Flash-KMeans
An IO-aware implementation of exact k-means that rethinks the algorithm around modern GPU bottlenecks. Flash-KMeans achieves 30x speedup over cuML and 200x speedup over FAISS.
Paper: arxiv.org/abs/2603.09229
Code: github.com/svg-project/...
An IO-aware implementation of exact k-means that rethinks the algorithm around modern GPU bottlenecks. Flash-KMeans achieves 30x speedup over cuML and 200x speedup over FAISS.
Paper: arxiv.org/abs/2603.09229
Code: github.com/svg-project/...
March 17, 2026 at 8:11 PM
Flash-KMeans
An IO-aware implementation of exact k-means that rethinks the algorithm around modern GPU bottlenecks. Flash-KMeans achieves 30x speedup over cuML and 200x speedup over FAISS.
Paper: arxiv.org/abs/2603.09229
Code: github.com/svg-project/...
An IO-aware implementation of exact k-means that rethinks the algorithm around modern GPU bottlenecks. Flash-KMeans achieves 30x speedup over cuML and 200x speedup over FAISS.
Paper: arxiv.org/abs/2603.09229
Code: github.com/svg-project/...
#IsmuasMonthOfMusic
#MusicChallenge
Day 13 - A Song that Feels Surreal
Can - “Mushroom” (1971)
m.youtube.com/watch?v=cUMl...
#MusicChallenge
Day 13 - A Song that Feels Surreal
Can - “Mushroom” (1971)
m.youtube.com/watch?v=cUMl...
Mushroom
YouTube video by Can - Topic
m.youtube.com
January 13, 2026 at 7:08 PM
#IsmuasMonthOfMusic
#MusicChallenge
Day 13 - A Song that Feels Surreal
Can - “Mushroom” (1971)
m.youtube.com/watch?v=cUMl...
#MusicChallenge
Day 13 - A Song that Feels Surreal
Can - “Mushroom” (1971)
m.youtube.com/watch?v=cUMl...
I hate the way other social media sites substitute the word #porn for corn, so I made a video to help you differentiate.
#Hentai #BigTitsSaveLives #Goonerfuel #BBC #BWC #Blowbang #Blowjob #Interracial #Nsfw #Goonsky #BskyNSFW #Latina #Asian #Ebony #Pawg #PMV #BigAssHeals #Cumpilation #cuml
#Hentai #BigTitsSaveLives #Goonerfuel #BBC #BWC #Blowbang #Blowjob #Interracial #Nsfw #Goonsky #BskyNSFW #Latina #Asian #Ebony #Pawg #PMV #BigAssHeals #Cumpilation #cuml
December 5, 2024 at 12:33 AM
I hate the way other social media sites substitute the word #porn for corn, so I made a video to help you differentiate.
#Hentai #BigTitsSaveLives #Goonerfuel #BBC #BWC #Blowbang #Blowjob #Interracial #Nsfw #Goonsky #BskyNSFW #Latina #Asian #Ebony #Pawg #PMV #BigAssHeals #Cumpilation #cuml
#Hentai #BigTitsSaveLives #Goonerfuel #BBC #BWC #Blowbang #Blowjob #Interracial #Nsfw #Goonsky #BskyNSFW #Latina #Asian #Ebony #Pawg #PMV #BigAssHeals #Cumpilation #cuml
⚡ ¿Cómo acelerar machine learning en GPU sin reescribir tu código? cuML y RAPIDS cibered.com/inteligencia...
#MachineLearning #GPU #cuML #RAPIDS #NVIDIA #Python #CiberED
#MachineLearning #GPU #cuML #RAPIDS #NVIDIA #Python #CiberED
¿Cómo acelerar machine learning en GPU sin reescribir tu código? cuML y RAPIDS | Academia IA | CIBERED
Tutorial práctico de NVIDIA cuML: acelera scikit-learn sin cambiar código con cuml.accel, compara CPU vs GPU y construye pipelines nativos en GPU.
cibered.com
September 16, 2026 at 4:29 AM
⚡ ¿Cómo acelerar machine learning en GPU sin reescribir tu código? cuML y RAPIDS cibered.com/inteligencia...
#MachineLearning #GPU #cuML #RAPIDS #NVIDIA #Python #CiberED
#MachineLearning #GPU #cuML #RAPIDS #NVIDIA #Python #CiberED
FlashLib - a GPU library for fast, predictable, agent-ready classical ML operators.
"Up to 26× on KMeans, 19× on KNN, 40× on HDBSCAN, 208× on TruncatedSVD, 47× on PCA, 147× on exact t-SNE, and 49× on MultinomialNB over cuML."
Blog: flashml-org.github.io
Code: github.com/FlashML-org/...
"Up to 26× on KMeans, 19× on KNN, 40× on HDBSCAN, 208× on TruncatedSVD, 47× on PCA, 147× on exact t-SNE, and 49× on MultinomialNB over cuML."
Blog: flashml-org.github.io
Code: github.com/FlashML-org/...
May 27, 2026 at 7:42 AM
FlashLib - a GPU library for fast, predictable, agent-ready classical ML operators.
"Up to 26× on KMeans, 19× on KNN, 40× on HDBSCAN, 208× on TruncatedSVD, 47× on PCA, 147× on exact t-SNE, and 49× on MultinomialNB over cuML."
Blog: flashml-org.github.io
Code: github.com/FlashML-org/...
"Up to 26× on KMeans, 19× on KNN, 40× on HDBSCAN, 208× on TruncatedSVD, 47× on PCA, 147× on exact t-SNE, and 49× on MultinomialNB over cuML."
Blog: flashml-org.github.io
Code: github.com/FlashML-org/...
After a lot of hiccups finally finished recording my next series on cuML!
June 27, 2025 at 2:19 AM
After a lot of hiccups finally finished recording my next series on cuML!
Castle Howard Lake.
Finished the year on 120sp. & 125 cuml. over 2 years watching.
Undoubted highlight being the Bittern, seen in flight 04/09 and in open view feeding on 10/11. 1st record here since 1877 when one was recorded by shooting it!
RT Gavia nice too on 17/11, a much wished for species.
Finished the year on 120sp. & 125 cuml. over 2 years watching.
Undoubted highlight being the Bittern, seen in flight 04/09 and in open view feeding on 10/11. 1st record here since 1877 when one was recorded by shooting it!
RT Gavia nice too on 17/11, a much wished for species.
January 1, 2026 at 1:31 PM
Castle Howard Lake.
Finished the year on 120sp. & 125 cuml. over 2 years watching.
Undoubted highlight being the Bittern, seen in flight 04/09 and in open view feeding on 10/11. 1st record here since 1877 when one was recorded by shooting it!
RT Gavia nice too on 17/11, a much wished for species.
Finished the year on 120sp. & 125 cuml. over 2 years watching.
Undoubted highlight being the Bittern, seen in flight 04/09 and in open view feeding on 10/11. 1st record here since 1877 when one was recorded by shooting it!
RT Gavia nice too on 17/11, a much wished for species.
Naughty French kissin!
bsky.app/profile/cuml...
bsky.app/profile/cuml...
July 3, 2026 at 8:55 PM
Naughty French kissin!
bsky.app/profile/cuml...
bsky.app/profile/cuml...
India Babe smoky cuml
March 18, 2025 at 9:43 AM
India Babe smoky cuml
{cuda.ml} v0.4 is out! It brings GPU-accelerated machine learning with NVIDIA RAPIDS cuML to R.
It now handles CUDA/RAPIDS setup automatically—no manual CUDA or RAPIDS installation needed.
It also adds first-class tidymodels support.
opensource.posit.co/blog/2026-08...
It now handles CUDA/RAPIDS setup automatically—no manual CUDA or RAPIDS installation needed.
It also adds first-class tidymodels support.
opensource.posit.co/blog/2026-08...
cuda.ml 0.4.0: GPU-accelerated machine learning from R
cuda.ml 0.4.0 simplifies installation, expands tidymodels integration and tree-ensemble inference, and adds portable persistence for supported fitted models.
opensource.posit.co
August 21, 2026 at 2:49 PM
{cuda.ml} v0.4 is out! It brings GPU-accelerated machine learning with NVIDIA RAPIDS cuML to R.
It now handles CUDA/RAPIDS setup automatically—no manual CUDA or RAPIDS installation needed.
It also adds first-class tidymodels support.
opensource.posit.co/blog/2026-08...
It now handles CUDA/RAPIDS setup automatically—no manual CUDA or RAPIDS installation needed.
It also adds first-class tidymodels support.
opensource.posit.co/blog/2026-08...
playing around with nvidia's cuML tonight on stream. see yall at 8pm ET if you like machine learning and baseball data
March 29, 2025 at 11:07 PM
playing around with nvidia's cuML tonight on stream. see yall at 8pm ET if you like machine learning and baseball data
ML folks: I'm trying to run HDBSCAN on a dataset of 10s or 100s of millions of points. I'm considering NVIDIA's cuML implementation for GPU acceleration, vs. fast_hdbscan's parallelized CPU implementation. Do folks have any insights into runtime vs. GPU memory vs. RAM usage on specific hardware?
September 18, 2026 at 8:22 PM
ML folks: I'm trying to run HDBSCAN on a dataset of 10s or 100s of millions of points. I'm considering NVIDIA's cuML implementation for GPU acceleration, vs. fast_hdbscan's parallelized CPU implementation. Do folks have any insights into runtime vs. GPU memory vs. RAM usage on specific hardware?
Want to speed up your scikit-learn models by 50–175× with zero code changes?
NVIDIA cuML now offers acceleration with no API code changes required!
NVIDIA cuML now offers acceleration with no API code changes required!
March 27, 2025 at 4:06 PM
Want to speed up your scikit-learn models by 50–175× with zero code changes?
NVIDIA cuML now offers acceleration with no API code changes required!
NVIDIA cuML now offers acceleration with no API code changes required!
amin hocam cuml. Fjjdjd eh iste ortalama turk erkegi
June 26, 2023 at 2:49 PM
amin hocam cuml. Fjjdjd eh iste ortalama turk erkegi
Thanks, NVIDIA and Dell for sponsoring a series of videos on my channel. This will the first in many videos that cover working with big data vai CUDA-Accelerated Python packages, like cuDF, cuGraph, and cuML.
Video: youtu.be/7zxUnXHhdfc
#MachineLearning
Video: youtu.be/7zxUnXHhdfc
#MachineLearning
What is Big Data and Scalability
YouTube video by Python Tutorials for Digital Humanities
youtu.be
February 3, 2025 at 1:11 PM
Thanks, NVIDIA and Dell for sponsoring a series of videos on my channel. This will the first in many videos that cover working with big data vai CUDA-Accelerated Python packages, like cuDF, cuGraph, and cuML.
Video: youtu.be/7zxUnXHhdfc
#MachineLearning
Video: youtu.be/7zxUnXHhdfc
#MachineLearning
Практическое введение в cuML для рабочих процессов машинного обучения с ускорением на GPU
Эта статья предлагает практическое введение в Python для
#gpu #machinelearning #ml
Эта статья предлагает практическое введение в Python для
#gpu #machinelearning #ml
A Hands-On Introduction to cuML for GPU-Accelerated Machine Learning Workflows
machinelearningmastery.com
September 23, 2025 at 1:43 PM
Практическое введение в cuML для рабочих процессов машинного обучения с ускорением на GPU
Эта статья предлагает практическое введение в Python для
#gpu #machinelearning #ml
Эта статья предлагает практическое введение в Python для
#gpu #machinelearning #ml
One of my most favorite v/ocal/oid songs popped up in the playlist again. =w =
www.youtube.com/watch?v=cUmL...
www.youtube.com/watch?v=cUmL...
Hatsune Miku Elevator Music
YouTube video by videoman190
www.youtube.com
December 12, 2025 at 12:19 AM
One of my most favorite v/ocal/oid songs popped up in the playlist again. =w =
www.youtube.com/watch?v=cUmL...
www.youtube.com/watch?v=cUmL...
Token One
Mushroom by Can
When I saw mushroom head
When I saw mushroom head
When I saw mushroom head
I was born and I was dead
I was born and I was dead
m.youtube.com/watch?v=cUMl...
Mushroom by Can
When I saw mushroom head
When I saw mushroom head
When I saw mushroom head
I was born and I was dead
I was born and I was dead
m.youtube.com/watch?v=cUMl...
Mushroom
Provided to YouTube by Universal Music GroupMushroom · CanTago Mago℗ 2011 Spoon Records℗ Digital Remaster 2004 The copyright in this sound recording is owne...
m.youtube.com
April 13, 2024 at 12:59 PM
Token One
Mushroom by Can
When I saw mushroom head
When I saw mushroom head
When I saw mushroom head
I was born and I was dead
I was born and I was dead
m.youtube.com/watch?v=cUMl...
Mushroom by Can
When I saw mushroom head
When I saw mushroom head
When I saw mushroom head
I was born and I was dead
I was born and I was dead
m.youtube.com/watch?v=cUMl...
Amin cuml. Validenin ellerinden operiz bu vesileyle :)
June 26, 2023 at 4:29 PM
Amin cuml. Validenin ellerinden operiz bu vesileyle :)
Bit of good news. I picked up two sponsors for my Python YouTube channel: Dell and NVIDIA. I'll be making a few series showcasing NVIDIA's libraries: cuDF, cuGraph, and cuML. Anyone have suggestions for a large humanities dataset for the cuDF or cuGraph videos/notebooks? I will have 32 GB of VRAM.
December 29, 2024 at 4:13 PM
Bit of good news. I picked up two sponsors for my Python YouTube channel: Dell and NVIDIA. I'll be making a few series showcasing NVIDIA's libraries: cuDF, cuGraph, and cuML. Anyone have suggestions for a large humanities dataset for the cuDF or cuGraph videos/notebooks? I will have 32 GB of VRAM.
Successful 1sr live stream of the series! We scoped a few projects for an hour. Next week we start building. #scikitlearn #scikitimage #tensorflow #rapids #cuML #pyscript #numba #scipy #jupyter #wagtail
Check the replay: www.youtube.com/live/aHunV_U...
Check the replay: www.youtube.com/live/aHunV_U...
Workshop Wednesday: Engineering Star Trek with Data Science
YouTube video by The Bajoran Engineer @ SciPy 2025
www.youtube.com
July 16, 2025 at 9:11 PM
Successful 1sr live stream of the series! We scoped a few projects for an hour. Next week we start building. #scikitlearn #scikitimage #tensorflow #rapids #cuML #pyscript #numba #scipy #jupyter #wagtail
Check the replay: www.youtube.com/live/aHunV_U...
Check the replay: www.youtube.com/live/aHunV_U...
Ömer Faruk Gergerlioğlu: "...Keşke bu gençler dağa çıkmasa ve 41 yıl önce mesele hallolsaydı... ...Silahları yakan biri olmalıydı, yani bir taraf radikal adımı atan olmalıydı..."
📰Detaylar: www.omerfarukgergerlioglu.com/basin/5-cuml...
📰Detaylar: www.omerfarukgergerlioglu.com/basin/5-cuml...
5 Cümlede 5 Şahsiyet ile Silahlara Elveda Seremonisi
13 Temmuz 2025
Perspektif - Naman Bakaç
Gazeteci-yazar İlhami Işık (Balıkçı), City University of New York’tan Prof. Dr. Mücahit Bilici, DEM Parti Kocaeli Milletvekili Ömer Faruk Gergerlioğlu, Kü...
www.omerfarukgergerlioglu.com
July 14, 2025 at 11:48 AM
Ömer Faruk Gergerlioğlu: "...Keşke bu gençler dağa çıkmasa ve 41 yıl önce mesele hallolsaydı... ...Silahları yakan biri olmalıydı, yani bir taraf radikal adımı atan olmalıydı..."
📰Detaylar: www.omerfarukgergerlioglu.com/basin/5-cuml...
📰Detaylar: www.omerfarukgergerlioglu.com/basin/5-cuml...