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Deep Learning Hardware Accelerator

Paper Collection of Deep Learning Hardware Accelerator
Alternatives To Deep Learning Hardware Accelerator
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Onnxruntime11,668nuget Microsoft.ML.OnnxRuntime} Downloads8884 months ago39November 20, 20232,222mitC++
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Neural Networks On Silicon1,696
4 months ago
This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.
Pipecnn916
2 years ago35apache-2.0C
An OpenCL-based FPGA Accelerator for Convolutional Neural Networks
Nncase680pypi nncase} Downloads24 months ago19November 30, 202314apache-2.0C#
Open deep learning compiler stack for Kendryte AI accelerator ✨
Qkeras514pypi QKeras} Downloads24 months ago1July 07, 202138apache-2.0Python
QKeras: a quantization deep learning library for Tensorflow Keras
Literatures On Gnn Acceleration173
5 months agomit
A reading list for deep graph learning acceleration.
Tvm Vta170
a year ago2apache-2.0Scala
Open, Modular, Deep Learning Accelerator
Oneapi Spec156
4 months ago31otherPython
oneAPI Specification source files
Ros_openvino_toolkit146
a year ago55apache-2.0C++
Ai Serving141
8 months ago4apache-2.0Scala
Serving AI/ML models in the open standard formats PMML and ONNX with both HTTP (REST API) and gRPC endpoints
Alternatives To Deep Learning Hardware Accelerator
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Nncase ⭐ 680
Open deep learning compiler stack for Kendryte AI accelerator ✨
dependent packages 2total releases 19most recent commit 4 months agopypi nncase} Downloads
Qkeras ⭐ 514
QKeras: a quantization deep learning library for Tensorflow Keras
dependent packages 2total releases 1most recent commit 4 months agopypi QKeras} Downloads
Ros_openvino_toolkit ⭐ 146
most recent commit a year ago


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Alternative Project Comparisons
Deep Learning Hardware Accelerator vs Onnxruntime
Deep Learning Hardware Accelerator vs Neural Networks On Silicon
Deep Learning Hardware Accelerator vs Pipecnn
Deep Learning Hardware Accelerator vs Nncase
Deep Learning Hardware Accelerator vs Qkeras
Deep Learning Hardware Accelerator vs Literatures On Gnn Acceleration
Deep Learning Hardware Accelerator vs Tvm Vta
Deep Learning Hardware Accelerator vs Oneapi Spec
Deep Learning Hardware Accelerator vs Ros_openvino_toolkit
Deep Learning Hardware Accelerator vs Ai Serving
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Tensorflow ⭐ 180,196
An Open Source Machine Learning Framework for Everyone
dependent packages 78total releases 46latest release October 23, 2019most recent commit 4 months ago
Transformers ⭐ 124,049
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125latest release November 15, 2023most recent commit a month agopypi transformers} Downloads
Stable Diffusion Webui ⭐ 118,856
Stable Diffusion web UI
total releases 2latest release January 17, 2022most recent commit 4 months ago
Opencv ⭐ 75,512
Open Source Computer Vision Library
dependent packages 37total releases 29latest release February 15, 2023most recent commit 19 days ago
Pytorch ⭐ 74,794
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dependent packages 8,272total releases 39latest release November 15, 2023most recent commit 4 months agopypi torch} Downloads
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