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Got exceptions from the code. Develop enviroment is: win10, WSL2, RAPIDS 24.02. Please help to check. I have puzzled for long time. Implicit conversion to a host NumPy array via array is not allowed, ...
user2718067's user avatar
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1 answer
227 views

I’m working with a large dataset on Kaggle and want to speed up the imputation process by using GPU acceleration for KNN imputation. My current approach uses the CPU-based KNNImputer from sklearn, but ...
Saurabh Patel's user avatar
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2 answers
148 views

I am applying a function (e.g. letter frequency) to a dask_cudf dataframe that consists of a single column of words of fixed length. I am trying to merge the output or append the output into the ...
Austin So's user avatar
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1 answer
55 views

I successfully installed RAPIDS in my WSL2 window, but importing cudf is not working. According to the RAPIDS website https://docs.rapids.ai/install#conda , as well as some other sources, I should be ...
Sam's user avatar
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2 answers
3k views

I'm trying to install cuDF to gain the glorious powers of multithreading my NVIDIA GPU in my python scripts. However, I can't install cuDF. To install cuDF, i went to https://docs.rapids.ai/install ...
Sam's user avatar
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166 views

I have a server with 1xNvidia T4 and a 32 Cores CPU. Trying to migrate from pandas to cudf. I am performing multiple row wise transformations on my data but I could find the CPU computing faster than ...
R_M's user avatar
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1 answer
215 views

I am trying to use cudf.pandas on a notebook on Kaggle and running into a long error message when enabling GPU on GridSearch. The main issue being an AttributeError on a DatFrame. The code works fine ...
Nader Afshar's user avatar
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0 answers
778 views

I am trying to write a basic program to read a csv into a cudf with libcudf. I have installed libcudf by installing the RAPIDS conda environment. I am trying to use this command to build my executable:...
Evan Zimmerman's user avatar
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1 answer
387 views

I'm trying to understand how to read an image as an array using cucim. My image is a float64 .tiff with shape=(657, 668) from a CT-scan. The closest function I could find was read_region (I couldn't ...
user8188435's user avatar
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0 answers
168 views

I'm working on a project where I need to evenly distribute data processing tasks across multiple GPUs using dask_cudf. Despite my current setup, the workload seems to be handled by only one GPU. I'm ...
allo allo's user avatar
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2 votes
1 answer
96 views

I'm trying to build MST from a directed graph by converting it to an undirected one. I followed cuGraph example here but getting NotImplementedError: Not supported for distributed graph. I tried doing ...
Wombat's user avatar
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(base) mitul@pop-os:~$ work (rapids-24.02) mitul@pop-os:~$ python Python 3.10.13 | packaged by conda-forge | (main, Dec 23 2023, 15:36:39) [GCC 12.3.0] on linux Type "help", "copyright&...
Mitul Solanki's user avatar
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1 answer
900 views

I would Like to know that is there a way to install Nvidia Rapids directly in windows 11 and use rather than using it with wsl2 or docker? Or is there a way to connect jupyter lab host to dataspell? I ...
Prateek Awate's user avatar
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1 vote
1 answer
346 views

I recently installed RAPIDs in an conda environment using WSL2 on my Windows laptop. I used the following command to install it: conda create --solver=libmamba -n rapids-24.02 -c rapidsai -c conda-...
Amy Hassett's user avatar
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179 views

I have this code: import cudf import cuml import cupy as cp from sklearn.datasets import make_classification from sklearn.model_selection import train_test_split from cuml.model_selection import ...
Veronica's user avatar
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1 answer
470 views

i am trying to train a RF regression using gridsearchcv. I change all file types to float32 and i still get these warnings that i'm not sure how to solve. my code: combined_df=cpd.concat([train_df,...
Mostafa Bouzari's user avatar
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I try to read and process the 8gb csv file using cudf. Reading all file at once doesn't fit neither into GPU memory nor into my RAM. That's why I use the dask_cudf library. Here is the code: import ...
shda's user avatar
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Im using WSL2 and for some reason cudf.pandas is not using my gpu at all, in fact it stays at 0% usage with large datasets. I've installed rapids and cuda running the following codes succesfully: %...
Sebastian Cantergiani's user avatar
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1 vote
1 answer
582 views

I have installed WSL2. I have tried both the pip installation and conda installation. i'm getting a package not found error: rapids=23.10* I'm completely lost and am hoping someone will guide me ...
John David Deatherage's user avatar
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54 views

I keep receiving this error, "Exception in thread "main" java.lang.NoClassDefFoundError: akka/actor/typed/ActorRef", when I try to deploy my application.jar in one active Spark ...
Manuel's user avatar
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2 answers
644 views

I am using the Rapids library for Pandas. On top of my code: import cudf.pandas cudf.pandas.install() import pandas as pd I'm using https://clickhouse-driver.readthedocs.io/en/latest/ and client....
Ivan Anisimov's user avatar
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-2 votes
2 answers
3k views

To install RAPIDS, i have already installed WSL2. But i still got the following error when import cudf: /home/zy-wsl/miniconda3/envs/rapids-23.12/lib/python3.10/site-packages/cudf/utils/_ptxcompiler....
ZKK's user avatar
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0 answers
84 views

I want to use the RAPIDS and MetaTrader5 modules in the same project in a Windows 11 environment. The RAPIDS module requires the use of WSL2 in Windows 11, and the MetaTrader5 module needs to be used ...
Tio's user avatar
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1 answer
938 views

In order to install RAPIDS, I get the command from the site below and run it, but the following error occurs. https://docs.rapids.ai/install conda create --solver=libmamba -n rapids-23.08 -c rapidsai -...
Tio's user avatar
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808 views

I am currently working on an Excel datasheet where I have rows with several features for which I want to predict multiple labels. The features are either 0 or 1 because they describe whether ...
Shagadelic's user avatar
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1 answer
302 views

We are trying to improve the Spark Job processing performance by introducing GPUs to the nodes. But after enabling Spark3 with GPUs we are seeing downtrend in spark job performance, due to limited ...
Manju N's user avatar
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0 answers
135 views

While FS, OR, TT have well-established components in "classic" scikit-learn pipelines, documentation of dask-ml and RAPIDS totally omits them. What are the best practices to implement ...
Anatoly Alekseev's user avatar
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2 votes
1 answer
4k views

I've been trying to install RAPIDS in my Docker environment, which initially went smoothly. However, over the past one or two weeks, I've been encountering an error. The issue seems to be that pip is ...
Steven's user avatar
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0 votes
1 answer
599 views

I am trying to use GPU (A100) to perform UMAP for speedup. I am facing problem as Euclidean metric does not seem to work for me at all but correlation/cosine are promising. However, the code I am ...
Quiescent's user avatar
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1 vote
1 answer
1k views

I would like to use dask to parallelize the data processing for dask cudf from Jupyter notebook on multiple GPUs. import cudf from dask.distributed import Client, wait, get_worker, get_client from ...
mtnt's user avatar
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1 answer
1k views

Installing rapids and cuML is not working I have Cuda installed (Cuda compilation tools, release 11.8, V11.8.89) in a Python 3.10.11 env in JN in VSC on wsl2 on a desktop running Windows 11, with the ...
Stephan De Spiegeleire's user avatar
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1 answer
45 views

Cudf Tokenize Element Length Mismatch This is the expected result for tokenize(' ') on space character: 0 Due 0 to 0 being 0 ...
Using_System's user avatar
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1 vote
1 answer
82 views

I am using Rapids 23.04 and trying to select reading from parquet/orc files based on select columns and rows. However, strangely the row filter is not working and I am unable to find the cause. Any ...
Quiescent's user avatar
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1 vote
2 answers
1k views

I need help. I am using Google Colab with Python 3.10.11 and I have a Colab with CUDA Version: 12.0 , Nvidia driver version 525.85.12 and I am following this tutorial on how to install cuDF https://...
Nata107's user avatar
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1 vote
1 answer
333 views

This is my first time posting on here so my apologies if this is the wrong place to ask or if I'm missing info. Basically I have the following code for a linear regression model using statsmodels and ...
Resh's user avatar
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0 votes
1 answer
113 views

I have been trying to run the dga detection streamz on the rapidsai clx streamz docker container for the last few days without any resolution.I'm following the instructions on the rapids website: ...
Swooz's user avatar
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2 votes
0 answers
243 views

How can we convert a dask_cudf column of string or nanoseconds to a datetime object? to_datetime is available in pandas and cudf. See sample data below import pandas import cudf # with pandas df = ...
dleal's user avatar
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0 answers
649 views

I try to create conda env with the following environment.yml file name: myenv channels: - rapidsai - conda-forge - nvidia dependencies: - python=3.10 - cudf=23.04 - cuml=23.04 - cugraph=...
raymond.mh.ng's user avatar
  • 353
0 votes
1 answer
366 views

how do I install an older version of Rapids AI using Docker such as 22.06? The newest version 23.02 doesn't work on any VAST AI (https://vast.ai/) machine.
user1361488's user avatar
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0 answers
322 views

First of all, I am fairly new to running models on GPU, so sorry in advance for stupid questions. I use RAPIDS cuML to GPU-accelerate some algorithms, but I noticed I cannot use the latest version (23....
svaladou's user avatar
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1 vote
0 answers
330 views

I am a new user of dask/dask_cudf. I have a parquet files of various sizes (11GB, 2.5GB, 1.1GB), all of which failed with NotImplementedError: large_string. My dask.dataframe backend is cudf. When the ...
stucash's user avatar
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1 vote
0 answers
223 views

I am a new user of Dask and RapidsAI. An exerpt of my data (in csv format): Symbol,Date,Open,High,Low,Close,Volume AADR,17-Oct-2017 09:00,57.47,58.3844,57.3645,58.3844,2094 AADR,17-Oct-2017 10:00,57....
stucash's user avatar
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0 votes
1 answer
113 views

I have the following DataFrame in cuDF: Context Questions 0 Architecturally, the school has a Catholic ...
JOKKINATOR's user avatar
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0 votes
1 answer
258 views

I was just wondering if anyone has been able to successfully use rapids with knn imputation. I know cuml.impute was avaliable perviously but is seems like it has not been removed. If anyone has a ...
Omar Eweis's user avatar
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1 vote
1 answer
1k views

I am new to Dask and I run into problems when executing the example code: from dask.distributed import Client from dask_cuda import LocalCUDACluster cluster = LocalCUDACluster() client = Client(...
LRyougiShikiZ's user avatar
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0 votes
1 answer
300 views

Hi guys I am trying to acces gpu accelerated regression trees through cuml from rapids. However I can't seem to be able to download rapids as instructed> I am trying to dwonload through anaconds ...
Omar Eweis's user avatar
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3 votes
2 answers
5k views

I have executed the pip install commands from RAPIDS into Google Colab ipynb jupyter notebook. They are: pip install cudf-cu11 dask-cudf-cu11 --extra-index-url=https://pypi.ngc.nvidia.com pip install ...
Ric SG's user avatar
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1 answer
750 views

I'm new to cuML and I have a decision tree classifier using scikit learn. I would like to perform some hyperparameter search using the GPU, so I started looking cuML. There is no ...
xerac's user avatar
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1 vote
0 answers
199 views

I am using cudf (dask-cudf) to handle tens~billions of data for social media. I'm trying to use query in extracting only the relevant users from the mother data set. However, unlike pandas, cudf's ...
felntc's user avatar
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0 votes
1 answer
62 views

I am considering drawing a network. For example, as shown in the demo, we can use the dashboard to get the chart, but there is no "save button" on the right side, as is often the case. ...
felntc's user avatar
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