-
**Is your feature request related to a problem? Please describe.**
cuDF Python has historically focused on providing a pandas-like API. pylibcudf offers low-overhead access to all of libcudf's functio…
vyasr updated
23 hours ago
-
[cuDF](https://github.com/rapidsai/cudf) (pronounced "KOO-dee-eff") is a GPU DataFrame library for loading, joining, aggregating, filtering, and otherwise manipulating data.
Test:
```python
imp…
-
Currently RAPIDS makes use of spdlog and fmt in a few places that I am aware of. rmm, cudf, and cuml (please add to this list if there are more) all have their own loggers that expose public APIs to t…
vyasr updated
1 month ago
-
**Describe the bug**
Hi, I have noticed a difference in performance when reading a jsonl file with cudf and dask_cudf.
In both cases, I will be using only 1 GPU.
I have the following files (see…
-
We recently saw what looks like a CUDA OOM (not your classic RMM OOM) with the stack below.
It looks like a kernel `exclusive_scan_by_key` failed to launch. This seems to be that we have a job where …
-
Tried to run the tutorial of transformers4rec and i got this error
---------------------------------------------------------------------------
RuntimeError Traceback (mo…
-
I tried to compare the speed difference of the same model on CPU and GPU. Here is my code:
```
import numpy as np
import pandas as pd
import time
import cudf
import cupy as cp
from cuml.linear_model i…
-
#### ALL software version info
Python : 3.10.13 | packaged by conda-forge | (main, Dec 23 2023, 15:36:39) [GCC 12.3.0]
Operating system : Linux-6.1.69-1-MANJARO-x86_64-with-glibc2.…
-
**Describe the bug**
During converting data between arrow and cudf,
`from_arrow` converts dictionary indices to unsigned types. libcudf dictionary indices become unsigned int even if arrow has signed…
-
**Describe the bug**
`cuml.preprocessing.LabelEncoder` handles `None` differently from scikit-learn. When `transform` `None` values given that `None` values are seen in `fit`, `cuml` either throws a…