bottler
commented
4 years ago Cuda 10.2 is fine. The problem is I think you are using Python 3.5, and pytorch3d requires at least version 3.6.
Closed phg1024 closed 4 years ago
bottler
commented
4 years ago Cuda 10.2 is fine. The problem is I think you are using Python 3.5, and pytorch3d requires at least version 3.6.
phg1024
commented
4 years ago I got a python 3.6 env with conda and now it crashes directly:
(pytorch3d) [phg@localhost ~]$ python --version
Python 3.6.10 :: Anaconda, Inc.
(pytorch3d) [phg@localhost ~]$ conda install pytorch3d -c pytorch3d
Collecting package metadata (current_repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: -
Found conflicts! Looking for incompatible packages.
This can take several minutes. Press CTRL-C to abort.
failed
# >>>>>>>>>>>>>>>>>>>>>> ERROR REPORT <<<<<<<<<<<<<<<<<<<<<<
Traceback (most recent call last):
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/cli/install.py", line 265, in install
should_retry_solve=(_should_retry_unfrozen or repodata_fn != repodata_fns[-1]),
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/core/solve.py", line 117, in solve_for_transaction
should_retry_solve)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/core/solve.py", line 158, in solve_for_diff
force_remove, should_retry_solve)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/core/solve.py", line 281, in solve_final_state
ssc = self._run_sat(ssc)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/common/io.py", line 88, in decorated
return f(*args, **kwds)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/core/solve.py", line 808, in _run_sat
should_retry_solve=ssc.should_retry_solve
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/common/io.py", line 88, in decorated
return f(*args, **kwds)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/resolve.py", line 1316, in solve
raise UnsatisfiableError({})
conda.exceptions.UnsatisfiableError:
Did not find conflicting dependencies. If you would like to know which
packages conflict ensure that you have enabled unsatisfiable hints.
conda config --set unsatisfiable_hints True
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/exceptions.py", line 1079, in __call__
return func(*args, **kwargs)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/cli/main.py", line 84, in _main
exit_code = do_call(args, p)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/cli/conda_argparse.py", line 82, in do_call
return getattr(module, func_name)(args, parser)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/cli/main_install.py", line 20, in execute
install(args, parser, 'install')
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/cli/install.py", line 299, in install
should_retry_solve=(repodata_fn != repodata_fns[-1]),
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/core/solve.py", line 117, in solve_for_transaction
should_retry_solve)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/core/solve.py", line 158, in solve_for_diff
force_remove, should_retry_solve)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/core/solve.py", line 275, in solve_final_state
ssc = self._add_specs(ssc)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/core/solve.py", line 694, in _add_specs
ssc.r.find_conflicts(spec_set)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/resolve.py", line 347, in find_conflicts
bad_deps = self.build_conflict_map(specs, specs_to_add, history_specs)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/resolve.py", line 507, in build_conflict_map
root, search_node, dep_graph, num_occurances)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/resolve.py", line 369, in breadth_first_search_for_dep_graph
last_spec = MatchSpec.union((path[-1], target_paths[-1][-1]))[0]
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/models/match_spec.py", line 481, in union
return cls.merge(match_specs, union=True)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/models/match_spec.py", line 475, in merge
reduce(lambda x, y: x._merge(y, union), group) if len(group) > 1 else group[0]
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/models/match_spec.py", line 475, in <lambda>
reduce(lambda x, y: x._merge(y, union), group) if len(group) > 1 else group[0]
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/models/match_spec.py", line 502, in _merge
final = this_component.union(that_component)
File "/home/phg/anaconda3/lib/python3.7/site-packages/conda/models/match_spec.py", line 764, in union
return '|'.join(options)
TypeError: sequence item 0: expected str instance, Channel found
`$ /home/phg/anaconda3/bin/conda install pytorch3d -c pytorch3d`
environment variables:
CIO_TEST=<not set>
CONDA_DEFAULT_ENV=pytorch3d
CONDA_EXE=/home/phg/anaconda3/bin/conda
CONDA_PREFIX=/home/phg/anaconda3/envs/pytorch3d
CONDA_PREFIX_1=/home/phg/anaconda3
CONDA_PROMPT_MODIFIER=(pytorch3d)
CONDA_PYTHON_EXE=/home/phg/anaconda3/bin/python
CONDA_ROOT=/home/phg/anaconda3
CONDA_SHLVL=2
PATH=/home/phg/anaconda3/bin:/home/phg/anaconda3/envs/pytorch3d/bin:/home/p
hg/anaconda3/condabin:/home/phg/.local/bin:/home/phg/bin:/usr/local/bi
n:/usr/local/sbin:/usr/bin:/usr/sbin
REQUESTS_CA_BUNDLE=<not set>
SSL_CERT_FILE=<not set>
WINDOWPATH=2
active environment : pytorch3d
active env location : /home/phg/anaconda3/envs/pytorch3d
shell level : 2
user config file : /home/phg/.condarc
populated config files :
conda version : 4.8.2
conda-build version : 3.18.11
python version : 3.7.6.final.0
virtual packages : __cuda=10.2
__glibc=2.31
base environment : /home/phg/anaconda3 (writable)
channel URLs : https://conda.anaconda.org/pytorch3d/linux-64
https://conda.anaconda.org/pytorch3d/noarch
https://repo.anaconda.com/pkgs/main/linux-64
https://repo.anaconda.com/pkgs/main/noarch
https://repo.anaconda.com/pkgs/r/linux-64
https://repo.anaconda.com/pkgs/r/noarch
package cache : /home/phg/anaconda3/pkgs
/home/phg/.conda/pkgs
envs directories : /home/phg/anaconda3/envs
/home/phg/.conda/envs
platform : linux-64
user-agent : conda/4.8.2 requests/2.22.0 CPython/3.7.6 Linux/5.6.8-300.fc32.x86_64 fedora/32 glibc/2.31
UID:GID : 1000:1000
netrc file : None
offline mode : False
An unexpected error has occurred. Conda has prepared the above report.
If submitted, this report will be used by core maintainers to improve
future releases of conda.
Would you like conda to send this report to the core maintainers?
[y/N]:
No report sent. To permanently opt-out, use
$ conda config --set report_errors false
Please paste the output of conda list.
phg1024
commented
4 years ago (pytorch3d) [phg@localhost Pictures]$ conda list .
# packages in environment at /home/phg/anaconda3/envs/pytorch3d:
#
# Name Version Build Channel
_libgcc_mutex 0.1 main
ca-certificates 2020.1.1 0
certifi 2020.4.5.1 py36_0
ld_impl_linux-64 2.33.1 h53a641e_7
libedit 3.1.20181209 hc058e9b_0
libffi 3.2.1 hd88cf55_4
libgcc-ng 9.1.0 hdf63c60_0
libstdcxx-ng 9.1.0 hdf63c60_0
ncurses 6.2 he6710b0_1
openssl 1.1.1g h7b6447c_0
pip 20.0.2 py36_1
python 3.6.10 hcf32534_1
readline 8.0 h7b6447c_0
setuptools 46.1.3 py36_0
sqlite 3.31.1 h62c20be_1
tk 8.6.8 hbc83047_0
wheel 0.34.2 py36_0
xz 5.2.5 h7b6447c_0
zlib 1.2.11 h7b6447c_3
You need to install the prerequisites into the environment, as explained in INSTALL.md, before you install pytorch3d itself. The following should do it.
conda install -c pytorch pytorch torchvision cudatoolkit=10.2
conda install -c conda-forge -c fvcore fvcoreThanks @bottler. It worked following your suggestions. I followed the commands listed here previously, which is why it didn't work:
conda install pytorch torchvision -c pytorch # OSX only
conda install pytorch3d -c pytorch3d # all systemsIt also confused me a bit with that # OSX only comment: I thought we don't need that command if we are not on OSX.
Thanks for helping me resolve this issue. For future reference, here's what worked for me:
conda create -n pytorch3d python=3.6
conda activate pytorch3d
conda install -c pytorch pytorch torchvision cudatoolkit=10.2
conda install -c conda-forge -c fvcore fvcore
conda install pytorch3d -c pytorch3d
ghost
commented
4 years ago Hi, Sorry for bothering, but I followed the instructions above and I still got the error:
- feature:/linux-64::__cuda==10.2=0
Your installed CUDA driver is: 10.2
and this is the conda list:
(pytorch3d) volodymyr@addepto-ubuntu-server:~$ conda list
# packages in environment at /home/volodymyr/.conda/envs/pytorch3d:
#
# Name Version Build Channel
_libgcc_mutex 0.1 main
blas 1.0 mkl
ca-certificates 2020.6.20 hecda079_0 conda-forge
certifi 2020.6.20 py36h9f0ad1d_0 conda-forge
cudatoolkit 10.2.89 hfd86e86_1
freetype 2.10.2 h5ab3b9f_0
fvcore 0.1.1.post20200716 py_0 conda-forge
intel-openmp 2020.2 254
jpeg 9b h024ee3a_2
lcms2 2.11 h396b838_0
ld_impl_linux-64 2.33.1 h53a641e_7
libedit 3.1.20191231 h14c3975_1
libffi 3.3 he6710b0_2
libgcc-ng 9.1.0 hdf63c60_0
libpng 1.6.37 hbc83047_0
libstdcxx-ng 9.1.0 hdf63c60_0
libtiff 4.1.0 h2733197_1
lz4-c 1.9.2 he6710b0_1
mkl 2020.2 256
mkl-service 2.3.0 py36he904b0f_0
mkl_fft 1.1.0 py36h23d657b_0
mkl_random 1.1.1 py36h0573a6f_0
ncurses 6.2 he6710b0_1
ninja 1.10.0 py36hfd86e86_0
numpy 1.19.1 py36hbc911f0_0
numpy-base 1.19.1 py36hfa32c7d_0
olefile 0.46 py36_0
openssl 1.1.1g h516909a_1 conda-forge
pillow 7.2.0 py36hb39fc2d_0
pip 20.2.2 py36_0
portalocker 1.7.0 py36h9f0ad1d_0 conda-forge
python 3.6.10 h7579374_2
python_abi 3.6 1_cp36m conda-forge
pytorch 1.6.0 py3.6_cuda10.2.89_cudnn7.6.5_0 pytorch
pyyaml 5.3.1 py36h8c4c3a4_0 conda-forge
readline 8.0 h7b6447c_0
setuptools 49.6.0 py36_0
six 1.15.0 py_0
sqlite 3.33.0 h62c20be_0
tabulate 0.8.7 pyh9f0ad1d_0 conda-forge
termcolor 1.1.0 py_2 conda-forge
tk 8.6.10 hbc83047_0
torchvision 0.7.0 py36_cu102 pytorch
tqdm 4.48.2 pyh9f0ad1d_0 conda-forge
wheel 0.35.1 py_0
xz 5.2.5 h7b6447c_0
yacs 0.1.6 py_0 conda-forge
yaml 0.2.5 h516909a_0 conda-forge
zlib 1.2.11 h7b6447c_3
zstd 1.4.5 h9ceee32_0
Any suggestions ?
bottler
commented
4 years ago @volodymyrkepsha Please open a new issue. The problems discussed on this thread were quite specific.
I tried to install pytorch3d with the following command
and got this error
Is there a plan to support CUDA 10.2?