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Results tagged with cnn
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user 107825
Convolutional Neural Networks (CNN, also called ConvNets) are a tool used for classification tasks and image recognition. The name giving first step is the extraction of features from the input data.
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Accepted
CNN inference is slow on Jetson Nano
Seems like converting to TensorRT improves performance by more than 10x (!) for me, which I didn't expect at all.
The downside is, loading the TensorRT model takes >2min now and for reasons I can't gr …
- 121
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vote
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answer
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CNN inference is slow on Jetson Nano
I'm running what I believe is a pretty lightweight CNN on an nVidia Jetson Nano with Jetpack 4.4.
nVidia claims the Nano can run a ResNet-50 at 36fps, so I expected my much smaller network to run at 30 … My CNN:
Model: "sequential"
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Layer (type) Output Shape Param #
============================================ …
- 121