DEVELOPER BLOG
Tag: Numba
AI / Deep Learning
Jul 09, 2020
Running Python UDFs in Native NVIDIA CUDA Kernels with the RAPIDS cuDF
In this post, I introduce a design and implementation of a framework within RAPIDS cuDF that enables compiling Python user-defined functions (UDF) and inlining…
12 MIN READ
Accelerated Computing
Oct 02, 2017
Seven Things You Might Not Know about Numba
One of my favorite things is getting to talk to people about GPU computing and Python. The productivity and interactivity of Python combined with the high…
17 MIN READ
HPC
Mar 10, 2015
GPU-Accelerated Graph Analytics in Python with Numba
How to use the Numba open-source Python compiler to accelerate PageRank and graph analytics algorithms such as Densest-k-Subgraph on NVIDIA GPUs.
8 MIN READ
Accelerated Computing
Dec 10, 2013
CUDACasts Episode #12: Programming GPUs using CUDA Python
So far in the CUDA Python mini-series on CUDACasts, I introduced you to using the @vectorize decorator and CUDA libraries, two different methods for…
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Accelerated Computing
Oct 29, 2013
CUDACasts Episode #11: GPU Libraries for CUDA Python
In the previous episode of CUDACasts I introduced you to NumbaPro, the high-performance Python compiler from Continuum Analytics, and demonstrated how to…
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Accelerated Computing
Sep 23, 2013
CUDACasts Episode #10: Accelerate Python on GPUs
This week's CUDACast continues the Parallel Forall Python theme kicked off in last week's post by Mark Harris, demonstrating exciting new support for CUDA…
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