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2022-12-19MLECO-3611: Formatting fixes for generated files.Kshitij Sisodia
Template files updated for generated files to adhere to coding guidelines and clang format configuration. There will still be unavoidable violations, but most of the others have been fixed. Change-Id: Ia03db40f8c62a369f2b07fe02eea65e41993a523 Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
2022-11-17MLECO-3583: Update copyright notice according to new guidelinesRichard Burton
Change-Id: I0f057b33993e5196a60e52f4fb0c60e09693dcfe
2022-05-12MLECO-3186: Each use case should same namespace convention as KWS and ASRLiam Barry
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
2022-05-11MLECO-3187: Remove NPU op inclusion checksMatthew Sloyan
* 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
2022-05-06MLECO-3183: Refactoring application sourcesKshitij Sisodia
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>
2022-04-22MLECO-3174: Minor refactoring to implemented use case APISRichard Burton
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
2022-04-22MLECO-3077: Add ASR use case APIRichard Burton
* 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
2022-04-08MLECO-3070: Further HAL cleanup.Kshitij Sisodia
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>
2022-04-06MLECO-3096: Removing data_acq and data_psnKshitij Sisodia
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>
2022-02-14MLECO-2874: Move NMS out of the OD use_caseRichard Burton
* Add ImageUtils * Move image related code from UseCaseCommonUtils to ImageUtils * Move NMS related code to ImageUtils * Delete test specific ImageUtils and use new ImageUtils Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: Icbf5dd9c6a941b0126ecdf69a0c9d9969f22729f
2022-02-10MLECO-2682: CMake and source refactoring.alexander
MLECO-2930: logging macros were extracted from hal.h and used separately around the code. MLECO-2931: arm_math lib introduced, cmsis-dsp removed from top level linkage. MLECO-2915: platform related post-build steps. Change-Id: Id718884e22f262a5c070ded3f3f5d4b048820147 Signed-off-by: alexander <alexander.efremov@arm.com>
2021-12-24MLECO-2599: Replace DSCNN with MicroNet for KWSKshitij Sisodia
Added SoftMax function to Mathutils to allow MicroNet to output probability as it does not nativelu have this layer. Minor refactoring to accommodate Softmax Calculations Extensive renaming and updating of documentation and resource download script. Added SoftMax function to Mathutils to allow MicroNet to output probability. Change-Id: I7cbbda1024d14b85c9ac1beea7ca8fbffd0b6eb5 Signed-off-by: Liam Barry <liam.barry@arm.com>
2021-12-10MLECO-2684: Standardize LCD behaviourRichard Burton
* LCD display behavior for Run All now matches Run Next * Remove repeated code Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: I16706187fd4e7a59dd935783f5bfb8731435f381
2021-10-25MLECO-2458 and MLECO-2476 [Fix] VWW IFM quant stepIsabella Gottardi
* Changed image->cc conversion to be similar with preprocessing of img_class and vww models: images are scaled maintaing the aspect ration and then the centre crop of the correct size is taken. * VWW applies input quantization info to the int8 image (prior converted to [0,1] float range). * Changed adult_blur to a image without person. * Fix menu print when selecting a specific ifm to run (Select message was displayed after typing something) Change-Id: Ie6cde7ab4835ea842667b87397458a5d32131df3
2021-09-16MLECO-2082: Adding visual wake word use case21.08Éanna Ó Catháin
MLECO-2083: Refactoring img_class and visual wake word *Added source files for visual wake word *Added tests *Added docs *Added new images for visual wake word demo *Refactored common functions in img_class, visual wake word and other usecases Change-Id: Ibd25854e19a5517f940a8d3086a5d4835fab89e9 Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
2021-08-12MLECO-1904: Update to use latest TFLuRichard Burton
* Now uses seperate TFLu github repo * Fixes to align with API changes * Update ASR model ops and re-enable ASR inference tests * Set default release level to release_with_logs Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: I57612088985dece1413c5c00a6e442381e07dd91
2021-08-05MLECO-2138: Fix line feeding with GCCGeorge Gekov
Signed-off-by: George Gekov <george.gekov@arm.com> Change-Id: I32c05897085554f469bedc55e4e2800788121c55
2021-07-08MLECO-1987: Minor refactoring.alexander
ASRSlidingWindow can be used in other use-cases, thus it was renamed to decouple from ASR. Signed-off-by: alexander <alexander.efremov@arm.com> Change-Id: I2df977e4f18f490a532e0f27e3625b153ca464d7
2021-05-24MLECO-1948: Fix for SysTick init and GNU's stdoutKshitij Sisodia
The counter val could have been 0 when read the first time quickly after the init function. The init function will now wait for the SysTick counter to start before returning. Also included are some minor changes to get around GNU's file stream implementation being line buffered. Change-Id: I8d51fef5d85f1261a6a5710608349d7ecc19ad62
2021-05-18MLECO-1858: Documentation updateIsabella Gottardi
* Removing `_` in front of private functions and member Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Change-Id: I5a5d652f9647ebb16d2d2bd16ab980e73f7be3cf
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>
2021-05-05If inference fails - exit before printing results.alexander
It was easy to miss error message and mistakenly assume that execution succeeded. Signed-off-by: alexander <alexander.efremov@arm.com> Change-Id: I3c7beb5afe97db5df486e12e3bfe0e8e27e382f8
2021-05-04MLECO-1868: Code static analyzer warnings fixesalexander
Signed-off-by: alexander <alexander.efremov@arm.com> Change-Id: Ie423e9cad3fabec6ab077ded7236813fe4933dea
2021-04-12MLECO-1870: Cherry pick profiling changes from dev to open source repoIsabella Gottardi
* Documentation update Change-Id: If85e7ebc44498840b291c408f14e66a5a5faa424 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
2021-03-29Opensource ML embedded evaluation kit21.03alexander
Change-Id: I12e807f19f5cacad7cef82572b6dd48252fd61fd
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