Configuring binaryDir prevents user from creating and naming out
directory - cmake ignores ./ folder it is run from and creates
root/binaryDir for the output. Removing this option allows user full
control over the destination directory.

Signed-off-by: Maksims Svecovs <maksims.svecovs@arm.com>
Change-Id: I2190d5063f4b9f70376934f7b23ecdb9d6cedc8f

Git submodules updated to latest tags/versions.

Change-Id: Idf797be3476094f7fb894a0e874061d4adc6ca95
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>

Updated to latest version of TensorFlow Lite Micro and
removed forcing TENSORFLOW_LITE_MICRO_TARGET_ARCH to
Arm Cortex-M55 for SSE-310 (now it is correctly set to
Cortex-M85 instead).

Change-Id: Ib1e8680a8d2ea803e0e003032119a10b1d71754e
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>

Kshitij Sisodia authored Aug 12, 2022 and Maksims Svecovs committed Aug 16, 2022

Documentation updates around use of Arm® Corstone™-310 AVH, especially
in terms of use of timing adapters (TA). Also, use of TA's is forced
off for SSE-310 subsystem's CMake configuration.

Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
Signed-off-by: Maksims Svecovs <maksims.svecovs@arm.com>
Change-Id: I66a87060d8d47ce2580aa15f3908be20162eab54

Documents current differences between timing adapters implementations on
Corstone-300 and Corstone-310 platforms.

Signed-off-by: Maksims Svecovs <maksims.svecovs@arm.com>
Change-Id: I3161dc929bd01217a4992be869f13377a58e5471

* refactor component cgroup and csub names for easier inclusion by projects
* update version to format expected by cpackget tool
* update use case api version

Change-Id: I00c71219ca95299787ec4fd79dca8ff2b2d50494

Maksims Svecovs authored Aug 03, 2022 and Kshitij Sisodia committed Aug 05, 2022

Assuming cmake 3.21 adds basic configuration and build presets:
* Target mps3 board with gcc
* Target mps3 board with armclang
* Target simple platform with gcc
* Target simple platform with armclang
* Target native build system
Adds test preset for native build to run default ctests.
Adds respective doc section to building instructions.

Note: hidden configurationPresets are to be moved to respective project
directories once cmake 3.24 is supported in the codebase and preset
include is supported.
Note: it is encouraged to create a personal CMakeUserPresets.json with
personal preferences like specific `LOG_LEVEL` and `jobs` for faster
compilation time.

Usage example:
cmake --preset=mps3-gcc

Signed-off-by: Maksims Svecovs <maksims.svecovs@arm.com>
Change-Id: I07a8861ed91160cc3f5167e16be45a921b60a285

Richard Burton authored Aug 03, 2022 and Richard Burton committed Aug 03, 2022

Change-Id: Idfee5b33b31cabdf7e825c2161df1e71191d115a

Éanna Ó Catháin authored Jul 01, 2022 and Éanna Ó Catháin committed Jul 08, 2022

Signed-off-by: Eanna O Cathain <eanna.ocathain@arm.com>
Change-Id: Ia0d349ea0014ee10f275731f3c1de4f9287839e1

Change-Id: I3e69514aac22973f5c2395371f1311bd5bbb83a3

Both supported implementation on MPS3 (Arm Corstone-300 and
Arm Corstone-310) will now have caches enabled.

Also including a minor change left over from refactoring of
code for HAL components.

Change-Id: Ie5768cd26eef9083a817bca7c87ff691dae67fca

Change-Id: I584a0d8523b18025e8f20c31750baa2e6cbef49b

MPS3 clock is logged in the output, removing the
warning as profiling would be impacted by this
additional logging over UART.

Change-Id: I1f941a75752bed0c871240aee664f8191916ab1d

Éanna Ó Catháin authored May 31, 2022 and Éanna Ó Catháin committed Jun 02, 2022

Signed-off-by: Eanna O Cathain <eanna.ocathain@arm.com>
Change-Id: Ica67662d20b0c02b75418f79d4ba2f4d18373310

Richard Burton authored Jun 01, 2022 and Richard Burton committed Jun 01, 2022

Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: Icd208b5fc92d08e8dfbff95feecf3b387e76ccb4

Added a Dockerfile to setup and install requirements for
the ml-embedded-evaluation-kit repository.

Also included minor change (MLCE-859) for NPU components'
source file.

Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I621fb2991218a451a0e8c33e14032b9c9e36709e

Update Vela to 3.4.0

Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: If203d29d6884219cd4947a5753a1fb8d8284f174

Timing adapter parameter correction for Arm Ethos-U65's default
configuration.

Change-Id: I5ec9412f4893d0bfb0447ce71b788099123b6cf9

Documentation updated to reflect refactoring changes
in the last few weeks.

Change-Id: Ic7abf5cc3af9898123049e890c189ed74e505309

* update to Arm Virtual Hardware link

Change-Id: If93d20e32b32ff4d6bcfa8f0e0ef096f3fff9492

 * 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>

OD API now takes in these paramaters as part of the constructor

Change-Id: I4cce25e364b2a99847b4540440db059997f6a81b

Change-Id: Ifa4b11154478355c10cb3e747b9938a74afd242b
Signed-off-by: Eanna O Cathain <eanna.ocathain@arm.com>

Richard Burton authored May 16, 2022 and Richard Burton committed May 16, 2022

* Remove unused CMake left behind after API refactoring.
* Include TensorFlow source path directory for common_api target
when building CMSIS packs.

Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: I3ed63781edddf24887f61a971bfadaa037739fa8

Improvements based on feedback from initial tests done with
the generated pack.

Change-Id: Ia769dd6264c53e6b9337473e1c50bdfa6469a216
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>

Richard Burton authored May 13, 2022 and Richard Burton committed May 13, 2022

* Profiler now only maintains a running average of profiling stats
* Memory now constant for use cases with multiple inferences like Noise Reduction

Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: I50e0ca802edb637d363c1d61671d48a6885880f7

Liam Barry authored May 09, 2022 and Kshitij Sisodia committed May 12, 2022

Certain UCs required additional work due to case context variables which also
became part of a namespace in generated files.
Solution was to declare these extra variables as part of the UC namespace in the respective model.hpp files.
Additional changes to standardise use of namespaces may be required - proposing new task.

Minor typo and rewording of customizing.md in relevant sections included.

Signed-off-by: Liam Barry <liam.barry@arm.com>
Change-Id: Ie78f82a30be252cb841136ea5115f21fc8d762cb

 * If an optimized model is accidentally supplied with Ethos-U support
   disabled it will return from the model.Init() function before it gets
   to these checks so they are redundant.

Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Ibe25531347ce29cb0866a9cc087c7267673ab4da

 * Clear vector before each inference to make sure there are no leftover
   results when running all inferences.

Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: If2417364151d7f380c3311447b10f971a5475f9e

Éanna Ó Catháin authored May 04, 2022 and Kshitij Sisodia committed May 10, 2022

Change-Id: If5cf20e189273a887917aefcc745c4992be93e1d
Reviewed-on: https://eu-gerrit-2.euhpc.arm.com/c/ml/ecosystem/ml-embedded-evaluation-kit/+/543186


Tested-by: mlecosys <mlecosys@arm.com>
Reviewed-by: Nina Drozd <nina.drozd@arm.com>
Reviewed-by: Kshitij Sisodia <kshitij.sisodia@arm.com>

Adding CMakeLists and use-case-api.yml file under
scripts/cmake. These files can be used by CMSIS
pack generation tools.

Change-Id: I6fff715c71fc068184a1a038e6b70a3547c30ff4

Platform agnostic application sources are moved into application
api module with their own independent CMake projects.

Changes for MLECO-3080 also included - they create CMake projects
individial API's (again, platform agnostic) that dependent on the
common logic. The API for KWS_API "joint" API has been removed and
now the use case relies on individual KWS, and ASR API libraries.

Change-Id: I1f7748dc767abb3904634a04e0991b74ac7b756d
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>

Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: I4ae40a60efc0c09f27b02f739769238e95bb112c

Signed-off-by: Richard Burton <richard.burton@arm.com>

Change-Id: I36f61ce74bf17f7b327cdae9704a22ca54144f37

TensorFlow Lite Micro's error reporting fix with some minor
wiring changes.

Change-Id: Ib011ab132c82db5809b75a7c4b983a3db2a808d6

* Removed unused prototype for box drawing

Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: I1b03b88e710a5efb1ff8e107859d2245b1fead26

Looks large but it is mainly just many small adjustments
Removed the inference runner code as it wasn't used
Fixes to doc strings
Consistent naming e.g. Asr/Kws instead of ASR/KWS

Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: I43b620b5c51d7910a29a63b509ac4d8a82c3a8fc

* Minor adjustments to doc strings in KWS
* Remove unused score threshold in KWS

Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: Ie1c5bf6f7bdbebb853b6a10cb7ba1c4a1d9a76c9

Changes to fix "Pillow not found" warnings from TensorFlow
Lite Micro build.

Change-Id: I42a9b3f6df746ac3e34585e0c79ffdf35da97aef
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>

We now expect that img_class and vww use cases model inputs should have 4 dims as dictated by
use case logic

Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: I67a57a3a28a7ff2e09c917c40e9fc2c08384a45c