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2022-06-02MLECO-3148 Enabling Ctest driven testingEanna O Cathain
Signed-off-by: Eanna O Cathain <eanna.ocathain@arm.com> Change-Id: Ica67662d20b0c02b75418f79d4ba2f4d18373310
2022-06-01MLECO-2968 Create a docker image with all requirementsKshitij Sisodia
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
2022-05-31MLECO-3213: Downgrade requirment from Python3.8 to Python3.7Richard Burton
Update Vela to 3.4.0 Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: If203d29d6884219cd4947a5753a1fb8d8284f174
2022-05-25MLECO-3185: Documentation updatesKshitij Sisodia
Documentation updated to reflect refactoring changes in the last few weeks. Change-Id: Ic7abf5cc3af9898123049e890c189ed74e505309
2022-05-24MLECO-3188: update AVH documentationNina Drozd
* update to Arm Virtual Hardware link Change-Id: If93d20e32b32ff4d6bcfa8f0e0ef096f3fff9492
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>
2022-05-17MLECO-2985 Adding Corstone-310 supportKshitij Sisodia
Change-Id: Ifa4b11154478355c10cb3e747b9938a74afd242b Signed-off-by: Eanna O Cathain <eanna.ocathain@arm.com>
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
2022-05-10MLECO-3160 Adding .clang-formatEanna O Cathain
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>
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>
2022-04-08MLECO-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>
2022-04-05MLECO-3096: Removing "timer" from HAL profile.Kshitij Sisodia
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>
2022-03-28MLECO-2917 Replacing platform CMake definitions with headersKshitij Sisodia
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>
2022-03-18MLECO-2999: Minor improvement for HAL NPU componentKshitij Sisodia
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>
2022-03-16MLECO-2919: Improvements for documentation.Kshitij Sisodia
Corrections and improvements in the build graph (documentation). Change-Id: Ic7f9afe587978f835a88109c21a4145b91daf45d
2022-03-15MLECO-2919: Updating build graph in docs.Kshitij Sisodia
Update to the build graph image in documentation for changes made in commit c22e80e (MLECO-2919). Change-Id: I16a5c4b11979d13010454d2f827e4ed3ca6cf5c3
2022-03-15MLECO-3035: [Documentation] Add instructions for updating to python3.8 for ↵Isabella Gottardi
Ubuntu 18.04 (or older) users Change-Id: If7bb02f44f8bb7b84b7b7a620e69429a7b5fbb60 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
2022-03-15MLECO-3041: Update model optimization documentationRichard Burton
Change-Id: I771089443a6cdb4135570fcdd6e321a8f68fcf4a
2022-03-14MLECO-2919: Restructuring to standardise HAL APIsKshitij Sisodia
* LCD module component created (removed from individual platform packs). * retarget.c moved out into its own component that wraps the uart module. It also have the native stub for GetLine => paved the way for removing data_acq module from profiles. * shortened names for components' dir for npu and ta * remove peripheral_memmap and peripheral_irqs headers from platform_drivers.h. There should be no need for these to be included in the top level now. These should be private headers. * cmsis_device moved in as a component. * Pyenv created by set_up_default_resource.py will also install packages that CMake's source generator needs. TODO's: * Remove timer from profiles (MLECO-3096) Change-Id: I9d6ea2f4f291788f40a16ed507019563c8d7f205
2022-03-11MLECO-3006: Fixing some minor errors in documentationIsabella Gottardi
Change-Id: I24cd544780f46fcec8f154b440f7bb959c20a459 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
2022-03-09MLECO-3010 Minor clarifications in quick start guideLiam Barry
Tried to clarify location of axf file and need to change directory at a specific step Added note on changing permissions to AVH guide and added link to AVH guide in quickstart.md as well as recommending a VNC viewer if using AVH Change-Id: I653f0ac3ae52a6fc1c44e28024b9513af89c6db6 Signed-off-by: Liam Barry <liam.barry@arm.com>
2022-03-04Minor fix in documentation22.02-rc122.02Isabella Gottardi
Change-Id: I958aa912d135241743c95a4ece81bb6deee22006
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
2022-02-28MLECO-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>
2022-02-25Documentation fixesIsabella Gottardi
Change-Id: I2036332cffee94f1a3b69b391586d0a2f6c9db55
2022-02-24MLECO-2925: updated documentation with new repo structure and general ↵alexander
guidance to add custom platform. Signed-off-by: alexander <alexander.efremov@arm.com> Change-Id: Ib2eb2b7460c0ee8161403e5b135cd8b5cd854334
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
2022-02-21Updated readme file in object detection example.Michael Levit
Signed-off-by: Michael Levit michaell@emza-vs.com Change-Id: If59b6bc63375c3f1172505684d75097ff526e32e (cherry picked from commit fba4e3a12b50d0ebb3804c6bf22cf688fcdaeee8)
2022-02-15MLECO-2614: Minor documentation updatesIsabella Gottardi
* Adding troubleshooting for cloning errors Change-Id: Ib57353900064c68c30ecb2141602081180c50c99 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
2022-02-08MLECO-2873: Object detection usecase follow-upIsabella Gottardi
Change-Id: Ic14e93a50fb7b3f3cfd9497bac1280794cc0fc15 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
2022-01-27Face detection demo from Emza Visual SenseMichael Levit
Signed-off-by: Michael Levit michaell@emza-vs.com Change-Id: I7958b05b5dbe9a785e0f8a241b716c17a9ca976f
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>
2021-12-17Update FAQ with opresolver questionRichard Burton
Change-Id: I2b2685dd65e08e3d8b52d223cfad53e90a73d2ba
2021-12-09 MLECO-2082 Fixes and improvements from OOB21.11Ayaan Masood
-Fixed noise_reduction CMake bug cause inference to fail when non-default mac_units passed to build script -Inference complete message added to noise_reduction LCD -Doc update clarfiy vela.ini config file for compiling to non-default memory modes -QOL improvement by adding a note on how to make path variables permenant when configuring Arm compilers Change-Id: Id798b25638260721d8e48468b7a5942bd802d63b
2021-11-30MLECO-2745: Fix for arena-cache-sizeIsabella Gottardi
Arena-cache-size is different from default when using Dedicated_Sram memory mode. Change-Id: Ie112146218e1ec456e17babd4ed3e7c7bc2009a8
2021-11-30MLECO-2604: Update to final 21.11 dependenciesRichard Burton
Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: I47879089734cd3ab70ef8068277e677742e1b2b3
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
2021-11-25MLECO-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
2021-11-22MLECO-2419: Improve FPGA documentationGeorge Gekov
Change-Id: I0ea57b69bdb095f2580d80001d145fefed5cd72c Signed-off-by: George Gekov <george.gekov@arm.com>
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-2520: Change md files to have correct file linksCisco Cervellera
Change-Id: I3ec18583c321eb2815a670d56f4958e610331d6d
2021-11-15MLECO-2188: Review documentationIsabella Gottardi
Change-Id: I15dceeafec554e58257e8e6d6e8896cc9b397106
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
2021-11-05MLECO-2526: Add instructions for Arm Virtual HardwareGeorge Gekov
Change-Id: If34a22cdc1313bd8cce4d1cd30e845eb361b93e4 Signed-off-by: George Gekov <george.gekov@arm.com>
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
2021-10-05MLECO-2395: Allow users to select Ethos-U memory modeIsabella Gottardi
Change-Id: Icf09410f12072e8d7850dd1e540c3243af24ed09
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