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2024-03-06use-case-resources: Enable user provided metadataHugues Kamba-Mpiana
* An optional argument has been added to the `set_up_default_resources.py` Python script to allow passing of a user defined use case resources metadata JSON file. This shortens the build time by only downloading the resources the end user is interested in. It also shortens the optimization part which takes additional minutes as it is done for all models and for all the specified NPU configurations. * Adding changes to comply with Pylint * Adding --use-case argument in `set_up_default_resources.py` to restrict setting up resources to the specified use cases. Signed-off-by: Hugues Kamba-Mpiana <hugues.kambampiana@arm.com> Change-Id: I8d38249d8a0b52e66c26e5e74c03657e29f979b0 Signed-off-by: Alex Tawse <alex.tawse@arm.com>
2023-10-26MLECO-3995: Pylint + Shellcheck compatibilityAlex Tawse
* All Python scripts updated to abide by Pylint rules * good-names updated to permit short variable names: i, j, k, f, g, ex * ignore-long-lines regex updated to allow long lines for licence headers * Shell scripts now compliant with Shellcheck Signed-off-by: Alex Tawse <Alex.Tawse@arm.com> Change-Id: I8d5af8279bc08bb8acfe8f6ee7df34965552bbe5
2023-06-22Small fixes based on feedbackRichard Burton
* Typo fix in documentation * Fix bug with build_default.py and passing in --make-verbose * Added additional requirement for third-party dependencies Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: Icdac7d4583c4fe3000fe9bc784979b2d1cf70909
2023-03-17MLECO-3842, MLECO-3801, MLECO-3899: Minor improvementsKshitij Sisodia
Some minor improvements in this patch: * Added notes on troubleshooting WSL2 build issues. * Fixed a stray guard for MPS3_PLATFORM from noise reduction use-case. * The default build script `build_default.py` will now return an error code to the calling process if it fails. Change-Id: I4557a402646fdf903b2cb043bf68d5d0b0d12972 Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
2022-12-21MLECO-3659: Improvement for NPU PMU countersKshitij Sisodia
The NPU idle count could have been erraneously high as the counters were always running. This change utilises callback functions to start/stop the counters only when the inferences start/stop executing on the NPU. Changes have been made to cache maintenance functions called from within the NPU driver's pipeline to reduce the overhead caused by these. Change-Id: I69db0d3b3f3fe5b2847e15b5c3096cb1e0484176 Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
2022-11-17MLECO-3583: Update copyright notice according to new guidelinesRichard Burton
Change-Id: I0f057b33993e5196a60e52f4fb0c60e09693dcfe
2022-05-23MLECO-3225: Using official support for Arm Cortex-M85 CPU.Kshitij Sisodia
* CMake version requirement bumped up to 3.21.0 * CMake 3.22.4 installed in the local Python virtualenv * CPU flags updated in toolchain files. * Using __ARM_FEATURE_DSP instead of potentially defining ARM_MATH_DSP wrongly. * CMake project version bumped up to 22.05.0 Changes also made for MLECO-3107 (pack generation): * TensorFlow Lite Micro CMSIS-pack version updated to 1.22.02. * Change to using __ARM_FEATURE_DSP will also help the generated pack. Partial changes for MLECO-3095: * CMSIS updated to version post 5.9.0 * TensorFlow Lite Micro updated to latest available * Ethos-U driver and core-platform repositories updated to 20.05_rc2 tags. Change-Id: I012c9e65897aed8ce589cff9bfe3a19efc3edeb9 Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
2022-03-17MLECO-3036: Update to use Pathlib in Python scriptsRichard Burton
* Pathlib used in Python scripts over os * Bug fix for build_default.py * Minor code style updates Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: I5fc2e582a84443c3fb79250eb711b960d63ed8fd
2022-02-28MLECO-2976: Configurable Ethos-U cache size for Dedicated_SramIsabella Gottardi
MLECO-2949: Platform drivers should own NPU and TA init Change-Id: I13606a0197f137816bae803eb9d7d46c358b5fb8 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
2022-02-14MLECO-2853: update cmake flags for ArmclangNina Drozd
* set CMP0123 policy to remove warning * remove parentheses to avoid assert is always true warning Change-Id: Ifcdf089183d750d7b00b345f5c4115c82d897def
2021-11-26MLECO 2597: Minimal system requirementCisco Cervellera
* Documentation added with missing prerequisite * build_default.py can now be tuned for constraint build systems Change-Id: I74c061359ff663335e664528c4f0616f55cff0f7
2021-10-29MLECO-2512: Minor improvement for helper scripts.Kshitij Sisodia
Python scripts 'build_default.py' and 'set_up_default_resources.py' now allow building for non-default Ethos-U configurations: H32, H64, H256 and Y512. Change-Id: Iefdbf135410396c4dc0be73462644725d4b47910
2021-09-03MLECO-2235: Fix documentationIsabella Gottardi
Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Change-Id: If8d6bf60cd4961be4c29f46ea75422b093185b04
2021-05-27MLECO-1943: Documentation reviewKshitij Sisodia
Major update for the documentation. Also, a minor logging change in helper scripts. Change-Id: Ia79f78a45c9fa2d139418fbc0ca9e52245704ba3
2021-05-18Fixing python3 shebang according to PEP 394alexander
Signed-off-by: alexander <alexander.efremov@arm.com> Change-Id: I7d46ebbbd6a026cf9ee36acafe74039962c756e5
2021-05-07MLECO-1860: Support for Arm GNU Embedded ToolchainKshitij Sisodia
This patch enables compilation of ML use cases bare-metal applications using Arm GNU Embedded Toolchain. The GNU toolchain can be used instead of the Arm Compiler that was already supported. The GNU toolchain is also set as the default toolchain when building applications for the MPS3 target. Note: The version of GNU toolchain must be 10.2.1 or higher. Change-Id: I5fff242f0f52d2db6c75d292f9fa990df1aec978 Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
2021-05-07MLECO-1766: Default build flow helper scripts addedIsabella Gottardi
MLECO-1882: Anomaly Detection use-case default model download added and tests updated to run with it. Test data generation cmake logic moved from use-case cmakes to top-level cmake script. Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Change-Id: Ifde469e3585c37b9a53810236a92ce52d4fbb407
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