ПРИЛОЖЕНИЯ С GPU УСКОРЕНИЕМ ПРИЛОЖЕНИЯ С GPU Экономические и финансовые вычисления Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность УСКОРЕНИЕМ Aon Benfield Pathwise ™ Specialized platform for real-time Spreadsheet-like modeling Yes hedging, valuation, pricing and risk interfaces, Python-based scripting СОДЕРЖАНИЕ management environment and Grid middleware Altimesh’s Hybridizer C# Multi-target C# framework for data C# with translation to GPU or Yes 01 Экономические и финансовые вычисления parallel computing. Multi-Core Xeon 02 Моделирование климата, погоды и океана Elsen Accelerated Computing Secure, accessible, and accelerated Web-like API with Native bindings Yes 02 Анализ данных Engine (TM) back-testing, scenario analysis, for Python, R, Scala, C. Custom risk analytics and real-time trading models and data streams are easy 03 Оборона и разведка designed for easy integration and to add rapid development. 05 Машинное обучение и глубокое обучение 07 Вычислительные решения для промышленности ВЫЧИСЛИТЕЛЬНАЯ ГИДРОДИНАМИКА Global Valuation Esther In-memory risk analytics system High quality models not admitting Yes НАУЧНО-ИССЛЕДОВАТЕЛЬСКИЕ И ОПЫТНО-КОНСТРУКТОРСКИЕ РАБОТЫ В ОБЛАСТИ for OTC portfolios with a particular closed form solutions, efficient focus on XVA metrics and balance solvers based on full matrix linear ВЫЧИСЛИТЕЛЬНОЙ ГИДРОДИНАМИКИ sheet simulations. algebra powered by GPUs and МЕХАНИКА ТВЕРДОГО ТЕЛА, ПРОЧНОСТНЫЕ РАСЧЕТЫ Monte Carlo algorithms. Hanweck Associates Real-time options analytical engine Real-time options analytics engine Yes ДИЗАЙН И ВИЗУАЛИЗАЦИЯ (Volera) АВТОМАТИЗАЦИЯ ПРОЕКТИРОВАНИЯ ЭЛЕКТРОННЫХ УСТРОЙСТВ (EDA) MiAccLib 2.0.1 Accelerated libraries which Text Processing : Exact Match, Yes 12 Индустрия масс-медиа и развлечений encompasses high speed multi- Approximate\Similarity Text, algorithm search engines, Wild Card, MultiKeyword and АНИМАЦИЯ, МОДЕЛИРОВАНИЕ, РЕНДЕРИНГ data security engine and also MultiColumnMultiKeyword, etc video analytics engines for text Data Security: Accelerated ЦВЕТОКОРРЕКЦИЯ, ШУМОПОДАВЛЕНИЕ processing, encryption/decryption Encryption/Description for AES- СПЕЦЭФФЕКТЫ, КОМПОЗИТИНГ and video surveillance respectively. 128 Vide Analytics: Accelerated РЕДАКТИРОВАНИЕ ВИДЕО И ИЗОБРАЖЕНИЙ Intrusion Detection Algorithm ПЕРЕКОДИРОВАНИЕ ВИДЕОТРАНСЛЯЦИЯ В ПРЯМОМ ЭФИРЕ МОНТАЖ И ЭФФЕКТЫ В ПРЯМОМ ЭФИРЕ MISYS Global Risk Regulatory compliance and Risk analytics Yes ВИЗУАЛИЗАЦИЯ МЕТЕОРОЛОГИЧЕСКИХ ДАННЫХ enterprise wide risk transparency package 16 Визуализация медицинских данных Murex MACS Analytics Library Analytics library for modeling Market standard models for all Yes 16 Вычисления в нефтегазовой отрасли valuation and risk for derivatives asset classes paired with the across multiple asset classes most efficient resolution methods 17 Исследовательские задачи в научно-образовательной сфере (Monte Carlo simulations and Partial Differential Equations) ВЫЧИСЛИТЕЛЬНАЯ ХИМИЯ И БИОЛОГИЯ Numerical Algorithms Group Random number generators, Monte Carlo and PDE solvers Single only ЧИСЛЕННЫЙ АНАЛИЗ (NAG) Brownian bridges, and PDE solvers
ФИЗИКА QuantAlea’s Alea.cuBase F# F# package enabling a growing set F# for GPU accelerators Yes of F# capability to run on a GPU ВИЗУАЛИЗАЦИЯ НАУЧНЫХ ВЫЧИСЛЕНИЙ 27 Безопасность RMS Catastrophic risk modeling for Risk analytics Yes FSI (earthquakes, hurricanes, terrorism, infectuous diseases)
SciComp, Inc Derivative pricing (SciFinance) Monte Carlo and PDE pricing Single only models Экономические и финансовые вычисления Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность Aon Benfield Pathwise ™ Specialized platform for real-time Spreadsheet-like modeling Yes hedging, valuation, pricing and risk interfaces, Python-based scripting management environment and Grid middleware Altimesh’s Hybridizer C# Multi-target C# framework for data C# with translation to GPU or Yes parallel computing. Multi-Core Xeon
Elsen Accelerated Computing Secure, accessible, and accelerated Web-like API with Native bindings Yes Engine (TM) back-testing, scenario analysis, for Python, R, Scala, C. Custom risk analytics and real-time trading models and data streams are easy designed for easy integration and to add rapid development.
Global Valuation Esther In-memory risk analytics system High quality models not admitting Yes for OTC portfolios with a particular closed form solutions, efficient focus on XVA metrics and balance solvers based on full matrix linear sheet simulations. algebra powered by GPUs and Monte Carlo algorithms. Hanweck Associates Real-time options analytical engine Real-time options analytics engine Yes (Volera) MiAccLib 2.0.1 Accelerated libraries which Text Processing : Exact Match, Yes encompasses high speed multi- Approximate\Similarity Text, algorithm search engines, Wild Card, MultiKeyword and data security engine and also MultiColumnMultiKeyword, etc video analytics engines for text Data Security: Accelerated processing, encryption/decryption Encryption/Description for AES- and video surveillance respectively. 128 Vide Analytics: Accelerated Intrusion Detection Algorithm
MISYS Global Risk Regulatory compliance and Risk analytics Yes enterprise wide risk transparency package Murex MACS Analytics Library Analytics library for modeling Market standard models for all Yes valuation and risk for derivatives asset classes paired with the across multiple asset classes most efficient resolution methods (Monte Carlo simulations and Partial Differential Equations) Numerical Algorithms Group Random number generators, Monte Carlo and PDE solvers Single only (NAG) Brownian bridges, and PDE solvers
QuantAlea’s Alea.cuBase F# F# package enabling a growing set F# for GPU accelerators Yes of F# capability to run on a GPU
RMS Catastrophic risk modeling for Risk analytics Yes FSI (earthquakes, hurricanes, terrorism, infectuous diseases)
SciComp, Inc Derivative pricing (SciFinance) Monte Carlo and PDE pricing Single only models
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | NOV14 | 01 SunGard- Adaptiv Analytics A flexible and extensible engine for Existing models code in C# Yes Blazegraph DASL It marries the power and speed of Scala-based graph analytic and Yes fast calculations of a wide variety supported transparently, with CUDA. It delivers graph analytics at machine learning application of pricing and risk measures on a minimal code changes, Supports over 32 billion traversed edges per language, Ease of integration broad range of asset classes and multiple backends including second and easily integrates with into Spark and Hadoop data derivatives. CUDA and OpenCL, Switches Spark and other data management ecosystems, Support for GPU transparently between multiple platforms. cluster deployment. GPUs and CPUS depending on the GPUdb A distributed database for many Query against Big Data in real Yes deal support and load factors. core devices. time. GPUdb is a scalable, distributed No pre-indexing allows for database with SQL-style query complex, ad-hoc query chains. capability for Big Data. Interactively explore large, Synerscope- Synerscope Data Visual big data exploration and Graphical exploration of large Single only Full suite of geospatial calculation streaming data sets. Visualization insight tools network datasets including geo- capability. spatial and temporal components. *Gunrock Gunrock is a library for graph Direction-optimizing BFS, Yes Tanay ZX Lib (Fuzzy Logic) Financial analytics and data mining Monte Carlo simulations, pricing Yes processing on the GPU. Gunrock SSSP, PageRank, Connected library of vanilla and exotic options, fixed achieves a balance between Components, Betweenness- income analytics, data mining. performance and expressiveness centrality by coupling high performance GPU Xcelerit SDK Software Development Kit (SDK) to C++ programming language, Yes implementations with a high-level boost the performance of Financial cross-platform (back-end programming model, that requires applications (e.g. Monte-Carlo, generates CUDA and optimized minimal GPU programming Finite-difference) with minimum CPU code), supports Windows and knowledge. changes to existing code. Linux operating systems. Jedox Helps with portfolio analysis, This database holds all relevant Yes management consolidation, data in GPU memory and is thus liquidity controlling, cash an ideal application to utilize flow statements, profit center the Tesla K40’s 12 GB on-board Моделирование климата, погоды и океана accounting, treasury management, RAM. Scale that up with multiple customer value analysis and many GPUs and keep close to 100 GB of Приложение Описание Поддерживаемая Поддержка Multi-GPU more applications, all accessible compressed data in GPU memory функциональность in a powerful web and mobile on a single server system for fast application or Excel environment. analysis, reporting and planning. *ACME-Atmosphere Global atmospheric model Dynamics only Yes MapD MapD is GPU-powered big data MapD uses GPUs to execute Yes *COSMO Regional numerical weather Radiation only Yes analytics and visualization platform SQL queries on multi-billion row prediction and climate model that is hundreds of times faster datasets and optionally render the than CPU in-memory systems. results, all in milliseconds.
Анализ данных *Sqream DB GPU accelerated SQL database Up to 100TB of raw data can be Yes Приложение Описание Поддерживаемая Поддержка Multi-GPU engine for big data analytics. stored and queried in a standard функциональность Sqream speeds SQL analytics by 2U server. Inserts and analyzes 100X by translating SQL queries hundreds of billions of records in BIDMach - UC Berkeley Fastest Big Data tools on the web. Scala interface. Supports linear Yes into highly parallel algorithms run seconds. No indexes required. Holds the records for many regression, logistic regression, on the GPU. No changes to SQL code or data common machine learning SVM, LDA, K-Means and other science paradigms required. problems, on single nodes or operations. clusters. Interactive environment for easily Оборона и разведка building and deploying machine learning models. Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность
Blazegraph GPU First and fastest GPU accelerated GPU-accelerated SPARQL graph Yes Comprimato JPEG2000 Codec A high performing, GPU powered, Very large image processing, Yes platform for graph query. It query, Data Management using JPEG2000 encoder and decoder specific area decoding, multi provides drop-in acceleration for the RDF interchange model, SDK which can be integrated into resolution/quality decoding existing RDF/Sparql and Tinkerpop/ Tinkerpop/Blueprints Graph almost any application. supporting all GEOSPATIAL image Blueprints graph applications. It Support, Billions of edges on a formats. (eg NITF, BIIF). Mobile provides high-level graph database single multi-GPU node, SaaS and and embedded platform friendly. APIs with transparent GPU Appliance models available. acceleration for graph query. DigitalGlobe - Advanced Ortho Geospatial visualization Image orthorectification Yes Series Elcomsoft High-performance distributed GPU acceleration for password Yes password recovery software recovery, 10-100x speedup for with NVIDIA GPU acceleration password recovery. and scalability to over 10,000 workstations.
02 | POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 Blazegraph DASL It marries the power and speed of Scala-based graph analytic and Yes CUDA. It delivers graph analytics at machine learning application over 32 billion traversed edges per language, Ease of integration second and easily integrates with into Spark and Hadoop data Spark and other data management ecosystems, Support for GPU platforms. cluster deployment. GPUdb A distributed database for many Query against Big Data in real Yes core devices. time. GPUdb is a scalable, distributed No pre-indexing allows for database with SQL-style query complex, ad-hoc query chains. capability for Big Data. Interactively explore large, Full suite of geospatial calculation streaming data sets. capability. *Gunrock Gunrock is a library for graph Direction-optimizing BFS, Yes processing on the GPU. Gunrock SSSP, PageRank, Connected achieves a balance between Components, Betweenness- performance and expressiveness centrality by coupling high performance GPU implementations with a high-level programming model, that requires minimal GPU programming knowledge. Jedox Helps with portfolio analysis, This database holds all relevant Yes management consolidation, data in GPU memory and is thus liquidity controlling, cash an ideal application to utilize flow statements, profit center the Tesla K40’s 12 GB on-board accounting, treasury management, RAM. Scale that up with multiple customer value analysis and many GPUs and keep close to 100 GB of more applications, all accessible compressed data in GPU memory in a powerful web and mobile on a single server system for fast application or Excel environment. analysis, reporting and planning. MapD MapD is GPU-powered big data MapD uses GPUs to execute Yes analytics and visualization platform SQL queries on multi-billion row that is hundreds of times faster datasets and optionally render the than CPU in-memory systems. results, all in milliseconds.
*Sqream DB GPU accelerated SQL database Up to 100TB of raw data can be Yes engine for big data analytics. stored and queried in a standard Sqream speeds SQL analytics by 2U server. Inserts and analyzes 100X by translating SQL queries hundreds of billions of records in into highly parallel algorithms run seconds. No indexes required. on the GPU. No changes to SQL code or data science paradigms required. Оборона и разведка Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность
Comprimato JPEG2000 Codec A high performing, GPU powered, Very large image processing, Yes JPEG2000 encoder and decoder specific area decoding, multi SDK which can be integrated into resolution/quality decoding almost any application. supporting all GEOSPATIAL image formats. (eg NITF, BIIF). Mobile and embedded platform friendly.
DigitalGlobe - Advanced Ortho Geospatial visualization Image orthorectification Yes Series Elcomsoft High-performance distributed GPU acceleration for password Yes password recovery software recovery, 10-100x speedup for with NVIDIA GPU acceleration password recovery. and scalability to over 10,000 workstations.
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 | 03 Esri ArcGIS for Desktop Determines the raster surface Viewshed2 transforms the Yes SocetGXP - BAE Systems The Automatic Spatial Modeler Automated 3D feature extraction Yes (ArcMap and ArcGIS Pro) – locations visible to a set of observer elevation surface into a geocentric (ASM) is designed to generate Spatial Analyst and 3D Analyst features, using geodesic methods. 3D coordinate system and runs 3D 3-D point clouds with accuracy sightlines to each transformed cell similar to LiDAR, which can extract center. 3-D objects from stereo images. ASM can extract dense 3-D point Eternix - Blaze Terra Geospatial visualization 3D visualization of geospatial data Yes clouds from stereo images, and extract accurate building edges and corners from stereo images with GeoWeb3d Desktop Geospatial visualization 3D visualization of geospatial data Yes high resolution, large overlaps, and GPUdb Multi-GPU, Multi-Machine Query against big data in real time. Yes high dynamic range. distributed object store providing No pre-indexing allows for SynerScope Big data visualization and data Real-time Interaction with data Single only SQL style query capability, advanced complex, ad-hoc query chains. discovery, for combining Analytics geospatial query capability,heatmap Interactively explore large, on Analytics with IoT compute-at- generation, and distributed streaming data sets. the-edge smart sensors. rasterization services. Harris ENVI Image Processing and Analytics Image orthorectification, Image Yes transformation, atmospheric correction, Panchromatic co- Машинное обучение и глубокое обучение occurrence texture filter Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность *BidMach GPU-accelerated classical machine Logistic regression, SVM, LDA, Yes *Herta Security - Real time facial recognition and Supports crowded scenes, difficult Yes learning library SFA, NMF, ICA, random forests, BioSurveillance NEXT, forensic alerts against multiple lighting, faster than real-time clustering, word2vec BioFinder watchlists. analysis, partial face concealment. Caffe The Caffe deep learning framework Process over 40M images per day Single only makes implementing state-of-the- with a single NVIDIA K40 or Titan Intergraph Motion Video Video filters and mosaic’ing - Full motion video ortho mosaic Single only art deep learning easy. GPU. Analyst Geo-fuses FMV analytics with processing, de-hazing algorithms. Caffe* Parallel This is a faster framework for deep Using the GPU cluster processing Yes intelligence data. learning, it’s forked from BVLC/ mass image data Intuvision Panoptes 3.0 Video analytics Object recognition and change Yes caffe (master branch). This allows detection data-parallel via MPI. LuciadLightspeed Geospatial visualization and Geospatial situational awareness Single only Clarifai Clarifai brings a new level of GPU-based training and inference. Yes analysis understanding to visual content Recognizes and indexes images through deep learning technologies. with predefined classifiers, or with Manifold Systems Full-featured GIS, vector/raster Manifold surface tools Yes Clarifai uses GPUs to train large custom classifiers. processing & analysis neural networks to solve practical problems in advertising, media, MotionDSP - Ikena ISR Real-time full motion video Real-time super-resolution- Yes and search across a wide variety of (FMV) and wide-area motion based video enhancement on live industries. imagery (WAMI) enhancement and streams, geospatial visualization, computer-vision-based analytics target detection and tracking, and software for intelligence analysts fast 2-D mapping Chainer DL framework that makes the Dynamic NN construction, Yes NerVve Visual Search Solution Video/Image Live and Forensic Video and image content search Yes construction of neural networks which makes debugging easier. (NVSS) Search (NN) flexible and intuitive. CPU/GPU-agnostic coding, OpCoast SNEAK Electromagnetic signals Ray tracing, DTED and remote Yes which is promoted by CuPy, propagation modeling for complex sensing inputs. partially NumPy-compatible urban and terrain environments. multidimensional array library for CUDA. Data-dependent NN PCI Geomatics GXL Image processing Image orthorectification and Yes construction, which fully exploits additional image processing the control flows of Python without Skyline Software - PhotoMesh integrates a GPU- 3D model building from imagery; Yes magic. Terrabuilder PhotoMesh based, fast algorithm, able to building texture generation. automatically build 3D models from simple photographs. PhotoMesh revolutionizes the use of geospatial *CNTK Microsoft’s Computational Supports many applications, Yes data by fully automating the Network Toolkit (CNTK) is a including Speech Recognition, generation of high-resolution, unified computational network Machine Translation, Image textured, 3D mesh models from framework that describes deep Recognition, Image Captioning, standard 2D images. neural networks as a series of Text Processing and Relevance, computational steps via a directed Language Understanding, graph. Language Modeling
04 | POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 SocetGXP - BAE Systems The Automatic Spatial Modeler Automated 3D feature extraction Yes (ASM) is designed to generate 3-D point clouds with accuracy similar to LiDAR, which can extract 3-D objects from stereo images. ASM can extract dense 3-D point clouds from stereo images, and extract accurate building edges and corners from stereo images with high resolution, large overlaps, and high dynamic range. SynerScope Big data visualization and data Real-time Interaction with data Single only discovery, for combining Analytics on Analytics with IoT compute-at- the-edge smart sensors.
Машинное обучение и глубокое обучение Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность *BidMach GPU-accelerated classical machine Logistic regression, SVM, LDA, Yes learning library SFA, NMF, ICA, random forests, clustering, word2vec Caffe The Caffe deep learning framework Process over 40M images per day Single only makes implementing state-of-the- with a single NVIDIA K40 or Titan art deep learning easy. GPU. Caffe* Parallel This is a faster framework for deep Using the GPU cluster processing Yes learning, it’s forked from BVLC/ mass image data caffe (master branch). This allows data-parallel via MPI. Clarifai Clarifai brings a new level of GPU-based training and inference. Yes understanding to visual content Recognizes and indexes images through deep learning technologies. with predefined classifiers, or with Clarifai uses GPUs to train large custom classifiers. neural networks to solve practical problems in advertising, media, and search across a wide variety of industries.
Chainer DL framework that makes the Dynamic NN construction, Yes construction of neural networks which makes debugging easier. (NN) flexible and intuitive. CPU/GPU-agnostic coding, which is promoted by CuPy, partially NumPy-compatible multidimensional array library for CUDA. Data-dependent NN construction, which fully exploits the control flows of Python without magic.
*CNTK Microsoft’s Computational Supports many applications, Yes Network Toolkit (CNTK) is a including Speech Recognition, unified computational network Machine Translation, Image framework that describes deep Recognition, Image Captioning, neural networks as a series of Text Processing and Relevance, computational steps via a directed Language Understanding, graph. Language Modeling
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 | 05 Deeplearning4j Deeplearning4j is the most popular Integrates with Hadoop and Spark Yes *Tensorflow Google’s TensorFlow is an open TensorFlow is flexible, portable Yes deep learning framework for to run distributed. Java and Scala source software library for and performant creating an open the JVM, and includes all major APIs. Composable framework that numerical computation using data standard for exchanging research neural nets such as convolutional, facilitates building your own nets. flow graphs. Nodes in the graph ideas and putting machine recurrent (LSTMs) and feedforward. Includes ND4J, the Numpy for represent mathematical operations, learning in products. Java. while the graph edges represent the multidimensional data arrays Dextro Dextro’s API uses deep learning Object and scene detection, Yes (tensors) communicated between systems to analyze and categorize Machine transcription for audio them. videos in real-time. Motion and movement detection.
*IntelligentVoice Far more than a transcription tool, Advanced Speech Recognition Yes Torch7 Torch7 is an interactive Computational back-ends for Single only this speech recognition software across large data sets, JumpTo development environment for multicore GPUs. learns what is important in a Technology, for data visualisation, machine learning and computer telephone call, extracts information E-Discovery, extraction from vision. and stores a visual representation phone calls, IM & Email defining Trakomatic OSense, Otrack Video Analytics Solution for retail, People detection & tracking, Yes of phone calls to be combined with key phrases and emotional supermarkets, shopping mall and Crowd density estimation, Gender text/instant messaging and E-mail. analysis. Compliance, defining key banking. classification and age estimation, Intelligent Voice’s search and alert conversations and interactions Person re-identification. makes it possible to tackle issues before they arise, address data security concerns and monitor physical access to data. Вычислительные решения для промышленности Labellio The world’s easiest deep learning Neural net fine-tuning for image Yes web service for computer vision, data, data crawling, data browsing ВЫЧИСЛИТЕЛЬНАЯ ГИДРОДИНАМИКА which allows everyone to build as well as drag-and-drop style own image classifier with only web data cleansing backed by AI Приложение Описание Поддерживаемая Поддержка Multi-GPU browser. support. функциональность Altair AcuSolve General purpose CFD software Linear equation solver Yes *MatConvNet CNNs for MathWorks MATLAB, Building Blocks, Simple CNN Yes ANSYS - Fluent General purpose CFD software Radiation heat transfer model, Yes allows you to use MATLAB GPU wrapper, DagNN wrapper, cuDNN linear equation solver support natively rather than writing implemented your own CUDA code Autodesk - Moldflow Plastic mold injection software Linear equation solver Single only MetaMind Provides a deep learning API GPU-based training and inference. Yes *ANSYS - Polyflow CFD software for the analysis of Direct Solvers Yes for image recognition and text Recognizes image and analyzes polymer and glass processing sentiment analysis. Uses either text, creates and trains classifiers prebuilt, public, or custom with tooling for uploading and CPFD Barracuda-VR and Fluidized bed modeling software Linear equation solver, particle Single only classifiers. managing datasets. Barracuda calculations
DHI - MIKE 21 2D hydrological modelling of coast Hydrodynamics; Advection- Yes and sea dispersion; sand and mud *Neon Neon is a fast, scalable, easy-to- Training, inference and Yes transport; coupled modelling; use Python based deep learning deployment of deep learning particle tracking; oil spill; framework that has been optimized models. Process over 442M ecological modelling; agent based down to the assembler level. Neon images per day on a Titan X modelling; various wave models. features a rich set of example and pre-trained models for image, video, text, deep reinforcement learning and speech applications. DHI - MIKE FLOOD 1D & 2D urban, coastal, and riverine Hydrodynamics Yes flood modelling Theano Theano is a symbolic expression Abstract expression graphs for Single only compiler that powers large-scale transparent GPU acceleration. FluiDyna aeroFluidX Incompressible single-phase CFD Finite volume solver Yes computationally intensive scientific software investigations. FluiDyna - Culises for Solver library for general purpose Linear equation solvers Yes OpenFOAM CFD software FluiDyna nanoFluidX General purpose CFD software SPH solver Yes
FluiDyna ultraFluidX General purpose CFD software Lattice-Boltzmann solver Yes midas NFX(CFD) General purpose CFD software Linear equation solver (Iterative Single only based on FEM Solver and AMG Preconditioner)
06 | POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 *Tensorflow Google’s TensorFlow is an open TensorFlow is flexible, portable Yes source software library for and performant creating an open numerical computation using data standard for exchanging research flow graphs. Nodes in the graph ideas and putting machine represent mathematical operations, learning in products. while the graph edges represent the multidimensional data arrays (tensors) communicated between them.
Torch7 Torch7 is an interactive Computational back-ends for Single only development environment for multicore GPUs. machine learning and computer vision. Trakomatic OSense, Otrack Video Analytics Solution for retail, People detection & tracking, Yes supermarkets, shopping mall and Crowd density estimation, Gender banking. classification and age estimation, Person re-identification.
Вычислительные решения для промышленности ВЫЧИСЛИТЕЛЬНАЯ ГИДРОДИНАМИКА Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность Altair AcuSolve General purpose CFD software Linear equation solver Yes ANSYS - Fluent General purpose CFD software Radiation heat transfer model, Yes linear equation solver Autodesk - Moldflow Plastic mold injection software Linear equation solver Single only *ANSYS - Polyflow CFD software for the analysis of Direct Solvers Yes polymer and glass processing
CPFD Barracuda-VR and Fluidized bed modeling software Linear equation solver, particle Single only Barracuda calculations
DHI - MIKE 21 2D hydrological modelling of coast Hydrodynamics; Advection- Yes and sea dispersion; sand and mud transport; coupled modelling; particle tracking; oil spill; ecological modelling; agent based modelling; various wave models.
DHI - MIKE FLOOD 1D & 2D urban, coastal, and riverine Hydrodynamics Yes flood modelling
FluiDyna aeroFluidX Incompressible single-phase CFD Finite volume solver Yes software
FluiDyna - Culises for Solver library for general purpose Linear equation solvers Yes OpenFOAM CFD software FluiDyna nanoFluidX General purpose CFD software SPH solver Yes
FluiDyna ultraFluidX General purpose CFD software Lattice-Boltzmann solver Yes midas NFX(CFD) General purpose CFD software Linear equation solver (Iterative Single only based on FEM Solver and AMG Preconditioner)
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 | 07 *Numeca Fine/ Turbo software product—a Multi-grid solver Yes Impetus Afea Predicts large deformations Non-linear Explicit Finite-Element Yes structured, multi-block, multi-grid of structures and components Solver CFD solver targeting the turbo exposed to extreme loading machinery industry conditions. Prometech - Particleworks Particle-based CFD software Implicit and explicit solvers Yes LS-DYNA Implicit Simulation and analysis tool for Linear equation solver Yes structural mechanics Turbostream Ltd. CFD software for turbomachinery Explicit solver Yes flows midas GTS NX Simulation tool for geo-technical Linear equation solver(Multi Single only analysis Frontal Solver) Vratis Speed IT FLOW Incompressible single-phase CFD Finite volume solver Single only software midas NFX(Structural) Simulation and analysis tool for Linear equation solver(Multi Single only Vratis SpeedIT for OpenFOAM Solver library for general purpose Linear equation solvers Yes structural mechanics Frontal Solver) CFD software MSC - Marc Simulation and analysis tool for Direct sparse solver Yes НАУЧНО-ИССЛЕДОВАТЕЛЬСКИЕ И ОПЫТНО-КОНСТРУКТОРСКИЕ structural mechanics
РАБОТЫ В ОБЛАСТИ ВЫЧИСЛИТЕЛЬНОЙ ГИДРОДИНАМИКИ MSC Nastran Simulation and analysis tool for Direct sparse solver Yes Приложение Описание Поддерживаемая Поддержка Multi-GPU structural mechanics функциональность Rocky DEM Discrete Element Modeling (DEM)- Explicit DEM solver (dry/sticky Single only DualSPHysics SPH-based CFD software SPH model Yes based particle simulation software. contact rheologies), 1-way & 2-way coupling with ANSYS Fluent FEFLO (GMU - Lohner) General purpose CFD software for Implicit and explicit solver Yes and ANSYS Mechanical. compressible and incompressible Siemens NX Nastran Simulation and analysis tool for Linear equation solver Single only flows structural mechanics. GIN3D (Boise St - Senocak) General purpose CFD software for Implicit solver Yes incompressible flows ДИЗАЙН И ВИЗУАЛИЗАЦИЯ HiFiLES (Stanford - Jameson) General purpose CFD software for Explicit solver Yes Приложение Описание Поддерживаемая Поддержка Multi-GPU compressible flows. функциональность Allegorithmic Substance Material shader edition, market Iray rendering including textures/ Yes HiPSTAR (University of CFD software for compressible Explicit solver Yes Designer reference for procedural texture substances and bitmap texture Southampton - Sandberg) reacting flows creation. export to render in any Iray JENRE, Propel (NRL) CFD software for compressible Explicit solver Yes powered compatible with MDL. flows NASA FUN3D General purpose CFD software Linear equation solver Single only *Allegorithmic Substance Intuitive interactive 3D painting Iray rendering to enhance all Yes PyFR (Imperial College - General purpose CFD software for High-order FR solver Yes Painter software with physics and particle artwork released with the software Vincent) compressible flows. support.
S3D (Sandia and Oak Ridge NL) Direct numerical solver (DNS) for Chemistry model Yes Autodesk - AutoCAD 2D and 3D CAD design, drafting, Surface, mesh, and solid modeling Single only turbulent combustion modeling, architectural tools, model documentation tools, drawing, and engineering parametric drawing capabilities. software. Supports Open GL. Native Native DWG™ support. GRID DWG™ support. Support. МЕХАНИКА ТВЕРДОГО ТЕЛА, ПРОЧНОСТНЫЕ РАСЧЕТЫ Autodesk - AutoCAD Design AutoCAD 2014 software, plus tools 2D/3D display of designs, Single only Suite to create, capture, connect, and interactive 3D presentation with Приложение Описание Поддерживаемая Поддержка Multi-GPU showcase designs. realistic materials, rendering-ray функциональность tracing. Altair OptiStruct Industry proven, modern structural Direct and iterative solvers Yes Autodesk - 3ds Max 3D animation creative toolset for 3D modeling, mesh and surface Yes analysis solver and solution for modeling, animation, simulation, modeling, improved Nitrous structural design and optimization. and rendering for product and viewport performance, iray Altair RADIOSS Implicit Simulation and analysis tool for Direct and iterative solvers Yes building designs. rendering. structural mechanics Autodesk - Inventor 3D mechanical design, Uses BIM for intelligent building Single only ANSYS - Mechanical Simulation and analysis tool for Direct and iterative solvers Yes documentation, and product components to improve design structural mechanics simulation. accuracy. Autodesk - Revit Building Information Modeling Modeling (BIM) to design, build, Single only Dassault Systèmes SIMULIA Simulation and analysis tool for Direct sparse solver Yes (BIM) for architecture, engineering, and maintain higher-quality, more Abaqus/Standard structural mechanics and construction. energy-efficient buildings. GRID support. Dassault Systèmes SIMULIA Realistic simulation solution Direct sparse solver Single only 3DEXPERIENCE (Uses Abaqus Standard for GPU Chaos Group - V-Ray RT GPU renderer CUDA interactive GPU rendering Yes computing).
08 | POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 Impetus Afea Predicts large deformations Non-linear Explicit Finite-Element Yes of structures and components Solver exposed to extreme loading conditions. LS-DYNA Implicit Simulation and analysis tool for Linear equation solver Yes structural mechanics
midas GTS NX Simulation tool for geo-technical Linear equation solver(Multi Single only analysis Frontal Solver)
midas NFX(Structural) Simulation and analysis tool for Linear equation solver(Multi Single only structural mechanics Frontal Solver)
MSC - Marc Simulation and analysis tool for Direct sparse solver Yes structural mechanics
MSC Nastran Simulation and analysis tool for Direct sparse solver Yes structural mechanics
Rocky DEM Discrete Element Modeling (DEM)- Explicit DEM solver (dry/sticky Single only based particle simulation software. contact rheologies), 1-way & 2-way coupling with ANSYS Fluent and ANSYS Mechanical. Siemens NX Nastran Simulation and analysis tool for Linear equation solver Single only structural mechanics. ДИЗАЙН И ВИЗУАЛИЗАЦИЯ Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность Allegorithmic Substance Material shader edition, market Iray rendering including textures/ Yes Designer reference for procedural texture substances and bitmap texture creation. export to render in any Iray powered compatible with MDL.
*Allegorithmic Substance Intuitive interactive 3D painting Iray rendering to enhance all Yes Painter software with physics and particle artwork released with the software support.
Autodesk - AutoCAD 2D and 3D CAD design, drafting, Surface, mesh, and solid modeling Single only modeling, architectural tools, model documentation tools, drawing, and engineering parametric drawing capabilities. software. Supports Open GL. Native Native DWG™ support. GRID DWG™ support. Support. Autodesk - AutoCAD Design AutoCAD 2014 software, plus tools 2D/3D display of designs, Single only Suite to create, capture, connect, and interactive 3D presentation with showcase designs. realistic materials, rendering-ray tracing. Autodesk - 3ds Max 3D animation creative toolset for 3D modeling, mesh and surface Yes modeling, animation, simulation, modeling, improved Nitrous and rendering for product and viewport performance, iray building designs. rendering.
Autodesk - Inventor 3D mechanical design, Uses BIM for intelligent building Single only documentation, and product components to improve design simulation. accuracy. Autodesk - Revit Building Information Modeling Modeling (BIM) to design, build, Single only (BIM) for architecture, engineering, and maintain higher-quality, more and construction. energy-efficient buildings. GRID support. Chaos Group - V-Ray RT GPU renderer CUDA interactive GPU rendering Yes
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 | 09 *Cast Software - WYSIWYG The WYSIWYG software products, The speed of wysiwyg’s Shaded Yes *VRED VRED™ 3D visualization software Enhanced geometry Yes designed specifically for lighting Views depends entirely on GPU, helps automotive designers behavior, Automotive product professionals, offers a range of the GPU will have an easier time and engineers create product interoperability, Navigation solutions to meet the needs of rendering ten risers consolidated presentations, design reviews, in a scene, Import Alias layer designers, assistants, electricians, into one Mesh, than rendering and virtual prototypes. Use Digital structure, Asset Manager console operators, teachers, and them as individual risers, Prototyping to quickly visualize improvements, Integrated file students. Wysiwys also support NVIDIA SLI ideas and evaluate designs. converter, Analytic rendering technologies. modes, Gap Analysis tool, Oculus Rift support, Animation Dassault Systèmes - CATIA Accelerated UI rendering Full OpenGL implementation Single only module, Multiple rendering including menus and dialog box. modes, Subsurface scattering, Dassault Systèmes - CATIA Realistic 3D Rendering on full Physically Based Rendering Yes + NVIDIA Quadro VCA Displacement mapping Live Rendering CATIA 3D CAD model with no data preparation thanks to native NVIDIA Iray Photoreal integration integration and interactive realistic rendering АВТОМАТИЗАЦИЯ ПРОЕКТИРОВАНИЯ ЭЛЕКТРОННЫХ using NVIDIA Iray IRT. УСТРОЙСТВ (EDA) Dassault Systèmes - 3DEXCITE Redefines high-end 3D visualizationInteractive ray tracing and global Yes Приложение Описание Поддерживаемая Поддержка Multi-GPU DeltaGen and realtime interaction. This latest illumination. Integration with функциональность version gives users a broad suite Siemens TeamCenter. Cluster of robust new features to truly support Realtime & Offline Altair FEKO 3D EM modeling and simulation FDTD solver MoM solver Yes revolutionize processes and help Production Process Integration ANSYS - HFSS Simulation tool for modeling 3-D Transient solver Yes increase visual quality, speed, and and scene building. Scene full-wave electromagnetic fields flexibility. Analysis, Xplore DeltaGen, SDK for in high-frequency and high-speed DeltaGen. electronic components. Dassault Systèmes - Covers all aspects of product High performance in Shaded, Single only ANSYS - Nexxim Circuit simulation engine for RF/ AMI analysis Single only SOLIDWORKS development process with a Shaded w/ Edges, and RealView analog/mixed-signal IC design; seamless, integrated workflow— modes, FSAA for sharp edges, IBIS-AMI analysis speedup with design, verification, sustainable Order Independent Transparency GPU computing. design, communication and data Real time photorealistic management. renderings with SOLIDWORKS CST STUDIO SUITE 3D Electromagnetic modeling and Several different solvers Yes Visualize, an Iray-based simulation application. D2S TrueMask GPGPU-based computational Simulation and data Yes *Dassault Systèmes – Easy to use photorealistic rendering Iray-based ray-tracing, animation Yes + NVIDIA Quadro VCA lithography acceleration technology.preparation for Mask Writing, SOLIDWORKS Visualize software support, network rendering. Geometric manipulation of large semiconductor design & manufacturing data, eBeam, Mask Process, and lithography aerial image Simulation, image processing. NVIDIA Iray A ready-to-integrate, physically- Iray Interactive; Iray Photoreal; Yes based, photorealistic rendering Iray Cluster. Fast interactive ray solution. tracing; Physically-based, global- illumination rendering; Distributed cluster rendering. Delcross- Savant Simulation tool for installed High-frequency solver Yes Otoy - Octane Render GPU renderer GPU rendering Yes antenna performance and antenna- to-antenna coupling. PTC Creo Parametric Parametric design solution suite. Anti-aliasing, better lighting Single only JMAG FEA software for electromechanical EM transient solver Yes and enhanced shaded-with- design. Fast solver / High quality EM time harmonic solver edges mode. Immersive design mesh / Advanced modeling EM static solver environment with realistic technologies. materials. GRID Support.
Siemens PLM Software NX and Product lifecycle management Design software, NX, and PLM Single only Teamcenter solutions from design to simulation viewer applications, TcVis and KeySight - ADS Simulation tool for design of RF, Transient Convolution simulation Single only to production to service. Active Workspace. GRID support. microwave and high speed digital with BSIM4 models circuits.
*Top Systems T-FLEX CAD 3D and 2D parametric design, High performance visualization, Yes simulation, photorealistic rendering real time photorealistic rendering KeySight - EMPro Modeling and simulation FDTD solver Yes environment for analyzing 3D EM effects of high speed and RF/ Microwave components. Remcom - XFdtd 3D EM modeling and simulation FDTD solver Yes
Rocketick - RocketSim Verilog simulation Verilog simulation Yes
10 | POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 *VRED VRED™ 3D visualization software Enhanced geometry Yes helps automotive designers behavior, Automotive product and engineers create product interoperability, Navigation presentations, design reviews, in a scene, Import Alias layer and virtual prototypes. Use Digital structure, Asset Manager Prototyping to quickly visualize improvements, Integrated file ideas and evaluate designs. converter, Analytic rendering modes, Gap Analysis tool, Oculus Rift support, Animation module, Multiple rendering modes, Subsurface scattering, Displacement mapping
АВТОМАТИЗАЦИЯ ПРОЕКТИРОВАНИЯ ЭЛЕКТРОННЫХ УСТРОЙСТВ (EDA) Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность Altair FEKO 3D EM modeling and simulation FDTD solver MoM solver Yes ANSYS - HFSS Simulation tool for modeling 3-D Transient solver Yes full-wave electromagnetic fields in high-frequency and high-speed electronic components. ANSYS - Nexxim Circuit simulation engine for RF/ AMI analysis Single only analog/mixed-signal IC design; IBIS-AMI analysis speedup with GPU computing. CST STUDIO SUITE 3D Electromagnetic modeling and Several different solvers Yes simulation D2S TrueMask GPGPU-based computational Simulation and data Yes lithography acceleration technology.preparation for Mask Writing, Geometric manipulation of large semiconductor design & manufacturing data, eBeam, Mask Process, and lithography aerial image Simulation, image processing.
Delcross- Savant Simulation tool for installed High-frequency solver Yes antenna performance and antenna- to-antenna coupling. JMAG FEA software for electromechanical EM transient solver Yes design. Fast solver / High quality EM time harmonic solver mesh / Advanced modeling EM static solver technologies.
KeySight - ADS Simulation tool for design of RF, Transient Convolution simulation Single only microwave and high speed digital with BSIM4 models circuits.
KeySight - EMPro Modeling and simulation FDTD solver Yes environment for analyzing 3D EM effects of high speed and RF/ Microwave components. Remcom - XFdtd 3D EM modeling and simulation FDTD solver Yes
Rocketick - RocketSim Verilog simulation Verilog simulation Yes
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 | 11 SPEAG - SEMCAD-X 3D EM modeling and simulation FDTD solver Yes Digital Vision - Nucoda Color grading De-bayering for color correction Single only *Fastvideo - Fast CinemaDNG RAW video debayering, denoising Full-sized video processing and Yes Processor and color correction completely on playback in realtime, 4K, 6K, and Индустрия масс-медиа и развлечений GPU side 8K supported АНИМАЦИЯ, МОДЕЛИРОВАНИЕ, РЕНДЕРИНГ Fastvideo - GPU Debayer High performance GPU debayer High performance debayer on Yes CUDA Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность Filmlight - Baselight Color grading Real-time color correction Yes 3DAliens- Glu3d SPH fluid simulation Faster simulation Single only Marquise Technologies - Rain Color grading CUDA-based real-time color Single only correction AAA Studio - FurryBall GPU renderer CUDA and DirectX GPU rendering Single only Red Digital Cinema - Primary color grading CUDA-accelerated de-bayering Single only Autodesk - 3ds Max + NVIDIA 3D modeling, animation, and Iray interactive, photorealistic and Yes REDCINE-X PRO and grading iray rendering physically correct rendering Red Giant - Magic Bullet Looks Color and finishing tools Faster effects Single only Autodesk - Maya 3D modeling, animation, and Increased model complexity, Yes Snell Advanced Media - Pablo Color grading and finishing Real time color correction Yes rendering larger scenes Rio Autodesk - Motion Builder Character animation and motion Increased model complexity at Single only SGO - Mistika Color grading and finishing Real-time color correction and Single only capture interactive rates finishing Autodesk - Mudbox 3D sculpting Increased model complexity at Single only The Foundry - COLORWAY Color grading Accelerated color grading Single only interactive rates The Pixel Farm PFClean Image restoration and remastering CUDA-based image processing Single only Blastcode - Kilton/Megaton Physics-based simulation plug in Faster simulation Single only acceleration Cebas - moskitoRender GPU renderer CUDA-based GPU rendering Yes Wavelet Beam - Grain and Video noise reduction CUDA-accelerated grain and noise Yes Noise Reducer reduction Chaos Group - V-Ray RT GPU renderer CUDA interactive GPU rendering Yes Jawset - TurbulenceFD Physics-based simulation plug-in Maximus supported GPU Single only simulation using CUDA СПЕЦЭФФЕКТЫ, КОМПОЗИТИНГ Maxon - Cinema 4D 3D modeling, animation, and Increased model complexity at Single only rendering interactive rates Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность NewTek - Lightwave 3D modeling, animation, and Increased model complexity at Single only rendering interactive rates Adobe - After Effects CC Motion graphics and effects 3D ray tracing engine based on Yes NVIDIA OptiX Otoy - Octane Render GPU renderer GPU rendering Yes Autodesk - Flame Premium Finishing and color grading Integrated toolset for 3D VFX, Yes Pixologic - Sculptris 3D sculpting Increased model complexity at Single only editorial, and color grading interactive rates Redshift - Renderer GPU-accelerated, biased renderer CUDA-based GPU final-frame Yes rendering Blackmagic Design - Fusion Effects and compositing Faster effects Single only Side Effects - Houdini 3D modeling, animation, and Maximus supported GPU Single only rendering simulation using OpenCL Boris FX - Continuum CompleteVisual effects plug-in Faster effects Single only The Foundry - Mari 3D paint Increased model complexity at Single only interactive rates CoreMelt - Complete Visual effects plug-in Faster effects Single only The Foundry - Modo 3D modeling, animation and Increased model complexity, Single only GenArts - Monsters GT Visual effects plug-in Faster effects Single only rendering larger scenes GenArts - Sapphire Visual effects plug-in Faster effects Single only ЦВЕТОКОРРЕКЦИЯ, ШУМОПОДАВЛЕНИЕ Neat Video - Open FX Video noise reduction plug-in Faster effects Single only Приложение Описание Поддерживаемая Поддержка Multi-GPU NewBlueFX - Video Essentials Video effects plug-in Faster effects Single only функциональность Pixelan - FilmTouch Video effects plug-in Faster effects Single only Adobe - SpeedGrade CC Color grading Real-time grading and finishing Single only Re:Vision Effects - Twixtor Visual effects plug-in Faster effects Single only with Lumetri Deep Color Engine. Red Giant - Effects Suite Visual effects plug-in Faster effects Single only ROBUSKEY Chroma keyer plug-in Faster effects Single only ARRI - RAW Converter RAW de-Bayering and primary color CUDA-accelerated de-bayering Single only SGO - Mamba FX High-end compositing Faster keying, tracking, painting Single only grading and grading and restoration Assimilate - Scratch Color grading and finishing Accelerated debayering for real- Single only The Foundry - HIERO Shot management, conform and Better interactivity Single only time digital finishing review timeline Blackmagic Design - DaVinci Color grading and editing Real-time color correction and Yes Resolve de-noising The Foundry - NUKE, NUKEX Compositing tools with 3D tracker Faster effects Single only and NUKE Studio Canon - Cinema RAW SDK RAW de-bayering GPU-accelerated de-bayering Single only Video Copilot - Element 3D 3D object based particle system Faster effects Yes Cinnafilm - Dark Energy Application and plug-in for image Image de-noising and restoration Yes enhancement
12 | POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 Digital Vision - Nucoda Color grading De-bayering for color correction Single only *Fastvideo - Fast CinemaDNG RAW video debayering, denoising Full-sized video processing and Yes Processor and color correction completely on playback in realtime, 4K, 6K, and GPU side 8K supported Fastvideo - GPU Debayer High performance GPU debayer High performance debayer on Yes CUDA Filmlight - Baselight Color grading Real-time color correction Yes Marquise Technologies - Rain Color grading CUDA-based real-time color Single only correction Red Digital Cinema - Primary color grading CUDA-accelerated de-bayering Single only REDCINE-X PRO and grading Red Giant - Magic Bullet Looks Color and finishing tools Faster effects Single only Snell Advanced Media - Pablo Color grading and finishing Real time color correction Yes Rio SGO - Mistika Color grading and finishing Real-time color correction and Single only finishing The Foundry - COLORWAY Color grading Accelerated color grading Single only The Pixel Farm PFClean Image restoration and remastering CUDA-based image processing Single only acceleration Wavelet Beam - Grain and Video noise reduction CUDA-accelerated grain and noise Yes Noise Reducer reduction
СПЕЦЭФФЕКТЫ, КОМПОЗИТИНГ Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность Adobe - After Effects CC Motion graphics and effects 3D ray tracing engine based on Yes NVIDIA OptiX Autodesk - Flame Premium Finishing and color grading Integrated toolset for 3D VFX, Yes editorial, and color grading
Blackmagic Design - Fusion Effects and compositing Faster effects Single only
Boris FX - Continuum CompleteVisual effects plug-in Faster effects Single only CoreMelt - Complete Visual effects plug-in Faster effects Single only GenArts - Monsters GT Visual effects plug-in Faster effects Single only GenArts - Sapphire Visual effects plug-in Faster effects Single only Neat Video - Open FX Video noise reduction plug-in Faster effects Single only NewBlueFX - Video Essentials Video effects plug-in Faster effects Single only Pixelan - FilmTouch Video effects plug-in Faster effects Single only Re:Vision Effects - Twixtor Visual effects plug-in Faster effects Single only Red Giant - Effects Suite Visual effects plug-in Faster effects Single only ROBUSKEY Chroma keyer plug-in Faster effects Single only SGO - Mamba FX High-end compositing Faster keying, tracking, painting Single only and restoration The Foundry - HIERO Shot management, conform and Better interactivity Single only review timeline The Foundry - NUKE, NUKEX Compositing tools with 3D tracker Faster effects Single only and NUKE Studio Video Copilot - Element 3D 3D object based particle system Faster effects Yes
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 | 13 Video Copilot - Twitch Video effects plug-in for After Faster effects Single only *Fastvideo - GPU Image Full image processing pipeline on Full image processing pipeline Yes Effects Processing SDK CUDA on GPU for real-time imaging applications: Flat Field correction, Demosaicing, Denoising, Color correction, LUT, Resize, Sharp, РЕДАКТИРОВАНИЕ ВИДЕО И ИЗОБРАЖЕНИЙ OpenGL output, JPEG, JPEG2000, Raw Bayer, H.264 encoding Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность Fastvideo - H.264 encoder H.264 encoding on GPU NVENC accelerated video encodingYes Adobe - Photoshop CC Image editing Over 30 effects for smoother Single only Fastvideo - SDK JPEG, JPEG2000, Raw Bayer codecsFast JPEG, JPEG2000, Raw Bayer Yes image manipulation in Mercury encoding and decoding on CUDA Graphics Engine Adobe - Premiere Pro CC Video editing Mercury Playback Engine for real- Yes Interra - Baton Video quality analysis GPU accelerated video quality Single only time video editing & accelerated assessment rendering isovideo - Viarte CUDA-accelerated video Yes Apple - Final Cut Pro Video editing Faster effects Single only Video standards conversion procession and encoding METUS - Ingest Video recording, transcoding, and CUDA Accelerated video Single only Autodesk - Smoke Finishing and editing Faster effects Single only streaming software. recording, encoding and broadcast Avid - Media Composer Video editing Faster video effects, unique stereo Single only transcoding 3D capabilities Root6 - Content Agent Automated transcoding and GPU-accelerated video procession Yes EditShare - Lightworks Video editing Faster effects Single only workflow management and encoding Grass Valley - Edius Pro Video editing Faster effects Single only Sorenson Media - Squeeze Video transcoding application and Video encoding and video Yes plug-In processing Imagine Communications - Video editing Faster effects Single only Velocity Snell Advanced Media - Video standards conversion GPU-accelerated video procession Yes Alchemist on Demand and encoding Snell Advanced Media - Qube Broadcast video editing Faster video effects, unique stereo Single only 3D capabilities Tektronix - Aurora Automated video quality GPU-accelerated video quality Single only measurement assessment Sony - Catalyst Browse, Video editing Faster effects, transitions and Single only Prepare and Edit encoding Telestream - Vantage Video transcoding and processing Video encoding and video Yes Lightspeed processing Sony - Vegas Pro Video editing Faster video effects and encoding Single only Wowza - Transcoder H.264 video encoding NVENC accelerated video encodingSingle only ПЕРЕКОДИРОВАНИЕ ВИДЕОТРАНСЛЯЦИЯ В ПРЯМОМ ЭФИРЕ Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность ArcVideo - Core Video processing and transcoding Accelerated transcoding and Yes Brainstorm - eStudio Virtual sets and motion graphics Real-time rendering Single only encoding ChyronHego - GS2 Graphics On-air graphics Real-time rendering Single only ArcVideo - Live High-density, real-time video Accelerated broadcast encoding Yes Engine processing and encoding. with NVIDIA CUDA and NVENC. ChyronHego - Mosaic On-air graphics Real-time rendering Single only
Cinnafilm - Tachyon Standards conversion Video processing and frame rate Yes *ChyronHego On-air graphics and virtual sets Real-time rendering Single only conversion Cinegy - Type On-air Graphics Real-time rendering Single only Comprimato - JPEG2000 Codec JPEG2000 encoding and decoding Faster than real-time UltraHD Yes Dalet - Cube On-air Graphics Real-time rendering Single only for DCP, IMF, video editing, / 4K, lossy and mathematically broadcast contribution, and lossless, high bit-depth (HDR), Grass Valley - Vertigo On-air Graphics Real-time rendering Single only archiving. performance scalable, GPU Imagine Communications - On-air graphics Real-time rendering Yes accelerated. Nexio Channelbrand Dalet - Amberfin Transcoding and video quality GPU-accelerated video procession Single only Imagine Communications - On-air graphics Real-time rendering Single only analysis and encoding Nexio G8 Elemental - Elemental Live Live streaming video processing Video encoding and video Yes Imagine Communications - On-air graphics Real-time rendering Single only and encoding processing Nexio TitleOne
Elemental - Elemental Server File-based video processing and Video encoding and video Yes Monarch - Brodcaast Dscript 3D on-air graphics Real-time rendering Single only encoding processing 3D Monarch - Virtuoso Virtual sets and motion graphics Real-time rendering Single only ERLAB - Multiplatform Video processing and encoding Pre-processing encoding, Single only Pixel Power - Clarity On-air graphics Real-time rendering Single only Transcoder software decoding, post-processing and delivery RT Software - tOG On-air graphics Real-time rendering Single only Vizrt - Viz Engine On-air graphics and virtual sets Real-time rendering Single only Wasp3D - CG On-air graphics and virtual sets Real-time rendering Single only
14 | POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 *Fastvideo - GPU Image Full image processing pipeline on Full image processing pipeline Yes Processing SDK CUDA on GPU for real-time imaging applications: Flat Field correction, Demosaicing, Denoising, Color correction, LUT, Resize, Sharp, OpenGL output, JPEG, JPEG2000, Raw Bayer, H.264 encoding Fastvideo - H.264 encoder H.264 encoding on GPU NVENC accelerated video encodingYes Fastvideo - SDK JPEG, JPEG2000, Raw Bayer codecsFast JPEG, JPEG2000, Raw Bayer Yes encoding and decoding on CUDA
Interra - Baton Video quality analysis GPU accelerated video quality Single only assessment isovideo - Viarte CUDA-accelerated video Yes Video standards conversion procession and encoding METUS - Ingest Video recording, transcoding, and CUDA Accelerated video Single only streaming software. recording, encoding and broadcast transcoding Root6 - Content Agent Automated transcoding and GPU-accelerated video procession Yes workflow management and encoding Sorenson Media - Squeeze Video transcoding application and Video encoding and video Yes plug-In processing Snell Advanced Media - Video standards conversion GPU-accelerated video procession Yes Alchemist on Demand and encoding Tektronix - Aurora Automated video quality GPU-accelerated video quality Single only measurement assessment Telestream - Vantage Video transcoding and processing Video encoding and video Yes Lightspeed processing Wowza - Transcoder H.264 video encoding NVENC accelerated video encodingSingle only ВИДЕОТРАНСЛЯЦИЯ В ПРЯМОМ ЭФИРЕ Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность Brainstorm - eStudio Virtual sets and motion graphics Real-time rendering Single only ChyronHego - GS2 Graphics On-air graphics Real-time rendering Single only Engine ChyronHego - Mosaic On-air graphics Real-time rendering Single only *ChyronHego On-air graphics and virtual sets Real-time rendering Single only Cinegy - Type On-air Graphics Real-time rendering Single only Dalet - Cube On-air Graphics Real-time rendering Single only Grass Valley - Vertigo On-air Graphics Real-time rendering Single only Imagine Communications - On-air graphics Real-time rendering Yes Nexio Channelbrand Imagine Communications - On-air graphics Real-time rendering Single only Nexio G8 Imagine Communications - On-air graphics Real-time rendering Single only Nexio TitleOne Monarch - Brodcaast Dscript 3D on-air graphics Real-time rendering Single only 3D Monarch - Virtuoso Virtual sets and motion graphics Real-time rendering Single only Pixel Power - Clarity On-air graphics Real-time rendering Single only RT Software - tOG On-air graphics Real-time rendering Single only Vizrt - Viz Engine On-air graphics and virtual sets Real-time rendering Single only Wasp3D - CG On-air graphics and virtual sets Real-time rendering Single only
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 | 15 Echelon Stoneridge TechnologyReservoir simulator Fully GPU-accelerated reservoir Yes МОНТАЖ И ЭФФЕКТЫ В ПРЯМОМ ЭФИРЕ model, including dual-perm, dual Приложение Описание Поддерживаемая Поддержка Multi-GPU porosity, pressure varying perm функциональность and porosity. Eclipse compatible input deck. Autodesk - RV Review and approval of 4K content Real-time Single only Esri ArcGIS for Desktop Determines the raster surface Viewshed2 transforms the Yes 3ality Technica - Intellicam 3D stereo camera adjustment CUDA-based 3D imaging Single only (ArcMap and ArcGIS Pro) – locations visible to a set of observer elevation surface into a geocentric Binocle3D - Disparity Killer 3D stereoscopic workflow CUDA-based 3D imaging Single only Spatial Analyst and 3D Analyst features, using geodesic methods. 3D coordinate system and runs 3D sightlines to each transformed cell Blackmagic Design - Dimension3D stereoscopic workflow Real-time Single only center. BlueFish - Fluid 4K Review Review and approval of 4K content Real-time video review Single only ffA Geoteric Seismic interpretation Attributes calculations, geobodies Yes extraction Colorfront - On-Set Dailies Review, color grading and Real-time Yes transcoding on set ffA SEA3D Pro Seismic interpretation Attributes calculations, geobodies Yes extraction Lightcraft - Previzion On-set virtual production Real-time, virtual set production Single only ffA SVI Pro Seismic interpretation Attributes calculations, geobodies Yes MTI Film - Cortex Dailies Review, color grading and CUDA accelerated grading and Single only extraction transcoding on set transcoding GeoMage Multifocusing Seismic processing Advanced seismic imaging Yes The Pixel Farm - PFTrack 3D scene creation and tracking CUDA-accelerated tracking Yes technologies and services, as well as interpretation, geological ВИЗУАЛИЗАЦИЯ МЕТЕОРОЛОГИЧЕСКИХ ДАННЫХ modeling, and reservoir Приложение Описание Поддерживаемая Поддержка Multi-GPU characterization. функциональность HUE Headwave Suite Seismic interpretation Attributes calculations, Volume Yes Accuweather - Cinemative HD Weather graphics Real-time Single only Rendering Accuweather - Storyteller Weather graphics Real-time Single only HUE HUEspace Seismic interpretation Interpretation development Yes *ChyronHego - Metacast Weather graphics Real-time Single only platform OpenGeo Solutions OpenSeis Seismic processing Spectral Decomposition Yes MeteoGraphics - MeteoEarth Weather graphics Real-time Single only Panorama Tech Seismic processing, Modeling Multiple algorithms (RTM, etc) Yes WSI - Max Weather Weather graphics Real-time Single only
Визуализация медицинских данных Paradigm Echos RTM Seismic processing RTM algorithm Yes Paradigm Geophysical Seismic interpretation Volume Rendering, Horizon Yes Приложение Описание Поддерживаемая Поддержка Multi-GPU VoxelGeo Flattening функциональность Paradigm SKUA Reservoir modeling Faults, Horizons and Flow Yes *PowerGrid Advanced MRI reconstruction Discrete Fourier Tranform Yes Simulation Grid modeling PumaFlow IFP Reservoir simulation GPU-accelerated linear solver Yes Ridgeway Kite Simulator Reservoir simulation Fully GPU-accelerated reservoir Yes model, including surface facilities Вычисления в нефтегазовой отрасли and multiple realization history matching. Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность Roxar RMS Reservoir modeling Multi GPU capabilities via Yes HUEspace Acceleware Seismic processing RTM, Kirchhoff, control source, Yes AxRTM electromagnetism, forward Schlumberger Omega2 RTM Seismic processing Multiple algorithms (RTM, etc) Yes AxKTM modeling. Seismic City Prestack Seismic processing Multiple algorithms (RTM, etc) Yes Interpretation BRS Labs AISight for SCADA Proactive integrity management 24/7 real-time analysis and Yes SpectraSeis Seismic processing Full elastic wave-equation imaging Yes and real-time precursor alerts for alerting scaling to thousands and analysis of microseismic enhanced SCADA operations in oil of sensors across remote and fracture data. and gas. geographically dispersed locations including historical analysis and Stoneridge Technologies Reservoir simulation GPU Algebraic MultiGrid Package Yes trend reports. GAMPACK Tsunami A2011 Seismic processing/Imaging RTM processing Yes package CGG- GeoVation Seismic processing Multiple algorithms (RTM, etc) Yes Tsunami RTM Seismic processing RTM algorithm Yes
CGG- Inside Earth Seismic interpretation Horizon orientation attributes; Yes Исследовательские задачи в научно-образовательной сфере automated fault extraction, Curvature Attributes. ВЫЧИСЛИТЕЛЬНАЯ ХИМИЯ И БИОЛОГИЯ Биоинформатика
16 | POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 Echelon Stoneridge TechnologyReservoir simulator Fully GPU-accelerated reservoir Yes model, including dual-perm, dual porosity, pressure varying perm and porosity. Eclipse compatible input deck. Esri ArcGIS for Desktop Determines the raster surface Viewshed2 transforms the Yes (ArcMap and ArcGIS Pro) – locations visible to a set of observer elevation surface into a geocentric Spatial Analyst and 3D Analyst features, using geodesic methods. 3D coordinate system and runs 3D sightlines to each transformed cell center. ffA Geoteric Seismic interpretation Attributes calculations, geobodies Yes extraction ffA SEA3D Pro Seismic interpretation Attributes calculations, geobodies Yes extraction ffA SVI Pro Seismic interpretation Attributes calculations, geobodies Yes extraction GeoMage Multifocusing Seismic processing Advanced seismic imaging Yes technologies and services, as well as interpretation, geological modeling, and reservoir characterization.
HUE Headwave Suite Seismic interpretation Attributes calculations, Volume Yes Rendering HUE HUEspace Seismic interpretation Interpretation development Yes platform OpenGeo Solutions OpenSeis Seismic processing Spectral Decomposition Yes Panorama Tech Seismic processing, Modeling Multiple algorithms (RTM, etc) Yes
Paradigm Echos RTM Seismic processing RTM algorithm Yes Paradigm Geophysical Seismic interpretation Volume Rendering, Horizon Yes VoxelGeo Flattening Paradigm SKUA Reservoir modeling Faults, Horizons and Flow Yes Simulation Grid PumaFlow IFP Reservoir simulation GPU-accelerated linear solver Yes Ridgeway Kite Simulator Reservoir simulation Fully GPU-accelerated reservoir Yes model, including surface facilities and multiple realization history matching. Roxar RMS Reservoir modeling Multi GPU capabilities via Yes HUEspace Schlumberger Omega2 RTM Seismic processing Multiple algorithms (RTM, etc) Yes Seismic City Prestack Seismic processing Multiple algorithms (RTM, etc) Yes Interpretation SpectraSeis Seismic processing Full elastic wave-equation imaging Yes and analysis of microseismic fracture data. Stoneridge Technologies Reservoir simulation GPU Algebraic MultiGrid Package Yes GAMPACK Tsunami A2011 Seismic processing/Imaging RTM processing Yes package Tsunami RTM Seismic processing RTM algorithm Yes Исследовательские задачи в научно-образовательной сфере ВЫЧИСЛИТЕЛЬНАЯ ХИМИЯ И БИОЛОГИЯ Биоинформатика
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 | 17 Приложение Описание Поддерживаемая Поддержка Multi-GPU REACTA A modified version of GCTA GRM creation, REML analysis, Yes функциональность with improved computational Regional Heritability (including performance, support for Graphics multi-GPU). Arioc High-throughput read alignment Single-end alignment, paired-end Yes Processing Units (GPUs), and with GPU-accelerated exploration of alignment additional features. The purpose the seed-and-extend search space • Output in SAM or database- of REACTA is to quantify the ready binary formats contribution of genetic variation to • Multiple GPU implementation phenotypic variation for complex BarraCUDA Sequence mapping software Alignment of short sequencing Yes traits. reads, alignment of indels with SeqNFind SeqNFind® is a powerful tool Hardware and software for Yes gap openings and extensions. suite that addresses the need for reference assembly, blast, SW, complete and accurate alignments HMM, de novo assembly. of many small sequences against BEAGLE-lib BEAGLE is a high-performance Evaluation of likelihood for Yes entire genomes utilizing a unique library that can perform the sequence evolution on trees and hardware/software cluster system core calculations at the heart of Arbitrary models (e.g. nucleotide, for facilitating bioinformatics most Bayesian and Maximum amino acid, codon) research in Next Generation Likelihood phylogenetics packages. Speed-ups (over CPU only sequencing and genomic It can make use of highly-parallel version): nucleotide model = up to comparisons. processors such as those in 25x, codon model = up to 50x. graphics cards (GPUs) found in SOAP3 GPU-based software for aligning Short read alignment tool that is Yes many PCs. short reads with a reference not heuristic based; reports all sequence. It can find all answers. alignments with k mismatches, Campaign An open-source library of GPU- K-means (and Kps-means, a Single only where k is chosen from 0 to 3. accelerated data clustering K-means variant for GPUs with SOAP3-dp SOAP3-dp: Ultra-fast GPU-based Borrows-Wheeler Transformation, Yes algorithms and tools. parallel sorting for improved tool for short read alignment Dynamic Programming. performance), K-medoids, via index-assisted dynamic K-centers (a K-medoids variant programming. in which medoids are placed only once according to a heuristic), Hierarchical clustering and Self- UGene Open source Smith-Waterman Fast short read alignment. Yes organizing map. for SSE/CUDA, Suffix array based repeats finder and dotplot. CUDASW++ Open source software for Smith- Parallel search of Smith- Yes Waterman protein database Waterman database. WideLM Fits numerous linear models to a Parallel linear regression on Yes searches on GPUs. fixed design and response. multiple similarly-shaped models. CUSHAW Parallelized short read aligner Parallel, accurate long read Yes aligner for large genomes Молекулярная динамика G-BLASTN GPU-accelerated nucleotide Blastn and megablast modes of Single only Приложение Описание Поддерживаемая Поддержка Multi-GPU alignment tool based on the widely NCBI-BLAST функциональность used NCBI-BLAST. ACEMD GPU simulation of molecular Written for use only on GPUs. Yes GPU-Blast Local search with fast k-tuple Protein alignment according to Single only mechanics force fields, implicit and heuristic BLASTP explicit solvent mCUDA-MEME Ultrafast scalable motif discovery Scalable motif discovery algorithm Yes AMBER Suite of programs to simulate PMEMD Explicit Solvent and GB Yes algorithm based on MEME . based on MEME. molecular dynamics on Implicit Solvent biomolecule. CHARMM MD package to simulate molecular Implicit (5x), Explicit (2x) Solvent Yes MUMmer GPU High-throughput local sequence Aligns multiple query sequences TBD dynamics on biomolecule. via OpenMM, now ported natively alignment program against reference sequence in to GPUs. parallel. DESMOND High-speed molecular dynamics The code uses novel parallel Yes NVBIO NVBIO is an open source C++ library Data structures, algorithms, and Yes simulations of biological systems. algorithms and numerical of reusable components designed utility routines useful for building techniques to achieve high to accelerate bioinformatics complex computational genomics performance and accuracy. applications using CUDA. applications on CPU-GPU systems. ESPResSo Highly versatile software package Hydrodynamic / Electrokinetic Yes NVBowtie A largely complete implementation Good coverage of Bowtie2 features Yes for performing and analyzing forces of the Bowtie2 aligner on top of and comparable quality results. scientific Molecular Dynamics P3M electrostatics. NVBIO. many-particle simulations of coarse-grained atomistic or bead- PEANUT Read mapper for DNA or RNA Achieves supreme sensitivity Single only spring models as they are used in sequence reads to a known and speed compared to current soft-matter research in physics, reference genome. state of the art read mappers like chemistry and molecular biology. BWA MEM, Bowtie2 and RazerS3. PEANUT reports both only the best hits or all hits.
18 | POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 REACTA A modified version of GCTA GRM creation, REML analysis, Yes with improved computational Regional Heritability (including performance, support for Graphics multi-GPU). Processing Units (GPUs), and additional features. The purpose of REACTA is to quantify the contribution of genetic variation to phenotypic variation for complex traits. SeqNFind SeqNFind® is a powerful tool Hardware and software for Yes suite that addresses the need for reference assembly, blast, SW, complete and accurate alignments HMM, de novo assembly. of many small sequences against entire genomes utilizing a unique hardware/software cluster system for facilitating bioinformatics research in Next Generation sequencing and genomic comparisons. SOAP3 GPU-based software for aligning Short read alignment tool that is Yes short reads with a reference not heuristic based; reports all sequence. It can find all answers. alignments with k mismatches, where k is chosen from 0 to 3. SOAP3-dp SOAP3-dp: Ultra-fast GPU-based Borrows-Wheeler Transformation, Yes tool for short read alignment Dynamic Programming. via index-assisted dynamic programming.
UGene Open source Smith-Waterman Fast short read alignment. Yes for SSE/CUDA, Suffix array based repeats finder and dotplot. WideLM Fits numerous linear models to a Parallel linear regression on Yes fixed design and response. multiple similarly-shaped models. Молекулярная динамика Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность ACEMD GPU simulation of molecular Written for use only on GPUs. Yes mechanics force fields, implicit and explicit solvent AMBER Suite of programs to simulate PMEMD Explicit Solvent and GB Yes molecular dynamics on Implicit Solvent biomolecule. CHARMM MD package to simulate molecular Implicit (5x), Explicit (2x) Solvent Yes dynamics on biomolecule. via OpenMM, now ported natively to GPUs. DESMOND High-speed molecular dynamics The code uses novel parallel Yes simulations of biological systems. algorithms and numerical techniques to achieve high performance and accuracy. ESPResSo Highly versatile software package Hydrodynamic / Electrokinetic Yes for performing and analyzing forces scientific Molecular Dynamics P3M electrostatics. many-particle simulations of coarse-grained atomistic or bead- spring models as they are used in soft-matter research in physics, chemistry and molecular biology.
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 | 19 Folding@Home A distributed computing project that Powerful distributed computing Yes SOP-GPU SOP-GPU package, where SOP Langevin dynamics simulations Single only studies protein folding, misfolding, molecular dynamics system; stands for the Self Organized using the coarse-grained Self aggregation, and related diseases. implicit solvent and folding. Polymer Model fully implemented Organized Polymer (SOP) on a GPU, is a scientific software model, Multiple simulation package designed to perform trajectories can be performed Langevin Dynamics Simulations simultaneously on a single GPU, of the mechanical or thermal Calpha and Calpha-Cbeta models GPUgrid.net A distributed computing project High-performance all-atom Yes unfolding, and mechanical are supported, Simulations of that uses GPUs for molecular biomolecular simulations; explicit indentation of large biomolecular protein forced unfolding, Novel simulations. solvent and binding. systems in the experimental simulations of nanoindentation in GROMACS Simulation of biochemical Implicit (5x), Explicit (2x) Solvent Yes subsecond (millisecond-to-second) silico, Support for hydrodynamic molecules with complicated bond timescale. interactions, Up to ~100 ms of interactions. simulation time per day, Systems of up to 1,000,000 amino-acids (on HALMD Large-scale simulations of simple Simple fluids and binary Single only GPUs with 6GB or great memory). and complex liquids. mixtures (pair potentials, high- precision NVE and NVT, dynamic correlations). HOOMD-Blue Particle dynamics package written Written for use only on GPUs Yes grounds up for GPUs. Квантовая химия LAMMPS Classical molecular dynamics Lennard-Jones, Gay-Berne, Yes package Tersoff, and dozens more Приложение Описание Поддерживаемая Поддержка Multi-GPU potentials функциональность Abinit Allows to find total energy, charge Local Hamiltonian, non-local Yes *MELD OpenMM plugin written for GPUs Integrative approach to combine Yes density and electronic structure Hamiltonian, LOBPCG algorithm, physics and information of systems made of electrons and diagonalization/ orthogonalization. Orders of magnitude faster protein nuclei within DFT. folding than brute force MD ACES III Takes best features of parallel Integrating scheduling GPU into Yes implementations of quantum SIAL programming language and chemistry methods for electronic SIP runtime environment. NAMD Designed for high-performance Full electrostatics with PME and Yes structure. simulation of large molecular most simulation features; 100M ADF Density Functional Theory (DFT) Geometry optimizations and Yes systems. atom capable. software package that enables frequency calculations with GGA first-principles electronic structure functionals. calculations. OpenMM Library and application for Implicit and explicit solvent, Yes molecular dynamics for HPC with custom forces GPUs. BigDFT Implements density functional DFT; Daubechies wavelets, part of Yes theory by solving the Kohn-Sham Abinit PolyFTS Classical molecular simulation Uses auxiliary fields as the Single only equations describing the electrons code for studying polymer self- fundamental simulation degrees of in a material. assembly and thermodynamics. freedom, Uses cuFFT extensively (~ 80%), CUDA code is ~20%, Multi CASTEP [In development] CASTEP is a leading code for TBD Yes CPU or single GPU per job, 1x = Ivy calculating the properties of Bridge E5-2690 CPU all 10 cores, materials from first principles. 3-8X on K40 or K80 (utilizing 1/2 of Using density functional theory, the K80). it can simulate a wide range of properties of materials proprieties including energetics, structure at the atomic level, vibrational properties, electronic response properties etc.
CP2K Program to perform atomistic DBCSR (space matrix multiply Yes and molecular simulations of library) solid state, liquid, molecular and biological systems.
20 | POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 SOP-GPU SOP-GPU package, where SOP Langevin dynamics simulations Single only stands for the Self Organized using the coarse-grained Self Polymer Model fully implemented Organized Polymer (SOP) on a GPU, is a scientific software model, Multiple simulation package designed to perform trajectories can be performed Langevin Dynamics Simulations simultaneously on a single GPU, of the mechanical or thermal Calpha and Calpha-Cbeta models unfolding, and mechanical are supported, Simulations of indentation of large biomolecular protein forced unfolding, Novel systems in the experimental simulations of nanoindentation in subsecond (millisecond-to-second) silico, Support for hydrodynamic timescale. interactions, Up to ~100 ms of simulation time per day, Systems of up to 1,000,000 amino-acids (on GPUs with 6GB or great memory).
Квантовая химия Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность Abinit Allows to find total energy, charge Local Hamiltonian, non-local Yes density and electronic structure Hamiltonian, LOBPCG algorithm, of systems made of electrons and diagonalization/ orthogonalization. nuclei within DFT. ACES III Takes best features of parallel Integrating scheduling GPU into Yes implementations of quantum SIAL programming language and chemistry methods for electronic SIP runtime environment. structure. ADF Density Functional Theory (DFT) Geometry optimizations and Yes software package that enables frequency calculations with GGA first-principles electronic structure functionals. calculations.
BigDFT Implements density functional DFT; Daubechies wavelets, part of Yes theory by solving the Kohn-Sham Abinit equations describing the electrons in a material. CASTEP [In development] CASTEP is a leading code for TBD Yes calculating the properties of materials from first principles. Using density functional theory, it can simulate a wide range of properties of materials proprieties including energetics, structure at the atomic level, vibrational properties, electronic response properties etc.
CP2K Program to perform atomistic DBCSR (space matrix multiply Yes and molecular simulations of library) solid state, liquid, molecular and biological systems.
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 | 21 GAMESS-UK The general purpose ab initio (ss|ss) type integrals within Yes PEtot First principles materials code Density functional theory (DFT) Yes molecular electronic structure calculations using Hartree-Fock that computes the behavior of the plane wave pseudopotential program for performing SCF-, DFT- ab initio methods and density electron structures of materials. calculations. and MCSCF-gradient calculations. functional theory. Supports organics and inorganics. PWMat The fastest plane wave It can perform extremely fast Yes pseudopotential code for density plane wave DFT calculations based functional theory simulations based on GPU machines and single GAMESS-US Computational chemistry suite used Libqc with Rys Quadrature Yes on GPU. precision and double precision to simulate atomic and molecular Algorithm, Hartree-Fock, MP2 and mixed algorithm. It deploys electronic structure. CCSD. the state-of-the-art electronic structure calculation methods with many new features and algorithm Gaussian [In development] Predicts energies, molecular Joint NVIDIA, PGI and Gaussian Yes innovations. It performs ab initio structures, and vibrational collaboration. material science simulations, frequencies of molecular systems. designed for both theoretical and experimental groups.
GPAW Real-space grid DFT code written in Electrostatic poisson equation, Yes C and Python orthonormalizing of vectors, residual minimization method (rmm-diis). Q-CHEM Computational chemistry package Various features including RI-MP2 Single Only gWL-LSMS Materials code for investigating Generalized Wang-Landau method Yes designed for HPC clusters. the effects of temperature on magnetism. LATTE Density matrix computations CU_BLAS, SP2 Algorithm Yes QMCPACK Solves the many-body Schrodinger Main features Yes equation for electronic structures *LSDalton Linear-scaling HF and DFT code (T) correction to the CCSD energy. Yes using a quantum Monte Carlo suitable for large molecular • RI-MP2 energy/gradient (in method. systems, now also with some CCSD development). Quantum Espresso/PWscf An integrated suite of computer PWscf package: linear algebra Yes capabilities • CCSD energy (in development). codes for electronic structure (matix multiply), explicit • GPU-based ERI generator (in calculations and materials computational kernels, 3D FFTs. development). modeling at the nanoscale. QUICK QUICK is a GPU-enabled ab intio Running Hartree-Fock and DFT Yes quantum chemistry software energy on GPU, Supports s, p, d, f package. orbitals on energy calculation, HF MOLCAS Methods for calculating general CU_BLAS Single only gradient with s,p,d orbital support, electronic structures in molecular Additional GPU support coming GPU-based ERI generator. systems in both ground and excited in Version 8 states. TeraChem Quantum chemistry software Full GPU-based solution; Yes designed to run on NVIDIA GPU. Performance compared to MOPAC2012 Semiempirical Quantum Chemistry Pseudodiagonalization, full Single only GAMESS CPU version. diagonalization, and density matrix VASP Complex package for performing Blocked Davidson (ALGO = Yes assembling via Magma libraries. ab-initio quantum-mechanical NORMAL & FAST), RMM-DIIS NWChem Calculations Triples part of Reg-CCSD(T), CCSD Yes molecular dynamics (MD) (ALGO = VERYFAST & FAST), and EOMCCSD task schedulers. simulations using pseudopotentials K-Points and optimization for or the projector-augmented wave critical step in exact exchange method and a plane wave basis set. calculations. Octopus Used for ab initio virtual Full GPU support for ground- TBD Визуализация и доккинг experimentation and quantum state, real-time calculations; chemistry calculations. Kohn-Sham Hamiltonian, Приложение Описание Поддерживаемая Поддержка Multi-GPU orthogonalization, subspace функциональность diagonalization, poisson solver, Amira® A multifaceted software platform 3D visualization of volumetric data Single only time propagation. for visualizing, manipulating, and and surfaces understanding Life Science and bio- medical data. ONETEP [In development] ONETEP (Order-N Electronic Total TBD Yes Energy Package) is a linear-scaling BINDSURF A virtual screening methodology Allows fast processing of large Single only code for quantum-mechanical that uses GPUs to determine ligand databases calculations based on density- protein binding sites. functional theory. BUDE Molecular docking program Empirical Free Energy Force field Single only FastROCS Molecule shape comparison Real-time shape similarity Yes application searching/comparison
22 | POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 PEtot First principles materials code Density functional theory (DFT) Yes that computes the behavior of the plane wave pseudopotential electron structures of materials. calculations.
PWMat The fastest plane wave It can perform extremely fast Yes pseudopotential code for density plane wave DFT calculations based functional theory simulations based on GPU machines and single on GPU. precision and double precision mixed algorithm. It deploys the state-of-the-art electronic structure calculation methods with many new features and algorithm innovations. It performs ab initio material science simulations, designed for both theoretical and experimental groups.
Q-CHEM Computational chemistry package Various features including RI-MP2 Single Only designed for HPC clusters.
QMCPACK Solves the many-body Schrodinger Main features Yes equation for electronic structures using a quantum Monte Carlo method. Quantum Espresso/PWscf An integrated suite of computer PWscf package: linear algebra Yes codes for electronic structure (matix multiply), explicit calculations and materials computational kernels, 3D FFTs. modeling at the nanoscale. QUICK QUICK is a GPU-enabled ab intio Running Hartree-Fock and DFT Yes quantum chemistry software energy on GPU, Supports s, p, d, f package. orbitals on energy calculation, HF gradient with s,p,d orbital support, GPU-based ERI generator. TeraChem Quantum chemistry software Full GPU-based solution; Yes designed to run on NVIDIA GPU. Performance compared to GAMESS CPU version. VASP Complex package for performing Blocked Davidson (ALGO = Yes ab-initio quantum-mechanical NORMAL & FAST), RMM-DIIS molecular dynamics (MD) (ALGO = VERYFAST & FAST), simulations using pseudopotentials K-Points and optimization for or the projector-augmented wave critical step in exact exchange method and a plane wave basis set. calculations. Визуализация и доккинг Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность
Amira® A multifaceted software platform 3D visualization of volumetric data Single only for visualizing, manipulating, and and surfaces understanding Life Science and bio- medical data. BINDSURF A virtual screening methodology Allows fast processing of large Single only that uses GPUs to determine ligand databases protein binding sites. BUDE Molecular docking program Empirical Free Energy Force field Single only FastROCS Molecule shape comparison Real-time shape similarity Yes application searching/comparison
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 | 23 *Interactive Molecule Visualizer Experimental interactive molecule Targeting high quality images and Single only AWP The Anelastic Wave Propagation, 3D Finite Difference Computation Single only visualizer based on a ray-tracing ease of interaction, IMV uses the AWP-ODC, independently simulates engine. latest GPUcomputing acceleration the dynamic rupture and wave techniques, combined with natural propagation that occurs during user interfaces such as Kinect and an earthquake. Dynamic rupture Wiimotes. produces friction, traction, slip, and slip rate information on the fault. Molegro Virtual Docker 6 Method for performing high Energy grid computation, pose Single only The moment function is constructed accuracy flexible molecular evaluation and guided differential from this fault data and used to docking. evolution. initialize wave propagation. BQCD Lattice quantum chromodynamics Wilson-clover fermion linear Yes PaPaRa 2.0 A Vectorized Algorithm for Up to 15-fold run time Single only application, used for nuclear ad solver Probabilistic Phylogeny-Aware improvements by deploying SIMD high energy physics calculations. Alignment Extension. vector intrinsics to accelerate the alignment kernel. *CASTRO A multicomponent compressible Gravitational Field Solver Yes hydrodynamic code for PIPER Protein Docking Protein-protein docking program Molecule docking TBD astrophysical flows including PyMol User-sponsored molecular Lines: 460% increase Single only self-gravity, nuclear reactions and visualization system on an open- Cartoons: 1246% increase radiation. CASTRO uses an Eulerian source foundation Surface: 1746% increase grid and incorporates adaptive Spheres: 753% increase mesh refinement (AMR). The Ribbon: 426% increase approach uses a nested hierarchy of logically-rectangular grids with VEGA ZZ Molecular Modeling Toolkit Virtual logP, molecular surface Single only simultaneous refinement in both values space and time. Changa Astrophysics code performs Gravitational Model has been Single only VMD Visualization and analyzing large High quality rendering, large Yes collisionless N-body simulations. accelerated using CUDA bio-molecular systems in 3-D structures (100M atoms), analysis It can perform cosmological graphics and visualization tasks, multiple simulations with periodic boundary GPU support for display of conditions in comoving coordinates molecular orbitals or simulations of isolated stellar systems.
Chemora Chemora is a system for performing Chemora embeds the equations’ Yes ЧИСЛЕННЫЙ АНАЛИЗ simulations of systems described computational kernels into Приложение Описание Поддерживаемая Поддержка Multi-GPU by differential equations running on dynamically compiled loop nests функциональность accelerated computational clusters. shaped for input size and GPU structure. Accelereyes- ArrayFire Comprehensive GPU function Hundreds of functions for Yes library math, signal/image processing, Chroma Lattice Quantum Chromodynamics Wilson-clover fermions, Krylov Yes statistics, and more. (LQCD) solvers, Domain-decomposition HiPLAR 3High Performance Linear Algebra Supports GPU and multi-core Yes (for in R platforms, compatible with legacy algebra functions via Magma R code, no new data types or 1.5 or later) operators, auto-tuning, support CPS Lattice quantum chromodynamics Wilson, domain-wall and Möbius Yes for R Matrix package. application, used for nuclear ad fermion linear solvers high energy physics calculations. Mathematica Wolfram A symbolic technical computing Development environment Yes language and development for CUDA and OpenCL. GPU environment. acceleration for Wolfram Finance ENZO 3D block-structured AMR code for Accelerated magneto Yes Platform. cosmological structure formation. hydrodynamics solvers Mathworks - MATLAB GPU acceleration for MATLAB Support for 200+ of most used Yes (high-level technical computing MATLAB functions (incl. Signal GTC Simulates microturbulence and Electron push and shift Yes language). Processing, Image Processing, transport in magnetically confined (accounting for >80% of run time) Communications Systems, etc). fusion plasma. NMath Premium GPU-accelerated math and Automatically offloads Single only GTC-P A development code for Optimized with CUDA. OpenACC Yes statistics for .NET, automatically computations to the GPU. optimization of plasma physics. Full development underway detects the presence of a CUDA- science and data sets are included, enabled GPU at runtime and but in a simplified form to allow seamlessly redirects appropriate performance testing and tuning. computations to it. GTS Simulates microturbulence and the Push and shift for both electron Yes ФИЗИКА motion of charged particles and and ion dynamics interactions in fusion plasma. Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность
24 | POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 AWP The Anelastic Wave Propagation, 3D Finite Difference Computation Single only AWP-ODC, independently simulates the dynamic rupture and wave propagation that occurs during an earthquake. Dynamic rupture produces friction, traction, slip, and slip rate information on the fault. The moment function is constructed from this fault data and used to initialize wave propagation. BQCD Lattice quantum chromodynamics Wilson-clover fermion linear Yes application, used for nuclear ad solver high energy physics calculations. *CASTRO A multicomponent compressible Gravitational Field Solver Yes hydrodynamic code for astrophysical flows including self-gravity, nuclear reactions and radiation. CASTRO uses an Eulerian grid and incorporates adaptive mesh refinement (AMR). The approach uses a nested hierarchy of logically-rectangular grids with simultaneous refinement in both space and time. Changa Astrophysics code performs Gravitational Model has been Single only collisionless N-body simulations. accelerated using CUDA It can perform cosmological simulations with periodic boundary conditions in comoving coordinates or simulations of isolated stellar systems.
Chemora Chemora is a system for performing Chemora embeds the equations’ Yes simulations of systems described computational kernels into by differential equations running on dynamically compiled loop nests accelerated computational clusters. shaped for input size and GPU structure. Chroma Lattice Quantum Chromodynamics Wilson-clover fermions, Krylov Yes (LQCD) solvers, Domain-decomposition
CPS Lattice quantum chromodynamics Wilson, domain-wall and Möbius Yes application, used for nuclear ad fermion linear solvers high energy physics calculations.
ENZO 3D block-structured AMR code for Accelerated magneto Yes cosmological structure formation. hydrodynamics solvers
GTC Simulates microturbulence and Electron push and shift Yes transport in magnetically confined (accounting for >80% of run time) fusion plasma. GTC-P A development code for Optimized with CUDA. OpenACC Yes optimization of plasma physics. Full development underway science and data sets are included, but in a simplified form to allow performance testing and tuning.
GTS Simulates microturbulence and the Push and shift for both electron Yes motion of charged particles and and ion dynamics interactions in fusion plasma.
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 | 25 HACC Simulates N-Body Astrophysics This code has been optimized Yes with CUDA runs in full production ВИЗУАЛИЗАЦИЯ НАУЧНЫХ ВЫЧИСЛЕНИЙ mode. Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность *MAESTRO A low Mach number stellar Gravitational Field Solver Yes 3D Slicer Medical visualization & Rendering, image processing Single only hydrodynamics code that can segmentation be used to simulate long-time, low-speed flows that would be CEI EnSight Visualization and analysis Rendering Yes prohibitively expensive to model application for CAE using traditional compressible FluoRender (SCI, U of Utah) Interactive rendering tool Multi-channel volume rendering Single only code. for confocal microscopy data visualization. GPULib for IDL Data analysis application Analysis tasks Single only MILC Lattice Quantum Chromodynamics Staggered fermions, Krylov Yes HVR (LCSE, U of Minnesota) Interactive volume rendering Volume rendering Yes (LQCD) codes simulate how solvers, Gauge-link fattening. application elemental particles are formed and bound by the “strong force” to ImageVis3D (SCI, U of Utah) Simple, scalable, and interactive Out-of-core volume rendering Single only create larger particles like protons volume rendering application. and neutrons. IntelligentLight FieldView Visualization application for CFD Rendering Single only MПриложение - MATLAB Data analysis and visualization Rendering and analysis tasks Single only OSIRIS Simulates Plasma Physics 2 dimensions of the particle push Yes application including Laser interaction have been optimized with CUDA. ParaView Scalable data anlysis and Rendering and analysis tasks Yes Additional optimization is being visualization application planned with OpenACC. Seg3D (SCI, U of Utah) Segmentation application for Rendering, image processing Single only medical data PIConGPU A relativistic Particle-in-Cell code Simulation of laser-wakefield Yes Visulalization Toolkit (VTK) Data anlysis and visualization Rendering Single only that describes the dynamics of a acceleration of electrons. toolkit plasma by computing the motion of electrons and ions subject to the VisIt Scalable data anlysis and Rendering and analysis tasks Yes Maxwell-Vlasov equation. visualization application vl3 (Argonne National Lab) Large dataset visualization in Volume rendering of particles Yes PPM Piecewise parabolic method, Turbulent, compressible mixing of Single only cosmology, astrophysics, and a higher-order extension of gases in the context of stars near biosciences fields. Godunov’s method which uses the ends of their lives and also in spatial interpolation and allows inertial confinement fusion. VMD (U of Illionis, Urbana- Visualization and analysis of large High-qulity rendering, large Yes for a steeper representation of Champaign) bio-molecular systems in 3-D structures (100M atoms), analysis discontinuities, particularly contact graphics. and visualization tasks, multiple discontinuities. GPU support for display of molecular orbitals. Безопасность
QUDA Library for Lattice QCD calculations CUDA supports the following Yes Application Description Supported Features Multi-GPU Support using GPUs. fermion formulations: *Cognika - Perseus Real-Time Alerting and Visual Real-Time alerting on humans or Yes Wilson,Wilson-clover,Twisted Search for Fixed and PTZ Cameras vehicles; Content-based image mass,Improved staggered (asqtad search on humans or vehicles or HISQ) and Domain wall. *Genetec – Security Center 5.3 GPU accelerated decode & Offloads the workload of video Single only rendering enables the display of stream decode and display more high-resolution streams rendering of multiple streams to from a single workstation, as GPU. well as enhancing video playback RAMSES Simulates astrophysical problems CUDA acceleration is applied for Yes performance. on different scales (e.g. star radiative transfer for reionization, Herta Security - Real time facial recognition and Supports crowded scenes, difficult Yes formation, galaxy dynamics, and the hydrodynamic solver using BioSurveillance NEXT, forensic alerts against multiple lighting, faster than real-time cosmological structure formation). AMR. BioFinder watchlists. analysis, partial face concealment. *iCetana - iMotionFocus Intelligent analysis of video GPU accelerated machine learning Yes on 1,000+ camera streams to to identify abnormal activity within XGC Simulates edge effects for MHD The particle push portion has been Yes significantly filter and reduce the video streams plasma physics optimized with CUDA and is being camera streams requiring an fully optimized with OpenACC and operator view. CUDA.
26 | POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 ВИЗУАЛИЗАЦИЯ НАУЧНЫХ ВЫЧИСЛЕНИЙ Приложение Описание Поддерживаемая Поддержка Multi-GPU функциональность 3D Slicer Medical visualization & Rendering, image processing Single only segmentation CEI EnSight Visualization and analysis Rendering Yes application for CAE FluoRender (SCI, U of Utah) Interactive rendering tool Multi-channel volume rendering Single only for confocal microscopy data visualization. GPULib for IDL Data analysis application Analysis tasks Single only HVR (LCSE, U of Minnesota) Interactive volume rendering Volume rendering Yes application ImageVis3D (SCI, U of Utah) Simple, scalable, and interactive Out-of-core volume rendering Single only volume rendering application.
IntelligentLight FieldView Visualization application for CFD Rendering Single only MПриложение - MATLAB Data analysis and visualization Rendering and analysis tasks Single only application ParaView Scalable data anlysis and Rendering and analysis tasks Yes visualization application Seg3D (SCI, U of Utah) Segmentation application for Rendering, image processing Single only medical data Visulalization Toolkit (VTK) Data anlysis and visualization Rendering Single only toolkit VisIt Scalable data anlysis and Rendering and analysis tasks Yes visualization application vl3 (Argonne National Lab) Large dataset visualization in Volume rendering of particles Yes cosmology, astrophysics, and biosciences fields. VMD (U of Illionis, Urbana- Visualization and analysis of large High-qulity rendering, large Yes Champaign) bio-molecular systems in 3-D structures (100M atoms), analysis graphics. and visualization tasks, multiple GPU support for display of molecular orbitals. Безопасность Application Description Supported Features Multi-GPU Support *Cognika - Perseus Real-Time Alerting and Visual Real-Time alerting on humans or Yes Search for Fixed and PTZ Cameras vehicles; Content-based image search on humans or vehicles *Genetec – Security Center 5.3 GPU accelerated decode & Offloads the workload of video Single only rendering enables the display of stream decode and display more high-resolution streams rendering of multiple streams to from a single workstation, as GPU. well as enhancing video playback performance. Herta Security - Real time facial recognition and Supports crowded scenes, difficult Yes BioSurveillance NEXT, forensic alerts against multiple lighting, faster than real-time BioFinder watchlists. analysis, partial face concealment. *iCetana - iMotionFocus Intelligent analysis of video GPU accelerated machine learning Yes on 1,000+ camera streams to to identify abnormal activity within significantly filter and reduce the video streams camera streams requiring an operator view.
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 | 27 intuVision - intuVision VA Real-time alerts and data reporting Robust and user trainable object Yes from use cases include Security, classification for tracking. Using Traffic, Retail and Parking, Analysisdistributed architecture of video streams in real-time and on archived video at up to 20x real- time speeds. *IQrity Inc. - IQrity RTFace Deep Learning facial recognition Real-time face detection, Yes -300/600, IQrity LDFace - 800 SDK with 25 bytes template for verification or suspect real-time identification applications identification against multi-million and large-scale IdM solutions datasets based on an artificial neural network *Macroscop Open-platform video management H264 decoding for CPU offload, Yes software for scalable IP video zooming, image conversion shader surveillance systems with advanced from 24 to 32 bits delivering better video analytics. color combination Mi-AccLib Accelerated library for video Accelerated Intrusion Detection Yes analysis on video surveillance. Algorithm.
MotionDSP - Ikena Forensic, Real-time (render-less) Multi-filter, render-less Yes Ikena Spotlight super-resolution-based video video reconstruction (super- enhancement and redaction resolution, stabilization, light/ software for forensic analysts and color correction), and automatic law enforcement professionals tracking for redaction video from body cameras, CCTV and other sources.
NEC NeoFace® Watch Face recognition for real-time video Detects & recognizes multiple Yes surveillance and offline search faces simultaneously in crowds compared against multiple watch- and variable lighting, scales lists. to more cameras, larger face databases.
Nervve - Visual Search High speed visual search and Uses images instead of keywords Yes Solution (NVSS) analysis to search for objects or scenes of interest within video and imagery. Reliant solely on pixel data with no training, keywords, or tags required. NEC NeoFace® Watch Face recognition for real-time video Detects & recognizes multiple Yes surveillance and offline search faces simultaneously in crowds compared against multiple watch- and variable lighting, scales lists. to more cameras, larger face databases.
Nervve - Visual Search High speed visual search and Uses images instead of keywords Yes Solution (NVSS) analysis to search for objects or scenes of interest within video and imagery. Reliant solely on pixel data with no training, keywords, or tags required. *Network Optix - Nx Witness IP video management system GPU accelerated conversion of Yes designed for auto discovering, YUV images to RGB, drawing and managing, recording, analyzing scaling YUV images in desktop and searching thousands of video client, dewarping fisheye (circular streams at the same time or panamorph) live or recorded video streams *Smilart Platform Real-time face recognition in Critical core segments written Yes cooperative and uncooperative in CUDA allowing for unlimited scenarios adaptable for a multitude parallelization and transparent of applications to detect, identify or clustering. verify people and objects.
28 | POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 Проведите Тест-Драйв Ускорителя Tesla GPU! Воспользуйтесь нашим предложением провести простой и бесплатный тест-драйв ускорителей Tesla GPU. www.nvidia.eu/cluster
POPULAR GPU‑ACCELERATED APPLICATIONS CATALOG | MAR14 | 29 © 2015 NVIDIA Corporation. All rights reserved. NVIDIA, the NVIDIA logo, and CUDA, are trademarks and/or registered trademarks of NVIDIA Corporation. All company and product names are trademarks or registered trademarks of the respective owners with which they are associated. Features, pricing, availability, and specifications are all subject to change without notice. NOV14