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# Open Grant Proposal: PrivyML as a ZKML solution on the Swan network, aims to facilitate the implementation and execution of the ZKML concept on the Swan network.
**Project Name:**`PrivyML`
**P…
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For the March '21 round (1.0?) we would like to see consideration of more timed preprocessing in the datacenter scenarios. specifically for the image models and for 3D-UNet. For edge, it makes sense t…
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Thank you so much for developing such a high-quality, sparse, and performant network, @jaywalnut310. I thought I'd share the results I have obtained so that others can see how promising your network i…
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I am checking the segmentation on my Nvidia gtx 1080 t…
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## Description
Hi all. I am currently trying to convert Faster RCNN models from TF2 Model Zoo from saved model to TensorRT engine. It is mainly related to `Unsupported ONNX data type: UINT8(2)` e…
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Hello, I have a question about the validation process after appropriate intervals/episodes during training. In my case, it takes a lot more time to go through the validation set of 215 images, compare…
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## "data" is the species abundance matrix
##"site" is the environmant covariance matrix
##HU is a factor in site
##### fit PLN model
> PLNMODEL
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## Description
I am trying to deploy a model to an NVIDIA Jetson Orin and need to perform a TensorRT conversion. However, there were issues during the conversion process.
The conversion process …
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### Descripe the feature and motivation
We develop a newSelf-Calibrated Illumination (SCI) learning framework for fast, flexible, androbust brightening images in real-world low-light scenarios. To be…