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2022-03-04MLECO-2978: Update to 22.02 dependenciesRichard Burton
* Add missing CMake setting used for building driver Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: I2aae67d6780f88e661f9a54177943553b0f0dd4c
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>
2022-03-03MLECO-3001: Correction for header include.Kshitij Sisodia
Change-Id: Ie33c564e877dd27eb3b6d9fe22226dde3eb25323
2022-03-03MLECO-3001: Reinstate handler overridesLiam Barry
Revived & renamed irqs.c as handlers.c Removed reset handler and associated functions Switched to including it as a PUBLIC source Change-Id: Iccbd7061efcf9a1cfa9fac0fdbc2ab073d9f6150 Signed-off-by: Liam Barry <liam.barry@arm.com>
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-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-2944: CMSIS device refactoringKshitij Sisodia
* RTE_components header to include corresponding Arm Cortex-M system header * remove custom CMSIS implementation from repo * use templates within CMSIS repo instead * update cmake to use header and source files within CMSIS repo Change-Id: I3534dae97b93c07a5056471b1d1dedbc78f00aa7
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
2022-02-23Fixing profiler build flags.alexander
CPU_PROFILE_ENABLED was moved to profiler sub-project build. Signed-off-by: alexander <alexander.efremov@arm.com> Change-Id: I8191c83c7ae0f618769449d7d25fe58876cbcf05
2022-02-16MLECO-2946: Use cmake option to select which image display on LCDIsabella Gottardi
Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Change-Id: I076c3431e8106ff9430e66727607438c36d1acbc
2022-02-15MLECO-2946: Draw boxes directly on the LCDRichard Burton
* No longer copy the source image * Boxes are drawn directly to LCD rather than on source image * Change c style casts to static casts Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: Ib8e926cb1a87bc2c40424eb5aace40170c526f1d
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
2022-02-14MLECO-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-2873: Object detection usecase follow-upIsabella Gottardi
Change-Id: Ic14e93a50fb7b3f3cfd9497bac1280794cc0fc15 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
2022-02-02MLECO-2855: Move profiling outside application/mainIsabella Gottardi
Change-Id: I182bfa55b5ae743d6f0b9f5c766b746202a7968d Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
2022-01-27Face detection demo from Emza Visual SenseMichael Levit
Signed-off-by: Michael Levit michaell@emza-vs.com Change-Id: I7958b05b5dbe9a785e0f8a241b716c17a9ca976f
2022-01-25MLECO-2872 Minor improvement to CommonUseCaseUtilsLiam Barry
Replaced overloaded PresentInferenceresults with single function and removed logic to handle arguments which are no longer passed. Change-Id: I745271638fcf78b7121c2a4b95844b752643bac2 Signed-off-by: Liam Barry <liam.barry@arm.com>
2022-01-04MLECO-2835: Remove magic number for ASR-KWSLiam Barry
Replaced ctx.set/get<uint32>(keywordindex) with keyword itself as const std::string& Change-Id: I1811d93548105d6db58e57b88675f9b41e66d914 Signed-off-by: Liam Barry <liam.barry@arm.com>
2021-12-30MLECO-2816: Trivial fix for inference runner output.Kshitij Sisodia
Aligning with output from other use cases, inference runner output now prints the number of inferences as one. Change-Id: Ifc03385a5de86477508fe8c377d481b7140a8429 Signed-off-by: Kshitij Sisodia <kshitij.sisodia@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
2021-12-09 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
2021-12-07MLECO-2723: Updating RNNoise to use 512 frame sizeRichard Burton
* CMSIS-DSP acceleration will now be used for FFT in RNNoise pre-processing * PESQ scores tested and similar Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: Ifeebc041f58867909b27c948950e08f8f39ef276
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
2021-11-18MLECO-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
2021-11-12MLECO-2507: Address coverity warnings & refactor var namesGeorge Gekov
Change-Id: I90fca833d501bbd4db4fd99903b9ffef161a9a6b Signed-off-by: George Gekov <george.gekov@arm.com>
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
2021-10-22MLECO-2489: Minor addition for PlatformMathKshitij Sisodia
Adding sine function and allowing FFTs to be computed for cases where the FFT len is not a power of 2. In this case, the naive implementation is used. Option for computing FFT for a complex vector has also been added, although, the CMSIS-DSP flow needs to be tested. Change-Id: Iad9902b946f3088de91a5f67acfb4cb3d0b00457
2021-10-05MLECO-2395: Allow users to select Ethos-U memory modeIsabella Gottardi
Change-Id: Icf09410f12072e8d7850dd1e540c3243af24ed09
2021-10-04MLECO-2407: Correction for Cortex-M55 core clockKshitij Sisodia
AN547 sets the core clock for both M55 and U55 to 32MHz, while the blocks on APB use a different clock of 25MHz. Note: this will have not change any of the MPS3 FPGA profiling numbers (cycle counts and elapsed time in milliseconds) for Cortex-M55 as this was already using the correct counters under MPS3. The only difference would be that the system tick interrupt will fire every 10ms as intended instead of every 7.8125 ms as it is doing with current software. Change-Id: I77cd269c7c02f5d6e65328eb285185bae74e4e36
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
2021-09-16MLECO-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>
2021-09-15MLECO-2135: Memory leak bugCisco Cervellera
The ApplicationContext::Set function allocates always new memory for the attibute. When called multiple times (like it is done in most of the UseCaseHandler) this will generate a memory leak. The function now checks if the attibute exists; If it does it frees the memory and then allocate memory for the new attribute. Change-Id: I21db10009d6d0e360eab2dd33c344ef72eafe77f
2021-09-07MLECO-2160: Error repor when Ethos-U is not usedCisco Cervellera
Change-Id: I0dab5308bf5c3eba9b4bb2c9bf0939ac9598d2f6
2021-09-02MLECO-2226 Fix for for loop in complex magnitude calculationÉanna Ó Catháin
Change-Id: Id5c09851d4377cc52039a4988df93cfd84dab9c0 Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
2021-09-01MLECO-2223 Fix screen output when running the U65 FVPÉanna Ó Catháin
Change-Id: I86b74c35572b52977991681e95c63934fed08bf0 Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
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
2021-08-06Fix documentation.Isabella Gottardi
* Fix broken link "building-for-different-ethos_u-npu-variants" * Corstone-300 + Ethos-U65 NPU support in memory_considerations Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Change-Id: I2e99e2d24d3cd0bb64e06481862660d1b0679f20
2021-08-05MLECO-2138: Fix line feeding with GCCGeorge Gekov
Signed-off-by: George Gekov <george.gekov@arm.com> Change-Id: I32c05897085554f469bedc55e4e2800788121c55
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>
2021-07-20Change NPU Total report to uppercaseIsabella Gottardi
Change-Id: I803b1d4d8b4a19fa83c5c329760de2f7623b63fc
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
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