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review.mlplatform.org / ml / ComputeLibrary / 3351f2a454a11e15934fa8bfac635785783cf8e1
commit3351f2a454a11e15934fa8bfac635785783cf8e1[log] [tgz]
authorSang-Hoon Park <sang-hoon.park@arm.com>Thu Jul 16 14:26:16 2020 +0100
committerSang-Hoon Park <sang-hoon.park@arm.com>Tue Jul 28 08:17:55 2020 +0000
tree991c4f863af9bca765f25e3c1a91bb7fc1b2a75b
parentad7515d231acb075a9585e52f257373b1a1b5d1f [diff]
COMPMID-3575: Mixed preicision in NEInstanceNormalizationLayerKernel

In order to fix the issue caused by the limited precision of FP16.
mixed precision (float accumulator) is introduced to
NEInstanceNormalizationLayerKernel. Since the reference kernel
is doing the mixed precision, currently mixed preicision computation
is default when it is called from NEInstanceNormalizationLayer.

- Make NEInstanceNormalizationLayerKernel use kernel descriptor
  to enable mixed precision computation
- NEInstanceNormalizationLayer is modified to use the descriptor

Change-Id: I7766622d715df054e303f9b441380b15b51f02b2
Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3589
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
5 files changed
tree: 991c4f863af9bca765f25e3c1a91bb7fc1b2a75b
  1. .clang-format
  2. .clang-tidy
  3. .github/
  4. .gitmodules
  5. 3rdparty
  6. Android.bp
  7. LICENSE
  8. README.md
  9. SConscript
  10. SConstruct
  11. arm_compute/
  12. data/
  13. docs/
  14. examples/
  15. include/
  16. scripts/
  17. src/
  18. support/
  19. tests/
  20. utils/
README.md

Release repository: https://github.com/arm-software/ComputeLibrary

Development repository: https://review.mlplatform.org/#/admin/projects/ml/ComputeLibrary

Please report issues here: https://github.com/ARM-software/ComputeLibrary/issues

Make sure you are using the latest version of the library before opening an issue. Thanks

News:

Related projects:

Tutorials:

Documentation (API, changelogs, build guide, contribution guide, errata, etc.) available at https://github.com/ARM-software/ComputeLibrary/wiki/Documentation.

Binaries available at https://github.com/ARM-software/ComputeLibrary/releases.

License & Contributions: The software is provided under MIT license. Contributions to this project are accepted under the same license.

Public mailing list

For technical discussion, the ComputeLibrary project has a public mailing list: acl-dev@lists.linaro.org The list is open to anyone inside or outside of Arm to self subscribe. In order to subscribe, please visit the following website: https://lists.linaro.org/mailman/listinfo/acl-dev

Developer Certificate of Origin (DCO)

Before the ComputeLibrary project accepts your contribution, you need to certify its origin and give us your permission. To manage this process we use the Developer Certificate of Origin (DCO) V1.1 (https://developercertificate.org/)

To indicate that you agree to the the terms of the DCO, you "sign off" your contribution by adding a line with your name and e-mail address to every git commit message:

Signed-off-by: John Doe <john.doe@example.org>

You must use your real name, no pseudonyms or anonymous contributions are accepted.

Security Issues

If you believe you have discovered a security issue please contact MLG-Security@arm.com