Build and test with CUDA 12.5.1

[KyleFromNVIDIA]

This PR updates the latest CUDA build/test version 12.2.2 to 12.5.1.

Contributes to rapidsai/build-planning#73

[jakirkham]

/merge

[jakirkham]

The notebook job appears to be hung. It has run for 3hrs without doing much. Before that it ran 6hrs and was finally terminated as it reached the CI time limit. Wondering if there is an issue with the notebook job that requires further independent investigation

Note: All other CI jobs have passed

[KyleFromNVIDIA]

#1399 is also having problems with the notebook tests

[jakirkham]

Think James is debugging PR: #1407

[jameslamb]

The notebook job appears to be hung. It has run for 3hrs without doing much.

In logs here, it looks like it's stuck on the NYC taxi notebook.

[NbConvertApp] Writing 7305 bytes to /tmp/nyc_taxi_years_correlation-test.py

In my interactive testing (on a machine with V100s, CUDA 12.2, and using RAPIDS 24.08 nightly conda packages), I also observed that notebook hanging for a long time. I'd hoped it was just something with my local setup 😭

Specifically, this cell ran for 50 minutes before I killed it:

cuspatial/notebooks/nyc_taxi_years_correlation.ipynb

Lines 203 to 219 in c8616c1

	"source": [
	"%%time\n",
	"taxi2016['PULocationID'] = 264\n",
	"taxi2016['DOLocationID'] = 264\n",
	"for i in range(len(pip_iterations)-1):\n",
	" start = pip_iterations[i]\n",
	" end = pip_iterations[i+1]\n",
	" \n",
	" zone = taxi_zone_rings[start:end]\n",
	" pickups = cuspatial.point_in_polygon(pickup2016, zone)\n",
	" dropoffs = cuspatial.point_in_polygon(dropoff2016, zone)\n",
	"\n",
	" for j in pickups.columns:\n",
	" taxi2016['PULocationID'].loc[pickups[j]] = j\n",
	" for j in dropoffs.columns:\n",
	" taxi2016['DOLocationID'].loc[dropoffs[j]] = j"
	]

Even when I reduced that for loop to for i in range(2) 😬

I'll keep investigating over on #1407. This is blocking CI for rapidsai/docker as well.

[jakirkham]

/merge

[jakirkham]

Thanks all! 🙏

[jakirkham]

All packages uploaded