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benchmarking

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3c42639694c63906ac1c9b81db87a97581dd7489

create input in timing loop

aannxingyuan committed 6 years ago
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9e7b6cebb3cd9bb9ff4811561a4adbc30dd97fa5

add comments

aannxingyuan committed 6 years ago
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70db8108e388d2e9feebf41a7de2d7441e7cdfc5

update readme

aannxingyuan committed 6 years ago
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2425b2a93ea6b7f3e4a9921bd7a11d52461c43d4

initial commit

aannxingyuan committed 6 years ago

README

The README file for this repository.

This repo contains standalone pages for profiling ONNX.js and TensorFlow.js.

We profile two models: MobileNet v2, and ResNet 50 v2.

MobileNet

For ONNX.js, we used the model assets found here: https://github.com/onnx/models/tree/master/models/image_classification/mobilenet

For TensorFlow.js, we used https://storage.googleapis.com/tfjs-models/savedmodel/mobilenet_v2_1.0_224/tensorflowjs_model.pb

ResNet

For ONNX.js, we used the model assets found here: https://github.com/onnx/models/tree/master/resnet50

For TensorFlow.js, we used https://storage.googleapis.com/tfjs-models/savedmodel/resnet_50_v2/tensorflowjs_model.pb

We converted this model from TF Hub: https://tfhub.dev/google/imagenet/resnet_v2_50/classification/1