From 2566af65552649b2ba80ef7f3274f53149a7040e Mon Sep 17 00:00:00 2001 From: Kshitij Sisodia Date: Tue, 24 Sep 2024 14:56:46 +0100 Subject: [PATCH] MLECO-5494: Updating to CMSIS-6 and other latest packs Using CMSIS-6 and other latest pack versions. Pack names and versions are listed below. * CMSIS: 5.9.0 -> 6.0.0 * CMSIS-DSP: 1.15.0 -> 1.16.0 * CMSIS-NN: 4.0.0 -> 6.0.0 * ml-embedded-eval-kit-uc-api: 23.2.0 -> 24.8.0 * flatbuffers: 1.23.2 -> 1.24.8 * gemmlowp: 1.23.2 -> 1.24.8 * kissfft: 1.23.2 -> 1.24.8 * ruy: 1.23.2 -> 1.24.8 * tensorflow-lite-micro: 1.23.2 -> 1.24.8 * ethos-u-core-driver: 1.23.2 -> 1.24.8 Minor updates to documentation. Change-Id: I6aa40a9ce74e2e61e2464aa3f6e23d9cd629a4a2 Signed-off-by: Kshitij Sisodia --- cmsis-pack-examples/README.md | 75 +++++------------- cmsis-pack-examples/cdefault.yml | 7 +- cmsis-pack-examples/common/common.clayer.yml | 11 --- .../alif-ensemble-E7-device.clayer.yml | 7 +- .../corstone/corstone-device.clayer.yml | 6 +- cmsis-pack-examples/docs/02-build-run.png | Bin 57237 -> 184857 bytes cmsis-pack-examples/mlek.csolution.yml | 20 ++--- 7 files changed, 41 insertions(+), 85 deletions(-) diff --git a/cmsis-pack-examples/README.md b/cmsis-pack-examples/README.md index 727740a..805108c 100644 --- a/cmsis-pack-examples/README.md +++ b/cmsis-pack-examples/README.md @@ -142,7 +142,8 @@ Python3.9 but this may change for future releases. ## Launch project in Visual Studio Code -Upon opening the project in Visual Studio Code, `vcpkg` will automatically install the required packages as specified in the manifest file [vcpkg-configuration.json](vcpkg-configuration.json). +Upon opening the project in Visual Studio Code, `vcpkg` will automatically install the required packages as specified in +the manifest file [vcpkg-configuration.json](vcpkg-configuration.json). These may include the FVP binaries. ## Download Software Packs @@ -150,6 +151,8 @@ Once `vcpkg` has finished configuring the environment, a prompt will appear to i ![](docs/01-install-cmsis-packs.png) +Recent versions of CMSIS toolbox will automatically install the missing packs when a project is built. + Alternatively, the packs can be installed manually be opening up a Terminal in Visual Studio Code (Ctrl + Shift + `) and running the following commands: ``` @@ -166,46 +169,21 @@ Use the CMSIS tab in the Activity Bar to build, run and debug the use case sampl Simply use the drop-down menus to specify your build, then click the Build button. The output should look similar to the following: ```log - * Executing task: Workspace: cmsis-csolution.build: Build - -info cbuild: Build Invocation 2.0.0 (C) 2023 Arm Ltd. and Contributors -/home/armuser/Development/ML-examples/cmsis-pack-examples/object-detection/object-detection.Debug+AVH-SSE-300-U55.cprj - info csolution: file generated successfully -/home/armuser/Development/ML-examples/cmsis-pack-examples/object-detection/object-detection.Debug+AVH-SSE-300-U55.cbuild.yml - info csolution: file is already up-to-date -/home/armuser/Development/ML-examples/cmsis-pack-examples/mlek.cbuild-idx.yml - info csolution: file is already up-to-date -info cbuild: Processing 1 context(s) -=============================================================================== -info cbuild: (1/1) Processing context: "object-detection.Debug+AVH-SSE-300-U55" -info cbuild: clean finished successfully! - -M650: Command completed successfully. - -M652: Generated file for project build: '/home/armuser/Development/ML-examples/cmsis-pack-examples/tmp/object-detection/AVH-SSE-300-U55/Debug/CMakeLists.txt' --- The C compiler identification is ARMClang 6.20.2 --- The CXX compiler identification is ARMClang 6.20.2 --- Detecting C compiler ABI info --- Detecting C compiler ABI info - done --- Check for working C compiler: /home/armuser/.config/Code/User/globalStorage/ms-vscode.vscode-embedded-tools/vcpkg/root/downloads/artifacts/vcpkg-artifacts-arm/compilers.arm.armclang/6.20.0/bin/armclang - skipped --- Detecting C compile features --- Detecting C compile features - done --- Detecting CXX compiler ABI info --- Detecting CXX compiler ABI info - done --- Check for working CXX compiler: /home/armuser/.config/Code/User/globalStorage/ms-vscode.vscode-embedded-tools/vcpkg/root/downloads/artifacts/vcpkg-artifacts-arm/compilers.arm.armclang/6.20.0/bin/armclang - skipped --- Detecting CXX compile features --- Detecting CXX compile features - done --- Registered toolchain version 6.20.0 does not match running version 6.20.2 --- Configuring done --- Generating done --- Build files have been written to: /home/armuser/Development/ML-examples/cmsis-pack-examples/tmp/object-detection/AVH-SSE-300-U55/Debug -[1/257] Building C object CMakeFiles/object-detection.dir/home/armuser/.cache/arm/packs/ARM/V2M_MPS3_SSE_300_BSP/1.3.0/Native_Driver/systimer_armv8-m_timeout.o -... + * Executing task: cmsis-csolution.build: Build +> cbuild /home/kshsis01/eco-projects/oss/ML-examples/cmsis-pack-examples/mlek.csolution.yml --update-rte --packs --context object-detection.Release+AVH-SSE-300-U55 +/home/kshsis01/eco-projects/oss/ML-examples/cmsis-pack-examples/mlek.csolution.yml - warning csolution: cproject.yml files should be placed in separate sub-directories +/home/kshsis01/eco-projects/oss/ML-examples/cmsis-pack-examples/mlek.csolution.yml - warning csolution: cproject.yml files should be placed in separate sub-directories ++----------------------------------------------------------------- +(1/1) Building context: "object-detection.Release+AVH-SSE-300-U55" +Building CMake target 'object-detection.Release+AVH-SSE-300-U55' +[1/306] Building CXX object CMakeFiles/Group_MainStatic.dir/home/kshsis01/eco-projects/oss/ML-examples/cmsis-pack-examples/object-detection/src/InputFiles.o +[2/306] Building C object CMakeFiles/Group_Retarget.dir/home/kshsis01/eco-projects/oss/ML-examples/cmsis-pack-examples/device/corstone/src/retarget.o ... -[257/257] Linking CXX executable /home/armuser/Development/ML-examples/cmsis-pack-examples/out/object-detection/AVH-SSE-300-U55/Debug/object-detection.axf -Warning: L6439W: Multiply defined Global Symbol flatbuffers::flatbuffer_version_string defined in .data._ZN11flatbuffers25flatbuffer_version_stringE(Model.o) rejected in favor of Symbol defined in .data._ZN11flatbuffers25flatbuffer_version_stringE(Classifier.o). ... -... -"/home/armuser/Development/ML-examples/cmsis-pack-examples/object-detection/linker/mps3-sse-300.sct", line 104 (column 14): Warning: L6314W: No section matches pattern *.o(activation_buf_dram). -Finished: 0 information, 129 warning and 0 error messages. -info cbuild: build finished successfully! +[306/306] Linking CXX executable /home/kshsis01/eco-projects/oss/ML-examples/cmsis-pack-examples/out/object-detection/AVH-SSE-300-U55/Release/object-detection.axf ++------------------------------------------------------------ +Build summary: 1 succeeded, 0 failed - Time Elapsed: 00:00:23 ++============================================================ Build complete * Terminal will be reused by tasks, press any key to close it. ``` @@ -219,7 +197,7 @@ a physical hardware board. - When using a Fixed Virtual Platform (FVP) installed locally: ```shell - $ -a ./out/kws/AVH-SSE-300-U55/Debug/kws.Debug+AVH-SSE-300-U55.axf -f ./FVP/FVP_Corstone_SSE-300/fvp_config.txt + $ FVP_Corstone_SSE-300_Ethos-U55 -a out/object-detection/AVH-SSE-300-U55/Release/object-detection.axf -f ./FVP/FVP_Corstone_SSE-300/fvp_config.txt ``` > **NOTE**: The FVP defaults to running 128 MAC configuration for Arm® Ethos™-U55 NPU. > However, our default neural network model for the NPU is for 256 MAC configuration. @@ -436,20 +414,3 @@ spot immediately. Please help us improve this section by reporting them via GitH virtual targets. You can build the project but will have to run it on your local machine on an installation of the equivalent Fixed Virtual Platform containing Arm® Ethos™-U65 NPU. - -7. The newer versions of BSP packs for Arm® Corstone™-300 and Arm® Corstone™-310 require CMSIS 6. - There are warnings about some unsatisfied requirements because of this. For example: - ```shell - MISSING ARM::Device:Definition@2.0.0 - require CMSIS:CORE@6.0.0 - MISSING ARM::Device:Native Driver:SysCounter@1.1.0 - require CMSIS:CORE@6.0.0 - MISSING ARM::Device:Native Driver:SysTimer@1.1.0 - require CMSIS:CORE@6.0.0 - MISSING ARM::Device:Native Driver:Timeout@1.0.0 - require CMSIS:CORE@6.0.0 - MISSING ARM::Device:Startup&C Startup@2.0.0 - require CMSIS:CORE@6.0.0 - ``` - These are expected to be resolved once we bump up the version of CMSIS core pack. Currently, - this is blocked by other dependencies. diff --git a/cmsis-pack-examples/cdefault.yml b/cmsis-pack-examples/cdefault.yml index 9a95e56..1ab3168 100644 --- a/cmsis-pack-examples/cdefault.yml +++ b/cmsis-pack-examples/cdefault.yml @@ -23,12 +23,13 @@ default: misc: - for-compiler: AC6 CPP: - - -std=c++14 + - -std=c++17 - -fno-exceptions - - -Wno-license-management - -fno-rtti + - -ffp-mode=full + - -Wno-license-management C: - - -std=c99 + - -std=c17 - -Wno-license-management Link: - --entry=Reset_Handler diff --git a/cmsis-pack-examples/common/common.clayer.yml b/cmsis-pack-examples/common/common.clayer.yml index ab4c720..a0334de 100644 --- a/cmsis-pack-examples/common/common.clayer.yml +++ b/cmsis-pack-examples/common/common.clayer.yml @@ -27,14 +27,6 @@ layer: - file: include/BufAttributes.hpp - file: include/ethosu_mem_config.h - # Workaround 4001: for TensorFlow's pack referring to - # CMSIS_DEVICE_ARM_CORTEX_M_XX_HEADER_FILE. - # Can be removed once the pack has been fixed. - misc: - - for-compiler: AC6 - CPP: - - "-include \"RTE_Components.h\"" - components: - component: ARM::CMSIS:CORE - component: ARM::CMSIS:DSP&Source @@ -44,9 +36,6 @@ layer: - component: tensorflow::Data Processing:Math:kissfft - component: tensorflow::Data Processing:Math:ruy - component: tensorflow::Machine Learning:TensorFlow:Kernel Utils - # Workaround 4001 (see description above) - define: - - CMSIS_DEVICE_ARM_CORTEX_M_XX_HEADER_FILE: CMSIS_device_header - component: tensorflow::Machine Learning:TensorFlow:Testing - component: ARM::ML Eval Kit:Common:API - component: ARM::ML Eval Kit:Common:Log diff --git a/cmsis-pack-examples/device/alif-ensemble/alif-ensemble-E7-device.clayer.yml b/cmsis-pack-examples/device/alif-ensemble/alif-ensemble-E7-device.clayer.yml index 89da158..918d7cb 100644 --- a/cmsis-pack-examples/device/alif-ensemble/alif-ensemble-E7-device.clayer.yml +++ b/cmsis-pack-examples/device/alif-ensemble/alif-ensemble-E7-device.clayer.yml @@ -58,6 +58,10 @@ layer: - file: ./include/BoardInit.hpp - file: ./src/BoardInit.cpp + define: + # For profiling under micro_time.cpp in TensorFlow Lite Micro pack + - ARM_MODEL_USE_PMU_COUNTERS + components: - component: Arm::Machine Learning:NPU Support:Ethos-U Driver&Generic U55 - component: tensorflow::Machine Learning:TensorFlow:Kernel&Ethos-U @@ -67,7 +71,6 @@ layer: - component: AlifSemiconductor::Device:SOC Peripherals:PINCONF - component: AlifSemiconductor::Device:SOC Peripherals:MHU - component: AlifSemiconductor::Device:Startup - - component: ARM::CMSIS Driver:USART:Custom - component: AlifSemiconductor::Device:SOC Peripherals:DMA for-context: +Alif-E7-M55-HE @@ -104,5 +107,3 @@ layer: - component: AlifSemiconductor::Device:SE runtime Services:Initialization Helper for-context: +Alif-E7-M55-HP - - diff --git a/cmsis-pack-examples/device/corstone/corstone-device.clayer.yml b/cmsis-pack-examples/device/corstone/corstone-device.clayer.yml index 00f977e..ed035fc 100644 --- a/cmsis-pack-examples/device/corstone/corstone-device.clayer.yml +++ b/cmsis-pack-examples/device/corstone/corstone-device.clayer.yml @@ -39,6 +39,10 @@ layer: - file: src/uart_stdout.h - file: include/BoardInit.hpp + define: + # For profiling under micro_time.cpp in TensorFlow Lite Micro pack + - ARM_MODEL_USE_PMU_COUNTERS + components: - component: ARM::Device:Definition - component: ARM::Device:Startup&C Startup @@ -65,4 +69,4 @@ layer: for-context: - +AVH-SSE-300 - +AVH-SSE-310 - - +AVH-SSE-315 \ No newline at end of file + - +AVH-SSE-315 diff --git a/cmsis-pack-examples/docs/02-build-run.png b/cmsis-pack-examples/docs/02-build-run.png index 5fd384dc26df7e66a0da3ce4a043c563028ecede..f3e9f941a30bcf3409033d715b07542a1c967919 100644 GIT binary patch literal 184857 zcmZU)1yoes8#N9BB2og<-AZ?diqegAN_R_lHv$qvDk;+4-7<9N07G{-%>VLxec%80 zt?#ZiYjC`C?>*-{&wlpa=b3Otc?tBFL@(js;LxQcKPtn)A?3rtAt1bX4t%1y*?9rH zq1a1mI>EtVbU(e|6B#jx;ovCXq&~j??3TX2m(RX^fSL9QN|+4REr_cFn^;W_z!ckV_`M63{7l`RN*8_vL6~(Uk*DJ 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