Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#GPU Acceleration

Showing: 79 courses
The Julia Programming Language

Fast, Elegant, Set-oriented Numerical Analysis Using GAIO.jl

0 rewiews
Explore GAIO.jl for fast, elegant set-oriented numerical analysis in Julia. Learn to compute attractors, leverage multiple dispatch, and utilize GPU acceleration for enhanced performance.
Add to list
1 Lesons
27 minutes
On-Demand
Free-Video
MolSoft Molecules in Silico

Highlights of Recent ICM Developments: GPU Acceleration, Applications, and More

0 rewiews
Explore recent ICM developments, including GPU acceleration and applications. Discover advancements in molecular modeling, docking, and AI tools for computational chemistry.
Add to list
11 Lesons
25 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Continuously Improving Large Scale Recommenders with MLOps Tools and Practices

0 rewiews
Leverage MLOps tools and practices to operationalize and continuously improve recommendation systems at scale using NVIDIA Merlin and Kubeflow on Google Kubernetes Engine.
Add to list
1 Lesons
36 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

ML Training Acceleration with Heterogeneous Resources in ByteDance

0 rewiews
探讨如何利用字节跳动的异构计算资源加速机器学习模型训练,包括GPU共享机制、NUMA亲和性资源分配和RDMA网络通信等技术。
Add to list
6 Lesons
19 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

New Advances for Cross-Platform AI Applications in Docker

0 rewiews
Explore innovative methods for enhancing cross-platform GPU/AI workloads in containers, focusing on Docker's WebGPU integration for flexible GPU utilization and portable LLM inference applications.
Add to list
1 Lesons
36 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

How Volcano Enables the Next Wave of Intelligent Applications

0 rewiews
Volcano优化AI和大数据应用，提供作业管理、调度策略、异构硬件支持和性能优化，助力智能应用发展，加速GPU/NPU训练效率，优化大规模集群资源利用。
Add to list
1 Lesons
26 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Instalación de Nvidia Cudnn y Primeros Pasos con NVCC en C++

0 rewiews
Aprende a instalar Cudnn, la biblioteca de redes neuronales profundas de CUDA, y comienza a desarrollar aplicaciones de aprendizaje automático con soporte GPU en C++.
Add to list
1 Lesons
41 minutes
On-Demand
Free-Video
UbuCon Asia

CUDA with WSL2 and Ubuntu without Docker

0 rewiews
WSL2와 Ubuntu에서 Docker 없이 CUDA 사용하기: 아키텍처 이해부터 설치, GPU 가속 딥러닝 코드 실행까지 실습을 통해 알아보는 WSL2 환경에서의 CUDA 활용법
Add to list
1 Lesons
28 minutes
On-Demand
Free-Video
Inside Livermore Lab

MFEM Workshop 2023 - Student Lightning Talks Part 2

0 rewiews
Explore cutting-edge research in high-order mathematical calculations for scientific simulations through student presentations on neural networks, GPU acceleration, and Monte Carlo methods.
Add to list
1 Lesons
25 minutes
On-Demand
Free-Video
Inside Livermore Lab

High-Order Solvers and GPU Acceleration for MFEM - Workshop 2022

0 rewiews
Explore high-order finite element methods, GPU acceleration, and matrix-free solvers for scientific simulations using MFEM. Learn about low-order-refined preconditioning and adaptive mesh refinement.
Add to list
1 Lesons
25 minutes
On-Demand
Free-Video
Inside Livermore Lab

BlastFEM: GPU-Accelerated, High-Performance, Energy-Efficient Solver for Highly Compressible Flows

0 rewiews
Explore GPU-accelerated solver for highly compressible flows, enhancing efficiency in scientific simulations across various applications. Learn about blastFEM's capabilities for next-generation computational modeling.
Add to list
1 Lesons
20 minutes
On-Demand
Free-Video
Databricks

Modernizing Apache Spark 3.0 Applications - Best Practices and Optimization Techniques

0 rewiews
Optimize legacy Spark applications for 3.0: leverage Adaptive Query Execution, columnar processing, GPU acceleration, and ML integration. Concrete examples and lessons from modernizing analytics workloads.
Add to list
15 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Accelerating Apache Spark with GPUs Using RAPIDS

0 rewiews
Explore GPU acceleration for data science with RAPIDS, offering significant performance gains over CPU-only solutions. Learn its functionality, architecture, and integration with Apache Spark for large-scale computation.
Add to list
10 Lesons
36 minutes
On-Demand
Free-Video
Databricks

Deep Dive into GPU Support in Apache Spark 3.x - Accelerator-Aware Scheduling and RAPIDS Plugin

0 rewiews
Explore GPU acceleration in Apache Spark 3.x, covering task scheduling, columnar processing, and the RAPIDS plugin for enhanced ETL, ML, and DL performance without code changes.
Add to list
22 Lesons
47 minutes
On-Demand
Free-Video
Nvidia

GPU-Acceleration for Pandas, NetworkX, and Apache Spark MLlib - Accelerating Data Science Tools

0 rewiews
Discover GPU-accelerated data science tools for pandas, NetworkX, and Apache Spark MLlib. Learn about RAPIDS cuDF, accelerated data processing, and optimizing machine learning pipelines for enhanced performance and accessibility.
Add to list
7 Lesons
21 minutes
On-Demand
Free-Video
GAIA

Pandas 2, Dask or Polars? Quickly Tackling Larger Data on a Single Machine

0 rewiews
Explore Pandas 2, Dask, and Polars for efficient large data processing on a single machine. Compare features, performance, and ecosystem compatibility to choose the best tool for your research workflow.
Add to list
1 Lesons
28 minutes
On-Demand
Free-Video
The Cherno

Rendering a Sphere Using Ray Tracing - Ray Tracing Series

0 rewiews
Learn to render a sphere using ray tracing techniques in C++. Covers creating a Renderer class, structuring code like a pixel shader, and implementing sphere rendering with optimized performance.
Add to list
1 Lesons
39 minutes
On-Demand
Free-Video
Adobe

Dynamic Link Masterclass - After Effects and Premiere Pro Workflows

0 rewiews
Explore seamless integration between After Effects and Premiere Pro using Dynamic Link. Learn efficient workflows, real-time previews, and advanced techniques for enhanced video editing and motion graphics.
Add to list
15 Lesons
57 minutes
On-Demand
Free-Video
CG Cookie

Reinventing Virtual Production with Jetset

0 rewiews
Innovative virtual production techniques using Blender, minimal stage setup, and Jetset Cine app for high-quality VFX with a small crew. Demonstrates cost-effective methods for feature film-level results.
Add to list
1 Lesons
18 minutes
On-Demand
Free-Video
Center For Computational Relativity and Gravitation

GRaMX: A New GPU-Accelerated Dynamical Spacetime GRMHD Code

0 rewiews
Explore GRaMX, a cutting-edge GPU-accelerated dynamical spacetime GRMHD code, and its applications in computational relativity and gravitation.
Add to list
1 Lesons
39 minutes
On-Demand
Free-Video
Nvidia

Improvements to NVIDIA CUDA and Deep Learning Libraries - Session 1

0 rewiews
Explore NVIDIA's latest AI tech advancements, including CUDA Graphs, WMMA, and cuDNN. Learn about performance improvements, Tensor Cores, and new features for deep learning acceleration.
Add to list
30 Lesons
42 minutes
On-Demand
Free-Video
Linux Foundation

Beyond CUDA: GPU Accelerated Machine Learning on Cross-Vendor Graphics Cards with Vulkan Kompute

0 rewiews
Explore GPU-accelerated machine learning across multiple vendors using Vulkan Kompute. Learn parallel processing options, Vulkan basics, and implement a linear regression example on diverse graphics cards.
Add to list
19 Lesons
29 minutes
On-Demand
Free-Video
Microsoft

Unlock AI Innovation with Azure AI Infrastructure

0 rewiews
Explore Azure's GPU-accelerated clusters for AI model training and inference, integrating with Azure Machine Learning and third-party solutions to drive AI innovation.
Add to list
1 Lesons
44 minutes
On-Demand
Free-Video
X.Org Foundation

Wayland Driver for Wine: Development Journey and Implementation Challenges

0 rewiews
Explore the development journey of Wine's Wayland driver, from experimental beginnings to full GPU acceleration support, including technical challenges and solutions for Windows-Wayland compatibility.
Add to list
1 Lesons
43 minutes
On-Demand
Free-Video
X.Org Foundation

Advanced Color Management on Linux with AMD and Steam Deck

0 rewiews
Dive into AMD display driver architecture and color management implementation for Linux systems, focusing on HDR capabilities and SteamOS integration for enhanced gaming experiences.
Add to list
1 Lesons
21 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Accelerate Your GenAI Model Inference with Ray and Kubernetes

0 rewiews
Explore serving large GenAI models efficiently using KubeRay on Kubernetes with hardware accelerators. Learn to scale workloads, optimize performance, and reduce costs for production-ready AI inference.
Add to list
1 Lesons
28 minutes
On-Demand
Free-Video
StatQuest with Josh Starmer

Introduction to Coding Neural Networks with PyTorch and Lightning

0 rewiews
Aprenda a codificar redes neurais eficientemente com PyTorch e Lightning, simplificando o processo, melhorando a portabilidade e otimizando a taxa de aprendizagem automaticamente.
Add to list
6 Lesons
21 minutes
On-Demand
Free-Video
IEEE

CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU

0 rewiews
Explore GPU-accelerated privacy-preserving machine learning techniques for enhanced performance and scalability in image classification and private training.
Add to list
13 Lesons
15 minutes
On-Demand
Free-Video
James Briggs

GPU-Acceleration for PyTorch on M1 Macs - Using with BERT

0 rewiews
Explore GPU acceleration for PyTorch on M1 Macs, including installation, implementation with BERT, and best practices for training large language models on Mac hardware.
Add to list
8 Lesons
19 minutes
On-Demand
Free-Video
The Cherno

Adding an Interactive 3D Camera System - Ray Tracing Series

0 rewiews
Learn to implement an interactive 3D camera system for ray tracing, covering camera mechanics, class creation, ray direction calculations, and integration into a ray tracing application.
Add to list
5 Lesons
28 minutes
On-Demand
Free-Video
Samuel Chan

PyTorch Datasets, DataLoaders and Transforms - GPU Series Part 3

0 rewiews
Explore PyTorch's data handling tools: Datasets, DataLoaders, and Transforms. Learn to prepare, visualize, and optimize data for GPU-accelerated deep learning using Fashion-MNIST dataset.
Add to list
5 Lesons
30 minutes
On-Demand
Free-Video
Samuel Chan

Introduction to Tensors - PyTorch with GPU Series Part 2

0 rewiews
Explore tensor initialization, GPU usage, operations, memory sharing, and profiling in PyTorch for efficient deep learning model development.
Add to list
6 Lesons
29 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Scaling NumPy Applications from 1 CPU to Thousands of GPUs - IPAM at UCLA

0 rewiews
Discover cuNumeric: a NumPy replacement enabling Python applications to scale across multiple nodes and leverage GPU acceleration for enhanced performance and dataset handling.
Add to list
1 Lesons
37 minutes
On-Demand
Free-Video
Nvidia

Building a Winning Deep Learning Recommender System - Grandmaster Series Episode 5

0 rewiews
Learn how Kaggle Grandmasters built a winning Deep Learning Recommender System for Booking.com, using matrix factorization, ensemble models, and data augmentation techniques. Gain insights into GPU-accelerated recommender systems.
Add to list
10 Lesons
49 minutes
On-Demand
Free-Video
Nvidia

Efficient Data Loading Using DALI for Deep Learning Applications

0 rewiews
Accelerate deep learning applications with efficient data loading pipelines using NVIDIA's DALI library. Explore augmentation, documentation, and performance optimization techniques.
Add to list
7 Lesons
23 minutes
On-Demand
Free-Video
Nvidia

DeepStream SDK - Accelerating Real-Time AI-Based Video and Image Analytics

0 rewiews
Accelerate real-time AI-based video and image analytics with DeepStream SDK. Learn about flexible deployment, architecture, and applications in retail, smart cities, manufacturing, and logistics.
Add to list
33 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Nvidia

Boosted Trees and Deep Neural Networks for Better Recommender Systems

0 rewiews
Explore GPU-accelerated boosted trees and deep neural networks for building winning recommender systems, featuring insights from Kaggle Grandmasters on the ACM RecSys Challenge.
Add to list
6 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Nvidia

Getting Started with Caffe - Deep Learning Framework Introduction - Class 3

0 rewiews
Learn to define, train, and deploy Deep Neural Networks using Caffe framework. Covers data management, network definition, training monitoring, and deployment for classification or feature extraction.
Add to list
45 Lesons
1 hour 1 minute
On-Demand
Free-Video
Nvidia

Advanced Rendering Solutions - NVIDIA ARC and Frameworks

0 rewiews
Explore NVIDIA's advanced rendering solutions, including mental ray, iray, and OptiX. Gain insights into integrating and accelerating graphics pipelines for cutting-edge visual effects and simulations.
Add to list
18 Lesons
54 minutes
On-Demand
Free-Video
IEEE

Visual Rendering Techniques - Session 26

0 rewiews
Explore advanced techniques in visual rendering, covering cutting-edge methods for creating realistic and immersive digital imagery in various applications.
Add to list
1 Lesons
1 hour 38 minutes
On-Demand
Free-Video
The Cherno

Path Tracing - Introduction to Ray Tracing Series

0 rewiews
Explore path tracing in ray tracing, including accumulation techniques and sample gathering. Learn to create photo-realistic digital imagery with optimized C++ implementation and GPU acceleration.
Add to list
1 Lesons
23 minutes
On-Demand
Free-Video
Scala Days Conferences

GPU Accelerated Deep Learning for Scala 3 with Storch

0 rewiews
Discover Storch, a new PyTorch-based library for GPU-accelerated deep learning in Scala 3. Learn about tensor operations, automatic differentiation, and neural network APIs for building enterprise-grade machine learning applications.
Add to list
1 Lesons
43 minutes
On-Demand
Free-Video
USENIX

Fast Vector Query Processing for Large Datasets Beyond GPU Memory with Reordered Pipelining

0 rewiews
Innovative GPU-accelerated system for efficient vector query processing on large datasets, overcoming memory limitations and outperforming existing solutions in performance and cost-effectiveness.
Add to list
1 Lesons
15 minutes
On-Demand
Free-Video
Venelin Valkov

Real-World PyTorch: From Zero to Hero in Deep Learning and LLMs - Tensors, Operations, Model Training

0 rewiews
Comprehensive PyTorch tutorial covering tensors, operations, GPU usage, datasets, neural networks, and model training. Hands-on examples for mastering deep learning and LLMs.
Add to list
11 Lesons
1 hour 8 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Accelerating AI Workloads with GPUs in Kubernetes

0 rewiews
Explore GPU acceleration for AI in Kubernetes, covering resource-sharing, configuration, scheduling, and scalability. Learn key capabilities and challenges for efficient AI/ML workloads in cloud environments.
Add to list
1 Lesons
15 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Enable GPU-Acceleration Without Worrying About Managing Device Drivers

0 rewiews
Discover an operator-based approach for seamless GPU driver management in Kubernetes, enabling AI/ML workloads with minimal disruption and supporting diverse hardware configurations.
Add to list
1 Lesons
38 minutes
On-Demand
Free-Video
USENIX

ROLLER - Fast and Efficient Tensor Compilation for Deep Learning

0 rewiews
Introduces ROLLER, a fast tensor compilation approach for deep learning using rTile abstraction and recursive construction, generating efficient kernels in seconds for various accelerators.
Add to list
11 Lesons
15 minutes
On-Demand
Free-Video
WeAreDevelopers

Snap ML - A Highly-Accelerated, Scalable Software Library for Machine Learning

0 rewiews
Discover Snap ML, a high-performance framework for training generalized linear models. Learn about its GPU acceleration, pipelining, and distributed computing capabilities for faster machine learning on large-scale datasets.
Add to list
1 Lesons
42 minutes
On-Demand
Free-Video
USENIX

VectorVisor - A Binary Translation Scheme for Throughput-Oriented GPU Acceleration

0 rewiews
Explore VectorVisor, a novel GPU acceleration approach for server-side applications, offering improved throughput and cost-efficiency through vectorized binary translation and CPU thread emulation.
Add to list
1 Lesons
25 minutes
On-Demand
Free-Video
EuroPython Conference

GPU Acceleration of a Global Atmospheric Model Using Python Based Multi-Platform

0 rewiews
Explore GPU acceleration for global atmospheric models using PyMIP, a Python module integrating C, Fortran, CUDA, and OpenCL. Learn about performance improvements and multi-platform compatibility for weather forecasting and climate prediction.
Add to list
1 Lesons
29 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Production Multi-node Jobs with Gang Scheduling, K8s, GPUs and RDMA

0 rewiews
Explore distributed execution of DL/ML jobs in Kubernetes, covering gang scheduling, GPU acceleration, and high-speed networking for improved performance and scalability.
Add to list
19 Lesons
33 minutes
On-Demand
Free-Video
JSConf

JavaScript on the GPU

0 rewiews
Explore GPU-accelerated JavaScript programming techniques for enhanced performance and efficiency in web applications.
Add to list
1 Lesons
31 minutes
On-Demand
Free-Video
Rust

Ochre - Highly Portable GPU-Accelerated Vector Graphics

0 rewiews
Explore GPU-accelerated vector graphics with Ochre, a Rust library designed for portability across diverse hardware. Learn about performance optimization and API design for modern user interfaces.
Add to list
9 Lesons
22 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps: Using GPUs in Local, Docker, and Docker Compose Environments

0 rewiews
Aprende a instalar PyTorch con soporte GPU y configura Docker y Docker Compose para aprovechar el poder de procesamiento gráfico en tus proyectos de aprendizaje automático.
Add to list
1 Lesons
12 minutes
On-Demand
Free-Video
The ASF

Bringing LLMs Everywhere Through Machine Learning Compilation

0 rewiews
Explore machine learning compilation techniques to deploy large language models on diverse devices, from PCs to mobile phones, using GPU acceleration and Apache TVM.
Add to list
1 Lesons
25 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Accelerating Python Code with Numba and CuPy for Machine Learning

0 rewiews
Boost Python code execution with GPU acceleration and compilation using Numba and Cupy for machine learning tasks.
Add to list
1 Lesons
21 minutes
On-Demand
Free-Video
DevConf

GPU Accelerated Containers on Apple Silicon with libkrun and podman machine

0 rewiews
Explore GPU-accelerated containers on Apple Silicon using libkrun and podman machine. Learn to run AI workloads efficiently in containers, leveraging macOS hardware for optimal performance.
Add to list
1 Lesons
16 minutes
On-Demand
Free-Video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich

VENOM: A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores

0 rewiews
Explore VENOM, a vectorized N:M format for sparse tensor cores. Learn about high-performance sparse libraries and second-order pruning techniques for efficient deep learning model sparsification.
Add to list
6 Lesons
25 minutes
On-Demand
Free-Video
Launchpad

LivePortrait - Efficient Portrait Animation with Stitching and Retargeting Control

0 rewiews
Innovative framework for video-driven portrait animation, balancing efficiency and control. Utilizes implicit keypoints, large-scale training, and advanced modules for superior performance and speed.
Add to list
1 Lesons
10 minutes
On-Demand
Free-Video
Java

Best of Java Performance - JVM Language Summit 2024 Highlights

0 rewiews
Explore cutting-edge JVM advancements: Valhalla, Leyden, Lilliput, and Babylon projects. Discover performance improvements, faster startup, better memory management, and GPU acceleration for Java.
Add to list
5 Lesons
11 minutes
On-Demand
Free-Video
USENIX

Quant-LLM: Accelerating Large Language Model Serving via FP6-Centric Algorithm-System Co-Design

0 rewiews
Innovative GPU kernel design enables efficient 6-bit quantization for large language models, significantly improving inference speed while maintaining quality across various applications.
Add to list
1 Lesons
19 minutes
On-Demand
Free-Video
Nvidia

Building LLM Assistants with LlamaIndex, NVIDIA NIM, and Milvus - LLM App Development

0 rewiews
Learn to create a Q&A chatbot using NVIDIA NIM for embeddings, Milvus for storage, Llama3 for inference, and LlamaIndex for seamless integration in this comprehensive tutorial.
Add to list
1 Lesons
12 minutes
On-Demand
Free-Video
Devoxx

Optimizing the Performance of Machine Learning in Enterprise Java SaaS with GraalVM, Python and CUDA

0 rewiews
Enhance Java SaaS with GraalVM: integrate Python ML libraries, leverage GPU acceleration for model training, and implement recommender systems in enterprise applications.
Add to list
1 Lesons
45 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Target-Speaker Methods for Speech Recognition - Overlapping Speech Solutions

0 rewiews
Explore advanced techniques for multi-talker ASR, including GPU-accelerated processing, wake-word leveraging, and self-supervised models to improve speech recognition in challenging environments.
Add to list
1 Lesons
52 minutes
On-Demand
Free-Video
Java

Heterogeneous Accelerator Toolkit (HAT) Update - Project Babylon and GPU Acceleration in Java

0 rewiews
Explore updates on Java's Heterogeneous Accelerator Toolkit (HAT) project, focusing on GPU acceleration, programming models, and integration with Babylon and Panama FFM. Includes demos and future plans.
Add to list
1 Lesons
46 minutes
On-Demand
Free-Video
MICDE University of Michigan

LLMs on Polaris - Tutorial 5

0 rewiews
Explore large language model deployment on Polaris supercomputer, focusing on efficient scaling and performance optimization techniques.
Add to list
1 Lesons
32 minutes
On-Demand
Free-Video
Xanadu

Quantum Computing with the NVIDIA Platform

0 rewiews
Explore quantum computing advancements using NVIDIA's platform, featuring insights from industry experts on cutting-edge developments and practical applications.
Add to list
1 Lesons
41 minutes
On-Demand
Free-Video
Linux Foundation

LLMs Anywhere - Browser Deployment with Wasm and WebGPU

0 rewiews
Explore deploying ML models in browsers using Wasm and WebGPU. Learn to optimize performance, reduce cloud dependency, and enhance accessibility for efficient browser-based machine learning.
Add to list
1 Lesons
31 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

LLMs Anywhere - Browser Deployment with Wasm and WebGPU

0 rewiews
Explore deploying ML models in browsers using Wasm and WebGPU, reducing cloud dependency and enabling offline access. Learn practical examples for efficient cross-platform execution and optimized computation.
Add to list
1 Lesons
31 minutes
On-Demand
Free-Video
PyCon US

Hacking Import for Speed: Writing a GPU Accelerator for Pandas

0 rewiews
Explore Python's import system hacking to accelerate pandas on GPU using cuDF. Learn Pythonic proxy patterns and dynamic features to boost performance without code changes.
Add to list
1 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Spark RAPIDS ML - GPU Accelerated Distributed Machine Learning in Spark Clusters

0 rewiews
GPU-accelerated machine learning in Spark using RAPIDS ML, offering significant speedup and cost savings over traditional MLlib implementations for large-scale distributed ML applications.
Add to list
1 Lesons
38 minutes
On-Demand
Free-Video
PyCon US

Hacking Import for Speed: Writing a GPU Accelerator for Pandas

0 rewiews
Explore Python's import system hacking to accelerate pandas on GPU using cuDF. Learn Pythonic proxy patterns and dynamic features to boost performance without code changes.
Add to list
1 Lesons
30 minutes
On-Demand
Free-Video
Applied Singularity

Deploying Deep Learning Models for Inference at Production Scale

0 rewiews
Optimize and deploy AI models at scale using NVIDIA TensorRT and Triton Inference Server. Learn production-ready techniques for efficient inference across various platforms and infrastructures.
Add to list
1 Lesons
1 hour 40 minutes
On-Demand
Free-Video
CppCon

GPU Accelerated Computing and Optimizations on Cross-Vendor Graphics Cards with Vulkan and Kompute

0 rewiews
Explore GPU acceleration and optimizations for cross-vendor graphics cards using Vulkan & Kompute. Learn to implement GPU-accelerated machine learning algorithms and leverage hardware capabilities for performance improvements.
Add to list
17 Lesons
1 hour
On-Demand
Free-Video
GERAD Research Center

PyTorch Tutorial for Deep Learning

0 rewiews
Explore PyTorch for deep learning: implement neural networks, leverage GPU acceleration, and train convolutional models for digit recognition using efficient coding practices.
Add to list
1 Lesons
2 hours
On-Demand
Free-Video
Asia Open RAN Academy

Understanding the Open RAN Value Chain with NVIDIA Aerial Technology

0 rewiews
Explore NVIDIA Aerial's role in Open RAN architecture, focusing on GPU acceleration, network optimization, and integration with 5G radio access networks for enhanced performance and scalability.
Add to list
1 Lesons
24 minutes
On-Demand
Free-Video
All Things Open

Accelerating the Next Generation of Multimedia with GPUs

0 rewiews
Discover how to build high-performance live streaming services using the Babit Multimedia Framework (BMF), leveraging GPU acceleration and multi-language support for advanced video processing and broadcasting.
Add to list
1 Lesons
17 minutes
On-Demand
Free-Video
SNIAVideo

OpenFabrics Alliance Sunfish: Managing Composable Computing and Storage Resources

0 rewiews
Discover how Sunfish framework manages composable computing systems, focusing on CXL memory, GPU accelerators, and fabric-attached storage integration with SNIA Swordfish for efficient resource provisioning.
Add to list
1 Lesons
18 minutes
On-Demand
Free-Video
Unreal Engine

Flora: Creating Realistic 3D Plants with Houdini - GPU-Accelerated Plant Modeling

0 rewiews
Discover how Flora, a new Houdini-based toolset, revolutionizes 3D plant creation by combining generative systems with intuitive controls, GPU acceleration, and seamless Unreal Engine integration.
Add to list
1 Lesons
46 minutes
On-Demand
Free-Video