Python

Oct 02, 2024

Webinar: Accelerating Python with GPUs

Join us on October 9 to learn how your applications can benefit from NVIDIA CUDA Python software initiatives.
1 MIN READ
Sep 19, 2024

Just Released: Torch-TensorRT v2.4.0

Includes C++ runtime support in Windows Support, Enhanced Dynamic Shape support in Converters, PyTorch 2.4, CUDA 12.4, TensorRT 10.1, Python 3.12.
1 MIN READ
Aug 02, 2024

Just Released: Nsight Compute 2024.3

Nsight Compute 2024.3 improves selectively exporting results into a new report, kernel name logging to debug empty reports, and profiling green contexts.
1 MIN READ
Jul 09, 2024

Just Released: nvmath-python

nvmath-python is an open-source Python library that provides high performance access to the core mathematical operations in the NVIDIA Math Libraries. Available...
1 MIN READ
A man working at a laptop.
Jul 03, 2024

Maximize GPU performance with Near-Real-Time Usage Stats on NVDashboard v0.10

At NVIDIA GTC 2024, the RAPIDS team demonstrated new features on NVDashboard v0.10 a dashboard that runs on JupyterLab, for monitoring GPU usage to help...
6 MIN READ
Nsight Compute screenshot.
May 22, 2024

Just Released: Nsight Compute 2024.2

Nsight Compute 2024.2 adds Python syntax highlighting and call stacks, a redesigned report header, and source page statistics to make CUDA optimization easier.
1 MIN READ
An illustration representing LLM optimization.
Feb 21, 2024

NVIDIA TensorRT-LLM Revs Up Inference for Google Gemma 

NVIDIA is collaborating as a launch partner with Google in delivering Gemma, a newly optimized family of open models built from the same research and technology...
4 MIN READ
Jan 30, 2024

Create, Share, and Scale Enterprise AI Workflows with NVIDIA AI Workbench, Now in Beta

NVIDIA AI Workbench is now in beta, bringing a wealth of new features to streamline how enterprise developers create, use, and share AI and machine learning...
10 MIN READ
Nov 13, 2023

NVIDIA Deep Learning Institute Launches Science and Engineering Teaching Kit

AI is quickly becoming an integral part of diverse industries, from transportation and healthcare to manufacturing and finance. AI powers chatbots, recommender...
5 MIN READ
Nov 08, 2023

New Workshop: Rapid Application Development Using Large Language Models

Interested in developing LLM-based applications? Get started with this exploration of the open-source ecosystem.
1 MIN READ
Illustration: CuPy faster than NumPy
Nov 06, 2023

ICYMI: Leveraging the Power of GPUs with CuPy in Python

See how KDNuggets achieved 500x speedup using CuPy and NVIDIA CUDA on 3D arrays.
1 MIN READ
Oct 11, 2023

Announcing NVIDIA SteerLM: A Simple and Practical Technique to Customize LLMs During Inference

With the advent of large language models (LLMs) such as GPT-3, Megatron-Turing, Chinchilla, PaLM-2, Falcon, and Llama 2, remarkable progress in natural language...
10 MIN READ
Sep 21, 2023

Just Released: NVIDIA Modulus 23.09

NVIDIA Modulus 23.09 is now available, providing ease-of-use updates, fixes, and other enhancements.
1 MIN READ
Fundamentals of Deep Learning workshop promo.
Sep 08, 2023

Workshop: Fundamentals of Deep Learning

Learn key techniques and tools required to train a deep learning model in this virtual hands-on workshop.
1 MIN READ
A woman working at a laptop.
Aug 30, 2023

New Video Tutorial: Profiling and Debugging NVIDIA CUDA Applications

Episode 5 of the NVIDIA CUDA Tutorials Video series is out. Jackson Marusarz, product manager for Compute Developer Tools at NVIDIA, introduces a suite of tools...
2 MIN READ
Aug 22, 2023

Simplifying GPU Application Development with Heterogeneous Memory Management

Heterogeneous Memory Management (HMM) is a CUDA memory management feature that extends the simplicity and productivity of the CUDA Unified Memory programming...
16 MIN READ