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This example show how to use HuggingFace's Stable Diffusion v2.1
(https://huggingface.co/stabilityai/stable-diffusion-2-1) model
with migraphx's python frontend.

* restructring examples

* modifications to titles/paths

* cleanup
Co-authored-by: root <root@rocm-framework-3.amd.com>

* unet3d notebook, visualization

* inference notebook for unet3d, sample input inference

* unet3d performance migraphx notebook

* seperating unet3d from unet

* remove unet from unet3d branch

* readme updates

* rename file

* sample inference with brats dataset for unet3d notebook

* required visualization file

* readme update

* remove perf script, move to branch

* remove unused functions from vis

* renaming

* renaming more

* py format

* main readme update

* notebook update

* update readme for data access

* cleanup notebook

* Update README.md

duplicate pointers in readme

* Update examples/python_3dunet/README.md
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* Update examples/python_3dunet/README.md
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* cleanup notebook

* label typos

* cleanup

* vis util import cleanup

* path changes + npsave remove
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>
Co-authored-by: Chris Austen <causten@users.noreply.github.com>

* Initial commit for NFNet inference example.

* updates to notebook and readme

* slice op parser changes for nfnet

* ort comparison script

* initial functional notebook example for nfnet-f0

* requirements file and update on onnx file pointer

* update intro text, add second inference for time measurement

* update to nfnet readme

* removing artifact update to parse_slice.cpp, needed updates are in other branch

* typo in nfnet readme

* update to main examples readme

* Initial commit for NFNet inference example.

* updates to notebook and readme

* slice op parser changes for nfnet

* ort comparison script

* initial functional notebook example for nfnet-f0

* requirements file and update on onnx file pointer

* update intro text, add second inference for time measurement

* update to nfnet readme

* removing artifact update to parse_slice.cpp, needed updates are in other branch

* typo in nfnet readme

* update to main examples readme

* remove duplicate import

* formatting

* updates to readme, notebook cleanup, remove not-needed requirement artifact

* Update README.md

* Apply suggestions from code review
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* initial push for super resolution: notebook + image + requirements

* first version of working notebook

* cleaning up notebook

* added super resolution to main examples readme file

* readme file for super resolution example

* torch is not needed, removed from requirements

* removed not-needed imports and code from notebook

* update to super resolution readme

* New input image. Added PSNR. Related code changes in notebook

* readme file update for step-by-step instructions

* opencv requirement moved to requirements file. updated notebook accordingly

* update to main examples readme file

* typo in readme
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* initial push for bert-squad example

* migraphx and ort implementation + json input sample

* notebook draft

* first working example for bert-squad with migraphx

* cleaning up ORT example

* updated inputs file, 3 questions

* Simple and rather ugly readme. Requirements file

* formatting

* updates to readme file

* Update README.md

* Update README.md

* cleanup

* no need timer function for now

* jupyter notebook example

* updates to notebook file

* readme flow change

* typo in notebook

* another example input file

* cleanup

* benchmark file

* formatting

* bert update to examples readme file

* formatting

* missed another formatting

* removed path workaround from .py and notebook

* renaming requirements file to requirements_bertsquad.txt

* no need for bench and ort files

* reflecting requirement file name change in notebook

* removing duplicates of import json

* formatting
Co-authored-by: root <root@rocm-framework-1.amd.com>
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* Added initial examples

* Added python example from wiki

* Edited readme

* Added cpp interface files

* Made changes to readmes

* Added jupyter notebook for tf2 ex, added readme for tf1 ex

* Added dockerfile

* Re-structured driver example

* Removed unnecessary files

* Changed include path

* Removed cpp_interface to rewrite

* Added example of parsing, loading, saving with C++ API

* Updated readme

* Small code change, altered docker invocation, formatiing

* Formatting

* Added newline to end of dockerfile

* Formatting

* Formatting

* Added C++ API inference example program

* Formatting

* Added README to cpp inference example

* DeepCode suggested changed

* DeepCode suggested change

* Redesign python inference example

* Address review comments

* Address review comments

* Address review comments

* add dockerfile and update readme

* newline

* create examples dir

* remove cmake line
Co-authored-by: Shucai Xiao <shucai.xiao@amd.com>