Tagged | GPU

• Scientists Develop 3D Simulation of a Living Cell

  (blogs.nvidia.com)

  #GPU #graphics #research #simulation

• Deep Learning vs Machine Learning Challenger Models for Default Risk with Explainability

  (developer.nvidia.com)

  #AI #machine-learning #GPU

• Visualizing Depth Precision

  (developer.nvidia.com)

  #GPU #graphics #visualisation

• Improving GPU Memory Oversubscription Performance

  (developer.nvidia.com)

  #performance #GPU #memory-management #systems

• Accelerating Billion Vector Similarity Searches with GPUs

  (developer.nvidia.com)

  #image-processing #search #GPU

• GPU Accelerating Node.js JavaScript for Visualization and Beyond

  (developer.nvidia.com)

  #javascript #GPU #rendering #graphics

• Achieving FP32 Accuracy for INT8 Inference Using Quantization Aware Training with NVIDIA TensorRT

  (developer.nvidia.com)

  #machine-learning #hardware #GPU #computation

• Fully Sharded Data Parallel: faster AI training with fewer GPUs

  (engineering.fb.com)

  #machine-learning #hardware #GPU #systems

• Continuously Improving Recommender Systems for Competitive Advantage Using NVIDIA Merlin and MLOps

  (developer.nvidia.com)

  #machine-learning #optimisation #GPU

• NVIDIA Research: An Unbiased Ray-Marching Transmittance Estimator

  (developer.nvidia.com)

  #GPU #rendering #graphics #research

• NVIDIA Research: Learning and Rendering Dynamic Global Illumination with One Tiny Neural Network in Real-Time

  (developer.nvidia.com)

  #machine-learning #GPU #graphics #research

• Enabling GPU Acceleration in Near-Realtime RAN Intelligent Controllers

  (developer.nvidia.com)

  #machine-learning #performance #GPU

• Using Physics-Informed Deep Learning for Transport in Porous Media

  (developer.nvidia.com)

  #machine-learning #GPU #math

• Aligning Time Series at the Speed of Light

  (developer.nvidia.com)

  #DBMS #algorithms #performance #GPU

• Scaling Language Model Training to a Trillion Parameters Using Megatron

  (developer.nvidia.com)

  #machine-learning #GPU #parallel-computing

• How to Accelerate Signal Processing in Python

  (developer.nvidia.com)

  #signal-processing #performance #GPU #python

• Profiling DXR Shaders with Timer Instrumentation

  (devblogs.nvidia.com)

  #performance #GPU #rendering #graphics

• CUDA Refresher: Reviewing the Origins of GPU Computing

  (devblogs.nvidia.com)

  #hardware #GPU #history

• A Taste of WebGPU in Firefox

  (hacks.mozilla.org)

  #performance #GPU #browsers #web

• Merging Telemetry and Logs from Microservices at Scale with Apache Spark

  (devblogs.nvidia.com)

  #performance #microservices #GPU #big-data

• The Art of Debugging GPUs

  (levelup.gitconnected.com)

  #debugging #GPU #graphics

• Introducing Low-Level GPU Virtual Memory Management

  (devblogs.nvidia.com)

  #hardware #GPU #memory-management #systems

• Accelerating Python for Exotic Option Pricing

  (devblogs.nvidia.com)

  #deep-learning #performance #GPU #python #computation

• Multi-GPU Training in Pytorch

  (towardsdatascience.com)

  #deep-learning #data-science #GPU #python

• Optimizing Game Development with GPU Performance Events

  (devblogs.nvidia.com)

  #performance #GPU #graphics

• How to Deploy Real-Time Text-to-Speech Applications on GPUs Using TensorRT

  (devblogs.nvidia.com)

  #machine-learning #GPU #audio-processing

• How to Build Domain Specific Automatic Speech Recognition Models on GPUs

  (devblogs.nvidia.com)

  #data-science #machine-learning #GPU #audio-processing

• Accelerating Wide & Deep Recommender Inference on GPUs

  (devblogs.nvidia.com)

  #deep-learning #performance #hardware #GPU

• Develop Smaller Speech Recognition Models with NVIDIA’s NeMo Framework

  (devblogs.nvidia.com)

  #machine-learning #GPU #neural-net #audio-processing

• Accelerate OpenCV: Optical Flow Algorithms with NVIDIA Turing GPUs

  (devblogs.nvidia.com)

  #image-processing #algorithms #performance #GPU #parallel-computing

• Pretraining BERT with Layer-wise Adaptive Learning Rates

  (devblogs.nvidia.com)

  #machine-learning #algorithms #GPU #big-data

• Federated Learning powered by NVIDIA Clara

  (devblogs.nvidia.com)

  #data-science #machine-learning #GPU

• Autonomous Vehicle Radar Perception in 360 Degrees

  (devblogs.nvidia.com)

  #data-science #image-processing #algorithms #GPU

• Demystifying Louvain’s Algorithm and Its implementation in GPU

  (medium.com)

  #algorithms #performance #GPU #graph-processing

• Building HPC Containers Demystified

  (devblogs.nvidia.com)

  #performance #containers #GPU

• grCUDA: A Polyglot Language Binding for CUDA in GraalVM

  (devblogs.nvidia.com)

  #GPU #runtime #parallel-computing

• NVIDIA GPU Operator: Simplifying GPU Management in Kubernetes

  (devblogs.nvidia.com)

  #GPU #kubernetes #cloud #systems

• How data compression works: exploring LZ78

  (towardsdatascience.com)

  #image-processing #GPU #rendering #graphics

• Getting Started with CUDA Graphs

  (devblogs.nvidia.com)

  #GPU #graph-processing #parallel-computing

• Generate Natural Sounding Speech from Text in Real-Time

  (devblogs.nvidia.com)

  #AI #machine-learning #GPU #audio-processing

• Presentation: Rendering Large Models in the Browser in Real Time

  (www.infoq.com)

  #algorithms #performance #GPU #rendering #browsers

• Real-Time Natural Language Understanding with BERT Using TensorRT

  (devblogs.nvidia.com)

  #machine-learning #performance #hardware #NLP #GPU

• Python Pandas at Extreme Performance

  (towardsdatascience.com)

  #performance #GPU #python #computation

• GPUDirect Storage: A Direct Path Between Storage and GPU Memory

  (devblogs.nvidia.com)

  #performance #hardware #GPU #systems

• Random Forests for Store Forecasting at Walmart Scale

  (medium.com)

  #data-science #machine-learning #scaling #GPU

• ArchiGAN: a Generative Stack for Apartment Building Design

  (devblogs.nvidia.com)

  #data-science #algorithms #GPU #neural-net #research

• Bias Variance Decompositions using XGBoost

  (devblogs.nvidia.com)

  #machine-learning #performance #GPU #math

• Creating an Object Detection Pipeline for GPUs

  (devblogs.nvidia.com)

  #image-processing #performance #GPU #neural-net

• Tips for Optimizing GPU Performance Using Tensor Cores

  (devblogs.nvidia.com)

  #performance #hardware #GPU #computation

• Easy VRS Integration with Eye Tracking

  (devblogs.nvidia.com)

  #image-processing #algorithms #GPU #VR

• Video Series: Path Tracing for Quake II in Two Months

  (devblogs.nvidia.com)

  #algorithms #GPU #rendering #graphics

• How GPU Computing literally saved me at work?

  (medium.com)

  #data-analytics #performance #GPU #parallel-computing

• Tensor Core Programming Using CUDA Fortran

  (devblogs.nvidia.com)

  #GPU #parallel-computing #CUDA #computation

• Tips and Tricks: Ray Tracing Best Practices

  (devblogs.nvidia.com)

  #algorithms #GPU #rendering #graphics

• Fast AI Assisted Annotation and Transfer Learning with Clara Train

  (devblogs.nvidia.com)

  #deep-learning #performance #GPU #research

• GPU-based Design to Achieve 100 µs Scheduling for 5G NR

  (devblogs.nvidia.com)

  #algorithms #networking #GPU #scheduler

• Optimizing End-to-End Memory Networks Using SigOpt and GPUs

  (devblogs.nvidia.com)

  #AI #hardware #optimisation #NLP #GPU

• Massively Scale Your Deep Learning Training with NCCL 2.4

  (devblogs.nvidia.com)

  #deep-learning #machine-learning #GPU #parallel-computing

• Introducing AresDB: Uber’s GPU-Powered Open Source, Real-time Analytics Engine

  (eng.uber.com)

  #DBMS #GPU #analytics #real-time #internals

• Using Tensor Cores for Mixed-Precision Scientific Computing

  (devblogs.nvidia.com)

  #algorithms #GPU #parallel-computing #computation

• Real-Time Noise Suppression Using Deep Learning

  (towardsdatascience.com)

  #deep-learning #signal-processing #AI #GPU #audio-processing

• CatBoost Enables Fast Gradient Boosting on Decision Trees Using GPUs

  (devblogs.nvidia.com)

  #data-science #machine-learning #algorithms #GPU

• Kubernetes For AI Hyperparameter Search Experiments

  (devblogs.nvidia.com)

  #data-science #software-architecture #GPU #kubernetes

• How to Speed Up Deep Learning Inference Using TensorRT

  (devblogs.nvidia.com)

  #deep-learning #performance #GPU #systems

• CUDA on Turing Opens New GPU Compute Possibilities

  (devblogs.nvidia.com)

  #hardware #GPU #systems #parallel-computing

• Accelerated Ray Tracing in One Weekend in CUDA

  (devblogs.nvidia.com)

  #GPU #rendering #graphics #parallel-computing

• Effectively Integrating RTX Ray Tracing into a Real-Time Rendering Engine

  (devblogs.nvidia.com)

  #GPU #real-time #rendering #graphics

• Video Series: Practical Real-Time Ray Tracing With RTX

  (devblogs.nvidia.com)

  #algorithms #GPU #rendering #graphics

• RAPIDS Accelerates Data Science End-to-End

  (devblogs.nvidia.com)

  #data-science #performance #GPU

• Mixed Precision Training for NLP and Speech Recognition with OpenSeq2Seq

  (devblogs.nvidia.com)

  #data-science #NLP #GPU #audio-processing

• Video Series: Real-Time Ray Tracing for Interactive Global Illumination Workflows in Frostbite

  (devblogs.nvidia.com)

  #algorithms #GPU #rendering #graphics

• Turing Multi-View Rendering in VRWorks

  (devblogs.nvidia.com)

  #GPU #rendering #graphics

• Video Series: Shiny Pixels and Beyond: Real-Time Ray Tracing at SEED

  (devblogs.nvidia.com)

  #GPU #rendering #graphics

• Introduction to Turing Mesh Shaders

  (devblogs.nvidia.com)

  #GPU #rendering #graphics

• NVIDIA Turing Architecture In-Depth

  (devblogs.nvidia.com)

  #hardware #GPU #systems #parallel-computing

• NVIDIA TensorRT Inference Server Boosts Deep Learning Inference

  (devblogs.nvidia.com)

  #deep-learning #performance #GPU #systems

• Video: Introduction to Recurrent Neural Networks in TensorRT

  (devblogs.nvidia.com)

  #deep-learning #GPU #tensor-flow

• NVIDIA Jetson Xavier Opens New Era of AI in Robotics

  (devblogs.nvidia.com)

  #AI #hardware #GPU #robotics

• Tensor Ops Made Easier in cuDNN

  (devblogs.nvidia.com)

  #deep-learning #hardware #GPU

• Presentation: In Praise of Higher Order Functions

  (www.infoq.com)

  #programming-paradigm #GPU #functional-programming

• Neural Machine Translation Inference with TensorRT 4

  (devblogs.nvidia.com)

  #algorithms #GPU #neural-net

• Hacking Ansel to Slash VR Rendering Times

  (devblogs.nvidia.com)

  #performance #GPU #VR #rendering

• Maximizing NVIDIA DGX with Kubernetes

  (devblogs.nvidia.com)

  #deep-learning #GPU #kubernetes

• Coffee Break Series: Ray Tracing in Games with NVIDIA RTX

  (devblogs.nvidia.com)

  #GPU #rendering #graphics

• TensorRT 4 Accelerates Neural Machine Translation, Recommenders, and Speech

  (devblogs.nvidia.com)

  #machine-learning #hardware #GPU

• Accelerating Large-Scale Object Detection with TensorRT

  (devblogs.nvidia.com)

  #machine-learning #GPU #tensor-flow

• Enabling GPUs in the Container Runtime Ecosystem

  (devblogs.nvidia.com)

  #containers #GPU #systems

• Making Containers Easier with HPC Container Maker

  (devblogs.nvidia.com)

  #performance #containers #GPU #cloud

• Using Videos to Accelerate Machine Learning with NVVL

  (devblogs.nvidia.com)

  #machine-learning #GPU #video-processing

• NVIDIA SMP Assist API for VR Programming

  (devblogs.nvidia.com)

  #GPU #VR #rendering

• Nv-Wavenet: Better Speech Synthesis Using GPU-Enabled WaveNet Inference

  (devblogs.nvidia.com)

  #hardware #GPU #audio-processing

• TensorRT Integration Speeds Up TensorFlow Inference

  (devblogs.nvidia.com)

  #optimisation #GPU #tensor-flow

• Storage Performance Basics for Deep Learning

  (devblogs.nvidia.com)

  #deep-learning #performance #GPU #storage

• GPU-accelerated Neural Networks in JavaScript

  (towardsdatascience.com)

  #javascript #machine-learning #GPU

• Introduction to NVIDIA RTX and DirectX Raytracing

  (devblogs.nvidia.com)

  #GPU #rendering #graphics

• Solving SpaceNet Road Detection Challenge With Deep Learning

  (devblogs.nvidia.com)

  #deep-learning #image-processing #GPU

• The Peak-Performance Analysis Method for Optimizing Any GPU Workload

  (devblogs.nvidia.com)

  #performance #optimisation #GPU

• Using CUDA Warp-Level Primitives

  (devblogs.nvidia.com)

  #GPU #parallel-computing #CUDA

• Using CUDA Warp-Level Primitives

  (devblogs.nvidia.com)

  #GPU #parallel-computing #CUDA

• Calibrating Stitched Videos with VRWorks 360 Video SDK

  (devblogs.nvidia.com)

  #image-processing #GPU #VR #rendering

• An Introduction to GPU Optimization

  (towardsdatascience.com)

  #optimisation #GPU #CUDA

• Distributed TensorFlow

  (www.oreilly.com)

  #deep-learning #distributed-systems #GPU #tensor-flow

• Uber Drives Distributed Deep Learning Forward

  (mesosphere.com)

  #deep-learning #distributed-systems #GPU

• Hybridizer: High-Performance C# on GPUs

  (devblogs.nvidia.com)

  #performance #GPU #parallel-computing

• GPU-accelerated TensorFlow on Kubernetes

  (www.oreilly.com)

  #performance #GPU #kubernetes #tensor-flow

• Fast INT8 Inference for Autonomous Vehicles with TensorRT 3

  (devblogs.nvidia.com)

  #machine-learning #image-processing #GPU #python

• CUTLASS: Fast Linear Algebra in CUDA C++

  (devblogs.nvidia.com)

  #GPU #math #CUDA #C++

• TensorRT 3: Faster TensorFlow Inference and Volta Support

  (devblogs.nvidia.com)

  #deep-learning #optimisation #GPU #tensor-flow

• How Jet Built a GPU-Powered Fulfillment Engine with F# and CUDA

  (devblogs.nvidia.com)

  #algorithms #optimisation #GPU #functional-programming #parallel-computing

• Maximizing Unified Memory Performance in CUDA

  (devblogs.nvidia.com)

  #optimisation #GPU #memory-management #CUDA

• High-Performance GPU Computing in the Julia Programming Language

  (devblogs.nvidia.com)

  #performance #GPU #parallel-computing #julia

• DeepStream: Next-Generation Video Analytics for Smart Cities

  (devblogs.nvidia.com)

  #machine-learning #image-processing #GPU #analytics #video-processing

• Programming Tensor Cores in CUDA 9

  (devblogs.nvidia.com)

  #deep-learning #GPU #CUDA

• Meet Horovod: Uber’s Open Source Distributed Deep Learning Framework for TensorFlow

  (eng.uber.com)

  #deep-learning #machine-learning #GPU #tensor-flow

• Mixed-Precision Training of Deep Neural Networks

  (devblogs.nvidia.com)

  #deep-learning #GPU

• Mixed Precision Training

  (research.baidu.com)

  #deep-learning #AI #GPU #research

• The whole web at maximum FPS: How WebRender gets rid of jank

  (hacks.mozilla.org)

  #GPU #rendering #firefox #browsers

• Training AI for Self-Driving Vehicles: the Challenge of Scale

  (devblogs.nvidia.com)

  #deep-learning #AI #image-processing #GPU

• Cooperative Groups: Flexible CUDA Thread Programming

  (devblogs.nvidia.com)

  #GPU #parallel-computing #CUDA

• Gradient Boosting, Decision Trees and XGBoost with CUDA

  (devblogs.nvidia.com)

  #machine-learning #GPU #CUDA

• Scaling Keras Model Training to Multiple GPUs

  (devblogs.nvidia.com)

  #deep-learning #GPU #keras

• Introducing ELF: An extensive, lightweight and flexible platform for game research

  (code.facebook.com)

  #AI #GPU #game-research