rai

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168 repositories

mlmodelscope
Public
MLModelScope is an open source, extensible, and customizable platform to facilitate evaluation and measurement of ML models within AI pipelines.
machine-learning-library profiling machine-learning-models machine-learning deep-learning hardware architecture dl-framework carml
JavaScript
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University of Illinois/NCSA Open Source License
•9•50•19•1•Updated Aug 19, 2024Aug 19, 2024
menoh
Public
0•0•0•1•Updated Dec 15, 2023Dec 15, 2023
dockerfile-builder
Public
The aim of D4P is to enrich the PowerPC container ecosystem by providing both a platform for developers to create docker containers, and for PowerPC community to find docker images. We have already built and published over 200 docker images using this platform, and they are available both in the D4P's image catalog or accessible through the C3SR…
Go
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University of Illinois/NCSA Open Source License
•4•2•0•26•Updated Dec 7, 2022Dec 7, 2022
tensorrt_samples
Public
Samples from TensorRT installation
cpp tensorrt
C++
•2•0•0•1•Updated Nov 25, 2022Nov 25, 2022
dldataset
Public
Builtin deep learning datasets used by MLModelScope
Go
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University of Illinois/NCSA Open Source License
•2•1•0•1•Updated Nov 17, 2022Nov 17, 2022
trims_mxnet
Public
run using https://github.com/rai-project/trims-tools
C++
•1•0•0•2•Updated Oct 6, 2022Oct 6, 2022
go-pytorch
Public
pytorch
C++
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University of Illinois/NCSA Open Source License
•3•15•3•1•Updated Aug 22, 2020Aug 22, 2020
pytorch
Public
Go
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Other
•2•6•3•0•Updated Jun 29, 2020Jun 29, 2020
tensorflow
Public
TensorFlow agent for MLModelScope
go deep-learning mlmodelscope tensorflow
Go
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Other
•4•6•2•0•Updated Jun 22, 2020Jun 22, 2020
go-tensorrt
Public
Go binding to TensorRT C API to do inference with pre-trained model in Go
go deeplearning tensorrt inference
C++
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Other
•5•28•1•1•Updated May 17, 2020May 17, 2020
dlframework
Public
Common code for all deep learning predictors used by MLModelScope
machine-learning deep-learning mlmodelscope
Go
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Other
•5•5•2•0•Updated May 17, 2020May 17, 2020
tensorrt
Public
TensorRT agent for MLModelScope
tensorrt
Go
•2•2•0•0•Updated May 4, 2020May 4, 2020
mxnet
Public
MXNet agent for MLModelScope
go deep-learning mlmodelscope mxnet
Go
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Other
•4•8•1•0•Updated May 4, 2020May 4, 2020
go-mkl-dnn
Public
Go
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University of Illinois/NCSA Open Source License
•0•0•0•0•Updated Mar 2, 2020Mar 2, 2020
tracer
Public
Common tracer abstraction
Go
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University of Illinois/NCSA Open Source License
•1•1•3•0•Updated Feb 18, 2020Feb 18, 2020
synthetic_benchmark
Public
Mathematica
•0•0•0•0•Updated Dec 17, 2019Dec 17, 2019
aresdb
Public
A GPU-powered real-time analytics storage and query engine.
Go
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Apache License 2.0
•233•0•0•0•Updated Nov 18, 2019Nov 18, 2019
go-mxnet
Public
Go binding to MXNet C API to do inference with pre-trained model in Go
go deep-learning mxnet inference mlmodelscope
Go
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Other
•4•10•2•1•Updated Nov 11, 2019Nov 11, 2019
evaluation
Public
Evaluation tools for model performance / accuracy for MLModelScope
Mathematica
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Other
•1•2•0•1•Updated Nov 11, 2019Nov 11, 2019
tensorflow-go-examples
Public
Examples of using TensorFlow Go API for different Deep Learning models
golang tensorflow inference
Go
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University of Illinois/NCSA Open Source License
•5•18•0•0•Updated Oct 31, 2019Oct 31, 2019
dlperf
Public
Déjà vu: Modeling DNN Performance by Recalling History
benchmark performance deep-learning tensorflow modeling cuda onnx
Mathematica
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University of Illinois/NCSA Open Source License
•0•0•0•0•Updated Oct 15, 2019Oct 15, 2019
cudnn_scope
Public
Benchmark cuDNN for different Deep Learning layers.
benchmarking deep-learning performance-analysis cudnn
C++
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Apache License 2.0
•2•0•0•0•Updated Oct 14, 2019Oct 14, 2019
onnx_examples
Public
ONNX model inference using different backend frameworks
Python
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MIT License
•0•0•0•0•Updated Oct 14, 2019Oct 14, 2019
pytorch_dlperf_opt
Public
Tensors and Dynamic neural networks in Python with strong GPU acceleration
C++
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Other
•23k•0•0•0•Updated Oct 8, 2019Oct 8, 2019
lib_log_parser
Public
Go
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University of Illinois/NCSA Open Source License
•0•0•0•0•Updated Oct 5, 2019Oct 5, 2019
config
Public
Configuration entry point for both RAI and CarML
Go
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Other
•1•2•1•0•Updated Sep 26, 2019Sep 26, 2019
scratch
Public
C
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University of Illinois/NCSA Open Source License
•2•1•0•0•Updated Sep 26, 2019Sep 26, 2019
grpc
Public
Go
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University of Illinois/NCSA Open Source License
•1•0•0•0•Updated Sep 26, 2019Sep 26, 2019
go-cupti
Public
Use NVIDIA CUPTI from within GO
go cuda tracing nvml cupti
Go
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Other
•4•9•0•0•Updated Sep 26, 2019Sep 26, 2019
service
Public
Go
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University of Illinois/NCSA Open Source License
•0•0•0•0•Updated Sep 26, 2019Sep 26, 2019