3.0.9 pypi_0 pypi
kiwisolver 1.4.5 pypi_0 pypi
krb5 1.20.1 h143b758_1
lame 3.100 h7b6447c_0
lcms2 2.12 h3be6417_0
ld_impl_linux-64 2.38 h1181459_1
lerc 3.0 h295c915_0
libabseil 20220623.0 cxx17_h05df665_6 conda-forge
libaec 1.1.2 h59595ed_1 conda-forge
libarchive 3.6.2 h6ac8c49_2
libavif 0.11.1 h8182462_2 conda-forge
libblas 3.9.0 16_linux64_openblas conda-forge
libbrotlicommon 1.0.9 h5eee18b_7
libbrotlidec 1.0.9 h5eee18b_7
libbrotlienc 1.0.9 h5eee18b_7
libcap 2.67 he9d0100_0 conda-forge
libcblas 3.9.0 16_linux64_openblas conda-forge
libclang 15.0.7 default_hb11cfb5_4 conda-forge
libclang13 15.0.7 default_ha2b6cf4_4 conda-forge
libcups 2.3.3 h36d4200_3 conda-forge
libcurl 8.4.0 h251f7ec_1
libdb 6.2.32 h6a678d5_1
libdeflate 1.17 h5eee18b_1
libdrm 2.4.114 h166bdaf_0 conda-forge
libedit 3.1.20230828 h5eee18b_0
libev 4.33 h7f8727e_1
libevent 2.1.10 h28343ad_4 conda-forge
libffi 3.4.4 h6a678d5_0
libflac 1.4.3 h59595ed_0 conda-forge
libgcc-ng 13.2.0 h807b86a_3 conda-forge
libgcrypt 1.10.3 hd590300_0 conda-forge
libgfortran-ng 13.2.0 h69a702a_3 conda-forge
libgfortran5 13.2.0 ha4646dd_3 conda-forge
libglib 2.78.3 h783c2da_0 conda-forge
libglu 9.0.0 hf484d3e_1
libgomp 13.2.0 h807b86a_3 conda-forge
libgpg-error 1.47 h71f35ed_0 conda-forge
libgrpc 1.51.1 h4fad500_1 conda-forge
libiconv 1.17 hd590300_2 conda-forge
libidn2 2.3.4 h5eee18b_0
liblapack 3.9.0 16_linux64_openblas conda-forge
liblapacke 3.9.0 16_linux64_openblas conda-forge
libllvm15 15.0.7 hadd5161_1 conda-forge
libmad 0.15.1b h0b41bf4_1001 conda-forge
libmagma 2.7.1 hc72dce7_6 conda-forge
libmagma_sparse 2.7.1 h8354cda_6 conda-forge
libmamba 1.5.3 haf1ee3a_0
libmambapy 1.5.3 py38h2dafd23_0
libnghttp2 1.57.0 h2d74bed_0
libogg 1.3.5 h27cfd23_1
libopenblas 0.3.21 h043d6bf_0
libopencv 4.7.0 py38hb32f1de_1 conda-forge
libopus 1.3.1 h7b6447c_0
libpciaccess 0.17 h166bdaf_0 conda-forge
libpng 1.6.39 h5eee18b_0
libpq 15.3 hbcd7760_1 conda-forge
libprotobuf 3.21.12 hfc55251_2 conda-forge
libsndfile 1.2.2 hbc2eb40_0 conda-forge
libsodium 1.0.18 h36c2ea0_1 conda-forge
libsolv 0.7.24 he621ea3_0
libsqlite 3.44.2 h2797004_0 conda-forge
libssh2 1.10.0 hdbd6064_2
libstdcxx-ng 13.2.0 h7e041cc_3 conda-forge
libsystemd0 253 h8c4010b_1 conda-forge
libtasn1 4.19.0 h5eee18b_0
libtiff 4.5.1 h6a678d5_0
libtool 2.4.7 h27087fc_0 conda-forge
libudev1 253 h0b41bf4_1 conda-forge
libunistring 0.9.10 h27cfd23_0
libuuid 2.38.1 h0b41bf4_0 conda-forge
libva 2.18.0 h0b41bf4_0 conda-forge
libvorbis 1.3.7 h7b6447c_0
libvpx 1.11.0 h295c915_0
libwebp 1.3.2 h11a3e52_0
libwebp-base 1.3.2 h5eee18b_0
libxcb 1.13 h1bed415_1
libxkbcommon 1.5.0 h79f4944_1 conda-forge
libxml2 2.10.3 hca2bb57_4 conda-forge
libzlib 1.2.13 hd590300_5 conda-forge
llvm-openmp 17.0.6 h4dfa4b3_0 conda-forge
lz4 4.3.3 pypi_0 pypi
lz4-c 1.9.4 h6a678d5_0
magma 2.7.1 ha770c72_6 conda-forge
mako 1.2.3 py38h06a4308_0
markdown 3.4.1 py38h06a4308_0
markdown-it-py 3.0.0 pypi_0 pypi
markupsafe 2.1.3 py38h5eee18b_0
matplotlib 3.7.4 pypi_0 pypi
matplotlib-base 3.7.2 py38h1128e8f_0
matplotlib-inline 0.1.6 pyhd8ed1ab_0 conda-forge
mbstrdecoder 1.1.3 pypi_0 pypi
mdurl 0.1.2 pypi_0 pypi
menuinst 2.0.1 py38h06a4308_1
mkl 2022.2.1 h84fe81f_16997 conda-forge
mkl-service 2.4.0 py38h80f09db_0 conda-forge
mkl_fft 1.3.8 py38h15cf20e_0 conda-forge
mkl_random 1.2.4 py38h3afe8b8_2 conda-forge
moviepy 1.0.3 pyhd8ed1ab_1 conda-forge
mpc 1.1.0 h10f8cd9_1
mpfr 4.0.2 hb69a4c5_1
mpg123 1.31.3 hcb278e6_0 conda-forge
mpmath 1.3.0 py38h06a4308_0
multidict 6.0.4 py38h5eee18b_0
munkres 1.1.4 py_0
mysql-common 8.0.33 hf1915f5_6 conda-forge
mysql-libs 8.0.33 hca2cd23_6 conda-forge
nccl 2.19.4.1 h6103f9b_0 conda-forge
ncurses 6.4 h6a678d5_0
nest-asyncio 1.6.0 pyhd8ed1ab_0 conda-forge
nettle 3.9.1 h7ab15ed_0 conda-forge
networkx 3.1 py38h06a4308_0
ninja 1.10.2 h06a4308_5
ninja-base 1.10.2 hd09550d_5
nspr 4.35 h6a678d5_0
nss 3.89.1 h6a678d5_0
numexpr 2.8.4 py38hd2a5715_1
numpy 1.24.3 py38hf838250_0
numpy-base 1.24.3 py38h1e6e340_0
nvidia-cublas-cu12 12.1.3.1 pypi_0 pypi
nvidia-cuda-cupti-cu12 12.1.105 pypi_0 pypi
nvidia-cuda-nvrtc-cu12 12.1.105 pypi_0 pypi
nvidia-cuda-runtime-cu12 12.1.105 pypi_0 pypi
nvidia-cufft-cu12 11.0.2.54 pypi_0 pypi
nvidia-curand-cu12 10.3.2.106 pypi_0 pypi
nvidia-cusparse-cu12 12.1.0.106 pypi_0 pypi
nvidia-nccl-cu12 2.18.1 pypi_0 pypi
nvidia-nvjitlink-cu12 12.3.101 pypi_0 pypi
nvidia-nvtx-cu12 12.1.105 pypi_0 pypi
oauthlib 3.2.2 py38h06a4308_0
opencv 4.7.0 py38h578d9bd_1 conda-forge
opencv-python 4.9.0.80 pypi_0 pypi
openh264 2.3.1 hcb278e6_2 conda-forge
openjpeg 2.4.0 h3ad879b_0
openssl 3.1.4 hd590300_0 conda-forge
optuna 3.5.0 pyhd8ed1ab_0 conda-forge
opusfile 0.12 h3358134_2 conda-forge
p11-kit 0.24.1 hc5aa10d_0 conda-forge
packaging 23.1 py38h06a4308_0
pandas 2.0.3 py38h1128e8f_0
parso 0.8.3 pyhd8ed1ab_0 conda-forge
pathvalidate 3.2.0 pypi_0 pypi
pcre2 10.42 hebb0a14_0
pexpect 4.9.0 pyhd8ed1ab_0 conda-forge
pickleshare 0.7.5 py_1003 conda-forge
pillow 10.2.0 pypi_0 pypi
pip 23.3.1 py38h06a4308_0
pixman 0.43.0 h59595ed_0 conda-forge
platformdirs 3.10.0 py38h06a4308_0
pluggy 1.0.0 py38h06a4308_1
pooch 1.7.0 py38h06a4308_0
portaudio 19.6.0 h7b6447c_4
portmidi 2.0.4 h11f4161_0 conda-forge
proglog 0.1.9 py_0 conda-forge
prompt-toolkit 3.0.42 pyha770c72_0 conda-forge
prompt_toolkit 3.0.42 hd8ed1ab_0 conda-forge
protobuf 4.21.12 py38h8dc9893_0 conda-forge
psutil 5.9.8 py38h01eb140_0 conda-forge
ptyprocess 0.7.0 pyhd3deb0d_0 conda-forge
pulseaudio 16.1 hcb278e6_3 conda-forge
pulseaudio-client 16.1 h5195f5e_3 conda-forge
pulseaudio-daemon 16.1 ha8d29e2_3 conda-forge
pure_eval 0.2.2 pyhd8ed1ab_0 conda-forge
py-opencv 4.7.0 py38h6f1a3b6_1 conda-forge
pyasn1 0.4.8 pyhd3eb1b0_0
pyasn1-modules 0.2.8 py_0
pybind11-abi 4 hd3eb1b0_1
pycosat 0.6.6 py38h5eee18b_0
pycparser 2.21 pyhd3eb1b0_0
pycryptodome 3.15.0 py38h276157c_0
pygame 2.5.2 pypi_0 pypi
pygments 2.17.2 pyhd8ed1ab_0 conda-forge
pyjwt 2.4.0 py38h06a4308_0
pyopenssl 23.2.0 py38h06a4308_0
pyparsing 3.1.1 pypi_0 pypi
pysocks 1.7.1 py38h06a4308_0
pytablewriter 1.2.0 pypi_0 pypi
pytest 7.4.4 pypi_0 pypi
python 3.8.18 h955ad1f_0
python-dateutil 2.8.2 pyhd3eb1b0_0
python-tzdata 2023.3 pyhd3eb1b0_0
python_abi 3.8 2_cp38 conda-forge
pytorch 2.0.0 cuda112py38h5e67e12_200 conda-forge
pytorch-gpu 2.0.0 cuda112py38h9871d0b_200 conda-forge
pytz 2023.3.post1 py38h06a4308_0
pyvirtualdisplay 3.0 pypi_0 pypi
pyyaml 6.0.1 py38h5eee18b_0
pyzmq 25.1.2 py38h34c975a_0 conda-forge
qt-main 5.15.8 h5d23da1_6 conda-forge
re2 2023.02.01 hcb278e6_0 conda-forge
readline 8.2 h5eee18b_0
reproc 14.2.4 h295c915_1
reproc-cpp 14.2.4 h295c915_1
requests 2.31.0 py38h06a4308_0
requests-oauthlib 1.3.0 py_0
rich 13.7.0 pypi_0 pypi
rsa 4.7.2 pyhd3eb1b0_1
ruamel.yaml 0.17.21 py38h5eee18b_0
ruamel.yaml.clib 0.2.6 py38h5eee18b_1
sb3-contrib 2.3.0a1 pypi_0 pypi
scipy 1.10.1 py38h32ae08f_1
sdl2 2.26.5 h949db6a_0 conda-forge
sdl2_image 2.6.3 h7b3d2e9_0 conda-forge
sdl2_mixer 2.6.3 h563c3bf_0 conda-forge
sdl2_ttf 2.20.2 h44fa107_0 conda-forge
setuptools 68.2.2 py38h06a4308_0
shimmy 0.2.1 pypi_0 pypi
six 1.16.0 pyhd3eb1b0_1
sleef 3.5.1 h9b69904_2 conda-forge
sqlalchemy 2.0.25 py38h5eee18b_0
sqlite 3.41.2 h5eee18b_0
stable-baselines3 2.2.1 pyhd8ed1ab_0 conda-forge
stack_data 0.6.2 pyhd8ed1ab_0 conda-forge
svt-av1 1.4.1 hcb278e6_0 conda-forge
sympy 1.12 py38h06a4308_0
tabledata 1.3.3 pypi_0 pypi
tbb 2021.8.0 hdb19cb5_0
tcolorpy 0.1.4 pypi_0 pypi
tensorboard 2.15.1 pyhd8ed1ab_0 conda-forge
tensorboard-data-server 0.7.0 py38h52d8a92_0
tensorboardx 2.6.2.2 pypi_0 pypi
tk 8.6.12 h1ccaba5_0
tomli 2.0.1 pypi_0 pypi
torchvision 0.10.1 py38cuda112h04b465a_0_cuda conda-forge
tornado 6.3.3 py38h01eb140_1 conda-forge
tqdm 4.65.0 py38hb070fc8_0
traitlets 5.14.1 pyhd8ed1ab_0 conda-forge
triton 2.1.0 pypi_0 pypi
typepy 1.3.2 pypi_0 pypi
typing-extensions 4.7.1 py38h06a4308_0
typing_extensions 4.7.1 py38h06a4308_0
tzdata 2023.4 pypi_0 pypi
urllib3 1.26.18 py38h06a4308_0
wasabi 1.1.2 pypi_0 pypi
wcwidth 0.2.13 pyhd8ed1ab_0 conda-forge
werkzeug 2.2.3 py38h06a4308_0
wheel 0.41.2 py38h06a4308_0
widgetsnbextension 4.0.9 pypi_0 pypi
x264 1!164.3095 h166bdaf_2 conda-forge
x265 3.5 h924138e_3 conda-forge
xcb-util 0.4.0 h516909a_0 conda-forge
xcb-util-image 0.4.0 h166bdaf_0 conda-forge
xcb-util-keysyms 0.4.0 h516909a_0 conda-forge
xcb-util-renderutil 0.3.9 h166bdaf_0 conda-forge
xcb-util-wm 0.4.1 h516909a_0 conda-forge
xkeyboard-config 2.38 h0b41bf4_0 conda-forge
xorg-fixesproto 5.0 h7f98852_1002 conda-forge
xorg-inputproto 2.3.2 h7f98852_1002 conda-forge
xorg-kbproto 1.0.7 h7f98852_1002 conda-forge
xorg-libice 1.1.1 hd590300_0 conda-forge
xorg-libsm 1.2.4 h7391055_0 conda-forge
xorg-libx11 1.8.4 h0b41bf4_0 conda-forge
xorg-libxau 1.0.11 hd590300_0 conda-forge
xorg-libxext 1.3.4 h0b41bf4_2 conda-forge
xorg-libxfixes 5.0.3 h7f98852_1004 conda-forge
xorg-libxi 1.7.10 h7f98852_0 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 h27cfd23_1007
xz 5.4.5 h5eee18b_0
yaml 0.2.5 h7b6447c_0
yaml-cpp 0.8.0 h6a678d5_0
yarl 1.9.3 py38h5eee18b_0
zeromq 4.3.5 h59595ed_0 conda-forge
zipp 3.17.0 py38h06a4308_0
zlib 1.2.13 hd590300_5 conda-forge
zstandard 0.19.0 py38h5eee18b_0
zstd 1.5.5 hc292b87_0
(base) zhuqinghua@lcwt-DSS8440:~/workspace/HighwayEnv-master/scripts$ nvidia-smi
Fri Jan 26 14:12:22 2024
+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.154.05 Driver Version: 535.154.05 CUDA Version: 12.2 |
|-----------------------------------------+----------------------+----------------------+
| 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 RTX 3090 Off | 00000000:89:00.0 Off | N/A |
| 53% 46C P0 110W / 350W | 0MiB / 24576MiB | 0% Default |
| | | N/A |
+-----------------------------------------+----------------------+----------------------+
| 1 NVIDIA GeForce RTX 3090 Off | 00000000:8A:00.0 Off | N/A |
| 51% 46C P0 108W / 350W | 0MiB / 24576MiB | 0% Default |
| | | N/A |
+-----------------------------------------+----------------------+----------------------+
| 2 NVIDIA GeForce RTX 3090 Off | 00000000:C0:00.0 Off | N/A |
| 46% 42C P0 115W / 350W | 0MiB / 24576MiB | 0% Default |
| | | N/A |
+-----------------------------------------+----------------------+----------------------+
| 3 NVIDIA GeForce RTX 3090 Off | 00000000:C1:00.0 Off | N/A |
| 30% 42C P0 97W / 350W | 0MiB / 24576MiB | 0% Default |
| | | N/A |
+-----------------------------------------+----------------------+----------------------+
+---------------------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=======================================================================================|
| No running processes found |
+---------------------------------------------------------------------------------------+
(base) zhuqinghua@lcwt-DSS8440:~/workspace/HighwayEnv-master/scripts$
Anybody help me?
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