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should be --fp16 , not --fp16ref

This PR only adds an example using MIOpen Calls.

Add an example using rocBLAS Calls

This PR only adds an example using HIP kernel.

* remove eliminate workspace
* remove sync device and other tags

Regenerate notebook header for licensing

Updated each source file in the repo with the existing license.

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.6.4 to 2.7.2.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.6.4...v2.7.2

)

---
updated-dependencies:
- dependency-name: tensorflow
  dependency-type: direct:production
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Co-authored-by: Chris Austen <causten@users.noreply.github.com>

raw is the download for the file, blob is the url for the github page.

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.5.3 to 2.6.4.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.5.3...v2.6.4

)

---
updated-dependencies:
- dependency-name: tensorflow
  dependency-type: direct:production
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Chris Austen <causten@users.noreply.github.com>

ONNX Models changed from master to main. Changing path reflect the proper location

update path for where file is located

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.5.2 to 2.5.3.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.5.2...v2.5.3

)

---
updated-dependencies:
- dependency-name: tensorflow
  dependency-type: direct:production
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Update copyright for a python file that was modified when added to our code 

Changed MessagePack file extensions to mxr.

Add cppcheck to examples

nfnet update
3dunet requirements via pip
3dunet requirement and nb-clean

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.5.1 to 2.5.2.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.5.1...v2.5.2

)

---
updated-dependencies:
- dependency-name: tensorflow
  dependency-type: direct:production
...
Signed-off-by: dependabot[bot] <support@github.com>
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Co-authored-by: Chris Austen <causten@users.noreply.github.com>

Change examples to use newer c++ api for compile_options and file_options

C++ API changed for calling migraphx.  Fixed examples for compatibility 

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.5.0 to 2.5.1.
- [Release notes](https://github.com/tensorflow/tensorflow/releases)
- [Changelog](https://github.com/tensorflow/tensorflow/blob/master/RELEASE.md)
- [Commits](https://github.com/tensorflow/tensorflow/compare/v2.5.0...v2.5.1

)

---
updated-dependencies:
- dependency-name: tensorflow
  dependency-type: direct:production
...
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Co-authored-by: Cagri Eryilmaz <63118943+cagery@users.noreply.github.com>

Created a YoloV4 example

* restructring examples

* modifications to titles/paths

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

* nb-clean some notebooks

* empty cells

* pyflakes cleanup for /example/

* formatting

* additional fix for 3dunet pyflakes warnings

* formatting
Co-authored-by: Paul Fultz II <pfultz2@yahoo.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>