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2022-03-04MLECO-2984: Refactor componentsKshitij Sisodia
* Use UART component from Ethos-U core-platform * Components as cmake project Change-Id: I053f3a59800abc20216e6a4df8555db357e3f21d Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
2022-03-04MLECO-2978: Update to 22.02 dependenciesRichard Burton
* Core-platform now a depdenency for timing adapter Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: I54f3773bdf91083fa1513be15372fcf2231bea2c
2022-03-02MLECO-2881: Using MD5 sum for downloaded resources check.Kshitij Sisodia
Removing git as a requirement for the checks performed for downloaded resources. Another minor change is renaming of RTE_components.h to RTE_Components.h as per the convention. Change-Id: If93f80f2f5dfa6a3f143259904c33b3b6d3a6e7c Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
2022-03-01MLECO-2881: Minor improvements for downloaded resourcesKshitij Sisodia
Check could have been bypassed if the script path provided as an argument was incorrect. Also, a minor update in the CMake function to fix the path. Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com> Change-Id: Id3cd4027843783e3ed8700eac503e7ba3f09ad04
2022-03-01MLECO-2983: Preliminary support to allow semihostingKshitij Sisodia
Adding basic support to allow applications to build with semihosting support. Default state is always disabled. Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com> Change-Id: I1d34c3a246560aaffcb34eee801e1a87d887d559
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>
2022-02-25MLECO-2881: Revise resources_downloaded based on optimised models' metadataIsabella Gottardi
Change-Id: I12777c3818463c11d6351db0b4961a2bc0b00b18 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
2022-02-23MLECO-2948: Minor refactoring for platform modules.Kshitij Sisodia
Reducing dependency on cmsis-device sources as these will be removed under MLECO-2944. Also, starting to refactor to allow HAL to drop NPU and TA init routines - this will happen in future CRs. Added platform driver for native, and subsequent patches will attempt to get rid of the HAL "profile" specific sources and allow platform stub implementations at a level below HAL. This will allow platforms drivers to only override the range of functions that they actually want to implement and will fall back on stubs for the rest. In this CR only "utils" have been removed. Change-Id: I09b4a28e20847a07a956c818c6f47c74aab89063
2022-02-21MLECO-2927: Build Arm Ethos-U NPU driver outside TFLuNina Drozd
* TensorFlow CMake uses Arm Ethos-U NPU driver lib path * armclang DWARF level config flag removed * uses and mentions of DWARF level removed * TensorFlow uses Arm Cortex-M generic target * removed Arm Cortex-M custom target makefile and dir Change-Id: Ie0d3edb5473462ef8552f8b9f832190de5e99a7c
2022-02-14MLECO-2970: Moving Profiler out as a CMake target.Kshitij Sisodia
Profiler is a stand alone static lib that will depend on log and hal targets. Change-Id: Ibbff289c6760982f54ae278d95a054e73db018c8
2022-02-11MLECO-2752: Minor refactoring for native global steps.alexander
And further optimisations of extendability for platform build steps. Added a list for excluded use-cases. Change-Id: I5a9398bbeb595a5bf2ea39b81623e4f20238f948 Signed-off-by: alexander <alexander.efremov@arm.com>
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>
2022-02-08MLECO-2900: Update Cmake descLiam Barry
Added QSPI_SRAM_BASE for Secure region. Updated UART and other peripherals affected by change in reserved region Updated names of some base addresses in cmake and template files Error in TRM swapping individual for combined GPIO IRQs reported Follow-up - Marked region in TRM not covered in CMake Change-Id: I046e740053477fe3a51bc171a2b7e28f4a9f0523 Signed-off-by: Liam Barry <liam.barry@arm.com>
2022-02-02MLECO-2855: Move profiling outside application/mainIsabella Gottardi
Change-Id: I182bfa55b5ae743d6f0b9f5c766b746202a7968d Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
2022-01-17MLECO-2671: Bumping up Armclang min version.Kshitij Sisodia
Issues identified with Armclang 6.15; bumping up the minimum version required to Armclang 6.16. Change-Id: I33ec21f04e0c954919cacaf6f3c4d99ef8f517cc Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
2022-01-04MLECO-2834: Tests for Softmax function.Kshitij Sisodia
Added tests for recently added Softmax function in PlatformMath module. Change-Id: Iacf1f4eaf33a92e1d42275000765e7152d17176b
2021-12-14MLECO-2639 Updated tensorflow.cmake to remove unused parameters for native ↵Ayaan Masood
builds -Added conditonals to ethos-u-driver and cmsis path for making tflite micro library native build Change-Id: I89ce87ef368392b087cfca1898531bd2c5a2ba1c
2021-11-26MLECO-2592: Moving to latest stack of dependenciesRichard Burton
* Currently using 21.11 release candidates Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: I696b48c3a4c87c5dca3bbee957049790d900b48e
2021-11-25MLECO-2426: Support for new Corstone-300 app note AN552 rev B.Kshitij Sisodia
These changes will limit the use of FPGA internal SRAM from a max of 4MiB to 2MiB and the BRAM from 2MiB to 1MiB. Change-Id: I69c8e695aee26ff4f235bfe83ffd26efbd66f547
2021-11-23MLECO-1935: All common CMake user options consolidated.Kshitij Sisodia
For easier look up and maintenance, all common CMake user options have been consolidated in one CMake file. NOTE: the individual use case specific options are still within the correspoinding use case CMake files. Change-Id: Id887f7b2c763f4d3eb997d997cf466684d0089b6
2021-11-18MLECO-2525 Upgrade to C++ 14ayamas01
-Updated CMake to use C++ 14 -Removed cmsis makefile include from tensorflow.cmake -Documentation update -Added more flags for processor in CMake Change-Id: I1c2b72141e98a5cf8bb09176d7c331da3b05b4c5
2021-11-16MLECO-2471: Move arena-cache-size to setup scriptLiam Barry
Signed-off-by: Liam Barry <liam.barry@arm.com> Change-Id: Ibf712cb9359b9bc9977d4f77aec1d7c7f4245825
2021-11-10MLECO-2354 MLECO-2355 MLECO-2356: Moving noise reduction to public repositoryRichard Burton
* Use RNNoise model from PMZ * Add Noise reduction use-case Signed-off-by: Richard burton <richard.burton@arm.com> Change-Id: Ia8cc7ef102e22a5ff8bfbd3833594a4905a66057
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
2021-10-25MLECO-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
2021-10-15MLECO-2423: [Fix] Case insensitive name clashIsabella Gottardi
* Fixed vww usage warnings (imageData in RunInferene and _GetImageIdx function) Change-Id: I2c37e4e4cc8c8eca841690f2df8d525ed516ecc8
2021-10-05MLECO-2395: Allow users to select Ethos-U memory modeIsabella Gottardi
Change-Id: Icf09410f12072e8d7850dd1e540c3243af24ed09
2021-10-05MLECO-2400: Test GNU toolchain 10.3-2021.07Isabella Gottardi
Change-Id: Ifd6d3d72abb1e8ce058e612295d01a148962627e
2021-10-04MLECO-2344: Documentation improvementKshitij Sisodia
Documenting how the target platform's SRAM size impacts configuration files, sources and linker scripts. Change-Id: I8647ab67b73bafd0c44e6c586a1b5f2602bf03f5
2021-09-28MLECO-2348: Update dependencies to 21.08Cisco Cervellera
* Update all dependancies to 21.08 * Refactoring to fit the new changes Change-Id: Icc2ae3628ee6e8fbc0af2cd8f91e368c9ccae053
2021-09-24MLECO-2345: Adding dynamic load support for FVPsKshitij Sisodia
With this patch, the generic inference runner use-case can be configured to accept the model tflite file at run-time via the FVP's command line parameters. Same is true for the IFM and the inference results can be dumped out too. NOTE: this change is only for supporting the FVP, the FPGA implementation will not allow additional loading for the changes in this patch to be useful. Change-Id: I1318bd5b0cfb7bb635ced6fe58d22c3e401d2547
2021-08-13MLECO-1982: Update to using latest ethos-u embedded componentsIsabella Gottardi
Change-Id: I744a4eb2553207004c9403b956e5bd9e9b352bfb Signed-off-by: Isabella Gottardi <isabella.gottardi@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
2021-08-03MLECO-2051: Work with Corstone-300 + Ethos-U65Cisco Cervellera
Change-Id: I64ab930a1de5210f435f91bed7600a700581946f Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-on: https://eu-gerrit-2.euhpc.arm.com/c/ml/ecosystem/ml-embedded-evaluation-kit/+/459126 Tested-by: mlecosys <mlecosys@arm.com> Tested-by: George Gekov <george.gekov@arm.com> Reviewed-by: George Gekov <george.gekov@arm.com> Reviewed-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
2021-07-23Generating bin files for simple_platform.Kshitij Sisodia
Breaking down the elf(axf) file into bin blobs for the simple_platform target too. Change-Id: Ie909508433ef03f8b4a32e04bc69353aed0d0849
2021-07-09MLECO-2036: Fix Vela3 documentation references & update Vela .ini configurationGeorge Gekov
Signed-off-by: George Gekov <george.gekov@arm.com> Change-Id: I92b9ab60974ad266246994deae5833f7f374633d
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
2021-07-01MLECO-718: Minor imporovements to source genKshitij Sisodia
Changes: * minor speed up for tflite to C++ file generation * virtual env's pip upgrade before installation of packages Change-Id: If8cef85779b7381f444f608b565da0b8f994d364
2021-05-19MLECO-1933, MLECO-1914, MLECO-1885: Update to 21.05-rc2 componentsKshitij Sisodia
Core driver and sofware dependencies updated to latest release candidate revisions. Note: TensorFlow Lite Micro has not been updated. Also, gcc warnings for simple_platform target and ad use case have been fixed. Change-Id: I455b421f34375a719a941e6e220fe292a57613f5
2021-05-18MLECO-1873: default models are for 128 MAC configalexander
Signed-off-by: alexander <alexander.efremov@arm.com> Change-Id: Ic3e940a9d289d649976c4e951ced1473fc31ff3f
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
2021-05-06MLECO-1898: removing support of legacy sse-200 platformalexander
Signed-off-by: alexander <alexander.efremov@arm.com> Change-Id: Ie462e786af1d429bcb815f2c10656ed82862715a
2021-04-23MLECO-1880: Make model zoo commit hash configurable for each modelIsabella Gottardi
Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Change-Id: Ic7bcb0cbf334049ff89e9973e58fd0b3bf463892
2021-03-29Opensource ML embedded evaluation kit21.03alexander
Change-Id: I12e807f19f5cacad7cef82572b6dd48252fd61fd