Textverarbeitung mit SIMD-Techniken - Effiziente Stringverarbeitung für moderne Anwendungen
Effiziente Textverarbeitung mit SIMD-Techniken: Beschleunigung von String-Operationen durch parallele Verarbeitung mehrerer Zeichen gleichzeitig, für optimierte Leistung in modernen Anwendungen.
Boosting LLM Development and Training Efficiency: Automated Parallelization with MindSpore
Explore automated parallelization for efficient LLM development and training using MindSpore. Learn to optimize distributed training on large-scale clusters without intrusive model modifications, accelerating AI research and implementation.
Introduction to CUDA Programming for Physicists - Lecture 1
Explore CUDA programming fundamentals for physicists, covering essential concepts and techniques to leverage GPU computing in scientific applications.
Instalación de Nvidia Cudnn y Primeros Pasos con NVCC en C++
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++.
AirLLM: Inferencia de LLM de 70 Billones de Parámetros en GPU de 4GB - Español
Aprende a realizar inferencia con un LLM de 70 billones de parámetros en una GPU doméstica de 4GB usando AirLLM. Explora técnicas avanzadas de machine learning y optimización de recursos.
Acelere su Código Python con Numba y Cupy
Acelera tu código Python utilizando Numba y Cupy: compila y mueve a la GPU para optimizar el rendimiento en machine learning y ciencia de datos.
Rapids Machine Learning Training y Feature Engineering en tu GPU con CuML y CuDF
Acelera el entrenamiento de modelos y la ingeniería de características utilizando GPU con CuML y CuDF para optimizar tus flujos de trabajo de aprendizaje automático.
Pandas Transformaciones en Paralelo con Dask y Pandarallel
Optimiza transformaciones de datos con Dask y Pandarallel para procesamiento paralelo eficiente en Pandas, mejorando el rendimiento en grandes conjuntos de datos.
Genus de Grafos de Pancakes y Pancakes Quemados: Cotas Superiores e Inferiores
Explora cotas superiores e inferiores para el genus de grafos de pancakes y sus aplicaciones en bioinformática y computación paralela, utilizando sistemas de rotaciones y técnicas de permutación.
Introduction to CUDA Programming for Physicists - Lecture 4
Explore advanced CUDA concepts for physicists: reduction operations, specialized libraries, and optimizing GPU-accelerated computations for scientific applications.
Creating Intelligent Machines with the Isaac SDK - NVIDIA Webinar
Learn to program, simulate, and deploy robotic applications using NVIDIA's Isaac SDK. Covers codelets, compute-graphs, simulation testing, and Jetson deployment, with hands-on examples and Q&A.
Adventures in Reviewing Mountains of Code
Explore strategies for efficiently reviewing large codebases, including experiments, tools, and unexpected challenges encountered during a 2.6 million line code assessment.
Security of Heterogeneous Systems
Explore microarchitectural attacks on heterogeneous systems, focusing on GPU vulnerabilities. Learn about covert channels, website fingerprinting, and defense strategies for integrated CPU-GPU architectures.
A Full-Wave Electromagnetic Simulator for Frequency-Domain S-Parameter Calculations
Explore an open-source electromagnetic simulator for S-parameter calculations, featuring adaptive mesh refinement, arbitrary order finite elements, and parallel processing using MFEM.
MFEM Workshop 2023 - Recent Developments in Modular Finite Element Methods
Explore recent advancements in MFEM, including GPU optimizations, new mini-apps, and integrations with scientific software libraries for high-order finite element calculations.
Contact Constraint Enforcement Using the Tribol Interface Physics Library - MFEM Workshop 2023
Explore contact constraint enforcement in scientific simulations using Tribol, an open-source library for MFEM. Learn about MPI parallel implementation, Lagrangian methods, and integration with MFEM-based codes.
The OpenAMP Project: Standardizing Interactions in Heterogeneous Embedded Systems
Explore standardization of interactions in heterogeneous embedded systems, OpenAMP project history, working groups, and future developments for simplified software environments.
Passwords 101 - History, Cracking Techniques, and Defenses
Explore password hashing history, cracking techniques, and defenses. Learn about tools, wordlists, custom rules, and CPU vs GPU tradeoffs in this comprehensive overview of password security.
Covariance and Subspace Inference: Handling Robustness, Variability and Heterogeneity
Explore covariance matrix inference and PCA for non-regular data, covering mixed effects models, Gaussian assumptions, outlier handling, and applications in radio-interferometry calibration and imaging.
Accelerated Audio Computing: From Problem to Solution
Explore accelerated audio computing advancements: technology progress, use cases, SDK vision, and industry standards. Engage in shaping the future of GPU-powered audio processing.
Password Cracking: Past, Present, Future - Keynote
Explore the evolution and future of password cracking techniques with insights from a renowned security expert. Gain valuable knowledge on cybersecurity challenges and solutions.