insufficient installation guide
hayoung-jeremy opened this issue · comments
summary
- tested on A100 GPU instance from LambdaCloud
- the installation guide from README.md seems not supplying all the dependencies
- It's not possible to run the inference code since there are so many missing dependencies
reproduction of the error
installation process
git clone https://github.com/fuxiao0719/GeoWizard.git
cd GeoWizard
conda create -n geowizard python=3.9
conda activate geowizard
pip install -r requirements.txt
cd geowizardcommand I've run :
python run_infer.py \
--input_dir input/example \
--output_dir output \
--ensemble_size 3 \
--denoise_steps 10 \
--domain "indoor"errors complaining missing dependencies :
(geowizard) ubuntu@129-146-73-36:~/A100/GeoWizard/geowizard$ python run_infer.py \
--input_dir input/example \
--output_dir output \
--ensemble_size 3 \
--denoise_steps 10 \
--domain "indoor"
Traceback (most recent call last):
File "/home/ubuntu/A100/GeoWizard/geowizard/run_infer.py", line 7, in <module>
import numpy as np
ModuleNotFoundError: No module named 'numpy'Traceback (most recent call last):
File "/home/ubuntu/A100/GeoWizard/geowizard/run_infer.py", line 10, in <module>
from tqdm.auto import tqdm
ModuleNotFoundError: No module named 'tqdm' Traceback (most recent call last):
File "/home/ubuntu/A100/GeoWizard/geowizard/run_infer.py", line 13, in <module>
import cv2
ModuleNotFoundError: No module named 'cv2'Traceback (most recent call last):
File "/home/ubuntu/A100/GeoWizard/geowizard/run_infer.py", line 16, in <module>
from models.geowizard_pipeline import DepthNormalEstimationPipeline
File "/home/ubuntu/A100/GeoWizard/geowizard/models/geowizard_pipeline.py", line 10, in <module>
from diffusers import (
ModuleNotFoundError: No module named 'diffusers' Traceback (most recent call last):
File "/home/ubuntu/A100/GeoWizard/geowizard/run_infer.py", line 16, in <module>
from models.geowizard_pipeline import DepthNormalEstimationPipeline
File "/home/ubuntu/A100/GeoWizard/geowizard/models/geowizard_pipeline.py", line 10, in <module>
from diffusers import (
File "/home/ubuntu/anaconda3/envs/geowizard/lib/python3.9/site-packages/diffusers/__init__.py", line 5, in <module>
from .utils import (
File "/home/ubuntu/anaconda3/envs/geowizard/lib/python3.9/site-packages/diffusers/utils/__init__.py", line 18, in <module>
from packaging import version
ModuleNotFoundError: No module named 'packaging' I've installed following packages through conda and pip :
conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia
conda install tqdm
conda install conda-forge::opencv
conda install -c conda-forge diffusers
conda install conda-forge::packaging But the final error message I've got :
Traceback (most recent call last):
File "/home/ubuntu/A100/GeoWizard/geowizard/run_infer.py", line 16, in <module>
from models.geowizard_pipeline import DepthNormalEstimationPipeline
File "/home/ubuntu/A100/GeoWizard/geowizard/models/geowizard_pipeline.py", line 10, in <module>
from diffusers import (
File "/home/ubuntu/anaconda3/envs/geowizard/lib/python3.9/site-packages/diffusers/__init__.py", line 5, in <module>
from .utils import (
File "/home/ubuntu/anaconda3/envs/geowizard/lib/python3.9/site-packages/diffusers/utils/__init__.py", line 21, in <module>
from .constants import (
File "/home/ubuntu/anaconda3/envs/geowizard/lib/python3.9/site-packages/diffusers/utils/constants.py", line 17, in <module>
from huggingface_hub.constants import HF_HOME
ImportError: cannot import name 'HF_HOME' from 'huggingface_hub.constants' (/home/ubuntu/anaconda3/envs/geowizard/lib/python3.9/site-packages/huggingface_hub/constants.py)I probably won't be able to run the code successfully.
This is weird as 'diffusers', 'opencv-python', and 'tqdm' are specified in the requirements.txt. If you did 'pip install -r requirements.txt', I think these errors should not appear. My friend and I have tested it on more than 3 machines (e.g., ubuntu 20.04 w/ V100, centos w/ A100), and all of them work.
@fuxiao0719, Thank you for the reply.
I'll try it later!