chunseoklee

[onert] Run Batch request in parallel manner via direct call to trix-engine

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This is for tracking "Milestone1 : Run Batch request in parallel manner via direct call to trix-engine(~Tizen M2, Aug 30th)" from https://github.com/Samsung/ONE/projects/8 ## User scenario - User will use nnfw...

[onert] User Scenario of On-Device Compiler on ONERT

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Let's consider user scenario with on-device compiler on onert.

[onert] Enable build for ubuntu 22.04

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## What ? - Make onert build works on ubuntu 22.04 ## Why ? - For short term, like to enable nnfw PPA for ubuntu 22.04(ref: https://github.com/Samsung/ONE/issues/9502) - Anyway, we...

## Background There is a request for running NN model on x86_64 Ubuntu via nnstreamer. nnstreamer already have been published in launchpad PPA(w/o ONE plugin). ## TODO - [x] PPA...

## Background > nnfw PPA is no more maintained. I'll drop ubuntu/nnfw (ONE Runtime) support from 22.04 https://github.com/Samsung/ONE/issues/7196 (@chunseoklee ) _Originally posted by @myungjoo in https://github.com/nnstreamer/nnstreamer/discussions/3766#discussioncomment-3186753_ ## TODO - Fix...

[tizen] Version of modules in external directory

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Let's check tizen's version of modules in external directory. We have the following modules : ``` ~/ONE/externals $ ls *.stamp ABSEIL.stamp GTEST.stamp TENSORFLOW-1.14.stamp ARMCOMPUTE.stamp HDF5.stamp TENSORFLOW-2.3.0-EIGEN.stamp BOOST.stamp NEON2SSE.stamp TENSORFLOW-2.3.0-GEMMLOWP.stamp CAFFE.stamp...

Run While Op with HE(tvn+cpu) via single circle model

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## Why > 3. Let's consider a single circle model which contains a operation like TRIX instead of partitioned model. _Originally posted by @chunseoklee in https://github.com/Samsung/ONE/issues/9300#issuecomment-1162600017_ All the tasks for...

## Why? To support user-defined scripting inside nnpackage to provide inter-model level control, What do we need ? Example application : > 2. Investigate logic of MTCNN model(https://arxiv.org/abs/1604.02878). MTCNN may...

How to Execute nnpackage with While Op in circle+tvn way ?

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## Why ? Let's discuss how to support RNN model with While Op in HE execution. ## What ? Let's make a clear objective for RNN model support with TRIX.

How to Execute nnpackage with multiple models ?

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## Current process : nnpkg with 1 model - Load : 1 Model -> 1 Subgraphs(= n Graphs) - Compile : Compiler has 1 _subgraphs to be compiled into n...