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Git submodules updated to latest tags/versions.
Change-Id: Idf797be3476094f7fb894a0e874061d4adc6ca95
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
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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>
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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
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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
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* 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
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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
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Change-Id: Idfee5b33b31cabdf7e825c2161df1e71191d115a
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Signed-off-by: Eanna O Cathain <eanna.ocathain@arm.com>
Change-Id: Ia0d349ea0014ee10f275731f3c1de4f9287839e1
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Change-Id: I3e69514aac22973f5c2395371f1311bd5bbb83a3
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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
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Change-Id: I584a0d8523b18025e8f20c31750baa2e6cbef49b
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MPS3 clock is logged in the output, removing the
warning as profiling would be impacted by this
additional logging over UART.
Change-Id: I1f941a75752bed0c871240aee664f8191916ab1d
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Signed-off-by: Eanna O Cathain <eanna.ocathain@arm.com>
Change-Id: Ica67662d20b0c02b75418f79d4ba2f4d18373310
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Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: Icd208b5fc92d08e8dfbff95feecf3b387e76ccb4
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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
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Update Vela to 3.4.0
Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: If203d29d6884219cd4947a5753a1fb8d8284f174
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Timing adapter parameter correction for Arm Ethos-U65's default
configuration.
Change-Id: I5ec9412f4893d0bfb0447ce71b788099123b6cf9
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Documentation updated to reflect refactoring changes
in the last few weeks.
Change-Id: Ic7abf5cc3af9898123049e890c189ed74e505309
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* update to Arm Virtual Hardware link
Change-Id: If93d20e32b32ff4d6bcfa8f0e0ef096f3fff9492
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* 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>
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OD API now takes in these paramaters as part of the constructor
Change-Id: I4cce25e364b2a99847b4540440db059997f6a81b
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Change-Id: Ifa4b11154478355c10cb3e747b9938a74afd242b
Signed-off-by: Eanna O Cathain <eanna.ocathain@arm.com>
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* 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
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Improvements based on feedback from initial tests done with
the generated pack.
Change-Id: Ia769dd6264c53e6b9337473e1c50bdfa6469a216
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
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* 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
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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
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* 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
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* 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
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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>
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Adding CMakeLists and use-case-api.yml file under
scripts/cmake. These files can be used by CMSIS
pack generation tools.
Change-Id: I6fff715c71fc068184a1a038e6b70a3547c30ff4
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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>
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Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: I4ae40a60efc0c09f27b02f739769238e95bb112c
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Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: I36f61ce74bf17f7b327cdae9704a22ca54144f37
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TensorFlow Lite Micro's error reporting fix with some minor
wiring changes.
Change-Id: Ib011ab132c82db5809b75a7c4b983a3db2a808d6
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* Removed unused prototype for box drawing
Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: I1b03b88e710a5efb1ff8e107859d2245b1fead26
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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
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* 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
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Changes to fix "Pillow not found" warnings from TensorFlow
Lite Micro build.
Change-Id: I42a9b3f6df746ac3e34585e0c79ffdf35da97aef
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
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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
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Ensuring individual HAL projects can be configured without the
need to be wrapped. Tests can now be added to build individual
components and check for any unintended dependencies creeping
in.
Change-Id: I057699c3c3cc0fc280615db30a25fbe4c28ae8ea
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
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Removed some of the templates for feature calculation that we are unlikely to ever use.
We might be able to refactor the feature caching and feature calculator code in the future
to better integrate it with with PreProcess API.
Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: Ic0c0c581c71e2553d41ff72cd1ed3b3efa64fa92
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After evaluating stack sizes (after HAL refactoring) we can
safely reduce the stack allocation for all the applications.
Change-Id: I7d9cd4edd28753fe3f8a668d8c557c2788f4c823
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
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Cleaning up HAL sources by removing unnecessary redirections
with function pointers. The "platform packages" under HAL are
now streamlined enough to not need any major HAL wrapping (as
was the case before).
This allows us to have a very thin HAL layer that sits on top
of the platform and compnent packs. Also helps in getting rid
of "hal platform" pointer being passed around in the code to
use any HAL functionality.
Change-Id: I04b2057f972aad7a5cfb4a396bcdf147c9f9ef1c
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
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All ML related work for image classification seperated out and accessed via new Runner
Further work to improve profiling integration to be done in follow up ticket: MLECO-3154
Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: I0fe0550c932241a2d335a560ecb7abc329c934e9
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Further to the HAL refactoring done in previous commits,
this CR simpifies HAL by removing data_acq and data_psn
"modules". The associated function pointers have been
removed.
Change-Id: I04c194c08dfe0aff98ce4e0f0f056bac254c137d
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
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Attempting to have timer functionality contained within
the platform drivers "package" as it should (in line with
the refactoring work done so far under HAL). This will
ensure that we don't need two timer implementations under
HAL "profiles" and therefore, this whole directory can be
removed.
This change also addressed issue with the applicatio level
Profiler code knowing about how the PMU has been set up by
the platform code. This link has been removed completely.
This will make it much easier to add/amend the Ethos-U PMU
event counters types and give each platform the capability
of populating their relvant counters. The application level
Profiler doesn't know which metrics it is displaying but
just calculates and maintains statistics for whatever PMU
counters it receives from the HAL level.
A fix for timing adapter issue introduced in the last CR
is also included.
Change-Id: Ia46e03a06e7b8e42b9ed2ba8f2af2dcd2229c110
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
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Moving away from CMake description of targets and generation of
platform header files (for memory addresses and IRQ numbers).
Instead these headers are part of the repository under their
respective platform-driver packages under HAL sources.
Change-Id: I9bd3e68eb17385f8b93eb3d8d76b212ce0e1a6d5
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
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Dcoumentation updates in line with recent refactoring and some
minor update to the HAL's NPU component.
Change-Id: Iadb34dbcdedf7259f786c42bd8fcf2d950a51410
Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
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* 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
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Corrections and improvements in the build graph (documentation).
Change-Id: Ic7f9afe587978f835a88109c21a4145b91daf45d
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