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review.mlplatform.org / ml / ComputeLibrary / e92b0458a0432254f8e49bc306aebfe172bb4d0e
commite92b0458a0432254f8e49bc306aebfe172bb4d0e[log] [tgz]
authorFreddie Liardet <frederick.liardet@arm.com>Thu Apr 22 14:55:17 2021 +0100
committerfrederick.liardet <frederick.liardet@arm.com>Wed Apr 28 14:17:10 2021 +0000
treec22bfced606c2b00990b74032c1bcd70529b74ca
parenta47dcc229d912d4e4bb5afa37220d20451f243a7 [diff]
Add per-channel quantization support for CLDeconvolutionLayer

Add QSYMM8_PER_CHANNEL support on weight input for CLDeconvolutionLayer.
When weights are per-channel quantized type "Direct" method is always
used.

Also reduce number of QSYMM8_PER_CHANNEL tests for NEDeconvolutionLayer.

Resolves: COMPMID-3438

Signed-off-by: Freddie Liardet <frederick.liardet@arm.com>
Change-Id: I1330cac5142e19d21e322574fb8d912558745b02
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5484
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
8 files changed
tree: c22bfced606c2b00990b74032c1bcd70529b74ca
  1. .clang-format
  2. .clang-tidy
  3. .github/
  4. .gitignore
  5. Android.bp
  6. LICENSE
  7. README.md
  8. SConscript
  9. SConstruct
  10. SECURITY.md
  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.

Supported Architectures/Technologies

  • Arm® CPUs:

    • Arm® Cortex®-A processor family using Arm® Neon™ technology
    • Arm® Cortex®-R processor family with Armv8-R AArch64 architecture using Arm® Neon™ technology
    • Arm® Cortex®-X1 processor using Arm® Neon™ technology

  • Arm® Mali™ GPUs:

    • Arm® Mali™-G processor family
    • Arm® Mali™-T processor family

  • x86

Supported Systems

  • Android™
  • Bare Metal
  • Linux®
  • macOS®
  • Tizen™

License and 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.

Trademarks and Copyrights

Android is a trademark of Google LLC.

Arm, Cortex, Mali and Neon are registered trademarks or trademarks of Arm Limited (or its subsidiaries) in the US and/or elsewhere.

Linux® is the registered trademark of Linus Torvalds in the U.S. and other countries.

Mac and macOS are trademarks of Apple Inc., registered in the U.S. and other countries.

Tizen is a registered trademark of The Linux Foundation.