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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 deep-learning hardware
machine-learning deep-learning hardware architecture machine-learning-library profiling machine-learning-models 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•0•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 t…
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
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
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 tensorflow
go deep-learning tensorflow mlmodelscope
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 inference deeplearning
go inference deeplearning tensorrt
C++
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Other
•5•31•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
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
tensorrt
Go
•2•2•0•0•Updated May 4, 2020May 4, 2020
mxnet
Public
MXNet agent for MLModelScope
go deep-learning mxnet
go deep-learning mxnet mlmodelscope
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•1•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
•234•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
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
golang tensorflow inference
Go
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University of Illinois/NCSA Open Source License
•5•23•0•0•Updated Oct 31, 2019Oct 31, 2019
dlperf
Public
Déjà vu: Modeling DNN Performance by Recalling History
benchmark performance deep-learning
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
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
•27k•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
go cuda tracing nvml cupti
Go
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Other
•4•10•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