frame

Accelerator analyzer

A tool for analyzing and optimizing DNN accelerators

FRAME: Fast Roofline Analytical Modeling and Estimation

GitHub

31 stars
2 watching
6 forks
Language: Jupyter Notebook
last commit: almost 3 years ago
Linked from 1 awesome list

acceleratorattention-modelcost-modeldnn

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
maestro-project/maestroAn analytical cost model for evaluating the performance and energy efficiency of different dataflows in deep learning accelerators186
ucb-bar/gemminiA platform for exploring and evaluating deep learning hardware acceleration using a full-system simulation approach828
maestro-project/gammaAn autonomous framework for optimizing hardware mapping of deep neural networks on accelerators35
thomaskuestner/cs_moco_labProvides tools and frameworks for generating and reconstructing compressed sensing accelerated MRI sequences with motion correction capabilities.112
andyayersms/performanceexplorerAn investigation tool to analyze the performance impact of inline optimizations in a .NET runtime environment15
datacanvasio/hyperkerasAn autoML tool that searches and optimizes neural network architectures using tensorflow and keras.30
pulp-platform/idmaA modular data movement accelerator designed to support various platforms and protocols102
mil-tokyo/webdnnA framework that accelerates deep neural networks in web browsers using optimized models and GPU acceleration.1,978
roboflow/maestroA tool to streamline fine-tuning of multimodal models for vision-language tasks1,415
deepakkumar1984/amplifier.netA .NET library that enables developers to run complex applications on various hardware platforms without writing additional C kernel code.177
mrlacey/mauiappacceleratorAn extension for Visual Studio to scaffold new .NET MAUI app projects quickly and efficiently365
nicholas-leonard/drmadA toolbox for efficient hyperparameter tuning in deep learning using Bayesian optimization and automatic differentiation23
mcgill-dmas/kam1n0-communityA platform for analyzing and managing binary assemblies using machine learning and data mining techniques622
meitu/mthawkeyeA set of tools for analyzing and debugging iOS app performance issues1,486
arood/directus-extension-media-ai-bundleAn extension for Directus that provides AI-powered media analysis capabilities.63