pythonubuntupytorchanacondagpu
Anaconda Xgboost unable to find GPU
It seems that Anaconda is unable recognise my GPU, GPU is RTX2070 (Driver version 510.47.03), system Ubuntu 20.04, cudatoolkit 11.3.1, cudnn 8.2.1, XGboost 1.5.2 via pip install.
When I run XGboost with GPU enable it shows:
XGBoostError: [01:24:12] ../src/gbm/gbtree.cc:531: Check failed: common::AllVisibleGPUs() >= 1 (0 vs. 1) : No visible GPU is found for XGBoost.
I also used GPUtil to check the visible GPU, it is showing 0 GPU.
Below is the output from nvidia-smi
Can anyone help? how come the GPU in the system is no visible to any package in anaconda? (Pytorch, XGBoost etc.)
Solution
Appeared to be a driver issue, tried the same code in another computer with two RTX 3090 and got no issue
- Python method chaining in functional programming style
- flask-jwt-extended: Fake Authorization Header during testing (pytest)
- For loop through the list unless empty?
- Polars make all groups the same size
- Is there a way to specify a default base-template for all templates in django?
- How to tackle time limit exceeded error in leetcode
- Is pd.get_dummies() updated in newer versions of Pandas making it default to Booleans (True/False) instead of (0/1)?
- What's the function like sum() but for multiplication? product()?
- How to type hint a dynamically-created dataclass
- Issue with pulling the data with EIA API with Python
- 403 Forbidden Error when scraping a site, user-agents already used and updated. Any ideas?
- Fullstack web-hosting services
- How to handle an AnalysisException on Spark SQL?
- Python requests is slow and takes very long to complete HTTP or HTTPS request
- Is there a way to modify an element in a Numpy array based on the value of other elements?
- Tkinter grid manager height/width nonconsistent
- Sql Alchemy Insert Statement failing to insert, but no error
- How can I create a Polars struct while eval-ing a list?
- Excel using win32com and python
- django: on pypy, psyco, unladen swallow or cpython, which one is the fastest?
- How convert a list into multiple columns and a dataframe?
- Name not defined in type annotation
- Static type checkers and Language Servers not recognizing attributes of objects that are subclasses
- How do I get multiple OID values in PySNMP?
- how to log a file in Django
- Is there a simple and efficient way to evaluate Elementary Symmetric Polynomials in Python?
- Iterating over two lists one after another
- Python -i flag for production
- What is PyCompilerFlags in Python C API?
- How to make Python check whether a variable is a number or letter