commit | 918a9fb4aa4be23ca4261c241e9e52acc42f9bb3 | [log] [tgz] |
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author | Gunes Bayir <gunes.bayir@arm.com> | Tue Feb 15 11:40:13 2022 +0000 |
committer | Gunes Bayir <gunes.bayir@arm.com> | Tue Mar 01 12:46:52 2022 +0000 |
tree | 1798ad109145b10e3314dcbbe4fd9339eb21685e | |
parent | a538ae583c8816f69d05b98c62a9d3092f88f798 [diff] |
Add Pool3d reference implementation This patch - adds the reference implementation for the 3D pooling layer - supports FP32/FP16 and INT8/UINT8 types - adds a function to calculate the output shape for 3D pooling - adds a new type for describing pool 3d info (Pool3DInfo) Resolves: COMPMID-4659 Change-Id: I22a18fa30625c98fa827ef1b50781db6893ba9c4 Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7219 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
⚠ Important Starting from the next release (22.05): 'master' branch will be changed to 'main' following our inclusive language update, more information here.
The Compute Library is a collection of low-level machine learning functions optimized for Arm® Cortex®-A and Arm® Mali™ GPUs architectures.
The library provides superior performance to other open source alternatives and immediate support for new Arm® technologies e.g. SVE2.
Key Features:
Repository | Link |
---|---|
Release | https://github.com/arm-software/ComputeLibrary |
Development | https://review.mlplatform.org/#/admin/projects/ml/ComputeLibrary |
Note: The documentation includes the reference API, changelogs, build guide, contribution guide, errata, etc.
All the binaries can be downloaded from here or from the tables below.
Platform | Operating System | Release archive (Download) |
---|---|---|
Raspberry Pi 4 | Linux 32bit | |
Raspberry Pi 4 | Linux 64bit | |
Odroid N2 | Linux 64bit | |
HiKey960 | Linux 64bit |
Architecture | Operating System | Release archive (Download) |
---|---|---|
armv7 | Android | |
armv7 | Linux | |
arm64-v8a | Android | |
arm64-v8a | Linux | |
arm64-v8.2-a | Android | |
arm64-v8.2-a | Linux |
Arm® CPUs:
Arm® Mali™ GPUs:
x86
Contributions to the Compute Library are more than welcome. If you are interested on contributing, please have a look at our how to contribute guidelines.
Before the Compute Library 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.
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
The software is provided under MIT license. Contributions to this project are accepted under the same license.
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.