From b78ea16ea877c15be8254a7252fa89d553a291cc Mon Sep 17 00:00:00 2001 From: Arthur STOUTCHININ Date: Wed, 24 Mar 2021 14:32:10 +0100 Subject: [PATCH 01/40] Contribute apps/stm32 application. --- apps/stm32/Makefile | 84 + apps/stm32/README.md | 318 ++++ .../h747idisco/Asm/startup_stm32h747xx.s | 769 ++++++++ .../h747idisco/Inc/Misc/aiTestTvmHelper.h | 52 + .../stm32/h747idisco/Inc/Misc/aiTestUtility.h | 349 ++++ apps/stm32/h747idisco/Inc/RTE_Components.h | 30 + .../SystemPerformance/aiSystemPerformance.h | 42 + apps/stm32/h747idisco/Inc/Validation/aiPbIO.h | 39 + .../stm32/h747idisco/Inc/Validation/aiPbMgr.h | 132 ++ .../h747idisco/Inc/Validation/aiValidation.h | 42 + apps/stm32/h747idisco/Inc/Validation/pb.h | 615 ++++++ .../h747idisco/Inc/Validation/pb_common.h | 64 + .../h747idisco/Inc/Validation/pb_decode.h | 197 ++ .../h747idisco/Inc/Validation/pb_encode.h | 192 ++ .../h747idisco/Inc/Validation/stm32msg.pb.h | 371 ++++ apps/stm32/h747idisco/Inc/app_x-cube-ai.h | 39 + apps/stm32/h747idisco/Inc/bsp_ai.h | 42 + apps/stm32/h747idisco/Inc/constants_ai.h.bk | 61 + apps/stm32/h747idisco/Inc/is42s32800g_conf.h | 74 + apps/stm32/h747idisco/Inc/is42s32800j_conf.h | 75 + apps/stm32/h747idisco/Inc/main.h | 73 + apps/stm32/h747idisco/Inc/mt25tl01g_conf.h | 71 + .../h747idisco/Inc/stm32h743i_eval_conf.h | 85 + .../Inc/stm32h747i_discovery_conf.h | 83 + .../stm32/h747idisco/Inc/stm32h7xx_hal_conf.h | 457 +++++ apps/stm32/h747idisco/Inc/stm32h7xx_it.h | 70 + .../h747idisco/STM32H747XIHx_CM7_config1.ld | 204 ++ .../h747idisco/STM32H747XIHx_CM7_config4.ld | 208 +++ .../h747idisco/Src/Misc/aiTestTvmHelper.c | 294 +++ .../stm32/h747idisco/Src/Misc/aiTestUtility.c | 730 ++++++++ .../SystemPerformance/aiSystemPerformance.c | 520 ++++++ apps/stm32/h747idisco/Src/Validation/aiPbIO.c | 154 ++ .../stm32/h747idisco/Src/Validation/aiPbMgr.c | 863 +++++++++ .../h747idisco/Src/Validation/aiValidation.c | 381 ++++ .../h747idisco/Src/Validation/pb_common.c | 117 ++ .../h747idisco/Src/Validation/pb_decode.c | 1528 +++++++++++++++ .../h747idisco/Src/Validation/pb_encode.c | 889 +++++++++ .../h747idisco/Src/Validation/stm32msg.pb.c | 182 ++ apps/stm32/h747idisco/Src/app_x-cube-ai.c | 67 + apps/stm32/h747idisco/Src/main.c | 576 ++++++ apps/stm32/h747idisco/Src/stm32h7xx_hal_msp.c | 227 +++ apps/stm32/h747idisco/Src/stm32h7xx_it.c | 205 ++ apps/stm32/h747idisco/Src/system_stm32h7xx.c | 366 ++++ apps/stm32/h747idisco/makefile.base | 328 ++++ apps/stm32/scripts/compile.py | 261 +++ apps/stm32/scripts/minimal.py | 81 + apps/stm32/scripts/mnist_test.py | 107 ++ apps/stm32/scripts/mnist_train.py | 143 ++ apps/stm32/scripts/tflite_test.py | 277 +++ python/tvm/contrib/stm32/__init__.py | 22 + python/tvm/contrib/stm32/ai_resolver.py | 92 + python/tvm/contrib/stm32/ai_runner.py | 635 +++++++ python/tvm/contrib/stm32/emitter.py | 1663 +++++++++++++++++ python/tvm/contrib/stm32/pb_mgr_drv.py | 626 +++++++ python/tvm/contrib/stm32/requirements.txt | 5 + python/tvm/contrib/stm32/serial_hw_drv.py | 184 ++ python/tvm/contrib/stm32/stm32_utility.py | 139 ++ python/tvm/contrib/stm32/stm32msg_pb2.py | 1167 ++++++++++++ python/tvm/contrib/stm32/stm_ai_utils.py | 116 ++ src/runtime/stm32/ai_platform.h | 420 +++++ src/runtime/stm32/ai_runtime_api.c | 435 +++++ src/runtime/stm32/ai_runtime_api.h | 243 +++ src/runtime/stm32/graph_runtime.cc | 529 ++++++ src/runtime/stm32/graph_runtime.h | 443 +++++ src/runtime/stm32/runtime.c | 268 +++ src/runtime/stm32/stm32lib.h | 202 ++ 66 files changed, 20323 insertions(+) create mode 100644 apps/stm32/Makefile create mode 100644 apps/stm32/README.md create mode 100644 apps/stm32/h747idisco/Asm/startup_stm32h747xx.s create mode 100644 apps/stm32/h747idisco/Inc/Misc/aiTestTvmHelper.h create mode 100644 apps/stm32/h747idisco/Inc/Misc/aiTestUtility.h create mode 100644 apps/stm32/h747idisco/Inc/RTE_Components.h create mode 100644 apps/stm32/h747idisco/Inc/SystemPerformance/aiSystemPerformance.h create mode 100644 apps/stm32/h747idisco/Inc/Validation/aiPbIO.h create mode 100644 apps/stm32/h747idisco/Inc/Validation/aiPbMgr.h create mode 100644 apps/stm32/h747idisco/Inc/Validation/aiValidation.h create mode 100644 apps/stm32/h747idisco/Inc/Validation/pb.h create mode 100644 apps/stm32/h747idisco/Inc/Validation/pb_common.h create mode 100644 apps/stm32/h747idisco/Inc/Validation/pb_decode.h create mode 100644 apps/stm32/h747idisco/Inc/Validation/pb_encode.h create mode 100644 apps/stm32/h747idisco/Inc/Validation/stm32msg.pb.h create mode 100644 apps/stm32/h747idisco/Inc/app_x-cube-ai.h create mode 100644 apps/stm32/h747idisco/Inc/bsp_ai.h create mode 100644 apps/stm32/h747idisco/Inc/constants_ai.h.bk create mode 100644 apps/stm32/h747idisco/Inc/is42s32800g_conf.h create mode 100644 apps/stm32/h747idisco/Inc/is42s32800j_conf.h create mode 100644 apps/stm32/h747idisco/Inc/main.h create mode 100644 apps/stm32/h747idisco/Inc/mt25tl01g_conf.h create mode 100644 apps/stm32/h747idisco/Inc/stm32h743i_eval_conf.h create mode 100644 apps/stm32/h747idisco/Inc/stm32h747i_discovery_conf.h create mode 100644 apps/stm32/h747idisco/Inc/stm32h7xx_hal_conf.h create mode 100644 apps/stm32/h747idisco/Inc/stm32h7xx_it.h create mode 100644 apps/stm32/h747idisco/STM32H747XIHx_CM7_config1.ld create mode 100644 apps/stm32/h747idisco/STM32H747XIHx_CM7_config4.ld create mode 100644 apps/stm32/h747idisco/Src/Misc/aiTestTvmHelper.c create mode 100644 apps/stm32/h747idisco/Src/Misc/aiTestUtility.c create mode 100644 apps/stm32/h747idisco/Src/SystemPerformance/aiSystemPerformance.c create mode 100644 apps/stm32/h747idisco/Src/Validation/aiPbIO.c create mode 100644 apps/stm32/h747idisco/Src/Validation/aiPbMgr.c create mode 100644 apps/stm32/h747idisco/Src/Validation/aiValidation.c create mode 100644 apps/stm32/h747idisco/Src/Validation/pb_common.c create mode 100644 apps/stm32/h747idisco/Src/Validation/pb_decode.c create mode 100644 apps/stm32/h747idisco/Src/Validation/pb_encode.c create mode 100644 apps/stm32/h747idisco/Src/Validation/stm32msg.pb.c create mode 100644 apps/stm32/h747idisco/Src/app_x-cube-ai.c create mode 100644 apps/stm32/h747idisco/Src/main.c create mode 100644 apps/stm32/h747idisco/Src/stm32h7xx_hal_msp.c create mode 100644 apps/stm32/h747idisco/Src/stm32h7xx_it.c create mode 100644 apps/stm32/h747idisco/Src/system_stm32h7xx.c create mode 100644 apps/stm32/h747idisco/makefile.base create mode 100755 apps/stm32/scripts/compile.py create mode 100755 apps/stm32/scripts/minimal.py create mode 100755 apps/stm32/scripts/mnist_test.py create mode 100755 apps/stm32/scripts/mnist_train.py create mode 100755 apps/stm32/scripts/tflite_test.py create mode 100755 python/tvm/contrib/stm32/__init__.py create mode 100755 python/tvm/contrib/stm32/ai_resolver.py create mode 100755 python/tvm/contrib/stm32/ai_runner.py create mode 100644 python/tvm/contrib/stm32/emitter.py create mode 100755 python/tvm/contrib/stm32/pb_mgr_drv.py create mode 100755 python/tvm/contrib/stm32/requirements.txt create mode 100755 python/tvm/contrib/stm32/serial_hw_drv.py create mode 100755 python/tvm/contrib/stm32/stm32_utility.py create mode 100755 python/tvm/contrib/stm32/stm32msg_pb2.py create mode 100755 python/tvm/contrib/stm32/stm_ai_utils.py create mode 100644 src/runtime/stm32/ai_platform.h create mode 100644 src/runtime/stm32/ai_runtime_api.c create mode 100644 src/runtime/stm32/ai_runtime_api.h create mode 100644 src/runtime/stm32/graph_runtime.cc create mode 100644 src/runtime/stm32/graph_runtime.h create mode 100644 src/runtime/stm32/runtime.c create mode 100644 src/runtime/stm32/stm32lib.h diff --git a/apps/stm32/Makefile b/apps/stm32/Makefile new file mode 100644 index 000000000000..dc1b92914b22 --- /dev/null +++ b/apps/stm32/Makefile @@ -0,0 +1,84 @@ + +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +# Top level Makefile for the STM32 microcontroller project. + +# +# Set the path to your ARM Toolset. +# Only gcc is supported at this time. +# +export ARM_PATH ?= /sw/arm/gcc-arm-none-eabi/9-2019-q4-major/x86_64/bin +ifndef ARM_PATH +$(error ARM_PATH must be set and point at your GCC ARM compiler installation) +endif + +# +# Set the path to your TVM compiler installation +# +export TVM_PATH ?= /prj/p_mcd_ais/users/stoutchi/Compiler/incubator-tvm +ifndef TVM_PATH +$(error TVM_PATH must be set and point at your TVM stack installation) +endif + +# +# Set the path to your CubeMX installation +# +export X_CUBE_PATH ?= /prj/p_mcd_ais/users/stoutchi/tvm-apps-stm32/STM32Cube_FW_H7_V1.8.0 +ifndef X_CUBE_PATH +$(error X_CUBE_PATH must be set and point at your STM32 Cube Firmware installation) +endif + +export X_CUBE_TOOL_PATH ?= /prj/p_mcd_ais/users/stoutchi/tvm-apps-stm32/STM32CubeProgrammer/bin +ifndef X_CUBE_TOOL_PATH +$(error X_CUBE_TOOL_PATH must be set and point at your STM32 Cube Programmer installation) +endif + +# +# Setup path to your network generated files +# +#export MODEL_PATH = mnist +ifndef MODEL_PATH +$(error MODEL_PATH must be set and point at your model implementation generated with the TVM compiler) +endif + +BOARD ?= h747idisco +LDCONF ?= 4 + +all: perf valid + +perf: + @echo " === Perf: Building from TVM sources ..." + $(MAKE) -f $(BOARD)/makefile.base CONFIG=$(LDCONF) + +valid: + @echo " === Validation: Building from TVM sources ..." + $(MAKE) -f $(BOARD)/makefile.base VALID=1 CONFIG=$(LDCONF) + +flash-perf: + $(MAKE) -f $(BOARD)/makefile.base flash + +flash-valid: + $(MAKE) -f $(BOARD)/makefile.base VALID=1 flash + +clean: clean-perf clean-valid + +clean-perf: + $(MAKE) -f $(BOARD)/makefile.base clean + +clean-valid: + $(MAKE) -f $(BOARD)/makefile.base VALID=1 clean diff --git a/apps/stm32/README.md b/apps/stm32/README.md new file mode 100644 index 000000000000..0da9d945bf52 --- /dev/null +++ b/apps/stm32/README.md @@ -0,0 +1,318 @@ + + + + + + + + + + + + + + + + + + +# STM32 Application for Deep Learning Framework with TVM + +- [STM32 Application for Deep Learning Framework with TVM](#stm32-application-for-deep-learning-framework-with-tvm) + - [Motivation](#motivation) + - [Prerequisites](#prerequisites) + - [STM32 Application Development Flow](#stm32-application-development-flow) + - [STM32 Application Stack](#stm32-application-stack) + - [Compiling a Neural Model](#building) + - [Integrating the compiled model with STM32 AI project](#integration) + - [Flashing and running the application on the board](#running) + - [STM32 Runtime API](#stm32-runtime-api) + - [Appendix](#appendix) + + +## Motivation + +Machine learning on embedded systems (often called TinyML) has the potential +to allow the creation of small devices that can make smart decisions without +needing to send data to the Cloud – great from efficiency and privacy +perspective. This project shows how to build and run deep learning models (based on artificial neural networks) on the STM32 Microcontrollers (MCUs). +The first supported development board is the Discovery H747 board. + +In order to embed a pre-trained neural networks into an MCU, we leverage on the TVM compiler technology. +As demonstrated in TVM [apps](https://tvm.apache.org/docs/), TVM already +supports C code generation. Thus, we use the TVM compiler for converting +pre-trained deep learning models into C code that can run on STM32 MCUs, while +optimizing code, minimizing complexity and memory requirements. +The generated C code can be integrated with the standard STM32 application +stack. + +We are also working on integrating the TVM with the widely used STM32CubeMX +tool. + +## Prerequisites + +The project has been tested with the Ubuntu development environment. +It requires installing following software packages: + + - ARM GCC Toolchain. + Only GCC tollchain is supported at this time. + [Download](https://developer.arm.com/tools-and-software/open-source-software/developer-tools/gnu-toolchain/gnu-rm/downloads) + + - The STM32 board support package (BSP) for the H7 board and the STM32 hardwarwe abstraction layer (HAL) library for the H7 board: + - [ZIP file](https://www.st.com/en/embedded-software/stm32cubeh7.html#get-software) + - [GitHub](https://github.com/STMicroelectronics/STM32CubeH7)(tested with the version v1.9.0): + + - The STM32 Programmer software + [Download](https://www.st.com/en/development-tools/stm32cubeprog.html) + +The provided examples use the following python packages: + +Note that the --user flag is not necessary if you’re installing to a managed +local environment, like virtualenv. +``` +pip3 install --user pyserial sklearn tqdm +``` + +## STM32 Application Development Flow + +This project shows how to compile and integrate the compiled neural network +model with a STM32 application. We focus on the +integration of a single model. This README also briefly describes +the possibility to integrate multiple models into a single STM32 application. + +### STM32 Application Stack + + -------------- ---------- --------- --------- + | Application | | Model 0 | | Model 1 | .... | Model N | + -------------- ---------- --------- --------- + + ------------------------------------------------------ + | STM32 Runtime | + ------------------------------------------------------ + + ----------------------- ---------------------------- + | Board Support Package | | Hardware Abstraction layer | + | (BSP) | | (HAL) | + ------------------------ ---------------------------- + + ------------------------------------------------------ + | Development Board (eg. Discovery H747) | + ------------------------------------------------------ + + +The TVM STM32 code generation is based on a lightweight [runtime API](#stm32-runtime-api) explained later in this README. + +### Compiling a Neural Model + +The scripts/compile.py script shows how to use the TVM compiler in order to +compile a TFLite network model running on the STM32 microcontrollers. +The tvm.contrib.stm32.CodeEmitter is used to generate the C implementation +from the TVM C module model. +The script generates following files inside the '' directory: + + - _graph.json : The JSON graph from TVM module + - _params.dat : The binary params from TVM module + - .[h,c] : C implementation of the JSON graph + - _data[h,c] : C implementation of the params data + - _lib.c : C implementation of the kernels from TVM module + + +### Integrating the compiled model with STM32 AI project + +#### Setup the build environment + +Setup your build environment by filling the following paths in the project +Makefile or set them up in your shell environment: +``` + export ARM_PATH = + Ex: .../arm/gcc-arm-none-eabi/9-2019-q4-major/x86_64/bin + + export X_CUBE_PATH = + Ex: .../STM32Cube_FW_H7_V1.9.0 + + export X_CUBE_TOOL_PATH = + Ex: .../STM32CubeProgrammer/bin + + export TVM_PATH = + Ex: .../tvm +``` + +Setup the path to the compiled TFLite model: +``` + export MODEL_PATH = +``` + +#### Data Placement in STM32 Memory + +The project includes two linker script examples. Using the linker +script it is possible to select placement of different application data +inside the STM32 board's memories. For example, following data sections +correspond to application data managed by the stm32.CodeEmitter: +``` +*.nn_weights: model weights. Often placed into the flash memory. +*.nn_data_act: model activations. +``` + +The STM32H747XIHx_CM7_config1.ld script gives an example of placing all +application data in H747 internal memories, eg. the text section and the +weights are placed in the internal flash, the data, the stack and the +heap sections are placed in the internal DTCM RAM, and the activations +are placed in the internal AXI RAM memory. + +The STM32H747XIHx_CM7_config4.ld script places application weights in +external QSPI FLASH memory, while the heap section and activations are +allocated in the external SDRAM memory. + +Similar linker scripts may be used for managing data placement depending +on user application requirements and the board configuration. + +#### Build + +The project includes two versions of the application: + 1. SystemPerformance: allows performance measurement on the board based on randomly generated input data. + 2. Validation: allows functional validation with a set of random generated or user generated inputs. + +In order to build the the SystemPerformance application do the: +``` +$ make perf +``` + +In order to build the the Validation application do: +``` +$ make valid +``` + +### Using Multiple Neural Models + +The STM32 API allows integration of multiple neural network models into a +single embedded application, or even multiple instances of the same model. + +TODO: complete description. + +### Flashing and running the SystemPerformance application on the board + +Connect your STM32 DiscoveryH747 development board to the host computer where +you build the application. + +Flash your application: +``` +$ make flash-perf +``` + +Flashing the application starts its execution in the board. The +SystemPerformance is running independently and its progress can be +followed in the monitor window. In order to monitor your application +execution, setup the dedicated monitor window. + +Following example is using the Linux +'screen' utility: +``` +$ screen /dev/ttyACM0 115200 +``` + +Checking whether a screen is already running: +``` +$ screen -ls +``` + +If there is one, the monitor window can be reattached to the existing +'screen' instance with: +``` +$ screen -x +``` + +Killing a screen instance from the monitor window: +``` +$ Ctrl+a-d +$ screen -ls (gives you the PID, ex. 10265.pts-5.xd0103) +$ screen -XS 10265.pts-5.xd0103 quit +``` + + +### Flashing and running the Validation application on the board + +The Validation application allows interacting with the board by giving your +model inputs (or generating random inputs) and reading the inference +outputs. + +Notice that a monitor window need to be detached from the board in order +for the Validation application to work. + +Flash your Validation application: +``` +$ make flash-valid +``` + +Run with random inputs and check agains the original model: +``` +$ python3 scripts/tflite_test.py -m .tflite -d serial:/dev/ttyACM0:115200 -b 10 +``` + +Instead of using random inputs, a Numpy npz file with user generated model inputs can be provided: +``` +$ python3 scripts/tflite_test.py -m .tflite -d serial:/dev/ttyACM0:115200 --npz .npz +``` + +The AI Runner (`tvm.contrin.stm32` Python module) can be used to write +a validation script with the user data and specific metrics (see `scripts/mnist_test.py` example). + +```python +from tvm.contrib.stm32 import AiRunner + +runner = AiRunner() +runner.connect('serial:/dev/ttyACM0:115200') + +tvm_outputs, _ = runner.invoke(tvm_inputs) +``` + + +## STM32 Runtime API + +For each neural network model, the compiler generates a 'ai_model_info' descriptor and a small number of API interface functions: +``` +ai_status ai_create (ai_model_info * nn, ai_ptr activations, ai_handle * handle); +``` + The function takes the 'ai_model_info' descriptor and a pointer to the + memory pool for allocating the activations, initializes the runtime + internal structures for the model, and returns a new 'ai_handle' for this + model. +``` +ai_status ai_destroy (ai_handle handle); +``` + Releases the internal structures for the model referenced via 'handle'. +``` +const char * ai_get_error (ai_handle handle); +int32_t ai_get_input_size (ai_handle handle); +int32_t ai_get_output_size (ai_handle handle); +``` + Ditto for the model referenced via 'handle'. +``` +ai_tensor * ai_get_input (ai_handle handle, int32_t index); +ai_tensor * ai_get_output (ai_handle handle, int32_t index); +``` + Return the 'ai_tensor' associated with the 'index' input/output of the + model referenced via 'handle'. +``` +ai_status ai_run (ai_handle handle); +``` + Execute the model referenced via 'handle'. + +The STM32 runtime API implements a number of additional methods that allow +retrieving, at runtime, a number of informations associated with a given +neural network model: +``` +const char * ai_get_name (ai_handle handle); +const char * ai_get_datetime (ai_handle handle); +const char * ai_get_revision (ai_handle handle); +const char * ai_get_tool_version (ai_handle handle); +const char * ai_get_api_version (ai_handle handle); +uint32_t ai_get_node_size (ai_handle handle); +uint32_t ai_get_activations_size (ai_handle handle); +uint32_t ai_get_params_size (ai_handle handle); +ai_ptr ai_get_activations (ai_handle handle); +const ai_ptr ai_get_params (ai_handle handle); +``` + +## Appendix + + diff --git a/apps/stm32/h747idisco/Asm/startup_stm32h747xx.s b/apps/stm32/h747idisco/Asm/startup_stm32h747xx.s new file mode 100644 index 000000000000..468cf6a5632b --- /dev/null +++ b/apps/stm32/h747idisco/Asm/startup_stm32h747xx.s @@ -0,0 +1,769 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + * + * STM32H747xx Devices vector table for GCC based toolchain. + * This module performs: + * - Set the initial SP + * - Set the initial PC == Reset_Handler, + * - Set the vector table entries with the exceptions ISR + * address + * - Branches to main in the C library (which eventually + * calls main()). + * After Reset the Cortex-M processor is in Thread mode, + * priority is Privileged, and the Stack is set to Main. + */ + + .syntax unified + .cpu cortex-m7 + .fpu softvfp + .thumb + +.global g_pfnVectors +.global Default_Handler + +/* start address for the initialization values of the .data section. +defined in linker script */ +.word _sidata +/* start address for the .data section. defined in linker script */ +.word _sdata +/* end address for the .data section. defined in linker script */ +.word _edata +/* start address for the .bss section. defined in linker script */ +.word _sbss +/* end address for the .bss section. defined in linker script */ +.word _ebss +/* stack used for SystemInit_ExtMemCtl; always internal RAM used */ + +/** + * @brief This is the code that gets called when the processor first + * starts execution following a reset event. Only the absolutely + * necessary set is performed, after which the application + * supplied main() routine is called. + * @param None + * @retval : None +*/ + + .section .text.Reset_Handler + .weak Reset_Handler + .type Reset_Handler, %function +Reset_Handler: + ldr sp, =_estack /* set stack pointer */ + +/* Copy the data segment initializers from flash to SRAM */ + movs r1, #0 + b LoopCopyDataInit + +CopyDataInit: + ldr r3, =_sidata + ldr r3, [r3, r1] + str r3, [r0, r1] + adds r1, r1, #4 + +LoopCopyDataInit: + ldr r0, =_sdata + ldr r3, =_edata + adds r2, r0, r1 + cmp r2, r3 + bcc CopyDataInit + ldr r2, =_sbss + b LoopFillZerobss +/* Zero fill the bss segment. */ +FillZerobss: + movs r3, #0 + str r3, [r2], #4 + +LoopFillZerobss: + ldr r3, = _ebss + cmp r2, r3 + bcc FillZerobss + +/* Call the clock system intitialization function.*/ + bl SystemInit +/* Call static constructors */ + bl __libc_init_array +/* Call the application's entry point.*/ + bl main + bx lr +.size Reset_Handler, .-Reset_Handler + +/** + * @brief This is the code that gets called when the processor receives an + * unexpected interrupt. This simply enters an infinite loop, preserving + * the system state for examination by a debugger. + * @param None + * @retval None +*/ + .section .text.Default_Handler,"ax",%progbits +Default_Handler: +Infinite_Loop: + b Infinite_Loop + .size Default_Handler, .-Default_Handler +/****************************************************************************** +* +* The minimal vector table for a Cortex M. Note that the proper constructs +* must be placed on this to ensure that it ends up at physical address +* 0x0000.0000. +* +*******************************************************************************/ + .section .isr_vector,"a",%progbits + .type g_pfnVectors, %object + .size g_pfnVectors, .-g_pfnVectors + + +g_pfnVectors: + .word _estack + .word Reset_Handler + + .word NMI_Handler + .word HardFault_Handler + .word MemManage_Handler + .word BusFault_Handler + .word UsageFault_Handler + .word 0 + .word 0 + .word 0 + .word 0 + .word SVC_Handler + .word DebugMon_Handler + .word 0 + .word PendSV_Handler + .word SysTick_Handler + + /* External Interrupts */ + .word WWDG_IRQHandler /* Window WatchDog Interrupt ( wwdg1_it, wwdg2_it) */ + .word PVD_AVD_IRQHandler /* PVD/AVD through EXTI Line detection */ + .word TAMP_STAMP_IRQHandler /* Tamper and TimeStamps through the EXTI line */ + .word RTC_WKUP_IRQHandler /* RTC Wakeup through the EXTI line */ + .word FLASH_IRQHandler /* FLASH */ + .word RCC_IRQHandler /* RCC */ + .word EXTI0_IRQHandler /* EXTI Line0 */ + .word EXTI1_IRQHandler /* EXTI Line1 */ + .word EXTI2_IRQHandler /* EXTI Line2 */ + .word EXTI3_IRQHandler /* EXTI Line3 */ + .word EXTI4_IRQHandler /* EXTI Line4 */ + .word DMA1_Stream0_IRQHandler /* DMA1 Stream 0 */ + .word DMA1_Stream1_IRQHandler /* DMA1 Stream 1 */ + .word DMA1_Stream2_IRQHandler /* DMA1 Stream 2 */ + .word DMA1_Stream3_IRQHandler /* DMA1 Stream 3 */ + .word DMA1_Stream4_IRQHandler /* DMA1 Stream 4 */ + .word DMA1_Stream5_IRQHandler /* DMA1 Stream 5 */ + .word DMA1_Stream6_IRQHandler /* DMA1 Stream 6 */ + .word ADC_IRQHandler /* ADC1, ADC2 and ADC3s */ + .word FDCAN1_IT0_IRQHandler /* FDCAN1 interrupt line 0 */ + .word FDCAN2_IT0_IRQHandler /* FDCAN2 interrupt line 0 */ + .word FDCAN1_IT1_IRQHandler /* FDCAN1 interrupt line 1 */ + .word FDCAN2_IT1_IRQHandler /* FDCAN2 interrupt line 1 */ + .word EXTI9_5_IRQHandler /* External Line[9:5]s */ + .word TIM1_BRK_IRQHandler /* TIM1 Break interrupt */ + .word TIM1_UP_IRQHandler /* TIM1 Update interrupt */ + .word TIM1_TRG_COM_IRQHandler /* TIM1 Trigger and Commutation interrupt */ + .word TIM1_CC_IRQHandler /* TIM1 Capture Compare */ + .word TIM2_IRQHandler /* TIM2 */ + .word TIM3_IRQHandler /* TIM3 */ + .word TIM4_IRQHandler /* TIM4 */ + .word I2C1_EV_IRQHandler /* I2C1 Event */ + .word I2C1_ER_IRQHandler /* I2C1 Error */ + .word I2C2_EV_IRQHandler /* I2C2 Event */ + .word I2C2_ER_IRQHandler /* I2C2 Error */ + .word SPI1_IRQHandler /* SPI1 */ + .word SPI2_IRQHandler /* SPI2 */ + .word USART1_IRQHandler /* USART1 */ + .word USART2_IRQHandler /* USART2 */ + .word USART3_IRQHandler /* USART3 */ + .word EXTI15_10_IRQHandler /* External Line[15:10]s */ + .word RTC_Alarm_IRQHandler /* RTC Alarm (A and B) through EXTI Line */ + .word 0 /* Reserved */ + .word TIM8_BRK_TIM12_IRQHandler /* TIM8 Break and TIM12 */ + .word TIM8_UP_TIM13_IRQHandler /* TIM8 Update and TIM13 */ + .word TIM8_TRG_COM_TIM14_IRQHandler /* TIM8 Trigger and Commutation and TIM14 */ + .word TIM8_CC_IRQHandler /* TIM8 Capture Compare */ + .word DMA1_Stream7_IRQHandler /* DMA1 Stream7 */ + .word FMC_IRQHandler /* FMC */ + .word SDMMC1_IRQHandler /* SDMMC1 */ + .word TIM5_IRQHandler /* TIM5 */ + .word SPI3_IRQHandler /* SPI3 */ + .word UART4_IRQHandler /* UART4 */ + .word UART5_IRQHandler /* UART5 */ + .word TIM6_DAC_IRQHandler /* TIM6 and DAC1&2 underrun errors */ + .word TIM7_IRQHandler /* TIM7 */ + .word DMA2_Stream0_IRQHandler /* DMA2 Stream 0 */ + .word DMA2_Stream1_IRQHandler /* DMA2 Stream 1 */ + .word DMA2_Stream2_IRQHandler /* DMA2 Stream 2 */ + .word DMA2_Stream3_IRQHandler /* DMA2 Stream 3 */ + .word DMA2_Stream4_IRQHandler /* DMA2 Stream 4 */ + .word ETH_IRQHandler /* Ethernet */ + .word ETH_WKUP_IRQHandler /* Ethernet Wakeup through EXTI line */ + .word FDCAN_CAL_IRQHandler /* FDCAN calibration unit interrupt */ + .word CM7_SEV_IRQHandler /* CM7 Send event interrupt for CM4 */ + .word CM4_SEV_IRQHandler /* CM4 Send event interrupt for CM7 */ + .word 0 /* Reserved */ + .word 0 /* Reserved */ + .word DMA2_Stream5_IRQHandler /* DMA2 Stream 5 */ + .word DMA2_Stream6_IRQHandler /* DMA2 Stream 6 */ + .word DMA2_Stream7_IRQHandler /* DMA2 Stream 7 */ + .word USART6_IRQHandler /* USART6 */ + .word I2C3_EV_IRQHandler /* I2C3 event */ + .word I2C3_ER_IRQHandler /* I2C3 error */ + .word OTG_HS_EP1_OUT_IRQHandler /* USB OTG HS End Point 1 Out */ + .word OTG_HS_EP1_IN_IRQHandler /* USB OTG HS End Point 1 In */ + .word OTG_HS_WKUP_IRQHandler /* USB OTG HS Wakeup through EXTI */ + .word OTG_HS_IRQHandler /* USB OTG HS */ + .word DCMI_IRQHandler /* DCMI */ + .word 0 /* Reserved */ + .word RNG_IRQHandler /* Rng */ + .word FPU_IRQHandler /* FPU */ + .word UART7_IRQHandler /* UART7 */ + .word UART8_IRQHandler /* UART8 */ + .word SPI4_IRQHandler /* SPI4 */ + .word SPI5_IRQHandler /* SPI5 */ + .word SPI6_IRQHandler /* SPI6 */ + .word SAI1_IRQHandler /* SAI1 */ + .word LTDC_IRQHandler /* LTDC */ + .word LTDC_ER_IRQHandler /* LTDC error */ + .word DMA2D_IRQHandler /* DMA2D */ + .word SAI2_IRQHandler /* SAI2 */ + .word QUADSPI_IRQHandler /* QUADSPI */ + .word LPTIM1_IRQHandler /* LPTIM1 */ + .word CEC_IRQHandler /* HDMI_CEC */ + .word I2C4_EV_IRQHandler /* I2C4 Event */ + .word I2C4_ER_IRQHandler /* I2C4 Error */ + .word SPDIF_RX_IRQHandler /* SPDIF_RX */ + .word OTG_FS_EP1_OUT_IRQHandler /* USB OTG FS End Point 1 Out */ + .word OTG_FS_EP1_IN_IRQHandler /* USB OTG FS End Point 1 In */ + .word OTG_FS_WKUP_IRQHandler /* USB OTG FS Wakeup through EXTI */ + .word OTG_FS_IRQHandler /* USB OTG FS */ + .word DMAMUX1_OVR_IRQHandler /* DMAMUX1 Overrun interrupt */ + .word HRTIM1_Master_IRQHandler /* HRTIM Master Timer global Interrupt */ + .word HRTIM1_TIMA_IRQHandler /* HRTIM Timer A global Interrupt */ + .word HRTIM1_TIMB_IRQHandler /* HRTIM Timer B global Interrupt */ + .word HRTIM1_TIMC_IRQHandler /* HRTIM Timer C global Interrupt */ + .word HRTIM1_TIMD_IRQHandler /* HRTIM Timer D global Interrupt */ + .word HRTIM1_TIME_IRQHandler /* HRTIM Timer E global Interrupt */ + .word HRTIM1_FLT_IRQHandler /* HRTIM Fault global Interrupt */ + .word DFSDM1_FLT0_IRQHandler /* DFSDM Filter0 Interrupt */ + .word DFSDM1_FLT1_IRQHandler /* DFSDM Filter1 Interrupt */ + .word DFSDM1_FLT2_IRQHandler /* DFSDM Filter2 Interrupt */ + .word DFSDM1_FLT3_IRQHandler /* DFSDM Filter3 Interrupt */ + .word SAI3_IRQHandler /* SAI3 global Interrupt */ + .word SWPMI1_IRQHandler /* Serial Wire Interface 1 global interrupt */ + .word TIM15_IRQHandler /* TIM15 global Interrupt */ + .word TIM16_IRQHandler /* TIM16 global Interrupt */ + .word TIM17_IRQHandler /* TIM17 global Interrupt */ + .word MDIOS_WKUP_IRQHandler /* MDIOS Wakeup Interrupt */ + .word MDIOS_IRQHandler /* MDIOS global Interrupt */ + .word JPEG_IRQHandler /* JPEG global Interrupt */ + .word MDMA_IRQHandler /* MDMA global Interrupt */ + .word DSI_IRQHandler /* DSI global Interrupt */ + .word SDMMC2_IRQHandler /* SDMMC2 global Interrupt */ + .word HSEM1_IRQHandler /* HSEM1 global Interrupt */ + .word HSEM2_IRQHandler /* HSEM1 global Interrupt */ + .word ADC3_IRQHandler /* ADC3 global Interrupt */ + .word DMAMUX2_OVR_IRQHandler /* DMAMUX Overrun interrupt */ + .word BDMA_Channel0_IRQHandler /* BDMA Channel 0 global Interrupt */ + .word BDMA_Channel1_IRQHandler /* BDMA Channel 1 global Interrupt */ + .word BDMA_Channel2_IRQHandler /* BDMA Channel 2 global Interrupt */ + .word BDMA_Channel3_IRQHandler /* BDMA Channel 3 global Interrupt */ + .word BDMA_Channel4_IRQHandler /* BDMA Channel 4 global Interrupt */ + .word BDMA_Channel5_IRQHandler /* BDMA Channel 5 global Interrupt */ + .word BDMA_Channel6_IRQHandler /* BDMA Channel 6 global Interrupt */ + .word BDMA_Channel7_IRQHandler /* BDMA Channel 7 global Interrupt */ + .word COMP1_IRQHandler /* COMP1 global Interrupt */ + .word LPTIM2_IRQHandler /* LP TIM2 global interrupt */ + .word LPTIM3_IRQHandler /* LP TIM3 global interrupt */ + .word LPTIM4_IRQHandler /* LP TIM4 global interrupt */ + .word LPTIM5_IRQHandler /* LP TIM5 global interrupt */ + .word LPUART1_IRQHandler /* LP UART1 interrupt */ + .word WWDG_RST_IRQHandler /* Window Watchdog reset interrupt (exti_d2_wwdg_it, exti_d1_wwdg_it) */ + .word CRS_IRQHandler /* Clock Recovery Global Interrupt */ + .word ECC_IRQHandler /* ECC diagnostic Global Interrupt */ + .word SAI4_IRQHandler /* SAI4 global interrupt */ + .word 0 /* Reserved */ + .word HOLD_CORE_IRQHandler /* Hold core interrupt */ + .word WAKEUP_PIN_IRQHandler /* Interrupt for all 6 wake-up pins */ + +/******************************************************************************* +* +* Provide weak aliases for each Exception handler to the Default_Handler. +* As they are weak aliases, any function with the same name will override +* this definition. +* +*******************************************************************************/ + .weak NMI_Handler + .thumb_set NMI_Handler,Default_Handler + + .weak HardFault_Handler + .thumb_set HardFault_Handler,Default_Handler + + .weak MemManage_Handler + .thumb_set MemManage_Handler,Default_Handler + + .weak BusFault_Handler + .thumb_set BusFault_Handler,Default_Handler + + .weak UsageFault_Handler + .thumb_set UsageFault_Handler,Default_Handler + + .weak SVC_Handler + .thumb_set SVC_Handler,Default_Handler + + .weak DebugMon_Handler + .thumb_set DebugMon_Handler,Default_Handler + + .weak PendSV_Handler + .thumb_set PendSV_Handler,Default_Handler + + .weak SysTick_Handler + .thumb_set SysTick_Handler,Default_Handler + + .weak WWDG_IRQHandler + .thumb_set WWDG_IRQHandler,Default_Handler + + .weak PVD_AVD_IRQHandler + .thumb_set PVD_AVD_IRQHandler,Default_Handler + + .weak TAMP_STAMP_IRQHandler + .thumb_set TAMP_STAMP_IRQHandler,Default_Handler + + .weak RTC_WKUP_IRQHandler + .thumb_set RTC_WKUP_IRQHandler,Default_Handler + + .weak FLASH_IRQHandler + .thumb_set FLASH_IRQHandler,Default_Handler + + .weak RCC_IRQHandler + .thumb_set RCC_IRQHandler,Default_Handler + + .weak EXTI0_IRQHandler + .thumb_set EXTI0_IRQHandler,Default_Handler + + .weak EXTI1_IRQHandler + .thumb_set EXTI1_IRQHandler,Default_Handler + + .weak EXTI2_IRQHandler + .thumb_set EXTI2_IRQHandler,Default_Handler + + .weak EXTI3_IRQHandler + .thumb_set EXTI3_IRQHandler,Default_Handler + + .weak EXTI4_IRQHandler + .thumb_set EXTI4_IRQHandler,Default_Handler + + .weak DMA1_Stream0_IRQHandler + .thumb_set DMA1_Stream0_IRQHandler,Default_Handler + + .weak DMA1_Stream1_IRQHandler + .thumb_set DMA1_Stream1_IRQHandler,Default_Handler + + .weak DMA1_Stream2_IRQHandler + .thumb_set DMA1_Stream2_IRQHandler,Default_Handler + + .weak DMA1_Stream3_IRQHandler + .thumb_set DMA1_Stream3_IRQHandler,Default_Handler + + .weak DMA1_Stream4_IRQHandler + .thumb_set DMA1_Stream4_IRQHandler,Default_Handler + + .weak DMA1_Stream5_IRQHandler + .thumb_set DMA1_Stream5_IRQHandler,Default_Handler + + .weak DMA1_Stream6_IRQHandler + .thumb_set DMA1_Stream6_IRQHandler,Default_Handler + + .weak ADC_IRQHandler + .thumb_set ADC_IRQHandler,Default_Handler + + .weak FDCAN1_IT0_IRQHandler + .thumb_set FDCAN1_IT0_IRQHandler,Default_Handler + + .weak FDCAN2_IT0_IRQHandler + .thumb_set FDCAN2_IT0_IRQHandler,Default_Handler + + .weak FDCAN1_IT1_IRQHandler + .thumb_set FDCAN1_IT1_IRQHandler,Default_Handler + + .weak FDCAN2_IT1_IRQHandler + .thumb_set FDCAN2_IT1_IRQHandler,Default_Handler + + .weak EXTI9_5_IRQHandler + .thumb_set EXTI9_5_IRQHandler,Default_Handler + + .weak TIM1_BRK_IRQHandler + .thumb_set TIM1_BRK_IRQHandler,Default_Handler + + .weak TIM1_UP_IRQHandler + .thumb_set TIM1_UP_IRQHandler,Default_Handler + + .weak TIM1_TRG_COM_IRQHandler + .thumb_set TIM1_TRG_COM_IRQHandler,Default_Handler + + .weak TIM1_CC_IRQHandler + .thumb_set TIM1_CC_IRQHandler,Default_Handler + + .weak TIM2_IRQHandler + .thumb_set TIM2_IRQHandler,Default_Handler + + .weak TIM3_IRQHandler + .thumb_set TIM3_IRQHandler,Default_Handler + + .weak TIM4_IRQHandler + .thumb_set TIM4_IRQHandler,Default_Handler + + .weak I2C1_EV_IRQHandler + .thumb_set I2C1_EV_IRQHandler,Default_Handler + + .weak I2C1_ER_IRQHandler + .thumb_set I2C1_ER_IRQHandler,Default_Handler + + .weak I2C2_EV_IRQHandler + .thumb_set I2C2_EV_IRQHandler,Default_Handler + + .weak I2C2_ER_IRQHandler + .thumb_set I2C2_ER_IRQHandler,Default_Handler + + .weak SPI1_IRQHandler + .thumb_set SPI1_IRQHandler,Default_Handler + + .weak SPI2_IRQHandler + .thumb_set SPI2_IRQHandler,Default_Handler + + .weak USART1_IRQHandler + .thumb_set USART1_IRQHandler,Default_Handler + + .weak USART2_IRQHandler + .thumb_set USART2_IRQHandler,Default_Handler + + .weak USART3_IRQHandler + .thumb_set USART3_IRQHandler,Default_Handler + + .weak EXTI15_10_IRQHandler + .thumb_set EXTI15_10_IRQHandler,Default_Handler + + .weak RTC_Alarm_IRQHandler + .thumb_set RTC_Alarm_IRQHandler,Default_Handler + + .weak TIM8_BRK_TIM12_IRQHandler + .thumb_set TIM8_BRK_TIM12_IRQHandler,Default_Handler + + .weak TIM8_UP_TIM13_IRQHandler + .thumb_set TIM8_UP_TIM13_IRQHandler,Default_Handler + + .weak TIM8_TRG_COM_TIM14_IRQHandler + .thumb_set TIM8_TRG_COM_TIM14_IRQHandler,Default_Handler + + .weak TIM8_CC_IRQHandler + .thumb_set TIM8_CC_IRQHandler,Default_Handler + + .weak DMA1_Stream7_IRQHandler + .thumb_set DMA1_Stream7_IRQHandler,Default_Handler + + .weak FMC_IRQHandler + .thumb_set FMC_IRQHandler,Default_Handler + + .weak SDMMC1_IRQHandler + .thumb_set SDMMC1_IRQHandler,Default_Handler + + .weak TIM5_IRQHandler + .thumb_set TIM5_IRQHandler,Default_Handler + + .weak SPI3_IRQHandler + .thumb_set SPI3_IRQHandler,Default_Handler + + .weak UART4_IRQHandler + .thumb_set UART4_IRQHandler,Default_Handler + + .weak UART5_IRQHandler + .thumb_set UART5_IRQHandler,Default_Handler + + .weak TIM6_DAC_IRQHandler + .thumb_set TIM6_DAC_IRQHandler,Default_Handler + + .weak TIM7_IRQHandler + .thumb_set TIM7_IRQHandler,Default_Handler + + .weak DMA2_Stream0_IRQHandler + .thumb_set DMA2_Stream0_IRQHandler,Default_Handler + + .weak DMA2_Stream1_IRQHandler + .thumb_set DMA2_Stream1_IRQHandler,Default_Handler + + .weak DMA2_Stream2_IRQHandler + .thumb_set DMA2_Stream2_IRQHandler,Default_Handler + + .weak DMA2_Stream3_IRQHandler + .thumb_set DMA2_Stream3_IRQHandler,Default_Handler + + .weak DMA2_Stream4_IRQHandler + .thumb_set DMA2_Stream4_IRQHandler,Default_Handler + + .weak ETH_IRQHandler + .thumb_set ETH_IRQHandler,Default_Handler + + .weak ETH_WKUP_IRQHandler + .thumb_set ETH_WKUP_IRQHandler,Default_Handler + + .weak FDCAN_CAL_IRQHandler + .thumb_set FDCAN_CAL_IRQHandler,Default_Handler + + .weak CM7_SEV_IRQHandler + .thumb_set CM7_SEV_IRQHandler,Default_Handler + + .weak CM4_SEV_IRQHandler + .thumb_set CM4_SEV_IRQHandler,Default_Handler + + .weak DMA2_Stream5_IRQHandler + .thumb_set DMA2_Stream5_IRQHandler,Default_Handler + + .weak DMA2_Stream6_IRQHandler + .thumb_set DMA2_Stream6_IRQHandler,Default_Handler + + .weak DMA2_Stream7_IRQHandler + .thumb_set DMA2_Stream7_IRQHandler,Default_Handler + + .weak USART6_IRQHandler + .thumb_set USART6_IRQHandler,Default_Handler + + .weak I2C3_EV_IRQHandler + .thumb_set I2C3_EV_IRQHandler,Default_Handler + + .weak I2C3_ER_IRQHandler + .thumb_set I2C3_ER_IRQHandler,Default_Handler + + .weak OTG_HS_EP1_OUT_IRQHandler + .thumb_set OTG_HS_EP1_OUT_IRQHandler,Default_Handler + + .weak OTG_HS_EP1_IN_IRQHandler + .thumb_set OTG_HS_EP1_IN_IRQHandler,Default_Handler + + .weak OTG_HS_WKUP_IRQHandler + .thumb_set OTG_HS_WKUP_IRQHandler,Default_Handler + + .weak OTG_HS_IRQHandler + .thumb_set OTG_HS_IRQHandler,Default_Handler + + .weak DCMI_IRQHandler + .thumb_set DCMI_IRQHandler,Default_Handler + + .weak RNG_IRQHandler + .thumb_set RNG_IRQHandler,Default_Handler + + .weak FPU_IRQHandler + .thumb_set FPU_IRQHandler,Default_Handler + + .weak UART7_IRQHandler + .thumb_set UART7_IRQHandler,Default_Handler + + .weak UART8_IRQHandler + .thumb_set UART8_IRQHandler,Default_Handler + + .weak SPI4_IRQHandler + .thumb_set SPI4_IRQHandler,Default_Handler + + .weak SPI5_IRQHandler + .thumb_set SPI5_IRQHandler,Default_Handler + + .weak SPI6_IRQHandler + .thumb_set SPI6_IRQHandler,Default_Handler + + .weak SAI1_IRQHandler + .thumb_set SAI1_IRQHandler,Default_Handler + + .weak LTDC_IRQHandler + .thumb_set LTDC_IRQHandler,Default_Handler + + .weak LTDC_ER_IRQHandler + .thumb_set LTDC_ER_IRQHandler,Default_Handler + + .weak DMA2D_IRQHandler + .thumb_set DMA2D_IRQHandler,Default_Handler + + .weak SAI2_IRQHandler + .thumb_set SAI2_IRQHandler,Default_Handler + + .weak QUADSPI_IRQHandler + .thumb_set QUADSPI_IRQHandler,Default_Handler + + .weak LPTIM1_IRQHandler + .thumb_set LPTIM1_IRQHandler,Default_Handler + + .weak CEC_IRQHandler + .thumb_set CEC_IRQHandler,Default_Handler + + .weak I2C4_EV_IRQHandler + .thumb_set I2C4_EV_IRQHandler,Default_Handler + + .weak I2C4_ER_IRQHandler + .thumb_set I2C4_ER_IRQHandler,Default_Handler + + .weak SPDIF_RX_IRQHandler + .thumb_set SPDIF_RX_IRQHandler,Default_Handler + + .weak OTG_FS_EP1_OUT_IRQHandler + .thumb_set OTG_FS_EP1_OUT_IRQHandler,Default_Handler + + .weak OTG_FS_EP1_IN_IRQHandler + .thumb_set OTG_FS_EP1_IN_IRQHandler,Default_Handler + + .weak OTG_FS_WKUP_IRQHandler + .thumb_set OTG_FS_WKUP_IRQHandler,Default_Handler + + .weak OTG_FS_IRQHandler + .thumb_set OTG_FS_IRQHandler,Default_Handler + + .weak DMAMUX1_OVR_IRQHandler + .thumb_set DMAMUX1_OVR_IRQHandler,Default_Handler + + .weak HRTIM1_Master_IRQHandler + .thumb_set HRTIM1_Master_IRQHandler,Default_Handler + + .weak HRTIM1_TIMA_IRQHandler + .thumb_set HRTIM1_TIMA_IRQHandler,Default_Handler + + .weak HRTIM1_TIMB_IRQHandler + .thumb_set HRTIM1_TIMB_IRQHandler,Default_Handler + + .weak HRTIM1_TIMC_IRQHandler + .thumb_set HRTIM1_TIMC_IRQHandler,Default_Handler + + .weak HRTIM1_TIMD_IRQHandler + .thumb_set HRTIM1_TIMD_IRQHandler,Default_Handler + + .weak HRTIM1_TIME_IRQHandler + .thumb_set HRTIM1_TIME_IRQHandler,Default_Handler + + .weak HRTIM1_FLT_IRQHandler + .thumb_set HRTIM1_FLT_IRQHandler,Default_Handler + + .weak DFSDM1_FLT0_IRQHandler + .thumb_set DFSDM1_FLT0_IRQHandler,Default_Handler + + .weak DFSDM1_FLT1_IRQHandler + .thumb_set DFSDM1_FLT1_IRQHandler,Default_Handler + + .weak DFSDM1_FLT2_IRQHandler + .thumb_set DFSDM1_FLT2_IRQHandler,Default_Handler + + .weak DFSDM1_FLT3_IRQHandler + .thumb_set DFSDM1_FLT3_IRQHandler,Default_Handler + + .weak SAI3_IRQHandler + .thumb_set SAI3_IRQHandler,Default_Handler + + .weak SWPMI1_IRQHandler + .thumb_set SWPMI1_IRQHandler,Default_Handler + + .weak TIM15_IRQHandler + .thumb_set TIM15_IRQHandler,Default_Handler + + .weak TIM16_IRQHandler + .thumb_set TIM16_IRQHandler,Default_Handler + + .weak TIM17_IRQHandler + .thumb_set TIM17_IRQHandler,Default_Handler + + .weak MDIOS_WKUP_IRQHandler + .thumb_set MDIOS_WKUP_IRQHandler,Default_Handler + + .weak MDIOS_IRQHandler + .thumb_set MDIOS_IRQHandler,Default_Handler + + .weak JPEG_IRQHandler + .thumb_set JPEG_IRQHandler,Default_Handler + + .weak MDMA_IRQHandler + .thumb_set MDMA_IRQHandler,Default_Handler + + .weak DSI_IRQHandler + .thumb_set DSI_IRQHandler,Default_Handler + + .weak SDMMC2_IRQHandler + .thumb_set SDMMC2_IRQHandler,Default_Handler + + .weak HSEM1_IRQHandler + .thumb_set HSEM1_IRQHandler,Default_Handler + + .weak HSEM2_IRQHandler + .thumb_set HSEM2_IRQHandler,Default_Handler + + .weak ADC3_IRQHandler + .thumb_set ADC3_IRQHandler,Default_Handler + + .weak DMAMUX2_OVR_IRQHandler + .thumb_set DMAMUX2_OVR_IRQHandler,Default_Handler + + .weak BDMA_Channel0_IRQHandler + .thumb_set BDMA_Channel0_IRQHandler,Default_Handler + + .weak BDMA_Channel1_IRQHandler + .thumb_set BDMA_Channel1_IRQHandler,Default_Handler + + .weak BDMA_Channel2_IRQHandler + .thumb_set BDMA_Channel2_IRQHandler,Default_Handler + + .weak BDMA_Channel3_IRQHandler + .thumb_set BDMA_Channel3_IRQHandler,Default_Handler + + .weak BDMA_Channel4_IRQHandler + .thumb_set BDMA_Channel4_IRQHandler,Default_Handler + + .weak BDMA_Channel5_IRQHandler + .thumb_set BDMA_Channel5_IRQHandler,Default_Handler + + .weak BDMA_Channel6_IRQHandler + .thumb_set BDMA_Channel6_IRQHandler,Default_Handler + + .weak BDMA_Channel7_IRQHandler + .thumb_set BDMA_Channel7_IRQHandler,Default_Handler + + .weak COMP1_IRQHandler + .thumb_set COMP1_IRQHandler,Default_Handler + + .weak LPTIM2_IRQHandler + .thumb_set LPTIM2_IRQHandler,Default_Handler + + .weak LPTIM3_IRQHandler + .thumb_set LPTIM3_IRQHandler,Default_Handler + + .weak LPTIM4_IRQHandler + .thumb_set LPTIM4_IRQHandler,Default_Handler + + .weak LPTIM5_IRQHandler + .thumb_set LPTIM5_IRQHandler,Default_Handler + + .weak LPUART1_IRQHandler + .thumb_set LPUART1_IRQHandler,Default_Handler + + .weak WWDG_RST_IRQHandler + .thumb_set WWDG_RST_IRQHandler,Default_Handler + + .weak CRS_IRQHandler + .thumb_set CRS_IRQHandler,Default_Handler + + .weak ECC_IRQHandler + .thumb_set ECC_IRQHandler,Default_Handler + + .weak SAI4_IRQHandler + .thumb_set SAI4_IRQHandler,Default_Handler + + .weak HOLD_CORE_IRQHandler + .thumb_set HOLD_CORE_IRQHandler,Default_Handler + + .weak WAKEUP_PIN_IRQHandler + .thumb_set WAKEUP_PIN_IRQHandler,Default_Handler + +/************************ (C) COPYRIGHT STMicroelectronics *****END OF FILE****/ + diff --git a/apps/stm32/h747idisco/Inc/Misc/aiTestTvmHelper.h b/apps/stm32/h747idisco/Inc/Misc/aiTestTvmHelper.h new file mode 100644 index 000000000000..ba51b750187b --- /dev/null +++ b/apps/stm32/h747idisco/Inc/Misc/aiTestTvmHelper.h @@ -0,0 +1,52 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file aiTestTvmHelper.h + * \brief STM32 Helper functions for STM32 AI test application + */ + +#ifndef __AI_TEST_TVM_HELPER_H__ +#define __AI_TEST_TVM_HELPER_H__ + +#include + +#include "ai_runtime_api.h" + + +#ifdef __cplusplus +extern "C" { +#endif + +void aiPlatformVersion(void); + +void aiLogErr(const char *fct, const char *err); +void aiPrintLayoutBuffer(const char *msg, int idx, ai_tensor * tensor); +void aiPrintNetworkInfo(ai_model_info *nn, ai_handle hdl); + +#if defined(NO_X_CUBE_AI_RUNTIME) && NO_X_CUBE_AI_RUNTIME == 1 +#include "ai_platform.h" +void aiTvmToReport(ai_model_info *nn, ai_handle hdl, ai_network_report *report); +#endif + +#ifdef __cplusplus +} +#endif + +#endif /* __AI_TEST_TVM_HELPER_H__ */ diff --git a/apps/stm32/h747idisco/Inc/Misc/aiTestUtility.h b/apps/stm32/h747idisco/Inc/Misc/aiTestUtility.h new file mode 100644 index 000000000000..35f564183fea --- /dev/null +++ b/apps/stm32/h747idisco/Inc/Misc/aiTestUtility.h @@ -0,0 +1,349 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file aiTestUtility.h + * \brief STM32 Utility functions for STM32 AI test application + */ + +#ifndef __AI_TEST_UTILITY_H__ +#define __AI_TEST_UTILITY_H__ + +#include +#include + +#include /* generated STM32 platform file to import the HAL and the UART definition */ + + +#ifdef __cplusplus +extern "C" { +#endif + +#if defined (__ARMCC_VERSION) && (__ARMCC_VERSION >= 6010050) /* Keil ARM Compiler 6 toolchain */ +#define _APP_STACK_MONITOR_ 0 /* not yet supported */ +#define _APP_HEAP_MONITOR_ 0 /* not yet supported */ +#elif defined(__GNUC__) && !defined (__ARMCC_VERSION) /* GNU GCC toolchain */ +#define _APP_STACK_MONITOR_ 1 +#define _APP_HEAP_MONITOR_ 1 +#elif defined (__ICCARM__) /* IAR toolchain */ +#define _APP_STACK_MONITOR_ 1 +#define _APP_HEAP_MONITOR_ 0 /* not yet supported */ +#else +#define _APP_STACK_MONITOR_ 0 /* not yet supported */ +#define _APP_HEAP_MONITOR_ 0 /* not yet supported */ +#endif + + +#if defined(CHECK_STM32_FAMILY) +#if !defined(STM32F7) && !defined(STM32L4) && !defined(STM32L5) && !defined(STM32F4) && !defined(STM32H7) && !defined(STM32F3) +#error Only STM32H7, STM32F7, STM32F4, STM32L4, STM32L5 or STM32F3 device are supported +#endif +#endif + +/* ----------------------------------------------------------------------------- + * MISC definitions + * ----------------------------------------------------------------------------- + */ + +#define _CONCAT_ARG(a, b) a ## b +#define _CONCAT(a, b) _CONCAT_ARG(a, b) + +#if defined(_MSC_VER) + #define MEM_ALIGNED(x) +#elif defined(__ICCARM__) || defined (__IAR_SYSTEMS_ICC__) + #define MEM_ALIGNED(x) _CONCAT(MEM_ALIGNED_,x) + #define MEM_ALIGNED_1 _Pragma("data_alignment = 1") + #define MEM_ALIGNED_2 _Pragma("data_alignment = 2") + #define MEM_ALIGNED_4 _Pragma("data_alignment = 4") + #define MEM_ALIGNED_8 _Pragma("data_alignment = 8") + #define MEM_ALIGNED_16 _Pragma("data_alignment = 16") +#elif defined(__CC_ARM) + #define MEM_ALIGNED(x) __attribute__((aligned (x))) +#elif defined(__GNUC__) + #define MEM_ALIGNED(x) __attribute__((aligned(x))) +#else + #define MEM_ALIGNED(x) +#endif + +/* ----------------------------------------------------------------------------- + * HEAP monitor functions + * ----------------------------------------------------------------------------- + */ + +#define _IO_MALLOC_TRACK_MODE 0 /* allows to track the allocated/released @/s */ +#define _IO_MALLOC_TRACK_DEPTH_SIZE (16) + +struct io_malloc { + uint32_t cfg; /* configuration and state */ + uint32_t alloc; /* accumulated size of allocated memory */ + uint32_t free; /* accumulated size of freed memory */ + uint32_t alloc_req; /* number of requested alloc */ + uint32_t free_req; /* number of requested free */ + uint32_t max; /* maximum allocated memory */ + uint32_t used; /* current allocated memory */ +#if _IO_MALLOC_TRACK_MODE == 1 + void* a_ptr[_IO_MALLOC_TRACK_DEPTH_SIZE]; + size_t a_s[_IO_MALLOC_TRACK_DEPTH_SIZE]; + int a_idx; + void *f_ptr[_IO_MALLOC_TRACK_DEPTH_SIZE]; + size_t f_s[_IO_MALLOC_TRACK_DEPTH_SIZE]; + int f_idx; +#endif +}; + +extern struct io_malloc io_malloc; + + +#if defined(__GNUC__) && !defined(__ARMCC_VERSION) +#define MON_ALLOC_RESET()\ + memset(&io_malloc, 0, sizeof(struct io_malloc));\ + /* force a call of wrap functions */\ + free(malloc(10)) +#else +#define MON_ALLOC_RESET() +#endif + +#if defined(_APP_HEAP_MONITOR_) && _APP_HEAP_MONITOR_ == 1 + +#define MON_ALLOC_ENABLE() io_malloc.cfg |= 1UL + +#define MON_ALLOC_DISABLE() io_malloc.cfg &= ~1UL + +#define MON_ALLOC_REPORT() \ + printf(" used heap : %ld:%ld %ld:%ld (req:allocated,req:released) max=%ld cur=%ld (cfg=%ld)\r\n", \ + io_malloc.alloc_req, io_malloc.alloc, \ + io_malloc.free_req, io_malloc.free, \ + io_malloc.max, io_malloc.used, \ + (io_malloc.cfg & (3 << 1)) >> 1) + +#define MON_ALLOC_MAX_USED() (int)io_malloc.max +#define MON_ALLOC_USED() (int)io_malloc.used + +#else + +#define MON_ALLOC_ENABLE() +#define MON_ALLOC_DISABLE() + +#define MON_ALLOC_REPORT() \ + printf(" used heap : DISABLED or NOT YET SUPPORTED\r\n") + +#define MON_ALLOC_MAX_USED() (-1) +#define MON_ALLOC_USED() (-1) + +#endif + + +/* ----------------------------------------------------------------------------- + * STACK monitor functions + * ----------------------------------------------------------------------------- + */ + +struct io_stack { + uint32_t ctrl; + bool stack_mon; + int32_t susage; + + uint32_t ustack_size; /* used stack before test */ + uint32_t estack; /* end of stack @ */ + uint32_t mstack_size; /* minimal master stack size */ + uint32_t cstack; /* current stack @ */ + uint32_t bstack; /* base stack @ */ +}; + +extern struct io_stack io_stack; + +void stackMonInit(uint32_t ctrl, uint32_t cstack, uint32_t msize); + +#if defined(_APP_STACK_MONITOR_) && _APP_STACK_MONITOR_ == 1 + +#define MON_STACK_INIT(msize) stackMonInit(__get_CONTROL(), __get_MSP(), msize) + +#define MON_STACK_MARK()\ + if (io_stack.stack_mon) {\ + uint32_t *pw = (uint32_t*)((io_stack.bstack + 3) & (~3));\ + while ((uint32_t)pw < io_stack.cstack) {\ + *pw = 0xDEDEDEDE;\ + pw++;\ + }\ + } + +#define MON_STACK_CHECK0()\ + if (__get_MSP() != io_stack.cstack) {\ + printf("E: !current stack address is not coherent 0x%08lx instead 0x%08lx\r\n",\ + __get_MSP(), io_stack.cstack);\ + } + +#define MON_STACK_EVALUATE()\ + /* Calculating the used stack */\ + io_stack.susage = 0UL;\ + if (io_stack.stack_mon) {\ + uint32_t rstack = io_stack.mstack_size - io_stack.ustack_size;\ + uint32_t *pr = (uint32_t*)((io_stack.bstack + 3) & (~3));\ + bool overflow = false;\ + \ + /* check potential stack overflow with 8 last words*/\ + for (int i = 0; i < 8; i++) {\ + if (*pr != 0xDEDEDEDE)\ + overflow = true;\ + pr++;\ + }\ + if (!overflow) {\ + io_stack.susage = 8*4;\ + while ((*pr == 0xDEDEDEDE) && ((uint32_t)pr < io_stack.cstack)) { pr++; io_stack.susage += 4; }\ + io_stack.susage = rstack - io_stack.susage;\ + } else {\ + io_stack.susage = -1;\ + printf("E: !stack overflow detected > %ld\r\n", rstack);\ + printf("note: MIN_STACK_SIZE value/definition should be verified (app_x-cube-ai.h & linker file)");\ + }\ + } + +#define MON_STACK_REPORT()\ + if (io_stack.stack_mon)\ + printf(" used stack : %ld bytes\r\n", io_stack.susage);\ + else\ + printf(" used stack : NOT CALCULATED\r\n") + +#define MON_STACK_STATE(msg)\ + printf("D: %s (0x%08lx-0x%08lx %ld/%ld ctrl=0x%08lx\r\n",msg,\ + io_stack.estack, io_stack.cstack, io_stack.ustack_size, io_stack.mstack_size, io_stack.ctrl) + +#else + +//#define MON_STACK_INIT() +#define MON_STACK_INIT(msize) +#define MON_STACK_MARK() +#define MON_STACK_CHECK0() +#define MON_STACK_EVALUATE() + +#define MON_STACK_REPORT()\ + printf(" used stack : DISABLED\r\n"); + +#define MON_STACK_STATE(msg); + +#endif + + +/* ----------------------------------------------------------------------------- + * Timer/clock count services + * ----------------------------------------------------------------------------- + */ + +struct dwtTime { + uint32_t fcpu; + int s; + int ms; + int us; +}; + +void dwtIpInit(void); + +__STATIC_INLINE void dwtReset(void) { + DWT->CYCCNT = 0; /* Clear DWT cycle counter */ +} + +__STATIC_INLINE uint32_t dwtGetCycles(void) { + return DWT->CYCCNT; +} + +uint32_t systemCoreClock(void); +int dwtCyclesToTime(uint64_t clks, struct dwtTime *t); +float dwtCyclesToFloatMs(uint64_t clks); + +struct cyclesCount { + uint32_t dwt_max; + uint32_t dwt_start; + uint32_t tick_start; +}; + +extern struct cyclesCount cyclesCount; + +__STATIC_INLINE void cyclesCounterInit(void) +{ + struct dwtTime t; + dwtCyclesToTime(UINT32_MAX, &t); + cyclesCount.dwt_max = t.s * 1000 + t.ms; + dwtIpInit(); +} + +__STATIC_INLINE void cyclesCounterStart(void) +{ + cyclesCount.tick_start = HAL_GetTick(); + dwtReset(); + cyclesCount.dwt_start = dwtGetCycles(); +} + +__STATIC_INLINE uint64_t cyclesCounterEnd(void) +{ +#if _APP_FIX_CLK_OVERFLOW == 1 + struct dwtTime t; +uint64_t dwt_e; +uint64_t tick_e; +dwt_e = dwtGetCycles() - cyclesCount.dwt_start; +tick_e = HAL_GetTick() - cyclesCount.tick_start; +dwtCyclesToTime(dwt_e, &t); +if (tick_e > cyclesCount.dwt_max) { + /* overflow detected */ + dwt_e = ((tick_e/cyclesCount.dwt_max) * (uint64_t)UINT32_MAX + (uint64_t)dwt_e); +} +return dwt_e; +#else +return (uint64_t)(dwtGetCycles() - cyclesCount.dwt_start); +#endif +} + +/* ----------------------------------------------------------------------------- + * IO functions + * ----------------------------------------------------------------------------- + */ + +int ioRawGetUint8(uint8_t *c, uint32_t timeout); + +void ioRawDisableLLWrite(void); +bool ioRawWriteBuffer(uint8_t *buff, int count); +bool ioRawReadBuffer(uint8_t *buff, int count); + +/* ----------------------------------------------------------------------------- + * System services + * ----------------------------------------------------------------------------- + */ + +__STATIC_INLINE uint32_t disableInts(void) +{ + uint32_t state; + + state = __get_PRIMASK(); + __disable_irq(); + + return state; +} + +__STATIC_INLINE void restoreInts(uint32_t state) +{ + __set_PRIMASK(state); +} + +void systemSettingLog(void); +uint32_t getFlashCacheConf(void); + +#ifdef __cplusplus +} +#endif + +#endif /* __AI_TEST_UTILITY_H__ */ diff --git a/apps/stm32/h747idisco/Inc/RTE_Components.h b/apps/stm32/h747idisco/Inc/RTE_Components.h new file mode 100644 index 000000000000..841f3f9bb5d8 --- /dev/null +++ b/apps/stm32/h747idisco/Inc/RTE_Components.h @@ -0,0 +1,30 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file + * \brief + */ + +#ifndef __RTE_COMPONENTS_H__ +#define __RTE_COMPONENTS_H__ + +#define AI_SYSTEM_PERFORMANCE + +#endif /* __RTE_COMPONENTS_H__ */ diff --git a/apps/stm32/h747idisco/Inc/SystemPerformance/aiSystemPerformance.h b/apps/stm32/h747idisco/Inc/SystemPerformance/aiSystemPerformance.h new file mode 100644 index 000000000000..7f56f760e325 --- /dev/null +++ b/apps/stm32/h747idisco/Inc/SystemPerformance/aiSystemPerformance.h @@ -0,0 +1,42 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file aiSystemPerformance.h + * \brief Entry points for AI system performance application + */ + +#ifndef __AI_SYSTEM_PERFORMANCE_H__ +#define __AI_SYSTEM_PERFORMANCE_H__ + +#include + +#ifdef __cplusplus +extern "C" { +#endif + +int aiSystemPerformanceInit(void); +int aiSystemPerformanceProcess(void); +void aiSystemPerformanceDeInit(void); + +#ifdef __cplusplus +} +#endif + +#endif /* __AI_SYSTEM_PERFORMANCE_H__ */ diff --git a/apps/stm32/h747idisco/Inc/Validation/aiPbIO.h b/apps/stm32/h747idisco/Inc/Validation/aiPbIO.h new file mode 100644 index 000000000000..13b33ef418c5 --- /dev/null +++ b/apps/stm32/h747idisco/Inc/Validation/aiPbIO.h @@ -0,0 +1,39 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file aiPbIO.h + * \brief Low Level nano PB stack functions + */ + +#ifndef _AI_PB_IO_H_ +#define _AI_PB_IO_H_ + +#include + +int pb_io_stream_init(void); + +void pb_io_flush_ostream(void); +void pb_io_flush_istream(void); + +pb_ostream_t pb_io_ostream(int fd); +pb_istream_t pb_io_istream(int fd); + +#endif /* _AI_PB_IO_H_ */ + diff --git a/apps/stm32/h747idisco/Inc/Validation/aiPbMgr.h b/apps/stm32/h747idisco/Inc/Validation/aiPbMgr.h new file mode 100644 index 000000000000..b3a7cb65a131 --- /dev/null +++ b/apps/stm32/h747idisco/Inc/Validation/aiPbMgr.h @@ -0,0 +1,132 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file aiPbMgr.h + * \brief Helper function for AI ProtoBuffer support + */ + +#ifndef _AI_PB_MGR_H_ +#define _AI_PB_MGR_H_ + +#include "ai_platform.h" + +#include "pb.h" +#include "stm32msg.pb.h" + +#ifndef AI_PB_TEST +#define AI_PB_TEST 0 +#endif + +/* AI_PB_FULL_IO - force the upload of the ai_buffer with AI_BUFFER_FMT_FLAG_IS_IO flag + * (see aiPbMgrSendAiBuffer3() function) */ +#ifndef AI_PB_FULL_IO +#define AI_PB_FULL_IO 0 +#endif + +#ifdef __cplusplus +extern "C" { +#endif + + +/* --------------------------- */ + +#if TF_LITE_STATIC_MEMORY /* C-define used to build the TFLM 2.3 files */ +#if !defined(NO_X_CUBE_AI_RUNTIME) +#define NO_X_CUBE_AI_RUNTIME 1 +#endif +#endif + +#if defined(NO_X_CUBE_AI_RUNTIME) && NO_X_CUBE_AI_RUNTIME == 1 + +/* Special definition */ +struct ai_buffer_extra { + float scale; + int zero_point; +}; + +struct ai_buffer_ext { + ai_buffer buffer; + struct ai_buffer_extra extra; +}; +#endif + +/* --------------------------- */ + +typedef struct _aiPbCmdFunc { + EnumCmd cmd; + void (*process)(const reqMsg *req, respMsg *resp, void *param); + void *param; +} aiPbCmdFunc; + +void aiPbMgrInit(const aiPbCmdFunc *funcs); + +int aiPbMgrWaitAndProcess(void); + +/* --------------------------- */ + +void aiPbMgrSendAck(const reqMsg *req, respMsg *resp, + EnumState state, uint32_t param, EnumError error); + +void aiPbMgrSendResp(const reqMsg *req, respMsg *resp, EnumState state); + +bool aiPbMgrReceiveAiBuffer3(const reqMsg *req, respMsg *resp, + EnumState state, ai_buffer *buffer); + +#define PB_BUFFER_TYPE_SEND_WITHOUT_DATA ((uint32_t)(1U << 31)) + +bool aiPbMgrSendAiBuffer4(const reqMsg *req, respMsg *resp, EnumState state, + uint32_t type, uint32_t id, ai_float dur_ms, const ai_buffer *buffer, + ai_float scale, ai_i32 zero_point); + +bool aiPbMgrSendLog(const reqMsg *req, respMsg *resp, + EnumState state, uint32_t lvl, const char *str); + +void aiPbMgrSendNNInfo(const reqMsg *req, respMsg *resp, + EnumState state, const ai_network_report *nn); + +bool aiPbMgrWaitAck(void); + +/* --------------------------- */ + +uint32_t aiPbAiBufferSize(const ai_buffer *buffer); +void aiPbStrCopy(const char *src, char *dst, uint32_t max); +uint32_t aiPbVersionToUint32(const ai_platform_version *ver); + +/* --------------------------- */ + +void aiPbCmdSync(const reqMsg *req, respMsg *resp, void *param); +#define AI_PB_CMD_SYNC(par) { EnumCmd_CMD_SYNC, &aiPbCmdSync, (par) } + +void aiPbCmdSysInfo(const reqMsg *req, respMsg *resp, void *param); +#define AI_PB_CMD_SYS_INFO(par) { EnumCmd_CMD_SYS_INFO, &aiPbCmdSysInfo, (par) } + +#define AI_PB_CMD_END { (EnumCmd)0, NULL, NULL } + +#if defined(AI_PB_TEST) && (AI_PB_TEST == 1) +void aiPbTestCmd(const reqMsg *req, respMsg *resp, void *param); +#define AI_PB_CMD_TEST(par) { EnumCmd_CMD_TEST, &aiPbTestCmd, (par) } +#endif + + +#ifdef __cplusplus +} /* extern "C" */ +#endif + +#endif /* _AI_PB_MGR_H_ */ diff --git a/apps/stm32/h747idisco/Inc/Validation/aiValidation.h b/apps/stm32/h747idisco/Inc/Validation/aiValidation.h new file mode 100644 index 000000000000..4d05a96187bd --- /dev/null +++ b/apps/stm32/h747idisco/Inc/Validation/aiValidation.h @@ -0,0 +1,42 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file aiValidation.h + * \brief AI Validation application + */ + +#ifndef __AI_VALIDATION_H__ +#define __AI_VALIDATION_H__ + +#include + +#ifdef __cplusplus +extern "C" { +#endif + +int aiValidationInit(void); +int aiValidationProcess(void); +void aiValidationDeInit(void); + +#ifdef __cplusplus +} +#endif + +#endif /* __AI_VALIDATION_H__ */ diff --git a/apps/stm32/h747idisco/Inc/Validation/pb.h b/apps/stm32/h747idisco/Inc/Validation/pb.h new file mode 100644 index 000000000000..28225260dcce --- /dev/null +++ b/apps/stm32/h747idisco/Inc/Validation/pb.h @@ -0,0 +1,615 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file pb.h + * \brief Common parts of the nanopb library. Most of these are + * quite low-level stuff. For the high-level interface, + * see pb_encode.h and pb_decode.h. + */ + +#ifndef PB_H_INCLUDED +#define PB_H_INCLUDED + +/***************************************************************** + * Nanopb compilation time options. You can change these here by * + * uncommenting the lines, or on the compiler command line. * + *****************************************************************/ + +/* Enable support for dynamically allocated fields */ +/* #define PB_ENABLE_MALLOC 1 */ + +/* Define this if your CPU / compiler combination does not support + * unaligned memory access to packed structures. */ +/* #define PB_NO_PACKED_STRUCTS 1 */ + +/* Increase the number of required fields that are tracked. + * A compiler warning will tell if you need this. */ +/* #define PB_MAX_REQUIRED_FIELDS 256 */ + +/* Add support for tag numbers > 255 and fields larger than 255 bytes. */ +#define PB_FIELD_16BIT 1 + +/* Add support for tag numbers > 65536 and fields larger than 65536 bytes. */ +/* #define PB_FIELD_32BIT 1 */ + +/* Disable support for error messages in order to save some code space. */ +/* #define PB_NO_ERRMSG 1 */ + +/* Disable support for custom streams (support only memory buffers). */ +/* #define PB_BUFFER_ONLY 1 */ + +/* Switch back to the old-style callback function signature. + * This was the default until nanopb-0.2.1. */ +/* #define PB_OLD_CALLBACK_STYLE */ + + +/****************************************************************** + * You usually don't need to change anything below this line. * + * Feel free to look around and use the defined macros, though. * + ******************************************************************/ + + +/* Version of the nanopb library. Just in case you want to check it in + * your own program. */ +#define NANOPB_VERSION nanopb-0.3.9.1 + +/* Include all the system headers needed by nanopb. You will need the + * definitions of the following: + * - strlen, memcpy, memset functions + * - [u]int_least8_t, uint_fast8_t, [u]int_least16_t, [u]int32_t, [u]int64_t + * - size_t + * - bool + * + * If you don't have the standard header files, you can instead provide + * a custom header that defines or includes all this. In that case, + * define PB_SYSTEM_HEADER to the path of this file. + */ +#ifdef PB_SYSTEM_HEADER +#include PB_SYSTEM_HEADER +#else +#include +#include +#include +#include + +#ifdef PB_ENABLE_MALLOC +#include +#endif +#endif + +/* Macro for defining packed structures (compiler dependent). + * This just reduces memory requirements, but is not required. + */ +#if defined(PB_NO_PACKED_STRUCTS) + /* Disable struct packing */ +# define PB_PACKED_STRUCT_START +# define PB_PACKED_STRUCT_END +# define pb_packed +#elif defined(__GNUC__) || defined(__clang__) + /* For GCC and clang */ +# define PB_PACKED_STRUCT_START +# define PB_PACKED_STRUCT_END +# define pb_packed __attribute__((packed)) +#elif defined(__ICCARM__) || defined(__CC_ARM) + /* For IAR ARM and Keil MDK-ARM compilers */ +# define PB_PACKED_STRUCT_START _Pragma("pack(push, 1)") +# define PB_PACKED_STRUCT_END _Pragma("pack(pop)") +# define pb_packed +#elif defined(_MSC_VER) && (_MSC_VER >= 1500) + /* For Microsoft Visual C++ */ +# define PB_PACKED_STRUCT_START __pragma(pack(push, 1)) +# define PB_PACKED_STRUCT_END __pragma(pack(pop)) +# define pb_packed +#else + /* Unknown compiler */ +# define PB_PACKED_STRUCT_START +# define PB_PACKED_STRUCT_END +# define pb_packed +#endif + +/* Handly macro for suppressing unreferenced-parameter compiler warnings. */ +#ifndef PB_UNUSED +#define PB_UNUSED(x) (void)(x) +#endif + +/* Compile-time assertion, used for checking compatible compilation options. + * If this does not work properly on your compiler, use + * #define PB_NO_STATIC_ASSERT to disable it. + * + * But before doing that, check carefully the error message / place where it + * comes from to see if the error has a real cause. Unfortunately the error + * message is not always very clear to read, but you can see the reason better + * in the place where the PB_STATIC_ASSERT macro was called. + */ +#ifndef PB_NO_STATIC_ASSERT +#ifndef PB_STATIC_ASSERT +#define PB_STATIC_ASSERT(COND,MSG) typedef char PB_STATIC_ASSERT_MSG(MSG, __LINE__, __COUNTER__)[(COND)?1:-1]; +#define PB_STATIC_ASSERT_MSG(MSG, LINE, COUNTER) PB_STATIC_ASSERT_MSG_(MSG, LINE, COUNTER) +#define PB_STATIC_ASSERT_MSG_(MSG, LINE, COUNTER) pb_static_assertion_##MSG##LINE##COUNTER +#endif +#else +#define PB_STATIC_ASSERT(COND,MSG) +#endif + +/* Number of required fields to keep track of. */ +#ifndef PB_MAX_REQUIRED_FIELDS +#define PB_MAX_REQUIRED_FIELDS 64 +#endif + +#if PB_MAX_REQUIRED_FIELDS < 64 +#error You should not lower PB_MAX_REQUIRED_FIELDS from the default value (64). +#endif + +/* List of possible field types. These are used in the autogenerated code. + * Least-significant 4 bits tell the scalar type + * Most-significant 4 bits specify repeated/required/packed etc. + */ + +typedef uint_least8_t pb_type_t; + +/**** Field data types ****/ + +/* Numeric types */ +#define PB_LTYPE_VARINT 0x00 /* int32, int64, enum, bool */ +#define PB_LTYPE_UVARINT 0x01 /* uint32, uint64 */ +#define PB_LTYPE_SVARINT 0x02 /* sint32, sint64 */ +#define PB_LTYPE_FIXED32 0x03 /* fixed32, sfixed32, float */ +#define PB_LTYPE_FIXED64 0x04 /* fixed64, sfixed64, double */ + +/* Marker for last packable field type. */ +#define PB_LTYPE_LAST_PACKABLE 0x04 + +/* Byte array with pre-allocated buffer. + * data_size is the length of the allocated PB_BYTES_ARRAY structure. */ +#define PB_LTYPE_BYTES 0x05 + +/* String with pre-allocated buffer. + * data_size is the maximum length. */ +#define PB_LTYPE_STRING 0x06 + +/* Submessage + * submsg_fields is pointer to field descriptions */ +#define PB_LTYPE_SUBMESSAGE 0x07 + +/* Extension pseudo-field + * The field contains a pointer to pb_extension_t */ +#define PB_LTYPE_EXTENSION 0x08 + +/* Byte array with inline, pre-allocated byffer. + * data_size is the length of the inline, allocated buffer. + * This differs from PB_LTYPE_BYTES by defining the element as + * pb_byte_t[data_size] rather than pb_bytes_array_t. */ +#define PB_LTYPE_FIXED_LENGTH_BYTES 0x09 + +/* Number of declared LTYPES */ +#define PB_LTYPES_COUNT 0x0A +#define PB_LTYPE_MASK 0x0F + +/**** Field repetition rules ****/ + +#define PB_HTYPE_REQUIRED 0x00 +#define PB_HTYPE_OPTIONAL 0x10 +#define PB_HTYPE_REPEATED 0x20 +#define PB_HTYPE_ONEOF 0x30 +#define PB_HTYPE_MASK 0x30 + +/**** Field allocation types ****/ + +#define PB_ATYPE_STATIC 0x00 +#define PB_ATYPE_POINTER 0x80 +#define PB_ATYPE_CALLBACK 0x40 +#define PB_ATYPE_MASK 0xC0 + +#define PB_ATYPE(x) ((x) & PB_ATYPE_MASK) +#define PB_HTYPE(x) ((x) & PB_HTYPE_MASK) +#define PB_LTYPE(x) ((x) & PB_LTYPE_MASK) + +/* Data type used for storing sizes of struct fields + * and array counts. + */ +#if defined(PB_FIELD_32BIT) + typedef uint32_t pb_size_t; + typedef int32_t pb_ssize_t; +#elif defined(PB_FIELD_16BIT) + typedef uint_least16_t pb_size_t; + typedef int_least16_t pb_ssize_t; +#else + typedef uint_least8_t pb_size_t; + typedef int_least8_t pb_ssize_t; +#endif +#define PB_SIZE_MAX ((pb_size_t)-1) + +/* Data type for storing encoded data and other byte streams. + * This typedef exists to support platforms where uint8_t does not exist. + * You can regard it as equivalent on uint8_t on other platforms. + */ +typedef uint_least8_t pb_byte_t; + +/* This structure is used in auto-generated constants + * to specify struct fields. + * You can change field sizes if you need structures + * larger than 256 bytes or field tags larger than 256. + * The compiler should complain if your .proto has such + * structures. Fix that by defining PB_FIELD_16BIT or + * PB_FIELD_32BIT. + */ +PB_PACKED_STRUCT_START +typedef struct pb_field_s pb_field_t; +struct pb_field_s { + pb_size_t tag; + pb_type_t type; + pb_size_t data_offset; /* Offset of field data, relative to previous field. */ + pb_ssize_t size_offset; /* Offset of array size or has-boolean, relative to data */ + pb_size_t data_size; /* Data size in bytes for a single item */ + pb_size_t array_size; /* Maximum number of entries in array */ + + /* Field definitions for submessage + * OR default value for all other non-array, non-callback types + * If null, then field will zeroed. */ + const void *ptr; +} pb_packed; +PB_PACKED_STRUCT_END + +/* Make sure that the standard integer types are of the expected sizes. + * Otherwise fixed32/fixed64 fields can break. + * + * If you get errors here, it probably means that your stdint.h is not + * correct for your platform. + */ +#ifndef PB_WITHOUT_64BIT +PB_STATIC_ASSERT(sizeof(int64_t) == 2 * sizeof(int32_t), INT64_T_WRONG_SIZE) +PB_STATIC_ASSERT(sizeof(uint64_t) == 2 * sizeof(uint32_t), UINT64_T_WRONG_SIZE) +#endif + +/* This structure is used for 'bytes' arrays. + * It has the number of bytes in the beginning, and after that an array. + * Note that actual structs used will have a different length of bytes array. + */ +#define PB_BYTES_ARRAY_T(n) struct { pb_size_t size; pb_byte_t bytes[n]; } +#define PB_BYTES_ARRAY_T_ALLOCSIZE(n) ((size_t)n + offsetof(pb_bytes_array_t, bytes)) + +struct pb_bytes_array_s { + pb_size_t size; + pb_byte_t bytes[1]; +}; +typedef struct pb_bytes_array_s pb_bytes_array_t; + +/* This structure is used for giving the callback function. + * It is stored in the message structure and filled in by the method that + * calls pb_decode. + * + * The decoding callback will be given a limited-length stream + * If the wire type was string, the length is the length of the string. + * If the wire type was a varint/fixed32/fixed64, the length is the length + * of the actual value. + * The function may be called multiple times (especially for repeated types, + * but also otherwise if the message happens to contain the field multiple + * times.) + * + * The encoding callback will receive the actual output stream. + * It should write all the data in one call, including the field tag and + * wire type. It can write multiple fields. + * + * The callback can be null if you want to skip a field. + */ +typedef struct pb_istream_s pb_istream_t; +typedef struct pb_ostream_s pb_ostream_t; +typedef struct pb_callback_s pb_callback_t; +struct pb_callback_s { +#ifdef PB_OLD_CALLBACK_STYLE + /* Deprecated since nanopb-0.2.1 */ + union { + bool (*decode)(pb_istream_t *stream, const pb_field_t *field, void *arg); + bool (*encode)(pb_ostream_t *stream, const pb_field_t *field, const void *arg); + } funcs; +#else + /* New function signature, which allows modifying arg contents in callback. */ + union { + bool (*decode)(pb_istream_t *stream, const pb_field_t *field, void **arg); + bool (*encode)(pb_ostream_t *stream, const pb_field_t *field, void * const *arg); + } funcs; +#endif + + /* Free arg for use by callback */ + void *arg; +}; + +/* Wire types. Library user needs these only in encoder callbacks. */ +typedef enum { + PB_WT_VARINT = 0, + PB_WT_64BIT = 1, + PB_WT_STRING = 2, + PB_WT_32BIT = 5 +} pb_wire_type_t; + +/* Structure for defining the handling of unknown/extension fields. + * Usually the pb_extension_type_t structure is automatically generated, + * while the pb_extension_t structure is created by the user. However, + * if you want to catch all unknown fields, you can also create a custom + * pb_extension_type_t with your own callback. + */ +typedef struct pb_extension_type_s pb_extension_type_t; +typedef struct pb_extension_s pb_extension_t; +struct pb_extension_type_s { + /* Called for each unknown field in the message. + * If you handle the field, read off all of its data and return true. + * If you do not handle the field, do not read anything and return true. + * If you run into an error, return false. + * Set to NULL for default handler. + */ + bool (*decode)(pb_istream_t *stream, pb_extension_t *extension, + uint32_t tag, pb_wire_type_t wire_type); + + /* Called once after all regular fields have been encoded. + * If you have something to write, do so and return true. + * If you do not have anything to write, just return true. + * If you run into an error, return false. + * Set to NULL for default handler. + */ + bool (*encode)(pb_ostream_t *stream, const pb_extension_t *extension); + + /* Free field for use by the callback. */ + const void *arg; +}; + +struct pb_extension_s { + /* Type describing the extension field. Usually you'll initialize + * this to a pointer to the automatically generated structure. */ + const pb_extension_type_t *type; + + /* Destination for the decoded data. This must match the datatype + * of the extension field. */ + void *dest; + + /* Pointer to the next extension handler, or NULL. + * If this extension does not match a field, the next handler is + * automatically called. */ + pb_extension_t *next; + + /* The decoder sets this to true if the extension was found. + * Ignored for encoding. */ + bool found; +}; + +/* Memory allocation functions to use. You can define pb_realloc and + * pb_free to custom functions if you want. */ +#ifdef PB_ENABLE_MALLOC +# ifndef pb_realloc +# define pb_realloc(ptr, size) realloc(ptr, size) +# endif +# ifndef pb_free +# define pb_free(ptr) free(ptr) +# endif +#endif + +/* This is used to inform about need to regenerate .pb.h/.pb.c files. */ +#define PB_PROTO_HEADER_VERSION 30 + +/* These macros are used to declare pb_field_t's in the constant array. */ +/* Size of a structure member, in bytes. */ +#define pb_membersize(st, m) (sizeof ((st*)0)->m) +/* Number of entries in an array. */ +#define pb_arraysize(st, m) (pb_membersize(st, m) / pb_membersize(st, m[0])) +/* Delta from start of one member to the start of another member. */ +#define pb_delta(st, m1, m2) ((int)offsetof(st, m1) - (int)offsetof(st, m2)) +/* Marks the end of the field list */ +#define PB_LAST_FIELD {0,(pb_type_t) 0,0,0,0,0,0} + +/* Macros for filling in the data_offset field */ +/* data_offset for first field in a message */ +#define PB_DATAOFFSET_FIRST(st, m1, m2) (offsetof(st, m1)) +/* data_offset for subsequent fields */ +#define PB_DATAOFFSET_OTHER(st, m1, m2) (offsetof(st, m1) - offsetof(st, m2) - pb_membersize(st, m2)) +/* data offset for subsequent fields inside an union (oneof) */ +#define PB_DATAOFFSET_UNION(st, m1, m2) (PB_SIZE_MAX) +/* Choose first/other based on m1 == m2 (deprecated, remains for backwards compatibility) */ +#define PB_DATAOFFSET_CHOOSE(st, m1, m2) (int)(offsetof(st, m1) == offsetof(st, m2) \ + ? PB_DATAOFFSET_FIRST(st, m1, m2) \ + : PB_DATAOFFSET_OTHER(st, m1, m2)) + +/* Required fields are the simplest. They just have delta (padding) from + * previous field end, and the size of the field. Pointer is used for + * submessages and default values. + */ +#define PB_REQUIRED_STATIC(tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_STATIC | PB_HTYPE_REQUIRED | ltype, \ + fd, 0, pb_membersize(st, m), 0, ptr} + +/* Optional fields add the delta to the has_ variable. */ +#define PB_OPTIONAL_STATIC(tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_STATIC | PB_HTYPE_OPTIONAL | ltype, \ + fd, \ + pb_delta(st, has_ ## m, m), \ + pb_membersize(st, m), 0, ptr} + +#define PB_SINGULAR_STATIC(tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_STATIC | PB_HTYPE_OPTIONAL | ltype, \ + fd, 0, pb_membersize(st, m), 0, ptr} + +/* Repeated fields have a _count field and also the maximum number of entries. */ +#define PB_REPEATED_STATIC(tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_STATIC | PB_HTYPE_REPEATED | ltype, \ + fd, \ + pb_delta(st, m ## _count, m), \ + pb_membersize(st, m[0]), \ + pb_arraysize(st, m), ptr} + +/* Allocated fields carry the size of the actual data, not the pointer */ +#define PB_REQUIRED_POINTER(tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_POINTER | PB_HTYPE_REQUIRED | ltype, \ + fd, 0, pb_membersize(st, m[0]), 0, ptr} + +/* Optional fields don't need a has_ variable, as information would be redundant */ +#define PB_OPTIONAL_POINTER(tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_POINTER | PB_HTYPE_OPTIONAL | ltype, \ + fd, 0, pb_membersize(st, m[0]), 0, ptr} + +/* Same as optional fields*/ +#define PB_SINGULAR_POINTER(tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_POINTER | PB_HTYPE_OPTIONAL | ltype, \ + fd, 0, pb_membersize(st, m[0]), 0, ptr} + +/* Repeated fields have a _count field and a pointer to array of pointers */ +#define PB_REPEATED_POINTER(tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_POINTER | PB_HTYPE_REPEATED | ltype, \ + fd, pb_delta(st, m ## _count, m), \ + pb_membersize(st, m[0]), 0, ptr} + +/* Callbacks are much like required fields except with special datatype. */ +#define PB_REQUIRED_CALLBACK(tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_CALLBACK | PB_HTYPE_REQUIRED | ltype, \ + fd, 0, pb_membersize(st, m), 0, ptr} + +#define PB_OPTIONAL_CALLBACK(tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_CALLBACK | PB_HTYPE_OPTIONAL | ltype, \ + fd, 0, pb_membersize(st, m), 0, ptr} + +#define PB_SINGULAR_CALLBACK(tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_CALLBACK | PB_HTYPE_OPTIONAL | ltype, \ + fd, 0, pb_membersize(st, m), 0, ptr} + +#define PB_REPEATED_CALLBACK(tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_CALLBACK | PB_HTYPE_REPEATED | ltype, \ + fd, 0, pb_membersize(st, m), 0, ptr} + +/* Optional extensions don't have the has_ field, as that would be redundant. + * Furthermore, the combination of OPTIONAL without has_ field is used + * for indicating proto3 style fields. Extensions exist in proto2 mode only, + * so they should be encoded according to proto2 rules. To avoid the conflict, + * extensions are marked as REQUIRED instead. + */ +#define PB_OPTEXT_STATIC(tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_STATIC | PB_HTYPE_REQUIRED | ltype, \ + 0, \ + 0, \ + pb_membersize(st, m), 0, ptr} + +#define PB_OPTEXT_POINTER(tag, st, m, fd, ltype, ptr) \ + PB_OPTIONAL_POINTER(tag, st, m, fd, ltype, ptr) + +#define PB_OPTEXT_CALLBACK(tag, st, m, fd, ltype, ptr) \ + PB_OPTIONAL_CALLBACK(tag, st, m, fd, ltype, ptr) + +/* The mapping from protobuf types to LTYPEs is done using these macros. */ +#define PB_LTYPE_MAP_BOOL PB_LTYPE_VARINT +#define PB_LTYPE_MAP_BYTES PB_LTYPE_BYTES +#define PB_LTYPE_MAP_DOUBLE PB_LTYPE_FIXED64 +#define PB_LTYPE_MAP_ENUM PB_LTYPE_VARINT +#define PB_LTYPE_MAP_UENUM PB_LTYPE_UVARINT +#define PB_LTYPE_MAP_FIXED32 PB_LTYPE_FIXED32 +#define PB_LTYPE_MAP_FIXED64 PB_LTYPE_FIXED64 +#define PB_LTYPE_MAP_FLOAT PB_LTYPE_FIXED32 +#define PB_LTYPE_MAP_INT32 PB_LTYPE_VARINT +#define PB_LTYPE_MAP_INT64 PB_LTYPE_VARINT +#define PB_LTYPE_MAP_MESSAGE PB_LTYPE_SUBMESSAGE +#define PB_LTYPE_MAP_SFIXED32 PB_LTYPE_FIXED32 +#define PB_LTYPE_MAP_SFIXED64 PB_LTYPE_FIXED64 +#define PB_LTYPE_MAP_SINT32 PB_LTYPE_SVARINT +#define PB_LTYPE_MAP_SINT64 PB_LTYPE_SVARINT +#define PB_LTYPE_MAP_STRING PB_LTYPE_STRING +#define PB_LTYPE_MAP_UINT32 PB_LTYPE_UVARINT +#define PB_LTYPE_MAP_UINT64 PB_LTYPE_UVARINT +#define PB_LTYPE_MAP_EXTENSION PB_LTYPE_EXTENSION +#define PB_LTYPE_MAP_FIXED_LENGTH_BYTES PB_LTYPE_FIXED_LENGTH_BYTES + +/* This is the actual macro used in field descriptions. + * It takes these arguments: + * - Field tag number + * - Field type: BOOL, BYTES, DOUBLE, ENUM, UENUM, FIXED32, FIXED64, + * FLOAT, INT32, INT64, MESSAGE, SFIXED32, SFIXED64 + * SINT32, SINT64, STRING, UINT32, UINT64 or EXTENSION + * - Field rules: REQUIRED, OPTIONAL or REPEATED + * - Allocation: STATIC, CALLBACK or POINTER + * - Placement: FIRST or OTHER, depending on if this is the first field in structure. + * - Message name + * - Field name + * - Previous field name (or field name again for first field) + * - Pointer to default value or submsg fields. + */ + +#define PB_FIELD(tag, type, rules, allocation, placement, message, field, prevfield, ptr) \ + PB_ ## rules ## _ ## allocation(tag, message, field, \ + PB_DATAOFFSET_ ## placement(message, field, prevfield), \ + PB_LTYPE_MAP_ ## type, ptr) + +/* Field description for repeated static fixed count fields.*/ +#define PB_REPEATED_FIXED_COUNT(tag, type, placement, message, field, prevfield, ptr) \ + {tag, PB_ATYPE_STATIC | PB_HTYPE_REPEATED | PB_LTYPE_MAP_ ## type, \ + PB_DATAOFFSET_ ## placement(message, field, prevfield), \ + 0, \ + pb_membersize(message, field[0]), \ + pb_arraysize(message, field), ptr} + +/* Field description for oneof fields. This requires taking into account the + * union name also, that's why a separate set of macros is needed. + */ +#define PB_ONEOF_STATIC(u, tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_STATIC | PB_HTYPE_ONEOF | ltype, \ + fd, pb_delta(st, which_ ## u, u.m), \ + pb_membersize(st, u.m), 0, ptr} + +#define PB_ONEOF_POINTER(u, tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_POINTER | PB_HTYPE_ONEOF | ltype, \ + fd, pb_delta(st, which_ ## u, u.m), \ + pb_membersize(st, u.m[0]), 0, ptr} + +#define PB_ONEOF_FIELD(union_name, tag, type, rules, allocation, placement, message, field, prevfield, ptr) \ + PB_ONEOF_ ## allocation(union_name, tag, message, field, \ + PB_DATAOFFSET_ ## placement(message, union_name.field, prevfield), \ + PB_LTYPE_MAP_ ## type, ptr) + +#define PB_ANONYMOUS_ONEOF_STATIC(u, tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_STATIC | PB_HTYPE_ONEOF | ltype, \ + fd, pb_delta(st, which_ ## u, m), \ + pb_membersize(st, m), 0, ptr} + +#define PB_ANONYMOUS_ONEOF_POINTER(u, tag, st, m, fd, ltype, ptr) \ + {tag, PB_ATYPE_POINTER | PB_HTYPE_ONEOF | ltype, \ + fd, pb_delta(st, which_ ## u, m), \ + pb_membersize(st, m[0]), 0, ptr} + +#define PB_ANONYMOUS_ONEOF_FIELD(union_name, tag, type, rules, allocation, placement, message, field, prevfield, ptr) \ + PB_ANONYMOUS_ONEOF_ ## allocation(union_name, tag, message, field, \ + PB_DATAOFFSET_ ## placement(message, field, prevfield), \ + PB_LTYPE_MAP_ ## type, ptr) + +/* These macros are used for giving out error messages. + * They are mostly a debugging aid; the main error information + * is the true/false return value from functions. + * Some code space can be saved by disabling the error + * messages if not used. + * + * PB_SET_ERROR() sets the error message if none has been set yet. + * msg must be a constant string literal. + * PB_GET_ERROR() always returns a pointer to a string. + * PB_RETURN_ERROR() sets the error and returns false from current + * function. + */ +#ifdef PB_NO_ERRMSG +#define PB_SET_ERROR(stream, msg) PB_UNUSED(stream) +#define PB_GET_ERROR(stream) "(errmsg disabled)" +#else +#define PB_SET_ERROR(stream, msg) (stream->errmsg = (stream)->errmsg ? (stream)->errmsg : (msg)) +#define PB_GET_ERROR(stream) ((stream)->errmsg ? (stream)->errmsg : "(none)") +#endif + +#define PB_RETURN_ERROR(stream, msg) return PB_SET_ERROR(stream, msg), false + +#endif diff --git a/apps/stm32/h747idisco/Inc/Validation/pb_common.h b/apps/stm32/h747idisco/Inc/Validation/pb_common.h new file mode 100644 index 000000000000..cde52630e4c6 --- /dev/null +++ b/apps/stm32/h747idisco/Inc/Validation/pb_common.h @@ -0,0 +1,64 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file pb_common.h + * \brief Common support functions for pb_encode.c and + * pb_decode.c. These functions are rarely needed by + * applications directly. + */ + +#ifndef PB_COMMON_H_INCLUDED +#define PB_COMMON_H_INCLUDED + +#include "pb.h" + +#ifdef __cplusplus +extern "C" { +#endif + +/* Iterator for pb_field_t list */ +struct pb_field_iter_s { + const pb_field_t *start; /* Start of the pb_field_t array */ + const pb_field_t *pos; /* Current position of the iterator */ + unsigned required_field_index; /* Zero-based index that counts only the required fields */ + void *dest_struct; /* Pointer to start of the structure */ + void *pData; /* Pointer to current field value */ + void *pSize; /* Pointer to count/has field */ +}; +typedef struct pb_field_iter_s pb_field_iter_t; + +/* Initialize the field iterator structure to beginning. + * Returns false if the message type is empty. */ +bool pb_field_iter_begin(pb_field_iter_t *iter, const pb_field_t *fields, void *dest_struct); + +/* Advance the iterator to the next field. + * Returns false when the iterator wraps back to the first field. */ +bool pb_field_iter_next(pb_field_iter_t *iter); + +/* Advance the iterator until it points at a field with the given tag. + * Returns false if no such field exists. */ +bool pb_field_iter_find(pb_field_iter_t *iter, uint32_t tag); + +#ifdef __cplusplus +} /* extern "C" */ +#endif + +#endif + diff --git a/apps/stm32/h747idisco/Inc/Validation/pb_decode.h b/apps/stm32/h747idisco/Inc/Validation/pb_decode.h new file mode 100644 index 000000000000..8406a0303ed7 --- /dev/null +++ b/apps/stm32/h747idisco/Inc/Validation/pb_decode.h @@ -0,0 +1,197 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file decode.h + * \brief Functions to decode protocol buffers. Depends on + * pb_decode.c. The main function is pb_decode. You also + * need an input stream, and the field descriptions + * created by nanopb_generator.py. + */ + +#ifndef PB_DECODE_H_INCLUDED +#define PB_DECODE_H_INCLUDED + +#include "pb.h" + +#ifdef __cplusplus +extern "C" { +#endif + +/* Structure for defining custom input streams. You will need to provide + * a callback function to read the bytes from your storage, which can be + * for example a file or a network socket. + * + * The callback must conform to these rules: + * + * 1) Return false on IO errors. This will cause decoding to abort. + * 2) You can use state to store your own data (e.g. buffer pointer), + * and rely on pb_read to verify that no-body reads past bytes_left. + * 3) Your callback may be used with substreams, in which case bytes_left + * is different than from the main stream. Don't use bytes_left to compute + * any pointers. + */ +struct pb_istream_s +{ +#ifdef PB_BUFFER_ONLY + /* Callback pointer is not used in buffer-only configuration. + * Having an int pointer here allows binary compatibility but + * gives an error if someone tries to assign callback function. + */ + int *callback; +#else + bool (*callback)(pb_istream_t *stream, pb_byte_t *buf, size_t count); +#endif + + void *state; /* Free field for use by callback implementation */ + size_t bytes_left; + +#ifndef PB_NO_ERRMSG + const char *errmsg; +#endif +}; + +/*************************** + * Main decoding functions * + ***************************/ + +/* Decode a single protocol buffers message from input stream into a C structure. + * Returns true on success, false on any failure. + * The actual struct pointed to by dest must match the description in fields. + * Callback fields of the destination structure must be initialized by caller. + * All other fields will be initialized by this function. + * + * Example usage: + * MyMessage msg = {}; + * uint8_t buffer[64]; + * pb_istream_t stream; + * + * // ... read some data into buffer ... + * + * stream = pb_istream_from_buffer(buffer, count); + * pb_decode(&stream, MyMessage_fields, &msg); + */ +bool pb_decode(pb_istream_t *stream, const pb_field_t fields[], void *dest_struct); + +/* Same as pb_decode, except does not initialize the destination structure + * to default values. This is slightly faster if you need no default values + * and just do memset(struct, 0, sizeof(struct)) yourself. + * + * This can also be used for 'merging' two messages, i.e. update only the + * fields that exist in the new message. + * + * Note: If this function returns with an error, it will not release any + * dynamically allocated fields. You will need to call pb_release() yourself. + */ +bool pb_decode_noinit(pb_istream_t *stream, const pb_field_t fields[], void *dest_struct); + +/* Same as pb_decode, except expects the stream to start with the message size + * encoded as varint. Corresponds to parseDelimitedFrom() in Google's + * protobuf API. + */ +bool pb_decode_delimited(pb_istream_t *stream, const pb_field_t fields[], void *dest_struct); + +/* Same as pb_decode_delimited, except that it does not initialize the destination structure. + * See pb_decode_noinit + */ +bool pb_decode_delimited_noinit(pb_istream_t *stream, const pb_field_t fields[], void *dest_struct); + +/* Same as pb_decode, except allows the message to be terminated with a null byte. + * NOTE: Until nanopb-0.4.0, pb_decode() also allows null-termination. This behaviour + * is not supported in most other protobuf implementations, so pb_decode_delimited() + * is a better option for compatibility. + */ +bool pb_decode_nullterminated(pb_istream_t *stream, const pb_field_t fields[], void *dest_struct); + +#ifdef PB_ENABLE_MALLOC +/* Release any allocated pointer fields. If you use dynamic allocation, you should + * call this for any successfully decoded message when you are done with it. If + * pb_decode() returns with an error, the message is already released. + */ +void pb_release(const pb_field_t fields[], void *dest_struct); +#endif + + +/************************************** + * Functions for manipulating streams * + **************************************/ + +/* Create an input stream for reading from a memory buffer. + * + * Alternatively, you can use a custom stream that reads directly from e.g. + * a file or a network socket. + */ +pb_istream_t pb_istream_from_buffer(const pb_byte_t *buf, size_t bufsize); + +/* Function to read from a pb_istream_t. You can use this if you need to + * read some custom header data, or to read data in field callbacks. + */ +bool pb_read(pb_istream_t *stream, pb_byte_t *buf, size_t count); + + +/************************************************ + * Helper functions for writing field callbacks * + ************************************************/ + +/* Decode the tag for the next field in the stream. Gives the wire type and + * field tag. At end of the message, returns false and sets eof to true. */ +bool pb_decode_tag(pb_istream_t *stream, pb_wire_type_t *wire_type, uint32_t *tag, bool *eof); + +/* Skip the field payload data, given the wire type. */ +bool pb_skip_field(pb_istream_t *stream, pb_wire_type_t wire_type); + +/* Decode an integer in the varint format. This works for bool, enum, int32, + * int64, uint32 and uint64 field types. */ +#ifndef PB_WITHOUT_64BIT +bool pb_decode_varint(pb_istream_t *stream, uint64_t *dest); +#else +#define pb_decode_varint pb_decode_varint32 +#endif + +/* Decode an integer in the varint format. This works for bool, enum, int32, + * and uint32 field types. */ +bool pb_decode_varint32(pb_istream_t *stream, uint32_t *dest); + +/* Decode an integer in the zig-zagged svarint format. This works for sint32 + * and sint64. */ +#ifndef PB_WITHOUT_64BIT +bool pb_decode_svarint(pb_istream_t *stream, int64_t *dest); +#else +bool pb_decode_svarint(pb_istream_t *stream, int32_t *dest); +#endif + +/* Decode a fixed32, sfixed32 or float value. You need to pass a pointer to + * a 4-byte wide C variable. */ +bool pb_decode_fixed32(pb_istream_t *stream, void *dest); + +#ifndef PB_WITHOUT_64BIT +/* Decode a fixed64, sfixed64 or double value. You need to pass a pointer to + * a 8-byte wide C variable. */ +bool pb_decode_fixed64(pb_istream_t *stream, void *dest); +#endif + +/* Make a limited-length substream for reading a PB_WT_STRING field. */ +bool pb_make_string_substream(pb_istream_t *stream, pb_istream_t *substream); +bool pb_close_string_substream(pb_istream_t *stream, pb_istream_t *substream); + +#ifdef __cplusplus +} /* extern "C" */ +#endif + +#endif diff --git a/apps/stm32/h747idisco/Inc/Validation/pb_encode.h b/apps/stm32/h747idisco/Inc/Validation/pb_encode.h new file mode 100644 index 000000000000..5636ce82f9b8 --- /dev/null +++ b/apps/stm32/h747idisco/Inc/Validation/pb_encode.h @@ -0,0 +1,192 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file pb_encode.h + * \brief Functions to encode protocol buffers. Depends on + * pb_encode.c. The main function is pb_encode. You also + * need an output stream, and the field descriptions + * created by nanopb_generator.py. + */ + +#ifndef PB_ENCODE_H_INCLUDED +#define PB_ENCODE_H_INCLUDED + +#include "pb.h" + +#ifdef __cplusplus +extern "C" { +#endif + +/* Structure for defining custom output streams. You will need to provide + * a callback function to write the bytes to your storage, which can be + * for example a file or a network socket. + * + * The callback must conform to these rules: + * + * 1) Return false on IO errors. This will cause encoding to abort. + * 2) You can use state to store your own data (e.g. buffer pointer). + * 3) pb_write will update bytes_written after your callback runs. + * 4) Substreams will modify max_size and bytes_written. Don't use them + * to calculate any pointers. + */ +struct pb_ostream_s +{ +#ifdef PB_BUFFER_ONLY + /* Callback pointer is not used in buffer-only configuration. + * Having an int pointer here allows binary compatibility but + * gives an error if someone tries to assign callback function. + * Also, NULL pointer marks a 'sizing stream' that does not + * write anything. + */ + int *callback; +#else + bool (*callback)(pb_ostream_t *stream, const pb_byte_t *buf, size_t count); +#endif + void *state; /* Free field for use by callback implementation. */ + size_t max_size; /* Limit number of output bytes written (or use SIZE_MAX). */ + size_t bytes_written; /* Number of bytes written so far. */ + +#ifndef PB_NO_ERRMSG + const char *errmsg; +#endif +}; + +/*************************** + * Main encoding functions * + ***************************/ + +/* Encode a single protocol buffers message from C structure into a stream. + * Returns true on success, false on any failure. + * The actual struct pointed to by src_struct must match the description in fields. + * All required fields in the struct are assumed to have been filled in. + * + * Example usage: + * MyMessage msg = {}; + * uint8_t buffer[64]; + * pb_ostream_t stream; + * + * msg.field1 = 42; + * stream = pb_ostream_from_buffer(buffer, sizeof(buffer)); + * pb_encode(&stream, MyMessage_fields, &msg); + */ +bool pb_encode(pb_ostream_t *stream, const pb_field_t fields[], const void *src_struct); + +/* Same as pb_encode, but prepends the length of the message as a varint. + * Corresponds to writeDelimitedTo() in Google's protobuf API. + */ +bool pb_encode_delimited(pb_ostream_t *stream, const pb_field_t fields[], const void *src_struct); + +/* Same as pb_encode, but appends a null byte to the message for termination. + * NOTE: This behaviour is not supported in most other protobuf implementations, so pb_encode_delimited() + * is a better option for compatibility. + */ +bool pb_encode_nullterminated(pb_ostream_t *stream, const pb_field_t fields[], const void *src_struct); + +/* Encode the message to get the size of the encoded data, but do not store + * the data. */ +bool pb_get_encoded_size(size_t *size, const pb_field_t fields[], const void *src_struct); + +/************************************** + * Functions for manipulating streams * + **************************************/ + +/* Create an output stream for writing into a memory buffer. + * The number of bytes written can be found in stream.bytes_written after + * encoding the message. + * + * Alternatively, you can use a custom stream that writes directly to e.g. + * a file or a network socket. + */ +pb_ostream_t pb_ostream_from_buffer(pb_byte_t *buf, size_t bufsize); + +/* Pseudo-stream for measuring the size of a message without actually storing + * the encoded data. + * + * Example usage: + * MyMessage msg = {}; + * pb_ostream_t stream = PB_OSTREAM_SIZING; + * pb_encode(&stream, MyMessage_fields, &msg); + * printf("Message size is %d\n", stream.bytes_written); + */ +#ifndef PB_NO_ERRMSG +#define PB_OSTREAM_SIZING {0,0,0,0,0} +#else +#define PB_OSTREAM_SIZING {0,0,0,0} +#endif + +/* Function to write into a pb_ostream_t stream. You can use this if you need + * to append or prepend some custom headers to the message. + */ +bool pb_write(pb_ostream_t *stream, const pb_byte_t *buf, size_t count); + + +/************************************************ + * Helper functions for writing field callbacks * + ************************************************/ + +/* Encode field header based on type and field number defined in the field + * structure. Call this from the callback before writing out field contents. */ +bool pb_encode_tag_for_field(pb_ostream_t *stream, const pb_field_t *field); + +/* Encode field header by manually specifing wire type. You need to use this + * if you want to write out packed arrays from a callback field. */ +bool pb_encode_tag(pb_ostream_t *stream, pb_wire_type_t wiretype, uint32_t field_number); + +/* Encode an integer in the varint format. + * This works for bool, enum, int32, int64, uint32 and uint64 field types. */ +#ifndef PB_WITHOUT_64BIT +bool pb_encode_varint(pb_ostream_t *stream, uint64_t value); +#else +bool pb_encode_varint(pb_ostream_t *stream, uint32_t value); +#endif + +/* Encode an integer in the zig-zagged svarint format. + * This works for sint32 and sint64. */ +#ifndef PB_WITHOUT_64BIT +bool pb_encode_svarint(pb_ostream_t *stream, int64_t value); +#else +bool pb_encode_svarint(pb_ostream_t *stream, int32_t value); +#endif + +/* Encode a string or bytes type field. For strings, pass strlen(s) as size. */ +bool pb_encode_string(pb_ostream_t *stream, const pb_byte_t *buffer, size_t size); + +/* Encode a fixed32, sfixed32 or float value. + * You need to pass a pointer to a 4-byte wide C variable. */ +bool pb_encode_fixed32(pb_ostream_t *stream, const void *value); + +#ifndef PB_WITHOUT_64BIT +/* Encode a fixed64, sfixed64 or double value. + * You need to pass a pointer to a 8-byte wide C variable. */ +bool pb_encode_fixed64(pb_ostream_t *stream, const void *value); +#endif + +/* Encode a submessage field. + * You need to pass the pb_field_t array and pointer to struct, just like + * with pb_encode(). This internally encodes the submessage twice, first to + * calculate message size and then to actually write it out. + */ +bool pb_encode_submessage(pb_ostream_t *stream, const pb_field_t fields[], const void *src_struct); + +#ifdef __cplusplus +} /* extern "C" */ +#endif + +#endif diff --git a/apps/stm32/h747idisco/Inc/Validation/stm32msg.pb.h b/apps/stm32/h747idisco/Inc/Validation/stm32msg.pb.h new file mode 100644 index 000000000000..e5a309747821 --- /dev/null +++ b/apps/stm32/h747idisco/Inc/Validation/stm32msg.pb.h @@ -0,0 +1,371 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file stm32msg.pb.h + * \brief Automatically generated nanopb header + * Generated by nanopb-0.3.9.1 at Thu Sep 12 09:14:47 2019. + */ + +#ifndef PB_STM32MSG_PB_H_INCLUDED +#define PB_STM32MSG_PB_H_INCLUDED +#include + +/* @@protoc_insertion_point(includes) */ +#if PB_PROTO_HEADER_VERSION != 30 +#error Regenerate this file with the current version of nanopb generator. +#endif + +#ifdef __cplusplus +extern "C" { +#endif + +/* Enum definitions */ +typedef enum _EnumVersion { + EnumVersion_P_VERSION_MAJOR = 2, + EnumVersion_P_VERSION_MINOR = 1 +} EnumVersion; +#define _EnumVersion_MIN EnumVersion_P_VERSION_MAJOR +#define _EnumVersion_MAX EnumVersion_P_VERSION_MINOR +#define _EnumVersion_ARRAYSIZE ((EnumVersion)(EnumVersion_P_VERSION_MINOR+1)) + +typedef enum _EnumLowLevelIO { + EnumLowLevelIO_IO_HEADER_EOM_FLAG = 128, + EnumLowLevelIO_IO_HEADER_SIZE_MSK = 127, + EnumLowLevelIO_IO_IN_PACKET_SIZE = 32, + EnumLowLevelIO_IO_OUT_PACKET_SIZE = 32, + EnumLowLevelIO_IO_OUT_SYNC = 170 +} EnumLowLevelIO; +#define _EnumLowLevelIO_MIN EnumLowLevelIO_IO_HEADER_EOM_FLAG +#define _EnumLowLevelIO_MAX EnumLowLevelIO_IO_OUT_SYNC +#define _EnumLowLevelIO_ARRAYSIZE ((EnumLowLevelIO)(EnumLowLevelIO_IO_OUT_SYNC+1)) + +typedef enum _EnumCapability { + EnumCapability_CAP_INSPECTOR = 1, + EnumCapability_CAP_FIXED_POINT = 2, + EnumCapability_CAP_SELF_TEST = 128 +} EnumCapability; +#define _EnumCapability_MIN EnumCapability_CAP_INSPECTOR +#define _EnumCapability_MAX EnumCapability_CAP_SELF_TEST +#define _EnumCapability_ARRAYSIZE ((EnumCapability)(EnumCapability_CAP_SELF_TEST+1)) + +typedef enum _EnumCmd { + EnumCmd_CMD_SYNC = 0, + EnumCmd_CMD_SYS_INFO = 1, + EnumCmd_CMD_NETWORK_INFO = 10, + EnumCmd_CMD_NETWORK_RUN = 11, + EnumCmd_CMD_NETWORK_REPORT = 12, + EnumCmd_CMD_TEST = 100, + EnumCmd_CMD_TEST_UNSUPPORTED = 200 +} EnumCmd; +#define _EnumCmd_MIN EnumCmd_CMD_SYNC +#define _EnumCmd_MAX EnumCmd_CMD_TEST_UNSUPPORTED +#define _EnumCmd_ARRAYSIZE ((EnumCmd)(EnumCmd_CMD_TEST_UNSUPPORTED+1)) + +typedef enum _EnumState { + EnumState_S_IDLE = 0, + EnumState_S_WAITING = 1, + EnumState_S_PROCESSING = 2, + EnumState_S_DONE = 3, + EnumState_S_ERROR = 4 +} EnumState; +#define _EnumState_MIN EnumState_S_IDLE +#define _EnumState_MAX EnumState_S_ERROR +#define _EnumState_ARRAYSIZE ((EnumState)(EnumState_S_ERROR+1)) + +typedef enum _EnumError { + EnumError_E_NONE = 0, + EnumError_E_INVALID_SIZE = 1, + EnumError_E_INVALID_FORMAT = 2, + EnumError_E_INVALID_STATE = 3, + EnumError_E_INVALID_PARAM = 4, + EnumError_E_INVALID_SHAPE = 5, + EnumError_E_INVALID_CMD = 6, + EnumError_E_GENERIC = 10 +} EnumError; +#define _EnumError_MIN EnumError_E_NONE +#define _EnumError_MAX EnumError_E_GENERIC +#define _EnumError_ARRAYSIZE ((EnumError)(EnumError_E_GENERIC+1)) + +typedef enum _EnumRunParam { + EnumRunParam_P_RUN_MODE_NORMAL = 0, + EnumRunParam_P_RUN_MODE_INSPECTOR = 1, + EnumRunParam_P_RUN_MODE_INSPECTOR_WITHOUT_DATA = 2 +} EnumRunParam; +#define _EnumRunParam_MIN EnumRunParam_P_RUN_MODE_NORMAL +#define _EnumRunParam_MAX EnumRunParam_P_RUN_MODE_INSPECTOR_WITHOUT_DATA +#define _EnumRunParam_ARRAYSIZE ((EnumRunParam)(EnumRunParam_P_RUN_MODE_INSPECTOR_WITHOUT_DATA+1)) + +typedef enum _EnumLayerType { + EnumLayerType_LAYER_TYPE_OUTPUT = 0, + EnumLayerType_LAYER_TYPE_INTERNAL = 1, + EnumLayerType_LAYER_TYPE_INTERNAL_LAST = 2 +} EnumLayerType; +#define _EnumLayerType_MIN EnumLayerType_LAYER_TYPE_OUTPUT +#define _EnumLayerType_MAX EnumLayerType_LAYER_TYPE_INTERNAL_LAST +#define _EnumLayerType_ARRAYSIZE ((EnumLayerType)(EnumLayerType_LAYER_TYPE_INTERNAL_LAST+1)) + +/* Struct definitions */ +typedef struct _ackMsg { + uint32_t param; + EnumError error; +/* @@protoc_insertion_point(struct:ackMsg) */ +} ackMsg; + +typedef struct _aiBufferShapeMsg { + uint32_t format; + uint32_t n_batches; + uint32_t height; + uint32_t width; + uint32_t channels; + float scale; + int32_t zeropoint; +/* @@protoc_insertion_point(struct:aiBufferShapeMsg) */ +} aiBufferShapeMsg; + +typedef struct _aiRunReportMsg { + uint32_t id; + uint32_t signature; + uint32_t num_inferences; + uint32_t n_nodes; + float elapsed_ms; +/* @@protoc_insertion_point(struct:aiRunReportMsg) */ +} aiRunReportMsg; + +typedef struct _logMsg { + uint32_t level; + char str[128]; +/* @@protoc_insertion_point(struct:logMsg) */ +} logMsg; + +typedef struct _reqMsg { + uint32_t reqid; + EnumCmd cmd; + uint32_t param; + char name[64]; + uint32_t opt; +/* @@protoc_insertion_point(struct:reqMsg) */ +} reqMsg; + +typedef struct _syncMsg { + uint32_t version; + uint32_t capability; +/* @@protoc_insertion_point(struct:syncMsg) */ +} syncMsg; + +typedef struct _sysinfoMsg { + uint32_t devid; + uint32_t sclock; + uint32_t hclock; + uint32_t cache; +/* @@protoc_insertion_point(struct:sysinfoMsg) */ +} sysinfoMsg; + +typedef struct _aiBufferByteMsg { + aiBufferShapeMsg shape; + pb_callback_t datas; +/* @@protoc_insertion_point(struct:aiBufferByteMsg) */ +} aiBufferByteMsg; + +typedef struct _aiNetworkInfoMsg { + char model_name[64]; + char model_signature[64]; + char model_datetime[64]; + char compile_datetime[64]; + char runtime_revision[64]; + uint32_t runtime_version; + char tool_revision[64]; + uint32_t tool_version; + uint32_t tool_api_version; + uint32_t api_version; + uint32_t interface_api_version; + uint32_t n_macc; + uint32_t n_inputs; + uint32_t n_outputs; + uint32_t n_nodes; + pb_callback_t inputs; + pb_callback_t outputs; + aiBufferShapeMsg activations; + aiBufferShapeMsg weights; + uint32_t signature; +/* @@protoc_insertion_point(struct:aiNetworkInfoMsg) */ +} aiNetworkInfoMsg; + +typedef struct _nodeMsg { + uint32_t type; + uint32_t id; + float duration; + aiBufferByteMsg buffer; +/* @@protoc_insertion_point(struct:nodeMsg) */ +} nodeMsg; + +typedef struct _respMsg { + uint32_t reqid; + EnumState state; + pb_size_t which_payload; + union { + syncMsg sync; + sysinfoMsg sinfo; + ackMsg ack; + logMsg log; + nodeMsg node; + aiNetworkInfoMsg ninfo; + aiRunReportMsg report; + } payload; +/* @@protoc_insertion_point(struct:respMsg) */ +} respMsg; + +/* Default values for struct fields */ +extern const EnumCmd reqMsg_cmd_default; +extern const uint32_t aiBufferShapeMsg_format_default; +extern const uint32_t aiBufferShapeMsg_n_batches_default; +extern const uint32_t aiBufferShapeMsg_height_default; +extern const uint32_t aiBufferShapeMsg_width_default; +extern const uint32_t aiBufferShapeMsg_channels_default; +extern const float aiBufferShapeMsg_scale_default; +extern const int32_t aiBufferShapeMsg_zeropoint_default; + +/* Initializer values for message structs */ +#define reqMsg_init_default {0, EnumCmd_CMD_SYS_INFO, 0, "", 0} +#define aiRunReportMsg_init_default {0, 0, 0, 0, 0} +#define aiBufferShapeMsg_init_default {0u, 1u, 1u, 1u, 1u, 0, 0} +#define aiNetworkInfoMsg_init_default {"", "", "", "", "", 0, "", 0, 0, 0, 0, 0, 0, 0, 0, {{NULL}, NULL}, {{NULL}, NULL}, aiBufferShapeMsg_init_default, aiBufferShapeMsg_init_default, 0} +#define aiBufferByteMsg_init_default {aiBufferShapeMsg_init_default, {{NULL}, NULL}} +#define syncMsg_init_default {0, 0} +#define sysinfoMsg_init_default {0, 0, 0, 0} +#define ackMsg_init_default {0, _EnumError_MIN} +#define logMsg_init_default {0, ""} +#define nodeMsg_init_default {0, 0, 0, aiBufferByteMsg_init_default} +#define respMsg_init_default {0, _EnumState_MIN, 0, {syncMsg_init_default}} +#define reqMsg_init_zero {0, _EnumCmd_MIN, 0, "", 0} +#define aiRunReportMsg_init_zero {0, 0, 0, 0, 0} +#define aiBufferShapeMsg_init_zero {0, 0, 0, 0, 0, 0, 0} +#define aiNetworkInfoMsg_init_zero {"", "", "", "", "", 0, "", 0, 0, 0, 0, 0, 0, 0, 0, {{NULL}, NULL}, {{NULL}, NULL}, aiBufferShapeMsg_init_zero, aiBufferShapeMsg_init_zero, 0} +#define aiBufferByteMsg_init_zero {aiBufferShapeMsg_init_zero, {{NULL}, NULL}} +#define syncMsg_init_zero {0, 0} +#define sysinfoMsg_init_zero {0, 0, 0, 0} +#define ackMsg_init_zero {0, _EnumError_MIN} +#define logMsg_init_zero {0, ""} +#define nodeMsg_init_zero {0, 0, 0, aiBufferByteMsg_init_zero} +#define respMsg_init_zero {0, _EnumState_MIN, 0, {syncMsg_init_zero}} + +/* Field tags (for use in manual encoding/decoding) */ +#define ackMsg_param_tag 1 +#define ackMsg_error_tag 2 +#define aiBufferShapeMsg_format_tag 1 +#define aiBufferShapeMsg_n_batches_tag 2 +#define aiBufferShapeMsg_height_tag 3 +#define aiBufferShapeMsg_width_tag 4 +#define aiBufferShapeMsg_channels_tag 5 +#define aiBufferShapeMsg_scale_tag 6 +#define aiBufferShapeMsg_zeropoint_tag 7 +#define aiRunReportMsg_id_tag 1 +#define aiRunReportMsg_signature_tag 2 +#define aiRunReportMsg_num_inferences_tag 3 +#define aiRunReportMsg_n_nodes_tag 4 +#define aiRunReportMsg_elapsed_ms_tag 5 +#define logMsg_level_tag 1 +#define logMsg_str_tag 2 +#define reqMsg_reqid_tag 1 +#define reqMsg_cmd_tag 2 +#define reqMsg_param_tag 3 +#define reqMsg_name_tag 4 +#define reqMsg_opt_tag 5 +#define syncMsg_version_tag 1 +#define syncMsg_capability_tag 4 +#define sysinfoMsg_devid_tag 1 +#define sysinfoMsg_sclock_tag 2 +#define sysinfoMsg_hclock_tag 3 +#define sysinfoMsg_cache_tag 4 +#define aiBufferByteMsg_shape_tag 1 +#define aiBufferByteMsg_datas_tag 2 +#define aiNetworkInfoMsg_model_name_tag 1 +#define aiNetworkInfoMsg_model_signature_tag 2 +#define aiNetworkInfoMsg_model_datetime_tag 3 +#define aiNetworkInfoMsg_compile_datetime_tag 4 +#define aiNetworkInfoMsg_runtime_revision_tag 5 +#define aiNetworkInfoMsg_runtime_version_tag 6 +#define aiNetworkInfoMsg_tool_revision_tag 7 +#define aiNetworkInfoMsg_tool_version_tag 8 +#define aiNetworkInfoMsg_tool_api_version_tag 9 +#define aiNetworkInfoMsg_api_version_tag 10 +#define aiNetworkInfoMsg_interface_api_version_tag 11 +#define aiNetworkInfoMsg_n_macc_tag 12 +#define aiNetworkInfoMsg_n_inputs_tag 13 +#define aiNetworkInfoMsg_n_outputs_tag 14 +#define aiNetworkInfoMsg_n_nodes_tag 15 +#define aiNetworkInfoMsg_inputs_tag 16 +#define aiNetworkInfoMsg_outputs_tag 17 +#define aiNetworkInfoMsg_activations_tag 18 +#define aiNetworkInfoMsg_weights_tag 19 +#define aiNetworkInfoMsg_signature_tag 20 +#define nodeMsg_type_tag 1 +#define nodeMsg_id_tag 2 +#define nodeMsg_duration_tag 3 +#define nodeMsg_buffer_tag 4 +#define respMsg_sync_tag 10 +#define respMsg_sinfo_tag 11 +#define respMsg_ack_tag 12 +#define respMsg_log_tag 13 +#define respMsg_node_tag 14 +#define respMsg_ninfo_tag 20 +#define respMsg_report_tag 21 +#define respMsg_reqid_tag 1 +#define respMsg_state_tag 2 + +/* Struct field encoding specification for nanopb */ +extern const pb_field_t reqMsg_fields[6]; +extern const pb_field_t aiRunReportMsg_fields[6]; +extern const pb_field_t aiBufferShapeMsg_fields[8]; +extern const pb_field_t aiNetworkInfoMsg_fields[21]; +extern const pb_field_t aiBufferByteMsg_fields[3]; +extern const pb_field_t syncMsg_fields[3]; +extern const pb_field_t sysinfoMsg_fields[5]; +extern const pb_field_t ackMsg_fields[3]; +extern const pb_field_t logMsg_fields[3]; +extern const pb_field_t nodeMsg_fields[5]; +extern const pb_field_t respMsg_fields[10]; + +/* Maximum encoded size of messages (where known) */ +#define reqMsg_size 87 +#define aiRunReportMsg_size 29 +#define aiBufferShapeMsg_size 46 +/* aiNetworkInfoMsg_size depends on runtime parameters */ +/* aiBufferByteMsg_size depends on runtime parameters */ +#define syncMsg_size 12 +#define sysinfoMsg_size 24 +#define ackMsg_size 8 +#define logMsg_size 137 +#define nodeMsg_size (23 + aiBufferByteMsg_size) +#define respMsg_size (8 + ((nodeMsg_size > aiNetworkInfoMsg_size ? nodeMsg_size : aiNetworkInfoMsg_size) > 140 ? (nodeMsg_size > aiNetworkInfoMsg_size ? nodeMsg_size : aiNetworkInfoMsg_size) : 140)) + +/* Message IDs (where set with "msgid" option) */ +#ifdef PB_MSGID + +#define STM32MSG_MESSAGES \ + + +#endif + +#ifdef __cplusplus +} /* extern "C" */ +#endif +/* @@protoc_insertion_point(eof) */ + +#endif diff --git a/apps/stm32/h747idisco/Inc/app_x-cube-ai.h b/apps/stm32/h747idisco/Inc/app_x-cube-ai.h new file mode 100644 index 000000000000..417f1016b9f1 --- /dev/null +++ b/apps/stm32/h747idisco/Inc/app_x-cube-ai.h @@ -0,0 +1,39 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file app_x-cube-ai.h + * \brief AI entry function definitions + */ + +#ifndef __APP_AI_H +#define __APP_AI_H + +#ifdef __cplusplus + extern "C" { +#endif + +void MX_X_CUBE_AI_Init(void); +void MX_X_CUBE_AI_Process(void); + +#ifdef __cplusplus +} +#endif + +#endif /*__APP_AI_H */ diff --git a/apps/stm32/h747idisco/Inc/bsp_ai.h b/apps/stm32/h747idisco/Inc/bsp_ai.h new file mode 100644 index 000000000000..874ed5b61a2c --- /dev/null +++ b/apps/stm32/h747idisco/Inc/bsp_ai.h @@ -0,0 +1,42 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file bsp_ai.h + * \brief Link to board resources + */ + +#ifndef BSP_H +#define BSP_H +#ifdef __cplusplus + extern "C" { +#endif + +#include "main.h" +#include "stm32h7xx.h" +#include "app_x-cube-ai.h" +#define UartHandle huart1 +#define MX_UARTx_Init MX_USART1_UART_Init +void MX_USART1_UART_Init(void); + +#ifdef __cplusplus +} +#endif + +#endif /* BSP_H */ diff --git a/apps/stm32/h747idisco/Inc/constants_ai.h.bk b/apps/stm32/h747idisco/Inc/constants_ai.h.bk new file mode 100644 index 000000000000..153a0e20bc6c --- /dev/null +++ b/apps/stm32/h747idisco/Inc/constants_ai.h.bk @@ -0,0 +1,61 @@ + +/* Define to prevent recursive inclusion -------------------------------------*/ +#ifndef __CONSTANTS_H +#define __CONSTANTS_H +#ifdef __cplusplus + extern "C" { +#endif +/** + ****************************************************************************** + * @file : constants.h + * @brief : AI constants definitions + ****************************************************************************** + * This notice applies to any and all portions of this file + * that are not between comment pairs USER CODE BEGIN and + * USER CODE END. Other portions of this file, whether + * inserted by the user or by software development tools + * are owned by their respective copyright owners. + * + * Copyright (c) 2018 STMicroelectronics International N.V. + * All rights reserved. + * + * Redistribution and use in source and binary forms, with or without + * modification, are permitted, provided that the following conditions are met: + * + * 1. Redistribution of source code must retain the above copyright notice, + * this list of conditions and the following disclaimer. + * 2. Redistributions in binary form must reproduce the above copyright notice, + * this list of conditions and the following disclaimer in the documentation + * and/or other materials provided with the distribution. + * 3. Neither the name of STMicroelectronics nor the names of other + * contributors to this software may be used to endorse or promote products + * derived from this software without specific written permission. + * 4. This software, including modifications and/or derivative works of this + * software, must execute solely and exclusively on microcontroller or + * microprocessor devices manufactured by or for STMicroelectronics. + * 5. Redistribution and use of this software other than as permitted under + * this license is void and will automatically terminate your rights under + * this license. + * + * THIS SOFTWARE IS PROVIDED BY STMICROELECTRONICS AND CONTRIBUTORS "AS IS" + * AND ANY EXPRESS, IMPLIED OR STATUTORY WARRANTIES, INCLUDING, BUT NOT + * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY, FITNESS FOR A + * PARTICULAR PURPOSE AND NON-INFRINGEMENT OF THIRD PARTY INTELLECTUAL PROPERTY + * RIGHTS ARE DISCLAIMED TO THE FULLEST EXTENT PERMITTED BY LAW. IN NO EVENT + * SHALL STMICROELECTRONICS OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, + * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT + * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, + * OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF + * LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + * NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, + * EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + * + ****************************************************************************** + */ +/* Constants definitions ------------------------------------------------------------------*/ + +#ifdef __cplusplus +} +#endif + +#endif /*__constants_ai_h_H */ diff --git a/apps/stm32/h747idisco/Inc/is42s32800g_conf.h b/apps/stm32/h747idisco/Inc/is42s32800g_conf.h new file mode 100644 index 000000000000..fb9215d3ba45 --- /dev/null +++ b/apps/stm32/h747idisco/Inc/is42s32800g_conf.h @@ -0,0 +1,74 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file is42s32800g_conf.h + * \brief This file contains some configurations required for the + * IS42S32800G SDRAM memory. + */ + +#ifndef IS42S32800G_CONF_H +#define IS42S32800G_CONF_H + +#ifdef __cplusplus + extern "C" { +#endif + +/* Includes ------------------------------------------------------------------*/ +#include "stm32h7xx_hal.h" + +/** @addtogroup BSP + * @{ + */ + +/** @addtogroup Components + * @{ + */ + +/** @addtogroup IS42S32800G + * @{ + */ + +/** @addtogroup IS42S32800G_Exported_Constants + * @{ + */ +#define REFRESH_COUNT ((uint32_t)0x0603) /* SDRAM refresh counter (100Mhz SD clock) */ + +#define IS42S32800G_TIMEOUT ((uint32_t)0xFFFF) + +#ifdef __cplusplus +} +#endif + +#endif /* IS42S32800G_CONF_H */ +/** + * @} + */ + +/** + * @} + */ + +/** + * @} + */ + +/** + * @} + */ diff --git a/apps/stm32/h747idisco/Inc/is42s32800j_conf.h b/apps/stm32/h747idisco/Inc/is42s32800j_conf.h new file mode 100644 index 000000000000..6e36fb816c2d --- /dev/null +++ b/apps/stm32/h747idisco/Inc/is42s32800j_conf.h @@ -0,0 +1,75 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file is42s32800j_conf.h + * \brief This file contains some configurations required for the + * IS42S32800J SDRAM memory. + */ + +#ifndef IS42S32800J_CONF_H +#define IS42S32800J_CONF_H + +#ifdef __cplusplus + extern "C" { +#endif + +/* Includes ------------------------------------------------------------------*/ +#include "stm32h7xx_hal.h" + +/** @addtogroup BSP + * @{ + */ + +/** @addtogroup Components + * @{ + */ + +/** @addtogroup IS42S32800J + * @{ + */ + +/** @addtogroup IS42S32800J_Exported_Constants + * @{ + */ +#define REFRESH_COUNT ((uint32_t)0x0603) /* SDRAM refresh counter (100Mhz SD clock) */ + +#define IS42S32800J_TIMEOUT ((uint32_t)0xFFFF) + +#ifdef __cplusplus +} +#endif + +#endif /* IS42S32800J_CONF_H */ +/** + * @} + */ + +/** + * @} + */ + +/** + * @} + */ + +/** + * @} + */ + diff --git a/apps/stm32/h747idisco/Inc/main.h b/apps/stm32/h747idisco/Inc/main.h new file mode 100644 index 000000000000..f11466fb83c0 --- /dev/null +++ b/apps/stm32/h747idisco/Inc/main.h @@ -0,0 +1,73 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file main.h + * \brief Header for main.c file. + * This file contains the common defines of the application. + */ + +#ifndef __MAIN_H +#define __MAIN_H + +#ifdef __cplusplus +extern "C" { +#endif + +/* Includes ------------------------------------------------------------------*/ +#include "stm32h7xx_hal.h" + +/* Private includes ----------------------------------------------------------*/ +/* USER CODE BEGIN Includes */ + +/* USER CODE END Includes */ + +/* Exported types ------------------------------------------------------------*/ +/* USER CODE BEGIN ET */ + +/* USER CODE END ET */ + +/* Exported constants --------------------------------------------------------*/ +/* USER CODE BEGIN EC */ + +/* USER CODE END EC */ + +/* Exported macro ------------------------------------------------------------*/ +/* USER CODE BEGIN EM */ + +/* USER CODE END EM */ + +/* Exported functions prototypes ---------------------------------------------*/ +void Error_Handler(void); + +/* USER CODE BEGIN EFP */ + +/* USER CODE END EFP */ + +/* Private defines -----------------------------------------------------------*/ +void MX_USART1_UART_Init(void); +/* USER CODE BEGIN Private defines */ + +/* USER CODE END Private defines */ + +#ifdef __cplusplus +} +#endif + +#endif /* __MAIN_H */ diff --git a/apps/stm32/h747idisco/Inc/mt25tl01g_conf.h b/apps/stm32/h747idisco/Inc/mt25tl01g_conf.h new file mode 100644 index 000000000000..67869a02fc6d --- /dev/null +++ b/apps/stm32/h747idisco/Inc/mt25tl01g_conf.h @@ -0,0 +1,71 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file mt25tl01g_conf.h + * \brief This file contains all the description of the + * MT25TL01G QSPI memory. + */ + +#ifndef MT25TL01G_CONF_H +#define MT25TL01G_CONF_H + +#ifdef __cplusplus + extern "C" { +#endif + +/* Includes ------------------------------------------------------------------*/ +#include "stm32h7xx.h" +#include "stm32h7xx_hal.h" + +/** @addtogroup BSP + * @{ + */ + +#define CONF_MT25TL01G_READ_ENHANCE 0 /* MMP performance enhance reade enable/disable */ + +#define CONF_QSPI_ODS MT25TL01G_CR_ODS_15 + +#define CONF_QSPI_DUMMY_CLOCK 8U + +/* Dummy cycles for STR read mode */ +#define MT25TL01G_DUMMY_CYCLES_READ_QUAD 8U +#define MT25TL01G_DUMMY_CYCLES_READ 8U +/* Dummy cycles for DTR read mode */ +#define MT25TL01G_DUMMY_CYCLES_READ_DTR 6U +#define MT25TL01G_DUMMY_CYCLES_READ_QUAD_DTR 8U + +#ifdef __cplusplus +} +#endif + +#endif /* MT25TL01G_CONF_H */ + +/** + * @} + */ + +/** + * @} + */ + +/** + * @} + */ + diff --git a/apps/stm32/h747idisco/Inc/stm32h743i_eval_conf.h b/apps/stm32/h747idisco/Inc/stm32h743i_eval_conf.h new file mode 100644 index 000000000000..4fa73bc3c309 --- /dev/null +++ b/apps/stm32/h747idisco/Inc/stm32h743i_eval_conf.h @@ -0,0 +1,85 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file stm32h743i_eval_conf.h + * \brief STM32h743i_EVAL board configuration file. + */ + +#ifndef STM32h743I_EVAL_CONF_H +#define STM32h743I_EVAL_CONF_H + +#ifdef __cplusplus + extern "C" { +#endif + +/* Includes ------------------------------------------------------------------*/ +#include "stm32h7xx_hal.h" + +/* COM define */ +#define USE_COM_LOG 0U +#define USE_COM_LOG 0U +#define USE_BSP_COM_FEATURE 0U + +/* POT define */ +#define USE_BSP_POT_FEATURE 1U + +/* IO CLASS define */ +#define USE_BSP_IO_CLASS 1U + +/* LCD controllers defines */ +#define USE_DMA2D_TO_FILL_RGB_RECT 0U +#define LCD_LAYER_0_ADDRESS 0xD0000000U +#define LCD_LAYER_1_ADDRESS 0xD0200000U + +/* Audio codecs defines */ +#define USE_AUDIO_CODEC_WM8994 1U + +/* Default Audio IN internal buffer size */ +#define DEFAULT_AUDIO_IN_BUFFER_SIZE 2048U +#define USE_BSP_CPU_CACHE_MAINTENANCE 1U + +/* TS supported features defines */ +#define USE_TS_GESTURE 1U + +/* Default TS touch number */ +#define TS_TOUCH_NBR 2U + +/* Default EEPROM max trials */ +#define EEPROM_MAX_TRIALS 3000U + +/* IRQ priorities */ +#define BSP_SRAM_IT_PRIORITY 15U +#define BSP_SDRAM_IT_PRIORITY 15U +#define BSP_IOEXPANDER_IT_PRIORITY 15U +#define BSP_BUTTON_USER_IT_PRIORITY 15U +#define BSP_BUTTON_WAKEUP_IT_PRIORITY 15U +#define BSP_BUTTON_TAMPER_IT_PRIORITY 15U +#define BSP_AUDIO_OUT_IT_PRIORITY 14U +#define BSP_AUDIO_IN_IT_PRIORITY 15U +#define BSP_SD_IT_PRIORITY 14U +#define BSP_SD_RX_IT_PRIORITY 14U +#define BSP_SD_TX_IT_PRIORITY 15U +#define BSP_TS_IT_PRIORITY 15U + +#ifdef __cplusplus +} +#endif + +#endif /* STM32h743I_EVAL_CONF_H */ diff --git a/apps/stm32/h747idisco/Inc/stm32h747i_discovery_conf.h b/apps/stm32/h747idisco/Inc/stm32h747i_discovery_conf.h new file mode 100644 index 000000000000..8da8ea8cfb92 --- /dev/null +++ b/apps/stm32/h747idisco/Inc/stm32h747i_discovery_conf.h @@ -0,0 +1,83 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file stm32h747i_discovery_conf.h + * \brief STM32H747I_Discovery board configuration file. + */ + +#ifndef STM32H747I_DISCO_CONF_H +#define STM32H747I_DISCO_CONF_H + +#ifdef __cplusplus + extern "C" { +#endif + +/* Includes ------------------------------------------------------------------*/ +#include "stm32h7xx_hal.h" + +/* COM define */ +#define USE_COM_LOG 0U +#define USE_BSP_COM_FEATURE 0U + +/* LCD controllers defines */ +#define USE_LCD_CTRL_OTM8009A 1U +#define USE_LCD_CTRL_ADV7533 1U + +#define LCD_LAYER_0_ADDRESS 0xD0000000U +#define LCD_LAYER_1_ADDRESS 0xD0200000U + +#define USE_DMA2D_TO_FILL_RGB_RECT 0U +/* Camera sensors defines */ +#define USE_CAMERA_SENSOR_OV5640 1U +#define USE_CAMERA_SENSOR_S5K5CAG 1U +/* Audio codecs defines */ +#define USE_AUDIO_CODEC_WM8994 1U + +/* Default Audio IN internal buffer size */ +#define DEFAULT_AUDIO_IN_BUFFER_SIZE 64U +/* TS supported features defines */ +#define USE_TS_GESTURE 1U +#define USE_TS_MULTI_TOUCH 1U + +/* Default TS touch number */ +#define TS_TOUCH_NBR 2U +#define CAMERA_FRAME_BUFFER ((uint32_t)0xD0600000) + +/* IRQ priorities */ +#define BSP_SDRAM_IT_PRIORITY 15U +#define BSP_CAMERA_IT_PRIORITY 15U +#define BSP_BUTTON_WAKEUP_IT_PRIORITY 15U +#define BSP_AUDIO_OUT_IT_PRIORITY 14U +#define BSP_AUDIO_IN_IT_PRIORITY 15U +#define BSP_SD_IT_PRIORITY 14U +#define BSP_SD_RX_IT_PRIORITY 14U +#define BSP_SD_TX_IT_PRIORITY 15U +#define BSP_TS_IT_PRIORITY 15U +#define BSP_JOY1_SEL_IT_PRIORITY 15U +#define BSP_JOY1_DOWN_IT_PRIORITY 15U +#define BSP_JOY1_LEFT_IT_PRIORITY 15U +#define BSP_JOY1_RIGHT_IT_PRIORITY 15U +#define BSP_JOY1_UP_IT_PRIORITY 15U + +#ifdef __cplusplus +} +#endif + +#endif /* STM32H747I_DISCO_CONF_H */ diff --git a/apps/stm32/h747idisco/Inc/stm32h7xx_hal_conf.h b/apps/stm32/h747idisco/Inc/stm32h7xx_hal_conf.h new file mode 100644 index 000000000000..57cd22cf92ca --- /dev/null +++ b/apps/stm32/h747idisco/Inc/stm32h7xx_hal_conf.h @@ -0,0 +1,457 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file stm32h7xx_hal_conf.h + * \brief HAL configuration file. + */ + +#ifndef __STM32H7xx_HAL_CONF_H +#define __STM32H7xx_HAL_CONF_H + +#ifdef __cplusplus + extern "C" { +#endif + +/* Exported types ------------------------------------------------------------*/ +/* Exported constants --------------------------------------------------------*/ + +/* ########################## Module Selection ############################## */ +/** + * @brief This is the list of modules to be used in the HAL driver + */ +#define HAL_MODULE_ENABLED + +#define HAL_ADC_MODULE_ENABLED +/* #define HAL_FDCAN_MODULE_ENABLED */ +/* #define HAL_CEC_MODULE_ENABLED */ +/* #define HAL_COMP_MODULE_ENABLED */ +#define HAL_CRC_MODULE_ENABLED +/* #define HAL_CRYP_MODULE_ENABLED */ +/* #define HAL_DAC_MODULE_ENABLED */ +/* #define HAL_DCMI_MODULE_ENABLED */ +/* #define HAL_DMA2D_MODULE_ENABLED */ +/* #define HAL_ETH_MODULE_ENABLED */ +/* #define HAL_NAND_MODULE_ENABLED */ +/* #define HAL_NOR_MODULE_ENABLED */ +/* #define HAL_SRAM_MODULE_ENABLED */ +#define HAL_SDRAM_MODULE_ENABLED +/* #define HAL_HASH_MODULE_ENABLED */ +/* #define HAL_HRTIM_MODULE_ENABLED */ +/* #define HAL_JPEG_MODULE_ENABLED */ +/* #define HAL_OPAMP_MODULE_ENABLED */ +/* #define HAL_I2S_MODULE_ENABLED */ +/* #define HAL_SMBUS_MODULE_ENABLED */ +/* #define HAL_IWDG_MODULE_ENABLED */ +/* #define HAL_LPTIM_MODULE_ENABLED */ +/* #define HAL_LTDC_MODULE_ENABLED */ +#define HAL_QSPI_MODULE_ENABLED +/* #define HAL_RNG_MODULE_ENABLED */ +/* #define HAL_RTC_MODULE_ENABLED */ +/* #define HAL_SAI_MODULE_ENABLED */ +/* #define HAL_SD_MODULE_ENABLED */ +/* #define HAL_MMC_MODULE_ENABLED */ +/* #define HAL_SPDIFRX_MODULE_ENABLED */ +/* #define HAL_SPI_MODULE_ENABLED */ +/* #define HAL_SWPMI_MODULE_ENABLED */ +/* #define HAL_TIM_MODULE_ENABLED */ +#define HAL_UART_MODULE_ENABLED +/* #define HAL_USART_MODULE_ENABLED */ +/* #define HAL_IRDA_MODULE_ENABLED */ +/* #define HAL_SMARTCARD_MODULE_ENABLED */ +/* #define HAL_WWDG_MODULE_ENABLED */ +/* #define HAL_PCD_MODULE_ENABLED */ +/* #define HAL_HCD_MODULE_ENABLED */ +/* #define HAL_DFSDM_MODULE_ENABLED */ +/* #define HAL_DSI_MODULE_ENABLED */ +/* #define HAL_JPEG_MODULE_ENABLED */ +/* #define HAL_MDIOS_MODULE_ENABLED */ +#define HAL_EXTI_MODULE_ENABLED +#define HAL_GPIO_MODULE_ENABLED +#define HAL_DMA_MODULE_ENABLED +#define HAL_MDMA_MODULE_ENABLED +#define HAL_RCC_MODULE_ENABLED +#define HAL_FLASH_MODULE_ENABLED +#define HAL_PWR_MODULE_ENABLED +#define HAL_I2C_MODULE_ENABLED +#define HAL_CORTEX_MODULE_ENABLED +#define HAL_HSEM_MODULE_ENABLED + +/* ########################## Oscillator Values adaptation ####################*/ +/** + * @brief Adjust the value of External High Speed oscillator (HSE) used in your application. + * This value is used by the RCC HAL module to compute the system frequency + * (when HSE is used as system clock source, directly or through the PLL). + */ +#if !defined (HSE_VALUE) +#define HSE_VALUE ((uint32_t)25000000) /*!< Value of the External oscillator in Hz : FPGA case fixed to 60MHZ */ +#endif /* HSE_VALUE */ + +#if !defined (HSE_STARTUP_TIMEOUT) + #define HSE_STARTUP_TIMEOUT ((uint32_t)100U) /*!< Time out for HSE start up, in ms */ +#endif /* HSE_STARTUP_TIMEOUT */ + +/** + * @brief Internal oscillator (CSI) default value. + * This value is the default CSI value after Reset. + */ +#if !defined (CSI_VALUE) + #define CSI_VALUE ((uint32_t)4000000) /*!< Value of the Internal oscillator in Hz*/ +#endif /* CSI_VALUE */ + +/** + * @brief Internal High Speed oscillator (HSI) value. + * This value is used by the RCC HAL module to compute the system frequency + * (when HSI is used as system clock source, directly or through the PLL). + */ +#if !defined (HSI_VALUE) + #define HSI_VALUE ((uint32_t)64000000) /*!< Value of the Internal oscillator in Hz*/ +#endif /* HSI_VALUE */ + +/** + * @brief External Low Speed oscillator (LSE) value. + * This value is used by the UART, RTC HAL module to compute the system frequency + */ +#if !defined (LSE_VALUE) + #define LSE_VALUE ((uint32_t)32768U) /*!< Value of the External oscillator in Hz*/ +#endif /* LSE_VALUE */ + +#if !defined (LSE_STARTUP_TIMEOUT) + #define LSE_STARTUP_TIMEOUT ((uint32_t)5000U) /*!< Time out for LSE start up, in ms */ +#endif /* LSE_STARTUP_TIMEOUT */ + +/** + * @brief External clock source for I2S peripheral + * This value is used by the I2S HAL module to compute the I2S clock source + * frequency, this source is inserted directly through I2S_CKIN pad. + */ +#if !defined (EXTERNAL_CLOCK_VALUE) + #define EXTERNAL_CLOCK_VALUE 12288000U /*!< Value of the External clock in Hz*/ +#endif /* EXTERNAL_CLOCK_VALUE */ + +/* Tip: To avoid modifying this file each time you need to use different HSE, + === you can define the HSE value in your toolchain compiler preprocessor. */ + +/* ########################### System Configuration ######################### */ +/** + * @brief This is the HAL system configuration section + */ +#define VDD_VALUE ((uint32_t)3300U) /*!< Value of VDD in mv */ +#define TICK_INT_PRIORITY ((uint32_t)0U) /*!< tick interrupt priority */ +#define USE_RTOS 0U +#define USE_SD_TRANSCEIVER 1U /*!< use uSD Transceiver */ + +#define USE_HAL_ADC_REGISTER_CALLBACKS 0U /* ADC register callback disabled */ +#define USE_HAL_CEC_REGISTER_CALLBACKS 0U /* CEC register callback disabled */ +#define USE_HAL_COMP_REGISTER_CALLBACKS 0U /* COMP register callback disabled */ +#define USE_HAL_CRYP_REGISTER_CALLBACKS 0U /* CRYP register callback disabled */ +#define USE_HAL_DAC_REGISTER_CALLBACKS 0U /* DAC register callback disabled */ +#define USE_HAL_DCMI_REGISTER_CALLBACKS 0U /* DCMI register callback disabled */ +#define USE_HAL_DFSDM_REGISTER_CALLBACKS 0U /* DFSDM register callback disabled */ +#define USE_HAL_DMA2D_REGISTER_CALLBACKS 0U /* DMA2D register callback disabled */ +#define USE_HAL_DSI_REGISTER_CALLBACKS 0U /* DSI register callback disabled */ +#define USE_HAL_ETH_REGISTER_CALLBACKS 0U /* ETH register callback disabled */ +#define USE_HAL_FDCAN_REGISTER_CALLBACKS 0U /* FDCAN register callback disabled */ +#define USE_HAL_NAND_REGISTER_CALLBACKS 0U /* NAND register callback disabled */ +#define USE_HAL_NOR_REGISTER_CALLBACKS 0U /* NOR register callback disabled */ +#define USE_HAL_SDRAM_REGISTER_CALLBACKS 0U /* SDRAM register callback disabled */ +#define USE_HAL_SRAM_REGISTER_CALLBACKS 0U /* SRAM register callback disabled */ +#define USE_HAL_HASH_REGISTER_CALLBACKS 0U /* HASH register callback disabled */ +#define USE_HAL_HCD_REGISTER_CALLBACKS 0U /* HCD register callback disabled */ +#define USE_HAL_HRTIM_REGISTER_CALLBACKS 0U /* HRTIM register callback disabled */ +#define USE_HAL_I2C_REGISTER_CALLBACKS 0U /* I2C register callback disabled */ +#define USE_HAL_I2S_REGISTER_CALLBACKS 0U /* I2S register callback disabled */ +#define USE_HAL_JPEG_REGISTER_CALLBACKS 0U /* JPEG register callback disabled */ +#define USE_HAL_LPTIM_REGISTER_CALLBACKS 0U /* LPTIM register callback disabled */ +#define USE_HAL_LTDC_REGISTER_CALLBACKS 0U /* LTDC register callback disabled */ +#define USE_HAL_MDIOS_REGISTER_CALLBACKS 0U /* MDIO register callback disabled */ +#define USE_HAL_OPAMP_REGISTER_CALLBACKS 0U /* MDIO register callback disabled */ +#define USE_HAL_PCD_REGISTER_CALLBACKS 0U /* PCD register callback disabled */ +#define USE_HAL_QSPI_REGISTER_CALLBACKS 0U /* QSPI register callback disabled */ +#define USE_HAL_RNG_REGISTER_CALLBACKS 0U /* RNG register callback disabled */ +#define USE_HAL_RTC_REGISTER_CALLBACKS 0U /* RTC register callback disabled */ +#define USE_HAL_SAI_REGISTER_CALLBACKS 0U /* SAI register callback disabled */ +#define USE_HAL_SPDIFRX_REGISTER_CALLBACKS 0U /* SPDIFRX register callback disabled */ +#define USE_HAL_SMBUS_REGISTER_CALLBACKS 0U /* SMBUS register callback disabled */ +#define USE_HAL_SPI_REGISTER_CALLBACKS 0U /* SPI register callback disabled */ +#define USE_HAL_SWPMI_REGISTER_CALLBACKS 0U /* SWPMI register callback disabled */ +#define USE_HAL_TIM_REGISTER_CALLBACKS 0U /* TIM register callback disabled */ +#define USE_HAL_WWDG_REGISTER_CALLBACKS 0U /* WWDG register callback disabled */ + +/* ########################### Ethernet Configuration ######################### */ +#define ETH_TX_DESC_CNT 4 /* number of Ethernet Tx DMA descriptors */ +#define ETH_RX_DESC_CNT 4 /* number of Ethernet Rx DMA descriptors */ + +#define ETH_MAC_ADDR0 ((uint8_t)0x02) +#define ETH_MAC_ADDR1 ((uint8_t)0x00) +#define ETH_MAC_ADDR2 ((uint8_t)0x00) +#define ETH_MAC_ADDR3 ((uint8_t)0x00) +#define ETH_MAC_ADDR4 ((uint8_t)0x00) +#define ETH_MAC_ADDR5 ((uint8_t)0x00) + +/* ########################## Assert Selection ############################## */ +/** + * @brief Uncomment the line below to expanse the "assert_param" macro in the + * HAL drivers code + */ +/* #define USE_FULL_ASSERT 1U */ + +/* Includes ------------------------------------------------------------------*/ +/** + * @brief Include module's header file + */ + +#ifdef HAL_RCC_MODULE_ENABLED + #include "stm32h7xx_hal_rcc.h" +#endif /* HAL_RCC_MODULE_ENABLED */ + +#ifdef HAL_GPIO_MODULE_ENABLED + #include "stm32h7xx_hal_gpio.h" +#endif /* HAL_GPIO_MODULE_ENABLED */ + +#ifdef HAL_DMA_MODULE_ENABLED + #include "stm32h7xx_hal_dma.h" +#endif /* HAL_DMA_MODULE_ENABLED */ + +#ifdef HAL_MDMA_MODULE_ENABLED + #include "stm32h7xx_hal_mdma.h" +#endif /* HAL_MDMA_MODULE_ENABLED */ + +#ifdef HAL_HASH_MODULE_ENABLED + #include "stm32h7xx_hal_hash.h" +#endif /* HAL_HASH_MODULE_ENABLED */ + +#ifdef HAL_DCMI_MODULE_ENABLED + #include "stm32h7xx_hal_dcmi.h" +#endif /* HAL_DCMI_MODULE_ENABLED */ + +#ifdef HAL_DMA2D_MODULE_ENABLED + #include "stm32h7xx_hal_dma2d.h" +#endif /* HAL_DMA2D_MODULE_ENABLED */ + +#ifdef HAL_DSI_MODULE_ENABLED + #include "stm32h7xx_hal_dsi.h" +#endif /* HAL_DSI_MODULE_ENABLED */ + +#ifdef HAL_DFSDM_MODULE_ENABLED + #include "stm32h7xx_hal_dfsdm.h" +#endif /* HAL_DFSDM_MODULE_ENABLED */ + +#ifdef HAL_ETH_MODULE_ENABLED + #include "stm32h7xx_hal_eth.h" +#endif /* HAL_ETH_MODULE_ENABLED */ + +#ifdef HAL_EXTI_MODULE_ENABLED + #include "stm32h7xx_hal_exti.h" +#endif /* HAL_EXTI_MODULE_ENABLED */ + +#ifdef HAL_CORTEX_MODULE_ENABLED + #include "stm32h7xx_hal_cortex.h" +#endif /* HAL_CORTEX_MODULE_ENABLED */ + +#ifdef HAL_ADC_MODULE_ENABLED + #include "stm32h7xx_hal_adc.h" +#endif /* HAL_ADC_MODULE_ENABLED */ + +#ifdef HAL_FDCAN_MODULE_ENABLED + #include "stm32h7xx_hal_fdcan.h" +#endif /* HAL_FDCAN_MODULE_ENABLED */ + +#ifdef HAL_CEC_MODULE_ENABLED + #include "stm32h7xx_hal_cec.h" +#endif /* HAL_CEC_MODULE_ENABLED */ + +#ifdef HAL_COMP_MODULE_ENABLED + #include "stm32h7xx_hal_comp.h" +#endif /* HAL_COMP_MODULE_ENABLED */ + +#ifdef HAL_CRC_MODULE_ENABLED + #include "stm32h7xx_hal_crc.h" +#endif /* HAL_CRC_MODULE_ENABLED */ + +#ifdef HAL_CRYP_MODULE_ENABLED + #include "stm32h7xx_hal_cryp.h" +#endif /* HAL_CRYP_MODULE_ENABLED */ + +#ifdef HAL_DAC_MODULE_ENABLED + #include "stm32h7xx_hal_dac.h" +#endif /* HAL_DAC_MODULE_ENABLED */ + +#ifdef HAL_FLASH_MODULE_ENABLED + #include "stm32h7xx_hal_flash.h" +#endif /* HAL_FLASH_MODULE_ENABLED */ + +#ifdef HAL_HRTIM_MODULE_ENABLED + #include "stm32h7xx_hal_hrtim.h" +#endif /* HAL_HRTIM_MODULE_ENABLED */ + +#ifdef HAL_HSEM_MODULE_ENABLED + #include "stm32h7xx_hal_hsem.h" +#endif /* HAL_HSEM_MODULE_ENABLED */ + +#ifdef HAL_SRAM_MODULE_ENABLED + #include "stm32h7xx_hal_sram.h" +#endif /* HAL_SRAM_MODULE_ENABLED */ + +#ifdef HAL_NOR_MODULE_ENABLED + #include "stm32h7xx_hal_nor.h" +#endif /* HAL_NOR_MODULE_ENABLED */ + +#ifdef HAL_NAND_MODULE_ENABLED + #include "stm32h7xx_hal_nand.h" +#endif /* HAL_NAND_MODULE_ENABLED */ + +#ifdef HAL_I2C_MODULE_ENABLED + #include "stm32h7xx_hal_i2c.h" +#endif /* HAL_I2C_MODULE_ENABLED */ + +#ifdef HAL_I2S_MODULE_ENABLED + #include "stm32h7xx_hal_i2s.h" +#endif /* HAL_I2S_MODULE_ENABLED */ + +#ifdef HAL_IWDG_MODULE_ENABLED + #include "stm32h7xx_hal_iwdg.h" +#endif /* HAL_IWDG_MODULE_ENABLED */ + +#ifdef HAL_JPEG_MODULE_ENABLED + #include "stm32h7xx_hal_jpeg.h" +#endif /* HAL_JPEG_MODULE_ENABLED */ + +#ifdef HAL_MDIOS_MODULE_ENABLED + #include "stm32h7xx_hal_mdios.h" +#endif /* HAL_MDIOS_MODULE_ENABLED */ + +#ifdef HAL_MMC_MODULE_ENABLED + #include "stm32h7xx_hal_mmc.h" +#endif /* HAL_MMC_MODULE_ENABLED */ + +#ifdef HAL_LPTIM_MODULE_ENABLED +#include "stm32h7xx_hal_lptim.h" +#endif /* HAL_LPTIM_MODULE_ENABLED */ + +#ifdef HAL_LTDC_MODULE_ENABLED +#include "stm32h7xx_hal_ltdc.h" +#endif /* HAL_LTDC_MODULE_ENABLED */ + +#ifdef HAL_OPAMP_MODULE_ENABLED +#include "stm32h7xx_hal_opamp.h" +#endif /* HAL_OPAMP_MODULE_ENABLED */ + +#ifdef HAL_PWR_MODULE_ENABLED + #include "stm32h7xx_hal_pwr.h" +#endif /* HAL_PWR_MODULE_ENABLED */ + +#ifdef HAL_QSPI_MODULE_ENABLED + #include "stm32h7xx_hal_qspi.h" +#endif /* HAL_QSPI_MODULE_ENABLED */ + +#ifdef HAL_RAMECC_MODULE_ENABLED + #include "stm32h7xx_hal_ramecc.h" +#endif /* HAL_HCD_MODULE_ENABLED */ + +#ifdef HAL_RNG_MODULE_ENABLED + #include "stm32h7xx_hal_rng.h" +#endif /* HAL_RNG_MODULE_ENABLED */ + +#ifdef HAL_RTC_MODULE_ENABLED + #include "stm32h7xx_hal_rtc.h" +#endif /* HAL_RTC_MODULE_ENABLED */ + +#ifdef HAL_SAI_MODULE_ENABLED + #include "stm32h7xx_hal_sai.h" +#endif /* HAL_SAI_MODULE_ENABLED */ + +#ifdef HAL_SD_MODULE_ENABLED + #include "stm32h7xx_hal_sd.h" +#endif /* HAL_SD_MODULE_ENABLED */ + +#ifdef HAL_SDRAM_MODULE_ENABLED + #include "stm32h7xx_hal_sdram.h" +#endif /* HAL_SDRAM_MODULE_ENABLED */ + +#ifdef HAL_SPI_MODULE_ENABLED + #include "stm32h7xx_hal_spi.h" +#endif /* HAL_SPI_MODULE_ENABLED */ + +#ifdef HAL_SPDIFRX_MODULE_ENABLED + #include "stm32h7xx_hal_spdifrx.h" +#endif /* HAL_SPDIFRX_MODULE_ENABLED */ + +#ifdef HAL_SWPMI_MODULE_ENABLED + #include "stm32h7xx_hal_swpmi.h" +#endif /* HAL_SWPMI_MODULE_ENABLED */ + +#ifdef HAL_TIM_MODULE_ENABLED + #include "stm32h7xx_hal_tim.h" +#endif /* HAL_TIM_MODULE_ENABLED */ + +#ifdef HAL_UART_MODULE_ENABLED + #include "stm32h7xx_hal_uart.h" +#endif /* HAL_UART_MODULE_ENABLED */ + +#ifdef HAL_USART_MODULE_ENABLED + #include "stm32h7xx_hal_usart.h" +#endif /* HAL_USART_MODULE_ENABLED */ + +#ifdef HAL_IRDA_MODULE_ENABLED + #include "stm32h7xx_hal_irda.h" +#endif /* HAL_IRDA_MODULE_ENABLED */ + +#ifdef HAL_SMARTCARD_MODULE_ENABLED + #include "stm32h7xx_hal_smartcard.h" +#endif /* HAL_SMARTCARD_MODULE_ENABLED */ + +#ifdef HAL_SMBUS_MODULE_ENABLED + #include "stm32h7xx_hal_smbus.h" +#endif /* HAL_SMBUS_MODULE_ENABLED */ + +#ifdef HAL_WWDG_MODULE_ENABLED + #include "stm32h7xx_hal_wwdg.h" +#endif /* HAL_WWDG_MODULE_ENABLED */ + +#ifdef HAL_PCD_MODULE_ENABLED + #include "stm32h7xx_hal_pcd.h" +#endif /* HAL_PCD_MODULE_ENABLED */ + +#ifdef HAL_HCD_MODULE_ENABLED + #include "stm32h7xx_hal_hcd.h" +#endif /* HAL_HCD_MODULE_ENABLED */ + +/* Exported macro ------------------------------------------------------------*/ +#ifdef USE_FULL_ASSERT +/** + * @brief The assert_param macro is used for function's parameters check. + * @param expr: If expr is false, it calls assert_failed function + * which reports the name of the source file and the source + * line number of the call that failed. + * If expr is true, it returns no value. + * @retval None + */ + #define assert_param(expr) ((expr) ? (void)0 : assert_failed((uint8_t *)__FILE__, __LINE__)) +/* Exported functions ------------------------------------------------------- */ + void assert_failed(uint8_t* file, uint32_t line); +#else + #define assert_param(expr) ((void)0) +#endif /* USE_FULL_ASSERT */ + +#ifdef __cplusplus +} +#endif + +#endif /* __STM32H7xx_HAL_CONF_H */ diff --git a/apps/stm32/h747idisco/Inc/stm32h7xx_it.h b/apps/stm32/h747idisco/Inc/stm32h7xx_it.h new file mode 100644 index 000000000000..e7a1b17a9e92 --- /dev/null +++ b/apps/stm32/h747idisco/Inc/stm32h7xx_it.h @@ -0,0 +1,70 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file stm32h7xx_it.h + * \brief This file contains the headers of the interrupt handlers. + */ + +#ifndef __STM32H7xx_IT_H +#define __STM32H7xx_IT_H + +#ifdef __cplusplus + extern "C" { +#endif + +/* Private includes ----------------------------------------------------------*/ +/* USER CODE BEGIN Includes */ + +/* USER CODE END Includes */ + +/* Exported types ------------------------------------------------------------*/ +/* USER CODE BEGIN ET */ + +/* USER CODE END ET */ + +/* Exported constants --------------------------------------------------------*/ +/* USER CODE BEGIN EC */ + +/* USER CODE END EC */ + +/* Exported macro ------------------------------------------------------------*/ +/* USER CODE BEGIN EM */ + +/* USER CODE END EM */ + +/* Exported functions prototypes ---------------------------------------------*/ +void NMI_Handler(void); +void HardFault_Handler(void); +void MemManage_Handler(void); +void BusFault_Handler(void); +void UsageFault_Handler(void); +void SVC_Handler(void); +void DebugMon_Handler(void); +void PendSV_Handler(void); +void SysTick_Handler(void); +/* USER CODE BEGIN EFP */ + +/* USER CODE END EFP */ + +#ifdef __cplusplus +} +#endif + +#endif /* __STM32H7xx_IT_H */ diff --git a/apps/stm32/h747idisco/STM32H747XIHx_CM7_config1.ld b/apps/stm32/h747idisco/STM32H747XIHx_CM7_config1.ld new file mode 100644 index 000000000000..b48d254c9db2 --- /dev/null +++ b/apps/stm32/h747idisco/STM32H747XIHx_CM7_config1.ld @@ -0,0 +1,204 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + * + * Linker script for STM32H7 series + * 1024Kbytes FLASH and 192Kbytes RAM + * + * Set heap size, stack size and stack location according + * to application requirements. + * + * Set memory bank area and size if external memory is used. + * + * Target : STMicroelectronics STM32 + */ + +/* Entry Point */ +ENTRY(Reset_Handler) + +/* Highest address of the user mode stack */ +/* _estack = 0x24080000; */ /* end of AXIRAM */ +/* _estack = 0x20020000; */ /* end of DTCMRAM */ +/* Generate a link error if heap and stack don't fit into RAM */ +_Min_Heap_Size = 0x12000; /* required amount of heap */ +_Min_Stack_Size = 0x8000; /* required amount of stack */ + +/* Specify the memory areas */ +MEMORY +{ +ITCMRAM (xrw) : ORIGIN = 0x00000000, LENGTH = 64K +FLASH (rx) : ORIGIN = 0x08000000, LENGTH = 2048K +DTCMRAM (xrw) : ORIGIN = 0x20000000, LENGTH = 128K +AXIRAM (xrw) : ORIGIN = 0x24000000, LENGTH = 512K +SRAM123 (xrw) : ORIGIN = 0x30000000, LENGTH = 288K +SRAM4 (xrw) : ORIGIN = 0x38000000, LENGTH = 64K +BKPSRAM (xrw) : ORIGIN = 0x38800000, LENGTH = 64K +QSPIFLASH (rx) : ORIGIN = 0x90000000, LENGTH = 128M +SDRAM (xrw) : ORIGIN = 0xD0000000, LENGTH = 32M +} + +/* Define output sections */ +SECTIONS +{ + /* The startup code goes first into FLASH */ + .isr_vector : + { + . = ALIGN(4); + KEEP(*(.isr_vector)) /* Startup code */ + . = ALIGN(4); + } >FLASH + + /* The program code and other data goes into FLASH */ + .text : + { + . = ALIGN(4); + *(.text) /* .text sections (code) */ + *(.text*) /* .text* sections (code) */ + *(.glue_7) /* glue arm to thumb code */ + *(.glue_7t) /* glue thumb to arm code */ + *(.eh_frame) + + KEEP (*(.init)) + KEEP (*(.fini)) + + . = ALIGN(4); + _etext = .; /* define a global symbols at end of code */ + } >FLASH + + /* Constant data goes into FLASH */ + .rodata : + { + . = ALIGN(4); + *(.rodata) /* .rodata sections (constants, strings, etc.) */ + *(.rodata*) /* .rodata* sections (constants, strings, etc.) */ + . = ALIGN(4); + } >FLASH + + .ARM.extab : { *(.ARM.extab* .gnu.linkonce.armextab.*) } >FLASH + .ARM : { + __exidx_start = .; + *(.ARM.exidx*) + __exidx_end = .; + } >FLASH + + .preinit_array : + { + PROVIDE_HIDDEN (__preinit_array_start = .); + KEEP (*(.preinit_array*)) + PROVIDE_HIDDEN (__preinit_array_end = .); + } >FLASH + .init_array : + { + PROVIDE_HIDDEN (__init_array_start = .); + KEEP (*(SORT(.init_array.*))) + KEEP (*(.init_array*)) + PROVIDE_HIDDEN (__init_array_end = .); + } >FLASH + .fini_array : + { + PROVIDE_HIDDEN (__fini_array_start = .); + KEEP (*(SORT(.fini_array.*))) + KEEP (*(.fini_array*)) + PROVIDE_HIDDEN (__fini_array_end = .); + } >FLASH + + .nn_models : + { + . = ALIGN(4); + __models_section_start__ = .; + KEEP (*(.nn_models*)) + __models_section_end__ = .; + } >FLASH + + /* User_heap_stack section, used to check that there is enough RAM left */ + ._user_stack : + { + . = ALIGN(8); + _sstack = .; + . = . + _Min_Stack_Size; + _estack = .; + . = ALIGN(8); + } >DTCMRAM + + /* used by the startup to initialize data */ + _sidata = LOADADDR(.data); + + /* Initialized data sections goes into RAM, load LMA copy after code */ + .data : + { + . = ALIGN(4); + _sdata = .; /* create a global symbol at data start */ + *(.data) /* .data sections */ + *(.data*) /* .data* sections */ + + . = ALIGN(4); + _edata = .; /* define a global symbol at data end */ + } >DTCMRAM AT> FLASH + + + /* Uninitialized data section */ + . = ALIGN(4); + .bss : + { + /* This is used by the startup in order to initialize the .bss secion */ + _sbss = .; /* define a global symbol at bss start */ + __bss_start__ = _sbss; + *(.bss) + *(.bss*) + *(COMMON) + + . = ALIGN(4); + _ebss = .; /* define a global symbol at bss end */ + __bss_end__ = _ebss; + } >DTCMRAM + + /* Warning: looks like there is no heap overlow check in sbrk */ + ._user_heap : + { + . = ALIGN(8); + PROVIDE ( end = . ); + PROVIDE ( _end = . ); + . = . + _Min_Heap_Size; + . = ALIGN(8); + } >DTCMRAM + + ._qspi_flash : + { + *(.nn_weights*) + } >FLASH /* QSPIFLASH */ + + .nn_data (NOLOAD) : + { + *. = ORIGIN(AXIRAM); + *(*.nn_data_act) + *(.nn_data) + *(.nn_data*) + . = ALIGN(4); + } >AXIRAM + + /* Remove information from the standard libraries */ + /DISCARD/ : + { + libc.a ( * ) + libm.a ( * ) + libgcc.a ( * ) + } + + .ARM.attributes 0 : { *(.ARM.attributes) } +} + + diff --git a/apps/stm32/h747idisco/STM32H747XIHx_CM7_config4.ld b/apps/stm32/h747idisco/STM32H747XIHx_CM7_config4.ld new file mode 100644 index 000000000000..a7e11ba16081 --- /dev/null +++ b/apps/stm32/h747idisco/STM32H747XIHx_CM7_config4.ld @@ -0,0 +1,208 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + * + * Linker script for STM32H7 series + * 1024Kbytes FLASH and 192Kbytes RAM + * + * Set heap size, stack size and stack location according + * to application requirements. + * + * Set memory bank area and size if external memory is used. + * + * Target : STMicroelectronics STM32 + */ + +/* Entry Point */ +ENTRY(Reset_Handler) + +/* Highest address of the user mode stack */ +/* _estack = 0x24080000; */ /* end of AXIRAM */ +/*_estack = 0x20020000; */ /* end of DTCMRAM */ +/* Generate a link error if heap and stack don't fit into RAM */ +/* _Min_Heap_Size = 0x100000; */ /* 1MB 0x4000; */ /* required amount of heap */ +_Min_Heap_Size = 0x20000; +_Min_Stack_Size = 0x8000; /* required amount of stack */ + +/* Specify the memory areas */ +MEMORY +{ +ITCMRAM (xrw) : ORIGIN = 0x00000000, LENGTH = 64K +FLASH (rx) : ORIGIN = 0x08000000, LENGTH = 2048K +DTCMRAM (xrw) : ORIGIN = 0x20000000, LENGTH = 128K +AXIRAM (xrw) : ORIGIN = 0x24000000, LENGTH = 512K +SRAM123 (xrw) : ORIGIN = 0x30000000, LENGTH = 288K +SRAM4 (xrw) : ORIGIN = 0x38000000, LENGTH = 64K +BKPSRAM (xrw) : ORIGIN = 0x38800000, LENGTH = 64K +QSPIFLASH (rx) : ORIGIN = 0x90000000, LENGTH = 128M +SDRAM (xrw) : ORIGIN = 0xD0000000, LENGTH = 32M +} + +/* Define output sections */ +SECTIONS +{ + /* The startup code goes first into FLASH */ + .isr_vector : + { + . = ALIGN(4); + KEEP(*(.isr_vector)) /* Startup code */ + . = ALIGN(4); + } >FLASH + + + /* The program code and other data goes into FLASH */ + .text : + { + . = ALIGN(4); + *(.text) /* .text sections (code) */ + *(.text*) /* .text* sections (code) */ + *(.glue_7) /* glue arm to thumb code */ + *(.glue_7t) /* glue thumb to arm code */ + *(.eh_frame) + + KEEP (*(.init)) + KEEP (*(.fini)) + + . = ALIGN(4); + _etext = .; /* define a global symbols at end of code */ + } >FLASH + + /* Constant data goes into FLASH */ + .rodata : + { + . = ALIGN(4); + *(.rodata) /* .rodata sections (constants, strings, etc.) */ + *(.rodata*) /* .rodata* sections (constants, strings, etc.) */ + . = ALIGN(4); + } >FLASH + + .ARM.extab : { *(.ARM.extab* .gnu.linkonce.armextab.*) } >FLASH + .ARM : { + __exidx_start = .; + *(.ARM.exidx*) + __exidx_end = .; + } >FLASH + + .preinit_array : + { + PROVIDE_HIDDEN (__preinit_array_start = .); + KEEP (*(.preinit_array*)) + PROVIDE_HIDDEN (__preinit_array_end = .); + } >FLASH + .init_array : + { + PROVIDE_HIDDEN (__init_array_start = .); + KEEP (*(SORT(.init_array.*))) + KEEP (*(.init_array*)) + PROVIDE_HIDDEN (__init_array_end = .); + } >FLASH + .fini_array : + { + PROVIDE_HIDDEN (__fini_array_start = .); + KEEP (*(SORT(.fini_array.*))) + KEEP (*(.fini_array*)) + PROVIDE_HIDDEN (__fini_array_end = .); + } >FLASH + + .nn_models : + { + . = ALIGN(4); + __models_section_start__ = .; + KEEP (*(.nn_models*)) + __models_section_end__ = .; + } >FLASH + + /* User_heap_stack section, used to check that there is enough RAM left */ + ._user_stack : + { + . = ALIGN(8); + _sstack = .; + . = . + _Min_Stack_Size; + _estack = .; + . = ALIGN(8); + } >DTCMRAM /* AXIRAM DTCMRAM*/ + + /* Check if MY_MEMORY usage exceeds MY_MEMORY size */ +/* + ASSERT( LENGTH(MY_MEMORY) >= (__mysection_end__ - __mysection_start__), "MY_MEMORY memory overflowed !") +*/ + + /* used by the startup to initialize data */ + _sidata = LOADADDR(.data); + + /* Initialized data sections goes into RAM, load LMA copy after code */ + .data : + { + . = ALIGN(4); + _sdata = .; /* create a global symbol at data start */ + *(.data) /* .data sections */ + *(.data*) /* .data* sections */ + + . = ALIGN(4); + _edata = .; /* define a global symbol at data end */ + } >DTCMRAM AT> FLASH + + + /* Uninitialized data section */ + . = ALIGN(4); + .bss : + { + /* This is used by the startup in order to initialize the .bss secion */ + _sbss = .; /* define a global symbol at bss start */ + __bss_start__ = _sbss; + *(.bss) + *(.bss*) + *(COMMON) + + . = ALIGN(4); + _ebss = .; /* define a global symbol at bss end */ + __bss_end__ = _ebss; + } >DTCMRAM + + /* Warning: looks like there is no heap overlow check in sbrk */ + ._user_heap : + { + . = ALIGN(8); + PROVIDE ( end = . ); + PROVIDE ( _end = . ); + . = . + _Min_Heap_Size; + . = ALIGN(8); + } >SDRAM /* >SDRAM AXIRAM */ + + .params_external_flash : + { + *(.nn_weights*) + } >QSPIFLASH /* QSPIFLASH FLASH*/ + + .external_sdram (NOLOAD) : + { + *(*.nn_data_act) + /**(.nn_data*)*/ + } >SDRAM /*> SDRAM */ /* >AXIRAM*/ /* DTCMRAM */ + + /* Remove information from the standard libraries */ + /DISCARD/ : + { + libc.a ( * ) + libm.a ( * ) + libgcc.a ( * ) + } + + .ARM.attributes 0 : { *(.ARM.attributes) } +} + + diff --git a/apps/stm32/h747idisco/Src/Misc/aiTestTvmHelper.c b/apps/stm32/h747idisco/Src/Misc/aiTestTvmHelper.c new file mode 100644 index 000000000000..b672fa77a7d5 --- /dev/null +++ b/apps/stm32/h747idisco/Src/Misc/aiTestTvmHelper.c @@ -0,0 +1,294 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file aiTestTvmHelper.c + * \brief STM32 TVM Helper functions for STM32 AI test application + */ + +/* + * Description: + * + * + * History: + * - v1.0 - Initial version + */ + +#include +#include + +#include + +// ================================================== +// aiPlatformVersion +// ================================================== +void aiPlatformVersion (void) +{ + printf("\r\nAI platform (API %d.%d.%d - RUNTIME %d.%d.%d)\r\n", + AI_PLATFORM_API_MAJOR, + AI_PLATFORM_API_MINOR, + AI_PLATFORM_API_MICRO, + AI_PLATFORM_RUNTIME_MAJOR, + AI_PLATFORM_RUNTIME_MINOR, + AI_PLATFORM_RUNTIME_MICRO); +} + +// ================================================== +// aiLogErr +// ================================================== +void aiLogErr(const char *fct, const char * err) +{ + if (fct) { + printf ("E: AI error: %s - %s\r\n", fct, err); + } + else { + printf("E: AI error - %s\r\n", err); + } +} + +// ================================================== +// aiPrintLayoutBuffer +// ================================================== + +const char* _tvm_to_str(DLDataType dtype) +{ + if (dtype.code == kDLBfloat) + return "kDLBfloat"; + if (dtype.code == kDLFloat) + return "kDLFloat"; + else if (dtype.code == kDLUInt) + return "kDLUInt"; + else if (dtype.code == kDLInt) + return "kDLInt"; + else + return "??"; +} + + +void aiPrintLayoutBuffer (const char *msg, int idx, ai_tensor *tensor) +{ + DLTensor * dltensor = &tensor->dltensor; + DLDataType dtype = dltensor->dtype; + + printf("%s[%d] ", msg, idx); + + /* Data type/format */ + printf(" %s/%ubits(%u)", _tvm_to_str(dtype), dtype.bits, dtype.lanes); + + /* meta data */ + if (tensor->quant != NULL) { + const ai_quantization_info* info = tensor->quant; + printf(", scale=%f zp=%d (%d)", *info->scale, *(int *)info->zero_point, (int)info->dim); + } + + /* shape/size and @ */ + int32_t size = get_tensor_size (tensor); + printf(", %ld bytes, shape=(", size); + for (int i = 0; i < dltensor->ndim; ++i) { + if (i != 0) + printf(", "); + printf("%d", (int)dltensor->shape[i]); + } + printf("), (0x%08x)\r\n", (unsigned int)dltensor->data); +} + +// ================================================== +// aiPrintNetworkInfo +// ================================================== +void aiPrintNetworkInfo(ai_model_info *nn, ai_handle hdl) +{ + const char *name = nn->name; + const char *datetime = nn->datetime; + const char *revision = nn->revision; + const char *tool_version = nn->tool_version; + + uint32_t n_nodes = nn->n_nodes; + uint32_t n_inputs = nn->n_inputs; + uint32_t n_outputs = nn->n_outputs; + + uint32_t act_size = nn->activations_size; + uint32_t params_size = nn->params_size; + + ai_ptr params_addr = 0; + ai_ptr act_addr = 0; + + if (hdl) { + params_addr = ai_get_params(hdl); + act_addr = ai_get_activations(hdl); + } + + printf("\r\nNetwork configuration\r\n"); + printf(" Model name : %s\r\n", name); + printf(" Compile datetime : %s\r\n", datetime); + printf(" Tool revision : %s (%s)\r\n", revision, tool_version); + + printf("\r\nNetwork info\r\n"); + printf(" nodes : %ld\r\n", n_nodes); + printf(" activation : %ld bytes", act_size); + if (act_addr) + printf(" (0x%08x)\r\n", (int)act_addr); + else + printf(" - not initialized\r\n"); + printf(" params : %ld bytes", params_size); + if (params_addr) + printf(" (0x%08x)\r\n", (int)params_addr); + else + printf(" - not initialized\r\n"); + printf(" inputs/outputs : %lu/%lu\r\n", n_inputs, n_outputs); + + if (hdl == NULL) + return; + + for (int i = 0; i < n_inputs; i++) { + ai_tensor *input = ai_get_input(hdl, i); + aiPrintLayoutBuffer(" I", i, input); + } + + for (int i = 0; i < n_outputs; i++) { + ai_tensor *output = ai_get_output(hdl, i); + aiPrintLayoutBuffer(" O", i, output); + } +} + + +#if defined(NO_X_CUBE_AI_RUNTIME) && NO_X_CUBE_AI_RUNTIME == 1 + +#include "aiPbMgr.h" +#include + +static ai_buffer_format set_ai_buffer_format(DLDataType dtype) +{ + if ((dtype.code == kDLFloat) && (dtype.bits == 32)) + return AI_BUFFER_FORMAT_FLOAT; + if ((dtype.code == kDLUInt) && (dtype.bits == 8)) + return AI_BUFFER_FORMAT_U8; + if ((dtype.code == kDLInt) && (dtype.bits == 8)) + return AI_BUFFER_FORMAT_S8; + return AI_BUFFER_FORMAT_NONE; +} + +static void set_ai_buffer(ai_tensor *tensor, ai_buffer* to_) +{ + DLTensor * dltensor = &tensor->dltensor; + DLDataType dtype = dltensor->dtype; + + struct ai_buffer_ext *eto_ = (struct ai_buffer_ext *)to_; + + to_->n_batches = dltensor->shape[0]; + + if (dltensor->ndim == 2) { + to_->height = 1; + to_->width = 1; + to_->channels = dltensor->shape[1]; + } + else if (dltensor->ndim == 3) { + to_->height = dltensor->shape[1]; + to_->width = 1; + to_->channels = dltensor->shape[2]; + } + else if (dltensor->ndim == 4) { + to_->height = dltensor->shape[1]; + to_->width = dltensor->shape[2]; + to_->channels = dltensor->shape[3]; + } + + to_->data = (ai_handle)dltensor->data; + to_->format = set_ai_buffer_format(dtype); + to_->meta_info = NULL; + + if (tensor->quant != NULL) { + const ai_quantization_info* info = tensor->quant; + eto_->buffer.meta_info = (ai_buffer_meta_info *)&eto_->extra; + eto_->extra.scale = *info->scale; + eto_->extra.zero_point = *info->zero_point; + } + + return; +} + +void aiTvmToReport(ai_model_info *nn, ai_handle hdl, ai_network_report *report) +{ + const char *name = nn->name; + const char *datetime = nn->datetime; + const char *revision = nn->revision; + const char *tool_version = nn->tool_version; + + uint32_t n_nodes = nn->n_nodes; + uint32_t n_inputs = nn->n_inputs; + uint32_t n_outputs = nn->n_outputs; + + uint32_t act_size = nn->activations_size; + uint32_t params_size = nn->params_size; + + size_t size; + + const char *_null = "NULL"; + + ai_platform_version _version_api = { AI_PLATFORM_API_MAJOR, + AI_PLATFORM_API_MINOR, + AI_PLATFORM_API_MICRO, 0 }; + ai_platform_version _version_rt = { AI_PLATFORM_RUNTIME_MAJOR, + AI_PLATFORM_RUNTIME_MINOR, + AI_PLATFORM_RUNTIME_MICRO, 0}; + ai_platform_version _version_null = {0, 0, 0, 0 }; + + const ai_buffer _def_buffer = { AI_BUFFER_FORMAT_U8, 1, 1, 2, 1, NULL, NULL }; + + report->model_name = name; + report->model_signature = _null; + report->model_datetime = datetime; + report->compile_datetime = __DATE__ " " __TIME__; + report->runtime_revision = revision; + report->tool_revision = "TVM"; + + report->runtime_version = _version_rt; + report->tool_version = _version_api; + + report->tool_api_version = _version_null; + report->api_version = _version_null; + report->interface_api_version = _version_null; + + report->n_macc = 1; + + report->n_inputs = n_inputs; + size = report->n_inputs * sizeof(struct ai_buffer_ext); + report->inputs = (ai_buffer *)malloc(size); + for (int idx=0; idxn_inputs; idx++) { + ai_tensor *input = ai_get_input(hdl, idx); + set_ai_buffer(input, &report->inputs[idx]); + } + + report->n_outputs = n_outputs; + size = report->n_outputs * sizeof(struct ai_buffer_ext); + report->outputs = (ai_buffer *)malloc(size); + for (int idx=0; idxn_outputs; idx++) { + ai_tensor *output = ai_get_output(hdl, idx); + set_ai_buffer(output, &report->outputs[idx]); + } + + report->n_nodes = n_nodes; + report->signature = (ai_signature)0; + + report->activations = _def_buffer; + report->activations.channels = (int)act_size; + report->params = _def_buffer; + report->params.channels = (int)params_size; +} + +#endif diff --git a/apps/stm32/h747idisco/Src/Misc/aiTestUtility.c b/apps/stm32/h747idisco/Src/Misc/aiTestUtility.c new file mode 100644 index 000000000000..8d386532320d --- /dev/null +++ b/apps/stm32/h747idisco/Src/Misc/aiTestUtility.c @@ -0,0 +1,730 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file aiTestUtility.c + * \brief STM32 Utility functions for STM32 AI test application + */ + +/* + * Description: + * + * History: + * - v1.0 - initial version (from initial aiSystemPerformance file - v5.1) + * - v1.1 - add Arm Compiler 6 support (MDK) + * - v1.2 - add io low level code to manage a COM through the STM32 USB CDC profile + * enabled with the USE_USB_CDC_CLASS = 1 define. + * - v1.3 - Fix compilation issue for H7 dual core + */ + +/* + * NOTE about the USE_USB_CDC_CLASS support + * + * When USE_USB_CDC_CLASS is set to 1 the code to manage the + * STM32 USB_DEVICE and the CDC class should added in the project. + * + * CDC_Receive_FS()/CDC_Control_FS() functions (file: "usb_cdc_if.c") + * should be adapted/patched + * + * o CDC_Receive_FS() to handle the received data + * ... + * static int8_t CDC_Receive_FS(uint8_t* Buf, uint32_t *Len) { + * extern void ioPushInUserUsb(uint8_t *pw, uint32_t *len); + * ioPushInUserUsb(Buf, Len); + * USBD_CDC_SetRxBuffer(&hUsbDeviceFS, &Buf[0]); + * USBD_CDC_ReceivePacket(&hUsbDeviceFS); + * return (USBD_OK); + * } + * ... + * + * o CDC_Control_FS() to return the valid data for CDC_GET_LINE_CODING + * request.This is requested by the Python module in charge of the + * Serial COM with the validation process. + * + * ... + * case CDC_GET_LINE_CODING: + * + * if (length == 7) { + * *(uint32_t *)pbuf = 115200; + * pbuf[4] = 0; + * pbuf[5] = 0; + * pbuf[6] = 8; + * } + * + * break; + * ... + * + */ + +#include +#include + +#include + +#ifndef USE_USB_CDC_CLASS +#define USE_USB_CDC_CLASS 0 +#endif + + +/* ----------------------------------------------------------------------------- + * Sanity check + * ----------------------------------------------------------------------------- + */ + +#if defined(__GNUC__) && !defined(__ARMCC_VERSION) + +#elif defined(__ICCARM__) + +#if _APP_HEAP_MONITOR_ == 1 +#undef _APP_HEAP_MONITOR_ +#define _APP_HEAP_MONITOR_ 0 +#error HEAP monitor is not YET supported +#endif + +#elif defined(__CC_ARM) || defined(__ARMCC_VERSION) + +#if _APP_STACK_MONITOR_ == 1 +#undef _APP_STACK_MONITOR_ +#define _APP_STACK_MONITOR_ 0 +#error STACK monitor is not YET supported +#endif + +#if _APP_HEAP_MONITOR_ == 1 +#undef _APP_HEAP_MONITOR_ +#define _APP_HEAP_MONITOR_ 0 +#error HEAP monitor is not YET supported +#endif + +#else + +#error ARM MCU tool chain is not supported + +#endif + + +/* ----------------------------------------------------------------------------- + * IO functions + * ----------------------------------------------------------------------------- + */ + +#if defined(__GNUC__) && !defined(__ARMCC_VERSION) +#include +#include /* STDOUT_FILENO, STDERR_FILENO */ +#elif defined (__ICCARM__) +#if (__IAR_SYSTEMS_ICC__ <= 8) +/* Temporary workaround - LowLevelIOInterface.h seems not available + with IAR 7.80.4 */ +#define _LLIO_STDIN 0 +#define _LLIO_STDOUT 1 +#define _LLIO_STDERR 2 +#define _LLIO_ERROR ((size_t)-1) /* For __read and __write. */ +#else +#include /* _LLIO_STDOUT, _LLIO_STDERR */ +#endif + +#elif defined (__CC_ARM) || defined(__ARMCC_VERSION) + +#endif + +#if defined(USE_USB_CDC_CLASS) && USE_USB_CDC_CLASS == 1 + +#include "usbd_cdc_if.h" + +#define _MAX_USB_USER_ELEM (128) + +uint8_t _usb_fifo[_MAX_USB_USER_ELEM]; +volatile uint32_t _usb_nb_w_item = 0; +volatile uint32_t _usb_nb_r_item = 0; +uint8_t *_usb_p_read = &_usb_fifo[0]; +uint8_t *_usb_p_write = &_usb_fifo[0]; + +#endif + +extern UART_HandleTypeDef UartHandle; + +static bool _ioWriteAllowed = true; + +int ioRawGetUint8(uint8_t *c, uint32_t timeout) +{ + HAL_StatusTypeDef status; + + if (!c) + return -1; + + status = HAL_UART_Receive(&UartHandle, (uint8_t *)c, 1, + timeout); + + if (status == HAL_TIMEOUT) + return -1; + + return (status == HAL_OK ? 1 : 0); +} + +#if defined(USE_USB_CDC_CLASS) && USE_USB_CDC_CLASS == 1 + +void ioPushInUserUsb(uint8_t *pw, uint32_t *len) +{ + uint8_t *pr = pw; + for (int i=0; i < *len; i++) { + *_usb_p_write++ = *pr++; + if (_usb_p_write == &_usb_fifo[_MAX_USB_USER_ELEM]) + _usb_p_write = &_usb_fifo[0]; + _usb_nb_w_item++; + } +} + +bool ioRawWriteBuffer(uint8_t *buff, int count) +{ + HAL_StatusTypeDef status = HAL_OK; + while (USBD_BUSY == CDC_Transmit_FS(buff, count)); + // CDC_Transmit_FS(buff, count); + return (status == HAL_OK); +} + +bool ioRawReadBuffer(uint8_t *buff, int count) +{ + HAL_StatusTypeDef status = HAL_OK; + while ((_usb_nb_w_item - _usb_nb_r_item) < count) {}; + + uint8_t *pw = buff; + for (int i=0; i < count; i++) { + *pw++ = *_usb_p_read++; + if (_usb_p_read == &_usb_fifo[_MAX_USB_USER_ELEM]) + _usb_p_read = &_usb_fifo[0]; + _usb_nb_r_item++; + } + return (status == HAL_OK); +} + +void ioRawDisableLLWrite(void) +{ +} + +#else + +bool ioRawWriteBuffer(uint8_t *buff, int count) +{ + HAL_StatusTypeDef status; + + status = HAL_UART_Transmit(&UartHandle, buff, count, HAL_MAX_DELAY); + + return (status == HAL_OK); +} + +bool ioRawReadBuffer(uint8_t *buff, int count) +{ + HAL_StatusTypeDef status; + + status = HAL_UART_Receive(&UartHandle, buff, count, HAL_MAX_DELAY); + + return (status == HAL_OK); +} + +void ioRawDisableLLWrite(void) +{ + _ioWriteAllowed = false; +} + +#endif + +#if defined(__GNUC__) && !defined(__ARMCC_VERSION) + +int _write(int fd, const void *buff, int count); + +int _write(int fd, const void *buff, int count) +{ + HAL_StatusTypeDef status; + + if ((count < 0) && (fd != STDOUT_FILENO) && (fd != STDERR_FILENO)) { + errno = EBADF; + return -1; + } + + if (_ioWriteAllowed) + status = HAL_UART_Transmit(&UartHandle, (uint8_t *)buff, count, + HAL_MAX_DELAY); + else + status = HAL_OK; + + return (status == HAL_OK ? count : 0); +} + +#elif defined (__ICCARM__) + +__ATTRIBUTES size_t __write(int handle, const unsigned char *buffer, + size_t size); + +__ATTRIBUTES size_t __write(int handle, const unsigned char *buffer, + size_t size) +{ + HAL_StatusTypeDef status; + + /* + * This means that we should flush internal buffers. Since we + * don't we just return. (Remember, "handle" == -1 means that all + * handles should be flushed.) + */ + if (buffer == 0) + return 0; + + /* This template only writes to "standard out" and "standard err", + * for all other file handles it returns failure. + */ + if ((handle != _LLIO_STDOUT) && (handle != _LLIO_STDERR)) + return _LLIO_ERROR; + + if (_ioWriteAllowed) + status = HAL_UART_Transmit(&UartHandle, (uint8_t *)buffer, size, + HAL_MAX_DELAY); + else + status = HAL_OK; + + return (status == HAL_OK ? size : _LLIO_ERROR); +} + +#elif defined (__CC_ARM) || defined(__ARMCC_VERSION) + +int fputc(int ch, FILE *f) +{ + if (_ioWriteAllowed) + HAL_UART_Transmit(&UartHandle, (uint8_t *)&ch, 1, + HAL_MAX_DELAY); + + return ch; +} + +#else +#error ARM MCU tool-chain is not supported. +#endif + + +/* ----------------------------------------------------------------------------- + * HEAP Monitor functions + * ----------------------------------------------------------------------------- + */ + + +#if defined(__GNUC__) && !defined(__ARMCC_VERSION) + +#define MAGIC_MALLOC_NUMBER 0xefdcba98 + +struct io_malloc io_malloc; + +void* __real_malloc(size_t bytes); +void __real_free(void *ptr); + +void* __wrap_malloc(size_t bytes) +{ + uint8_t *ptr; + + io_malloc.cfg |= 1 << 1; + + /* ensure alignment for magic number */ + bytes = (bytes + 3) & ~3; + + /* add 2x32-bit for size and magic number */ + ptr = (uint8_t*)__real_malloc(bytes + 8); + + /* remember size */ + if (ptr) { + *((uint32_t*)ptr) = bytes; + *((uint32_t*)(ptr + 4 + bytes)) = MAGIC_MALLOC_NUMBER; + } + + if ((ptr) && (io_malloc.cfg & 1UL)) { + io_malloc.alloc_req++; + io_malloc.alloc += bytes; + + io_malloc.used += bytes; + + if (io_malloc.used > io_malloc.max) { + io_malloc.max = io_malloc.used; + } + +#if _IO_MALLOC_TRACK_MODE == 1 + io_malloc.a_ptr[io_malloc.a_idx] = (ptr + 4); + io_malloc.a_s[io_malloc.a_idx] = bytes; + io_malloc.a_idx++; + + if (io_malloc.a_idx >= _IO_MALLOC_TRACK_MODE) + io_malloc.a_idx = 0; +#endif + } + return ptr?(ptr + 4):NULL; +} + +void __wrap_free(void *ptr) +{ + uint8_t* p; + uint32_t bytes; + + io_malloc.cfg |= 1 << 2; + + if (!ptr) + return; + + p = (uint8_t*)ptr - 4; + bytes = *((uint32_t*)p); + + if (*((uint32_t*)(p + 4 + bytes)) == MAGIC_MALLOC_NUMBER) { + *((uint32_t*)(p + 4 + bytes)) = 0; + } + + if (io_malloc.cfg & 1UL) { + io_malloc.free_req++; + io_malloc.free += bytes; + io_malloc.used -= bytes; + +#if _IO_MALLOC_TRACK_MODE == 1 + io_malloc.f_ptr[io_malloc.f_idx] = ptr; + io_malloc.f_s[io_malloc.f_idx] = bytes; + io_malloc.f_idx++; + + if (io_malloc.f_idx >= _IO_MALLOC_TRACK_MODE) + io_malloc.f_idx = 0; +#endif + } + __real_free(p); +} + +#endif + + +/* ----------------------------------------------------------------------------- + * STACK Monitor functions + * ----------------------------------------------------------------------------- + */ + +#if defined(__GNUC__) && !defined(__ARMCC_VERSION) +extern uint32_t _estack[]; +#elif defined (__ICCARM__) +extern int CSTACK$$Limit; +extern int CSTACK$$Base; +#endif + +struct io_stack io_stack; + +void stackMonInit(uint32_t ctrl, uint32_t cstack, uint32_t msize) +{ + memset(&io_stack, 0, sizeof(struct io_stack)); + + /* Reading ARM Core registers */ + io_stack.ctrl = ctrl; + io_stack.cstack = cstack; + +#if defined(__GNUC__) && !defined(__ARMCC_VERSION) + io_stack.estack = (uint32_t)_estack; + io_stack.bstack = io_stack.estack - msize; + io_stack.mstack_size = msize; +#elif defined (__ICCARM__) + io_stack.estack = (uint32_t)&CSTACK$$Limit; + io_stack.bstack = (uint32_t)&CSTACK$$Base; + io_stack.mstack_size = (uint32_t)&CSTACK$$Limit - (uint32_t)&CSTACK$$Base; +#endif + + /* Check that MSP is the active stack */ + if (io_stack.ctrl & CONTROL_SPSEL_Msk) { + printf("E: MSP is not the active stack (stack monitoring is disabled)\r\n"); + io_stack.stack_mon = false; + } else + io_stack.stack_mon = true; + + /* Calculating used stack before test */ + io_stack.ustack_size = io_stack.estack - io_stack.cstack; + + if ((io_stack.stack_mon) && (io_stack.ustack_size > io_stack.mstack_size)) { + printf("E: !stack overflow detected %d > %d\r\n", (int)io_stack.ustack_size, + (int)io_stack.mstack_size); + io_stack.stack_mon = false; + } +} + +/* ----------------------------------------------------------------------------- + * HW-setting functions + * ----------------------------------------------------------------------------- + */ + +struct cyclesCount cyclesCount; + +__STATIC_INLINE void crcIpInit(void) +{ +#if defined(STM32H7) + /* By default the CRC IP clock is enabled */ + __HAL_RCC_CRC_CLK_ENABLE(); +#elif defined(STM32MP1) + __HAL_RCC_CRC2_CLK_ENABLE(); +#else + if (!__HAL_RCC_CRC_IS_CLK_ENABLED()) + printf("W: CRC IP clock is NOT enabled\r\n"); + + /* By default the CRC IP clock is enabled */ + __HAL_RCC_CRC_CLK_ENABLE(); +#endif +} + +void dwtIpInit(void) +{ + CoreDebug->DEMCR |= CoreDebug_DEMCR_TRCENA_Msk; + +#ifdef STM32F7 + DWT->LAR = 0xC5ACCE55; +#endif + + DWT->CYCCNT = 0; + DWT->CTRL |= DWT_CTRL_CYCCNTENA_Msk | DWT_CTRL_CPIEVTENA_Msk; + +} + +uint32_t systemCoreClock(void) +{ +#if defined(STM32MP1) + return HAL_RCC_GetSystemCoreClockFreq(); +#elif !defined(STM32H7) + return HAL_RCC_GetHCLKFreq(); +#else + return HAL_RCC_GetSysClockFreq(); +#endif +} + +int dwtCyclesToTime(uint64_t clks, struct dwtTime *t) +{ + if (!t) + return -1; + uint32_t fcpu = systemCoreClock(); + uint64_t s = clks / fcpu; + uint64_t ms = (clks * 1000) / fcpu; + uint64_t us = (clks * 1000 * 1000) / fcpu; + ms -= (s * 1000); + us -= (ms * 1000 + s * 1000000); + t->fcpu = fcpu; + t->s = s; + t->ms = ms; + t->us = us; + return 0; +} + +float dwtCyclesToFloatMs(uint64_t clks) +{ + float res; + float fcpu = (float)systemCoreClock(); + res = ((float)clks * (float)1000.0) / fcpu; + return res; +} + +__STATIC_INLINE const char *devIdToStr(uint16_t dev_id) +{ + /* DEV_ID field from DBGMCU register */ + const char *str; + switch (dev_id) { + case 0x422: str = "STM32F303xB/C"; break; + case 0x438: str = "STM32F303x6/8"; break; + case 0x446: str = "STM32F303xD/E"; break; + case 0x431: str = "STM32F411xC/E"; break; + case 0x423: str = "STM32F401xB/C"; break; + case 0x433: str = "STM32F401xD/E"; break; + case 0x435: str = "STM32L43xxx"; break; + case 0x462: str = "STM32L45xxx"; break; + case 0x415: str = "STM32L4x6xx"; break; + case 0x470: str = "STM32L4Rxxx"; break; + case 0x472: str = "STM32L5[5,6]2xx"; break; + case 0x449: str = "STM32F74xxx"; break; + case 0x450: str = "STM32H743/53/50xx and STM32H745/55/47/57xx"; break; /* see RM0433 & RM0399 */ + case 0x451: str = "STM32F7[6,7]xxx"; break; /* see RM0410 */ + default: str = "UNKNOWN"; + } + return str; +} + +#if defined(DUAL_CORE) && defined(STM32H7) && defined(CORE_CM4) +#define _STM32H7_DUAL_CORE_CM4 +#endif + +#if !defined(STM32F3) && !defined(STM32MP1) && !defined(_STM32H7_DUAL_CORE_CM4) +__STATIC_INLINE const char* bitToStr(uint32_t val) +{ + if (val) + return "True"; + else + return "False"; +} +#endif + +static uint32_t mconf; + +uint32_t getFlashCacheConf(void) +{ + return mconf; +} + +__STATIC_INLINE void _stackInfoLog(void) +{ +#if defined(__GNUC__) || defined(__ICCARM__) + uint32_t sstack; /* start of stack @ */ + uint32_t estack; /* end of stack @ */ + uint32_t stack_size; /* stack size */ +#if defined(__GNUC__) + extern uint32_t _sstack[]; + extern uint32_t _estack[]; + sstack = (uint32_t)_sstack; + estack = (uint32_t)_estack; + stack_size = (uint32_t)_estack - (uint32_t)_sstack; +#elif defined(__ICCARM__) + extern int CSTACK$$Limit; + extern int CSTACK$$Base; + sstack = (uint32_t)&CSTACK$$Base; + estack = (uint32_t)&CSTACK$$Limit; + stack_size = (uint32_t)&CSTACK$$Limit - (uint32_t)&CSTACK$$Base; +#endif + + printf(" System stack : 0x%08x:0x%08x (%u bytes)\r\n", + (unsigned int)sstack, (unsigned int)estack, + (unsigned int)stack_size); +#endif +} + +void systemSettingLog(void) +{ + struct dwtTime t; + uint32_t st; + +#if !defined(STM32F3) && !defined(STM32L5) + uint32_t acr = FLASH->ACR ; +#endif + uint32_t val; + + /* Display ARM Complier version */ + +#if defined (__ARMCC_VERSION) && (__ARMCC_VERSION >= 6010050) + printf("Compiled with MDK-ARM Keil (Arm Compiler 6) %d\r\n", __ARMCC_VERSION); +#elif defined(__GNUC__) + printf("Compiled with GCC %d.%d.%d\r\n", __GNUC__, __GNUC_MINOR__, + __GNUC_PATCHLEVEL__); +#elif defined(__ICCARM__) + printf("Compiled with IAR %d (build %d)\r\n", __IAR_SYSTEMS_ICC__, + __BUILD_NUMBER__ + ); +#elif defined (__CC_ARM) + printf("Compiled with MDK-ARM Keil %d\r\n", __ARMCC_VERSION); +#endif + + + /* Display Device configuration */ + + printf("\r\nSTM32 Runtime configuration\r\n"); + + printf(" Device : DevID:0x%04x (%s) RevID:0x%04x\r\n", + (int)HAL_GetDEVID(), + devIdToStr(HAL_GetDEVID()), + (int)HAL_GetREVID() + ); + + printf(" Core Arch. : M%d - %s %s\r\n", + __CORTEX_M, +#if (__FPU_PRESENT == 1) + "FPU PRESENT", + __FPU_USED ? "and used" : "and not used!" +#else + "!FPU NOT PRESENT", + "" +#endif + ); + +#if (__FPU_PRESENT == 1) && __FPU_USED + mconf = (1 << 16); /* FPU present and used */ +#endif + + printf(" HAL version : 0x%08x\r\n", (int)HAL_GetHalVersion()); + + val = systemCoreClock()/1000000; + +#if !defined(STM32H7) + printf(" system clock : %u MHz\r\n", (int)val); +#else + printf(" SYSCLK clock : %u MHz\r\n", (int)val); + printf(" HCLK clock : %u MHz\r\n", (int)HAL_RCC_GetHCLKFreq()/1000000); +#endif + +#if defined(STM32F7) || defined(STM32H7) + val = SCB->CCR; +#if !defined(STM32H7) + mconf |= (2 << 24); /* F7 conf. */ + mconf |= ((acr & FLASH_ACR_LATENCY_Msk) >> FLASH_ACR_LATENCY_Pos); + if ((acr & FLASH_ACR_PRFTEN_Msk) >> FLASH_ACR_PRFTEN_Pos) + mconf |= (1 << 8); + if ((acr & FLASH_ACR_ARTEN_Msk) >> FLASH_ACR_ARTEN_Pos) + mconf |= (1 << 9); + printf(" FLASH conf. : ACR=0x%08x - Prefetch=%s ART=%s latency=%d\r\n", + (int)acr, + bitToStr((acr & FLASH_ACR_PRFTEN_Msk) >> FLASH_ACR_PRFTEN_Pos), + bitToStr((acr & FLASH_ACR_ARTEN_Msk) >> FLASH_ACR_ARTEN_Pos), + (int)((acr & FLASH_ACR_LATENCY_Msk) >> FLASH_ACR_LATENCY_Pos)); +#else + mconf |= (3 << 24); /* H7 conf. */ + mconf |= (acr & FLASH_ACR_LATENCY_Msk) >> FLASH_ACR_LATENCY_Pos; + printf(" FLASH conf. : ACR=0x%08x - latency=%d\r\n", + (int)acr, + (int)((acr & FLASH_ACR_LATENCY_Msk) >> FLASH_ACR_LATENCY_Pos)); +#endif +#if !defined(CORE_CM4) + if (val & SCB_CCR_IC_Msk) + mconf |= (1 << 10); + if (val & SCB_CCR_DC_Msk) + mconf |= (1 << 11); + printf(" CACHE conf. : $I/$D=(%s,%s)\r\n", + bitToStr(val & SCB_CCR_IC_Msk), + bitToStr(val & SCB_CCR_DC_Msk)); +#endif +#else +#if !defined(STM32F3) && !defined(STM32L5) && !defined(STM32MP1) + mconf |= (1 << 24); /* F4/L4 conf. */ + mconf |= ((acr & FLASH_ACR_LATENCY_Msk) >> FLASH_ACR_LATENCY_Pos); + if ((acr & FLASH_ACR_PRFTEN_Msk) >> FLASH_ACR_PRFTEN_Pos) + mconf |= (1 << 8); + if ((acr & FLASH_ACR_ICEN_Msk) >> FLASH_ACR_ICEN_Pos) + mconf |= (1 << 9); + if ((acr & FLASH_ACR_DCEN_Msk) >> FLASH_ACR_DCEN_Pos) + mconf |= (1 << 10); + printf(" FLASH conf. : ACR=0x%08x - Prefetch=%s $I/$D=(%s,%s) latency=%d\r\n", + (int)acr, + bitToStr((acr & FLASH_ACR_PRFTEN_Msk) >> FLASH_ACR_PRFTEN_Pos), + bitToStr((acr & FLASH_ACR_ICEN_Msk) >> FLASH_ACR_ICEN_Pos), + bitToStr((acr & FLASH_ACR_DCEN_Msk) >> FLASH_ACR_DCEN_Pos), + (int)((acr & FLASH_ACR_LATENCY_Msk) >> FLASH_ACR_LATENCY_Pos)); +#endif +#if defined(STM32L5) + printf(" ICACHE : %s\r\n", bitToStr(READ_BIT(ICACHE->CR, ICACHE_CR_EN))); +#endif +#endif + + /* Init CRC and DWT */ + crcIpInit(); + dwtIpInit(); + + /* Display HAL tick Calibration */ + dwtReset(); + HAL_Delay(100); + st = dwtGetCycles(); + dwtCyclesToTime(st/100, &t); + + printf(" Calibration : HAL_Delay(1)=%d.%03d ms\r\n", + t.s * 100 + t.ms, t.us); + + _stackInfoLog(); +} + diff --git a/apps/stm32/h747idisco/Src/SystemPerformance/aiSystemPerformance.c b/apps/stm32/h747idisco/Src/SystemPerformance/aiSystemPerformance.c new file mode 100644 index 000000000000..4cb50d572868 --- /dev/null +++ b/apps/stm32/h747idisco/Src/SystemPerformance/aiSystemPerformance.c @@ -0,0 +1,520 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file aiSystemPerformance.c + * \brief Entry points for AI system performance application. + * Simple STM32 application to measure and report the system + * performance of a generated model. + */ + +#include +#include +#include +#include +#include + +/* Specific AI test application */ +#include + +#include +#include + +/* AI header files */ +#include "ai_runtime_api.h" + +// +// MIN_STACK_SIZE +// +extern uint32_t _estack; +extern uint32_t _sstack; + +uint32_t estack_addr = (uint32_t) (&_estack); +uint32_t sstack_addr = (uint32_t) (&_sstack); + +/* ----------------------------------------------------------------------------- + * TEST-related definitions + * ----------------------------------------------------------------------------- + */ + +#define _APP_VERSION_MAJOR_ (0x01) +#define _APP_VERSION_MINOR_ (0x00) +#define _APP_VERSION_ ((_APP_VERSION_MAJOR_ << 8) | _APP_VERSION_MINOR_) +#define _APP_NAME_ "STM32 - TVM System performance application" + +#define _APP_ITER_ 10 /* number of iteration for perf. test */ + +static bool profiling_mode = false; +static int profiling_factor = 5; + +#define _MAX_AI_MNETWORK_NUMBER (4) +#define _MAX_AI_INPUTS_COUNT (2) +// For now TVM generator only supports single output models. +#define _MAX_AI_OUTPUTS_COUNT (1) + +struct network_exec_ctx { + ai_handle hdl; + ai_ptr activations; + ai_ptr inputs[_MAX_AI_INPUTS_COUNT]; + ai_ptr outputs[_MAX_AI_OUTPUTS_COUNT]; +} net_exec_ctx[_MAX_AI_MNETWORK_NUMBER]; + + +/* ----------------------------------------------------------------------------- + * AI-related functions + * ----------------------------------------------------------------------------- + */ + +static void aiDone(struct network_exec_ctx *ctx) +{ + printf("Releasing the instance...\r\n"); + + if (ctx->hdl != AI_HANDLE_NULL) { + // + // Free the activations if the model does not include built-in + // activation storage. + // + if (ctx->activations != NULL) { + free(ctx->activations); + } + if (ai_destroy(ctx->hdl) != AI_STATUS_OK) { + const char * err = ai_get_error(ctx->hdl); + aiLogErr("ai_destroy", err); + } + memset(ctx, 0, sizeof(struct network_exec_ctx)); + } +} + +static int aiBootstrap(ai_model_info* nn, struct network_exec_ctx *ctx) +{ + const char * nn_name = AI_MODEL_name(nn); + + ai_status err = AI_STATUS_OK; + + /* Creating the instance */ + printf("Creating the instance for the model \"%s\"..\r\n", nn_name); + + // + // Allocate the activations if the model does not include built-in + // activation storage. + // + if (AI_MODEL_activations(nn) != NULL) { + ctx->activations = NULL; + err = ai_create(nn, AI_MODEL_activations(nn), &ctx->hdl); + } + else { + ctx->activations = (ai_ptr)malloc(AI_MODEL_activations_size(nn)); + err = ai_create(nn, ctx->activations, &ctx->hdl); + } + + if (err != AI_STATUS_OK) { + const char * msg = ai_get_error(ctx->hdl); + aiLogErr("ai_create", msg); + return -1; + } + + /* Display network instance info */ + aiPrintNetworkInfo(nn, ctx->hdl); + + return 0; +} + +static void aiDeInit(void) +{ + for (int idx=0; idx < _MAX_AI_MNETWORK_NUMBER; idx++) { + aiDone(&net_exec_ctx[idx]); + } +} + +static int aiInit(void) +{ + int res; + int idx; + + aiPlatformVersion(); + + /* clean APP network instance context */ + for (idx=0; idx < _MAX_AI_MNETWORK_NUMBER; idx++) { + memset(&net_exec_ctx[idx], 0, sizeof(struct network_exec_ctx)); + } + + /* discover and create the instances */ + idx = 0; + for (ai_model_iterator it = ai_model_iterator_begin(); + it != ai_model_iterator_end(); + it = ai_model_iterator_next(it)) { + + ai_model_info *nn = ai_model_iterator_value(it); + + printf("\r\nFound the model \"%s\" (idx=%d)\r\n", nn->name, idx); + + res = aiBootstrap(nn, &net_exec_ctx[idx]); + if (res) { + aiDeInit(); + return res; + } + idx++; + } + + return 0; +} + + +/* ----------------------------------------------------------------------------- + * Specific APP/test functions + * ----------------------------------------------------------------------------- + */ + +static int aiTestPerformance(int idx) +{ + int iter; + int niter; + struct dwtTime t; + uint64_t tcumul; + uint64_t tend; + uint64_t tmin; + uint64_t tmax; + + ai_handle handle = net_exec_ctx[idx].hdl; + ai_status status = AI_STATUS_OK; + + if (handle == AI_HANDLE_NULL) { + printf("E: network handle is NULL (idx=%d)\r\n", idx); + return -1; + } + + MON_STACK_INIT(estack_addr-sstack_addr); + + if (profiling_mode) + niter = _APP_ITER_ * profiling_factor; + else + niter = _APP_ITER_; + + printf("\r\nRunning PerfTest on \"%s\" with random inputs (%d iterations)...\r\n", ai_get_name(handle), niter); + + MON_STACK_CHECK0(); + + /* reset/init cpu clock counters */ + tcumul = 0ULL; + tmin = UINT64_MAX; + tmax = 0UL; + + MON_STACK_MARK(); + + uint16_t n_inputs = ai_get_input_size(handle); + uint16_t n_outputs = ai_get_output_size(handle); + + // + // Allocate input/output tensors + // + for (int i = 0; i < n_inputs; i++) { + ai_tensor *input_tensor = ai_get_input(handle, i); + DLTensor *tensor = get_dltensor (input_tensor); + if (tensor->data == NULL) { + uint32_t bytes = get_tensor_size (input_tensor); + net_exec_ctx[idx].inputs[i] = (ai_ptr)malloc(bytes); + tensor->data = net_exec_ctx[idx].inputs[i]; + } + } + for (int i = 0; i < n_outputs; i++) { + ai_tensor *output_tensor = ai_get_output(handle, i); + DLTensor * tensor = get_dltensor (output_tensor); + if (tensor->data == NULL) { + uint32_t bytes = get_tensor_size (output_tensor); + net_exec_ctx[idx].outputs[i] = (ai_ptr)malloc(bytes); + tensor->data = net_exec_ctx[idx].outputs[i]; + } + } + + if (profiling_mode) { + printf("Profiling mode (%d)...\r\n", profiling_factor); + fflush(stdout); + } + + MON_ALLOC_RESET(); + + for (iter = 0; iter < niter; iter++) { + + // + // Fill input vectors + // + + for (int ii = 0; ii < n_inputs; ii++) { + ai_tensor * input_tensor = ai_get_input(handle, ii); + DLTensor * input = &input_tensor->dltensor; + if (input == NULL) { + printf("E: corrupted inputs ...\r\n"); + HAL_Delay(100); + return -1; + } + + DLDataType dtype = input->dtype; + + if (dtype.lanes > 1) { + printf("E: vector inputs are not supported ...\r\n"); + HAL_Delay(100); + return -1; + } + + if (dtype.code == kDLBfloat) { + printf("E: Double float inputs are not supported ...\r\n"); + HAL_Delay(100); + return -1; + } + + // Compute input tensor size in bytes + uint32_t size = get_tensor_size (input_tensor); + int8_t * in_data = (int8_t*)input->data; + + for (int i = 0; i < size; ++i) { + // + // uniform distribution between -1.0 and 1.0 + // + const float v = 2.0f * (float) rand() / (float) RAND_MAX - 1.0f; + if (dtype.code == kDLFloat) { + *(float *)(in_data + i * 4) = v; + } + else { + in_data[i] = (int8_t)(v * 127); + } + } + } // n_inputs + MON_ALLOC_ENABLE(); + + cyclesCounterStart(); + status = ai_run(handle); + + if (status != AI_STATUS_OK) { + const char * err = ai_get_error(handle); + aiLogErr("ai_run", err); + break; + } + tend = cyclesCounterEnd(); + + MON_ALLOC_DISABLE(); + + if (tend < tmin) + tmin = tend; + if (tend > tmax) + tmax = tend; + tcumul += tend; + dwtCyclesToTime(tend, &t); + +#if _APP_DEBUG_ == 1 + printf(" #%02d %8d.%03dms (%lu cycles)\r\n", iter, t.ms, t.us, tend); +#else + + if (!profiling_mode) { + if (t.s > 10) + niter = iter; + printf("."); + fflush(stdout); + } +#endif + } + +#if _APP_DEBUG_ != 1 + printf("\r\n"); +#endif + + // + // Free input/output storage + // + for (int i = 0; i < n_inputs; i++) { + if (net_exec_ctx[idx].inputs[i] != NULL) { + ai_tensor *input_tensor = ai_get_input(handle, i); + DLTensor *tensor = get_dltensor (input_tensor); + free (net_exec_ctx[idx].inputs[i]); + net_exec_ctx[idx].inputs[i] = NULL; + tensor->data = NULL; + } + } + for (int i = 0; i < n_outputs; i++) { + if (net_exec_ctx[idx].outputs[i] != NULL) { + ai_tensor *output_tensor = ai_get_output(handle, i); + DLTensor *tensor = get_dltensor (output_tensor); + free (net_exec_ctx[idx].outputs[i]); + net_exec_ctx[idx].outputs[i] = NULL; + tensor->data = NULL; + } + } + + MON_STACK_EVALUATE(); + + printf("\r\n"); + + tcumul /= (uint64_t)iter; + dwtCyclesToTime(tcumul, &t); + + printf("Results for \"%s\", %d inference(s) @%ldMHz/%ldMHz\r\n", + ai_get_name(handle), iter, + HAL_RCC_GetSysClockFreq() / 1000000, + HAL_RCC_GetHCLKFreq() / 1000000 + ); + + printf(" duration : %d.%03d ms (average)\r\n", t.s * 1000 + t.ms, t.us); + printf(" CPU cycles : %lu -%lu/+%lu (average,-/+)\r\n", + (uint32_t)(tcumul), (uint32_t)(tcumul - tmin), + (uint32_t)(tmax - tcumul)); + printf(" CPU Workload : %d%c\r\n", (int)((tcumul * 100) / t.fcpu), '%'); + + MON_STACK_REPORT(); + MON_ALLOC_REPORT(); + + return 0; +} + +/* ----------------------------------------------------------------------------- + * Exported/Public functions + * ----------------------------------------------------------------------------- + */ + +#define CONS_EVT_TIMEOUT (0) +#define CONS_EVT_QUIT (1) +#define CONS_EVT_RESTART (2) +#define CONS_EVT_HELP (3) +#define CONS_EVT_PAUSE (4) +#define CONS_EVT_PROF (5) +#define CONS_EVT_HIDE (6) + +#define CONS_EVT_UNDEFINED (100) + + +static int aiTestConsole(void) +{ + uint8_t c = 0; + + if (ioRawGetUint8(&c, 5000) == -1) /* Timeout */ + return CONS_EVT_TIMEOUT; + + if ((c == 'q') || (c == 'Q')) + return CONS_EVT_QUIT; + + if ((c == 'r') || (c == 'R')) + return CONS_EVT_RESTART; + + if ((c == 'h') || (c == 'H') || (c == '?')) + return CONS_EVT_HELP; + + if ((c == 'p') || (c == 'P')) + return CONS_EVT_PAUSE; + + if ((c == 'x') || (c == 'X')) + return CONS_EVT_PROF; + + return CONS_EVT_UNDEFINED; +} + +int aiSystemPerformanceInit(void) +{ + printf("\r\n#\r\n"); + printf("# %s %d.%d\r\n", _APP_NAME_ , _APP_VERSION_MAJOR_, _APP_VERSION_MINOR_ ); + printf("#\r\n"); + + systemSettingLog(); + cyclesCounterInit(); + aiInit(); + srand(3); /* deterministic outcome */ + dwtReset(); + return 0; +} + +int aiSystemPerformanceProcess(void) +{ + int r; + int idx = 0; + + do { + r = aiTestPerformance(idx); + idx = (idx+1) % _MAX_AI_MNETWORK_NUMBER; + if (!net_exec_ctx[idx].hdl) + idx = 0; + + if (!r) { + r = aiTestConsole(); + if (r == CONS_EVT_UNDEFINED) { + r = 0; + } + else if (r == CONS_EVT_HELP) { + printf("\r\n"); + printf("Possible key for the interactive console:\r\n"); + printf(" [q,Q] quit the application\r\n"); + printf(" [r,R] re-start (NN de-init and re-init)\r\n"); + printf(" [p,P] pause\r\n"); + printf(" [h,H,?] this information\r\n"); + printf(" xx continue immediately\r\n"); + printf("\r\n"); + printf("Press any key to continue..\r\n"); + + while ((r = aiTestConsole()) == CONS_EVT_TIMEOUT) { + HAL_Delay(1000); + } + + if (r == CONS_EVT_UNDEFINED) + r = 0; + } + + if (r == CONS_EVT_PROF) { + profiling_mode = true; + profiling_factor *= 2; + r = 0; + } + + if (r == CONS_EVT_RESTART) { + profiling_mode = false; + profiling_factor = 5; + printf("\r\n"); + aiDeInit(); + aiSystemPerformanceInit(); + r = 0; + } + + if (r == CONS_EVT_QUIT) { + profiling_mode = false; + printf("\r\n"); + disableInts(); + aiDeInit(); + printf("\r\n"); + printf("Board should be reseted...\r\n"); + while (1) { + HAL_Delay(1000); + } + } + + if (r == CONS_EVT_PAUSE) { + printf("\r\n"); + printf("Press any key to continue..\r\n"); + while ((r = aiTestConsole()) == CONS_EVT_TIMEOUT) { + HAL_Delay(1000); + } + r = 0; + } + } + } while (r==0); + + return r; +} + +void aiValidationDeInit(void) +{ + printf("\r\n"); + aiDeInit(); + printf("bye bye ...\r\n"); +} + diff --git a/apps/stm32/h747idisco/Src/Validation/aiPbIO.c b/apps/stm32/h747idisco/Src/Validation/aiPbIO.c new file mode 100644 index 000000000000..5e4e726e03e6 --- /dev/null +++ b/apps/stm32/h747idisco/Src/Validation/aiPbIO.c @@ -0,0 +1,154 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file aiPbIO.c + * \brief Low Level nano PB stack functions + */ + +/* System headers */ +#include +#include +#include +#include +#include + +#include + +#include + +#include +#include +#include +#include + + +#define _PACKET_PAYLOAD_IN_SIZE (EnumLowLevelIO_IO_IN_PACKET_SIZE) + +static struct o_packet { + uint8_t pw; + uint8_t payload[_PACKET_PAYLOAD_IN_SIZE]; +} o_packet; + +static bool write_packet(void) { + return ioRawWriteBuffer((uint8_t *)&o_packet, _PACKET_PAYLOAD_IN_SIZE + 1); +} + +void pb_io_flush_ostream(void) +{ + o_packet.pw |= (1 << 7); /* Indicate last packet */ + write_packet(); + o_packet.pw = 0; +} + +static bool write_callback(pb_ostream_t *stream, const uint8_t *buf, + size_t count) +{ + bool res = true; + uint8_t *pr = (uint8_t *)buf; + + UNUSED(stream); + + while (count) { + for (; o_packet.pw < _PACKET_PAYLOAD_IN_SIZE && count; o_packet.pw++) { + o_packet.payload[o_packet.pw] = *pr; + pr++; + count--; + } + if (o_packet.pw == _PACKET_PAYLOAD_IN_SIZE) { + res = write_packet(); + o_packet.pw = 0; + } + } + return res; +} + + +#define _PACKET_PAYLOAD_OUT_SIZE (EnumLowLevelIO_IO_OUT_PACKET_SIZE) + +static struct i_packet { + uint8_t pr; + uint8_t payload[_PACKET_PAYLOAD_OUT_SIZE]; +} i_packet; + +static int i_ridx = 0; + +static bool read_packet(void) { + bool res = ioRawReadBuffer((uint8_t *)&i_packet, + _PACKET_PAYLOAD_OUT_SIZE + 1); + i_ridx = 0; + return res; +} + +void pb_io_flush_istream(void) +{ + i_packet.pr = 0xFF; + i_ridx = 0; +} + +static bool read_callback(pb_istream_t *stream, uint8_t *buf, size_t count) +{ + bool res = true; + uint8_t *pw = (uint8_t *)buf; + + UNUSED(stream); + + if (count == 0) + return true; + + if (i_packet.pr == 0xFF) + res = read_packet(); + + if (res == false) + return res; + + while (count) { + for (; i_packet.pr > 0 && count; i_packet.pr--) { + *pw = i_packet.payload[i_ridx]; + pw++; + count--; + i_ridx++; + } + if (count && i_packet.pr == 0) { + uint8_t sync = 0xAA; + ioRawWriteBuffer(&sync, 1); + read_packet(); + } + } + + return res; +} + +pb_ostream_t pb_io_ostream(int fd) +{ + pb_ostream_t stream = {&write_callback, (void*)(intptr_t)fd, SIZE_MAX, 0}; + return stream; +} + +pb_istream_t pb_io_istream(int fd) +{ + pb_istream_t stream = {&read_callback, (void*)(intptr_t)fd, SIZE_MAX}; + return stream; +} + +int pb_io_stream_init(void) +{ + ioRawDisableLLWrite(); + return 0; +} diff --git a/apps/stm32/h747idisco/Src/Validation/aiPbMgr.c b/apps/stm32/h747idisco/Src/Validation/aiPbMgr.c new file mode 100644 index 000000000000..5503ad57c91f --- /dev/null +++ b/apps/stm32/h747idisco/Src/Validation/aiPbMgr.c @@ -0,0 +1,863 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file aiPbMgr.c + * \brief Helper function for AI ProtoBuffer support + */ + +#include +#include + +#include +#include + +#include /* for HAL and specific device functions */ + + +/*---------------------------------------------------------------------------*/ + +static struct pbContextMgr { + pb_istream_t input; + pb_ostream_t output; + const aiPbCmdFunc *funcs; + uint32_t n_func; +} pbContextMgr; + +void aiPbMgrInit(const aiPbCmdFunc *funcs) +{ + const aiPbCmdFunc *cfunc; + + pb_io_stream_init(); + + pbContextMgr.input = pb_io_istream(0); + pbContextMgr.output = pb_io_ostream(0); + + pbContextMgr.n_func = 0; + pbContextMgr.funcs = NULL; + + if (funcs) { + cfunc = funcs; + while (cfunc->process) { + pbContextMgr.n_func++; + cfunc++; + } + pbContextMgr.funcs = funcs; + } +} + +int aiPbMgrWaitAndProcess(void) +{ + uint32_t idx; + static reqMsg req = reqMsg_init_zero; + static respMsg resp = respMsg_init_default; + const aiPbCmdFunc *cfunc; + + pb_io_flush_istream(); + if (pb_decode_delimited(&pbContextMgr.input, reqMsg_fields, &req)) { + pb_io_flush_istream(); + for (idx = 0; idx < pbContextMgr.n_func; idx++) { + cfunc = &pbContextMgr.funcs[idx]; + if (cfunc->cmd == req.cmd) { + cfunc->process(&req, &resp, cfunc->param); + break; + } + } + if (idx == pbContextMgr.n_func) { + aiPbMgrSendAck(&req, &resp, EnumState_S_ERROR, + EnumError_E_INVALID_PARAM, EnumError_E_INVALID_PARAM); + } + } + + pb_io_flush_istream(); + + return 0; +} + + +/*---------------------------------------------------------------------------*/ + +void aiPbMgrSendResp(const reqMsg *req, respMsg *resp, + EnumState state) +{ + resp->reqid = req->reqid; + resp->state = state; + pb_encode(&pbContextMgr.output, respMsg_fields, resp); + pb_io_flush_ostream(); +} + +void aiPbMgrSendAck(const reqMsg *req, respMsg *resp, + EnumState state, uint32_t param, EnumError error) +{ + resp->which_payload = respMsg_ack_tag; + resp->payload.ack.param = param; + resp->payload.ack.error = error; + aiPbMgrSendResp(req, resp, state); +} + +bool aiPbMgrWaitAck(void) +{ + bool res; + ackMsg ack = ackMsg_init_default; + res = pb_decode_delimited(&pbContextMgr.input, ackMsg_fields, &ack); + pb_io_flush_istream(); + return res; +} + +bool aiPbMgrSendLog(const reqMsg *req, respMsg *resp, + EnumState state, uint32_t lvl, const char *str) +{ + bool res; + ackMsg ack = ackMsg_init_default; + + size_t len = strlen(str); + + resp->which_payload = respMsg_log_tag; + resp->payload.log.level = lvl; + if (len >= sizeof(resp->payload.log.str)) + len = sizeof(resp->payload.log.str) - 1; + + memcpy(&resp->payload.log.str[0], str, len+1); + + aiPbMgrSendResp(req, resp, state); + + res = pb_decode_delimited(&pbContextMgr.input, ackMsg_fields, &ack); + pb_io_flush_istream(); + return res; +} + +struct aiPbMgrBuffer { + ai_buffer *buffer; + uint32_t n_max; + uint32_t n_ops; + uint32_t err; + void *msg; +}; + +uint32_t aiPbAiBufferSize(const ai_buffer *buffer) +{ + if (!buffer) + return 0; + else + return buffer->channels * buffer->height + * buffer->width * buffer->n_batches; +} + +static ai_buffer_format aiPbMsgFmtToAiFmt(const uint32_t msgFmt) +{ + return (ai_buffer_format)msgFmt; +} + +static uint32_t aiPbAiFmtToMsgFmt(const ai_buffer_format aiFmt) +{ + return (uint32_t)aiFmt; +} + +static size_t aiPbBufferGetItemSize(ai_buffer_format format) +{ + return (size_t)AI_BUFFER_BYTE_SIZE(1,format); +} + +static bool aiPbBuffer_read_cb3(pb_istream_t *stream, const pb_field_t *field, + void **arg) +{ + struct aiPbMgrBuffer *bm = (struct aiPbMgrBuffer *)*arg; + aiBufferByteMsg *msg; + ai_buffer_format format; + size_t itsize; + + UNUSED(field); + + int maxr = bm->n_max; + msg = (aiBufferByteMsg *)bm->msg; + format = aiPbMsgFmtToAiFmt(msg->shape.format); + + /* todo(jmd) - adding scale/zeropoint values */ + + /* Check shape/format */ + bm->err = EnumError_E_NONE; + if ((format == AI_BUFFER_FORMAT_NONE) || (format != bm->buffer->format)) { + maxr = 0; + bm->err = EnumError_E_INVALID_FORMAT; + } else if ((msg->shape.channels != bm->buffer->channels) || + (msg->shape.height != bm->buffer->height) || + (msg->shape.width != bm->buffer->width) || + (msg->shape.n_batches != bm->buffer->n_batches)) { + maxr = 0; + bm->err = EnumError_E_INVALID_SHAPE; + } + + itsize = aiPbBufferGetItemSize(format); + + /* Read data */ + uint8_t *pw = (uint8_t *)bm->buffer->data; + while (stream->bytes_left) { + uint64_t number; + if (!pb_read(stream, (pb_byte_t *)&number, itsize)) + return false; + if (maxr > 0) { + if (pw) { + memcpy(pw, &number, itsize); + pw += itsize; + } + maxr--; + } + bm->n_ops++; + } + + /* Check nb_op */ + if ((bm->err == EnumError_E_NONE) && (bm->n_ops != bm->n_max)) + bm->err = EnumError_E_INVALID_SIZE; + + return true; +} + +static bool aiPbBuffer_write_cb3(pb_ostream_t *stream, const pb_field_t *field, + void * const *arg) +{ + struct aiPbMgrBuffer *bm = (struct aiPbMgrBuffer *)*arg; + size_t itsize; + + int maxw = bm->n_max; + ai_buffer_format format; + + if ((maxw == 0) || (!bm->buffer)) + return true; + + format = bm->buffer->format; + + itsize = aiPbBufferGetItemSize(format); + + /* Write data */ + pb_byte_t *pr = (pb_byte_t *)bm->buffer->data; + + if (!pb_encode_tag_for_field(stream, field)) + return false; + + if (!pb_encode_string(stream, pr, itsize * maxw)) + return false; + + bm->n_ops = maxw; + + return true; +} + +bool aiPbMgrReceiveAiBuffer3(const reqMsg *req, respMsg *resp, + EnumState state, ai_buffer *buffer) +{ + aiBufferByteMsg msg; + struct aiPbMgrBuffer hdlb; + bool res = true; + + hdlb.n_ops = 0; + hdlb.buffer = buffer; + hdlb.err = EnumError_E_NONE; + hdlb.n_max = aiPbAiBufferSize(buffer); + hdlb.msg = &msg; + + msg.datas.funcs.decode = &aiPbBuffer_read_cb3; + msg.datas.arg = &hdlb; + + /* Waiting buffer message */ + pb_decode_delimited(&pbContextMgr.input, aiBufferByteMsg_fields, &msg); + pb_io_flush_istream(); + + /* Send ACK and wait ACK (or send ACK only if error) */ + if (hdlb.err) { + aiPbMgrSendAck(req, resp, EnumState_S_ERROR, hdlb.err, + (EnumError)hdlb.err); + res = false; + } else { + aiPbMgrSendAck(req, resp, state, hdlb.n_ops, EnumError_E_NONE); + if ((state == EnumState_S_WAITING) || + (state == EnumState_S_PROCESSING)) + aiPbMgrWaitAck(); + } + + return res; +} + +#if !defined(NO_X_CUBE_AI_RUNTIME) +static void aiPbMgrSetMetaInfo(const ai_buffer_meta_info *meta_info, const int idx, + aiBufferShapeMsg *shape) +{ + shape->scale = 0.0f; + shape->zeropoint = 0; + if (AI_BUFFER_META_INFO_INTQ(meta_info)) { + shape->scale = AI_BUFFER_META_INFO_INTQ_GET_SCALE(meta_info, idx); + shape->zeropoint = AI_BUFFER_META_INFO_INTQ_GET_ZEROPOINT(meta_info, idx); + } +} +#endif + +bool aiPbMgrSendAiBuffer4(const reqMsg *req, respMsg *resp, EnumState state, + uint32_t type, uint32_t id, ai_float dur_ms, const ai_buffer *buffer, + ai_float scale, ai_i32 zero_point) +{ + struct aiPbMgrBuffer hdlb; + const ai_buffer_meta_info *meta_info = AI_BUFFER_META_INFO(buffer); + +#if defined(AI_PB_FULL_IO) && (AI_PB_FULL_IO == 1) + const int is_io = AI_BUFFER_FMT_FLAG_IS_IO & buffer->format; +#endif + + hdlb.n_ops = 0; + hdlb.buffer = (ai_buffer *)buffer; + hdlb.err = EnumError_E_NONE; + hdlb.n_max = aiPbAiBufferSize(buffer); + hdlb.msg = NULL; + +#if defined(AI_PB_FULL_IO) && (AI_PB_FULL_IO == 1) + if ((type & PB_BUFFER_TYPE_SEND_WITHOUT_DATA) && (!is_io)) { + hdlb.n_max = 0; + } +#else + if (type & PB_BUFFER_TYPE_SEND_WITHOUT_DATA) { + hdlb.n_max = 0; + } +#endif + type &= (~PB_BUFFER_TYPE_SEND_WITHOUT_DATA); + + /* Fill Node sub-message */ + resp->which_payload = respMsg_node_tag; + resp->payload.node.type = type; + resp->payload.node.id = id; + resp->payload.node.duration = dur_ms; + resp->payload.node.buffer.shape.format = aiPbAiFmtToMsgFmt(buffer->format); + resp->payload.node.buffer.shape.n_batches = buffer->n_batches; + resp->payload.node.buffer.shape.height = buffer->height; + resp->payload.node.buffer.shape.width = buffer->width; + resp->payload.node.buffer.shape.channels = buffer->channels; + + if (meta_info && scale == 0.0f) { +#if defined(NO_X_CUBE_AI_RUNTIME) && NO_X_CUBE_AI_RUNTIME == 1 + struct ai_buffer_ext *ext = (struct ai_buffer_ext *)buffer; + resp->payload.node.buffer.shape.scale = ext->extra.scale; + resp->payload.node.buffer.shape.zeropoint = ext->extra.zero_point; +#else + aiPbMgrSetMetaInfo(meta_info, 0, &resp->payload.node.buffer.shape); +#endif + } + else { + resp->payload.node.buffer.shape.scale = scale; + resp->payload.node.buffer.shape.zeropoint = zero_point; + } + + resp->payload.node.buffer.datas.funcs.encode = &aiPbBuffer_write_cb3; + resp->payload.node.buffer.datas.arg = &hdlb; + + /* Send msg */ + aiPbMgrSendResp(req, resp, state); + + /* Waiting ACK */ + if (state == EnumState_S_PROCESSING) + return aiPbMgrWaitAck(); + else + return true; +} + +/*---------------------------------------------------------------------------*/ + +void aiPbCmdSync(const reqMsg *req, respMsg *resp, void *param) +{ + resp->which_payload = respMsg_sync_tag; + resp->payload.sync.version = + EnumVersion_P_VERSION_MAJOR << 8 | + EnumVersion_P_VERSION_MINOR; + + resp->payload.sync.capability = EnumCapability_CAP_FIXED_POINT; + +#if defined(AI_PB_TEST) && (AI_PB_TEST == 1) + resp->payload.sync.capability |= EnumCapability_CAP_SELF_TEST; +#endif + + if (param) + resp->payload.sync.capability |= (uint32_t)param; + + aiPbMgrSendResp(req, resp, EnumState_S_IDLE); +} + +void aiPbCmdSysInfo(const reqMsg *req, respMsg *resp, void *param) +{ + UNUSED(param); + resp->which_payload = respMsg_sinfo_tag; + resp->payload.sinfo.devid = HAL_GetDEVID(); +#ifdef STM32MP1 + resp->payload.sinfo.sclock = HAL_RCC_GetSystemCoreClockFreq(); + resp->payload.sinfo.hclock = HAL_RCC_GetHCLK3Freq(); +#else + resp->payload.sinfo.sclock = HAL_RCC_GetSysClockFreq(); + resp->payload.sinfo.hclock = HAL_RCC_GetHCLKFreq(); +#endif + resp->payload.sinfo.cache = getFlashCacheConf(); + + aiPbMgrSendResp(req, resp, EnumState_S_IDLE); +} + + +static void init_aibuffer_msg(const ai_buffer *aibuffer, aiBufferShapeMsg *msg) +{ + if ((!aibuffer) || (!msg)) + return; + +#if defined(NO_X_CUBE_AI_RUNTIME) && NO_X_CUBE_AI_RUNTIME == 1 + struct ai_buffer_ext *from_ = (struct ai_buffer_ext *)aibuffer; + msg->format = aiPbAiFmtToMsgFmt(from_->buffer.format); + msg->channels = from_->buffer.channels; + msg->height = from_->buffer.height; + msg->width = from_->buffer.width; + msg->n_batches = from_->buffer.n_batches; + if (from_->buffer.meta_info) { + msg->scale = from_->extra.scale; + msg->zeropoint = from_->extra.zero_point; + } else { + msg->scale = 0.0f; + msg->zeropoint = 0; + } +#else + const ai_buffer_meta_info *meta_info = AI_BUFFER_META_INFO(aibuffer); + + msg->format = aiPbAiFmtToMsgFmt(aibuffer->format); + msg->channels = aibuffer->channels; + msg->height = aibuffer->height; + msg->width = aibuffer->width; + msg->n_batches = aibuffer->n_batches; + aiPbMgrSetMetaInfo(meta_info, 0, msg); +#endif +} + +static bool nn_shape_w_cb(pb_ostream_t *stream, const pb_field_t *field, + const ai_buffer *aibuffer, int maxw) +{ + aiBufferShapeMsg msg; + + for (int i = 0; i < maxw; i++) { + if (!pb_encode_tag_for_field(stream, field)) + return false; + + init_aibuffer_msg(&aibuffer[i], &msg); + + if (!pb_encode_submessage(stream, aiBufferShapeMsg_fields, &msg)) + return false; + } + return true; +} + +static bool nn_inputs_w_cb(pb_ostream_t *stream, const pb_field_t *field, + void * const *arg) +{ + ai_network_report *report = (ai_network_report *)*arg; + + if (!report) + return true; + + return nn_shape_w_cb(stream, field, &report->inputs[0], report->n_inputs); +} + +static bool nn_outputs_w_cb(pb_ostream_t *stream, const pb_field_t *field, + void * const *arg) +{ + ai_network_report *report = (ai_network_report *)*arg; + + if (!report) + return true; + + return nn_shape_w_cb(stream, field, &report->outputs[0], report->n_outputs); +} + +void aiPbStrCopy(const char *src, char *dst, uint32_t max) +{ + const char undef[] = "UNDEFINED"; + size_t l = strlen(src); + + if (l > max) + l = max-1; + + if (!dst) + return; + + if (src && l) + memcpy(dst, src, l+1); + else + memcpy(dst, undef, strlen(undef)+1); +} + +uint32_t aiPbVersionToUint32(const ai_platform_version *ver) +{ + if (!ver) + return 0; + + return ver->major << 24 | ver->minor << 16 + | ver->micro << 8 | ver->reserved; +} + +void aiPbMgrSendNNInfo(const reqMsg *req, respMsg *resp, + EnumState state, const ai_network_report *nn) +{ + resp->which_payload = respMsg_ninfo_tag; + + aiPbStrCopy(nn->model_name, + &resp->payload.ninfo.model_name[0], + sizeof(resp->payload.ninfo.model_name)); + aiPbStrCopy(nn->model_signature, + &resp->payload.ninfo.model_signature[0], + sizeof(resp->payload.ninfo.model_signature)); + aiPbStrCopy(nn->model_datetime, + &resp->payload.ninfo.model_datetime[0], + sizeof(resp->payload.ninfo.model_datetime)); + aiPbStrCopy(nn->compile_datetime, + &resp->payload.ninfo.compile_datetime[0], + sizeof(resp->payload.ninfo.compile_datetime)); + aiPbStrCopy(nn->runtime_revision, + &resp->payload.ninfo.runtime_revision[0], + sizeof(resp->payload.ninfo.runtime_revision)); + aiPbStrCopy(nn->tool_revision, + &resp->payload.ninfo.tool_revision[0], + sizeof(resp->payload.ninfo.tool_revision)); + + resp->payload.ninfo.n_inputs = nn->n_inputs; + resp->payload.ninfo.n_outputs = nn->n_outputs; + resp->payload.ninfo.n_nodes = nn->n_nodes; + resp->payload.ninfo.n_macc = nn->n_macc; + + resp->payload.ninfo.signature = nn->signature; + resp->payload.ninfo.api_version = + aiPbVersionToUint32(&nn->api_version); + resp->payload.ninfo.interface_api_version = + aiPbVersionToUint32(&nn->interface_api_version); + resp->payload.ninfo.runtime_version = + aiPbVersionToUint32(&nn->runtime_version); + resp->payload.ninfo.tool_version = + aiPbVersionToUint32(&nn->tool_version); + resp->payload.ninfo.tool_api_version = + aiPbVersionToUint32(&nn->tool_api_version); + + init_aibuffer_msg(&nn->activations, &resp->payload.ninfo.activations); + init_aibuffer_msg(&nn->params, &resp->payload.ninfo.weights); + + resp->payload.ninfo.inputs.funcs.encode = nn_inputs_w_cb; + resp->payload.ninfo.inputs.arg = (void *)nn; + + resp->payload.ninfo.outputs.funcs.encode = nn_outputs_w_cb; + resp->payload.ninfo.outputs.arg = (void *)nn; + + aiPbMgrSendResp(req, resp, state); +} + + +/*---------------------------------------------------------------------------*/ + +#if defined(AI_PB_TEST) && (AI_PB_TEST == 1) + +#include +#include + +#define _MAX_BUFF_SIZE_ (1024) /* min 256 see test function */ +static ai_float buffer_test[_MAX_BUFF_SIZE_]; +static ai_buffer ai_buffer_test; + +void aiPbTestRstAiBuffer(ai_buffer *buffer) +{ + buffer->channels = _MAX_BUFF_SIZE_; + buffer->height = buffer->width = buffer->n_batches = 1; + buffer->data = (ai_handle)buffer_test; + buffer->format = AI_BUFFER_FORMAT_FLOAT; + + for (int i=0; i<_MAX_BUFF_SIZE_; i++) { + ai_float value = 2.0f * (ai_float) rand() / (ai_float) RAND_MAX - 1.0f; + buffer_test[i] = value; + } +} + +/* https://rosettacode.org/wiki/CRC-32#Python */ +__STATIC_INLINE uint32_t rc_crc32(uint32_t crc, const char *buf, size_t len) +{ + static uint32_t table[256]; + static int have_table = 0; + uint32_t rem; + uint8_t octet; + int i, j; + const char *p, *q; + + /* This check is not thread safe; there is no mutex. */ + if (have_table == 0) { + /* Calculate CRC table. */ + for (i = 0; i < 256; i++) { + rem = i; /* remainder from polynomial division */ + for (j = 0; j < 8; j++) { + if (rem & 1) { + rem >>= 1; + rem ^= 0xedb88320; + } else + rem >>= 1; + } + table[i] = rem; + } + have_table = 1; + } + + crc = ~crc; + q = buf + len; + for (p = buf; p < q; p++) { + octet = *p; /* Cast to unsigned octet. */ + crc = (crc >> 8) ^ table[(crc & 0xff) ^ octet]; + } + return ~crc; +} + +static uint32_t aiPbTestCalculateHash(const ai_buffer *aibuf) +{ + uint32_t crc = 0; + if (!aibuf || !aibuf->data) + return 0; + + const char *buf = (const char *)aibuf->data; + size_t len = aiPbAiBufferSize(aibuf); + + if ((aibuf->format == AI_BUFFER_FORMAT_FLOAT) || + (aibuf->format == AI_BUFFER_FORMAT_NONE)) + len <<= 2; + else if ((aibuf->format == AI_BUFFER_FORMAT_Q15) || + (aibuf->format == AI_BUFFER_FORMAT_S16) || + (aibuf->format == AI_BUFFER_FORMAT_U16) ) + len <<= 1; + + crc = rc_crc32(0, buf, len); + + return crc; +} + +/* TEST - Receive and/or Send a simple buffer */ +static void aiPbTestCmdSimpleBuffer(const reqMsg *req, respMsg *resp, + void *param) +{ + uint32_t sb; + uint32_t hash; + uint32_t stest = req->param & 0xFFFF; + bool chash = true; + + UNUSED(param); + + aiPbTestRstAiBuffer(&ai_buffer_test); + sb = ai_buffer_test.channels; + + if (req->param >> 16) { + if ((req->param >> 16) < ai_buffer_test.channels) + sb = req->param >> 16; + chash = false; + } else { + sb = 256; + } + + if (stest == 100) { + /* Test download - normal/nominal processing operation */ + /* ACK with expected buffer size */ + /* Download a FLOAT buffer */ + /* emulate a processing */ + /* ACK operation DONE */ + ai_buffer_test.channels = sb; + + /* Send a ACK with the expected number of items */ + aiPbMgrSendAck(req, resp, EnumState_S_WAITING, sb, EnumError_E_NONE); + + /* Wait & Receive the buffer */ + aiPbMgrReceiveAiBuffer3(req, resp, EnumState_S_PROCESSING, + &ai_buffer_test); + + /* Emulate processing */ + HAL_Delay(300); /* 300ms */ + + /* Send ACK/DONE (operation DONE) */ + aiPbMgrSendAck(req, resp, EnumState_S_DONE, 0, EnumError_E_NONE); + + } else if (stest == 101) { + /* Test download - quick processing operation */ + /* ACK with expected buffer size */ + /* Download a FLOAT buffer */ + /* ACK operation DONE */ + sb = 512; + ai_buffer_test.channels = sb; + + /* Send a ACK with the expected number of items */ + aiPbMgrSendAck(req, resp, EnumState_S_WAITING, sb, + EnumError_E_NONE); + + /* Wait input buffer and send operation DONE) */ + aiPbMgrReceiveAiBuffer3(req, resp, EnumState_S_DONE, + &ai_buffer_test); + + } else if (stest == 102) { + /* Test upload - without data (only shape) */ + sb = 256; + ai_buffer_test.channels = sb; + + /* Send a ACK with the number of items */ + aiPbMgrSendAck(req, resp, EnumState_S_PROCESSING, sb, + EnumError_E_NONE); + + /* Send buffer and operation DONE */ + aiPbMgrSendAiBuffer4(req, resp, EnumState_S_DONE, + PB_BUFFER_TYPE_SEND_WITHOUT_DATA, + req->param, ~req->param, &ai_buffer_test, 0.0f, 0); + + } else if (stest == 103) { + /* Test upload - without data (shape == 0) */ + sb = 0; + ai_buffer_test.channels = sb; + + /* Send a ACK with the number of items */ + aiPbMgrSendAck(req, resp, EnumState_S_PROCESSING, sb, + EnumError_E_NONE); + + /* Send buffer and operation DONE */ + aiPbMgrSendAiBuffer4(req, resp, EnumState_S_DONE, + 0, 0, 0, &ai_buffer_test, 0.0f, 0); + + } else if (stest == 130) { + /* Test download - quick processing operation */ + ai_buffer_test.channels = sb; + + if (req->opt) + ai_buffer_test.format = aiPbMsgFmtToAiFmt(req->opt); + + + if (chash) { + /* Calculate the hash */ + hash = aiPbTestCalculateHash(&ai_buffer_test); + + /* Send a ACK with the expected number of items */ + aiPbMgrSendAck(req, resp, EnumState_S_PROCESSING, hash, + EnumError_E_NONE); + } else { + aiPbMgrSendAck(req, resp, EnumState_S_PROCESSING, sb, + EnumError_E_NONE); + } + + /* Send the buffer */ + aiPbMgrSendAiBuffer4(req, resp, EnumState_S_DONE, + 0, 0, 0, &ai_buffer_test, 0.0f, 0); + + } else if (stest == 140) { + /* Test download - quick processing operation */ + ai_buffer_test.channels = sb; + + if (req->opt) + ai_buffer_test.format = aiPbMsgFmtToAiFmt(req->opt); + + /* Send a ACK with the expected number of items */ + aiPbMgrSendAck(req, resp, EnumState_S_WAITING, sb, EnumError_E_NONE); + + if (chash) { + /* Wait input buffer */ + aiPbMgrReceiveAiBuffer3(req, resp, EnumState_S_PROCESSING, + &ai_buffer_test); + + /* Calculate the hash */ + hash = aiPbTestCalculateHash(&ai_buffer_test); + + /* Send the result (param part of the ACK msg) */ + aiPbMgrSendAck(req, resp, EnumState_S_DONE, hash, + EnumError_E_NONE); + } else { + aiPbMgrReceiveAiBuffer3(req, resp, + EnumState_S_DONE, + &ai_buffer_test); + } + + } else if (stest == 200) { + /* Test download/upload buffer */ + ai_buffer_test.channels = sb; + + /* Format of the uploaded buffer is param dependent */ + if (req->opt) + ai_buffer_test.format = aiPbMsgFmtToAiFmt(req->opt); + + /* Send a ACK with the expected number of item */ + aiPbMgrSendAck(req, resp, EnumState_S_WAITING, sb, EnumError_E_NONE); + + /* Wait input buffer */ + aiPbMgrReceiveAiBuffer3(req, resp, EnumState_S_PROCESSING, + &ai_buffer_test); + + /* Process data */ + if (ai_buffer_test.format == AI_BUFFER_FORMAT_FLOAT) { + for (uint32_t i=0; iparam & 0xFFFF; + if (stest == 0) { + aiPbMgrSendAck(req, resp, EnumState_S_DONE, 0, EnumError_E_NONE); + } else if (stest == 1) { + if (!req->name[0]) { + aiPbMgrSendAck(req, resp, EnumState_S_ERROR, + EnumError_E_INVALID_PARAM, EnumError_E_INVALID_PARAM); + } else { + aiPbMgrSendAck(req, resp, EnumState_S_DONE, + strlen(req->name), EnumError_E_NONE); + } + } else if (stest == 2) { + const char *str = "Hello.."; + aiPbMgrSendLog(req, resp, EnumState_S_DONE, 1, str); + } else if (stest == 3) { + /* Time out test */ + HAL_Delay(500); + } else if (stest == 4) { + char str[20] = "Bye Bye.."; + for (int i=0; i<5;i++) { + str[0] = 'A' + i; + aiPbMgrSendLog(req, resp, EnumState_S_PROCESSING, i, str); + } + aiPbMgrSendAck(req, resp, EnumState_S_DONE, 0, EnumError_E_NONE); + } else if (stest == 10) { + aiPbMgrSendAck(req, resp, EnumState_S_PROCESSING, req->param, + EnumError_E_NONE); + aiPbMgrSendAck(req, resp, EnumState_S_DONE, req->param, + EnumError_E_NONE); + } else if (stest == 11) { + int i; + for (i=0; i<200; i++) + aiPbMgrSendAck(req, resp, EnumState_S_PROCESSING, i, + EnumError_E_NONE); + aiPbMgrSendAck(req, resp, EnumState_S_DONE, req->param, + EnumError_E_NONE); + } else if ((stest >= 100) && (stest < 400)) { + aiPbTestCmdSimpleBuffer(req, resp, param); + } else { + aiPbMgrSendAck(req, resp, EnumState_S_DONE, req->param + 1, + EnumError_E_NONE); + } +} + +#endif diff --git a/apps/stm32/h747idisco/Src/Validation/aiValidation.c b/apps/stm32/h747idisco/Src/Validation/aiValidation.c new file mode 100644 index 000000000000..47003b64d425 --- /dev/null +++ b/apps/stm32/h747idisco/Src/Validation/aiValidation.c @@ -0,0 +1,381 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file aiValidation.c + * \brief AI Validation application (entry points) + * + */ + + /* System headers */ +#include +#include +#include +#include +#include + +/* Specific AI test application */ +#include + +#include +#include +#include + +/* AI header files */ +#include "ai_runtime_api.h" + + +/* ----------------------------------------------------------------------------- + * TEST-related definitions + * ----------------------------------------------------------------------------- + */ + +#define _APP_VERSION_MAJOR_ (0x01) +#define _APP_VERSION_MINOR_ (0x00) +#define _APP_VERSION_ ((_APP_VERSION_MAJOR_ << 8) | _APP_VERSION_MINOR_) +#define _APP_NAME_ "STM32 - TVM validation application" + + +#define _MAX_AI_MNETWORK_NUMBER (4) +#define _MAX_AI_INPUTS_COUNT (2) +// For now TVM generator only supports single output models. +#define _MAX_AI_OUTPUTS_COUNT (1) + +struct network_exec_ctx { + ai_handle hdl; + ai_ptr activations; + ai_ptr inputs[_MAX_AI_INPUTS_COUNT]; + ai_ptr outputs[_MAX_AI_OUTPUTS_COUNT]; + ai_network_report report; +} net_exec_ctx[_MAX_AI_MNETWORK_NUMBER]; + + +/* ----------------------------------------------------------------------------- + * AI-related functions + * ----------------------------------------------------------------------------- + */ + +static struct network_exec_ctx *aiGetCtxFromName(const char *nn_name) +{ + struct network_exec_ctx *cur = NULL; + + if (!nn_name) + return NULL; + + for (int idx=0; idx < _MAX_AI_MNETWORK_NUMBER; idx++) { + cur = &net_exec_ctx[idx]; + if (cur->hdl && + (strlen(cur->report.model_name) == strlen(nn_name)) && + (strncmp(cur->report.model_name, nn_name, + strlen(cur->report.model_name)) == 0)) { + break; + } + cur = NULL; + } + return cur; +} + +static void aiDone(struct network_exec_ctx *ctx) +{ + printf("Releasing the instance...\r\n"); + + if (ctx->hdl != AI_HANDLE_NULL) { + // + // Free the activations if the model does not include built-in + // activation storage. + // + if (ctx->activations != NULL) { + free(ctx->activations); + } + free(ctx->report.inputs); + free(ctx->report.outputs); + if (ai_destroy(ctx->hdl) != AI_STATUS_OK) { + const char * err = ai_get_error(ctx->hdl); + aiLogErr("ai_destroy", err); + } + // + // Free the input/outputs buffers if the model does not include built-in + // input/output storage. + // + for (int i=0; i<_MAX_AI_INPUTS_COUNT;i++) + if (ctx->inputs[i] != NULL) + free(ctx->inputs[i]); + for (int i=0; i<_MAX_AI_OUTPUTS_COUNT;i++) + if (ctx->outputs[i] != NULL) + free(ctx->outputs[i]); + memset(ctx, 0, sizeof(struct network_exec_ctx)); + } +} + +static int aiBootstrap(ai_model_info* nn, struct network_exec_ctx *ctx) +{ + const char * nn_name = AI_MODEL_name(nn); + + ai_status err = AI_STATUS_OK; + + /* Creating the instance */ + printf("Creating the instance for the model \"%s\"..\r\n", nn_name); + + // + // Allocate the activations if the model does not include built-in + // activation storage. + // + if (AI_MODEL_activations(nn) != NULL) { + ctx->activations = NULL; + err = ai_create(nn, AI_MODEL_activations(nn), &ctx->hdl); + } + else { + ctx->activations = (ai_ptr)malloc(AI_MODEL_activations_size(nn)); + err = ai_create(nn, ctx->activations, &ctx->hdl); + } + + if (err != AI_STATUS_OK) { + const char * msg = ai_get_error(ctx->hdl); + aiLogErr("ai_create", msg); + return -1; + } + + uint16_t n_inputs = ai_get_input_size(ctx->hdl); + uint16_t n_outputs = ai_get_output_size(ctx->hdl); + + if ((n_inputs > _MAX_AI_INPUTS_COUNT) || (n_outputs > _MAX_AI_OUTPUTS_COUNT)) + { + printf("E: Exceed supported number of inputs/outputs..\r\n"); + aiDone(ctx); + return -1; + } + + // + // Allocate the input/outputs buffers if necessary + // + for (int i = 0; i < n_inputs; i++) { + ai_tensor *input_tensor = ai_get_input(ctx->hdl, i); + DLTensor *tensor = get_dltensor (input_tensor); + if (tensor->data == NULL) { + uint32_t bytes = get_tensor_size (input_tensor); + ctx->inputs[i] = (ai_ptr)malloc(bytes); + tensor->data = ctx->inputs[i]; + } + } + + for (int i = 0; i < n_outputs; i++) { + ai_tensor *output_tensor = ai_get_output(ctx->hdl, i); + DLTensor *tensor = get_dltensor (output_tensor); + if (tensor->data == NULL) { + uint32_t bytes = get_tensor_size (output_tensor); + ctx->outputs[i] = (ai_ptr)malloc(bytes); + tensor->data = ctx->outputs[i]; + } + } + + + /* Display network instance info */ + aiPrintNetworkInfo(nn, ctx->hdl); + + aiTvmToReport(nn, ctx->hdl, &ctx->report); + + return 0; +} + +static void aiDeInit(void) +{ + for (int idx=0; idx < _MAX_AI_MNETWORK_NUMBER; idx++) { + aiDone(&net_exec_ctx[idx]); + } +} + +static int aiInit(void) +{ + int res; + int idx; + + aiPlatformVersion(); + + /* clean APP network instance context */ + for (idx=0; idx < _MAX_AI_MNETWORK_NUMBER; idx++) { + memset(&net_exec_ctx[idx], 0, sizeof(struct network_exec_ctx)); + } + + /* discover and create the instances */ + idx = 0; + for (ai_model_iterator it = ai_model_iterator_begin(); + it != ai_model_iterator_end(); + it = ai_model_iterator_next(it)) { + + ai_model_info *nn = ai_model_iterator_value(it); + + printf("\r\nFound the model \"%s\" (idx=%d)\r\n", nn->name, idx); + + res = aiBootstrap(nn, &net_exec_ctx[idx]); + if (res) { + aiDeInit(); + return res; + } + idx++; + } + + return 0; +} + + +/* ----------------------------------------------------------------------------- + * Specific test APP commands + * ----------------------------------------------------------------------------- + */ + + void aiPbCmdNNInfo(const reqMsg *req, respMsg *resp, void *param) +{ + UNUSED(param); + + struct network_exec_ctx *ctx = NULL; + if ((req->param >= 0) && (req->param <_MAX_AI_MNETWORK_NUMBER)) + ctx = &net_exec_ctx[req->param]; + + if (ctx && ctx->hdl) + aiPbMgrSendNNInfo(req, resp, EnumState_S_IDLE, + &ctx->report); + else + aiPbMgrSendAck(req, resp, EnumState_S_ERROR, + EnumError_E_INVALID_PARAM, EnumError_E_INVALID_PARAM); +} + +void aiPbCmdNNRun(const reqMsg *req, respMsg *resp, void *param) +{ + ai_status tvm_status = AI_STATUS_OK; + uint32_t tend; + bool res; + UNUSED(param); + + /* 0 - Check if requested c-name model is available -------------- */ + struct network_exec_ctx *ctx = aiGetCtxFromName(req->name); + + if (!ctx) { + aiPbMgrSendAck(req, resp, EnumState_S_ERROR, + EnumError_E_INVALID_PARAM, EnumError_E_INVALID_PARAM); + return; + } + + /* 1 - Send a ACK (ready to receive a tensor) -------------------- */ + aiPbMgrSendAck(req, resp, EnumState_S_WAITING, + aiPbAiBufferSize(&ctx->report.inputs[0]), EnumError_E_NONE); + + /* 2 - Receive all input tensors --------------------------------- */ + for (int i = 0; i < ctx->report.n_inputs; i++) { + /* upload a buffer */ + EnumState state = EnumState_S_WAITING; + if ((i + 1) == ctx->report.n_inputs) + state = EnumState_S_PROCESSING; + res = aiPbMgrReceiveAiBuffer3(req, resp, state, &ctx->report.inputs[i]); + if (res != true) + return; + } + + /* 3 - Processing ------------------------------------------------ */ + + cyclesCounterStart(); + tvm_status = ai_run(ctx->hdl); + tend = cyclesCounterEnd(); + + if (tvm_status != AI_STATUS_OK) { + printf("E: TVM ai_run() fails\r\n"); + aiPbMgrSendAck(req, resp, EnumState_S_ERROR, + EnumError_E_GENERIC, EnumError_E_GENERIC); + return; + } + + /* 4 - Send all output tensors ----------------------------------- */ + for (int i = 0; i < ctx->report.n_outputs; i++) { + EnumState state = EnumState_S_PROCESSING; + if ((i + 1) == ctx->report.n_outputs) + state = EnumState_S_DONE; + aiPbMgrSendAiBuffer4(req, resp, state, + EnumLayerType_LAYER_TYPE_OUTPUT << 16 | 0, + 0, dwtCyclesToFloatMs(tend), + &ctx->report.outputs[i], 0.0f, 0); + } +} + + +static aiPbCmdFunc pbCmdFuncTab[] = { + AI_PB_CMD_SYNC(NULL), + AI_PB_CMD_SYS_INFO(NULL), + { EnumCmd_CMD_NETWORK_INFO, &aiPbCmdNNInfo, NULL }, + { EnumCmd_CMD_NETWORK_RUN, &aiPbCmdNNRun, NULL }, +#if defined(AI_PB_TEST) && AI_PB_TEST == 1 + AI_PB_CMD_TEST(NULL), +#endif + AI_PB_CMD_END, +}; + + +/* ----------------------------------------------------------------------------- + * Exported/Public functions + * ----------------------------------------------------------------------------- + */ + +int aiValidationInit(void) +{ + printf("\r\n#\r\n"); + printf("# %s %d.%d\r\n", _APP_NAME_ , _APP_VERSION_MAJOR_, _APP_VERSION_MINOR_); + printf("#\r\n"); + + systemSettingLog(); + cyclesCounterInit(); + + return 0; +} + +int aiValidationProcess(void) +{ + int r; + + r = aiInit(); + if (r) { + printf("\r\nE: aiInit() r=%d\r\n", r); + HAL_Delay(2000); + return r; + } else { + printf("\r\n"); + printf("-------------------------------------------\r\n"); + printf("| READY to receive a CMD from the HOST... |\r\n"); + printf("-------------------------------------------\r\n"); + printf("\r\n"); + printf("# Note: At this point, default ASCII-base terminal should be closed\r\n"); + printf("# Stm32com-base interface should be used\r\n"); + printf("# (i.e. Python stm32com module). Protocol version = %d.%d\r\n", + EnumVersion_P_VERSION_MAJOR, + EnumVersion_P_VERSION_MINOR); + } + + aiPbMgrInit(pbCmdFuncTab); + + do { + r = aiPbMgrWaitAndProcess(); + } while (r==0); + + return r; +} + +void aiValidationDeInit(void) +{ + printf("\r\n"); + aiDeInit(); + printf("bye bye ...\r\n"); +} + diff --git a/apps/stm32/h747idisco/Src/Validation/pb_common.c b/apps/stm32/h747idisco/Src/Validation/pb_common.c new file mode 100644 index 000000000000..3ece978c1cf6 --- /dev/null +++ b/apps/stm32/h747idisco/Src/Validation/pb_common.c @@ -0,0 +1,117 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file pb_common.c + * \brief Common support functions for pb_encode.c and pb_decode.c. + * 2014 Petteri Aimonen + */ + +#include "pb_common.h" + +bool pb_field_iter_begin(pb_field_iter_t *iter, const pb_field_t *fields, void *dest_struct) +{ + iter->start = fields; + iter->pos = fields; + iter->required_field_index = 0; + iter->dest_struct = dest_struct; + iter->pData = (char*)dest_struct + iter->pos->data_offset; + iter->pSize = (char*)iter->pData + iter->pos->size_offset; + + return (iter->pos->tag != 0); +} + +bool pb_field_iter_next(pb_field_iter_t *iter) +{ + const pb_field_t *prev_field = iter->pos; + + if (prev_field->tag == 0) + { + /* Handle empty message types, where the first field is already the terminator. + * In other cases, the iter->pos never points to the terminator. */ + return false; + } + + iter->pos++; + + if (iter->pos->tag == 0) + { + /* Wrapped back to beginning, reinitialize */ + (void)pb_field_iter_begin(iter, iter->start, iter->dest_struct); + return false; + } + else + { + /* Increment the pointers based on previous field size */ + size_t prev_size = prev_field->data_size; + + if (PB_HTYPE(prev_field->type) == PB_HTYPE_ONEOF && + PB_HTYPE(iter->pos->type) == PB_HTYPE_ONEOF && + iter->pos->data_offset == PB_SIZE_MAX) + { + /* Don't advance pointers inside unions */ + return true; + } + else if (PB_ATYPE(prev_field->type) == PB_ATYPE_STATIC && + PB_HTYPE(prev_field->type) == PB_HTYPE_REPEATED) + { + /* In static arrays, the data_size tells the size of a single entry and + * array_size is the number of entries */ + prev_size *= prev_field->array_size; + } + else if (PB_ATYPE(prev_field->type) == PB_ATYPE_POINTER) + { + /* Pointer fields always have a constant size in the main structure. + * The data_size only applies to the dynamically allocated area. */ + prev_size = sizeof(void*); + } + + if (PB_HTYPE(prev_field->type) == PB_HTYPE_REQUIRED) + { + /* Count the required fields, in order to check their presence in the + * decoder. */ + iter->required_field_index++; + } + + iter->pData = (char*)iter->pData + prev_size + iter->pos->data_offset; + iter->pSize = (char*)iter->pData + iter->pos->size_offset; + return true; + } +} + +bool pb_field_iter_find(pb_field_iter_t *iter, uint32_t tag) +{ + const pb_field_t *start = iter->pos; + + do { + if (iter->pos->tag == tag && + PB_LTYPE(iter->pos->type) != PB_LTYPE_EXTENSION) + { + /* Found the wanted field */ + return true; + } + + (void)pb_field_iter_next(iter); + } while (iter->pos != start); + + /* Searched all the way back to start, and found nothing. */ + return false; +} + + diff --git a/apps/stm32/h747idisco/Src/Validation/pb_decode.c b/apps/stm32/h747idisco/Src/Validation/pb_decode.c new file mode 100644 index 000000000000..dd84b41654a3 --- /dev/null +++ b/apps/stm32/h747idisco/Src/Validation/pb_decode.c @@ -0,0 +1,1528 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file pb_decode.c + * \brief decode a protobuf using minimal resources. + * 2011 Petteri Aimonen + */ + +/* Use the GCC warn_unused_result attribute to check that all return values + * are propagated correctly. On other compilers and gcc before 3.4.0 just + * ignore the annotation. + */ +#if !defined(__GNUC__) || ( __GNUC__ < 3) || (__GNUC__ == 3 && __GNUC_MINOR__ < 4) + #define checkreturn +#else + #define checkreturn __attribute__((warn_unused_result)) +#endif + +#include "pb.h" +#include "pb_decode.h" +#include "pb_common.h" + +/************************************** + * Declarations internal to this file * + **************************************/ + +typedef bool (*pb_decoder_t)(pb_istream_t *stream, const pb_field_t *field, void *dest) checkreturn; + +static bool checkreturn buf_read(pb_istream_t *stream, pb_byte_t *buf, size_t count); +static bool checkreturn read_raw_value(pb_istream_t *stream, pb_wire_type_t wire_type, pb_byte_t *buf, size_t *size); +static bool checkreturn decode_static_field(pb_istream_t *stream, pb_wire_type_t wire_type, pb_field_iter_t *iter); +static bool checkreturn decode_callback_field(pb_istream_t *stream, pb_wire_type_t wire_type, pb_field_iter_t *iter); +static bool checkreturn decode_field(pb_istream_t *stream, pb_wire_type_t wire_type, pb_field_iter_t *iter); +static void iter_from_extension(pb_field_iter_t *iter, pb_extension_t *extension); +static bool checkreturn default_extension_decoder(pb_istream_t *stream, pb_extension_t *extension, uint32_t tag, pb_wire_type_t wire_type); +static bool checkreturn decode_extension(pb_istream_t *stream, uint32_t tag, pb_wire_type_t wire_type, pb_field_iter_t *iter); +static bool checkreturn find_extension_field(pb_field_iter_t *iter); +static void pb_field_set_to_default(pb_field_iter_t *iter); +static void pb_message_set_to_defaults(const pb_field_t fields[], void *dest_struct); +static bool checkreturn pb_dec_varint(pb_istream_t *stream, const pb_field_t *field, void *dest); +static bool checkreturn pb_decode_varint32_eof(pb_istream_t *stream, uint32_t *dest, bool *eof); +static bool checkreturn pb_dec_uvarint(pb_istream_t *stream, const pb_field_t *field, void *dest); +static bool checkreturn pb_dec_svarint(pb_istream_t *stream, const pb_field_t *field, void *dest); +static bool checkreturn pb_dec_fixed32(pb_istream_t *stream, const pb_field_t *field, void *dest); +static bool checkreturn pb_dec_fixed64(pb_istream_t *stream, const pb_field_t *field, void *dest); +static bool checkreturn pb_dec_bytes(pb_istream_t *stream, const pb_field_t *field, void *dest); +static bool checkreturn pb_dec_string(pb_istream_t *stream, const pb_field_t *field, void *dest); +static bool checkreturn pb_dec_submessage(pb_istream_t *stream, const pb_field_t *field, void *dest); +static bool checkreturn pb_dec_fixed_length_bytes(pb_istream_t *stream, const pb_field_t *field, void *dest); +static bool checkreturn pb_skip_varint(pb_istream_t *stream); +static bool checkreturn pb_skip_string(pb_istream_t *stream); + +#ifdef PB_ENABLE_MALLOC +static bool checkreturn allocate_field(pb_istream_t *stream, void *pData, size_t data_size, size_t array_size); +static bool checkreturn pb_release_union_field(pb_istream_t *stream, pb_field_iter_t *iter); +static void pb_release_single_field(const pb_field_iter_t *iter); +#endif + +#ifdef PB_WITHOUT_64BIT +#define pb_int64_t int32_t +#define pb_uint64_t uint32_t +#else +#define pb_int64_t int64_t +#define pb_uint64_t uint64_t +#endif + +/* --- Function pointers to field decoders --- + * Order in the array must match pb_action_t LTYPE numbering. + */ +static const pb_decoder_t PB_DECODERS[PB_LTYPES_COUNT] = { + &pb_dec_varint, + &pb_dec_uvarint, + &pb_dec_svarint, + &pb_dec_fixed32, + &pb_dec_fixed64, + + &pb_dec_bytes, + &pb_dec_string, + &pb_dec_submessage, + NULL, /* extensions */ + &pb_dec_fixed_length_bytes +}; + +/******************************* + * pb_istream_t implementation * + *******************************/ + +static bool checkreturn buf_read(pb_istream_t *stream, pb_byte_t *buf, size_t count) +{ + size_t i; + const pb_byte_t *source = (const pb_byte_t*)stream->state; + stream->state = (pb_byte_t*)stream->state + count; + + if (buf != NULL) + { + for (i = 0; i < count; i++) + buf[i] = source[i]; + } + + return true; +} + +bool checkreturn pb_read(pb_istream_t *stream, pb_byte_t *buf, size_t count) +{ +#ifndef PB_BUFFER_ONLY + if (buf == NULL && stream->callback != buf_read) + { + /* Skip input bytes */ + pb_byte_t tmp[16]; + while (count > 16) + { + if (!pb_read(stream, tmp, 16)) + return false; + + count -= 16; + } + + return pb_read(stream, tmp, count); + } +#endif + + if (stream->bytes_left < count) + PB_RETURN_ERROR(stream, "end-of-stream"); + +#ifndef PB_BUFFER_ONLY + if (!stream->callback(stream, buf, count)) + PB_RETURN_ERROR(stream, "io error"); +#else + if (!buf_read(stream, buf, count)) + return false; +#endif + + stream->bytes_left -= count; + return true; +} + +/* Read a single byte from input stream. buf may not be NULL. + * This is an optimization for the varint decoding. */ +static bool checkreturn pb_readbyte(pb_istream_t *stream, pb_byte_t *buf) +{ + if (stream->bytes_left == 0) + PB_RETURN_ERROR(stream, "end-of-stream"); + +#ifndef PB_BUFFER_ONLY + if (!stream->callback(stream, buf, 1)) + PB_RETURN_ERROR(stream, "io error"); +#else + *buf = *(const pb_byte_t*)stream->state; + stream->state = (pb_byte_t*)stream->state + 1; +#endif + + stream->bytes_left--; + + return true; +} + +pb_istream_t pb_istream_from_buffer(const pb_byte_t *buf, size_t bufsize) +{ + pb_istream_t stream; + /* Cast away the const from buf without a compiler error. We are + * careful to use it only in a const manner in the callbacks. + */ + union { + void *state; + const void *c_state; + } state; +#ifdef PB_BUFFER_ONLY + stream.callback = NULL; +#else + stream.callback = &buf_read; +#endif + state.c_state = buf; + stream.state = state.state; + stream.bytes_left = bufsize; +#ifndef PB_NO_ERRMSG + stream.errmsg = NULL; +#endif + return stream; +} + +/******************** + * Helper functions * + ********************/ + +static bool checkreturn pb_decode_varint32_eof(pb_istream_t *stream, uint32_t *dest, bool *eof) +{ + pb_byte_t byte; + uint32_t result; + + if (!pb_readbyte(stream, &byte)) + { + if (stream->bytes_left == 0) + { + if (eof) + { + *eof = true; + } + } + + return false; + } + + if ((byte & 0x80) == 0) + { + /* Quick case, 1 byte value */ + result = byte; + } + else + { + /* Multibyte case */ + uint_fast8_t bitpos = 7; + result = byte & 0x7F; + + do + { + if (!pb_readbyte(stream, &byte)) + return false; + + if (bitpos >= 32) + { + /* Note: The varint could have trailing 0x80 bytes, or 0xFF for negative. */ + uint8_t sign_extension = (bitpos < 63) ? 0xFF : 0x01; + + if ((byte & 0x7F) != 0x00 && ((result >> 31) == 0 || byte != sign_extension)) + { + PB_RETURN_ERROR(stream, "varint overflow"); + } + } + else + { + result |= (uint32_t)(byte & 0x7F) << bitpos; + } + bitpos = (uint_fast8_t)(bitpos + 7); + } while (byte & 0x80); + + if (bitpos == 35 && (byte & 0x70) != 0) + { + /* The last byte was at bitpos=28, so only bottom 4 bits fit. */ + PB_RETURN_ERROR(stream, "varint overflow"); + } + } + + *dest = result; + return true; +} + +bool checkreturn pb_decode_varint32(pb_istream_t *stream, uint32_t *dest) +{ + return pb_decode_varint32_eof(stream, dest, NULL); +} + +#ifndef PB_WITHOUT_64BIT +bool checkreturn pb_decode_varint(pb_istream_t *stream, uint64_t *dest) +{ + pb_byte_t byte; + uint_fast8_t bitpos = 0; + uint64_t result = 0; + + do + { + if (bitpos >= 64) + PB_RETURN_ERROR(stream, "varint overflow"); + + if (!pb_readbyte(stream, &byte)) + return false; + + result |= (uint64_t)(byte & 0x7F) << bitpos; + bitpos = (uint_fast8_t)(bitpos + 7); + } while (byte & 0x80); + + *dest = result; + return true; +} +#endif + +bool checkreturn pb_skip_varint(pb_istream_t *stream) +{ + pb_byte_t byte; + do + { + if (!pb_read(stream, &byte, 1)) + return false; + } while (byte & 0x80); + return true; +} + +bool checkreturn pb_skip_string(pb_istream_t *stream) +{ + uint32_t length; + if (!pb_decode_varint32(stream, &length)) + return false; + + return pb_read(stream, NULL, length); +} + +bool checkreturn pb_decode_tag(pb_istream_t *stream, pb_wire_type_t *wire_type, uint32_t *tag, bool *eof) +{ + uint32_t temp; + *eof = false; + *wire_type = (pb_wire_type_t) 0; + *tag = 0; + + if (!pb_decode_varint32_eof(stream, &temp, eof)) + { + return false; + } + + if (temp == 0) + { + *eof = true; /* Special feature: allow 0-terminated messages. */ + return false; + } + + *tag = temp >> 3; + *wire_type = (pb_wire_type_t)(temp & 7); + return true; +} + +bool checkreturn pb_skip_field(pb_istream_t *stream, pb_wire_type_t wire_type) +{ + switch (wire_type) + { + case PB_WT_VARINT: return pb_skip_varint(stream); + case PB_WT_64BIT: return pb_read(stream, NULL, 8); + case PB_WT_STRING: return pb_skip_string(stream); + case PB_WT_32BIT: return pb_read(stream, NULL, 4); + default: PB_RETURN_ERROR(stream, "invalid wire_type"); + } +} + +/* Read a raw value to buffer, for the purpose of passing it to callback as + * a substream. Size is maximum size on call, and actual size on return. + */ +static bool checkreturn read_raw_value(pb_istream_t *stream, pb_wire_type_t wire_type, pb_byte_t *buf, size_t *size) +{ + size_t max_size = *size; + switch (wire_type) + { + case PB_WT_VARINT: + *size = 0; + do + { + (*size)++; + if (*size > max_size) return false; + if (!pb_read(stream, buf, 1)) return false; + } while (*buf++ & 0x80); + return true; + + case PB_WT_64BIT: + *size = 8; + return pb_read(stream, buf, 8); + + case PB_WT_32BIT: + *size = 4; + return pb_read(stream, buf, 4); + + case PB_WT_STRING: + /* Calling read_raw_value with a PB_WT_STRING is an error. + * Explicitly handle this case and fallthrough to default to avoid + * compiler warnings. + */ + + default: PB_RETURN_ERROR(stream, "invalid wire_type"); + } +} + +/* Decode string length from stream and return a substream with limited length. + * Remember to close the substream using pb_close_string_substream(). + */ +bool checkreturn pb_make_string_substream(pb_istream_t *stream, pb_istream_t *substream) +{ + uint32_t size; + if (!pb_decode_varint32(stream, &size)) + return false; + + *substream = *stream; + if (substream->bytes_left < size) + PB_RETURN_ERROR(stream, "parent stream too short"); + + substream->bytes_left = size; + stream->bytes_left -= size; + return true; +} + +bool checkreturn pb_close_string_substream(pb_istream_t *stream, pb_istream_t *substream) +{ + if (substream->bytes_left) { + if (!pb_read(substream, NULL, substream->bytes_left)) + return false; + } + + stream->state = substream->state; + +#ifndef PB_NO_ERRMSG + stream->errmsg = substream->errmsg; +#endif + return true; +} + +/************************* + * Decode a single field * + *************************/ + +static bool checkreturn decode_static_field(pb_istream_t *stream, pb_wire_type_t wire_type, pb_field_iter_t *iter) +{ + pb_type_t type; + pb_decoder_t func; + + type = iter->pos->type; + func = PB_DECODERS[PB_LTYPE(type)]; + + switch (PB_HTYPE(type)) + { + case PB_HTYPE_REQUIRED: + return func(stream, iter->pos, iter->pData); + + case PB_HTYPE_OPTIONAL: + if (iter->pSize != iter->pData) + *(bool*)iter->pSize = true; + return func(stream, iter->pos, iter->pData); + + case PB_HTYPE_REPEATED: + if (wire_type == PB_WT_STRING + && PB_LTYPE(type) <= PB_LTYPE_LAST_PACKABLE) + { + /* Packed array */ + bool status = true; + pb_size_t *size = (pb_size_t*)iter->pSize; + + pb_istream_t substream; + if (!pb_make_string_substream(stream, &substream)) + return false; + + while (substream.bytes_left > 0 && *size < iter->pos->array_size) + { + void *pItem = (char*)iter->pData + iter->pos->data_size * (*size); + if (!func(&substream, iter->pos, pItem)) + { + status = false; + break; + } + (*size)++; + } + + if (substream.bytes_left != 0) + PB_RETURN_ERROR(stream, "array overflow"); + if (!pb_close_string_substream(stream, &substream)) + return false; + + return status; + } + else + { + /* Repeated field */ + pb_size_t *size = (pb_size_t*)iter->pSize; + char *pItem = (char*)iter->pData + iter->pos->data_size * (*size); + + if ((*size)++ >= iter->pos->array_size) + PB_RETURN_ERROR(stream, "array overflow"); + + return func(stream, iter->pos, pItem); + } + + case PB_HTYPE_ONEOF: + *(pb_size_t*)iter->pSize = iter->pos->tag; + if (PB_LTYPE(type) == PB_LTYPE_SUBMESSAGE) + { + /* We memset to zero so that any callbacks are set to NULL. + * Then set any default values. */ + memset(iter->pData, 0, iter->pos->data_size); + pb_message_set_to_defaults((const pb_field_t*)iter->pos->ptr, iter->pData); + } + return func(stream, iter->pos, iter->pData); + + default: + PB_RETURN_ERROR(stream, "invalid field type"); + } +} + +#ifdef PB_ENABLE_MALLOC +/* Allocate storage for the field and store the pointer at iter->pData. + * array_size is the number of entries to reserve in an array. + * Zero size is not allowed, use pb_free() for releasing. + */ +static bool checkreturn allocate_field(pb_istream_t *stream, void *pData, size_t data_size, size_t array_size) +{ + void *ptr = *(void**)pData; + + if (data_size == 0 || array_size == 0) + PB_RETURN_ERROR(stream, "invalid size"); + + /* Check for multiplication overflows. + * This code avoids the costly division if the sizes are small enough. + * Multiplication is safe as long as only half of bits are set + * in either multiplicand. + */ + { + const size_t check_limit = (size_t)1 << (sizeof(size_t) * 4); + if (data_size >= check_limit || array_size >= check_limit) + { + const size_t size_max = (size_t)-1; + if (size_max / array_size < data_size) + { + PB_RETURN_ERROR(stream, "size too large"); + } + } + } + + /* Allocate new or expand previous allocation */ + /* Note: on failure the old pointer will remain in the structure, + * the message must be freed by caller also on error return. */ + ptr = pb_realloc(ptr, array_size * data_size); + if (ptr == NULL) + PB_RETURN_ERROR(stream, "realloc failed"); + + *(void**)pData = ptr; + return true; +} + +/* Clear a newly allocated item in case it contains a pointer, or is a submessage. */ +static void initialize_pointer_field(void *pItem, pb_field_iter_t *iter) +{ + if (PB_LTYPE(iter->pos->type) == PB_LTYPE_STRING || + PB_LTYPE(iter->pos->type) == PB_LTYPE_BYTES) + { + *(void**)pItem = NULL; + } + else if (PB_LTYPE(iter->pos->type) == PB_LTYPE_SUBMESSAGE) + { + /* We memset to zero so that any callbacks are set to NULL. + * Then set any default values. */ + memset(pItem, 0, iter->pos->data_size); + pb_message_set_to_defaults((const pb_field_t *) iter->pos->ptr, pItem); + } +} +#endif + +static bool checkreturn decode_pointer_field(pb_istream_t *stream, pb_wire_type_t wire_type, pb_field_iter_t *iter) +{ +#ifndef PB_ENABLE_MALLOC + PB_UNUSED(wire_type); + PB_UNUSED(iter); + PB_RETURN_ERROR(stream, "no malloc support"); +#else + pb_type_t type; + pb_decoder_t func; + + type = iter->pos->type; + func = PB_DECODERS[PB_LTYPE(type)]; + + switch (PB_HTYPE(type)) + { + case PB_HTYPE_REQUIRED: + case PB_HTYPE_OPTIONAL: + case PB_HTYPE_ONEOF: + if (PB_LTYPE(type) == PB_LTYPE_SUBMESSAGE && + *(void**)iter->pData != NULL) + { + /* Duplicate field, have to release the old allocation first. */ + pb_release_single_field(iter); + } + + if (PB_HTYPE(type) == PB_HTYPE_ONEOF) + { + *(pb_size_t*)iter->pSize = iter->pos->tag; + } + + if (PB_LTYPE(type) == PB_LTYPE_STRING || + PB_LTYPE(type) == PB_LTYPE_BYTES) + { + return func(stream, iter->pos, iter->pData); + } + else + { + if (!allocate_field(stream, iter->pData, iter->pos->data_size, 1)) + return false; + + initialize_pointer_field(*(void**)iter->pData, iter); + return func(stream, iter->pos, *(void**)iter->pData); + } + + case PB_HTYPE_REPEATED: + if (wire_type == PB_WT_STRING + && PB_LTYPE(type) <= PB_LTYPE_LAST_PACKABLE) + { + /* Packed array, multiple items come in at once. */ + bool status = true; + pb_size_t *size = (pb_size_t*)iter->pSize; + size_t allocated_size = *size; + void *pItem; + pb_istream_t substream; + + if (!pb_make_string_substream(stream, &substream)) + return false; + + while (substream.bytes_left) + { + if ((size_t)*size + 1 > allocated_size) + { + /* Allocate more storage. This tries to guess the + * number of remaining entries. Round the division + * upwards. */ + allocated_size += (substream.bytes_left - 1) / iter->pos->data_size + 1; + + if (!allocate_field(&substream, iter->pData, iter->pos->data_size, allocated_size)) + { + status = false; + break; + } + } + + /* Decode the array entry */ + pItem = *(char**)iter->pData + iter->pos->data_size * (*size); + initialize_pointer_field(pItem, iter); + if (!func(&substream, iter->pos, pItem)) + { + status = false; + break; + } + + if (*size == PB_SIZE_MAX) + { +#ifndef PB_NO_ERRMSG + stream->errmsg = "too many array entries"; +#endif + status = false; + break; + } + + (*size)++; + } + if (!pb_close_string_substream(stream, &substream)) + return false; + + return status; + } + else + { + /* Normal repeated field, i.e. only one item at a time. */ + pb_size_t *size = (pb_size_t*)iter->pSize; + void *pItem; + + if (*size == PB_SIZE_MAX) + PB_RETURN_ERROR(stream, "too many array entries"); + + (*size)++; + if (!allocate_field(stream, iter->pData, iter->pos->data_size, *size)) + return false; + + pItem = *(char**)iter->pData + iter->pos->data_size * (*size - 1); + initialize_pointer_field(pItem, iter); + return func(stream, iter->pos, pItem); + } + + default: + PB_RETURN_ERROR(stream, "invalid field type"); + } +#endif +} + +static bool checkreturn decode_callback_field(pb_istream_t *stream, pb_wire_type_t wire_type, pb_field_iter_t *iter) +{ + pb_callback_t *pCallback = (pb_callback_t*)iter->pData; + +#ifdef PB_OLD_CALLBACK_STYLE + void *arg = pCallback->arg; +#else + void **arg = &(pCallback->arg); +#endif + + if (pCallback == NULL || pCallback->funcs.decode == NULL) + return pb_skip_field(stream, wire_type); + + if (wire_type == PB_WT_STRING) + { + pb_istream_t substream; + + if (!pb_make_string_substream(stream, &substream)) + return false; + + do + { + if (!pCallback->funcs.decode(&substream, iter->pos, arg)) + PB_RETURN_ERROR(stream, "callback failed"); + } while (substream.bytes_left); + + if (!pb_close_string_substream(stream, &substream)) + return false; + + return true; + } + else + { + /* Copy the single scalar value to stack. + * This is required so that we can limit the stream length, + * which in turn allows to use same callback for packed and + * not-packed fields. */ + pb_istream_t substream; + pb_byte_t buffer[10]; + size_t size = sizeof(buffer); + + if (!read_raw_value(stream, wire_type, buffer, &size)) + return false; + substream = pb_istream_from_buffer(buffer, size); + + return pCallback->funcs.decode(&substream, iter->pos, arg); + } +} + +static bool checkreturn decode_field(pb_istream_t *stream, pb_wire_type_t wire_type, pb_field_iter_t *iter) +{ +#ifdef PB_ENABLE_MALLOC + /* When decoding an oneof field, check if there is old data that must be + * released first. */ + if (PB_HTYPE(iter->pos->type) == PB_HTYPE_ONEOF) + { + if (!pb_release_union_field(stream, iter)) + return false; + } +#endif + + switch (PB_ATYPE(iter->pos->type)) + { + case PB_ATYPE_STATIC: + return decode_static_field(stream, wire_type, iter); + + case PB_ATYPE_POINTER: + return decode_pointer_field(stream, wire_type, iter); + + case PB_ATYPE_CALLBACK: + return decode_callback_field(stream, wire_type, iter); + + default: + PB_RETURN_ERROR(stream, "invalid field type"); + } +} + +static void iter_from_extension(pb_field_iter_t *iter, pb_extension_t *extension) +{ + /* Fake a field iterator for the extension field. + * It is not actually safe to advance this iterator, but decode_field + * will not even try to. */ + const pb_field_t *field = (const pb_field_t*)extension->type->arg; + (void)pb_field_iter_begin(iter, field, extension->dest); + iter->pData = extension->dest; + iter->pSize = &extension->found; + + if (PB_ATYPE(field->type) == PB_ATYPE_POINTER) + { + /* For pointer extensions, the pointer is stored directly + * in the extension structure. This avoids having an extra + * indirection. */ + iter->pData = &extension->dest; + } +} + +/* Default handler for extension fields. Expects a pb_field_t structure + * in extension->type->arg. */ +static bool checkreturn default_extension_decoder(pb_istream_t *stream, + pb_extension_t *extension, uint32_t tag, pb_wire_type_t wire_type) +{ + const pb_field_t *field = (const pb_field_t*)extension->type->arg; + pb_field_iter_t iter; + + if (field->tag != tag) + return true; + + iter_from_extension(&iter, extension); + extension->found = true; + return decode_field(stream, wire_type, &iter); +} + +/* Try to decode an unknown field as an extension field. Tries each extension + * decoder in turn, until one of them handles the field or loop ends. */ +static bool checkreturn decode_extension(pb_istream_t *stream, + uint32_t tag, pb_wire_type_t wire_type, pb_field_iter_t *iter) +{ + pb_extension_t *extension = *(pb_extension_t* const *)iter->pData; + size_t pos = stream->bytes_left; + + while (extension != NULL && pos == stream->bytes_left) + { + bool status; + if (extension->type->decode) + status = extension->type->decode(stream, extension, tag, wire_type); + else + status = default_extension_decoder(stream, extension, tag, wire_type); + + if (!status) + return false; + + extension = extension->next; + } + + return true; +} + +/* Step through the iterator until an extension field is found or until all + * entries have been checked. There can be only one extension field per + * message. Returns false if no extension field is found. */ +static bool checkreturn find_extension_field(pb_field_iter_t *iter) +{ + const pb_field_t *start = iter->pos; + + do { + if (PB_LTYPE(iter->pos->type) == PB_LTYPE_EXTENSION) + return true; + (void)pb_field_iter_next(iter); + } while (iter->pos != start); + + return false; +} + +/* Initialize message fields to default values, recursively */ +static void pb_field_set_to_default(pb_field_iter_t *iter) +{ + pb_type_t type; + type = iter->pos->type; + + if (PB_LTYPE(type) == PB_LTYPE_EXTENSION) + { + pb_extension_t *ext = *(pb_extension_t* const *)iter->pData; + while (ext != NULL) + { + pb_field_iter_t ext_iter; + ext->found = false; + iter_from_extension(&ext_iter, ext); + pb_field_set_to_default(&ext_iter); + ext = ext->next; + } + } + else if (PB_ATYPE(type) == PB_ATYPE_STATIC) + { + bool init_data = true; + if (PB_HTYPE(type) == PB_HTYPE_OPTIONAL && iter->pSize != iter->pData) + { + /* Set has_field to false. Still initialize the optional field + * itself also. */ + *(bool*)iter->pSize = false; + } + else if (PB_HTYPE(type) == PB_HTYPE_REPEATED || + PB_HTYPE(type) == PB_HTYPE_ONEOF) + { + /* REPEATED: Set array count to 0, no need to initialize contents. + ONEOF: Set which_field to 0. */ + *(pb_size_t*)iter->pSize = 0; + init_data = false; + } + + if (init_data) + { + if (PB_LTYPE(iter->pos->type) == PB_LTYPE_SUBMESSAGE) + { + /* Initialize submessage to defaults */ + pb_message_set_to_defaults((const pb_field_t *) iter->pos->ptr, iter->pData); + } + else if (iter->pos->ptr != NULL) + { + /* Initialize to default value */ + memcpy(iter->pData, iter->pos->ptr, iter->pos->data_size); + } + else + { + /* Initialize to zeros */ + memset(iter->pData, 0, iter->pos->data_size); + } + } + } + else if (PB_ATYPE(type) == PB_ATYPE_POINTER) + { + /* Initialize the pointer to NULL. */ + *(void**)iter->pData = NULL; + + /* Initialize array count to 0. */ + if (PB_HTYPE(type) == PB_HTYPE_REPEATED || + PB_HTYPE(type) == PB_HTYPE_ONEOF) + { + *(pb_size_t*)iter->pSize = 0; + } + } + else if (PB_ATYPE(type) == PB_ATYPE_CALLBACK) + { + /* Don't overwrite callback */ + } +} + +static void pb_message_set_to_defaults(const pb_field_t fields[], void *dest_struct) +{ + pb_field_iter_t iter; + + if (!pb_field_iter_begin(&iter, fields, dest_struct)) + return; /* Empty message type */ + + do + { + pb_field_set_to_default(&iter); + } while (pb_field_iter_next(&iter)); +} + +/********************* + * Decode all fields * + *********************/ + +bool checkreturn pb_decode_noinit(pb_istream_t *stream, const pb_field_t fields[], void *dest_struct) +{ + uint32_t fields_seen[(PB_MAX_REQUIRED_FIELDS + 31) / 32] = {0, 0}; + const uint32_t allbits = ~(uint32_t)0; + uint32_t extension_range_start = 0; + pb_field_iter_t iter; + + /* 'fixed_count_field' and 'fixed_count_size' track position of a repeated fixed + * count field. This can only handle _one_ repeated fixed count field that + * is unpacked and unordered among other (non repeated fixed count) fields. + */ + const pb_field_t *fixed_count_field = NULL; + pb_size_t fixed_count_size = 0; + + /* Return value ignored, as empty message types will be correctly handled by + * pb_field_iter_find() anyway. */ + (void)pb_field_iter_begin(&iter, fields, dest_struct); + + while (stream->bytes_left) + { + uint32_t tag; + pb_wire_type_t wire_type; + bool eof; + + if (!pb_decode_tag(stream, &wire_type, &tag, &eof)) + { + if (eof) + break; + else + return false; + } + + if (!pb_field_iter_find(&iter, tag)) + { + /* No match found, check if it matches an extension. */ + if (tag >= extension_range_start) + { + if (!find_extension_field(&iter)) + extension_range_start = (uint32_t)-1; + else + extension_range_start = iter.pos->tag; + + if (tag >= extension_range_start) + { + size_t pos = stream->bytes_left; + + if (!decode_extension(stream, tag, wire_type, &iter)) + return false; + + if (pos != stream->bytes_left) + { + /* The field was handled */ + continue; + } + } + } + + /* No match found, skip data */ + if (!pb_skip_field(stream, wire_type)) + return false; + continue; + } + + /* If a repeated fixed count field was found, get size from + * 'fixed_count_field' as there is no counter contained in the struct. + */ + if (PB_HTYPE(iter.pos->type) == PB_HTYPE_REPEATED + && iter.pSize == iter.pData) + { + if (fixed_count_field != iter.pos) { + /* If the new fixed count field does not match the previous one, + * check that the previous one is NULL or that it finished + * receiving all the expected data. + */ + if (fixed_count_field != NULL && + fixed_count_size != fixed_count_field->array_size) + { + PB_RETURN_ERROR(stream, "wrong size for fixed count field"); + } + + fixed_count_field = iter.pos; + fixed_count_size = 0; + } + + iter.pSize = &fixed_count_size; + } + + if (PB_HTYPE(iter.pos->type) == PB_HTYPE_REQUIRED + && iter.required_field_index < PB_MAX_REQUIRED_FIELDS) + { + uint32_t tmp = ((uint32_t)1 << (iter.required_field_index & 31)); + fields_seen[iter.required_field_index >> 5] |= tmp; + } + + if (!decode_field(stream, wire_type, &iter)) + return false; + } + + /* Check that all elements of the last decoded fixed count field were present. */ + if (fixed_count_field != NULL && + fixed_count_size != fixed_count_field->array_size) + { + PB_RETURN_ERROR(stream, "wrong size for fixed count field"); + } + + /* Check that all required fields were present. */ + { + /* First figure out the number of required fields by + * seeking to the end of the field array. Usually we + * are already close to end after decoding. + */ + unsigned req_field_count; + pb_type_t last_type; + unsigned i; + do { + req_field_count = iter.required_field_index; + last_type = iter.pos->type; + } while (pb_field_iter_next(&iter)); + + /* Fixup if last field was also required. */ + if (PB_HTYPE(last_type) == PB_HTYPE_REQUIRED && iter.pos->tag != 0) + req_field_count++; + + if (req_field_count > PB_MAX_REQUIRED_FIELDS) + req_field_count = PB_MAX_REQUIRED_FIELDS; + + if (req_field_count > 0) + { + /* Check the whole words */ + for (i = 0; i < (req_field_count >> 5); i++) + { + if (fields_seen[i] != allbits) + PB_RETURN_ERROR(stream, "missing required field"); + } + + /* Check the remaining bits (if any) */ + if ((req_field_count & 31) != 0) + { + if (fields_seen[req_field_count >> 5] != + (allbits >> (32 - (req_field_count & 31)))) + { + PB_RETURN_ERROR(stream, "missing required field"); + } + } + } + } + + return true; +} + +bool checkreturn pb_decode(pb_istream_t *stream, const pb_field_t fields[], void *dest_struct) +{ + bool status; + pb_message_set_to_defaults(fields, dest_struct); + status = pb_decode_noinit(stream, fields, dest_struct); + +#ifdef PB_ENABLE_MALLOC + if (!status) + pb_release(fields, dest_struct); +#endif + + return status; +} + +bool pb_decode_delimited_noinit(pb_istream_t *stream, const pb_field_t fields[], void *dest_struct) +{ + pb_istream_t substream; + bool status; + + if (!pb_make_string_substream(stream, &substream)) + return false; + + status = pb_decode_noinit(&substream, fields, dest_struct); + + if (!pb_close_string_substream(stream, &substream)) + return false; + return status; +} + +bool pb_decode_delimited(pb_istream_t *stream, const pb_field_t fields[], void *dest_struct) +{ + pb_istream_t substream; + bool status; + + if (!pb_make_string_substream(stream, &substream)) + return false; + + status = pb_decode(&substream, fields, dest_struct); + + if (!pb_close_string_substream(stream, &substream)) + return false; + return status; +} + +bool pb_decode_nullterminated(pb_istream_t *stream, const pb_field_t fields[], void *dest_struct) +{ + /* This behaviour will be separated in nanopb-0.4.0, see issue #278. */ + return pb_decode(stream, fields, dest_struct); +} + +#ifdef PB_ENABLE_MALLOC +/* Given an oneof field, if there has already been a field inside this oneof, + * release it before overwriting with a different one. */ +static bool pb_release_union_field(pb_istream_t *stream, pb_field_iter_t *iter) +{ + pb_size_t old_tag = *(pb_size_t*)iter->pSize; /* Previous which_ value */ + pb_size_t new_tag = iter->pos->tag; /* New which_ value */ + + if (old_tag == 0) + return true; /* Ok, no old data in union */ + + if (old_tag == new_tag) + return true; /* Ok, old data is of same type => merge */ + + /* Release old data. The find can fail if the message struct contains + * invalid data. */ + if (!pb_field_iter_find(iter, old_tag)) + PB_RETURN_ERROR(stream, "invalid union tag"); + + pb_release_single_field(iter); + + /* Restore iterator to where it should be. + * This shouldn't fail unless the pb_field_t structure is corrupted. */ + if (!pb_field_iter_find(iter, new_tag)) + PB_RETURN_ERROR(stream, "iterator error"); + + return true; +} + +static void pb_release_single_field(const pb_field_iter_t *iter) +{ + pb_type_t type; + type = iter->pos->type; + + if (PB_HTYPE(type) == PB_HTYPE_ONEOF) + { + if (*(pb_size_t*)iter->pSize != iter->pos->tag) + return; /* This is not the current field in the union */ + } + + /* Release anything contained inside an extension or submsg. + * This has to be done even if the submsg itself is statically + * allocated. */ + if (PB_LTYPE(type) == PB_LTYPE_EXTENSION) + { + /* Release fields from all extensions in the linked list */ + pb_extension_t *ext = *(pb_extension_t**)iter->pData; + while (ext != NULL) + { + pb_field_iter_t ext_iter; + iter_from_extension(&ext_iter, ext); + pb_release_single_field(&ext_iter); + ext = ext->next; + } + } + else if (PB_LTYPE(type) == PB_LTYPE_SUBMESSAGE) + { + /* Release fields in submessage or submsg array */ + void *pItem = iter->pData; + pb_size_t count = 1; + + if (PB_ATYPE(type) == PB_ATYPE_POINTER) + { + pItem = *(void**)iter->pData; + } + + if (PB_HTYPE(type) == PB_HTYPE_REPEATED) + { + if (PB_ATYPE(type) == PB_ATYPE_STATIC && iter->pSize == iter->pData) { + /* No _count field so use size of the array */ + count = iter->pos->array_size; + } else { + count = *(pb_size_t*)iter->pSize; + } + + if (PB_ATYPE(type) == PB_ATYPE_STATIC && count > iter->pos->array_size) + { + /* Protect against corrupted _count fields */ + count = iter->pos->array_size; + } + } + + if (pItem) + { + while (count--) + { + pb_release((const pb_field_t*)iter->pos->ptr, pItem); + pItem = (char*)pItem + iter->pos->data_size; + } + } + } + + if (PB_ATYPE(type) == PB_ATYPE_POINTER) + { + if (PB_HTYPE(type) == PB_HTYPE_REPEATED && + (PB_LTYPE(type) == PB_LTYPE_STRING || + PB_LTYPE(type) == PB_LTYPE_BYTES)) + { + /* Release entries in repeated string or bytes array */ + void **pItem = *(void***)iter->pData; + pb_size_t count = *(pb_size_t*)iter->pSize; + while (count--) + { + pb_free(*pItem); + *pItem++ = NULL; + } + } + + if (PB_HTYPE(type) == PB_HTYPE_REPEATED) + { + /* We are going to release the array, so set the size to 0 */ + *(pb_size_t*)iter->pSize = 0; + } + + /* Release main item */ + pb_free(*(void**)iter->pData); + *(void**)iter->pData = NULL; + } +} + +void pb_release(const pb_field_t fields[], void *dest_struct) +{ + pb_field_iter_t iter; + + if (!dest_struct) + return; /* Ignore NULL pointers, similar to free() */ + + if (!pb_field_iter_begin(&iter, fields, dest_struct)) + return; /* Empty message type */ + + do + { + pb_release_single_field(&iter); + } while (pb_field_iter_next(&iter)); +} +#endif + +/* Field decoders */ + +bool pb_decode_svarint(pb_istream_t *stream, pb_int64_t *dest) +{ + pb_uint64_t value; + if (!pb_decode_varint(stream, &value)) + return false; + + if (value & 1) + *dest = (pb_int64_t)(~(value >> 1)); + else + *dest = (pb_int64_t)(value >> 1); + + return true; +} + +bool pb_decode_fixed32(pb_istream_t *stream, void *dest) +{ + pb_byte_t bytes[4]; + + if (!pb_read(stream, bytes, 4)) + return false; + + *(uint32_t*)dest = ((uint32_t)bytes[0] << 0) | + ((uint32_t)bytes[1] << 8) | + ((uint32_t)bytes[2] << 16) | + ((uint32_t)bytes[3] << 24); + return true; +} + +#ifndef PB_WITHOUT_64BIT +bool pb_decode_fixed64(pb_istream_t *stream, void *dest) +{ + pb_byte_t bytes[8]; + + if (!pb_read(stream, bytes, 8)) + return false; + + *(uint64_t*)dest = ((uint64_t)bytes[0] << 0) | + ((uint64_t)bytes[1] << 8) | + ((uint64_t)bytes[2] << 16) | + ((uint64_t)bytes[3] << 24) | + ((uint64_t)bytes[4] << 32) | + ((uint64_t)bytes[5] << 40) | + ((uint64_t)bytes[6] << 48) | + ((uint64_t)bytes[7] << 56); + + return true; +} +#endif + +static bool checkreturn pb_dec_varint(pb_istream_t *stream, const pb_field_t *field, void *dest) +{ + pb_uint64_t value; + pb_int64_t svalue; + pb_int64_t clamped; + if (!pb_decode_varint(stream, &value)) + return false; + + /* See issue 97: Google's C++ protobuf allows negative varint values to + * be cast as int32_t, instead of the int64_t that should be used when + * encoding. Previous nanopb versions had a bug in encoding. In order to + * not break decoding of such messages, we cast <=32 bit fields to + * int32_t first to get the sign correct. + */ + if (field->data_size == sizeof(pb_int64_t)) + svalue = (pb_int64_t)value; + else + svalue = (int32_t)value; + + /* Cast to the proper field size, while checking for overflows */ + if (field->data_size == sizeof(pb_int64_t)) + clamped = *(pb_int64_t*)dest = svalue; + else if (field->data_size == sizeof(int32_t)) + clamped = *(int32_t*)dest = (int32_t)svalue; + else if (field->data_size == sizeof(int_least16_t)) + clamped = *(int_least16_t*)dest = (int_least16_t)svalue; + else if (field->data_size == sizeof(int_least8_t)) + clamped = *(int_least8_t*)dest = (int_least8_t)svalue; + else + PB_RETURN_ERROR(stream, "invalid data_size"); + + if (clamped != svalue) + PB_RETURN_ERROR(stream, "integer too large"); + + return true; +} + +static bool checkreturn pb_dec_uvarint(pb_istream_t *stream, const pb_field_t *field, void *dest) +{ + pb_uint64_t value, clamped; + if (!pb_decode_varint(stream, &value)) + return false; + + /* Cast to the proper field size, while checking for overflows */ + if (field->data_size == sizeof(pb_uint64_t)) + clamped = *(pb_uint64_t*)dest = value; + else if (field->data_size == sizeof(uint32_t)) + clamped = *(uint32_t*)dest = (uint32_t)value; + else if (field->data_size == sizeof(uint_least16_t)) + clamped = *(uint_least16_t*)dest = (uint_least16_t)value; + else if (field->data_size == sizeof(uint_least8_t)) + clamped = *(uint_least8_t*)dest = (uint_least8_t)value; + else + PB_RETURN_ERROR(stream, "invalid data_size"); + + if (clamped != value) + PB_RETURN_ERROR(stream, "integer too large"); + + return true; +} + +static bool checkreturn pb_dec_svarint(pb_istream_t *stream, const pb_field_t *field, void *dest) +{ + pb_int64_t value, clamped; + if (!pb_decode_svarint(stream, &value)) + return false; + + /* Cast to the proper field size, while checking for overflows */ + if (field->data_size == sizeof(pb_int64_t)) + clamped = *(pb_int64_t*)dest = value; + else if (field->data_size == sizeof(int32_t)) + clamped = *(int32_t*)dest = (int32_t)value; + else if (field->data_size == sizeof(int_least16_t)) + clamped = *(int_least16_t*)dest = (int_least16_t)value; + else if (field->data_size == sizeof(int_least8_t)) + clamped = *(int_least8_t*)dest = (int_least8_t)value; + else + PB_RETURN_ERROR(stream, "invalid data_size"); + + if (clamped != value) + PB_RETURN_ERROR(stream, "integer too large"); + + return true; +} + +static bool checkreturn pb_dec_fixed32(pb_istream_t *stream, const pb_field_t *field, void *dest) +{ + PB_UNUSED(field); + return pb_decode_fixed32(stream, dest); +} + +static bool checkreturn pb_dec_fixed64(pb_istream_t *stream, const pb_field_t *field, void *dest) +{ + PB_UNUSED(field); +#ifndef PB_WITHOUT_64BIT + return pb_decode_fixed64(stream, dest); +#else + PB_UNUSED(dest); + PB_RETURN_ERROR(stream, "no 64bit support"); +#endif +} + +static bool checkreturn pb_dec_bytes(pb_istream_t *stream, const pb_field_t *field, void *dest) +{ + uint32_t size; + size_t alloc_size; + pb_bytes_array_t *bdest; + + if (!pb_decode_varint32(stream, &size)) + return false; + + if (size > PB_SIZE_MAX) + PB_RETURN_ERROR(stream, "bytes overflow"); + + alloc_size = PB_BYTES_ARRAY_T_ALLOCSIZE(size); + if (size > alloc_size) + PB_RETURN_ERROR(stream, "size too large"); + + if (PB_ATYPE(field->type) == PB_ATYPE_POINTER) + { +#ifndef PB_ENABLE_MALLOC + PB_RETURN_ERROR(stream, "no malloc support"); +#else + if (!allocate_field(stream, dest, alloc_size, 1)) + return false; + bdest = *(pb_bytes_array_t**)dest; +#endif + } + else + { + if (alloc_size > field->data_size) + PB_RETURN_ERROR(stream, "bytes overflow"); + bdest = (pb_bytes_array_t*)dest; + } + + bdest->size = (pb_size_t)size; + return pb_read(stream, bdest->bytes, size); +} + +static bool checkreturn pb_dec_string(pb_istream_t *stream, const pb_field_t *field, void *dest) +{ + uint32_t size; + size_t alloc_size; + bool status; + if (!pb_decode_varint32(stream, &size)) + return false; + + /* Space for null terminator */ + alloc_size = size + 1; + + if (alloc_size < size) + PB_RETURN_ERROR(stream, "size too large"); + + if (PB_ATYPE(field->type) == PB_ATYPE_POINTER) + { +#ifndef PB_ENABLE_MALLOC + PB_RETURN_ERROR(stream, "no malloc support"); +#else + if (!allocate_field(stream, dest, alloc_size, 1)) + return false; + dest = *(void**)dest; +#endif + } + else + { + if (alloc_size > field->data_size) + PB_RETURN_ERROR(stream, "string overflow"); + } + + status = pb_read(stream, (pb_byte_t*)dest, size); + *((pb_byte_t*)dest + size) = 0; + return status; +} + +static bool checkreturn pb_dec_submessage(pb_istream_t *stream, const pb_field_t *field, void *dest) +{ + bool status; + pb_istream_t substream; + const pb_field_t* submsg_fields = (const pb_field_t*)field->ptr; + + if (!pb_make_string_substream(stream, &substream)) + return false; + + if (field->ptr == NULL) + PB_RETURN_ERROR(stream, "invalid field descriptor"); + + /* New array entries need to be initialized, while required and optional + * submessages have already been initialized in the top-level pb_decode. */ + if (PB_HTYPE(field->type) == PB_HTYPE_REPEATED) + status = pb_decode(&substream, submsg_fields, dest); + else + status = pb_decode_noinit(&substream, submsg_fields, dest); + + if (!pb_close_string_substream(stream, &substream)) + return false; + return status; +} + +static bool checkreturn pb_dec_fixed_length_bytes(pb_istream_t *stream, const pb_field_t *field, void *dest) +{ + uint32_t size; + + if (!pb_decode_varint32(stream, &size)) + return false; + + if (size > PB_SIZE_MAX) + PB_RETURN_ERROR(stream, "bytes overflow"); + + if (size == 0) + { + /* As a special case, treat empty bytes string as all zeros for fixed_length_bytes. */ + memset(dest, 0, field->data_size); + return true; + } + + if (size != field->data_size) + PB_RETURN_ERROR(stream, "incorrect fixed length bytes size"); + + return pb_read(stream, (pb_byte_t*)dest, field->data_size); +} diff --git a/apps/stm32/h747idisco/Src/Validation/pb_encode.c b/apps/stm32/h747idisco/Src/Validation/pb_encode.c new file mode 100644 index 000000000000..03d0f5235941 --- /dev/null +++ b/apps/stm32/h747idisco/Src/Validation/pb_encode.c @@ -0,0 +1,889 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file pb_encode.c + * \brief encode a protobuf using minimal resources + * 2011 Petteri Aimonen + */ + +#include "pb.h" +#include "pb_encode.h" +#include "pb_common.h" + +/* Use the GCC warn_unused_result attribute to check that all return values + * are propagated correctly. On other compilers and gcc before 3.4.0 just + * ignore the annotation. + */ +#if !defined(__GNUC__) || ( __GNUC__ < 3) || (__GNUC__ == 3 && __GNUC_MINOR__ < 4) + #define checkreturn +#else + #define checkreturn __attribute__((warn_unused_result)) +#endif + +/************************************** + * Declarations internal to this file * + **************************************/ +typedef bool (*pb_encoder_t)(pb_ostream_t *stream, const pb_field_t *field, const void *src) checkreturn; + +static bool checkreturn buf_write(pb_ostream_t *stream, const pb_byte_t *buf, size_t count); +static bool checkreturn encode_array(pb_ostream_t *stream, const pb_field_t *field, const void *pData, size_t count, pb_encoder_t func); +static bool checkreturn encode_field(pb_ostream_t *stream, const pb_field_t *field, const void *pData); +static bool checkreturn default_extension_encoder(pb_ostream_t *stream, const pb_extension_t *extension); +static bool checkreturn encode_extension_field(pb_ostream_t *stream, const pb_field_t *field, const void *pData); +static void *pb_const_cast(const void *p); +static bool checkreturn pb_enc_varint(pb_ostream_t *stream, const pb_field_t *field, const void *src); +static bool checkreturn pb_enc_uvarint(pb_ostream_t *stream, const pb_field_t *field, const void *src); +static bool checkreturn pb_enc_svarint(pb_ostream_t *stream, const pb_field_t *field, const void *src); +static bool checkreturn pb_enc_fixed32(pb_ostream_t *stream, const pb_field_t *field, const void *src); +static bool checkreturn pb_enc_fixed64(pb_ostream_t *stream, const pb_field_t *field, const void *src); +static bool checkreturn pb_enc_bytes(pb_ostream_t *stream, const pb_field_t *field, const void *src); +static bool checkreturn pb_enc_string(pb_ostream_t *stream, const pb_field_t *field, const void *src); +static bool checkreturn pb_enc_submessage(pb_ostream_t *stream, const pb_field_t *field, const void *src); +static bool checkreturn pb_enc_fixed_length_bytes(pb_ostream_t *stream, const pb_field_t *field, const void *src); + +#ifdef PB_WITHOUT_64BIT +#define pb_int64_t int32_t +#define pb_uint64_t uint32_t + +static bool checkreturn pb_encode_negative_varint(pb_ostream_t *stream, pb_uint64_t value); +#else +#define pb_int64_t int64_t +#define pb_uint64_t uint64_t +#endif + +/* --- Function pointers to field encoders --- + * Order in the array must match pb_action_t LTYPE numbering. + */ +static const pb_encoder_t PB_ENCODERS[PB_LTYPES_COUNT] = { + &pb_enc_varint, + &pb_enc_uvarint, + &pb_enc_svarint, + &pb_enc_fixed32, + &pb_enc_fixed64, + + &pb_enc_bytes, + &pb_enc_string, + &pb_enc_submessage, + NULL, /* extensions */ + &pb_enc_fixed_length_bytes +}; + +/******************************* + * pb_ostream_t implementation * + *******************************/ + +static bool checkreturn buf_write(pb_ostream_t *stream, const pb_byte_t *buf, size_t count) +{ + size_t i; + pb_byte_t *dest = (pb_byte_t*)stream->state; + stream->state = dest + count; + + for (i = 0; i < count; i++) + dest[i] = buf[i]; + + return true; +} + +pb_ostream_t pb_ostream_from_buffer(pb_byte_t *buf, size_t bufsize) +{ + pb_ostream_t stream; +#ifdef PB_BUFFER_ONLY + stream.callback = (void*)1; /* Just a marker value */ +#else + stream.callback = &buf_write; +#endif + stream.state = buf; + stream.max_size = bufsize; + stream.bytes_written = 0; +#ifndef PB_NO_ERRMSG + stream.errmsg = NULL; +#endif + return stream; +} + +bool checkreturn pb_write(pb_ostream_t *stream, const pb_byte_t *buf, size_t count) +{ + if (stream->callback != NULL) + { + if (stream->bytes_written + count > stream->max_size) + PB_RETURN_ERROR(stream, "stream full"); + +#ifdef PB_BUFFER_ONLY + if (!buf_write(stream, buf, count)) + PB_RETURN_ERROR(stream, "io error"); +#else + if (!stream->callback(stream, buf, count)) + PB_RETURN_ERROR(stream, "io error"); +#endif + } + + stream->bytes_written += count; + return true; +} + +/************************* + * Encode a single field * + *************************/ + +/* Encode a static array. Handles the size calculations and possible packing. */ +static bool checkreturn encode_array(pb_ostream_t *stream, const pb_field_t *field, + const void *pData, size_t count, pb_encoder_t func) +{ + size_t i; + const void *p; + size_t size; + + if (count == 0) + return true; + + if (PB_ATYPE(field->type) != PB_ATYPE_POINTER && count > field->array_size) + PB_RETURN_ERROR(stream, "array max size exceeded"); + + /* We always pack arrays if the datatype allows it. */ + if (PB_LTYPE(field->type) <= PB_LTYPE_LAST_PACKABLE) + { + if (!pb_encode_tag(stream, PB_WT_STRING, field->tag)) + return false; + + /* Determine the total size of packed array. */ + if (PB_LTYPE(field->type) == PB_LTYPE_FIXED32) + { + size = 4 * count; + } + else if (PB_LTYPE(field->type) == PB_LTYPE_FIXED64) + { + size = 8 * count; + } + else + { + pb_ostream_t sizestream = PB_OSTREAM_SIZING; + p = pData; + for (i = 0; i < count; i++) + { + if (!func(&sizestream, field, p)) + return false; + p = (const char*)p + field->data_size; + } + size = sizestream.bytes_written; + } + + if (!pb_encode_varint(stream, (pb_uint64_t)size)) + return false; + + if (stream->callback == NULL) + return pb_write(stream, NULL, size); /* Just sizing.. */ + + /* Write the data */ + p = pData; + for (i = 0; i < count; i++) + { + if (!func(stream, field, p)) + return false; + p = (const char*)p + field->data_size; + } + } + else + { + p = pData; + for (i = 0; i < count; i++) + { + if (!pb_encode_tag_for_field(stream, field)) + return false; + + /* Normally the data is stored directly in the array entries, but + * for pointer-type string and bytes fields, the array entries are + * actually pointers themselves also. So we have to dereference once + * more to get to the actual data. */ + if (PB_ATYPE(field->type) == PB_ATYPE_POINTER && + (PB_LTYPE(field->type) == PB_LTYPE_STRING || + PB_LTYPE(field->type) == PB_LTYPE_BYTES)) + { + if (!func(stream, field, *(const void* const*)p)) + return false; + } + else + { + if (!func(stream, field, p)) + return false; + } + p = (const char*)p + field->data_size; + } + } + + return true; +} + +/* In proto3, all fields are optional and are only encoded if their value is "non-zero". + * This function implements the check for the zero value. */ +static bool pb_check_proto3_default_value(const pb_field_t *field, const void *pData) +{ + pb_type_t type = field->type; + const void *pSize = (const char*)pData + field->size_offset; + + if (PB_HTYPE(type) == PB_HTYPE_REQUIRED) + { + /* Required proto2 fields inside proto3 submessage, pretty rare case */ + return false; + } + else if (PB_HTYPE(type) == PB_HTYPE_REPEATED) + { + /* Repeated fields inside proto3 submessage: present if count != 0 */ + return *(const pb_size_t*)pSize == 0; + } + else if (PB_HTYPE(type) == PB_HTYPE_ONEOF) + { + /* Oneof fields */ + return *(const pb_size_t*)pSize == 0; + } + else if (PB_HTYPE(type) == PB_HTYPE_OPTIONAL && field->size_offset) + { + /* Proto2 optional fields inside proto3 submessage */ + return *(const bool*)pSize == false; + } + + /* Rest is proto3 singular fields */ + + if (PB_ATYPE(type) == PB_ATYPE_STATIC) + { + if (PB_LTYPE(type) == PB_LTYPE_BYTES) + { + const pb_bytes_array_t *bytes = (const pb_bytes_array_t*)pData; + return bytes->size == 0; + } + else if (PB_LTYPE(type) == PB_LTYPE_STRING) + { + return *(const char*)pData == '\0'; + } + else if (PB_LTYPE(type) == PB_LTYPE_FIXED_LENGTH_BYTES) + { + /* Fixed length bytes is only empty if its length is fixed + * as 0. Which would be pretty strange, but we can check + * it anyway. */ + return field->data_size == 0; + } + else if (PB_LTYPE(type) == PB_LTYPE_SUBMESSAGE) + { + /* Check all fields in the submessage to find if any of them + * are non-zero. The comparison cannot be done byte-per-byte + * because the C struct may contain padding bytes that must + * be skipped. + */ + pb_field_iter_t iter; + if (pb_field_iter_begin(&iter, (const pb_field_t*)field->ptr, pb_const_cast(pData))) + { + do + { + if (!pb_check_proto3_default_value(iter.pos, iter.pData)) + { + return false; + } + } while (pb_field_iter_next(&iter)); + } + return true; + } + } + + { + /* Catch-all branch that does byte-per-byte comparison for zero value. + * + * This is for all pointer fields, and for static PB_LTYPE_VARINT, + * UVARINT, SVARINT, FIXED32, FIXED64, EXTENSION fields, and also + * callback fields. These all have integer or pointer value which + * can be compared with 0. + */ + pb_size_t i; + const char *p = (const char*)pData; + for (i = 0; i < field->data_size; i++) + { + if (p[i] != 0) + { + return false; + } + } + + return true; + } +} + +/* Encode a field with static or pointer allocation, i.e. one whose data + * is available to the encoder directly. */ +static bool checkreturn encode_basic_field(pb_ostream_t *stream, + const pb_field_t *field, const void *pData) +{ + pb_encoder_t func; + bool implicit_has; + const void *pSize = &implicit_has; + + func = PB_ENCODERS[PB_LTYPE(field->type)]; + + if (field->size_offset) + { + /* Static optional, repeated or oneof field */ + pSize = (const char*)pData + field->size_offset; + } + else if (PB_HTYPE(field->type) == PB_HTYPE_OPTIONAL) + { + /* Proto3 style field, optional but without explicit has_ field. */ + implicit_has = !pb_check_proto3_default_value(field, pData); + } + else + { + /* Required field, always present */ + implicit_has = true; + } + + if (PB_ATYPE(field->type) == PB_ATYPE_POINTER) + { + /* pData is a pointer to the field, which contains pointer to + * the data. If the 2nd pointer is NULL, it is interpreted as if + * the has_field was false. + */ + pData = *(const void* const*)pData; + implicit_has = (pData != NULL); + } + + switch (PB_HTYPE(field->type)) + { + case PB_HTYPE_REQUIRED: + if (!pData) + PB_RETURN_ERROR(stream, "missing required field"); + if (!pb_encode_tag_for_field(stream, field)) + return false; + if (!func(stream, field, pData)) + return false; + break; + + case PB_HTYPE_OPTIONAL: + if (*(const bool*)pSize) + { + if (!pb_encode_tag_for_field(stream, field)) + return false; + + if (!func(stream, field, pData)) + return false; + } + break; + + case PB_HTYPE_REPEATED: { + pb_size_t count; + if (field->size_offset != 0) { + count = *(const pb_size_t*)pSize; + } else { + count = field->array_size; + } + if (!encode_array(stream, field, pData, count, func)) + return false; + break; + } + + case PB_HTYPE_ONEOF: + if (*(const pb_size_t*)pSize == field->tag) + { + if (!pb_encode_tag_for_field(stream, field)) + return false; + + if (!func(stream, field, pData)) + return false; + } + break; + + default: + PB_RETURN_ERROR(stream, "invalid field type"); + } + + return true; +} + +/* Encode a field with callback semantics. This means that a user function is + * called to provide and encode the actual data. */ +static bool checkreturn encode_callback_field(pb_ostream_t *stream, + const pb_field_t *field, const void *pData) +{ + const pb_callback_t *callback = (const pb_callback_t*)pData; + +#ifdef PB_OLD_CALLBACK_STYLE + const void *arg = callback->arg; +#else + void * const *arg = &(callback->arg); +#endif + + if (callback->funcs.encode != NULL) + { + if (!callback->funcs.encode(stream, field, arg)) + PB_RETURN_ERROR(stream, "callback error"); + } + return true; +} + +/* Encode a single field of any callback or static type. */ +static bool checkreturn encode_field(pb_ostream_t *stream, + const pb_field_t *field, const void *pData) +{ + switch (PB_ATYPE(field->type)) + { + case PB_ATYPE_STATIC: + case PB_ATYPE_POINTER: + return encode_basic_field(stream, field, pData); + + case PB_ATYPE_CALLBACK: + return encode_callback_field(stream, field, pData); + + default: + PB_RETURN_ERROR(stream, "invalid field type"); + } +} + +/* Default handler for extension fields. Expects to have a pb_field_t + * pointer in the extension->type->arg field. */ +static bool checkreturn default_extension_encoder(pb_ostream_t *stream, + const pb_extension_t *extension) +{ + const pb_field_t *field = (const pb_field_t*)extension->type->arg; + + if (PB_ATYPE(field->type) == PB_ATYPE_POINTER) + { + /* For pointer extensions, the pointer is stored directly + * in the extension structure. This avoids having an extra + * indirection. */ + return encode_field(stream, field, &extension->dest); + } + else + { + return encode_field(stream, field, extension->dest); + } +} + +/* Walk through all the registered extensions and give them a chance + * to encode themselves. */ +static bool checkreturn encode_extension_field(pb_ostream_t *stream, + const pb_field_t *field, const void *pData) +{ + const pb_extension_t *extension = *(const pb_extension_t* const *)pData; + PB_UNUSED(field); + + while (extension) + { + bool status; + if (extension->type->encode) + status = extension->type->encode(stream, extension); + else + status = default_extension_encoder(stream, extension); + + if (!status) + return false; + + extension = extension->next; + } + + return true; +} + +/********************* + * Encode all fields * + *********************/ + +static void *pb_const_cast(const void *p) +{ + /* Note: this casts away const, in order to use the common field iterator + * logic for both encoding and decoding. */ + union { + void *p1; + const void *p2; + } t; + t.p2 = p; + return t.p1; +} + +bool checkreturn pb_encode(pb_ostream_t *stream, const pb_field_t fields[], const void *src_struct) +{ + pb_field_iter_t iter; + if (!pb_field_iter_begin(&iter, fields, pb_const_cast(src_struct))) + return true; /* Empty message type */ + + do { + if (PB_LTYPE(iter.pos->type) == PB_LTYPE_EXTENSION) + { + /* Special case for the extension field placeholder */ + if (!encode_extension_field(stream, iter.pos, iter.pData)) + return false; + } + else + { + /* Regular field */ + if (!encode_field(stream, iter.pos, iter.pData)) + return false; + } + } while (pb_field_iter_next(&iter)); + + return true; +} + +bool pb_encode_delimited(pb_ostream_t *stream, const pb_field_t fields[], const void *src_struct) +{ + return pb_encode_submessage(stream, fields, src_struct); +} + +bool pb_encode_nullterminated(pb_ostream_t *stream, const pb_field_t fields[], const void *src_struct) +{ + const pb_byte_t zero = 0; + + if (!pb_encode(stream, fields, src_struct)) + return false; + + return pb_write(stream, &zero, 1); +} + +bool pb_get_encoded_size(size_t *size, const pb_field_t fields[], const void *src_struct) +{ + pb_ostream_t stream = PB_OSTREAM_SIZING; + + if (!pb_encode(&stream, fields, src_struct)) + return false; + + *size = stream.bytes_written; + return true; +} + +/******************** + * Helper functions * + ********************/ + +#ifdef PB_WITHOUT_64BIT +bool checkreturn pb_encode_negative_varint(pb_ostream_t *stream, pb_uint64_t value) +{ + pb_byte_t buffer[10]; + size_t i = 0; + size_t compensation = 32;/* we need to compensate 32 bits all set to 1 */ + + while (value) + { + buffer[i] = (pb_byte_t)((value & 0x7F) | 0x80); + value >>= 7; + if (compensation) + { + /* re-set all the compensation bits we can or need */ + size_t bits = compensation > 7 ? 7 : compensation; + value ^= (pb_uint64_t)((0xFFu >> (8 - bits)) << 25); /* set the number of bits needed on the lowest of the most significant 7 bits */ + compensation -= bits; + } + i++; + } + buffer[i - 1] &= 0x7F; /* Unset top bit on last byte */ + + return pb_write(stream, buffer, i); +} +#endif + +bool checkreturn pb_encode_varint(pb_ostream_t *stream, pb_uint64_t value) +{ + pb_byte_t buffer[10]; + size_t i = 0; + + if (value <= 0x7F) + { + pb_byte_t v = (pb_byte_t)value; + return pb_write(stream, &v, 1); + } + + while (value) + { + buffer[i] = (pb_byte_t)((value & 0x7F) | 0x80); + value >>= 7; + i++; + } + buffer[i-1] &= 0x7F; /* Unset top bit on last byte */ + + return pb_write(stream, buffer, i); +} + +bool checkreturn pb_encode_svarint(pb_ostream_t *stream, pb_int64_t value) +{ + pb_uint64_t zigzagged; + if (value < 0) + zigzagged = ~((pb_uint64_t)value << 1); + else + zigzagged = (pb_uint64_t)value << 1; + + return pb_encode_varint(stream, zigzagged); +} + +bool checkreturn pb_encode_fixed32(pb_ostream_t *stream, const void *value) +{ + uint32_t val = *(const uint32_t*)value; + pb_byte_t bytes[4]; + bytes[0] = (pb_byte_t)(val & 0xFF); + bytes[1] = (pb_byte_t)((val >> 8) & 0xFF); + bytes[2] = (pb_byte_t)((val >> 16) & 0xFF); + bytes[3] = (pb_byte_t)((val >> 24) & 0xFF); + return pb_write(stream, bytes, 4); +} + +#ifndef PB_WITHOUT_64BIT +bool checkreturn pb_encode_fixed64(pb_ostream_t *stream, const void *value) +{ + uint64_t val = *(const uint64_t*)value; + pb_byte_t bytes[8]; + bytes[0] = (pb_byte_t)(val & 0xFF); + bytes[1] = (pb_byte_t)((val >> 8) & 0xFF); + bytes[2] = (pb_byte_t)((val >> 16) & 0xFF); + bytes[3] = (pb_byte_t)((val >> 24) & 0xFF); + bytes[4] = (pb_byte_t)((val >> 32) & 0xFF); + bytes[5] = (pb_byte_t)((val >> 40) & 0xFF); + bytes[6] = (pb_byte_t)((val >> 48) & 0xFF); + bytes[7] = (pb_byte_t)((val >> 56) & 0xFF); + return pb_write(stream, bytes, 8); +} +#endif + +bool checkreturn pb_encode_tag(pb_ostream_t *stream, pb_wire_type_t wiretype, uint32_t field_number) +{ + pb_uint64_t tag = ((pb_uint64_t)field_number << 3) | wiretype; + return pb_encode_varint(stream, tag); +} + +bool checkreturn pb_encode_tag_for_field(pb_ostream_t *stream, const pb_field_t *field) +{ + pb_wire_type_t wiretype; + switch (PB_LTYPE(field->type)) + { + case PB_LTYPE_VARINT: + case PB_LTYPE_UVARINT: + case PB_LTYPE_SVARINT: + wiretype = PB_WT_VARINT; + break; + + case PB_LTYPE_FIXED32: + wiretype = PB_WT_32BIT; + break; + + case PB_LTYPE_FIXED64: + wiretype = PB_WT_64BIT; + break; + + case PB_LTYPE_BYTES: + case PB_LTYPE_STRING: + case PB_LTYPE_SUBMESSAGE: + case PB_LTYPE_FIXED_LENGTH_BYTES: + wiretype = PB_WT_STRING; + break; + + default: + PB_RETURN_ERROR(stream, "invalid field type"); + } + + return pb_encode_tag(stream, wiretype, field->tag); +} + +bool checkreturn pb_encode_string(pb_ostream_t *stream, const pb_byte_t *buffer, size_t size) +{ + if (!pb_encode_varint(stream, (pb_uint64_t)size)) + return false; + + return pb_write(stream, buffer, size); +} + +bool checkreturn pb_encode_submessage(pb_ostream_t *stream, const pb_field_t fields[], const void *src_struct) +{ + /* First calculate the message size using a non-writing substream. */ + pb_ostream_t substream = PB_OSTREAM_SIZING; + size_t size; + bool status; + + if (!pb_encode(&substream, fields, src_struct)) + { +#ifndef PB_NO_ERRMSG + stream->errmsg = substream.errmsg; +#endif + return false; + } + + size = substream.bytes_written; + + if (!pb_encode_varint(stream, (pb_uint64_t)size)) + return false; + + if (stream->callback == NULL) + return pb_write(stream, NULL, size); /* Just sizing */ + + if (stream->bytes_written + size > stream->max_size) + PB_RETURN_ERROR(stream, "stream full"); + + /* Use a substream to verify that a callback doesn't write more than + * what it did the first time. */ + substream.callback = stream->callback; + substream.state = stream->state; + substream.max_size = size; + substream.bytes_written = 0; +#ifndef PB_NO_ERRMSG + substream.errmsg = NULL; +#endif + + status = pb_encode(&substream, fields, src_struct); + + stream->bytes_written += substream.bytes_written; + stream->state = substream.state; +#ifndef PB_NO_ERRMSG + stream->errmsg = substream.errmsg; +#endif + + if (substream.bytes_written != size) + PB_RETURN_ERROR(stream, "submsg size changed"); + + return status; +} + +/* Field encoders */ + +static bool checkreturn pb_enc_varint(pb_ostream_t *stream, const pb_field_t *field, const void *src) +{ + pb_int64_t value = 0; + + if (field->data_size == sizeof(int_least8_t)) + value = *(const int_least8_t*)src; + else if (field->data_size == sizeof(int_least16_t)) + value = *(const int_least16_t*)src; + else if (field->data_size == sizeof(int32_t)) + value = *(const int32_t*)src; + else if (field->data_size == sizeof(pb_int64_t)) + value = *(const pb_int64_t*)src; + else + PB_RETURN_ERROR(stream, "invalid data_size"); + +#ifdef PB_WITHOUT_64BIT + if (value < 0) + return pb_encode_negative_varint(stream, (pb_uint64_t)value); + else +#endif + return pb_encode_varint(stream, (pb_uint64_t)value); +} + +static bool checkreturn pb_enc_uvarint(pb_ostream_t *stream, const pb_field_t *field, const void *src) +{ + pb_uint64_t value = 0; + + if (field->data_size == sizeof(uint_least8_t)) + value = *(const uint_least8_t*)src; + else if (field->data_size == sizeof(uint_least16_t)) + value = *(const uint_least16_t*)src; + else if (field->data_size == sizeof(uint32_t)) + value = *(const uint32_t*)src; + else if (field->data_size == sizeof(pb_uint64_t)) + value = *(const pb_uint64_t*)src; + else + PB_RETURN_ERROR(stream, "invalid data_size"); + + return pb_encode_varint(stream, value); +} + +static bool checkreturn pb_enc_svarint(pb_ostream_t *stream, const pb_field_t *field, const void *src) +{ + pb_int64_t value = 0; + + if (field->data_size == sizeof(int_least8_t)) + value = *(const int_least8_t*)src; + else if (field->data_size == sizeof(int_least16_t)) + value = *(const int_least16_t*)src; + else if (field->data_size == sizeof(int32_t)) + value = *(const int32_t*)src; + else if (field->data_size == sizeof(pb_int64_t)) + value = *(const pb_int64_t*)src; + else + PB_RETURN_ERROR(stream, "invalid data_size"); + + return pb_encode_svarint(stream, value); +} + +static bool checkreturn pb_enc_fixed64(pb_ostream_t *stream, const pb_field_t *field, const void *src) +{ + PB_UNUSED(field); +#ifndef PB_WITHOUT_64BIT + return pb_encode_fixed64(stream, src); +#else + PB_UNUSED(src); + PB_RETURN_ERROR(stream, "no 64bit support"); +#endif +} + +static bool checkreturn pb_enc_fixed32(pb_ostream_t *stream, const pb_field_t *field, const void *src) +{ + PB_UNUSED(field); + return pb_encode_fixed32(stream, src); +} + +static bool checkreturn pb_enc_bytes(pb_ostream_t *stream, const pb_field_t *field, const void *src) +{ + const pb_bytes_array_t *bytes = NULL; + + bytes = (const pb_bytes_array_t*)src; + + if (src == NULL) + { + /* Treat null pointer as an empty bytes field */ + return pb_encode_string(stream, NULL, 0); + } + + if (PB_ATYPE(field->type) == PB_ATYPE_STATIC && + PB_BYTES_ARRAY_T_ALLOCSIZE(bytes->size) > field->data_size) + { + PB_RETURN_ERROR(stream, "bytes size exceeded"); + } + + return pb_encode_string(stream, bytes->bytes, bytes->size); +} + +static bool checkreturn pb_enc_string(pb_ostream_t *stream, const pb_field_t *field, const void *src) +{ + size_t size = 0; + size_t max_size = field->data_size; + const char *p = (const char*)src; + + if (PB_ATYPE(field->type) == PB_ATYPE_POINTER) + max_size = (size_t)-1; + + if (src == NULL) + { + size = 0; /* Treat null pointer as an empty string */ + } + else + { + /* strnlen() is not always available, so just use a loop */ + while (size < max_size && *p != '\0') + { + size++; + p++; + } + } + + return pb_encode_string(stream, (const pb_byte_t*)src, size); +} + +static bool checkreturn pb_enc_submessage(pb_ostream_t *stream, const pb_field_t *field, const void *src) +{ + if (field->ptr == NULL) + PB_RETURN_ERROR(stream, "invalid field descriptor"); + + return pb_encode_submessage(stream, (const pb_field_t*)field->ptr, src); +} + +static bool checkreturn pb_enc_fixed_length_bytes(pb_ostream_t *stream, const pb_field_t *field, const void *src) +{ + return pb_encode_string(stream, (const pb_byte_t*)src, field->data_size); +} + diff --git a/apps/stm32/h747idisco/Src/Validation/stm32msg.pb.c b/apps/stm32/h747idisco/Src/Validation/stm32msg.pb.c new file mode 100644 index 000000000000..6bcc60eb4c7f --- /dev/null +++ b/apps/stm32/h747idisco/Src/Validation/stm32msg.pb.c @@ -0,0 +1,182 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file stm32msg.pb.c + * \brief Automatically generated nanopb constant definitions. + * Generated by nanopb-0.3.9.1 at Thu Sep 12 09:14:47 2019. + */ + +#include "stm32msg.pb.h" + +/* @@protoc_insertion_point(includes) */ +#if PB_PROTO_HEADER_VERSION != 30 +#error Regenerate this file with the current version of nanopb generator. +#endif + +const EnumCmd reqMsg_cmd_default = EnumCmd_CMD_SYS_INFO; +const uint32_t aiBufferShapeMsg_format_default = 0u; +const uint32_t aiBufferShapeMsg_n_batches_default = 1u; +const uint32_t aiBufferShapeMsg_height_default = 1u; +const uint32_t aiBufferShapeMsg_width_default = 1u; +const uint32_t aiBufferShapeMsg_channels_default = 1u; +const float aiBufferShapeMsg_scale_default = 0; +const int32_t aiBufferShapeMsg_zeropoint_default = 0; + + +const pb_field_t reqMsg_fields[6] = { + PB_FIELD( 1, UINT32 , REQUIRED, STATIC , FIRST, reqMsg, reqid, reqid, 0), + PB_FIELD( 2, UENUM , REQUIRED, STATIC , OTHER, reqMsg, cmd, reqid, &reqMsg_cmd_default), + PB_FIELD( 3, UINT32 , REQUIRED, STATIC , OTHER, reqMsg, param, cmd, 0), + PB_FIELD( 4, STRING , REQUIRED, STATIC , OTHER, reqMsg, name, param, 0), + PB_FIELD( 5, UINT32 , REQUIRED, STATIC , OTHER, reqMsg, opt, name, 0), + PB_LAST_FIELD +}; + +const pb_field_t aiRunReportMsg_fields[6] = { + PB_FIELD( 1, UINT32 , REQUIRED, STATIC , FIRST, aiRunReportMsg, id, id, 0), + PB_FIELD( 2, UINT32 , REQUIRED, STATIC , OTHER, aiRunReportMsg, signature, id, 0), + PB_FIELD( 3, UINT32 , REQUIRED, STATIC , OTHER, aiRunReportMsg, num_inferences, signature, 0), + PB_FIELD( 4, UINT32 , REQUIRED, STATIC , OTHER, aiRunReportMsg, n_nodes, num_inferences, 0), + PB_FIELD( 5, FLOAT , REQUIRED, STATIC , OTHER, aiRunReportMsg, elapsed_ms, n_nodes, 0), + PB_LAST_FIELD +}; + +const pb_field_t aiBufferShapeMsg_fields[8] = { + PB_FIELD( 1, UINT32 , REQUIRED, STATIC , FIRST, aiBufferShapeMsg, format, format, &aiBufferShapeMsg_format_default), + PB_FIELD( 2, UINT32 , REQUIRED, STATIC , OTHER, aiBufferShapeMsg, n_batches, format, &aiBufferShapeMsg_n_batches_default), + PB_FIELD( 3, UINT32 , REQUIRED, STATIC , OTHER, aiBufferShapeMsg, height, n_batches, &aiBufferShapeMsg_height_default), + PB_FIELD( 4, UINT32 , REQUIRED, STATIC , OTHER, aiBufferShapeMsg, width, height, &aiBufferShapeMsg_width_default), + PB_FIELD( 5, UINT32 , REQUIRED, STATIC , OTHER, aiBufferShapeMsg, channels, width, &aiBufferShapeMsg_channels_default), + PB_FIELD( 6, FLOAT , REQUIRED, STATIC , OTHER, aiBufferShapeMsg, scale, channels, &aiBufferShapeMsg_scale_default), + PB_FIELD( 7, INT32 , REQUIRED, STATIC , OTHER, aiBufferShapeMsg, zeropoint, scale, &aiBufferShapeMsg_zeropoint_default), + PB_LAST_FIELD +}; + +const pb_field_t aiNetworkInfoMsg_fields[21] = { + PB_FIELD( 1, STRING , REQUIRED, STATIC , FIRST, aiNetworkInfoMsg, model_name, model_name, 0), + PB_FIELD( 2, STRING , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, model_signature, model_name, 0), + PB_FIELD( 3, STRING , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, model_datetime, model_signature, 0), + PB_FIELD( 4, STRING , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, compile_datetime, model_datetime, 0), + PB_FIELD( 5, STRING , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, runtime_revision, compile_datetime, 0), + PB_FIELD( 6, UINT32 , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, runtime_version, runtime_revision, 0), + PB_FIELD( 7, STRING , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, tool_revision, runtime_version, 0), + PB_FIELD( 8, UINT32 , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, tool_version, tool_revision, 0), + PB_FIELD( 9, UINT32 , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, tool_api_version, tool_version, 0), + PB_FIELD( 10, UINT32 , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, api_version, tool_api_version, 0), + PB_FIELD( 11, UINT32 , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, interface_api_version, api_version, 0), + PB_FIELD( 12, UINT32 , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, n_macc, interface_api_version, 0), + PB_FIELD( 13, UINT32 , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, n_inputs, n_macc, 0), + PB_FIELD( 14, UINT32 , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, n_outputs, n_inputs, 0), + PB_FIELD( 15, UINT32 , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, n_nodes, n_outputs, 0), + PB_FIELD( 16, MESSAGE , REPEATED, CALLBACK, OTHER, aiNetworkInfoMsg, inputs, n_nodes, &aiBufferShapeMsg_fields), + PB_FIELD( 17, MESSAGE , REPEATED, CALLBACK, OTHER, aiNetworkInfoMsg, outputs, inputs, &aiBufferShapeMsg_fields), + PB_FIELD( 18, MESSAGE , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, activations, outputs, &aiBufferShapeMsg_fields), + PB_FIELD( 19, MESSAGE , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, weights, activations, &aiBufferShapeMsg_fields), + PB_FIELD( 20, UINT32 , REQUIRED, STATIC , OTHER, aiNetworkInfoMsg, signature, weights, 0), + PB_LAST_FIELD +}; + +const pb_field_t aiBufferByteMsg_fields[3] = { + PB_FIELD( 1, MESSAGE , REQUIRED, STATIC , FIRST, aiBufferByteMsg, shape, shape, &aiBufferShapeMsg_fields), + PB_FIELD( 2, BYTES , REQUIRED, CALLBACK, OTHER, aiBufferByteMsg, datas, shape, 0), + PB_LAST_FIELD +}; + +const pb_field_t syncMsg_fields[3] = { + PB_FIELD( 1, UINT32 , REQUIRED, STATIC , FIRST, syncMsg, version, version, 0), + PB_FIELD( 4, UINT32 , REQUIRED, STATIC , OTHER, syncMsg, capability, version, 0), + PB_LAST_FIELD +}; + +const pb_field_t sysinfoMsg_fields[5] = { + PB_FIELD( 1, UINT32 , REQUIRED, STATIC , FIRST, sysinfoMsg, devid, devid, 0), + PB_FIELD( 2, UINT32 , REQUIRED, STATIC , OTHER, sysinfoMsg, sclock, devid, 0), + PB_FIELD( 3, UINT32 , REQUIRED, STATIC , OTHER, sysinfoMsg, hclock, sclock, 0), + PB_FIELD( 4, UINT32 , REQUIRED, STATIC , OTHER, sysinfoMsg, cache, hclock, 0), + PB_LAST_FIELD +}; + +const pb_field_t ackMsg_fields[3] = { + PB_FIELD( 1, UINT32 , REQUIRED, STATIC , FIRST, ackMsg, param, param, 0), + PB_FIELD( 2, UENUM , REQUIRED, STATIC , OTHER, ackMsg, error, param, 0), + PB_LAST_FIELD +}; + +const pb_field_t logMsg_fields[3] = { + PB_FIELD( 1, UINT32 , REQUIRED, STATIC , FIRST, logMsg, level, level, 0), + PB_FIELD( 2, STRING , REQUIRED, STATIC , OTHER, logMsg, str, level, 0), + PB_LAST_FIELD +}; + +const pb_field_t nodeMsg_fields[5] = { + PB_FIELD( 1, UINT32 , REQUIRED, STATIC , FIRST, nodeMsg, type, type, 0), + PB_FIELD( 2, UINT32 , REQUIRED, STATIC , OTHER, nodeMsg, id, type, 0), + PB_FIELD( 3, FLOAT , REQUIRED, STATIC , OTHER, nodeMsg, duration, id, 0), + PB_FIELD( 4, MESSAGE , REQUIRED, STATIC , OTHER, nodeMsg, buffer, duration, &aiBufferByteMsg_fields), + PB_LAST_FIELD +}; + +const pb_field_t respMsg_fields[10] = { + PB_FIELD( 1, UINT32 , REQUIRED, STATIC , FIRST, respMsg, reqid, reqid, 0), + PB_FIELD( 2, UENUM , REQUIRED, STATIC , OTHER, respMsg, state, reqid, 0), + PB_ONEOF_FIELD(payload, 10, MESSAGE , ONEOF, STATIC , OTHER, respMsg, sync, state, &syncMsg_fields), + PB_ONEOF_FIELD(payload, 11, MESSAGE , ONEOF, STATIC , UNION, respMsg, sinfo, state, &sysinfoMsg_fields), + PB_ONEOF_FIELD(payload, 12, MESSAGE , ONEOF, STATIC , UNION, respMsg, ack, state, &ackMsg_fields), + PB_ONEOF_FIELD(payload, 13, MESSAGE , ONEOF, STATIC , UNION, respMsg, log, state, &logMsg_fields), + PB_ONEOF_FIELD(payload, 14, MESSAGE , ONEOF, STATIC , UNION, respMsg, node, state, &nodeMsg_fields), + PB_ONEOF_FIELD(payload, 20, MESSAGE , ONEOF, STATIC , UNION, respMsg, ninfo, state, &aiNetworkInfoMsg_fields), + PB_ONEOF_FIELD(payload, 21, MESSAGE , ONEOF, STATIC , UNION, respMsg, report, state, &aiRunReportMsg_fields), + PB_LAST_FIELD +}; + + + + + + + + + + +/* Check that field information fits in pb_field_t */ +#if !defined(PB_FIELD_32BIT) +/* If you get an error here, it means that you need to define PB_FIELD_32BIT + * compile-time option. You can do that in pb.h or on compiler command line. + * + * The reason you need to do this is that some of your messages contain tag + * numbers or field sizes that are larger than what can fit in 8 or 16 bit + * field descriptors. + */ +PB_STATIC_ASSERT((pb_membersize(aiNetworkInfoMsg, activations) < 65536 && pb_membersize(aiNetworkInfoMsg, weights) < 65536 && pb_membersize(aiBufferByteMsg, shape) < 65536 && pb_membersize(nodeMsg, buffer) < 65536 && pb_membersize(respMsg, payload.sync) < 65536 && pb_membersize(respMsg, payload.sinfo) < 65536 && pb_membersize(respMsg, payload.ack) < 65536 && pb_membersize(respMsg, payload.log) < 65536 && pb_membersize(respMsg, payload.node) < 65536 && pb_membersize(respMsg, payload.ninfo) < 65536 && pb_membersize(respMsg, payload.report) < 65536), YOU_MUST_DEFINE_PB_FIELD_32BIT_FOR_MESSAGES_reqMsg_aiRunReportMsg_aiBufferShapeMsg_aiNetworkInfoMsg_aiBufferByteMsg_syncMsg_sysinfoMsg_ackMsg_logMsg_nodeMsg_respMsg) +#endif + +#if !defined(PB_FIELD_16BIT) && !defined(PB_FIELD_32BIT) +/* If you get an error here, it means that you need to define PB_FIELD_16BIT + * compile-time option. You can do that in pb.h or on compiler command line. + * + * The reason you need to do this is that some of your messages contain tag + * numbers or field sizes that are larger than what can fit in the default + * 8 bit descriptors. + */ +PB_STATIC_ASSERT((pb_membersize(aiNetworkInfoMsg, activations) < 256 && pb_membersize(aiNetworkInfoMsg, weights) < 256 && pb_membersize(aiBufferByteMsg, shape) < 256 && pb_membersize(nodeMsg, buffer) < 256 && pb_membersize(respMsg, payload.sync) < 256 && pb_membersize(respMsg, payload.sinfo) < 256 && pb_membersize(respMsg, payload.ack) < 256 && pb_membersize(respMsg, payload.log) < 256 && pb_membersize(respMsg, payload.node) < 256 && pb_membersize(respMsg, payload.ninfo) < 256 && pb_membersize(respMsg, payload.report) < 256), YOU_MUST_DEFINE_PB_FIELD_16BIT_FOR_MESSAGES_reqMsg_aiRunReportMsg_aiBufferShapeMsg_aiNetworkInfoMsg_aiBufferByteMsg_syncMsg_sysinfoMsg_ackMsg_logMsg_nodeMsg_respMsg) +#endif + + +/* @@protoc_insertion_point(eof) */ diff --git a/apps/stm32/h747idisco/Src/app_x-cube-ai.c b/apps/stm32/h747idisco/Src/app_x-cube-ai.c new file mode 100644 index 000000000000..58149bcc783e --- /dev/null +++ b/apps/stm32/h747idisco/Src/app_x-cube-ai.c @@ -0,0 +1,67 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file app_x-cube-ai.c + * \brief AI program body + */ + +#ifdef __cplusplus + extern "C" { +#endif + +#include +#include "app_x-cube-ai.h" +#include "bsp_ai.h" +#ifdef USE_VALID +#include "aiValidation.h" +#else +#include "aiSystemPerformance.h" +#endif + +/* USER CODE BEGIN includes */ + +/* USER CODE END includes */ + +/************************************************************************* + * + */ +void MX_X_CUBE_AI_Init(void) +{ + MX_UARTx_Init(); +#ifdef USE_VALID + aiValidationInit(); +#else + aiSystemPerformanceInit(); +#endif + /* USER CODE BEGIN 0 */ + /* USER CODE END 0 */ +} + +void MX_X_CUBE_AI_Process(void) +{ +#ifdef USE_VALID + aiValidationProcess(); +#else + aiSystemPerformanceProcess(); +#endif + HAL_Delay(1000); /* delay 1s */ + /* USER CODE BEGIN 1 */ + /* USER CODE END 1 */ +} diff --git a/apps/stm32/h747idisco/Src/main.c b/apps/stm32/h747idisco/Src/main.c new file mode 100644 index 000000000000..5c3627cd002a --- /dev/null +++ b/apps/stm32/h747idisco/Src/main.c @@ -0,0 +1,576 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file main.c + * \brief Main program body + */ + +#include "main.h" +#include "app_x-cube-ai.h" + +/* Private includes ----------------------------------------------------------*/ +/* USER CODE BEGIN Includes */ +#if defined(USE_STM32H747I_DISCO) +#include "stm32h747i_discovery.h" +#include "stm32h747i_discovery_sdram.h" +#include "stm32h747i_discovery_qspi.h" +#elif defined(USE_STM32H743I_EVAL) +#include "stm32h743i_eval.h" +#include "stm32h743i_eval_sdram.h" +#include "stm32h743i_eval_qspi.h" +#else +#error "Define board" +#endif + +#include + +/* USER CODE END Includes */ + +/* Private typedef -----------------------------------------------------------*/ +/* USER CODE BEGIN PTD */ + +/* USER CODE END PTD */ + +/* Private define ------------------------------------------------------------*/ +/* USER CODE BEGIN PD */ + +/* USER CODE END PD */ + +/* Private macro -------------------------------------------------------------*/ +/* USER CODE BEGIN PM */ + +/* USER CODE END PM */ + +/* Private variables ---------------------------------------------------------*/ + +CRC_HandleTypeDef hcrc; + +UART_HandleTypeDef huart1; + +/* USER CODE BEGIN PV */ + +/* USER CODE END PV */ + +/* Private function prototypes -----------------------------------------------*/ +void SystemClock_Config(void); +static void MX_GPIO_Init(void); +static void MX_CRC_Init(void); +void MX_USART1_UART_Init(void); +/* USER CODE BEGIN PFP */ + +static void MPU_Config(void); +static void CPU_CACHE_Enable(void); +static uint32_t GetQspiCLKFreq(void); +static uint32_t GetSdramCLKFreq(void); +/* USER CODE END PFP */ + +/* Private user code ---------------------------------------------------------*/ +/* USER CODE BEGIN 0 */ + +/* USER CODE END 0 */ + +/** + * @brief The application entry point. + * @retval int + */ +int main(void) +{ + /* USER CODE BEGIN 1 */ + + /* USER CODE END 1 */ + + + /* MCU Configuration--------------------------------------------------------*/ + + /* Reset of all peripherals, Initializes the Flash interface and the Systick. */ + HAL_Init(); + + /* USER CODE BEGIN Init */ + + /* Configure the MPU attributes */ + MPU_Config(); + + /* Enable the CPU Cache */ + CPU_CACHE_Enable(); + + /* USER CODE END Init */ + + /* Configure the system clock */ + SystemClock_Config(); + + /* USER CODE BEGIN SysInit */ + BSP_LED_Init(LED_GREEN); + BSP_LED_Init(LED_RED); + + /* External SDRAM initialization */ + BSP_SDRAM_Init(0); + + /* External QSPI Flash initialization */ + BSP_QSPI_Init_t init; + init.InterfaceMode = MT25TL01G_QPI_MODE; + init.TransferRate = MT25TL01G_DTR_TRANSFER; + init.DualFlashMode = MT25TL01G_DUALFLASH_ENABLE; + BSP_QSPI_Init(0, &init); + BSP_QSPI_EnableMemoryMappedMode(0); + + /* USER CODE END SysInit */ + + /* Initialize all configured peripherals */ + MX_GPIO_Init(); + MX_CRC_Init(); + MX_USART1_UART_Init(); + MX_X_CUBE_AI_Init(); + /* USER CODE BEGIN 2 */ + + /* Display board setting */ +#if defined(USE_STM32H747I_DISCO) + printf("\r\nBoard setting (STM32H747I_DISCO)\r\n"); +#elif defined(USE_STM32H743I_EVAL) + printf("\r\nBoard setting (USE_STM32H743I_EVAL)\r\n"); +#endif + printf(" QSPI Clk : %.1f MHz\r\n", GetQspiCLKFreq() / 1e6); + printf(" SDRAM Clk : %.1f MHz\r\n", GetSdramCLKFreq() / 1e6); + + /* USER CODE END 2 */ + + /* Infinite loop */ + /* USER CODE BEGIN WHILE */ + while (1) + { + /* USER CODE END WHILE */ + MX_X_CUBE_AI_Process(); + /* USER CODE BEGIN 3 */ + } + /* USER CODE END 3 */ +} + +/** +* @brief System Clock Configuration +* The system Clock is configured as follow : +* System Clock source = PLL (HSE) +* SYSCLK(Hz) = 400000000 (Cortex-M7 CPU Clock) +* HCLK(Hz) = 200000000 (Cortex-M4 CPU, Bus matrix Clocks) +* AHB Prescaler = 2 +* D1 APB3 Prescaler = 2 (APB3 Clock 100MHz) +* D2 APB1 Prescaler = 2 (APB1 Clock 100MHz) +* D2 APB2 Prescaler = 2 (APB2 Clock 100MHz) +* D3 APB4 Prescaler = 2 (APB4 Clock 100MHz) +* HSE Frequency(Hz) = 25000000 +* PLL_M = 5 +* PLL_N = 160 +* PLL_P = 2 +* PLL_Q = 4 +* PLL_R = 2 +* VDD(V) = 3.3 +* Flash Latency(WS) = 4 +* @param None +* @retval None +*/ +void SystemClock_Config(void) +{ + RCC_ClkInitTypeDef RCC_ClkInitStruct; + RCC_OscInitTypeDef RCC_OscInitStruct; + RCC_PeriphCLKInitTypeDef PeriphClkInitStruct; + HAL_StatusTypeDef ret = HAL_OK; + + /* Supply configuration update enable */ +#if defined(USE_STM32H747I_DISCO) + HAL_PWREx_ConfigSupply(PWR_DIRECT_SMPS_SUPPLY); + __HAL_PWR_VOLTAGESCALING_CONFIG(PWR_REGULATOR_VOLTAGE_SCALE1); + while(!__HAL_PWR_GET_FLAG(PWR_FLAG_VOSRDY)) {} +#elif defined(USE_STM32H743I_EVAL) + HAL_PWREx_ConfigSupply(PWR_LDO_SUPPLY); + __HAL_PWR_VOLTAGESCALING_CONFIG(PWR_REGULATOR_VOLTAGE_SCALE1); + while(!__HAL_PWR_GET_FLAG(PWR_FLAG_VOSRDY)) {} + + __HAL_RCC_SYSCFG_CLK_ENABLE(); + /* VOS0 corresponds to Vcore boost to reach max sys freq. */ + __HAL_PWR_VOLTAGESCALING_CONFIG(PWR_REGULATOR_VOLTAGE_SCALE0); + while(!__HAL_PWR_GET_FLAG(PWR_FLAG_VOSRDY)) {} +#else + #error "Define board" +#endif + + /* Enable HSE Oscillator and activate PLL with HSE as source */ + RCC_OscInitStruct.OscillatorType = RCC_OSCILLATORTYPE_HSE; + RCC_OscInitStruct.HSEState = RCC_HSE_ON; + RCC_OscInitStruct.HSIState = RCC_HSI_OFF; + RCC_OscInitStruct.CSIState = RCC_CSI_OFF; + RCC_OscInitStruct.PLL.PLLState = RCC_PLL_ON; + RCC_OscInitStruct.PLL.PLLSource = RCC_PLLSOURCE_HSE; + RCC_OscInitStruct.PLL.PLLM = 5; +#if (USE_VOS0_480MHZ_OVERCLOCK == 1) + RCC_OscInitStruct.PLL.PLLN = 192; /* Requires VOLTAGE_SCALE_0 */ +#else + RCC_OscInitStruct.PLL.PLLN = 160; +#endif /* (USE_VOS0_480MHZ_OVERCLOCK == 1) */ + RCC_OscInitStruct.PLL.PLLFRACN = 0; + RCC_OscInitStruct.PLL.PLLP = 2; + RCC_OscInitStruct.PLL.PLLR = 2; + RCC_OscInitStruct.PLL.PLLQ = 11; /* Used as QSPI clk source when running @ 480 MHz. PLLQ = 87.27 MHz */ + RCC_OscInitStruct.PLL.PLLVCOSEL = RCC_PLL1VCOWIDE; + RCC_OscInitStruct.PLL.PLLRGE = RCC_PLL1VCIRANGE_2; + ret = HAL_RCC_OscConfig(&RCC_OscInitStruct); + if(ret != HAL_OK) + { + Error_Handler(); + } + + /* Select PLL as system clock source and configure bus clocks dividers */ + RCC_ClkInitStruct.ClockType = (RCC_CLOCKTYPE_SYSCLK | RCC_CLOCKTYPE_HCLK | RCC_CLOCKTYPE_D1PCLK1 | RCC_CLOCKTYPE_PCLK1 | \ + RCC_CLOCKTYPE_PCLK2 | RCC_CLOCKTYPE_D3PCLK1); + + RCC_ClkInitStruct.SYSCLKSource = RCC_SYSCLKSOURCE_PLLCLK; + RCC_ClkInitStruct.SYSCLKDivider = RCC_SYSCLK_DIV1; + RCC_ClkInitStruct.AHBCLKDivider = RCC_HCLK_DIV2; + RCC_ClkInitStruct.APB1CLKDivider = RCC_APB1_DIV2; + RCC_ClkInitStruct.APB2CLKDivider = RCC_APB2_DIV2; + RCC_ClkInitStruct.APB3CLKDivider = RCC_APB3_DIV2; + RCC_ClkInitStruct.APB4CLKDivider = RCC_APB4_DIV2; +#if (USE_VOS0_480MHZ_OVERCLOCK == 1) + ret = HAL_RCC_ClockConfig(&RCC_ClkInitStruct, FLASH_LATENCY_4); +#else + ret = HAL_RCC_ClockConfig(&RCC_ClkInitStruct, FLASH_LATENCY_2); +#endif /* (USE_VOS0_480MHZ_OVERCLOCK == 1) */ + if (ret != HAL_OK) + { + Error_Handler(); + } + + /* Configure USART1 Clock */ + PeriphClkInitStruct.PeriphClockSelection = RCC_PERIPHCLK_USART1; + PeriphClkInitStruct.Usart16ClockSelection = RCC_USART16CLKSOURCE_D2PCLK2; + if (HAL_RCCEx_PeriphCLKConfig(&PeriphClkInitStruct) != HAL_OK) + { + Error_Handler(); + } + +#if (USE_VOS0_480MHZ_OVERCLOCK == 1) + /* Configure FMC clock source: PLL2R (@ 200MHz). SDRAM clk @ 100MHz */ + /* Configure QSPI clock source: PPL2R (@100MHz) */ + PeriphClkInitStruct.PeriphClockSelection = RCC_PERIPHCLK_FMC | RCC_PERIPHCLK_QSPI; + PeriphClkInitStruct.PLL2.PLL2M = 5; + PeriphClkInitStruct.PLL2.PLL2N = 40; + PeriphClkInitStruct.PLL2.PLL2P = 2; + PeriphClkInitStruct.PLL2.PLL2Q = 2; + PeriphClkInitStruct.PLL2.PLL2R = 1; + PeriphClkInitStruct.PLL2.PLL2RGE = RCC_PLL2VCIRANGE_2; + PeriphClkInitStruct.PLL2.PLL2VCOSEL = RCC_PLL2VCOWIDE; + PeriphClkInitStruct.PLL2.PLL2FRACN = 0; + PeriphClkInitStruct.FmcClockSelection = RCC_FMCCLKSOURCE_PLL2; + PeriphClkInitStruct.QspiClockSelection = RCC_QSPICLKSOURCE_PLL2; + if (HAL_RCCEx_PeriphCLKConfig(&PeriphClkInitStruct) != HAL_OK) + { + Error_Handler(); + } + + /* Configure QSPI clock source: PPL2R (@100MHz). (QSPI clk in DTR mode @ 50MHz) */ + PeriphClkInitStruct.PeriphClockSelection = RCC_PERIPHCLK_QSPI; + PeriphClkInitStruct.QspiClockSelection = RCC_QSPICLKSOURCE_PLL2; + if (HAL_RCCEx_PeriphCLKConfig(&PeriphClkInitStruct) != HAL_OK) + { + Error_Handler(); + } +#endif /* (USE_VOS0_480MHZ_OVERCLOCK == 1) */ + + /* + Note : The activation of the I/O Compensation Cell is recommended with communication interfaces + (GPIO, SPI, FMC, QSPI ...) when operating at high frequencies(please refer to product datasheet) + The I/O Compensation Cell activation procedure requires : + - The activation of the CSI clock + - The activation of the SYSCFG clock + - Enabling the I/O Compensation Cell : setting bit[0] of register SYSCFG_CCCSR + */ + + /*activate CSI clock mondatory for I/O Compensation Cell*/ + __HAL_RCC_CSI_ENABLE() ; + + /* Enable SYSCFG clock mondatory for I/O Compensation Cell */ + __HAL_RCC_SYSCFG_CLK_ENABLE() ; + + /* Enables the I/O Compensation Cell */ + HAL_EnableCompensationCell(); +} + +/** + * @brief CRC Initialization Function + * @param None + * @retval None + */ +static void MX_CRC_Init(void) +{ + + /* USER CODE BEGIN CRC_Init 0 */ + + /* USER CODE END CRC_Init 0 */ + + /* USER CODE BEGIN CRC_Init 1 */ + + /* USER CODE END CRC_Init 1 */ + hcrc.Instance = CRC; + hcrc.Init.DefaultPolynomialUse = DEFAULT_POLYNOMIAL_ENABLE; + hcrc.Init.DefaultInitValueUse = DEFAULT_INIT_VALUE_ENABLE; + hcrc.Init.InputDataInversionMode = CRC_INPUTDATA_INVERSION_BYTE; + hcrc.Init.OutputDataInversionMode = CRC_OUTPUTDATA_INVERSION_ENABLE; + hcrc.InputDataFormat = CRC_INPUTDATA_FORMAT_BYTES; + if (HAL_CRC_Init(&hcrc) != HAL_OK) + { + Error_Handler(); + } + /* USER CODE BEGIN CRC_Init 2 */ + + /* USER CODE END CRC_Init 2 */ + +} + +/** + * @brief USART1 Initialization Function + * @param None + * @retval None + */ +void MX_USART1_UART_Init(void) +{ + + /* USER CODE BEGIN USART1_Init 0 */ + + /* USER CODE END USART1_Init 0 */ + + /* USER CODE BEGIN USART1_Init 1 */ + + /* USER CODE END USART1_Init 1 */ + huart1.Instance = USART1; + huart1.Init.BaudRate = 115200; + huart1.Init.WordLength = UART_WORDLENGTH_8B; + huart1.Init.StopBits = UART_STOPBITS_1; + huart1.Init.Parity = UART_PARITY_NONE; + huart1.Init.Mode = UART_MODE_TX_RX; + huart1.Init.HwFlowCtl = UART_HWCONTROL_NONE; + huart1.Init.OverSampling = UART_OVERSAMPLING_16; + huart1.Init.OneBitSampling = UART_ONE_BIT_SAMPLE_DISABLE; + huart1.Init.ClockPrescaler = UART_PRESCALER_DIV1; + huart1.AdvancedInit.AdvFeatureInit = UART_ADVFEATURE_NO_INIT; + if (HAL_UART_Init(&huart1) != HAL_OK) + { + Error_Handler(); + } + if (HAL_UARTEx_SetTxFifoThreshold(&huart1, UART_TXFIFO_THRESHOLD_1_8) != HAL_OK) + { + Error_Handler(); + } + if (HAL_UARTEx_SetRxFifoThreshold(&huart1, UART_RXFIFO_THRESHOLD_1_8) != HAL_OK) + { + Error_Handler(); + } + if (HAL_UARTEx_DisableFifoMode(&huart1) != HAL_OK) + { + Error_Handler(); + } + /* USER CODE BEGIN USART1_Init 2 */ + + /* USER CODE END USART1_Init 2 */ + +} + +/** + * @brief GPIO Initialization Function + * @param None + * @retval None + */ +static void MX_GPIO_Init(void) +{ + + /* GPIO Ports Clock Enable */ + __HAL_RCC_GPIOA_CLK_ENABLE(); + +} + +/* USER CODE BEGIN 4 */ +/** +* @brief CPU L1-Cache enable. +* @param None +* @retval None +*/ +static void CPU_CACHE_Enable(void) +{ + /* Enable I-Cache */ + SCB_EnableICache(); + + /* Enable D-Cache */ + SCB_EnableDCache(); +} + +/** +* @brief Configure the MPU attributes for the device's memories. +* @param None +* @retval None +*/ +static void MPU_Config(void) +{ + MPU_Region_InitTypeDef MPU_InitStruct; + + /* Disable the MPU */ + HAL_MPU_Disable(); + + MPU_InitStruct.Enable = MPU_REGION_ENABLE; + MPU_InitStruct.Number = MPU_REGION_NUMBER0; + MPU_InitStruct.BaseAddress = 0xD0000000; + MPU_InitStruct.Size = MPU_REGION_SIZE_32MB; + MPU_InitStruct.SubRegionDisable = 0x00; + MPU_InitStruct.TypeExtField = MPU_TEX_LEVEL0; + MPU_InitStruct.AccessPermission = MPU_REGION_FULL_ACCESS; + MPU_InitStruct.DisableExec = MPU_INSTRUCTION_ACCESS_ENABLE; + MPU_InitStruct.IsShareable = MPU_ACCESS_NOT_SHAREABLE; + MPU_InitStruct.IsCacheable = MPU_ACCESS_CACHEABLE; + MPU_InitStruct.IsBufferable = MPU_ACCESS_BUFFERABLE; + + HAL_MPU_ConfigRegion(&MPU_InitStruct); + + MPU_InitStruct.Enable = MPU_REGION_ENABLE; + MPU_InitStruct.Number = MPU_REGION_NUMBER1; + MPU_InitStruct.BaseAddress = 0x90000000; + MPU_InitStruct.Size = MPU_REGION_SIZE_128MB; + MPU_InitStruct.SubRegionDisable = 0x0; + MPU_InitStruct.TypeExtField = MPU_TEX_LEVEL0; + MPU_InitStruct.AccessPermission = MPU_REGION_FULL_ACCESS; + MPU_InitStruct.DisableExec = MPU_INSTRUCTION_ACCESS_DISABLE; + MPU_InitStruct.IsShareable = MPU_ACCESS_NOT_SHAREABLE; + MPU_InitStruct.IsCacheable = MPU_ACCESS_CACHEABLE; + MPU_InitStruct.IsBufferable = MPU_ACCESS_BUFFERABLE; + + HAL_MPU_ConfigRegion(&MPU_InitStruct); + + /* Enable the MPU */ + HAL_MPU_Enable(MPU_PRIVILEGED_DEFAULT); +} + +static uint32_t GetQspiCLKFreq(void) +{ + PLL1_ClocksTypeDef pll1_clocks; + PLL2_ClocksTypeDef pll2_clocks; + uint32_t qspi_ker_clk; + uint32_t frequency; + uint32_t clk_source; + uint32_t qspi_clk_prescaler; + + clk_source = __HAL_RCC_GET_QSPI_SOURCE(); + + switch (clk_source) + { + case RCC_QSPICLKSOURCE_D1HCLK: + qspi_ker_clk = HAL_RCC_GetHCLKFreq(); + break; + + case RCC_QSPICLKSOURCE_PLL: + HAL_RCCEx_GetPLL1ClockFreq(&pll1_clocks); + qspi_ker_clk = pll1_clocks.PLL1_Q_Frequency; + break; + + case RCC_QSPICLKSOURCE_PLL2: + HAL_RCCEx_GetPLL2ClockFreq(&pll2_clocks); + qspi_ker_clk = pll2_clocks.PLL2_R_Frequency; + break; + + case RCC_QSPICLKSOURCE_CLKP: /* TODO */ + default: + qspi_ker_clk = 0; + break; + } + + /* Divide by QSPI prescaler */ + qspi_clk_prescaler = (QUADSPI->CR & QUADSPI_CR_PRESCALER_Msk) >> QUADSPI_CR_PRESCALER_Pos; + + frequency = qspi_ker_clk / (qspi_clk_prescaler + 1); + + return frequency; +} + +static uint32_t GetSdramCLKFreq(void) +{ + PLL1_ClocksTypeDef pll1_clocks; + PLL2_ClocksTypeDef pll2_clocks; + uint32_t frequency; + uint32_t fmc_ker_clk; + uint32_t clk_source; + uint32_t sdclk_clk_prescaler; + + clk_source = __HAL_RCC_GET_FMC_SOURCE(); + + switch (clk_source) + { + case RCC_FMCCLKSOURCE_D1HCLK: + fmc_ker_clk = HAL_RCC_GetHCLKFreq(); + break; + + case RCC_FMCCLKSOURCE_PLL: + HAL_RCCEx_GetPLL1ClockFreq(&pll1_clocks); + fmc_ker_clk = pll1_clocks.PLL1_Q_Frequency; + break; + + case RCC_FMCCLKSOURCE_PLL2: + HAL_RCCEx_GetPLL2ClockFreq(&pll2_clocks); + fmc_ker_clk = pll2_clocks.PLL2_R_Frequency; + break; + + case RCC_FMCCLKSOURCE_CLKP: /* TODO */ + default: + fmc_ker_clk = 0; + break; + } + + sdclk_clk_prescaler = (FMC_Bank5_6_R->SDCR[0] & FMC_SDCRx_SDCLK_Msk) >> FMC_SDCRx_SDCLK_Pos; + frequency = fmc_ker_clk / sdclk_clk_prescaler; + + return frequency; + +} +/* USER CODE END 4 */ + +/** + * @brief This function is executed in case of error occurrence. + * @retval None + */ +void Error_Handler(void) +{ + /* USER CODE BEGIN Error_Handler_Debug */ + /* User can add his own implementation to report the HAL error return state */ + while(1){ + BSP_LED_Toggle(LED_RED); + HAL_Delay(100); + } + /* USER CODE END Error_Handler_Debug */ +} + +#ifdef USE_FULL_ASSERT +/** + * @brief Reports the name of the source file and the source line number + * where the assert_param error has occurred. + * @param file: pointer to the source file name + * @param line: assert_param error line source number + * @retval None + */ +void assert_failed(uint8_t *file, uint32_t line) +{ + /* USER CODE BEGIN 6 */ + /* User can add his own implementation to report the file name and line number, + tex: printf("Wrong parameters value: file %s on line %d\r\n", file, line) */ + /* USER CODE END 6 */ +} +#endif /* USE_FULL_ASSERT */ + diff --git a/apps/stm32/h747idisco/Src/stm32h7xx_hal_msp.c b/apps/stm32/h747idisco/Src/stm32h7xx_hal_msp.c new file mode 100644 index 000000000000..5a202051010d --- /dev/null +++ b/apps/stm32/h747idisco/Src/stm32h7xx_hal_msp.c @@ -0,0 +1,227 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file stm32h7xx_hal_msp.c + * \brief This file provides code for the MSP Initialization + * and de-Initialization codes. + */ + +/* Includes ------------------------------------------------------------------*/ +#include "main.h" +/* USER CODE BEGIN Includes */ + +/* USER CODE END Includes */ + +/* Private typedef -----------------------------------------------------------*/ +/* USER CODE BEGIN TD */ + +/* USER CODE END TD */ + +/* Private define ------------------------------------------------------------*/ +/* USER CODE BEGIN Define */ + +/* USER CODE END Define */ + +/* Private macro -------------------------------------------------------------*/ +/* USER CODE BEGIN Macro */ + +/* USER CODE END Macro */ + +/* Private variables ---------------------------------------------------------*/ +/* USER CODE BEGIN PV */ + +/* USER CODE END PV */ + +/* Private function prototypes -----------------------------------------------*/ +/* USER CODE BEGIN PFP */ + +/* USER CODE END PFP */ + +/* External functions --------------------------------------------------------*/ +/* USER CODE BEGIN ExternalFunctions */ + +/* USER CODE END ExternalFunctions */ + +/* USER CODE BEGIN 0 */ + +/* USER CODE END 0 */ +/** + * Initializes the Global MSP. + */ +void HAL_MspInit(void) +{ + /* USER CODE BEGIN MspInit 0 */ + + /* USER CODE END MspInit 0 */ + + __HAL_RCC_SYSCFG_CLK_ENABLE(); + + /* System interrupt init*/ + + /* USER CODE BEGIN MspInit 1 */ + + /* USER CODE END MspInit 1 */ +} + +/** +* @brief CRC MSP Initialization +* This function configures the hardware resources used in this example +* @param hcrc: CRC handle pointer +* @retval None +*/ +void HAL_CRC_MspInit(CRC_HandleTypeDef* hcrc) +{ + if(hcrc->Instance==CRC) + { + /* USER CODE BEGIN CRC_MspInit 0 */ + + /* USER CODE END CRC_MspInit 0 */ + /* Peripheral clock enable */ + __HAL_RCC_CRC_CLK_ENABLE(); + /* USER CODE BEGIN CRC_MspInit 1 */ + + /* USER CODE END CRC_MspInit 1 */ + } + +} + +/** +* @brief CRC MSP De-Initialization +* This function freeze the hardware resources used in this example +* @param hcrc: CRC handle pointer +* @retval None +*/ +void HAL_CRC_MspDeInit(CRC_HandleTypeDef* hcrc) +{ + if(hcrc->Instance==CRC) + { + /* USER CODE BEGIN CRC_MspDeInit 0 */ + + /* USER CODE END CRC_MspDeInit 0 */ + /* Peripheral clock disable */ + __HAL_RCC_CRC_CLK_DISABLE(); + /* USER CODE BEGIN CRC_MspDeInit 1 */ + + /* USER CODE END CRC_MspDeInit 1 */ + } + +} + +/** +* @brief UART MSP Initialization +* This function configures the hardware resources used in this example +* @param huart: UART handle pointer +* @retval None +*/ +void HAL_UART_MspInit(UART_HandleTypeDef* huart) +{ + GPIO_InitTypeDef GPIO_InitStruct = {0}; + if(huart->Instance==USART1) + { + /* USER CODE BEGIN USART1_MspInit 0 */ + + /* USER CODE END USART1_MspInit 0 */ + /* Peripheral clock enable */ + __HAL_RCC_USART1_CLK_ENABLE(); + + + #if defined(USE_STM32H747I_DISCO) + __HAL_RCC_GPIOA_CLK_ENABLE(); + + /**USART1 GPIO Configuration + PA9 ------> USART1_TX + PA10 ------> USART1_RX + */ + GPIO_InitStruct.Pin = GPIO_PIN_9|GPIO_PIN_10; + GPIO_InitStruct.Mode = GPIO_MODE_AF_PP; + // GPIO_InitStruct.Pull = GPIO_NOPULL; + GPIO_InitStruct.Pull = GPIO_PULLUP; + GPIO_InitStruct.Speed = GPIO_SPEED_FREQ_LOW; + GPIO_InitStruct.Alternate = GPIO_AF7_USART1; + HAL_GPIO_Init(GPIOA, &GPIO_InitStruct); + + #elif defined(USE_STM32H743I_EVAL) + __HAL_RCC_GPIOB_CLK_ENABLE(); + + /**USART1 GPIO Configuration + PB15 ------> USART1_RX + PB14 ------> USART1_TX + */ + GPIO_InitStruct.Pin = GPIO_PIN_14 | GPIO_PIN_15; + GPIO_InitStruct.Mode = GPIO_MODE_AF_PP; + GPIO_InitStruct.Pull = GPIO_NOPULL; + GPIO_InitStruct.Speed = GPIO_SPEED_FREQ_LOW; + GPIO_InitStruct.Alternate = GPIO_AF4_USART1; + HAL_GPIO_Init(GPIOB, &GPIO_InitStruct); + #else + #error "Define board" + #endif + + + /* USER CODE BEGIN USART1_MspInit 1 */ + + /* USER CODE END USART1_MspInit 1 */ + } + +} + +/** +* @brief UART MSP De-Initialization +* This function freeze the hardware resources used in this example +* @param huart: UART handle pointer +* @retval None +*/ +void HAL_UART_MspDeInit(UART_HandleTypeDef* huart) +{ + if(huart->Instance==USART1) + { + /* USER CODE BEGIN USART1_MspDeInit 0 */ + + /* USER CODE END USART1_MspDeInit 0 */ + /* Peripheral clock disable */ + __HAL_RCC_USART1_CLK_DISABLE(); + + #if defined(USE_STM32H747I_DISCO) + /**USART1 GPIO Configuration + PA9 ------> USART1_TX + PA10 ------> USART1_RX + */ + HAL_GPIO_DeInit(GPIOA, GPIO_PIN_9|GPIO_PIN_10); + #elif defined(USE_STM32H743I_EVAL) + /**USART1 GPIO Configuration + PB15 ------> USART1_RX + PB14 ------> USART1_TX + */ + HAL_GPIO_DeInit(GPIOB, GPIO_PIN_14|GPIO_PIN_15); + #else + #error "Define board" + #endif + /* USER CODE BEGIN USART1_MspDeInit 1 */ + + /* USER CODE END USART1_MspDeInit 1 */ + } + +} + +/* USER CODE BEGIN 1 */ + +/* USER CODE END 1 */ + + diff --git a/apps/stm32/h747idisco/Src/stm32h7xx_it.c b/apps/stm32/h747idisco/Src/stm32h7xx_it.c new file mode 100644 index 000000000000..774a56740ae9 --- /dev/null +++ b/apps/stm32/h747idisco/Src/stm32h7xx_it.c @@ -0,0 +1,205 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file stm32h7xx_it.c + * \brief Interrupt Service Routines. + */ + +#include "main.h" +#include "stm32h7xx_it.h" +/* Private includes ----------------------------------------------------------*/ +/* USER CODE BEGIN Includes */ +/* USER CODE END Includes */ + +/* Private typedef -----------------------------------------------------------*/ +/* USER CODE BEGIN TD */ + +/* USER CODE END TD */ + +/* Private define ------------------------------------------------------------*/ +/* USER CODE BEGIN PD */ + +/* USER CODE END PD */ + +/* Private macro -------------------------------------------------------------*/ +/* USER CODE BEGIN PM */ + +/* USER CODE END PM */ + +/* Private variables ---------------------------------------------------------*/ +/* USER CODE BEGIN PV */ + +/* USER CODE END PV */ + +/* Private function prototypes -----------------------------------------------*/ +/* USER CODE BEGIN PFP */ + +/* USER CODE END PFP */ + +/* Private user code ---------------------------------------------------------*/ +/* USER CODE BEGIN 0 */ + +/* USER CODE END 0 */ + +/* External variables --------------------------------------------------------*/ + +/* USER CODE BEGIN EV */ + +/* USER CODE END EV */ + +/******************************************************************************/ +/* Cortex Processor Interruption and Exception Handlers */ +/******************************************************************************/ +/** + * @brief This function handles Non maskable interrupt. + */ +void NMI_Handler(void) +{ + /* USER CODE BEGIN NonMaskableInt_IRQn 0 */ + + /* USER CODE END NonMaskableInt_IRQn 0 */ + /* USER CODE BEGIN NonMaskableInt_IRQn 1 */ + + /* USER CODE END NonMaskableInt_IRQn 1 */ +} + +/** + * @brief This function handles Hard fault interrupt. + */ +void HardFault_Handler(void) +{ + /* USER CODE BEGIN HardFault_IRQn 0 */ + + /* USER CODE END HardFault_IRQn 0 */ + while (1) + { + /* USER CODE BEGIN W1_HardFault_IRQn 0 */ + /* USER CODE END W1_HardFault_IRQn 0 */ + } +} + +/** + * @brief This function handles Memory management fault. + */ +void MemManage_Handler(void) +{ + /* USER CODE BEGIN MemoryManagement_IRQn 0 */ + + /* USER CODE END MemoryManagement_IRQn 0 */ + while (1) + { + /* USER CODE BEGIN W1_MemoryManagement_IRQn 0 */ + /* USER CODE END W1_MemoryManagement_IRQn 0 */ + } +} + +/** + * @brief This function handles Pre-fetch fault, memory access fault. + */ +void BusFault_Handler(void) +{ + /* USER CODE BEGIN BusFault_IRQn 0 */ + + /* USER CODE END BusFault_IRQn 0 */ + while (1) + { + /* USER CODE BEGIN W1_BusFault_IRQn 0 */ + /* USER CODE END W1_BusFault_IRQn 0 */ + } +} + +/** + * @brief This function handles Undefined instruction or illegal state. + */ +void UsageFault_Handler(void) +{ + /* USER CODE BEGIN UsageFault_IRQn 0 */ + + /* USER CODE END UsageFault_IRQn 0 */ + while (1) + { + /* USER CODE BEGIN W1_UsageFault_IRQn 0 */ + /* USER CODE END W1_UsageFault_IRQn 0 */ + } +} + +/** + * @brief This function handles System service call via SWI instruction. + */ +void SVC_Handler(void) +{ + /* USER CODE BEGIN SVCall_IRQn 0 */ + + /* USER CODE END SVCall_IRQn 0 */ + /* USER CODE BEGIN SVCall_IRQn 1 */ + + /* USER CODE END SVCall_IRQn 1 */ +} + +/** + * @brief This function handles Debug monitor. + */ +void DebugMon_Handler(void) +{ + /* USER CODE BEGIN DebugMonitor_IRQn 0 */ + + /* USER CODE END DebugMonitor_IRQn 0 */ + /* USER CODE BEGIN DebugMonitor_IRQn 1 */ + + /* USER CODE END DebugMonitor_IRQn 1 */ +} + +/** + * @brief This function handles Pendable request for system service. + */ +void PendSV_Handler(void) +{ + /* USER CODE BEGIN PendSV_IRQn 0 */ + + /* USER CODE END PendSV_IRQn 0 */ + /* USER CODE BEGIN PendSV_IRQn 1 */ + + /* USER CODE END PendSV_IRQn 1 */ +} + +/** + * @brief This function handles System tick timer. + */ +void SysTick_Handler(void) +{ + /* USER CODE BEGIN SysTick_IRQn 0 */ + + /* USER CODE END SysTick_IRQn 0 */ + HAL_IncTick(); + /* USER CODE BEGIN SysTick_IRQn 1 */ + + /* USER CODE END SysTick_IRQn 1 */ +} + +/******************************************************************************/ +/* STM32H7xx Peripheral Interrupt Handlers */ +/* Add here the Interrupt Handlers for the used peripherals. */ +/* For the available peripheral interrupt handler names, */ +/* please refer to the startup file (startup_stm32h7xx.s). */ +/******************************************************************************/ + +/* USER CODE BEGIN 1 */ + +/* USER CODE END 1 */ diff --git a/apps/stm32/h747idisco/Src/system_stm32h7xx.c b/apps/stm32/h747idisco/Src/system_stm32h7xx.c new file mode 100644 index 000000000000..9384bf35043a --- /dev/null +++ b/apps/stm32/h747idisco/Src/system_stm32h7xx.c @@ -0,0 +1,366 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file system_stm32h7xx.c + * \brief CMSIS Cortex-Mx Device Peripheral Access Layer System Source File. + * This file provides two functions and one global variable to be + * called from user application: + * - SystemInit(): This function is called at startup just after + * reset and before branch to main program. This + * call is made inside the "startup_stm32h7xx.s" + * file. + * - SystemCoreClock variable: Contains the core clock (HCLK), it + * can be used by the user application to setup + * the SysTick timer or configure other parameters. + * - SystemCoreClockUpdate(): Updates the variable SystemCoreClock + * and must be called whenever the core clock is + * changed during program execution. + */ + +/** @addtogroup CMSIS + * @{ + */ + +/** @addtogroup stm32h7xx_system + * @{ + */ + +/** @addtogroup STM32H7xx_System_Private_Includes + * @{ + */ + +#include "stm32h7xx.h" +#include +#if !defined (HSE_VALUE) +#define HSE_VALUE ((uint32_t)25000000) /*!< Value of the External oscillator in Hz */ +#endif /* HSE_VALUE */ + +#if !defined (CSI_VALUE) + #define CSI_VALUE ((uint32_t)4000000) /*!< Value of the Internal oscillator in Hz*/ +#endif /* CSI_VALUE */ + +#if !defined (HSI_VALUE) + #define HSI_VALUE ((uint32_t)64000000) /*!< Value of the Internal oscillator in Hz*/ +#endif /* HSI_VALUE */ + + +/** + * @} + */ + +/** @addtogroup STM32H7xx_System_Private_TypesDefinitions + * @{ + */ + +/** + * @} + */ + +/** @addtogroup STM32H7xx_System_Private_Defines + * @{ + */ + +/************************* Miscellaneous Configuration ************************/ +/*!< Uncomment the following line if you need to use initialized data in D2 domain SRAM (AHB SRAM) */ +/* #define DATA_IN_D2_SRAM */ + +/*!< Uncomment the following line if you need to relocate your vector Table in + Internal SRAM. */ +/* #define VECT_TAB_SRAM */ +#define VECT_TAB_OFFSET 0x00000000UL /*!< Vector Table base offset field. + This value must be a multiple of 0x200. */ +/******************************************************************************/ + +/** + * @} + */ + +/** @addtogroup STM32H7xx_System_Private_Macros + * @{ + */ + +/** + * @} + */ + +/** @addtogroup STM32H7xx_System_Private_Variables + * @{ + */ + /* This variable is updated in three ways: + 1) by calling CMSIS function SystemCoreClockUpdate() + 2) by calling HAL API function HAL_RCC_GetHCLKFreq() + 3) each time HAL_RCC_ClockConfig() is called to configure the system clock frequency + Note: If you use this function to configure the system clock; then there + is no need to call the 2 first functions listed above, since SystemCoreClock + variable is updated automatically. + */ + uint32_t SystemCoreClock = 64000000; + uint32_t SystemD2Clock = 64000000; + const uint8_t D1CorePrescTable[16] = {0, 0, 0, 0, 1, 2, 3, 4, 1, 2, 3, 4, 6, 7, 8, 9}; + +/** + * @} + */ + +/** @addtogroup STM32H7xx_System_Private_FunctionPrototypes + * @{ + */ + +/** + * @} + */ + +/** @addtogroup STM32H7xx_System_Private_Functions + * @{ + */ + +/** + * @brief Setup the microcontroller system + * Initialize the FPU setting and vector table location + * configuration. + * @param None + * @retval None + */ +void SystemInit (void) +{ +#if defined (DATA_IN_D2_SRAM) + __IO uint32_t tmpreg; +#endif /* DATA_IN_D2_SRAM */ + + /* FPU settings ------------------------------------------------------------*/ + #if (__FPU_PRESENT == 1) && (__FPU_USED == 1) + SCB->CPACR |= ((3UL << (10*2))|(3UL << (11*2))); /* set CP10 and CP11 Full Access */ + #endif + /* Reset the RCC clock configuration to the default reset state ------------*/ + /* Set HSION bit */ + RCC->CR |= RCC_CR_HSION; + + /* Reset CFGR register */ + RCC->CFGR = 0x00000000; + + /* Reset HSEON, CSSON , CSION,RC48ON, CSIKERON PLL1ON, PLL2ON and PLL3ON bits */ + RCC->CR &= 0xEAF6ED7FU; + + /* Reset D1CFGR register */ + RCC->D1CFGR = 0x00000000; + + /* Reset D2CFGR register */ + RCC->D2CFGR = 0x00000000; + + /* Reset D3CFGR register */ + RCC->D3CFGR = 0x00000000; + + /* Reset PLLCKSELR register */ + RCC->PLLCKSELR = 0x00000000; + + /* Reset PLLCFGR register */ + RCC->PLLCFGR = 0x00000000; + /* Reset PLL1DIVR register */ + RCC->PLL1DIVR = 0x00000000; + /* Reset PLL1FRACR register */ + RCC->PLL1FRACR = 0x00000000; + + /* Reset PLL2DIVR register */ + RCC->PLL2DIVR = 0x00000000; + + /* Reset PLL2FRACR register */ + + RCC->PLL2FRACR = 0x00000000; + /* Reset PLL3DIVR register */ + RCC->PLL3DIVR = 0x00000000; + + /* Reset PLL3FRACR register */ + RCC->PLL3FRACR = 0x00000000; + + /* Reset HSEBYP bit */ + RCC->CR &= 0xFFFBFFFFU; + + /* Disable all interrupts */ + RCC->CIER = 0x00000000; + +#if defined (DATA_IN_D2_SRAM) + /* in case of initialized data in D2 SRAM (AHB SRAM) , enable the D2 SRAM clock ((AHB SRAM clock) */ +#if defined(RCC_AHB2ENR_D2SRAM1EN) + RCC->AHB2ENR |= (RCC_AHB2ENR_D2SRAM1EN | RCC_AHB2ENR_D2SRAM2EN | RCC_AHB2ENR_D2SRAM3EN); +#else + RCC->AHB2ENR |= (RCC_AHB2ENR_AHBSRAM1EN | RCC_AHB2ENR_AHBSRAM2EN); +#endif /* RCC_AHB2ENR_D2SRAM1EN */ + + tmpreg = RCC->AHB2ENR; + (void) tmpreg; +#endif /* DATA_IN_D2_SRAM */ + +#if defined(DUAL_CORE) && defined(CORE_CM4) + /* Configure the Vector Table location add offset address for cortex-M4 ------------------*/ +#ifdef VECT_TAB_SRAM + SCB->VTOR = D2_AHBSRAM_BASE | VECT_TAB_OFFSET; /* Vector Table Relocation in Internal SRAM */ +#else + SCB->VTOR = FLASH_BANK2_BASE | VECT_TAB_OFFSET; /* Vector Table Relocation in Internal FLASH */ +#endif /* VECT_TAB_SRAM */ + +#else + /* dual core CM7 or single core line */ + if((DBGMCU->IDCODE & 0xFFFF0000U) < 0x20000000U) + { + /* if stm32h7 revY*/ + /* Change the switch matrix read issuing capability to 1 for the AXI SRAM target (Target 7) */ + *((__IO uint32_t*)0x51008108) = 0x000000001U; + } + + /* Configure the Vector Table location add offset address for cortex-M7 ------------------*/ +#ifdef VECT_TAB_SRAM + SCB->VTOR = D1_AXISRAM_BASE | VECT_TAB_OFFSET; /* Vector Table Relocation in Internal D1 AXI-RAM */ +#else + SCB->VTOR = FLASH_BANK1_BASE | VECT_TAB_OFFSET; /* Vector Table Relocation in Internal FLASH */ +#endif + +#endif /*DUAL_CORE && CORE_CM4*/ + +} + +/** + * @brief Update SystemCoreClock variable according to Clock Register Values. + * The SystemCoreClock variable contains the core clock , it can + * be used by the user application to setup the SysTick timer or configure + * other parameters. + * + * @note Each time the core clock changes, this function must be called + * to update SystemCoreClock variable value. Otherwise, any configuration + * based on this variable will be incorrect. + * + * @note - The system frequency computed by this function is not the real + * frequency in the chip. It is calculated based on the predefined + * constant and the selected clock source: + * + * - If SYSCLK source is CSI, SystemCoreClock will contain the CSI_VALUE(*) + * - If SYSCLK source is HSI, SystemCoreClock will contain the HSI_VALUE(**) + * - If SYSCLK source is HSE, SystemCoreClock will contain the HSE_VALUE(***) + * - If SYSCLK source is PLL, SystemCoreClock will contain the CSI_VALUE(*), + * HSI_VALUE(**) or HSE_VALUE(***) multiplied/divided by the PLL factors. + * + * (*) CSI_VALUE is a constant defined in stm32h7xx_hal.h file (default value + * 4 MHz) but the real value may vary depending on the variations + * in voltage and temperature. + * (**) HSI_VALUE is a constant defined in stm32h7xx_hal.h file (default value + * 64 MHz) but the real value may vary depending on the variations + * in voltage and temperature. + * + * (***)HSE_VALUE is a constant defined in stm32h7xx_hal.h file (default value + * 25 MHz), user has to ensure that HSE_VALUE is same as the real + * frequency of the crystal used. Otherwise, this function may + * have wrong result. + * + * - The result of this function could be not correct when using fractional + * value for HSE crystal. + * @param None + * @retval None + */ +void SystemCoreClockUpdate (void) +{ + uint32_t pllp, pllsource, pllm, pllfracen, hsivalue, tmp; + float_t fracn1, pllvco; + + /* Get SYSCLK source -------------------------------------------------------*/ + + switch (RCC->CFGR & RCC_CFGR_SWS) + { + case RCC_CFGR_SWS_HSI: /* HSI used as system clock source */ + SystemCoreClock = (uint32_t) (HSI_VALUE >> ((RCC->CR & RCC_CR_HSIDIV)>> 3)); + break; + + case RCC_CFGR_SWS_CSI: /* CSI used as system clock source */ + SystemCoreClock = CSI_VALUE; + break; + + case RCC_CFGR_SWS_HSE: /* HSE used as system clock source */ + SystemCoreClock = HSE_VALUE; + break; + + case RCC_CFGR_SWS_PLL1: /* PLL1 used as system clock source */ + + /* PLL_VCO = (HSE_VALUE or HSI_VALUE or CSI_VALUE/ PLLM) * PLLN + SYSCLK = PLL_VCO / PLLR + */ + pllsource = (RCC->PLLCKSELR & RCC_PLLCKSELR_PLLSRC); + pllm = ((RCC->PLLCKSELR & RCC_PLLCKSELR_DIVM1)>> 4) ; + pllfracen = ((RCC->PLLCFGR & RCC_PLLCFGR_PLL1FRACEN)>>RCC_PLLCFGR_PLL1FRACEN_Pos); + fracn1 = (float_t)(uint32_t)(pllfracen* ((RCC->PLL1FRACR & RCC_PLL1FRACR_FRACN1)>> 3)); + + if (pllm != 0U) + { + switch (pllsource) + { + case RCC_PLLCKSELR_PLLSRC_HSI: /* HSI used as PLL clock source */ + + hsivalue = (HSI_VALUE >> ((RCC->CR & RCC_CR_HSIDIV)>> 3)) ; + pllvco = ( (float_t)hsivalue / (float_t)pllm) * ((float_t)(uint32_t)(RCC->PLL1DIVR & RCC_PLL1DIVR_N1) + (fracn1/(float_t)0x2000) +(float_t)1 ); + + break; + + case RCC_PLLCKSELR_PLLSRC_CSI: /* CSI used as PLL clock source */ + pllvco = ((float_t)CSI_VALUE / (float_t)pllm) * ((float_t)(uint32_t)(RCC->PLL1DIVR & RCC_PLL1DIVR_N1) + (fracn1/(float_t)0x2000) +(float_t)1 ); + break; + + case RCC_PLLCKSELR_PLLSRC_HSE: /* HSE used as PLL clock source */ + pllvco = ((float_t)HSE_VALUE / (float_t)pllm) * ((float_t)(uint32_t)(RCC->PLL1DIVR & RCC_PLL1DIVR_N1) + (fracn1/(float_t)0x2000) +(float_t)1 ); + break; + + default: + pllvco = ((float_t)CSI_VALUE / (float_t)pllm) * ((float_t)(uint32_t)(RCC->PLL1DIVR & RCC_PLL1DIVR_N1) + (fracn1/(float_t)0x2000) +(float_t)1 ); + break; + } + pllp = (((RCC->PLL1DIVR & RCC_PLL1DIVR_P1) >>9) + 1U ) ; + SystemCoreClock = (uint32_t)(float_t)(pllvco/(float_t)pllp); + } + else + { + SystemCoreClock = 0U; + } + break; + + default: + SystemCoreClock = CSI_VALUE; + break; + } + + /* Compute SystemClock frequency --------------------------------------------------*/ + tmp = D1CorePrescTable[(RCC->D1CFGR & RCC_D1CFGR_D1CPRE)>> RCC_D1CFGR_D1CPRE_Pos]; + + /* SystemCoreClock frequency : CM7 CPU frequency */ + SystemCoreClock >>= tmp; + + /* SystemD2Clock frequency : CM4 CPU, AXI and AHBs Clock frequency */ + SystemD2Clock = (SystemCoreClock >> ((D1CorePrescTable[(RCC->D1CFGR & RCC_D1CFGR_HPRE)>> RCC_D1CFGR_HPRE_Pos]) & 0x1FU)); + +} + + +/** + * @} + */ + +/** + * @} + */ + +/** + * @} + */ + diff --git a/apps/stm32/h747idisco/makefile.base b/apps/stm32/h747idisco/makefile.base new file mode 100644 index 000000000000..3aec530f504f --- /dev/null +++ b/apps/stm32/h747idisco/makefile.base @@ -0,0 +1,328 @@ + +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +# Makefile for the STM32 H747 Disco project. + +###################################### +# target +###################################### + +TARGET = Project + +# 115200 +# BAUDRATE = 921600 + +STM32_PROG ?= ${X_CUBE_TOOL_PATH}/STM32_Programmer_CLI + +###################################### +# building variables +###################################### + +# debug build? +DEBUG ?= 0 +# optimization +OPT ?= -O3 + +####################################### +# paths +####################################### + +SELF_DIR := $(dir $(lastword $(MAKEFILE_LIST))) + +HAL_PATH = $(X_CUBE_PATH)/Drivers/STM32H7xx_HAL_Driver +BSP_PATH = $(X_CUBE_PATH)/Drivers/BSP +CMSIS_PATH = $(X_CUBE_PATH)/Drivers/CMSIS + +# Build path +ifeq ($(VALID), 1) +BUILD_DIR = build-valid +else +BUILD_DIR = build-perf +endif + +###################################### +# source +###################################### + +# +# Model sources +# +MODEL_PATH_NO_SLASH = $(realpath -s ${MODEL_PATH}) +C_SOURCES := $(wildcard ${MODEL_PATH_NO_SLASH}/*.c) + +# +# TVM sources +# +C_SOURCES += $(TVM_PATH)/src/runtime/stm32/runtime.c +C_SOURCES += $(TVM_PATH)/src/runtime/stm32/ai_runtime_api.c + +# +# Application C sources +# +C_SOURCES += Src/main.c + +C_SOURCES += $(SELF_DIR)/Src/app_x-cube-ai.c +C_SOURCES += $(SELF_DIR)/Src/stm32h7xx_it.c +C_SOURCES += $(SELF_DIR)/Src/stm32h7xx_hal_msp.c +C_SOURCES += $(SELF_DIR)/Src/system_stm32h7xx.c + +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_cortex.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_crc_ex.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_crc.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_dma_ex.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_dma.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_exti.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_flash_ex.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_flash.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_gpio.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_hsem.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_i2c_ex.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_i2c.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_mdma.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_pwr_ex.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_pwr.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_qspi.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_rcc_ex.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_rcc.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_sdram.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_tim_ex.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_tim.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_uart_ex.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal_uart.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_hal.c +C_SOURCES += $(HAL_PATH)/Src/stm32h7xx_ll_fmc.c + +C_SOURCES += $(BSP_PATH)/Components/is42s32800j/is42s32800j.c +C_SOURCES += $(BSP_PATH)/Components/mfxstm32l152/mfxstm32l152.c +C_SOURCES += $(BSP_PATH)/Components/mfxstm32l152/mfxstm32l152_reg.c +C_SOURCES += $(BSP_PATH)/Components/mt25tl01g/mt25tl01g.c +C_SOURCES += $(BSP_PATH)/STM32H747I-DISCO/stm32h747i_discovery.c +C_SOURCES += $(BSP_PATH)/STM32H747I-DISCO/stm32h747i_discovery_sdram.c +C_SOURCES += $(BSP_PATH)/STM32H747I-DISCO/stm32h747i_discovery_qspi.c + +C_SOURCES += $(SELF_DIR)/Src/Misc/aiTestTvmHelper.c +C_SOURCES += $(SELF_DIR)/Src/Misc/aiTestUtility.c + +ifeq ($(VALID), 1) +C_SOURCES += $(SELF_DIR)/Src/Validation/aiPbIO.c +C_SOURCES += $(SELF_DIR)/Src/Validation/aiPbMgr.c +C_SOURCES += $(SELF_DIR)/Src/Validation/aiValidation.c +C_SOURCES += $(SELF_DIR)/Src/Validation/pb_common.c +C_SOURCES += $(SELF_DIR)/Src/Validation/pb_decode.c +C_SOURCES += $(SELF_DIR)/Src/Validation/pb_encode.c +C_SOURCES += $(SELF_DIR)/Src/Validation/stm32msg.pb.c +else +C_SOURCES += $(SELF_DIR)/Src/SystemPerformance/aiSystemPerformance.c +endif + +# +# ASM sources +# +ASM_SOURCES = $(SELF_DIR)/Asm/startup_stm32h747xx.s + + +STM32_PROG += --extload "${X_CUBE_TOOL_PATH}/ExternalLoader/MT25TL01G_STM32H747I-DISCO.stldr" + +####################################### +# binaries +####################################### + +PREFIX = arm-none-eabi- +CC = ${ARM_PATH}/$(PREFIX)gcc +AS = ${ARM_PATH}/$(PREFIX)gcc -x assembler-with-cpp +CP = ${ARM_PATH}/$(PREFIX)objcopy +SZ = ${ARM_PATH}/$(PREFIX)size +OBJDUMP = ${ARM_PATH}/$(PREFIX)objdump + +HEX = $(CP) -O ihex +BIN = $(CP) -O binary -S + +####################################### +# CFLAGS +####################################### + +# cpu +CPU = -mcpu=cortex-m7 + +# fpu +FPU = -mfpu=fpv5-d16 + +# float-abi +FLOAT-ABI = -mfloat-abi=hard + +# mcu +MCU = $(CPU) -mthumb $(FPU) $(FLOAT-ABI) + +# macros for gcc +# AS defines +AS_DEFS = + +# C defines +C_DEFS += -DUSE_HAL_DRIVER +C_DEFS += -DCORE_CM7 +C_DEFS += -D__FPU_PRESENT=1 +C_DEFS += -DARM_MATH_CM7 + +C_DEFS += -DUSE_QSPI_CLK_90MHZ=0 +# C_DEFS += -DUSE_VOS0_480MHZ_OVERCLOCK=1 +C_DEFS += -DUSE_WEIGHTS_IN_SDRAM=0 +C_DEFS += -DSTM32H747xx +C_DEFS += -DUSE_STM32H747I_DISCO + +ifeq ($(VALID), 1) +C_DEFS += -DNO_X_CUBE_AI_RUNTIME=1 +endif + +ifneq ($(strip $(BAUDRATE)),) +C_DEFS += -DBAUDRATE=${BAUDRATE} +endif + +ifeq ($(VALID), 1) +C_DEFS += -DUSE_VALID +endif + +ifeq ($(DEBUG), 1) +C_DEFS += -D_VERBOSE_=1 +endif + +# AS includes +AS_INCLUDES = + +# +# Includes +# + +C_INCLUDES += -I$(TVM_PATH)/include \ + -I$(TVM_PATH)/3rdparty/dlpack/include \ + -I$(TVM_PATH)/include/tvm/runtime \ + -I$(TVM_PATH)/src/runtime/stm32 + +C_INCLUDES += -I$(MODEL_PATH) + +# C includes + +C_INCLUDES += -I$(SELF_DIR)/Inc +C_INCLUDES += -I$(CMSIS_PATH)/Include +C_INCLUDES += -I$(CMSIS_PATH)/Device/ST/STM32H7xx/Include +# C_INCLUDES += -I$(CMSIS_PATH)/DSP/Include +C_INCLUDES += -I$(HAL_PATH)/Inc +C_INCLUDES += -I$(HAL_PATH)/Inc/Legacy +C_INCLUDES += -I$(SELF_DIR)/Inc/Misc + +ifeq ($(VALID), 1) +C_INCLUDES += -I$(SELF_DIR)/Inc/Validation +else +C_INCLUDES += -I$(SELF_DIR)/Inc/SystemPerformance +endif + +C_INCLUDES += -I$(BSP_PATH)/STM32H747I-DISCO +C_INCLUDES += -I$(BSP_PATH)/Components/mt25tl01g + + +# compile gcc flags +ASFLAGS = $(MCU) $(AS_DEFS) $(AS_INCLUDES) $(OPT) -Wall -fdata-sections -ffunction-sections + +CFLAGS = $(MCU) $(C_DEFS) $(C_INCLUDES) $(OPT) -Wall -fdata-sections -ffunction-sections + +# disable certain flags for DSP lib +CFLAGS += -fno-strict-aliasing + +ifeq ($(DEBUG), 1) +CFLAGS += -g3 -gdwarf-2 +endif + +CFLAGS += -DTLM_COUNTERS + +# Generate dependency information +CFLAGS += -MMD -MP -MF"$(@:%.o=%.d)" + + +####################################### +# LDFLAGS +####################################### +# link script +ifeq ($(CONFIG),4) +LDSCRIPT = $(SELF_DIR)/STM32H747XIHx_CM7_config4.ld +else ifeq ($(CONFIG),3) +LDSCRIPT = $(SELF_DIR)/STM32H747XIHx_CM7_config3.ld +else ifeq ($(CONFIG),2) +LDSCRIPT = $(SELF_DIR)/STM32H747XIHx_CM7_config2.ld +else ifeq ($(CONFIG),1) +LDSCRIPT = $(SELF_DIR)/STM32H747XIHx_CM7_config1.ld +else +LDSCRIPT = $(SELF_DIR)/STM32H747XIHx_CM7_config1.ld +endif + +# libraries +LIBS = -lc -lm -lnosys +LDFLAGS = $(MCU) -specs=nano.specs -T$(LDSCRIPT) $(LIBDIR) $(LIBS) -Wl,-Map=$(BUILD_DIR)/$(TARGET).map,--cref -Wl,--gc-sections +LDFLAGS += -u _printf_float +LDFLAGS += -Wl,--wrap=malloc -Wl,--wrap=free +LDFLAGS += -Wl,--print-memory-usage + + +# default action: build all +all: $(BUILD_DIR)/$(TARGET).elf + +####################################### +# build the application +####################################### +# list of objects +OBJECTS = $(addprefix $(BUILD_DIR)/,$(notdir $(C_SOURCES:.c=.o))) +vpath %.c $(sort $(dir $(C_SOURCES))) +# list of ASM program objects +OBJECTS += $(addprefix $(BUILD_DIR)/,$(notdir $(ASM_SOURCES:.s=.o))) +vpath %.s $(sort $(dir $(ASM_SOURCES))) + +$(BUILD_DIR)/%.o: %.c | $(BUILD_DIR) + $(CC) -c $(CFLAGS) -Wa,-a,-ad,-alms=$(BUILD_DIR)/$(notdir $(<:.c=.lst)) $< -o $@ + +$(BUILD_DIR)/%.o: %.s | $(BUILD_DIR) + $(AS) -c $(CFLAGS) $< -o $@ + +$(BUILD_DIR)/$(TARGET).elf: $(OBJECTS) $(LDSCRIPT) #$(X_CUBE_AI_DEP_LIB) + $(CC) $(OBJECTS) $(LDFLAGS) -o $@ + $(SZ) $@ + +$(BUILD_DIR): + mkdir -p $@ + +####################################### +# clean up +####################################### +clean: + -rm -fR $(BUILD_DIR) + +clean_nn: + -rm $(BUILD_DIR)/network.* + -rm $(BUILD_DIR)/network_data.* + -rm $(BUILD_DIR)/network_lib.* + +####################################### +# flash +####################################### + +flash: #$(BUILD_DIR)/$(TARGET).elf + ${STM32_PROG} -c port=swd mode=UR reset=HWrst -d $(BUILD_DIR)/$(TARGET).elf -s + +####################################### +# dependencies +####################################### +-include $(wildcard $(BUILD_DIR)/*.d) + +# *** EOF *** \ No newline at end of file diff --git a/apps/stm32/scripts/compile.py b/apps/stm32/scripts/compile.py new file mode 100755 index 000000000000..6184bc6058a7 --- /dev/null +++ b/apps/stm32/scripts/compile.py @@ -0,0 +1,261 @@ +#!/usr/bin/env python3 + +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +"""Compile TFLite model for the STM32 target.""" + +import os +import sys +import argparse + +# +# Disable GPU usage information: +# +# +# 0 = all messages are logged (default behavior) +# 1 = INFO messages are not printed +# 2 = INFO and WARNING messages are not printed +# 3 = INFO, WARNING, and ERROR messages are not printed +os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' + +import numpy as np + +import re + +import tensorflow as tf + +import tvm +import tvm.relay as relay +from tvm.contrib import stm32 + +import logging + +# ======================================================== +# get_tflite_model +# ======================================================== +def get_tflite_model (model_path): + + # + # Load TFLite model and allocate tensors. + # + interpreter = tf.lite.Interpreter(model_path=model_path) + interpreter.allocate_tensors() + # + # Get input and output tensors. + # + input_details = interpreter.get_input_details() + output_details = interpreter.get_output_details() + + # + # Figure out shapes and + # + + shape_dict = {} + dtype_dict = {} + + for input in input_details: + input_name = input['name'] + input_shape = input['shape'].tolist() + input_dtype = str(np.dtype(input['dtype'])) + shape_dict[input_name] = input_shape + dtype_dict[input_name] = input_dtype + + # + # Load the TFLite Model for TVM: + # + # https://docs.tvm.ai/tutorials/frontend/from_tflite.html + # https://jackwish.net/tflite/docs/ + + model_buf = open (model_path, "rb").read() + + # + # Get TFLite model from buffer + # + try: + import tflite + model = tflite.Model.GetRootAsModel(model_buf, 0) + assert isinstance(model, tflite.Model) + except AttributeError: + import tflite.Model + model = tflite.Model.Model.GetRootAsModel(model_buf, 0) + assert isinstance(model, tflite.Model.Model) + + print("TVM: Importing a TFLite model ...") + + return model, shape_dict, dtype_dict + +# ======================================================== +# extract_tflite_quantization +# ======================================================== + +def _make_qnn_params (quantization): + qnn_params = {} + qnn_params['min'] = quantization.MinAsNumpy() + qnn_params['max'] = quantization.MaxAsNumpy() + qnn_params['scale'] = quantization.ScaleAsNumpy() + qnn_params['zero_point'] = quantization.ZeroPointAsNumpy() + qnn_params['dim'] = quantization.QuantizedDimension() + #print(" Quantization: ({}, {}), s={}, z={}, dim={}".format(min, max, scale, zero_point, dim)) + return qnn_params + +def extract_tflite_quantization (model): + + assert model.SubgraphsLength() == 1, "only support one subgraph (main subgraph)" + + subgraph = model.Subgraphs(0) + + quantization_info = {} + + # model inputs / outputs + model_inputs = subgraph.InputsAsNumpy() + model_outputs = subgraph.OutputsAsNumpy() + + for node_id in model_inputs: + tensor = subgraph.Tensors(node_id) + tensor_name = tensor.Name().decode('utf-8') + tensor_type = tensor.Type() + #print("== Input[{}]: {} shape={} type={}".format(node_id, tensor_name, tensor.ShapeAsNumpy(), tensor_type)) + dl_tensor_name = stm32.get_input_tensor_name(tensor_name) + + quantization = tensor.Quantization() + if quantization is not None: + qnn_params = _make_qnn_params (quantization) + quantization_info[dl_tensor_name] = qnn_params + + for node_id in model_outputs: + tensor = subgraph.Tensors(node_id) + tensor_name = tensor.Name().decode('utf-8') + tensor_type = tensor.Type() + #print("== Output[{}]: {} shape={} type={}".format(node_id, tensor_name, tensor.ShapeAsNumpy(), tensor_type)) + # + # TODO: TVM does not preserve the output tensor names. + # Eventually, we should be able to form a valid name. + # + dl_tensor_name = stm32.get_output_tensor_name(tensor_name,0) + + quantization = tensor.Quantization() + if quantization is not None: + qnn_params = _make_qnn_params (quantization) + quantization_info[dl_tensor_name] = qnn_params + + return quantization_info + +# ================================================================== +# fix_model_name +# ================================================================== +def fix_model_name (name): + fixed_name = re.sub('[^0-9a-zA-Z_]+', '_', name) + return fixed_name.lower() + +# ================================================================== +# __main__ +# ================================================================== +if __name__ == "__main__": + + curr_path = os.path.dirname(os.path.abspath(os.path.expanduser(__file__))) + + parser = argparse.ArgumentParser() + + parser.add_argument("-model", type=str, required=True, help="The TFLite model to compile") + parser.add_argument("-name", type=str, help="The name for the generated implementation") + parser.add_argument("-target-dir", type=str, help="The directory for storing the generated implementation") + + args = parser.parse_args() + + model_path = args.model + + target_dir = args.target_dir + + # + # Extract the model name + # + model_file = os.path.basename(model_path) + print ("=== TVM: Model name: {}".format(model_file)) + model_file_ext = os.path.splitext(model_file) + assert (model_file_ext[1] == '.tflite') + + if not args.name: + model_name = model_file_ext[0] + else: + model_name = args.name + + model_name = fix_model_name(model_name) + + if not target_dir: + target_dir = model_file_ext[0]+'_gen' + + model, shape_dict, dtype_dict = get_tflite_model (model_path) + + # + # Import the model with relay + # + + print("=== TVM: Importing the model.") + + mod, params = relay.frontend.from_tflite(model, shape_dict, dtype_dict) + + print("=== TVM: Compiling the TFLite model ...") + + # + # Build a TVM C module for the ARM CPU (without compiling the kernels + # library to the object code form): + # + target = "c -device=arm_cpu" + opt_level=3 + + with tvm.transform.PassContext(opt_level=opt_level, config={'tir.disable_vectorize': True}): + rt_module = relay.build(mod, + target=target, + params=params + ) + + # + # Instantiate the STM32 code emitter. + # May take 3 optional arguments: + # - include_activations : activations area is statically allocated with *.nn_data_act section (default: True) + # - include_inputs : input area is statically allocated with *.nn_data_act section sharing memory with activation buffers (default: True) + # - include_outputs : output area is statically allocated with *.nn_data_act section sharing memory with activation buffers (default: True) + # + emitter = stm32.CodeEmitter() + # + # Extract model's inputs/outputs quantization info. + # NOTE: TVM does not provide this -- workaround. + # Prepare the quantization info if network is quantized + # builds a dictionary of the form: + # + # { + # "tensor-name>": {'min':fp, 'max':fp, 'scale':fp, 'zero_point':int, 'dim':int} + # "tensor-name>": {'min':fp, 'max':fp, 'scale':fp, 'zero_point':int, 'dim':int} + # ... + # "tensor-name>": {'min':fp, 'max':fp, 'scale':fp, 'zero_point':int, 'dim':int} + # } + # + quantization = extract_tflite_quantization (model) + + print ("== Quantization: {}".format(quantization)) + + # + # Initialize the emiiter + # + emitter.parse_module (rt_module, quantization) + # + # Emit the C code + # + emitter.emit_code (target_dir, model_name) + + print("=== TVM: TFLite model compiled.") diff --git a/apps/stm32/scripts/minimal.py b/apps/stm32/scripts/minimal.py new file mode 100755 index 000000000000..a4a3595e3dcc --- /dev/null +++ b/apps/stm32/scripts/minimal.py @@ -0,0 +1,81 @@ +#!/usr/bin/env python3 + +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +""" +Minimal example - Invoke a model with the random data +""" + +import sys +import argparse +from statistics import mean +from tvm.contrib.stm32 import AiRunner + +_DEFAULT = 'serial' + + +def example(args): + + runner = AiRunner(debug=args.debug) + + if not runner.connect(args.desc): + return 1 + + print(runner, flush=True) + + runner.summary(level=args.verbosity) + + inputs = runner.generate_rnd_inputs(batch_size=args.batch) + + print('Invoking the model with random data (b={})..'.format(inputs[0].shape[0]), flush=True) + _, profile = runner.invoke(inputs) + + print('') + print('host execution time : {:.3f}ms'.format(profile['debug']['host_duration'])) + print('number of samples : {}'.format(len(profile['c_durations']))) + print('inference time by sample : {:.3f}ms (average)'.format(mean(profile['c_durations']))) + print('') + + runner.disconnect() + + return 0 + + +def main(): + """ script entry point """ + + parser = argparse.ArgumentParser(description='Minimal example') + + parser.add_argument('--desc', '-d', metavar='STR', type=str, help='description for the connection', + default=_DEFAULT) + parser.add_argument('--batch', '-b', metavar='INT', type=int, help='number of sample', default=1) + parser.add_argument('--debug', action='store_true', + help="debug option") + parser.add_argument('--verbosity', '-v', + nargs='?', const=1, + type=int, choices=range(0, 3), + help="set verbosity level", + default=0) + + args = parser.parse_args() + + return example(args) + + +if __name__ == '__main__': + sys.exit(main()) diff --git a/apps/stm32/scripts/mnist_test.py b/apps/stm32/scripts/mnist_test.py new file mode 100755 index 000000000000..5c75bb41e140 --- /dev/null +++ b/apps/stm32/scripts/mnist_test.py @@ -0,0 +1,107 @@ +#!/usr/bin/env python3 + +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +""" +Typical script to the test dataset and specific metric +(i.e. sklearn classification metric) to evaluate the generated model +with the MNIST data set. +""" + +import os +import argparse +from statistics import mean +import logging +import numpy as np + +from sklearn.metrics import classification_report + +os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' +logging.getLogger("tensorflow").setLevel(logging.ERROR) + +from tensorflow import keras + +from tvm.contrib.stm32 import AiRunner + +_DEFAULT = 'serial' + + +H, W, C = 28, 28, 1 +IN_SHAPE = (H, W, C) +NB_CLASSES = 10 + +def load_data_test(): + """Load MNIST data set """ + mnist = keras.datasets.mnist + (_, _), (x_test, y_test) = mnist.load_data() + + # Normalize the input image so that each pixel value is between 0 to 1. + x_test = x_test / 255.0 + x_test = x_test.reshape(x_test.shape[0], H, W, C).astype(np.float32) + + # convert class vectors to binary class matrices + y_test = keras.utils.to_categorical(y_test, NB_CLASSES) + + return x_test, y_test + + +parser = argparse.ArgumentParser(description='Test model') +parser.add_argument('--desc', '-d', metavar='STR', type=str, default=_DEFAULT) +parser.add_argument('--batch', '-b', metavar='INT', type=int, default=None) +args = parser.parse_args() + +print('using "{}"'.format(args.desc)) +runner = AiRunner() + +if not runner.connect(args.desc): + print('runtime "{}" is not connected'.format(args.desc)) + exit(1) + +print(runner, flush=True) +runner.summary() + + +# Load the data +inputs, refs = load_data_test() + +if not 'machine' in runner.get_info()['device']: + nb = 100 if not args.batch else args.batch + print('INFO: use only the first {} samples (instead {})'.format(nb, inputs.shape[0]), flush=True) + inputs = inputs[:nb] + refs = refs[:nb] + +# Perform the inference +predictions, profile = runner.invoke(inputs) + +# Display profiling info +print('') +print('execution time : {:.3f}s'.format(profile['debug']['host_duration'] / 1000)) +print('number of samples : {}'.format(len(profile['c_durations']))) +print('inference time by sample : {:.3f}ms (average)'.format(mean(profile['c_durations']))) + +# classification report +print('\nClassification report (sklearn.metrics)\n') + +# align the shape of the outputs (c-model is always - (b, h, w, c)) +predictions[0] = predictions[0].reshape(refs.shape) + +target_names = ['c0', 'c1', 'c2', 'c3', 'c4', 'c5', 'c6', 'c7', 'c8', 'c9'] +print(classification_report(np.argmax(refs, axis=1), np.argmax(predictions[0], axis=1), + target_names=target_names)) + +runner.disconnect() diff --git a/apps/stm32/scripts/mnist_train.py b/apps/stm32/scripts/mnist_train.py new file mode 100755 index 000000000000..92d14cc5df6a --- /dev/null +++ b/apps/stm32/scripts/mnist_train.py @@ -0,0 +1,143 @@ +#!/usr/bin/env python3 + +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +""" +Typical script to create and train a model with the MNIST dataset. +The trained H5 file is post-quantized with the TFLite converter. +""" + +import os +import logging + +import numpy as np + +os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' +logging.getLogger("tensorflow").setLevel(logging.ERROR) + +import tensorflow as tf + +from tensorflow import keras + +H, W, C = 28, 28, 1 +IN_SHAPE = (H, W, C) +NB_CLASSES = 10 + +# Create and train a digit classification model + +def load_data(): + """Load MNIST data set """ + mnist = tf.keras.datasets.mnist + (x_train, y_train), (x_test, y_test) = mnist.load_data() + + # Normalize the input image so that each pixel value is between 0 to 1. + x_train = x_train / 255.0 + x_test = x_test / 255.0 + + x_train = x_train.reshape(x_train.shape[0], H, W, C) + x_test = x_test.reshape(x_test.shape[0], H, W, C) + + # convert class vectors to binary class matrices + y_train = keras.utils.to_categorical(y_train, NB_CLASSES) + y_test = keras.utils.to_categorical(y_test, NB_CLASSES) + + return x_train, y_train, x_test, y_test + + +def build_model(): + """Define the model architecture.""" + model = tf.keras.Sequential([ + tf.keras.layers.InputLayer(input_shape=IN_SHAPE), + tf.keras.layers.Conv2D(filters=12, kernel_size=(3, 3), activation=tf.nn.relu), + tf.keras.layers.MaxPooling2D(pool_size=(2, 2)), + tf.keras.layers.Dropout(0.5), + tf.keras.layers.Flatten(), + tf.keras.layers.Dense(10, activation='softmax') + ]) + + model.compile(optimizer='adam', + loss=keras.losses.categorical_crossentropy, + metrics=['accuracy']) + + model.summary() + + return model + + +def _get_shape_inputs(k_model): + """Return list of input shape""" + # print('Type ', isinstance(k_model, km.Model)) + # layer.output_shape + if (k_model.__class__.__name__ == 'Sequential'): + layer = k_model.layers[0] + return [(1,) + layer.input_shape[1:]] + else: + s_in = [] + for layer in k_model.layers: + if layer.__class__.__name__ == 'InputLayer': + s = layer.input_shape + s_in.append((1,) + s[0][1:]) + return s_in + + +def tflite_convert_to_int8(model, data, type_io=None): + """Quantize a Keras model""" + + print("Quantize the model (post-quantization) io_type={}".format(type_io), flush=True) + + converter = tf.lite.TFLiteConverter.from_keras_model(model) + + shape_inputs = _get_shape_inputs(model) + + def rep_data_gen(): + for i in data[0:100]: + f = np.reshape(i, shape_inputs[0]) + tensor = tf.convert_to_tensor(f, tf.float32) + yield [tensor] + + converter.representative_dataset = rep_data_gen + converter.optimizations = [tf.lite.Optimize.DEFAULT] + converter.target_spec.supported_ops = [tf.lite.OpsSet.TFLITE_BUILTINS_INT8] + + if type_io: + converter.inference_input_type = type_io[0] + converter.inference_output_type = type_io[1] + + return converter.convert() + +# Load data set +x, y, tx, ty = load_data() + +# Build and train a model +model = build_model() +model.fit(x, y, epochs=2,validation_split=0.1) + +print("Saving the model : ", 'mnist_fp32.h5') +model.save('mnist_fp32.h5') + +# test the model +_, acc = model.evaluate(tx, ty, verbose=0) + +print('acc = {:.2f}'.format(acc)) + +# post-quantize the model +tf_q = tflite_convert_to_int8(model, x) + +print("Saving the model : ", 'mnist_q_with_io_float.tflite') +with open('mnist_q_with_io_float.tflite', 'wb') as f: + f.write(tf_q) diff --git a/apps/stm32/scripts/tflite_test.py b/apps/stm32/scripts/tflite_test.py new file mode 100755 index 000000000000..277a562eb42d --- /dev/null +++ b/apps/stm32/scripts/tflite_test.py @@ -0,0 +1,277 @@ +#!/usr/bin/env python3 + +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +""" +Example to show how to use the Ai runner to compare +the generated predictions from the C-model and the +predictions generated by the TFLite interpreter. + +Input data can be randomly generated or provided by +the user (Numpy npz format file). +""" + +import sys +import os +import argparse +from statistics import mean +import numpy as np + +os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' + +import tensorflow as tf + +from tvm.contrib.stm32 import AiRunner + +_DEFAULT = 'serial' + + +def dequantize(q, scale, zp): + """Dequantize the array""" + return (q.astype(np.float32) - np.float32(zp)) * np.float32(scale) + + +def stat_to_str(val): + if val.dtype == np.float32: + str = 'min={:.9f}, max={:.9f}, mean={:.1f}, std={:.1f}'.format( + np.min(val), np.max(val), np.mean(val), np.std(val)) + else: + str = 'min={}, max={}, mean={:.1f}, std={:.1f}'.format( + np.min(val), np.max(val), np.mean(val), np.std(val)) + return str + + +def rmse(ref, pred): + """Return Root Mean Squared Error (RMSE).""" + return np.sqrt(((ref.astype(np.float32) - pred.astype(np.float32)) ** 2).mean()) + + +def l2r(ref, pred): + """Compute L2 relative error""" + def magnitude(v): + return np.sqrt(np.sum(np.square(v).flatten())) + mag = magnitude(pred.astype(np.float32)) + np.finfo(np.float32).eps + return magnitude((ref.astype(np.float32) - pred.astype(np.float32))) / mag + + +def generate_metrics(ref, pred, scale=1.0, zp=0, desc=None, plot=False): + """Generate and display metrics""" + + assert ref.dtype == pred.dtype + + desc = '[{}]'.format(str(desc)) if desc else '[]' + b_size = ref.shape[0] + + ref = ref.flatten() + pred = pred.flatten() + + if ref.dtype != np.float32: + # integer data type + ref_f = dequantize(ref, scale, zp) + pred_f = dequantize(pred, scale, zp) + rmse_f = rmse(ref_f, pred_f) + l2r_f = l2r(ref_f, pred_f) + d = ref.astype(np.int32) - pred.astype(np.int32) + + # histogram + err = [] + hist = {} + for i in range(len(d)): + if np.abs(d[i]) > 0: + # err_ = np.abs(d[i]) + err_ = d[i] + err.extend([err_]) + hist[err_] = hist.get(err_, 0) + 1 + else: + # float32 data type + d = ref - pred + rmse_f = rmse(ref, pred) + l2r_f = l2r(ref, pred) + + print('') + print(f'{desc} - {b_size} samples, {ref.dtype}, {ref.size} items') + print('-' * 80) + if ref.dtype != np.float32: + print(f' diff : {len(err)}/{len(ref)}, hist={hist}') + print(' ref : {}'.format(stat_to_str(ref))) + print(' pred : {}'.format(stat_to_str(pred))) + print(' diff : {}'.format(stat_to_str(d))) + if ref.dtype != np.float32: + print(' metrics : rmse={:.9f} l2r={:.9f} (quant.)'.format(rmse(ref, pred), l2r(ref, pred))) + print(' metrics : rmse={:.9f} l2r={:.9f} (dequant.)'.format(rmse_f, l2r_f), flush=True) + else: + print(' metrics : rmse={:.9f} l2r={:.9f}'.format(rmse_f, l2r_f), flush=True) + + if ref.dtype == np.float32: + return + + if not len(err) or not plot: + return + + import matplotlib.pyplot as plt + + # display histogram + bins = [b for b in range(min(err), max(err)+2)] + plt.style.use('ggplot') + plt.hist(np.array(err), bins=bins, density=False, align='left', rwidth=0.8) + plt.xlabel('Value') + plt.ylabel('Frequency') + plt.title(f'Diff. histogram: {len(err)}/{len(d)} items') + plt.show() + + return + + +def tf_create(f_path, verbosity): + + if not f_path: + return None + + print('\nCreate the interpreter for the "{}" model'.format(f_path)) + + tf_interpreter = tf.lite.Interpreter(model_path=f_path) + tf_interpreter.allocate_tensors() + + input_details = tf_interpreter.get_input_details() + output_details = tf_interpreter.get_output_details() + + if verbosity: + def _tens_to_str(val): + ext_ = '' + if val.get('quantization', None): + ext_ = ', scale={}, zp={}'.format(val['quantization'][0], val['quantization'][1]) + return "{}, {}{}".format(tuple(val['shape']), val['dtype'], ext_) + + print('-' * 80) + print("{:20s} : {}/{}".format('inputs/outputs', len(input_details), len(output_details))) + for tens in input_details: + print("{:20s} : {}".format(tens['name'], _tens_to_str(tens))) + for tens in output_details: + print("{:20s} : {}".format(tens['name'], _tens_to_str(tens))) + print('-' * 80) + + return tf_interpreter + + +def tf_run(tf_interpreter, inputs): + + assert len(tf_interpreter.get_input_details()) == 1 + + input_details = tf_interpreter.get_input_details() + output_details = tf_interpreter.get_output_details() + batch_size = inputs[0].shape[0] + + # align the shape of the inputs (c-model is always - (b, h, w, c)) + inputs[0] = inputs[0].reshape((-1,) +\ + tuple(input_details[0]['shape'][1:])) + + for batch in range(batch_size): + input = np.expand_dims(inputs[0][batch], axis=0) + tf_interpreter.set_tensor(input_details[0]['index'], input) + tf_interpreter.invoke() + output = tf_interpreter.get_tensor(output_details[0]['index']) + if batch == 0: + outputs = [output] + else: + outputs[0] = np.append(outputs[0], output, axis=0) + return outputs + + +def load_data(f_npz): + + val_data = np.load(f_npz) + return [val_data['m_inputs_1']] + + +def test(args): + + # create the interpreters + tf_interpreter = tf_create(args.model, args.verbosity) + + ai_runner = AiRunner(debug=args.debug) + if not ai_runner.connect(args.desc): + return 1 + + ai_runner.summary(level=args.verbosity) + + # check input/output signatures + assert len(tf_interpreter.get_input_details()) == 1 + assert tf_interpreter.get_input_details()[0]['dtype'] == ai_runner.get_input_infos()[0]['type'] + # assert tuple(tf_interpreter.get_input_details()[0]['shape']) == ai_runner.get_input_infos()[0]['shape'] + + # generate input data + if args.npz: + inputs, = load_data(args.npz) + inputs[0] = inputs[0].reshape((-1,) + ai_runner.get_input_infos()[0]['shape'][1:]) + else: + inputs = ai_runner.generate_rnd_inputs(batch_size=args.batch) + + # run the interpreters + print('\nRunning the interpreters...', flush=True) + + outputs, profile = ai_runner.invoke(inputs) + tf_outputs = tf_run(tf_interpreter, inputs) + + print('\n{} run-time profiling'.format(profile['info']['runtime']['name']), flush=True) + print('-' * 80) + print('host execution time : {:.3f}ms'.format(profile['debug']['host_duration'])) + print('number of samples : {}'.format(len(profile['c_durations']))) + print('inference time by sample : {:.3f}ms (average)'.format(mean(profile['c_durations']))) + print('') + + # Compare results + print('\nComparing results...', flush=True) + + for i, (tf_res, res) in enumerate(zip(tf_outputs, outputs)): + tens = ai_runner.get_output_infos()[i] + if tf_res.dtype == np.float32: + desc = '{}'.format(tens['name']) + generate_metrics(tf_res, res, desc=desc) + np.testing.assert_almost_equal(tf_res, res.reshape(tf_res.shape), decimal=6) + else: + desc = '{}, scale={}, zp={}'.format(tens['name'], tens['scale'], tens['zero_point']) + generate_metrics(tf_res, res, scale=tens['scale'], zp=tens['zero_point'], desc=desc, plot=args.plot) + print('') + +def main(): + """ script entry point """ + + parser = argparse.ArgumentParser(description='Utility to test a generated TFlite model') + parser.add_argument('--model', '-m', metavar='STR', type=str, help='TFLite model file', + default=None) + parser.add_argument('--desc', '-d', metavar='STR', type=str, help='description for STM AI connection', + default=_DEFAULT) + parser.add_argument('--batch', '-b', metavar='INT', type=int, help='batch_size', default=2) + parser.add_argument('--verbosity', '-v', + nargs='?', const=1, + type=int, choices=range(0, 3), + help="set verbosity level", + default=0) + + parser.add_argument('--npz', metavar='STR', type=str, help='NPZ file', default=None) + + parser.add_argument('--debug', action='store_true', help="debug option") + parser.add_argument('--plot', action='store_true', help="plot option") + args = parser.parse_args() + + return test(args) + + +if __name__ == '__main__': + sys.exit(main()) + diff --git a/python/tvm/contrib/stm32/__init__.py b/python/tvm/contrib/stm32/__init__.py new file mode 100755 index 000000000000..9ee3405ddafc --- /dev/null +++ b/python/tvm/contrib/stm32/__init__.py @@ -0,0 +1,22 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +from .emitter import CodeEmitter, get_input_tensor_name, get_output_tensor_name +from .ai_runner import AiRunner +from .ai_runner import AiRunnerCallback +from .ai_runner import AiRunnerSession + diff --git a/python/tvm/contrib/stm32/ai_resolver.py b/python/tvm/contrib/stm32/ai_resolver.py new file mode 100755 index 000000000000..b50219eef425 --- /dev/null +++ b/python/tvm/contrib/stm32/ai_resolver.py @@ -0,0 +1,92 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +""" +Entry point to register a driver + +Expected syntax for driver description/options for the connection + + [[:[:option2]]] + + domain: + - None or 'serial' (default) + - 'dll' or valid file_path/directory + - 'socket' + +""" + +import os + +_DEFAULT_DOMAIN = 'serial' +_FILE_DOMAIN = 'file' + +def _default_resolver(domain, desc=None): + """Default resolver function""" + if domain == _DEFAULT_DOMAIN or domain == None: + return True + return False + + +def _default_create(parent, desc): + """Default create function""" + from .serial_hw_drv import SerialHwDriver + from .pb_mgr_drv import AiPbMsg + + return AiPbMsg(parent, SerialHwDriver()), desc + + +_DRIVERS = { + _DEFAULT_DOMAIN : (_default_resolver, _default_create), # default +} + + +def ai_runner_register(name, resolver, create): + """Register a resolver""" + _DRIVERS[name] = (resolver, create) + + +def ai_runner_resolver(parent, desc): + """Return drv instance""" + + if desc is not None and isinstance(desc, str): + desc = desc.strip() + split_ = desc.split(':') + nb_elem = len(split_) + + domain = None + # only valid file or directory is passed + if os.path.isfile(desc) or os.path.isdir(desc)\ + or os.path.isdir(os.path.dirname(desc)): + domain = _FILE_DOMAIN + # domain is considered + elif nb_elem >= 1 and len(split_[0]) > 0: + domain = split_[0].lower() + desc = desc[len(domain + ':'):] + # ':' is passed as first character + elif len(split_[0]) == 0: + domain = _DEFAULT_DOMAIN + desc = desc[1:] + + for drv_ in _DRIVERS: + if _DRIVERS[drv_][0](domain, desc): + return _DRIVERS[drv_][1](parent, desc) + + err_msg_ = f'invalid/unsupported "{domain}:{desc}" descriptor' + return None, err_msg_ + + else: + return _DRIVERS[_DEFAULT_DOMAIN][1](parent, desc) diff --git a/python/tvm/contrib/stm32/ai_runner.py b/python/tvm/contrib/stm32/ai_runner.py new file mode 100755 index 000000000000..615c33ec2ac2 --- /dev/null +++ b/python/tvm/contrib/stm32/ai_runner.py @@ -0,0 +1,635 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +""" +AI runner +""" +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +__author__ = "Jean-Michel Delorme" +__copyright__ = "Copyright (c) 2021, STMicroelectronics" +__license__ = "Limited License Agreement - SLA0069" + + +import sys +from abc import ABC, abstractmethod +import time as t +import logging +from enum import Enum +import numpy as np + + +class AiRunnerError(Exception): + """Base exceptions for errors raised by AIRunner""" + error = 800 + idx = 0 + + def __init__(self, mess=None): + self.mess = mess + super(AiRunnerError, self).__init__(mess) + + def code(self): + return self.error + self.idx + + def __str__(self): + _mess = '' + if self.mess is not None: + _mess = '{}'.format(self.mess) + else: + _mess = type(self).__doc__.split('\n')[0] + _msg = 'E{}({}): {}'.format(self.code(), + type(self).__name__, + _mess) + return _msg + +class HwIOError(AiRunnerError): + """Low-level IO error""" + idx = 1 + +class NotInitializedMsgError(AiRunnerError): + """Message is not fully initialized""" + idx = 2 + +class InvalidMsgError(AiRunnerError, ValueError): + """Message is not correctly formatted""" + idx = 3 + +class InvalidParamError(AiRunnerError): + """Invali parameter""" + idx = 4 + +class NotConnectedError(AiRunnerError): + """STM AI run-time is not connected""" + idx = 10 + + +def get_logger(name, debug=False, verbosity=0): + + if name is None: + return logging.getLogger('_DummyLogger_') # without configuring dummy before. + + logger = logging.getLogger(name) + + if logger.hasHandlers(): + # logger 'name' already created + return logger + + if debug: + _lvl = logging.DEBUG + elif verbosity: + _lvl = logging.INFO + else: + _lvl = logging.WARNING + logger.setLevel(_lvl) + + console = logging.StreamHandler(sys.stdout) + console.setLevel(_lvl) + # formatter = logging.Formatter('%(name)-12s:%(levelname)-7s: %(message)s') + formatter = logging.Formatter('%(name)s:%(levelname)s: %(message)s') + console.setFormatter(formatter) + logger.addHandler(console) + logger.propagate = False + + return logger + + +def generate_rnd(types, shapes, batch_size=4, rng=np.random.RandomState(42)): + """Generate list of random arrays""" + no_list = False + if not isinstance(types, list) and not isinstance(shapes, list): + types = [types] + shapes = [shapes] + no_list = True + batch_size = max(1, batch_size) + inputs = [] + for type_, shape_ in zip(types, shapes): + shape_ = (batch_size,) + shape_[1:] + if type_ == np.bool: + in_ = rng.randint(2, size=shape_).astype(np.bool) + elif type_ != np.float32: + high = np.iinfo(type_).max + low = np.iinfo(type_).min + # “discrete uniform” distribution + in_ = rng.randint(low=low, high=high+1, size=shape_) + else: + # uniformly distributed over the half-open interval [low, high) + in_ = rng.uniform(low=-1.0, high=1.0, size=shape_) + + in_ = np.ascontiguousarray(in_.astype(type_)) + inputs.append(in_) + return inputs[0] if no_list else inputs + + +class AiHwDriver(ABC): + """Base class to handle the LL IO COM functions""" + def __init__(self, parent=None): + self._parent = parent + self._hdl = None + return + + @property + def is_connected(self): + return True if self._hdl else False + + def set_parent(self, parent): + self._parent = parent + + def get_config(self): + return dict() + + @abstractmethod + def _connect(self, desc=None, **kwargs): + pass + + @abstractmethod + def _disconnect(self): + pass + + @abstractmethod + def _read(self, size, timeout=0): + return 0 + + @abstractmethod + def _write(self, data, timeout=0): + return 0 + + def connect(self, desc=None, **kwargs): + self.disconnect() + return self._connect(desc=desc, kwargs=kwargs) + + def disconnect(self): + if self.is_connected: + self._disconnect() + + def read(self, size, timeout=0): + if self.is_connected: + return self._read(size, timeout) + raise NotConnectedError() + + def write(self, data, timeout=0): + if self.is_connected: + return self._write(data, timeout) + raise NotConnectedError() + + def short_desc(self): + return 'UNDEFINED' + + +class AiRunnerDriver(ABC): + """Base class interface for an AI Runner driver""" + def __init__(self, parent): + if not hasattr(parent, 'get_logger'): + raise InvalidParamError('Invalid parent type, get_logger() attr is expected') + self._parent = parent + self._logger = parent.get_logger() + self._logger.debug('creating {} object'.format(self.__class__.__name__)) + return + + @abstractmethod + def connect(self, desc=None, **kwargs): + """Connect to the stm.ai run-time""" + return False + + @property + def is_connected(self): + """Indicate if the diver is connected""" + return False + + @abstractmethod + def disconnect(self): + """Disconnect to the stm.ai run-time""" + pass + + @abstractmethod + def discover(self, flush=False): + """Return list of available networks""" + return [] + + @abstractmethod + def get_info(self, name=None): + """Get c-network details (including runtime)""" + return dict() + + @abstractmethod + def invoke_sample(self, inputs, **kwargs): + """Invoke the c-network with a given input (sample mode)""" + return [], dict() + + def check_inputs(self, inputs, name): + """Specific function to check the inputs""" + return False + +class AiRunnerSession: + """ + Interface to use a model + """ + + def __init__(self, name): + """Constructor""" + self._parent = None + self._name = name + return + + def __str__(self): + return self.name + + @property + def is_active(self): + return True if self._parent else False + + @property + def name(self): + """Return the name of the model""" + return self._name + + def _acquire(self, parent): + self._parent = parent + + def _release(self): + """Release the resources""" + self._parent = None + + def get_input_infos(self): + """Get model input details""" + if self._parent: + return self._parent.get_input_infos(self.name) + return list() + + def get_output_infos(self): + """Get model outputs details""" + if self._parent: + return self._parent.get_output_infos(self.name) + return list() + + def get_info(self): + """Get model details (including runtime)""" + if self._parent: + return self._parent.get_info(self.name) + return dict() + + def invoke(self, inputs, **kwargs): + """Invoke the c-network""" + if self._parent: + kwargs.pop('name', None) + return self._parent.invoke(inputs, name=self.name, **kwargs) + return list(), dict() + + def summary(self, print_fn=None): + """Summary model & runtime infos""" + if self._parent: + return self._parent.summary(name=self.name, print_fn=print_fn) + + +class AiRunnerCallback: + """ + Abstract base class used to build new callbacks + """ + def __init__(self): + pass + + def on_sample_begin(self, idx): + """Called at the beginning of each sample + + Arguments: + idx: Integer, index of the sample + + """ + + def on_sample_end(self, idx, data, logs=None): + """Called at the end of each sample + + Arguments: + idx: Integer, index of the sample + data: List, output tensors + + """ + + def on_node_begin(self, idx, data, logs=None): + """Called before each c-node + + Arguments: + idx: Integer, index of the c-node + data: List, input tensors + + """ + + def on_node_end(self, idx, data, logs=None): + """Called at the end of each c-node + + Arguments: + idx: Integer, index of the c-node + data: List, output tensors + + """ + +class AiRunner: + """ + AI Runner interface for stm.ai runtime. + """ + + class Caps(Enum): + IO_ONLY = 0 + PER_LAYER = 1 + PER_LAYER_WITH_DATA = PER_LAYER | 2 + SELF_TEST = 4 + + class Mode(Enum): + IO_ONLY = 0 + PER_LAYER = 1 + PER_LAYER_WITH_DATA = PER_LAYER | 2 + + def __init__(self, logger=None, debug=False, verbosity=0): + """Constructor""" + self._sessions = [] + self._names = [] + self._drv = None + if logger is None: + logger = get_logger(self.__class__.__name__, debug, verbosity) + self._logger = logger + self._logger.debug('creating {} object'.format(self.__class__.__name__)) + + def get_logger(self): + return self._logger + + def __str__(self): + return self.short_desc() + + @property + def is_connected(self): + """Indicate if the associated runtime is connected""" + return False if not self._drv else self._drv.is_connected + + def _check_name(self, name): + """Return a valid c-network name""" + if not self._names: + return None + if isinstance(name, int): + idx = max(0, min(name, len(self._names) - 1)) + return self._names[idx] + if name is None or not isinstance(name, str): + return self._names[0] + if name in self._names: + return name + return None + + def get_info(self, name=None): + """Get model details (including runtime infos)""" + name_ = self._check_name(name) + return self._drv.get_info(name_) if name_ else dict() + + @property + def name(self): + """Return default network name (first)""" + return self._check_name(None) + + def get_input_infos(self, name=None): + """Get model input details""" + info_ = self.get_info(name) + return info_['inputs'] if info_ else list() + + def get_output_infos(self, name=None): + """Get model output details""" + info_ = self.get_info(name) + return info_['outputs'] if info_ else list() + + def _align_requested_mode(self, mode): + """Align requested mode with drv capabilities""" + if mode not in AiRunner.Mode: + mode = AiRunner.Mode.IO_ONLY + if mode == AiRunner.Mode.PER_LAYER_WITH_DATA: + if AiRunner.Caps.PER_LAYER_WITH_DATA not in self._drv.capabilities: + mode = AiRunner.Mode.PER_LAYER + if mode == AiRunner.Mode.PER_LAYER: + if AiRunner.Caps.PER_LAYER not in self._drv.capabilities: + mode = AiRunner.Mode.IO_ONLY + return mode + + def _check_inputs(self, inputs, name): + """Check the coherence of the inputs (data type and shape)""" + + if self._drv.check_inputs(inputs, name): + return + + in_desc = self.get_input_infos(name) + + if len(inputs) != len(in_desc): + msg = 'Input number is inconsistent {} instead {}'.format(len(inputs), len(in_desc)) + raise HwIOError(msg) + + for idx, ref in enumerate(in_desc): + in_shape = (ref['shape'][0],) + inputs[idx].shape[1:] + if inputs[idx].dtype != ref['type']: + msg = 'invalid dtype - {} instead {}'.format(inputs[idx].dtype, + ref['type']) + msg += ' for the input #{}'.format(idx + 1) + raise InvalidParamError(msg) + if in_shape != ref['shape']: + msg = 'invalid shape - {} instead {}'.format(in_shape, + ref['shape']) + msg += ' for the input #{}'.format(idx + 1) + raise InvalidParamError(msg) + + def invoke(self, inputs, **kwargs): + """Invoke the c-network (batch mode)""" + import tqdm + + name_ = self._check_name(kwargs.pop('name', None)) + + if name_ is None: + return list(), dict() + + if not isinstance(inputs, list): + inputs = [inputs] + + self._check_inputs(inputs, name_) + + callback = kwargs.pop('callback', None) # AiRunnerCallback()) + mode = self._align_requested_mode(kwargs.pop('mode', AiRunner.Mode.IO_ONLY)) + disable_pb = kwargs.pop('disable_pb', False) or callback + + batch_size = inputs[0].shape[0] + profiler = { + 'info': dict(), + 'c_durations': [], # Inference time by sample w/o cb by node if enabled + 'c_nodes': [], + 'debug': { + 'exec_times' : [], # real inference time by sample with cb by node overhead + 'host_duration' : 0.0, # host execution time (on whole batch) + }, + } + + start_time = t.perf_counter() + outputs = [] + pb = None + for batch in range(batch_size): + if not pb and not disable_pb and (t.perf_counter() - start_time) > 1: + pb = tqdm.tqdm(total=batch_size, file=sys.stdout, + unit_scale=False, # desc='Running..', + leave=False) + pb.update(batch) + elif pb: + pb.update(1) + s_inputs = [np.expand_dims(in_[batch], axis=0) for in_ in inputs] + if callback: + callback.on_sample_begin(batch) + s_outputs, s_dur = self._drv.invoke_sample(s_inputs, name=name_, + profiler=profiler, mode=mode, + callback=callback) + if batch == 0: + outputs = s_outputs + else: + for idx, out_ in enumerate(s_outputs): + outputs[idx] = np.append(outputs[idx], out_, axis=0) + if callback: + callback.on_sample_end(batch, s_outputs, logs = {'dur': s_dur }) + profiler['debug']['host_duration'] = (t.perf_counter() - start_time) * 1000.0 + profiler['info'] = self.get_info(name_) + if pb: + pb.close() + + return outputs, profiler + + def generate_rnd_inputs(self, name=None, batch_size=4, rng=np.random.RandomState(42)): + """Generate input data with random values""" + if isinstance(name, AiRunnerSession): + name = name.name + name_ = self._check_name(name) + if name_ is None: + return [] + info_ = self.get_input_infos(name_) + return generate_rnd([t_['type'] for t_ in info_], + [s_['shape'] for s_ in info_], + batch_size, + rng=rng) + + @property + def names(self): + """Return available nets as a list of name""" + return self._names + + def _release(self): + """Release all resources""" + if self._names: + self._logger.debug("_release(%s)", str(self)) + for net_ in self._sessions: + net_._release() + self._sessions.remove(net_) + self._names = [] + if self.is_connected: + self._drv.disconnect() + self._drv = None + return True + + def short_desc(self): + if self.is_connected: + desc_ = '{} {}'.format(self._drv.short_desc(), self.names) + return desc_ + return 'not connected' + + def connect(self, desc=None, **kwargs): + """Connect to a given runtime defined by desc""" + from .ai_resolver import ai_runner_resolver + + self._logger.debug("connect(desc='%s')", str(desc)) + self._release() + + self._drv, desc = ai_runner_resolver(self, desc) + self._logger.debug("desc for the driver: '%s'", str(desc)) + + if self._drv == None: + self._logger.error(desc) + return False + + try: + self._drv.connect(desc, **kwargs) + if not self._drv.is_connected: + self._release() + else: + self._names = self._drv.discover(flush=True) + for name_ in self._names: + self._sessions.append(AiRunnerSession(name_)) + except Exception as exc_: # pylint: disable=broad-except + msg_ = 'binding with runtime "{}" has failed\n {}'.format(desc, str(exc_)) + self._logger.error(msg_) + self._release() + + return self.is_connected + + def session(self, name=None): + """Return session handler for the given model name/idx""" + if not self.is_connected: + return None + name = self._check_name(name) + if name: + for ses_ in self._sessions: + if name == ses_.name: + ses_._acquire(self) + return ses_ + return None + + def disconnect(self): + return self._release() + + def summary(self, name=None, print_fn=None, level=0): + """Prints a summary of the model & associated runtime""" + + if print_fn is None: + print_fn = print + + dict_info = self.get_info(name) + if dict_info: + + def _attr(attr, val): + print_fn('{:20s} : {}'.format(str(attr), str(val))) + + def _tens_to_str(val): + ext_ = '' + if val['scale']: + ext_ = ', scale={}, zp={}'.format(val['scale'], val['zero_point']) + if in_.get('from_act', False): + ext_ += ', (allocated in activations buffer)' + _attr(val['name'], '{}, {}{}'.format(val['shape'], val['type'], ext_)) + + print_fn('\nSummary "{}" - {}'.format(dict_info['name'], self._names)) + print_fn('-' * 80) + _attr('inputs/outputs', '{}/{}'.format(len(dict_info['inputs']), len(dict_info['outputs']))) + for in_ in dict_info['inputs']: + _tens_to_str(in_) + for out_ in dict_info['outputs']: + _tens_to_str(out_) + _attr('n_nodes', dict_info['n_nodes']) + _attr('compile_datetime', dict_info.get('compile_datetime', 'undefined')) + _attr('model_datetime', dict_info.get('model_datetime', 'undefined')) + if level: + _attr('activations', dict_info['activations']) + _attr('weights', dict_info['weights']) + _attr('macc', dict_info['macc'] if dict_info['macc'] > 1 else 'n.a.') + print_fn('-' * 80) + _attr('runtime', '{} {}.{}.{}'.format(dict_info['runtime']['name'], + *dict_info['runtime']['version'])) + _attr('capabilities', [str(n) for n in dict_info['runtime']['capabilities']]) + for key, value in dict_info['device'].items(): + _attr(key, value) + print_fn('-' * 80) + print_fn('') + + +if __name__ == '__main__': + pass + diff --git a/python/tvm/contrib/stm32/emitter.py b/python/tvm/contrib/stm32/emitter.py new file mode 100644 index 000000000000..86ed36a624c7 --- /dev/null +++ b/python/tvm/contrib/stm32/emitter.py @@ -0,0 +1,1663 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +"""Code emission for the STM32 targets.""" + +import os +import sys + +import numpy as np + +import json # reading json graph + +from string import Template + +import tvm.relay as relay + +import logging + +from datetime import datetime + +AI_TOOLS_VERSION_MAJOR = 1 +AI_TOOLS_VERSION_MINOR = 8 +AI_TOOLS_VERSION_MICRO = 0 + +AI_API_VERSION_MAJOR = 1 +AI_API_VERSION_MINOR = 0 +AI_API_VERSION_MICRO = 0 + +AI_TOOLS_REVISION = "v1" + +DBar = '============================================================' + +# ========================================================== +# _fix_name +# +# Replace ':' with '_' in names like 'InputImg:0' +# ========================================================== +def _fix_name (node_name): + return node_name.replace(':','_') + +# ========================================================== +# get_input_tensor_name +# ========================================================== +def get_input_tensor_name (node_name): + return _fix_name (node_name) + +# ========================================================== +# get_output_tensor_name +# ========================================================== +def get_output_tensor_name (node_name, idx): + return _fix_name (node_name) + "_" + str(idx) + +# ========================================================== +# _get_node_args_name +# ========================================================== +def _get_node_args_name (node_name): + return _fix_name (node_name) + "_args" + +# ========================================================== +# _get_node_arg_types_name +# ========================================================== +def _get_node_arg_types_name (node_name): + return _fix_name (node_name) + "_arg_type_ids" + +# ========================================================== +# _get_type_size +# ========================================================== +def _get_type_size (dltype): + + if dltype == 'uint64' or dltype == 'int64' : + return 8 + elif dltype == 'uint32' or dltype == 'int32' or dltype == 'float32': + return 4 + elif dltype == 'uint16' or dltype == 'int16': + return 2 + elif dltype == 'uint8' or dltype == 'int8': + return 1 + else: + print ("### Error: Data type {} not supported".format(dltype)) + assert(False) + +# ========================================================== +# _get_type_data +# ========================================================== +def _get_type_data (dltype): + + if dltype == 'uint64': + return 'kDLUInt, 64, 1' + elif dltype == 'int64': + return 'kDLInt, 64, 1' + elif dltype == 'float32': + return 'kDLFloat, 32, 1' + elif dltype == 'uint32': + return 'kDLUInt, 32, 1' + elif dltype == 'int32': + return 'kDLInt, 32, 1' + elif dltype == 'uint16': + return 'kDLUInt, 16, 1' + elif dltype == 'int16': + return 'kDLInt, 16, 1' + elif dltype == 'uint8': + return 'kDLUInt, 8, 1' + elif dltype == 'int8': + return 'kDLInt, 8, 1' + else: + print ("### Error: Data type {} not supported".format(dltype)) + assert(False) + +# ========================================================== +# _get_aligned_offset +# ========================================================== +def _get_aligned_offset (offset, dltype): + + align = _get_type_size (dltype) + + if offset % align != 0: + offset = offset + (align - offset % align) + + return offset + +# ========================================================== +# _get_tensor_elts +# ========================================================== +def _get_tensor_elts (dims): + size = 1 + for i in range (0, len(dims)): + size = size * dims[i] + return size + +# ========================================================== +# _get_tensor_size +# ========================================================== +def _get_tensor_size (dims, dltype): + size = _get_tensor_elts (dims) + return size * _get_type_size(dltype) + +# ========================================================== +# CodeEmitter +# ========================================================== +class CodeEmitter (object) : + """Code emitter class/utility.""" + + def __init__(self, include_activations=True, include_inputs=True, include_outputs=True): + """Initialize the Emitter instance. + + Parameters + ---------- + include_activations: + The Emitter allocates the storage for the activations data + and places it in a specific data section. If Falsr, the + main application is responsible for allocating the activations + storage. Default: True. + + include_feeds: + The Emitter allocates the storage for the input/output data. + This storage is shared with the activations and placed in the + specific activations data section. If Falsr, the main + application is responsible for allocating the input/output + data storage. Default: True. + + Returns + ------- + CodeEmitter object. + + """ + + # + # Constants: + # + self.DATA_ALIGNMENT = 8 + + # + # Static model: activations placed into a nn_data_act section + # Dynamic model: activations need to be malloc'ed by the + # applications. + # + if include_activations == True: + self.ACTIVATIONS_STATIC = 1 + else: + self.ACTIVATIONS_STATIC = 0 + + # + # Inputs/outputs may be allocated within the activations or + # separately. + # TODO: Separate the inputs from activations inside TVM. + # + if include_inputs == True: + assert self.ACTIVATIONS_STATIC == 1, ("###Error: Static inputs are not allowed without activations.") + self.INPUTS_STATIC = 1 + else: + self.INPUTS_STATIC = 0 + + if include_outputs == True: + assert self.ACTIVATIONS_STATIC == 1, ("###Error: Static outputs are not allowed without activations.") + self.OUTPUTS_STATIC = 1 + else: + self.OUTPUTS_STATIC = 0 + + # + # Parsed graph + # + self.nodes_ = [] + self.arg_nodes_ = [] + self.outputs_ = [] + self.attrs_ = {} + self.node_row_ptr_ = [] + # + # Parameters + # + self.params_ = {} + # + # Filled by data_placement() + # + self.weights_ = {} + self.activations_ = {} + self.input_data_ = {} + self.output_data_ = {} + self.nodes_size_ = 0 + self.weights_size_ = 0 + self.activations_size_ = 0 + + self.quantization_ = {} + + + # ================================================================== + # __extract_quantization_info + # ================================================================== + def __extract_quantization_info (self, quantization): + """ Build dictionary with quantization infos.""" + + for dl_tensor_name in self.input_data_: + if dl_tensor_name in quantization: + self.quantization_[dl_tensor_name] = quantization[dl_tensor_name] + + # + # Matching outputs is more difficult because TVM does not preserve + # output tensor names. + # We only support models with a single output now. + # + assert len(self.output_data_) == 1, ("Multiple outputs models are not yet supported.") + + for dl_tensor_name in self.output_data_: + for name in quantization: + if name not in self.input_data_: + self.quantization_['output'] = quantization[name] + break + + # ================================================================== + # _json_load_attrs + # ================================================================== + #def __json_load_attrs (self, attr_dict): + + # param = None + + # for key in attr_dict: + + # if key == 'func_name': + #param->func_name = value; + # print ("json_load_attrs: TODO.") + # elif key == 'num_inputs': + #param->num_inputs = strtoul(value.c_str(), nullptr, 10); + # print ("json_load_attrs: TODO.") + # elif key == 'num_outputs': + #param->num_outputs = strtoul(value.c_str(), nullptr, 10); + # print ("json_load_attrs: TODO.") + # elif key == 'flatten_data': + #param->flatten_data = strtoul(value.c_str(), nullptr, 10); + # print ("json_load_attrs: TODO.") + + # return param + + # ========================================================== + # _json_parse_nodes + # ========================================================== + def __json_parse_nodes (self, nodes): + """ Parse the nodes part of the JSON graph. """ + + for node_dict in nodes: + + #print (" node: {}".format(node_dict)) + + op = None + name = None + inputs = None + attrs = None + deps = None + + for key in node_dict: + + if key == 'op': + op = node_dict['op'] + #print (" op: {}".format(node_dict['op'])) + elif key == 'name': + name = node_dict['name'] + #print (" name: {}".format(node_dict['name'])) + elif key == 'inputs': + inputs = node_dict['inputs'] + #print (" inputs: {}".format(node_dict['inputs'])) + elif key == 'attr': + attrs = node_dict['attr'] + elif key == 'attrs': + attrs = node_dict['attrs'] + elif key == 'control_deps': + deps = node_dict['control_deps'] + else: + print ("### Error: JSON do not support key {}".format(key)) + assert(False) + + # ========================================================== + # __tensor_is_output + # ========================================================== + def __tensor_is_output (self, nid, idx): + + for out in self.outputs_: + out_nid = out[0] + out_idx = out[1] + out_version = out[2] + if out_nid == nid and out_idx == idx: + return True + return False + + # ========================================================== + # __get_tensor_from_node + # ========================================================== + def __get_tensor_from_node (self, nid, idx): + # + # 'eid' is index into the dltype', 'shape', etc. + # + eid = self.node_row_ptr_[nid] + idx + + dltype = self.attrs_['dltype'][1][eid] + dims = self.attrs_['shape'][1][eid] + storage_id = self.attrs_['storage_id'][1][eid] + ndim = len(dims) + shape = str(dims) + # + # Get tensor size + # + size = _get_tensor_size (dims, dltype) + + tensor = { + 'dltype' : dltype, + 'ndim' : ndim, + 'dims' : dims, + 'strides' : None, + 'storage_id' : storage_id, + # + # What is this byte_offset really ? + # + 'byte_offset' : 0, + 'offset' : 0, + 'size' : size + } + + return tensor + + + # ================================================================== + # __compute_data_placement + # ================================================================== + def __compute_data_placement (self): + """ Compute inputs, outputs, weight, activation sizes""" + + self.inputs_ = self.arg_nodes_.copy() + + # + # weights: + # + + offset = 0 + + for key in self.params_: + # + # First, find the node in graph + # + nid = 0 + for node in self.nodes_: + if node['name'] == key: + break + nid += 1 + + dl_tensor_name = get_input_tensor_name (key); + tensor = self.__get_tensor_from_node (nid, 0) + # + # Compute the offset + # + dltype = tensor['dltype'] + aligned_offset = _get_aligned_offset (offset, dltype) + tensor['offset'] = aligned_offset + + for idx in self.arg_nodes_: + node = self.nodes_[idx] + node_name = node['name'] + if node_name == key: + self.inputs_.remove(idx) + + self.weights_[dl_tensor_name] = tensor + + # + # Next offset + # + offset = aligned_offset + tensor['size'] + + self.weights_size_ = offset + + # + # activations: + # + + buffer_list_ = {} + + nid = 0 + + for node in self.nodes_: + + node_name = node['name'] + + #print ("== [{}] op: {}".format(nid, node['name'])) + + if node['op'] != 'null': + + if node['op'] != 'tvm_op': + print ("### Error: Only TVM ops are supported") + exit + + node_attrs = node['attrs'] + num_outputs = int(node_attrs['num_outputs']) + + for idx in range(num_outputs): + # + # Do not count the 'outputs_' + # + if self.__tensor_is_output(nid, idx): + continue + + dl_tensor_name = get_output_tensor_name (node_name, idx); + tensor = self.__get_tensor_from_node (nid, idx) + # + # Remember this tensor with the storage id + # + storage_id = tensor['storage_id'] + if storage_id not in buffer_list_: + buffer_list_[storage_id] = [] + buffer_entry = buffer_list_[storage_id] + buffer_entry.append(tensor) + + self.activations_[dl_tensor_name] = tensor + + self.nodes_size_ = self.nodes_size_ + 1 + + nid += 1 + + # + # Compute 'input_data_' + # + offset = 0 + + for nid in self.inputs_: + node = self.nodes_[nid] + node_name = node['name'] + # + # Arthur: I suppose that input nodes only have a single + # output dependency + # + dl_tensor_name = get_input_tensor_name (node_name); + # + # This tensor is at some index inside 'input_data_' dictionary + # depending on the 'inputs_' list order. We refer to this position + # when generating the XXX.h file. + # + tensor = self.__get_tensor_from_node (nid, 0) + + if self.INPUTS_STATIC == 1: + # + # Remember this tensor with the storage id + # + storage_id = tensor['storage_id'] + if storage_id not in buffer_list_: + buffer_list_[storage_id] = [] + buffer_entry = buffer_list_[storage_id] + buffer_entry.append(tensor) + else: + # + # Compute the offset + # + dltype = tensor['dltype'] + aligned_offset = _get_aligned_offset (offset, dltype) + tensor['offset'] = aligned_offset + + self.input_data_[dl_tensor_name] = tensor + + # + # Next offset + # + offset = aligned_offset + tensor['size'] + + + # + # Compute 'output_data_' + # + offset = 0 + + for output in self.outputs_: + + nid = output[0] + idx = output[1] + version = output[2] + + node = self.nodes_[nid] + node_name = node['name'] + + dl_tensor_name = get_output_tensor_name (node_name, idx); + + tensor = self.__get_tensor_from_node (nid, idx) + + if self.OUTPUTS_STATIC == 1: + # + # Remember this tensor with the storage id + # + storage_id = tensor['storage_id'] + if storage_id not in buffer_list_: + buffer_list_[storage_id] = [] + buffer_entry = buffer_list_[storage_id] + buffer_entry.append(tensor) + else: + # + # Compute the offset + # + dltype = tensor['dltype'] + aligned_offset = _get_aligned_offset (offset, dltype) + tensor['offset'] = aligned_offset + + self.output_data_[dl_tensor_name] = tensor + + # + # Next offset + # + offset = aligned_offset + tensor['size'] + + # + # Go over all storage IDs and compute offsets and activations_size_ + # + offset = 0 + + for storage_id in buffer_list_: + buffer_entry = buffer_list_[storage_id] + + new_offset = offset + for tensor in buffer_entry: + assert (tensor['storage_id'] == storage_id) + dltype = tensor['dltype'] + aligned_offset = _get_aligned_offset (offset, dltype) + tensor['offset'] = aligned_offset + size = tensor['size'] + if (aligned_offset + size) > new_offset: + new_offset = aligned_offset + size + offset = new_offset + + self.activations_size_ = offset + + + # ========================================================== + # parse_module + # ========================================================== + def parse_module (self, module, quantization=None): + """Parse the module. Build internal data structures. + + Parameters + ---------- + module : TVM module + The module to parse + + quantization: Dictionary + The quantization information for model inputs/outputs. + """ + + self.graph_ = module.get_json() + self.params_ = module.get_params() + self.lib_ = module.get_lib() + + if not isinstance(self.graph_, (str,)): + try: + self.graph = self.graph._tvm_graph_json() + except AttributeError: + raise ValueError("Type %s is not supported" % type(self.graph)) + + graph_dict = json.loads(self.graph_) + + for key in graph_dict: + if key == 'nodes': + self.nodes_ = graph_dict['nodes'] + #print (" -- nodes: {}".format(graph_dict['nodes'])) + self.__json_parse_nodes (self.nodes_) + elif key == 'arg_nodes': + self.arg_nodes_ = graph_dict['arg_nodes'] + #print (" -- inputs: {}".format(arg_nodes_)) + elif key == 'node_row_ptr': + self.node_row_ptr_ = graph_dict['node_row_ptr'] + #print (" -- node_row_ptr: {}".format(graph_dict['node_row_ptr'])) + elif key == 'heads': + self.outputs_ = graph_dict['heads'] + #print (" -- outputs: {}".format(outputs_)) + elif key == 'attrs': + self.attrs_ = graph_dict['attrs'] + #print (" -- attrs: {}".format(attrs_)) + elif key == 'metadata': + #print (" -- meta: {}".format(graph_dict['metadata'])) + continue + else: + print ("### Error: JSON key {} not supported".format(key)) + assert(False) + + # + # Build all tensor lists + # + self.__compute_data_placement() + + # + # Extract quantization info for inputs/outputs + # + if quantization != None: + self.__extract_quantization_info (quantization) + + # ========================================================== + # __emit_params_data + # ========================================================== + def __emit_params_data (self, name, out_h, out_c): + + name_upper = name.upper() + + # + # XXX_data.h + # + out_h.write (f'#ifndef __{name_upper}_DATA_H_ \n') + out_h.write (f'#define __{name_upper}_DATA_H_ \n') + out_h.write (f'\n') + out_h.write (f'#include \"ai_runtime_api.h\" \n') + out_h.write (f'\n') + + out_h.write (f'AI_API_ENTRY \n') + out_h.write (f'const ai_ptr ai_{name}_data_weights_get (void); \n') + out_h.write (f'\n') + + out_h.write (f'#endif /* __{name_upper}_DATA_H_ */ \n') + out_h.write (f'\n') + + # + # XXX_data.cc + # + out_c.write (f'#include \"{name}_data.h\" \n') + out_c.write (f'\n') + + out_c.write (f'const ai_ptr ai_{name}_data_weights_get (void) \n') + out_c.write (f'{{\n') + out_c.write (f' AI_ALIGNED({self.DATA_ALIGNMENT}) static const __attribute__ ((section(\".nn_weights\"))) uint8_t s_{name}_weights[] = {{ \n') + + # + # Weights are arranged in the order of 'params_' + # + + offset = 0 + + for key in self.params_: + data = self.params_[key] # ND Array + npdata = data.asnumpy() + blob = npdata.tobytes() + + out_c.write (f'// \"{key}\": \n') + out_c.write (f'\t') + + count = 0 + + # + # Align by emitting garbage between un-aligned data + # + dl_tensor_name = get_input_tensor_name (key); + tensor = self.weights_[dl_tensor_name] + tensor_offset = tensor['offset'] + tensor_size = tensor['size'] + + while offset < tensor_offset: + count += 1 + out_c.write ("0x{:02X}, ".format(0)) + if count == 12: + out_c.write ("\n\t") + count = 0 + offset += 1 + + for val in blob: + count += 1 + out_c.write ("0x{:02X}, ".format(val)) + if count == 12: + out_c.write ("\n\t") + count = 0 + + offset += tensor_size + + out_c.write (f'\n') + + out_c.write (f' }}; \n') + out_c.write (f' return (const ai_ptr)s_{name}_weights; \n') + out_c.write (f'}} \n') + out_c.write (f'\n') + + # ========================================================== + # __emit_open + # ========================================================== + def __emit_open (self, name, out_h, out_c): + + name_upper = name.upper() + + # + # XXX.h + # + out_h.write (f'#ifndef __AI_{name_upper}_H__ \n') + out_h.write (f'#define __AI_{name_upper}_H__ \n') + out_h.write (f'\n') + + out_h.write (f'#include \"ai_runtime_api.h\" \n') + out_h.write (f'\n') + + input_size = len(self.input_data_) + output_size = len(self.output_data_) + out_h.write (f'#define _{name_upper}_INPUTS_COUNT_ ({input_size})\n') + out_h.write (f'#define _{name_upper}_OUTPUTS_COUNT_ ({output_size})\n') + out_h.write (f'#define _{name_upper}_ACTIVATION_BYTES_ ({self.activations_size_})\n') + out_h.write (f'\n') + + # + # XXX.c + # + out_c.write (f'#include \n') + out_c.write (f'\n') + + out_c.write (f'#include \"dlpack/dlpack.h\" \n') + out_c.write (f'#include \"c_runtime_api.h\" \n') + out_c.write (f'#include \"{name}.h\" \n') + out_c.write (f'#include \"{name}_data.h\" \n') + out_c.write (f'\n') + + # ========================================================== + # __emit_close + # ========================================================== + def __emit_close (self, name, out_h, out_c): + + name_upper = name.upper() + + # datetime object containing current date and time + now = datetime.now() + # dd/mm/YY H:M:S + dt_string = now.strftime("%d/%m/%Y %H:%M:%S") + #print("date and time =", dt_string) + + # + # XXX.h + # + out_h.write (f'#endif /*__AI_{name_upper}_H__*/ \n') + + # + # XXX.c + # + + # + # Emit network structure + # + num_inputs = len(self.input_data_) + num_outputs = len(self.output_data_) + + out_c.write (f'AI_API_ENTRY __attribute__ ((section(\".nn_models\"))) ai_model_info {name}_network = {{\n') + out_c.write (f' .name = \"{name}\",\n') + out_c.write (f' .datetime = \"{dt_string}\",\n') + out_c.write (f' .revision = \"{AI_TOOLS_REVISION}\",\n') + out_c.write (f' .tool_version = \"{AI_TOOLS_VERSION_MAJOR}.{AI_TOOLS_VERSION_MINOR}.{AI_TOOLS_VERSION_MICRO}.0\",\n') + out_c.write (f' .api_version = \"{AI_API_VERSION_MAJOR}.{AI_API_VERSION_MINOR}.{AI_API_VERSION_MICRO}.0\",\n') + #out_c.write (" .n_macc = {},\n".format(0)) + out_c.write (f' .n_nodes = {self.nodes_size_},\n') + out_c.write (f' .n_inputs = {num_inputs},\n') + out_c.write (f' .n_outputs = {num_outputs},\n') + out_c.write (f' .activations_size = {self.activations_size_},\n') + out_c.write (f' .params_size = {self.weights_size_},\n') + if self.ACTIVATIONS_STATIC == 1: + out_c.write (f' .activations = {name}_activations, \n') + else: + out_c.write (f' .activations = NULL, \n') + out_c.write (f' .inputs = _InputsList,\n') + out_c.write (f' .outputs = _OutputsList,\n') + out_c.write (f' .ai_get_params = &ai_{name}_data_weights_get,\n') + out_c.write (f' .ai_create = &ai_{name}_create,\n') + out_c.write (f' .ai_destroy = &ai_{name}_destroy,\n') + out_c.write (f' .ai_run = &ai_{name}_run\n') + out_c.write (f'}};\n') + out_c.write (f'\n') + + # ========================================================== + # __emit_tensor_shape + # ========================================================== + def __emit_tensor_shape (self, dl_tensor_name, ndim, shape, strides, out_c): + out_c.write (f'AI_STATIC int64_t {dl_tensor_name}_shape[{ndim}] = {{{shape[1:-1]}}}; \n') + assert strides == None, (f'###Error: non-compact tensors are not handled yet.') + out_c.write (f'AI_STATIC int64_t {dl_tensor_name}_strides[{ndim}] = {{}}; \n') + + # ========================================================== + # __emit_tensor_quant + # ========================================================== + def __emit_tensor_quant (self, dl_tensor_name, out_c): + + if dl_tensor_name in self.quantization_: + quantization = self.quantization_[dl_tensor_name] + # + # At this time, TVM only supports quantization info with + # single output models. + # + elif dl_tensor_name in self.output_data_ and 'output' in self.quantization_.keys(): + quantization = self.quantization_['output'] + else: + quantization = None + + if quantization != None: + min = quantization['min'] + max = quantization['max'] + scale = quantization['scale'] + zero_point = quantization['zero_point'] + dim = quantization['dim'] + + # + # Sometimes we get a scalar with ScaleAsNumpy. + # This seem to mean not quantized ? + # + if not isinstance(scale, np.ndarray): + assert scale == 0.0, (f'Non-quantized tensor with scale != 0.0') + assert not isinstance(zero_point, np.ndarray) and zero_point == 0,(f'Non-quantized tensor with zero_point != 0') + return None + + scale_size = len(scale) + zero_point_size = len(zero_point) + + assert len(scale) == len(zero_point), (f'Inconsistent quantizations scale:{scale} vs zero-point:{zero_point}') + + if len(scale) == 1: + #print ("== Setting quantization for {}: {}".format(dl_tensor_name, quantization)) + quant_name = dl_tensor_name+"_quant" + + out_c.write (f'AI_STATIC float {quant_name}_scale[{scale_size}] = {{ ') + for val in scale: + out_c.write (f'{val}, ') + out_c.write (f'}};\n') + out_c.write (f'AI_STATIC int32_t {quant_name}_zero_point[{zero_point_size}] = {{ ') + for val in zero_point: + out_c.write (f'{val}, ') + out_c.write (f'}};\n') + out_c.write (f'AI_STATIC ai_quantization_info {quant_name} = {{\n') + out_c.write (f' .scale = {quant_name}_scale,\n') + out_c.write (f' .zero_point = {quant_name}_zero_point,\n') + out_c.write (f' .dim = -1\n') + out_c.write (f'}}; \n') + + return quant_name + + return None + + # ========================================================== + # __emit_tensor_init + # ========================================================== + def __emit_tensor_init (self, dl_tensor_name, tensor, out_c, out_h): + + dltype = tensor['dltype'] + dims = tensor['dims'] + strides = tensor['strides'] + storage_id = tensor['storage_id'] + byte_offset = tensor['byte_offset'] + size = tensor['size'] + dtype = _get_type_data (dltype) + ndim = len(dims) + shape = str(dims) + self.__emit_tensor_shape (dl_tensor_name, ndim, shape, strides, out_c) + + # + # Quantization + # + quant_name = self.__emit_tensor_quant (dl_tensor_name, out_c) + + # + # Contents + # + out_c.write (f'AI_ALIGNED({self.DATA_ALIGNMENT}) AI_STATIC ai_tensor {dl_tensor_name} = {{ \n') + out_c.write (f' .dltensor = {{ \n') + out_c.write (f' .data = (ai_ptr)(NULL), \n') + # + # TODO: use the 'storage_id' + # + #out_c.write (" .ctx = {{ {} }}, \n".format(str(storage_id)[1:-1])) + out_c.write (f' .ctx = {{ kDLCPU, 0 }}, \n') + out_c.write (f' .ndim = {ndim}, \n') + out_c.write (f' .dtype = {{ {dtype} }}, \n') + out_c.write (f' .shape = {dl_tensor_name}_shape, \n') + if strides != None: + out_c.write (f' .strides = {dl_tensor_name}_strides, \n') + else: + out_c.write (f' .strides = NULL, \n') + out_c.write (f' .byte_offset = {byte_offset} \n') + out_c.write (f' }}, \n') + # + # Figure out quantization, if exists + # + if quant_name != None: + out_c.write (f' .quant = &{quant_name} \n') + else: + out_c.write (f' .quant = NULL \n') + out_c.write (f'}}; \n') + + # ========================================================== + # __emit_activation_buffers + # ========================================================== + def __emit_activation_buffers (self, name, out_h, out_c): + # + # Inputs: + # + out_c.write (f'// \n') + out_c.write (f'// Inputs:\n') + out_c.write (f'// \n') + # + # shape/buffer + # + for dl_tensor_name in self.input_data_: + tensor = self.input_data_[dl_tensor_name] + self.__emit_tensor_init (dl_tensor_name, tensor, out_c, out_h) + out_c.write (f'\n') + out_c.write (f'\n') + + # + # tensor + # + idx = 0 + out_c.write (f'AI_STATIC ai_tensor * _InputsList[] = {{ \n') + for dl_tensor_name in self.input_data_: + out_c.write (f' &{dl_tensor_name}, // [{idx}]\n') + idx = idx+1 + out_c.write (f'}}; \n') + out_c.write (f'\n') + + # + # Activations: + # + out_c.write (f'// \n') + out_c.write (f'// Activations: \n') + out_c.write (f'// \n') + for dl_tensor_name in self.activations_: + tensor = self.activations_[dl_tensor_name] + self.__emit_tensor_init (dl_tensor_name, tensor, out_c, out_h) + out_c.write (f'\n') + + # + # Outputs: + # + out_c.write (f'// \n') + out_c.write (f'// Outputs:\n') + out_c.write (f'// \n') + for dl_tensor_name in self.output_data_: + tensor = self.output_data_[dl_tensor_name] + self.__emit_tensor_init (dl_tensor_name, tensor, out_c, out_h) + out_c.write (f'\n') + out_c.write (f'\n') + + idx = 0 + out_c.write (f'AI_STATIC ai_tensor * _OutputsList[] = {{ \n') + for dl_tensor_name in self.output_data_: + out_c.write (f' &{dl_tensor_name}, // [{idx}]\n') + idx = idx+1 + out_c.write (f'}}; \n') + out_c.write (f'\n') + + if self.ACTIVATIONS_STATIC == 1: + out_c.write (f'AI_ALIGNED({self.DATA_ALIGNMENT}) __attribute__ ((section(\".{name}.nn_data_act\"))) uint8_t {name}_activations[{self.activations_size_}];\n') + out_c.write (f'\n') + + # ========================================================== + # __emit_params_buffers + # ========================================================== + def __emit_params_buffers (self, name, out_h, out_c): + + out_c.write (f'// \n') + out_c.write (f'// Weights: \n') + out_c.write (f'// \n') + for dl_tensor_name in self.weights_: + tensor = self.weights_[dl_tensor_name] + self.__emit_tensor_init (dl_tensor_name, tensor, out_c, out_h) + out_c.write (f'\n') + + # ========================================================== + # __emit_network + # ========================================================== + def __emit_network (self, name, out_h, out_c): + + out_c.write (f'// \n') + out_c.write (f'// Network: \n') + out_c.write (f'// \n') + # + # Emit prototypes for the TVM library functions + # + for node in self.nodes_: + if node['op'] != 'null': + assert node['op'] == 'tvm_op', (f'###Error: Only TVM ops are supported.') + node_attrs = node['attrs'] + func_name = node_attrs['func_name'] + out_c.write (f'TVM_DLL int32_t {func_name}(void * args, void * arg_type_ids, int32_t num_args); \n') + out_c.write (f'\n') + + # ========================================================== + # __emit_tensor_activation + # ========================================================== + def __emit_tensor_activation (self, name, dl_tensor_name, tensor, out_c): + + storage_id = tensor['storage_id'] + offset = tensor['offset'] + out_c.write (f' // \n') + out_c.write (f' // {dl_tensor_name}: storage_id:{storage_id}\n') + out_c.write (f' // \n') + out_c.write (f' {dl_tensor_name}.dltensor.data = (ai_ptr)(activations + {offset}); \n') + out_c.write (f'\n') + + # ========================================================== + # __emit_activation_init + # ========================================================== + def __emit_activation_init (self, name, out_h, out_c): + + out_c.write (f'// {DBar} \n') + out_c.write (f'// {name}_configure_activations \n') + out_c.write (f'// {DBar} \n') + out_c.write (f'AI_STATIC AI_INLINE\n') + out_c.write (f'ai_status {name}_configure_activations ( \n') + out_c.write (f' const ai_ptr activations \n') + out_c.write (f') \n') + out_c.write (f'{{ \n') + out_c.write (f' if (activations == NULL) {{\n') + out_c.write (f' TVMAPISetLastError (\"Non-null activations arena is required for this model.\");\n') + out_c.write (f' return AI_STATUS_ERROR;\n') + out_c.write (f' }}\n') + out_c.write (f'\n') + + # + # Allocate inputs with the static model + # + if self.INPUTS_STATIC: + for dl_tensor_name in self.input_data_: + tensor = self.input_data_[dl_tensor_name] + self.__emit_tensor_activation (name, dl_tensor_name, tensor, out_c) + + # + # Prepare activation buffers + # + for dl_tensor_name in self.activations_: + tensor = self.activations_[dl_tensor_name] + self.__emit_tensor_activation (name, dl_tensor_name, tensor, out_c) + + # + # Allocate outputs with the static model + # + if self.OUTPUTS_STATIC: + for dl_tensor_name in self.output_data_: + tensor = self.output_data_[dl_tensor_name] + self.__emit_tensor_activation (name, dl_tensor_name, tensor, out_c) + + out_c.write (f' return AI_STATUS_OK; \n') + out_c.write (f'}} \n') + out_c.write (f'\n') + + # ========================================================== + # __emit_params_init + # ========================================================== + def __emit_params_init (self, name, out_h, out_c): + + out_c.write (f'// {DBar} \n') + out_c.write (f'// {name}_configure_weights \n') + out_c.write (f'// {DBar} \n') + out_c.write (f'AI_STATIC AI_INLINE\n') + out_c.write (f'ai_status {name}_configure_weights ( \n') + out_c.write (f' const ai_ptr weights \n') + out_c.write (f') \n') + out_c.write (f'{{ \n') + out_c.write (f' if (weights == NULL) {{\n') + out_c.write (f' TVMAPISetLastError (\"Non-null weights arena is required for this model.\");\n') + out_c.write (f' return AI_STATUS_ERROR;\n') + out_c.write (f' }}\n') + out_c.write (f'\n') + + for dl_tensor_name in self.weights_: + tensor = self.weights_[dl_tensor_name] + offset = tensor['offset'] + out_c.write (f' // \n') + out_c.write (f' // {dl_tensor_name}\n') + out_c.write (f' // \n') + out_c.write (f' {dl_tensor_name}.dltensor.data = (ai_ptr)(weights + {offset}); \n') + out_c.write (f'\n') + + out_c.write (f' return AI_STATUS_OK; \n') + out_c.write (f'}} \n') + out_c.write (f'\n') + + # ========================================================== + # __emit_init + # ========================================================== + def __emit_init (self, name, out_h, out_c): + # + # {name}_configure_activations + # + self.__emit_activation_init (name, out_h, out_c) + # + # {name}_configure_weights + # + self.__emit_params_init (name, out_h, out_c) + + # ========================================================== + # __emit_run + # ========================================================== + def __emit_run (self, name, out_h, out_c): + + out_h.write (f'AI_API_ENTRY \n') + out_h.write (f'ai_status ai_{name}_run ( \n') + out_h.write (f' ai_tensor *inputs[], \n') + out_h.write (f' ai_tensor *outputs[] \n') + out_h.write (f'); \n') + out_h.write (f'\n') + + out_c.write (f'// {DBar} \n') + out_c.write (f'// ai_{name}_run \n') + out_c.write (f'// {DBar} \n') + out_c.write (f'AI_API_ENTRY \n') + out_c.write (f'ai_status ai_{name}_run ( \n') + out_c.write (f' ai_tensor *inputs[], \n') + out_c.write (f' ai_tensor *outputs[] \n') + out_c.write (f') \n') + out_c.write (f'{{ \n') + + out_c.write (f'#if defined(_DUMP_INPUTS_) ') + for node in self.nodes_: + node_name = node['name'] + node_name_upper = node_name.upper() + if node['op'] != 'null': + out_c.write (f'|| defined(_DUMP_{node_name_upper}_) ') + out_c.write (f'\n') + out_c.write (f' FILE * DumpFile_p = fopen(\"dump.txt\", \"w\"); \n') + out_c.write (f'#endif \n') + out_c.write (f'\n') + + # + # Execute nodes one by one + # + nid = 0 + + for node in self.nodes_: + node_name = node['name'] + node_name_upper = node_name.upper() + + #print (" [{}] op: {}".format(nid, node['name'])) + + if node['op'] != 'null': + assert node['op'] == 'tvm_op', (f'###Error: Only TVM ops are supported.') + node_attrs = node['attrs'] + func_name = node_attrs['func_name'] + + out_c.write (f' // \n') + out_c.write (f' // {func_name}\n') + out_c.write (f' // \n') + + # + # Prepare TVM packed function - this is the one called + # + if name == '__nop': + print (" exec: __nop") + continue + + elif name == '__copy': + print (" exec: __copy") + continue + + else: + # + # Get function from the TVM module + # + # void * args : arg_values.data() + # void * arg_type_ids : arg_tcodes.data() + # int32_t num_args : arg_values.size() + # + + dl_args_name = _get_node_args_name (node_name); + dl_arg_types_name = _get_node_arg_types_name (node_name); + + num_inputs = len(node['inputs']) + num_outputs = int(node_attrs['num_outputs']) + num_args = num_inputs + num_outputs + + out_c.write (f' TVMValue {dl_args_name}[{num_args}]; \n') + out_c.write (f' int32_t {dl_arg_types_name}[{num_args}]; \n') + + curr_idx = 0 + + for input in node['inputs']: + src_nid = input[0] + src_idx = input[1] + src_version = input[2] + src_node = self.nodes_[src_nid] + src_name = self.nodes_[src_nid]['name'] + + if src_node['op'] == 'null': + dl_tensor_name = get_input_tensor_name (src_name); + else: + dl_tensor_name = get_output_tensor_name (src_name, src_idx); + # + # If this input is not an activation or a parameter => find the input + # + if not dl_tensor_name in self.weights_ and not dl_tensor_name in self.activations_: + + assert (dl_tensor_name in self.input_data_), ("Tensor {} not registered ?".format(dl_tensor_name)) + + input_idx = 0 + for dl_entry_name in self.input_data_: + if dl_entry_name == dl_tensor_name: + break + input_idx += 1 + out_c.write (f' {dl_args_name}[{curr_idx}].v_handle = &inputs[{input_idx}]->dltensor; \n') + else: + out_c.write (f' {dl_args_name}[{curr_idx}].v_handle = &{dl_tensor_name}.dltensor; \n') + out_c.write (f' {dl_arg_types_name}[{curr_idx}] = kTVMNDArrayHandle; \n') + + if dl_tensor_name in self.weights_: + out_c.write (f'#ifdef _DUMP_INPUTS_ \n') + out_c.write (f' TVMDumpBuffer (\"{dl_tensor_name}\", &{dl_tensor_name}, DumpFile_p); \n') + out_c.write (f'#endif \n') + elif dl_tensor_name in self.input_data_: + input_idx = 0 + for dl_entry_name in self.input_data_: + if dl_entry_name == dl_tensor_name: + break + input_idx += 1 + out_c.write (f'#ifdef _DUMP_INPUTS_ \n') + out_c.write (f' TVMDumpBuffer (\"{dl_tensor_name}\", inputs[{input_idx}], DumpFile_p); \n') + out_c.write (f'#endif \n') + out_c.write (f'\n') + + curr_idx += 1 + + for idx in range(num_outputs): + dl_tensor_name = get_output_tensor_name (node_name, idx); + # + # If this output is not an activation => find the output + # + if dl_tensor_name not in self.activations_: + + assert (dl_tensor_name in self.output_data_) + + output_idx = 0 + for dl_exit_name in self.output_data_: + if dl_exit_name == dl_tensor_name: + break + output_idx += 1 + out_c.write (f' {dl_args_name}[{curr_idx}].v_handle = &outputs[{output_idx}]->dltensor; \n') + else: + out_c.write (f' {dl_args_name}[{curr_idx}].v_handle = &{dl_tensor_name}.dltensor; \n') + out_c.write (f' {dl_arg_types_name}[{curr_idx}] = kTVMNDArrayHandle; \n') + out_c.write (f'\n') + + curr_idx += 1 + + # + # call this function + # + out_c.write (f'#if (_VERBOSE_ > 0) \n') + out_c.write (f' printf (\" {func_name} ... \\r\\n\"); \n') + out_c.write (f'#endif \n') + + out_c.write (f' if ({func_name} ({dl_args_name}, {dl_arg_types_name}, {num_args})) {{ \n') + out_c.write (f' TVMAPISetLastError(\"Invalid handle\");\n') + out_c.write (f' return AI_STATUS_ERROR; \n') + + out_c.write (f' }} \n') + out_c.write (f'#if (_VERBOSE_ > 0) \n') + out_c.write (f' printf (\" {func_name} Done.\\r\\n\"); \n') + out_c.write (f'#endif \n') + out_c.write (f'\n') + + out_c.write (f'#ifdef _DUMP_{node_name_upper}_ \n') + for idx in range(num_outputs): + dl_tensor_name = get_output_tensor_name (node_name, idx); + if dl_tensor_name in self.activations_: + out_c.write (f' TVMDumpBuffer (\"{dl_tensor_name}\", &{dl_tensor_name}, DumpFile_p); \n') + else: + assert (dl_tensor_name in self.output_data_) + output_idx = 0 + for dl_exit_name in self.output_data_: + if dl_exit_name == dl_tensor_name: + break + output_idx += 1 + out_c.write (f' TVMDumpBuffer (\"{dl_tensor_name}\", outputs[{output_idx}], DumpFile_p); \n') + out_c.write (f'#endif \n') + + nid += 1 + + out_c.write (f'\n') + + out_c.write (f'#if defined(_DUMP_INPUTS_) ') + for node in self.nodes_: + node_name = node['name'] + if node['op'] != 'null': + out_c.write (f'|| defined(_DUMP_{node_name_upper}_) ') + out_c.write (f'\n') + out_c.write (f' fclose(DumpFile_p); \n') + out_c.write (f'#endif \n') + out_c.write (f'\n') + + out_c.write (f' return AI_STATUS_OK; \n') + out_c.write (f'}} \n') + out_c.write (f'\n') + + # ========================================================== + # __emit_create_destroy + # ========================================================== + def __emit_create_destroy (self, name, out_h, out_c): + + out_h.write (f'AI_API_ENTRY \n') + out_h.write (f'ai_status ai_{name}_create ( \n') + out_h.write (f' const ai_ptr weights, \n') + out_h.write (f' const ai_ptr activations \n') + out_h.write (f'); \n') + out_h.write (f'\n') + + out_h.write (f'AI_API_ENTRY \n') + out_h.write (f'ai_status ai_{name}_destroy (); \n') + out_h.write (f'\n') + + out_c.write (f'// {DBar} \n') + out_c.write (f'// ai_{name}_create \n') + out_c.write (f'// {DBar} \n') + out_c.write (f'AI_API_ENTRY \n') + out_c.write (f'ai_status ai_{name}_create( \n') + out_c.write (f' const ai_ptr weights, \n') + out_c.write (f' const ai_ptr activations \n') + out_c.write (f') \n') + out_c.write (f'{{ \n') + out_c.write (f' ai_status status = AI_STATUS_OK;\n') + out_c.write (f' status = {name}_configure_weights (weights); \n') + out_c.write (f' if (status != AI_STATUS_OK) {{\n') + out_c.write (f' return status;\n') + out_c.write (f' }}\n') + out_c.write (f' status = {name}_configure_activations (activations); \n') + out_c.write (f' if (status != AI_STATUS_OK) {{\n') + out_c.write (f' return status;\n') + out_c.write (f' }}\n') + out_c.write (f' return AI_STATUS_OK; \n') + out_c.write (f'}} \n') + out_c.write (f'\n') + + out_c.write (f'// {DBar} \n') + out_c.write (f'// ai_{name}_destroy \n') + out_c.write (f'// {DBar} \n') + out_c.write (f'AI_API_ENTRY \n') + out_c.write (f'ai_status ai_{name}_destroy () \n') + out_c.write (f'{{ \n') + out_c.write (f' return AI_STATUS_OK; \n') + out_c.write (f'}} \n') + + # ================================================================== + # emit_code + # ================================================================== + def emit_code (self, dest_dir, model_name): + """ Emit the C code implementing the model. """ + + if not os.path.exists (dest_dir): + os.makedirs (dest_dir) + + prefix = dest_dir+'/'+model_name + + # + # Write the C code: + # + src = "#include \n" \ + "#include \n" \ + "#include \"stm32lib.h\"\n\n" + for m in self.lib_.imported_modules: + src = src + m.get_source(fmt="c") + + with open (prefix+'_lib.c', "w") as f: + f.write(src) + + # + # Save params as bynary data + # + saved_params = relay.save_param_dict(self.params_) + with open (prefix+'_params.dat', 'wb') as f: + f.write(saved_params) + + # + # Write the .json + # + with open (prefix+'_graph.json', 'w') as f: + f.write(self.graph_) + + # + # emit X_data[c,h] + # + data_h = open('{}_data.h'.format(prefix), 'w') + data_c = open('{}_data.c'.format(prefix), 'w') + out_h = open('{}.h'.format(prefix), 'w') + out_c = open('{}.c'.format(prefix), 'w') + + # + # emit X[c,h] + # + + self.__emit_params_data (model_name, data_h, data_c) + + self.__emit_open (model_name, out_h, out_c) + self.__emit_params_buffers (model_name, out_h, out_c) + self.__emit_activation_buffers (model_name, out_h, out_c) + self.__emit_network (model_name, out_h, out_c) + + self.__emit_init (model_name, out_h, out_c) + self.__emit_create_destroy (model_name, out_h, out_c) + self.__emit_run (model_name, out_h, out_c) + + self.__emit_close (model_name, out_h, out_c) + + # + # Close files + # + out_c.close() + out_h.close() + data_c.close() + data_h.close() + + #self.__emit_linker_script (dest_dir) + + # ========================================================== + # __emit_gcc_linker_script + # ========================================================== + def __emit_linker_script (self, dest_dir, target=None): + + min_stack_size = 0x8000 + # + # 1MB 0x4000 + # + min_heap_size = 0x20000 + + #print ("== emit_linker_script: weights size = {}".format(self.weights_size_)) + #print ("== emit_linker_script: activations size = {}".format(self.activations_size_)) + + # + # Emit the linker script + # TODO: one for each possible target compiler supported, eg. GCC, ARMCC, Keil + # + with open (dest_dir+'/STM32H747_gcc.ld', 'w') as f: + + t = Template(STM32_H747_GCC_LINKER_SCRIPT) + + # + # TODO: + # stack placement perhaps AXIRAM ? + # heap placement ? + # activations/weights placement should depend on + # what compiler had to say. + # + s = t.substitute(stack_section = 'DTCMRAM', + heap_section = 'SDRAM', + activations_section = 'SDRAM', + weights_section = 'QSPIFLASH', + stack_size = hex(min_stack_size), + heap_size = hex(min_heap_size) + ) + + f.write (s) + +STM32_H747_GCC_LINKER_SCRIPT = """ +/* Entry Point */ +ENTRY(Reset_Handler) + +/* Highest address of the user mode stack */ +/* _estack = 0x24080000; */ /* end of AXIRAM */ +/*_estack = 0x20020000; */ /* end of DTCMRAM */ +/* Generate a link error if heap and stack don't fit into RAM */ +_Min_Stack_Size = $stack_size; /* required amount of stack */ +_Min_Heap_Size = $heap_size; /* required amount of heap */ + +/* Specify the memory areas */ +MEMORY +{ +ITCMRAM (xrw) : ORIGIN = 0x00000000, LENGTH = 64K +FLASH (rx) : ORIGIN = 0x08000000, LENGTH = 2048K +DTCMRAM (xrw) : ORIGIN = 0x20000000, LENGTH = 128K +AXIRAM (xrw) : ORIGIN = 0x24000000, LENGTH = 512K +SRAM123 (xrw) : ORIGIN = 0x30000000, LENGTH = 288K +SRAM4 (xrw) : ORIGIN = 0x38000000, LENGTH = 64K +BKPSRAM (xrw) : ORIGIN = 0x38800000, LENGTH = 64K +QSPIFLASH (rx) : ORIGIN = 0x90000000, LENGTH = 128M +SDRAM (xrw) : ORIGIN = 0xD0000000, LENGTH = 32M +} + +/* Define output sections */ +SECTIONS +{ + /* The startup code goes first into FLASH */ + .isr_vector : + { + . = ALIGN(4); + KEEP(*(.isr_vector)) /* Startup code */ + . = ALIGN(4); + } >FLASH + + + /* The program code and other data goes into FLASH */ + .text : + { + . = ALIGN(4); + *(.text) /* .text sections (code) */ + *(.text*) /* .text* sections (code) */ + *(.glue_7) /* glue arm to thumb code */ + *(.glue_7t) /* glue thumb to arm code */ + *(.eh_frame) + + KEEP (*(.init)) + KEEP (*(.fini)) + + . = ALIGN(4); + _etext = .; /* define a global symbols at end of code */ + } >FLASH + + .params_external_flash : + { + *(.nn_weights*) + } >$weights_section /* QSPIFLASH FLASH*/ + + /* Constant data goes into FLASH */ + .rodata : + { + . = ALIGN(4); + *(.rodata) /* .rodata sections (constants, strings, etc.) */ + *(.rodata*) /* .rodata* sections (constants, strings, etc.) */ + . = ALIGN(4); + } >FLASH + + .ARM.extab : { *(.ARM.extab* .gnu.linkonce.armextab.*) } >FLASH + .ARM : { + __exidx_start = .; + *(.ARM.exidx*) + __exidx_end = .; + } >FLASH + + .preinit_array : + { + PROVIDE_HIDDEN (__preinit_array_start = .); + KEEP (*(.preinit_array*)) + PROVIDE_HIDDEN (__preinit_array_end = .); + } >FLASH + .init_array : + { + PROVIDE_HIDDEN (__init_array_start = .); + KEEP (*(SORT(.init_array.*))) + KEEP (*(.init_array*)) + PROVIDE_HIDDEN (__init_array_end = .); + } >FLASH + .fini_array : + { + PROVIDE_HIDDEN (__fini_array_start = .); + KEEP (*(SORT(.fini_array.*))) + KEEP (*(.fini_array*)) + PROVIDE_HIDDEN (__fini_array_end = .); + } >FLASH + + .nn_models : + { + . = ALIGN(4); + __models_section_start__ = .; + KEEP (*(.nn_models*)) + __models_section_end__ = .; + } >DTCMRAM /*AXIRAM -- for some reason cannot initialize AXIRAM*/ + + /* User_heap_stack section, used to check that there is enough RAM left */ + ._user_stack : + { + . = ALIGN(8); + _sstack = .; + . = . + _Min_Stack_Size; + _estack = .; + . = ALIGN(8); + } >$stack_section + + /* Check if MY_MEMORY usage exceeds MY_MEMORY size */ +/* + ASSERT( LENGTH(MY_MEMORY) >= (__mysection_end__ - __mysection_start__), "MY_MEMORY memory overflowed !") +*/ + + /* used by the startup to initialize data */ + _sidata = LOADADDR(.data); + + /* Initialized data sections goes into RAM, load LMA copy after code */ + .data : + { + . = ALIGN(4); + _sdata = .; /* create a global symbol at data start */ + *(.data) /* .data sections */ + *(.data*) /* .data* sections */ + + . = ALIGN(4); + _edata = .; /* define a global symbol at data end */ + } >DTCMRAM AT> FLASH + + + /* Uninitialized data section */ + . = ALIGN(4); + .bss : + { + /* This is used by the startup in order to initialize the .bss secion */ + _sbss = .; /* define a global symbol at bss start */ + __bss_start__ = _sbss; + *(.bss) + *(.bss*) + *(COMMON) + + . = ALIGN(4); + _ebss = .; /* define a global symbol at bss end */ + __bss_end__ = _ebss; + } >DTCMRAM + + /* Warning: looks like there is no heap overlow check in sbrk */ + ._user_heap : + { + . = ALIGN(8); + PROVIDE ( end = . ); + PROVIDE ( _end = . ); + . = . + _Min_Heap_Size; + . = ALIGN(8); + } >$heap_section + + .external_sdram (NOLOAD) : + { + *(.nn_data_act*) + } >$activations_section + + /* Remove information from the standard libraries */ + /DISCARD/ : + { + libc.a ( * ) + libm.a ( * ) + libgcc.a ( * ) + } + + .ARM.attributes 0 : { *(.ARM.attributes) } +} + +""" + diff --git a/python/tvm/contrib/stm32/pb_mgr_drv.py b/python/tvm/contrib/stm32/pb_mgr_drv.py new file mode 100755 index 000000000000..ed1b04e9d894 --- /dev/null +++ b/python/tvm/contrib/stm32/pb_mgr_drv.py @@ -0,0 +1,626 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +""" +Driver for proto buff messages +""" + +__author__ = "Jean-Michel Delorme" +__copyright__ = "Copyright (c) 2020, STMicroelectronics" +__license__ = "Limited License Agreement - SLA0069" + +import time as t +import numpy as np + +from google.protobuf.internal.encoder import _VarintBytes + +from .ai_runner import AiRunner, AiRunnerCallback, AiRunnerDriver +from .ai_runner import HwIOError, InvalidMsgError, NotInitializedMsgError, AiRunnerError, InvalidParamError +from .stm32_utility import stm32_id_to_str, stm32_config_to_str +from . import stm32msg_pb2 as stm32msg + +class AiBufferFmt: + """ Helper class to manipulate the AI buffer format""" + AI_BUFFER_FORMAT_NONE = 0x00000040 + AI_BUFFER_FORMAT_FLOAT = 0x01821040 + + AI_BUFFER_FORMAT_U8 = 0x00040440 + AI_BUFFER_FORMAT_U16 = 0x00040840 + AI_BUFFER_FORMAT_S8 = 0x00840440 + AI_BUFFER_FORMAT_S16 = 0x00840840 + + AI_BUFFER_FORMAT_Q = 0x00840040 + AI_BUFFER_FORMAT_Q7 = 0x00840447 + AI_BUFFER_FORMAT_Q15 = 0x0084084f + + AI_BUFFER_FORMAT_UQ = 0x00040040 + AI_BUFFER_FORMAT_UQ7 = 0x00040447 + AI_BUFFER_FORMAT_UQ15 = 0x0004084f + + FMT_MASK = 0x01FFFFFF + + FLOAT_MASK = 0x1 + FLOAT_SHIFT = 24 + + SIGN_MASK = 0x1 + SIGN_SHIFT = 23 + + TYPE_ID_MASK = 0xF + TYPE_ID_SHIFT = 17 + + BITS_MASK = 0x7F + BITS_SHIFT = 7 + + FBITS_MASK = 0x7F + FBITS_SHIFT = 0 + + TYPE_NONE = 0x0 + TYPE_FLOAT = 0x1 + TYPE_Q = 0x2 + TYPE_BOOL = 0x3 + + FLAG_CONST = (0x1 << 30) + FLAG_STATIC = (0x1 << 29) + FLAG_IS_IO = (0x1 << 27) + + +def _fmt_to_dict(fmt): + """Return a dict with fmt field values""" + _dict = { + 'type': (fmt >> AiBufferFmt.TYPE_ID_SHIFT) & AiBufferFmt.TYPE_ID_MASK, + 'bits': (fmt >> AiBufferFmt.BITS_SHIFT) & AiBufferFmt.BITS_MASK, + 'fbits': (fmt >> AiBufferFmt.FBITS_SHIFT) & AiBufferFmt.FBITS_MASK, + 'sign': (fmt >> AiBufferFmt.SIGN_SHIFT) & AiBufferFmt.SIGN_MASK, + } + _dict['fbits'] = _dict['fbits'] - 64 + return _dict + + +def _to_version(ver): + """Convert uint32 version to tuple (major, minor, sub)""" + return (ver >> 24 & 0xFF, ver >> 16 & 0xFF, ver >> 8 & 0xFF) + + +def _fmt_to_np_type(fmt): + """Return numpy type based on AI buffer format definition""" + + desc = _fmt_to_dict(fmt) + + _type = desc['type'] + _bits = desc['bits'] + _sign = desc['sign'] + + if _type == AiBufferFmt.TYPE_FLOAT: + if _bits == 32: + return np.float32 + if _bits == 16: + return np.float16 + return np.float64 + + if _type == AiBufferFmt.TYPE_NONE: + return np.void + + if _type == AiBufferFmt.TYPE_BOOL: + return np.bool + + if _type == AiBufferFmt.TYPE_Q: + if _sign and _bits == 8: + return np.int8 + if _sign and _bits == 16: + return np.int16 + if _sign and _bits == 32: + return np.int32 + if _bits == 8: + return np.uint8 + if _bits == 16: + return np.uint16 + if _bits == 32: + return np.uint32 + + raise NotImplementedError('AI type to NP type not supported') + + +class AiPbMsg(AiRunnerDriver): + """Class to handle the messages (protobuf-based)""" + + def __init__(self, parent, io_drv): + """Constructor""" + if not hasattr(io_drv, 'set_parent'): + raise InvalidParamError('Invalid IO Hw Driver type (io_drv)') + self._req_id = 0 + self._io_drv = io_drv + self._models = dict() # cache the description of the models + self._sync = None # cache for the sync message + self._sys_info = None # cache for sys info message + self._io_drv.set_parent(self) + super(AiPbMsg, self).__init__(parent) + + @property + def is_connected(self): + return self._io_drv.is_connected + + def connect(self, desc=None, **kwargs): + """Connect to the stm.ai run-time""" + if self._io_drv.is_connected: + return False + return self._io_drv.connect(desc, **kwargs) + + @property + def capabilities(self): + if self.is_connected: + cap_ = [AiRunner.Caps.IO_ONLY] + if self._sync.capability & stm32msg.CAP_INSPECTOR: + cap_.extend([AiRunner.Caps.PER_LAYER, AiRunner.Caps.PER_LAYER_WITH_DATA]) + if self._sync.capability & stm32msg.CAP_SELF_TEST: + cap_.append(AiRunner.Caps.SELF_TEST) + return cap_ + return [] + + def disconnect(self): + self._models = dict() + self._sys_info = None + self._sync = None + self._io_drv.disconnect() + + def short_desc(self): + ver_ = 'v{}.{}'.format(stm32msg.P_VERSION_MAJOR, stm32msg.P_VERSION_MINOR) + io_ = self._io_drv.short_desc() + return 'STM Proto-buffer protocol ' + ver_ + ' (' + io_ + ')' + + def _waiting_io_ack(self, timeout): + """Wait a ack""" + start_time = t.perf_counter() + while True: + if self._io_drv.read(1): + break + else: + if t.perf_counter() - start_time > timeout / 1000.0: + return False + return True + + def _write_io_packet(self, payload, delay=0): + iob = bytearray(stm32msg.IO_OUT_PACKET_SIZE + 1) + iob[0] = len(payload) + for i, val in enumerate(payload): + iob[i + 1] = val + if not delay: + _w = self._io_drv.write(iob) + else: + _w = 0 + for elem in iob: + _w += self._io_drv.write(elem.to_bytes(1, 'big')) + t.sleep(delay) + return _w + + def _write_delimited(self, mess, timeout=5000): + """Helper function to write a message prefixed with its size""" + + if not mess.IsInitialized(): + raise NotInitializedMsgError + + buff = mess.SerializeToString() + _head = _VarintBytes(mess.ByteSize()) + + buff = _head + buff + + packs = [buff[i:i + stm32msg.IO_OUT_PACKET_SIZE] + for i in range(0, len(buff), stm32msg.IO_OUT_PACKET_SIZE)] + + n_w = self._write_io_packet(packs[0]) + for pack in packs[1:]: + if not self._waiting_io_ack(timeout): + break + n_w += self._write_io_packet(pack) + + return n_w + + def _parse_and_check(self, data, msg_type=None): + """Parse/convert and check the received buffer""" + resp = stm32msg.respMsg() + try: + resp.ParseFromString(data) + except BaseException as exc_: + raise InvalidMsgError(str(exc_)) + if msg_type is None: + return resp + elif resp.WhichOneof('payload') != msg_type: + raise InvalidMsgError('receive \'{}\' instead \'{}\''.format( + resp.WhichOneof('payload'), msg_type)) + return None + + def _waiting_msg(self, timeout, msg_type=None): + """Helper function to receive a message""" + buf = bytearray() + + packet_s = int(stm32msg.IO_IN_PACKET_SIZE + 1) + if timeout == 0: + t.sleep(0.2) + + start_time = t.monotonic() + while True: + p_buf = bytearray() + while len(p_buf) < packet_s: + io_buf = self._io_drv.read(packet_s - len(p_buf)) + if io_buf: + p_buf += io_buf + else: + cum_time = t.monotonic() - start_time + if timeout and (cum_time > timeout / 1000): + raise TimeoutError( + 'STM32 - read timeout {:.1f}ms/{}ms'.format(cum_time * 1000, timeout)) + if timeout == 0: + return self._parse_and_check(buf, msg_type) + last = p_buf[0] & stm32msg.IO_HEADER_EOM_FLAG + # cbuf[0] = cbuf[0] & 0x7F & ~stm32msg.IO_HEADER_SIZE_MSK + p_buf[0] &= 0x7F # & ~stm32msg.IO_HEADER_SIZE_MSK) + if last: + buf += p_buf[1:1 + p_buf[0]] + break + else: + buf += p_buf[1:packet_s] + resp = self._parse_and_check(buf, msg_type) + return resp + + def _send_request(self, cmd, param=0, name=None, opt=0): + """Build a request msg and send it""" + self._req_id += 1 + req_msg = stm32msg.reqMsg() + req_msg.reqid = self._req_id + req_msg.cmd = cmd + req_msg.param = param + req_msg.opt = opt + if name is not None and isinstance(name, str): + req_msg.name = name + else: + req_msg.name = '' + n_w = self._write_delimited(req_msg) + return n_w, req_msg + + def _send_ack(self, param=0, err=0): + """Build an acknowledge msg and send it""" + ack_msg = stm32msg.ackMsg(param=param, error=err) + return self._write_delimited(ack_msg) + + def _device_log(self, resp): + """Process a log message from a device""" + if resp.WhichOneof('payload') == 'log': + msg = 'STM32:{}: {}'.format(resp.log.level, resp.log.str) + self._logger.info(msg) + self._send_ack() + return True + return False + + def _waiting_answer(self, timeout=10000, msg_type=None, state=None): + """Wait an answer/msg from the device and post-process it""" + + cont = True + while cont: # to manage the "log" msg + resp = self._waiting_msg(timeout=timeout) + if resp.reqid != self._req_id: + raise InvalidMsgError('SeqID is not valid - {} instead {}' + .format(resp.reqid, self._req_id)) + cont = self._device_log(resp) + + if msg_type and resp.WhichOneof('payload') != msg_type: + raise InvalidMsgError('receive \'{}\' instead \'{}\''.format( + resp.WhichOneof('payload'), msg_type)) + + if state and state != resp.state: + raise HwIOError('Invalid state: {} instead {}'.format( + resp.state, state)) + + return resp + + def _cmd_sync(self, timeout): + """SYNC command""" + self._send_request(stm32msg.CMD_SYNC) + resp = self._waiting_answer(timeout=timeout, msg_type='sync', + state=stm32msg.S_IDLE) + return resp.sync + + def _cmd_sys_info(self, timeout): + """SYS_INFO command""" + self._send_request(stm32msg.CMD_SYS_INFO) + resp = self._waiting_answer(timeout=timeout, msg_type='sinfo', + state=stm32msg.S_IDLE) + return resp.sinfo + + def _cmd_network_info(self, timeout, param=0): + """SYS_INFO command""" + self._send_request(stm32msg.CMD_NETWORK_INFO, param=param) + resp = self._waiting_answer(timeout=timeout, state=stm32msg.S_IDLE) + if resp.WhichOneof('payload') == 'ninfo': + return resp.ninfo + return None + + def _cmd_run(self, timeout, c_name, param): + """NETWORK_RUN command""" + self._send_request(stm32msg.CMD_NETWORK_RUN, param=param, name=c_name) + resp = self._waiting_answer(timeout=timeout, msg_type='ack', + state=stm32msg.S_WAITING) + return resp + + def is_alive(self, timeout=500): + try: + self._sync = self._cmd_sync(timeout) + except (AiRunnerError, TimeoutError) as exc_: + self._logger.debug('is_alive() %s', str(exc_)) + return False + return True + + def _to_device(self): + """Return a dict with the device settings""" + if self._sys_info is None: + self._sys_info = self._cmd_sys_info(timeout=500) + + return { + 'dev_id': stm32_id_to_str(self._sys_info.devid), + 'sys_clock': self._sys_info.sclock, + 'bus_clock': self._sys_info.hclock, + 'config': stm32_config_to_str(self._sys_info.cache), + } + + def _to_runtime(self, model_info): + """Return a dict with the runtime attributes""" + + # Basic hack to detect the type of run-time + name_rt = 'X-CUBE-AI' if model_info.tool_api_version != model_info.api_version else\ + model_info.tool_revision + return { + 'name': name_rt, + 'version': _to_version(model_info.runtime_version), + 'capabilities': self.capabilities, + 'tools_version': _to_version(model_info.tool_version), + } + + def _to_io_tensor(self, buffer, idx, name=None): + """Return a dict with the tensor IO attributes""" + + item = { + 'name' : '{}_{}'.format(name if name else 'tensor', idx + 1), + 'shape': (buffer.n_batches, buffer.height, buffer.width, buffer.channels), + 'type' : _fmt_to_np_type(buffer.format), + 'scale': np.float32(buffer.scale) if buffer.scale != 0.0 else None, + 'zero_point': np.int32(buffer.zeropoint), + } + + # adjust type of the zero_point + if item['scale'] is not None: + item['zero_point'].astype(item['type']) + + return item + + def _model_to_dict(self, model_info): + """Return a dict with the network info""" + return { + 'name': model_info.model_name, + 'model_datetime': model_info.model_datetime, # date of creation + 'compile_datetime': model_info.compile_datetime, # date of compilation + 'hash': model_info.model_signature, + 'n_nodes': model_info.n_nodes, + 'inputs': [self._to_io_tensor(d_, i, 'input') for i, d_ in enumerate(model_info.inputs)], + 'outputs': [self._to_io_tensor(d_, i, 'output') for i, d_ in enumerate(model_info.outputs)], + 'weights': model_info.weights.channels, + 'activations': model_info.activations.channels, + 'macc': model_info.n_macc, + 'runtime': self._to_runtime(model_info), + 'device': self._to_device(), + } + + def get_info(self, c_name=None): + """Return a dict with the network info of the given model""" + if not self._models: + return dict() + if c_name is None or c_name not in self._models.keys(): + # first c-model is used + c_name = self._models.keys()[0] + model = self._models[c_name] + return self._model_to_dict(model) + + def discover(self, flush=False): + """Build the list of the available model""" + if flush: + self._models.clear() + if self._models: + return list(self._models.keys()) + param, cont = 0, True + + while cont: + n_info = self._cmd_network_info(timeout=5000, param=param) + if n_info is not None: + self._models[n_info.model_name] = n_info + msg = 'discover() found="{}"'.format(str(n_info.model_name)) + self._logger.debug(msg) + param += 1 + else: + cont = False + return list(self._models.keys()) + + def _to_buffer_msg(self, data, buffer_desc): + """Convert ndarray to aiBufferByteMsg""" + msg_ = stm32msg.aiBufferByteMsg() + msg_.shape.n_batches = buffer_desc.n_batches + msg_.shape.height = buffer_desc.height + msg_.shape.width = buffer_desc.width + msg_.shape.channels = buffer_desc.channels + msg_.shape.format = buffer_desc.format + msg_.shape.scale = 0.0 + msg_.shape.zeropoint = 0 + dt_ = np.dtype(data.dtype.type) + dt_ = dt_.newbyteorder('<') + msg_.datas = bytes(data.astype(dt_).flatten().tobytes()) + return msg_ + + def _from_buffer_msg(self, msg, fill_with_zero=False): + """Convert aiBufferByteMsg to ndarray""" + if isinstance(msg, stm32msg.respMsg): + buffer = msg.node.buffer + elif isinstance(msg, stm32msg.nodeMsg): + buffer = msg.node + else: + buffer = msg + shape_ = (buffer.shape.n_batches, buffer.shape.height, + buffer.shape.width, buffer.shape.channels) + dt_ = np.dtype(_fmt_to_np_type(buffer.shape.format)) + dt_ = dt_.newbyteorder('<') + if fill_with_zero: # or not buffer.datas: + return np.zeros(shape_, dtype=dt_), shape_ + if not buffer.datas: + return np.array([], dtype=dt_), shape_ + return np.reshape(np.frombuffer(buffer.datas, dtype=dt_), shape_), shape_ + + def _send_buffer(self, data, buffer_desc, is_last=False): + """Send a buffer to the device and wait an ack""" + + buffer_msg = self._to_buffer_msg(data, buffer_desc) + self._write_delimited(buffer_msg) + state = stm32msg.S_PROCESSING if is_last else stm32msg.S_WAITING + self._waiting_answer(msg_type='ack', state=state) + self._send_ack() + + def _receive_features(self, profiler, callback): + """Collect the intermediate/hidden values""" + + # main loop to receive the datas + idx_node = 0 + duration = 0.0 + while True: + resp = self._waiting_answer(msg_type='node', timeout=50000) + # state=stm32msg.S_PROCESSING) + ilayer = resp.node + + is_internal = ilayer.type >> 16 + is_internal = True if is_internal & stm32msg.LAYER_TYPE_INTERNAL_LAST or\ + is_internal & stm32msg.LAYER_TYPE_INTERNAL else False + + if not is_internal: + return resp + + self._send_ack() + + if profiler: + feature, shape = self._from_buffer_msg(resp.node.buffer) + duration += ilayer.duration + if idx_node >= len(profiler['c_nodes']): + item = { + 'c_durations': [ilayer.duration], + 'm_id': ilayer.id, + 'layer_type': ilayer.type & 0x7FFF, + 'type': feature.dtype.type, + 'shape': shape, # feature.shape, + 'scale': resp.node.buffer.shape.scale, + 'zero_point': resp.node.buffer.shape.zeropoint, + 'data': feature, + } + profiler['c_nodes'].append(item) + else: + item = profiler['c_nodes'][idx_node] + item['c_durations'].append(ilayer.duration) + item['data'] = np.append(item['data'], feature, axis=0) + + if callback: + callback.on_node_end(idx_node, + [feature], + logs = { + 'dur': ilayer.duration, + 'shape': [shape], + 'm_id': ilayer.id, + 'layer-type': ilayer.type & 0x7FFF}) + + # end main loop + if ilayer.type >> 16 & stm32msg.LAYER_TYPE_INTERNAL_LAST: + break + + idx_node += 1 + + # retreive the report + # legacy support (2.1 protocol) - not used here + # global execution time is reported in the output tensors + self._waiting_answer(msg_type='report', + timeout=20000, + state=stm32msg.S_PROCESSING) + self._send_ack() + + if profiler: + profiler['c_durations'].append(duration) + + return None + + def invoke_sample(self, s_inputs, **kwargs): + """Invoke the model (sample mode)""" + + if s_inputs[0].shape[0] != 1: + raise HwIOError('Should be called with a batch size of 1') + + name = kwargs.pop('name', None) + + if name is None or name not in self._models.keys(): + raise InvalidParamError('Invalid requested model name: ' + name) + + model = self._models[name] + + profiler = kwargs.pop('profiler', None) + mode = kwargs.pop('mode', AiRunner.Mode.IO_ONLY) + callback = kwargs.pop('callback', None) + + if mode == AiRunner.Mode.PER_LAYER: + param = stm32msg.P_RUN_MODE_INSPECTOR_WITHOUT_DATA + elif mode == AiRunner.Mode.PER_LAYER_WITH_DATA: + param = stm32msg.P_RUN_MODE_INSPECTOR + else: + param = stm32msg.P_RUN_MODE_NORMAL + + s_outputs = [] + + # start a RUN task + self._cmd_run(timeout=1000, c_name=name, param=param) + + # send the inputs + for idx, buffer_desc in enumerate(model.inputs): + input = s_inputs[idx] + is_last = True if (idx + 1) == model.n_inputs else False + self._send_buffer(input, buffer_desc, is_last=is_last) + + # receive the features + resp = self._receive_features(profiler, callback) + + # receive the outputs + for idx, buffer_desc in enumerate(model.outputs): + is_last = True if (idx + 1) == model.n_outputs else False + state = stm32msg.S_DONE if is_last else stm32msg.S_PROCESSING + if resp is None: + resp = self._waiting_answer(msg_type='node', timeout=50000, state=state) + output, _ = self._from_buffer_msg(resp.node.buffer) + s_outputs.append(output) + if not is_last: + self._send_ack() + resp = None + + if profiler: + profiler['debug']['exec_times'].append(resp.node.duration) + if mode != AiRunner.Mode.IO_ONLY: + dur = profiler['c_durations'][-1] + else: + dur = resp.node.duration + profiler['c_durations'].append(dur) + else: + dur = resp.node.duration + + return s_outputs, dur + + + diff --git a/python/tvm/contrib/stm32/requirements.txt b/python/tvm/contrib/stm32/requirements.txt new file mode 100755 index 000000000000..69bbb09d9623 --- /dev/null +++ b/python/tvm/contrib/stm32/requirements.txt @@ -0,0 +1,5 @@ +numpy +protobuf +pyserial==3.4 +tqdm==4.50.2 + diff --git a/python/tvm/contrib/stm32/serial_hw_drv.py b/python/tvm/contrib/stm32/serial_hw_drv.py new file mode 100755 index 000000000000..455e1f8d7221 --- /dev/null +++ b/python/tvm/contrib/stm32/serial_hw_drv.py @@ -0,0 +1,184 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +""" +Serial Low Level or Hw Driver +""" + +__author__ = "Jean-Michel Delorme" +__copyright__ = "Copyright (c) 2020, STMicroelectronics" +__license__ = "Limited License Agreement - SLA0069" + +import time as t + +from serial import Serial +import serial.tools.list_ports +from serial.serialutil import SerialException + +from .ai_runner import AiHwDriver +from .ai_runner import HwIOError + + +def serial_device_discovery(): + """Scan for available serial ports. return a list of available ports""" + + comports = serial.tools.list_ports.comports() + dev_list = [] + for com in comports: + elem = {'type': 'serial', + 'device': com.device, + 'desc': com.description, + 'hwid': com.hwid, + } + dev_list.append(elem) + + return dev_list + + +def serial_get_com_settings(desc): + """ + Parse the desc parameter to retreive the COM id and the baudrate. + Can be a "str" or directly an "int" if only the baudrate is passed. + + Example: + + 'COM7:115200' -> 'COM7' 115200 + '460800' -> None 460800 + ':921600 -> None 921600 + 'COM6' -> COM6 115200 + ':COM6 -> COM6 115200 + + """ + + # default values + port_ = None + baud_ = int(115200) + + if desc is not None and isinstance(desc, int): + return port_, int(desc) + + if desc is None or not isinstance(desc, str): + return port_, baud_ + + desc = desc.split(':') + for _d in desc: + if _d: + try: + _d = int(_d) + except (ValueError, TypeError): + port_ = _d + else: + baud_ = _d + + return port_, baud_ + + +class SerialHwDriver(AiHwDriver): + """Serial low-level IO driver""" + + def __init__(self, parent=None): + """Constructor""" + self._device = None + self._baudrate = 0 + super().__init__(parent) + + def get_config(self): + """"Return a dict with used configuration""" + return { + 'device' : self._device, + 'baudrate': self._baudrate, + } + + def _open(self, device, baudrate, timeout, dry_run=False): + """Open the COM port""" + _RETRY = 4 + hdl = None + while _RETRY: + try: + hdl = Serial(device, baudrate=baudrate, timeout=timeout) + except SerialException as _e: + _RETRY -= 1 + if not _RETRY: + if not dry_run: + raise HwIOError('{}'.format(_e)) + else: + return None + t.sleep(0.2) + else: + break + return hdl + + def _discovery(self, device, baudrate, timeout): + """Discover the possible COM port""" + if device is None: + devices = serial_device_discovery() + else: + devices = [{ 'device': device}] + for dev in devices: + dry_run = dev != devices[-1] + hdl_ = self._open(dev['device'], baudrate, timeout, dry_run=dry_run) + if hdl_: + self._hdl = hdl_ + self._hdl.reset_input_buffer() + self._hdl.reset_output_buffer() + self._device = dev['device'] + self._baudrate = baudrate + t.sleep(0.2) + if hasattr(self._parent, 'is_alive') and self._parent.is_alive(): + return + self._hdl.close() + self._hdl = None + if not dry_run: + raise HwIOError('{} - {}:{}'.format('Invalid firmware', dev['device'], baudrate)) + return None + + def _connect(self, desc=None, **kwargs): + """Open a connection""" + + dev_, baud_ = serial_get_com_settings(desc) + baud_ = kwargs.get('baudrate', baud_) + timeout_ = kwargs.get('timeout', 0.001) + + self._discovery(dev_, baud_, timeout_) + + return self.is_connected + + def _disconnect(self): + """Close the connection""" + self._hdl.reset_input_buffer() + self._hdl.reset_output_buffer() + self._hdl.close() + self._hdl = None + + def _read(self, size, timeout=0): + """Read data from the connected device""" + return self._hdl.read(size) + + def _write(self, data, timeout=0): + """Write data to the connected device""" + return self._hdl.write(data) + + def short_desc(self): + """Report a human description of the connection state""" + desc = 'SERIAL:' + str(self._device) + ':' + str(self._baudrate) + desc += ':connected' if self.is_connected else ':not connected' + return desc + + +if __name__ == '__main__': + pass + diff --git a/python/tvm/contrib/stm32/stm32_utility.py b/python/tvm/contrib/stm32/stm32_utility.py new file mode 100755 index 000000000000..78dfda05c0e3 --- /dev/null +++ b/python/tvm/contrib/stm32/stm32_utility.py @@ -0,0 +1,139 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +""" +STM32 helper functions +""" + +# todo - push the STM32 flags/definition in an interface file (TBD) to share them +# with the C-code. + +# format(32b) 31..24: STM32 series +# 23..17: spare +# 16: FPU is enabled or not +# 15..12: spare +# 11: H7/F7:D$ is enabled +# 10: H7/F7:I$ is enabled F4/L4: ART DCen +# 9: F7: ART enabled F4/L4: ART ICen L5: ICACHE +# 8: F4/L4/F7:ART Prefetch enabled +# 7..0: ART number of cycles (latency) +# + +_STM32_SERIES_F4 = 1 +_STM32_SERIES_F7 = 2 +_STM32_SERIES_H7 = 3 +_STM32_SERIES_L5 = 4 +_STM32_SERIES_L4 = 1 + +def _is_series(fmt, series): + return (fmt >> 24) == series + +def stm32_id_to_str(dev_id): + """Helper function to return a Human readable device ID description""" + + switcher = { + 0x422: 'STM32F303xB/C', + 0x438: 'STM32F303x6/8', + 0x446: 'STM32F303xD/E', + 0x431: 'STM32F411xC/E', + 0x423: 'STM32F401xB/C', + 0x433: 'STM32F401xD/E', + 0x435: 'STM32L43xxx', + 0x462: 'STM32L45xxx', + 0x415: 'STM32L4x6xx', + 0x470: 'STM32L4Rxxx', + 0x472: "STM32L5[5,6]2xx", + 0x449: 'STM32F74xxx', + 0x450: 'STM32H743/53/50xx and STM32H745/55/47/57xx', + 0x451: 'STM32F7[6,7]xxx', + } + desc_ = '0x{:X} - '.format(dev_id) + desc_ += switcher.get(dev_id, 'UNKNOW') + return desc_ + + +def stm32_config_to_str(cache, format=1): + """Return human desc fpu/cache config + see FW c-file aiTestUtility.c + """ + + def _fpu(cache_): + if cache_ & (1 << 16): + return 'FPU enabled' + return 'no FPU' + + def _lat(cache_): + if (cache_ >> 24) > 0 and not _is_series(cache, _STM32_SERIES_L5): + return 'lat={}'.format(cache_ & 0xFF) + return '' + + def _art_f4(cache_): + desc = 'ART:' + if cache_ & 1 << 8: + desc += ' PRFTen' + if cache_ & 1 << 9: + desc += ' ICen' + if cache_ & 1 << 10: + desc += ' DCen' + return desc + + def _icache_l5(cache_): + desc = 'ICACHE: ' + desc += 'enabled' if cache_ & 1 << 9 else 'disabled' + return desc + + def _core_f7h7(cache_): + desc = 'Core:' + if cache_ & 1 << 10: + desc += 'I$' + else: + desc += '--' + if cache_ & 1 << 11: + desc += '/D$' + else: + desc += '/--' + return desc + + def _art_f7(cache_): + desc = 'ART:' + if cache_ & 1 << 8: + desc += ' PRFTen' + if cache_ & 1 << 9: + desc += ' ARTen' + return desc + + desc = _fpu(cache) + attr = _lat(cache) + desc += ', ' + attr if attr else '' + + if _is_series(cache, _STM32_SERIES_F4) or _is_series(cache, _STM32_SERIES_L4): + attr = _art_f4(cache) + desc += ', ' + attr if attr else '' + + if _is_series(cache, _STM32_SERIES_F7) or _is_series(cache, _STM32_SERIES_H7): + attr = _core_f7h7(cache) + desc += ', ' + attr if attr else '' + + if _is_series(cache, _STM32_SERIES_F7): + attr = _art_f7(cache) + desc += ', ' + attr if attr else '' + + if _is_series(cache, _STM32_SERIES_L5): + attr = _icache_l5(cache) + desc += ', ' + attr if attr else '' + + return desc \ No newline at end of file diff --git a/python/tvm/contrib/stm32/stm32msg_pb2.py b/python/tvm/contrib/stm32/stm32msg_pb2.py new file mode 100755 index 000000000000..867aa718e26d --- /dev/null +++ b/python/tvm/contrib/stm32/stm32msg_pb2.py @@ -0,0 +1,1167 @@ +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: stm32msg.proto + +import sys +_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) +from google.protobuf.internal import enum_type_wrapper +from google.protobuf import descriptor as _descriptor +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +from google.protobuf import descriptor_pb2 +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + + + +DESCRIPTOR = _descriptor.FileDescriptor( + name='stm32msg.proto', + package='', + syntax='proto2', + serialized_pb=_b('\n\x0estm32msg.proto\"f\n\x06reqMsg\x12\r\n\x05reqid\x18\x01 \x02(\r\x12#\n\x03\x63md\x18\x02 \x02(\x0e\x32\x08.EnumCmd:\x0c\x43MD_SYS_INFO\x12\r\n\x05param\x18\x03 \x02(\r\x12\x0c\n\x04name\x18\x04 \x02(\t\x12\x0b\n\x03opt\x18\x05 \x02(\r\"l\n\x0e\x61iRunReportMsg\x12\n\n\x02id\x18\x01 \x02(\r\x12\x11\n\tsignature\x18\x02 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\x01(\x0b\x32\x0f.aiRunReportMsgH\x00\x42\t\n\x07payload*7\n\x0b\x45numVersion\x12\x13\n\x0fP_VERSION_MAJOR\x10\x02\x12\x13\n\x0fP_VERSION_MINOR\x10\x01*\x86\x01\n\x0e\x45numLowLevelIO\x12\x17\n\x12IO_HEADER_EOM_FLAG\x10\x80\x01\x12\x16\n\x12IO_HEADER_SIZE_MSK\x10\x7f\x12\x15\n\x11IO_IN_PACKET_SIZE\x10 \x12\x16\n\x12IO_OUT_PACKET_SIZE\x10 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+) +_sym_db.RegisterFileDescriptor(DESCRIPTOR) + +_ENUMVERSION = _descriptor.EnumDescriptor( + name='EnumVersion', + full_name='EnumVersion', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='P_VERSION_MAJOR', index=0, number=2, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='P_VERSION_MINOR', index=1, number=1, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=1555, + serialized_end=1610, +) +_sym_db.RegisterEnumDescriptor(_ENUMVERSION) + +EnumVersion = enum_type_wrapper.EnumTypeWrapper(_ENUMVERSION) +_ENUMLOWLEVELIO = _descriptor.EnumDescriptor( + name='EnumLowLevelIO', + full_name='EnumLowLevelIO', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='IO_HEADER_EOM_FLAG', index=0, number=128, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='IO_HEADER_SIZE_MSK', index=1, number=127, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='IO_IN_PACKET_SIZE', index=2, number=32, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='IO_OUT_PACKET_SIZE', index=3, number=32, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='IO_OUT_SYNC', index=4, number=170, + options=None, + type=None), + ], + containing_type=None, + options=_descriptor._ParseOptions(descriptor_pb2.EnumOptions(), _b('\020\001')), + serialized_start=1613, + serialized_end=1747, +) +_sym_db.RegisterEnumDescriptor(_ENUMLOWLEVELIO) + +EnumLowLevelIO = enum_type_wrapper.EnumTypeWrapper(_ENUMLOWLEVELIO) +_ENUMCAPABILITY = _descriptor.EnumDescriptor( + name='EnumCapability', + full_name='EnumCapability', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='CAP_INSPECTOR', index=0, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CAP_FIXED_POINT', index=1, number=2, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CAP_SELF_TEST', index=2, number=128, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=1749, + serialized_end=1825, +) +_sym_db.RegisterEnumDescriptor(_ENUMCAPABILITY) + +EnumCapability = enum_type_wrapper.EnumTypeWrapper(_ENUMCAPABILITY) +_ENUMCMD = _descriptor.EnumDescriptor( + name='EnumCmd', + full_name='EnumCmd', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='CMD_SYNC', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CMD_SYS_INFO', index=1, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CMD_NETWORK_INFO', index=2, number=10, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CMD_NETWORK_RUN', index=3, number=11, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CMD_NETWORK_REPORT', index=4, number=12, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CMD_TEST', index=5, number=100, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CMD_TEST_UNSUPPORTED', index=6, number=200, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=1828, + serialized_end=1977, +) +_sym_db.RegisterEnumDescriptor(_ENUMCMD) + +EnumCmd = enum_type_wrapper.EnumTypeWrapper(_ENUMCMD) +_ENUMSTATE = _descriptor.EnumDescriptor( + name='EnumState', + full_name='EnumState', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='S_IDLE', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='S_WAITING', index=1, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='S_PROCESSING', index=2, number=2, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='S_DONE', index=3, number=3, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='S_ERROR', index=4, number=4, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=1979, + serialized_end=2060, +) +_sym_db.RegisterEnumDescriptor(_ENUMSTATE) + +EnumState = enum_type_wrapper.EnumTypeWrapper(_ENUMSTATE) +_ENUMERROR = _descriptor.EnumDescriptor( + name='EnumError', + full_name='EnumError', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='E_NONE', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='E_INVALID_SIZE', index=1, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='E_INVALID_FORMAT', index=2, number=2, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='E_INVALID_STATE', index=3, number=3, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='E_INVALID_PARAM', index=4, number=4, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='E_INVALID_SHAPE', index=5, number=5, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='E_INVALID_CMD', index=6, number=6, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='E_GENERIC', index=7, number=10, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=2063, + serialized_end=2225, +) +_sym_db.RegisterEnumDescriptor(_ENUMERROR) + +EnumError = enum_type_wrapper.EnumTypeWrapper(_ENUMERROR) +_ENUMRUNPARAM = _descriptor.EnumDescriptor( + name='EnumRunParam', + full_name='EnumRunParam', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='P_RUN_MODE_NORMAL', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='P_RUN_MODE_INSPECTOR', index=1, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='P_RUN_MODE_INSPECTOR_WITHOUT_DATA', index=2, number=2, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=2227, + serialized_end=2329, +) +_sym_db.RegisterEnumDescriptor(_ENUMRUNPARAM) + +EnumRunParam = enum_type_wrapper.EnumTypeWrapper(_ENUMRUNPARAM) +_ENUMLAYERTYPE = _descriptor.EnumDescriptor( + name='EnumLayerType', + full_name='EnumLayerType', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='LAYER_TYPE_OUTPUT', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='LAYER_TYPE_INTERNAL', index=1, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='LAYER_TYPE_INTERNAL_LAST', index=2, number=2, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=2331, + serialized_end=2424, +) +_sym_db.RegisterEnumDescriptor(_ENUMLAYERTYPE) + +EnumLayerType = enum_type_wrapper.EnumTypeWrapper(_ENUMLAYERTYPE) +P_VERSION_MAJOR = 2 +P_VERSION_MINOR = 1 +IO_HEADER_EOM_FLAG = 128 +IO_HEADER_SIZE_MSK = 127 +IO_IN_PACKET_SIZE = 32 +IO_OUT_PACKET_SIZE = 32 +IO_OUT_SYNC = 170 +CAP_INSPECTOR = 1 +CAP_FIXED_POINT = 2 +CAP_SELF_TEST = 128 +CMD_SYNC = 0 +CMD_SYS_INFO = 1 +CMD_NETWORK_INFO = 10 +CMD_NETWORK_RUN = 11 +CMD_NETWORK_REPORT = 12 +CMD_TEST = 100 +CMD_TEST_UNSUPPORTED = 200 +S_IDLE = 0 +S_WAITING = 1 +S_PROCESSING = 2 +S_DONE = 3 +S_ERROR = 4 +E_NONE = 0 +E_INVALID_SIZE = 1 +E_INVALID_FORMAT = 2 +E_INVALID_STATE = 3 +E_INVALID_PARAM = 4 +E_INVALID_SHAPE = 5 +E_INVALID_CMD = 6 +E_GENERIC = 10 +P_RUN_MODE_NORMAL = 0 +P_RUN_MODE_INSPECTOR = 1 +P_RUN_MODE_INSPECTOR_WITHOUT_DATA = 2 +LAYER_TYPE_OUTPUT = 0 +LAYER_TYPE_INTERNAL = 1 +LAYER_TYPE_INTERNAL_LAST = 2 + + + +_REQMSG = _descriptor.Descriptor( + name='reqMsg', + full_name='reqMsg', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='reqid', full_name='reqMsg.reqid', index=0, + number=1, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='cmd', full_name='reqMsg.cmd', index=1, + number=2, type=14, cpp_type=8, label=2, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='param', full_name='reqMsg.param', index=2, + number=3, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='name', full_name='reqMsg.name', index=3, + number=4, type=9, cpp_type=9, label=2, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='opt', full_name='reqMsg.opt', index=4, + number=5, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=18, + serialized_end=120, +) + + +_AIRUNREPORTMSG = _descriptor.Descriptor( + name='aiRunReportMsg', + full_name='aiRunReportMsg', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='id', full_name='aiRunReportMsg.id', index=0, + number=1, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='signature', full_name='aiRunReportMsg.signature', index=1, + number=2, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='num_inferences', full_name='aiRunReportMsg.num_inferences', index=2, + number=3, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='n_nodes', full_name='aiRunReportMsg.n_nodes', index=3, + number=4, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='elapsed_ms', full_name='aiRunReportMsg.elapsed_ms', index=4, + number=5, type=2, cpp_type=6, label=2, + has_default_value=False, default_value=float(0), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=122, + serialized_end=230, +) + + +_AIBUFFERSHAPEMSG = _descriptor.Descriptor( + name='aiBufferShapeMsg', + full_name='aiBufferShapeMsg', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='format', full_name='aiBufferShapeMsg.format', index=0, + number=1, type=13, cpp_type=3, label=2, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='n_batches', full_name='aiBufferShapeMsg.n_batches', index=1, + number=2, type=13, cpp_type=3, label=2, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='height', full_name='aiBufferShapeMsg.height', index=2, + number=3, type=13, cpp_type=3, label=2, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='width', full_name='aiBufferShapeMsg.width', index=3, + number=4, type=13, cpp_type=3, label=2, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='channels', full_name='aiBufferShapeMsg.channels', index=4, + number=5, type=13, cpp_type=3, label=2, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='scale', full_name='aiBufferShapeMsg.scale', index=5, + number=6, type=2, cpp_type=6, label=2, + has_default_value=True, default_value=float(0), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='zeropoint', full_name='aiBufferShapeMsg.zeropoint', index=6, + number=7, type=5, cpp_type=1, label=2, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=233, + serialized_end=390, +) + + +_AINETWORKINFOMSG = _descriptor.Descriptor( + name='aiNetworkInfoMsg', + full_name='aiNetworkInfoMsg', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='model_name', full_name='aiNetworkInfoMsg.model_name', index=0, + number=1, type=9, cpp_type=9, label=2, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='model_signature', full_name='aiNetworkInfoMsg.model_signature', index=1, + number=2, type=9, cpp_type=9, label=2, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='model_datetime', full_name='aiNetworkInfoMsg.model_datetime', index=2, + number=3, type=9, cpp_type=9, label=2, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='compile_datetime', full_name='aiNetworkInfoMsg.compile_datetime', index=3, + number=4, type=9, cpp_type=9, label=2, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='runtime_revision', full_name='aiNetworkInfoMsg.runtime_revision', index=4, + number=5, type=9, cpp_type=9, label=2, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='runtime_version', full_name='aiNetworkInfoMsg.runtime_version', index=5, + number=6, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='tool_revision', full_name='aiNetworkInfoMsg.tool_revision', index=6, + number=7, type=9, cpp_type=9, label=2, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='tool_version', full_name='aiNetworkInfoMsg.tool_version', index=7, + number=8, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='tool_api_version', full_name='aiNetworkInfoMsg.tool_api_version', index=8, + number=9, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='api_version', full_name='aiNetworkInfoMsg.api_version', index=9, + number=10, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='interface_api_version', full_name='aiNetworkInfoMsg.interface_api_version', index=10, + number=11, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='n_macc', full_name='aiNetworkInfoMsg.n_macc', index=11, + number=12, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='n_inputs', full_name='aiNetworkInfoMsg.n_inputs', index=12, + number=13, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='n_outputs', full_name='aiNetworkInfoMsg.n_outputs', index=13, + number=14, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='n_nodes', full_name='aiNetworkInfoMsg.n_nodes', index=14, + number=15, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='inputs', full_name='aiNetworkInfoMsg.inputs', index=15, + number=16, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='outputs', full_name='aiNetworkInfoMsg.outputs', index=16, + number=17, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='activations', full_name='aiNetworkInfoMsg.activations', index=17, + number=18, type=11, cpp_type=10, label=2, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='weights', full_name='aiNetworkInfoMsg.weights', index=18, + number=19, type=11, cpp_type=10, label=2, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='signature', full_name='aiNetworkInfoMsg.signature', index=19, + number=20, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=393, + serialized_end=916, +) + + +_AIBUFFERBYTEMSG = _descriptor.Descriptor( + name='aiBufferByteMsg', + full_name='aiBufferByteMsg', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='shape', full_name='aiBufferByteMsg.shape', index=0, + number=1, type=11, cpp_type=10, label=2, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='datas', full_name='aiBufferByteMsg.datas', index=1, + number=2, type=12, cpp_type=9, label=2, + has_default_value=False, default_value=_b(""), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=918, + serialized_end=984, +) + + +_SYNCMSG = _descriptor.Descriptor( + name='syncMsg', + full_name='syncMsg', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='version', full_name='syncMsg.version', index=0, + number=1, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='capability', full_name='syncMsg.capability', index=1, + number=4, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=986, + serialized_end=1032, +) + + +_SYSINFOMSG = _descriptor.Descriptor( + name='sysinfoMsg', + full_name='sysinfoMsg', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='devid', full_name='sysinfoMsg.devid', index=0, + number=1, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='sclock', full_name='sysinfoMsg.sclock', index=1, + number=2, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='hclock', full_name='sysinfoMsg.hclock', index=2, + number=3, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='cache', full_name='sysinfoMsg.cache', index=3, + number=4, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=1034, + serialized_end=1108, +) + + +_ACKMSG = _descriptor.Descriptor( + name='ackMsg', + full_name='ackMsg', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='param', full_name='ackMsg.param', index=0, + number=1, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='error', full_name='ackMsg.error', index=1, + number=2, type=14, cpp_type=8, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=1110, + serialized_end=1160, +) + + +_LOGMSG = _descriptor.Descriptor( + name='logMsg', + full_name='logMsg', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='level', full_name='logMsg.level', index=0, + number=1, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='str', full_name='logMsg.str', index=1, + number=2, type=9, cpp_type=9, label=2, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=1162, + serialized_end=1198, +) + + +_NODEMSG = _descriptor.Descriptor( + name='nodeMsg', + full_name='nodeMsg', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='type', full_name='nodeMsg.type', index=0, + number=1, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='id', full_name='nodeMsg.id', index=1, + number=2, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='duration', full_name='nodeMsg.duration', index=2, + number=3, type=2, cpp_type=6, label=2, + has_default_value=False, default_value=float(0), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='buffer', full_name='nodeMsg.buffer', index=3, + number=4, type=11, cpp_type=10, label=2, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=1200, + serialized_end=1287, +) + + +_RESPMSG = _descriptor.Descriptor( + name='respMsg', + full_name='respMsg', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='reqid', full_name='respMsg.reqid', index=0, + number=1, type=13, cpp_type=3, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='state', full_name='respMsg.state', index=1, + number=2, type=14, cpp_type=8, label=2, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='sync', full_name='respMsg.sync', index=2, + number=10, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='sinfo', full_name='respMsg.sinfo', index=3, + number=11, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='ack', full_name='respMsg.ack', index=4, + number=12, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='log', full_name='respMsg.log', index=5, + number=13, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='node', full_name='respMsg.node', index=6, + number=14, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='ninfo', full_name='respMsg.ninfo', index=7, + number=20, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='report', full_name='respMsg.report', index=8, + number=21, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + _descriptor.OneofDescriptor( + name='payload', full_name='respMsg.payload', + index=0, containing_type=None, fields=[]), + ], + serialized_start=1290, + serialized_end=1553, +) + +_REQMSG.fields_by_name['cmd'].enum_type = _ENUMCMD +_AINETWORKINFOMSG.fields_by_name['inputs'].message_type = _AIBUFFERSHAPEMSG +_AINETWORKINFOMSG.fields_by_name['outputs'].message_type = _AIBUFFERSHAPEMSG +_AINETWORKINFOMSG.fields_by_name['activations'].message_type = _AIBUFFERSHAPEMSG +_AINETWORKINFOMSG.fields_by_name['weights'].message_type = _AIBUFFERSHAPEMSG +_AIBUFFERBYTEMSG.fields_by_name['shape'].message_type = _AIBUFFERSHAPEMSG +_ACKMSG.fields_by_name['error'].enum_type = _ENUMERROR +_NODEMSG.fields_by_name['buffer'].message_type = _AIBUFFERBYTEMSG +_RESPMSG.fields_by_name['state'].enum_type = _ENUMSTATE +_RESPMSG.fields_by_name['sync'].message_type = _SYNCMSG +_RESPMSG.fields_by_name['sinfo'].message_type = _SYSINFOMSG +_RESPMSG.fields_by_name['ack'].message_type = _ACKMSG +_RESPMSG.fields_by_name['log'].message_type = _LOGMSG +_RESPMSG.fields_by_name['node'].message_type = _NODEMSG +_RESPMSG.fields_by_name['ninfo'].message_type = _AINETWORKINFOMSG +_RESPMSG.fields_by_name['report'].message_type = _AIRUNREPORTMSG +_RESPMSG.oneofs_by_name['payload'].fields.append( + _RESPMSG.fields_by_name['sync']) +_RESPMSG.fields_by_name['sync'].containing_oneof = _RESPMSG.oneofs_by_name['payload'] +_RESPMSG.oneofs_by_name['payload'].fields.append( + _RESPMSG.fields_by_name['sinfo']) +_RESPMSG.fields_by_name['sinfo'].containing_oneof = _RESPMSG.oneofs_by_name['payload'] +_RESPMSG.oneofs_by_name['payload'].fields.append( + _RESPMSG.fields_by_name['ack']) +_RESPMSG.fields_by_name['ack'].containing_oneof = _RESPMSG.oneofs_by_name['payload'] +_RESPMSG.oneofs_by_name['payload'].fields.append( + _RESPMSG.fields_by_name['log']) +_RESPMSG.fields_by_name['log'].containing_oneof = _RESPMSG.oneofs_by_name['payload'] +_RESPMSG.oneofs_by_name['payload'].fields.append( + _RESPMSG.fields_by_name['node']) +_RESPMSG.fields_by_name['node'].containing_oneof = _RESPMSG.oneofs_by_name['payload'] +_RESPMSG.oneofs_by_name['payload'].fields.append( + _RESPMSG.fields_by_name['ninfo']) +_RESPMSG.fields_by_name['ninfo'].containing_oneof = _RESPMSG.oneofs_by_name['payload'] +_RESPMSG.oneofs_by_name['payload'].fields.append( + _RESPMSG.fields_by_name['report']) +_RESPMSG.fields_by_name['report'].containing_oneof = _RESPMSG.oneofs_by_name['payload'] +DESCRIPTOR.message_types_by_name['reqMsg'] = _REQMSG +DESCRIPTOR.message_types_by_name['aiRunReportMsg'] = _AIRUNREPORTMSG +DESCRIPTOR.message_types_by_name['aiBufferShapeMsg'] = _AIBUFFERSHAPEMSG +DESCRIPTOR.message_types_by_name['aiNetworkInfoMsg'] = _AINETWORKINFOMSG +DESCRIPTOR.message_types_by_name['aiBufferByteMsg'] = _AIBUFFERBYTEMSG +DESCRIPTOR.message_types_by_name['syncMsg'] = _SYNCMSG +DESCRIPTOR.message_types_by_name['sysinfoMsg'] = _SYSINFOMSG +DESCRIPTOR.message_types_by_name['ackMsg'] = _ACKMSG +DESCRIPTOR.message_types_by_name['logMsg'] = _LOGMSG +DESCRIPTOR.message_types_by_name['nodeMsg'] = _NODEMSG +DESCRIPTOR.message_types_by_name['respMsg'] = _RESPMSG +DESCRIPTOR.enum_types_by_name['EnumVersion'] = _ENUMVERSION +DESCRIPTOR.enum_types_by_name['EnumLowLevelIO'] = _ENUMLOWLEVELIO +DESCRIPTOR.enum_types_by_name['EnumCapability'] = _ENUMCAPABILITY +DESCRIPTOR.enum_types_by_name['EnumCmd'] = _ENUMCMD +DESCRIPTOR.enum_types_by_name['EnumState'] = _ENUMSTATE +DESCRIPTOR.enum_types_by_name['EnumError'] = _ENUMERROR +DESCRIPTOR.enum_types_by_name['EnumRunParam'] = _ENUMRUNPARAM +DESCRIPTOR.enum_types_by_name['EnumLayerType'] = _ENUMLAYERTYPE + +reqMsg = _reflection.GeneratedProtocolMessageType('reqMsg', (_message.Message,), dict( + DESCRIPTOR = _REQMSG, + __module__ = 'stm32msg_pb2' + # @@protoc_insertion_point(class_scope:reqMsg) + )) +_sym_db.RegisterMessage(reqMsg) + +aiRunReportMsg = _reflection.GeneratedProtocolMessageType('aiRunReportMsg', (_message.Message,), dict( + DESCRIPTOR = _AIRUNREPORTMSG, + __module__ = 'stm32msg_pb2' + # @@protoc_insertion_point(class_scope:aiRunReportMsg) + )) +_sym_db.RegisterMessage(aiRunReportMsg) + +aiBufferShapeMsg = _reflection.GeneratedProtocolMessageType('aiBufferShapeMsg', (_message.Message,), dict( + DESCRIPTOR = _AIBUFFERSHAPEMSG, + __module__ = 'stm32msg_pb2' + # @@protoc_insertion_point(class_scope:aiBufferShapeMsg) + )) +_sym_db.RegisterMessage(aiBufferShapeMsg) + +aiNetworkInfoMsg = _reflection.GeneratedProtocolMessageType('aiNetworkInfoMsg', (_message.Message,), dict( + DESCRIPTOR = _AINETWORKINFOMSG, + __module__ = 'stm32msg_pb2' + # @@protoc_insertion_point(class_scope:aiNetworkInfoMsg) + )) +_sym_db.RegisterMessage(aiNetworkInfoMsg) + +aiBufferByteMsg = _reflection.GeneratedProtocolMessageType('aiBufferByteMsg', (_message.Message,), dict( + DESCRIPTOR = _AIBUFFERBYTEMSG, + __module__ = 'stm32msg_pb2' + # @@protoc_insertion_point(class_scope:aiBufferByteMsg) + )) +_sym_db.RegisterMessage(aiBufferByteMsg) + +syncMsg = _reflection.GeneratedProtocolMessageType('syncMsg', (_message.Message,), dict( + DESCRIPTOR = _SYNCMSG, + __module__ = 'stm32msg_pb2' + # @@protoc_insertion_point(class_scope:syncMsg) + )) +_sym_db.RegisterMessage(syncMsg) + +sysinfoMsg = _reflection.GeneratedProtocolMessageType('sysinfoMsg', (_message.Message,), dict( + DESCRIPTOR = _SYSINFOMSG, + __module__ = 'stm32msg_pb2' + # @@protoc_insertion_point(class_scope:sysinfoMsg) + )) +_sym_db.RegisterMessage(sysinfoMsg) + +ackMsg = _reflection.GeneratedProtocolMessageType('ackMsg', (_message.Message,), dict( + DESCRIPTOR = _ACKMSG, + __module__ = 'stm32msg_pb2' + # @@protoc_insertion_point(class_scope:ackMsg) + )) +_sym_db.RegisterMessage(ackMsg) + +logMsg = _reflection.GeneratedProtocolMessageType('logMsg', (_message.Message,), dict( + DESCRIPTOR = _LOGMSG, + __module__ = 'stm32msg_pb2' + # @@protoc_insertion_point(class_scope:logMsg) + )) +_sym_db.RegisterMessage(logMsg) + +nodeMsg = _reflection.GeneratedProtocolMessageType('nodeMsg', (_message.Message,), dict( + DESCRIPTOR = _NODEMSG, + __module__ = 'stm32msg_pb2' + # @@protoc_insertion_point(class_scope:nodeMsg) + )) +_sym_db.RegisterMessage(nodeMsg) + +respMsg = _reflection.GeneratedProtocolMessageType('respMsg', (_message.Message,), dict( + DESCRIPTOR = _RESPMSG, + __module__ = 'stm32msg_pb2' + # @@protoc_insertion_point(class_scope:respMsg) + )) +_sym_db.RegisterMessage(respMsg) + + +_ENUMLOWLEVELIO.has_options = True +_ENUMLOWLEVELIO._options = _descriptor._ParseOptions(descriptor_pb2.EnumOptions(), _b('\020\001')) +# @@protoc_insertion_point(module_scope) diff --git a/python/tvm/contrib/stm32/stm_ai_utils.py b/python/tvm/contrib/stm32/stm_ai_utils.py new file mode 100755 index 000000000000..3e4b381dcd17 --- /dev/null +++ b/python/tvm/contrib/stm32/stm_ai_utils.py @@ -0,0 +1,116 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +""" +Common helper services to manage the STM.AI type +""" + +def stm_ai_error_to_str(err_code, err_type): + """Return a human readable description of the ai run-time error + + see ::EmbedNets git (src/api/ai_platform.h file) + """ + + type_switcher = { + 0x00: 'None', + 0x01: 'Tools Platform Api Mismatch', + 0x02: 'Types Mismatch', + 0x10: 'Invalid handle', + 0x11: 'Invalid State', + 0x12: 'Invalid Input', + 0x13: 'Invalid Output', + 0x14: 'Invalid Param', + 0x30: 'Init Failed', + 0x31: 'Allocation Failed', + 0x32: 'Deallocation Failed', + 0x33: 'Create Failed' + } + + code_switcher = { + 0x0000: 'None', + 0x0010: 'Network', + 0x0011: 'Network Params', + 0x0012: 'Network Weights', + 0x0013: 'Network Activations', + 0x0014: 'Layer', + 0x0015: 'Tensor', + 0x0016: 'Array', + 0x0017: 'Invalid Ptr', + 0x0018: 'Invalid Size', + 0x0020: 'Invalid Format', + 0x0021: 'Invalid Batch', + 0x0030: 'Missed Init', + 0x0040: 'In Use', + } + + desc_ = 'type=0x{:x}("{}")'.format(err_type, type_switcher.get(err_type, str(err_type))) + desc_ += '/code=0x{:x}("{}")'.format(err_code, code_switcher.get(err_code, str(err_code))) + + return desc_ + + +def stm_ai_node_type_to_str(n_type, full=True): + """Return a human readable description of a CNode / Clayer + + see ::EmbedNets git (src/layers/layers_list.h file) + """ + base = 0x100 # stateless operator + base_2 = 0x180 # stateful operator + n_type = n_type & 0xFFFF + ls_switcher = { + 0: 'Output', + base: 'Base', + base + 1: 'Add', + base + 2: 'BN', + base + 3: 'Conv2D', + base + 4: 'Dense', + base + 5: 'GRU', + base + 6: 'LRN', + base + 7: 'NL', + base + 8: 'Norm', + base + 9: 'Conv2dPool', + base + 10: 'Transpose', + base + 11: 'Pool', + base + 12: 'Softmax', + base + 13: 'Split', + base + 14: 'TimeDelay', + base + 15: 'TimeDistributed', + base + 16: 'Concat', + base + 17: 'GEMM', + base + 18: 'Upsample', + base + 19: 'Eltwise', + base + 20: 'EltwiseInt', + base + 21: 'InstNorm', + base + 22: 'Pad', + base + 23: 'Slice', + base + 24: 'Tile', + base + 25: 'Reduce', + base + 26: 'RNN', + base + 27: 'Resize', + base + 28: 'Gather', + base + 29: 'Pack', + base + 30: 'UnPack', + base + 31: 'Container', + base + 32: 'Lambda', + base_2: 'Stateful', + base_2 + 1: 'LSTM', + base_2 + 2: 'Custom', + } + desc_ = '{}'.format(ls_switcher.get(n_type, str(n_type))) + if full: + desc_ += ' (0x{:x})'.format(n_type) + return desc_ diff --git a/src/runtime/stm32/ai_platform.h b/src/runtime/stm32/ai_platform.h new file mode 100644 index 000000000000..453f19167a7b --- /dev/null +++ b/src/runtime/stm32/ai_platform.h @@ -0,0 +1,420 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file ai_platform.h + * \brief Definitions of AI platform public APIs types + */ + +#ifndef AI_PLATFORM_H +#define AI_PLATFORM_H +#pragma once + +#include +#include +#include + +#ifndef AI_PLATFORM_API_MAJOR +#define AI_PLATFORM_API_MAJOR (0) +#endif +#ifndef AI_PLATFORM_API_MINOR +#define AI_PLATFORM_API_MINOR (6) +#endif +#ifndef AI_PLATFORM_API_MICRO +#define AI_PLATFORM_API_MICRO (0) +#endif + +#define AI_PLATFORM_API_VERSION \ + AI_VERSION(AI_PLATFORM_API_MAJOR, \ + AI_PLATFORM_API_MINOR, \ + AI_PLATFORM_API_MICRO) + + +#ifndef AI_TOOLS_API_VERSION_MAJOR +#define AI_TOOLS_API_VERSION_MAJOR (1) +#endif +#ifndef AI_TOOLS_API_VERSION_MINOR +#define AI_TOOLS_API_VERSION_MINOR (4) +#endif +#ifndef AI_TOOLS_API_VERSION_MICRO +#define AI_TOOLS_API_VERSION_MICRO (0) +#endif + +#define AI_TOOLS_API_VERSION \ + AI_VERSION(AI_TOOLS_API_VERSION_MAJOR, \ + AI_TOOLS_API_VERSION_MINOR, \ + AI_TOOLS_API_VERSION_MICRO) + +#define AI_TOOLS_API_VERSION_1_3 \ + AI_VERSION(1, 3, 0) + +/******************************************************************************/ +#ifdef __cplusplus +#define AI_API_DECLARE_BEGIN extern "C" { +#define AI_API_DECLARE_END } +#else +#include +#define AI_API_DECLARE_BEGIN /* AI_API_DECLARE_BEGIN */ +#define AI_API_DECLARE_END /* AI_API_DECLARE_END */ +#endif + +/******************************************************************************/ +#if defined(_MSC_VER) + #define AI_API_ENTRY __declspec(dllexport) + #define AI_ALIGNED(x) /* AI_ALIGNED(x) */ +#elif defined(__ICCARM__) || defined (__IAR_SYSTEMS_ICC__) + #define AI_API_ENTRY /* AI_API_ENTRY */ + #define AI_ALIGNED(x) AI_CONCAT(AI_ALIGNED_,x) + #define AI_ALIGNED_1 _Pragma("data_alignment = 1") + #define AI_ALIGNED_2 _Pragma("data_alignment = 2") + #define AI_ALIGNED_4 _Pragma("data_alignment = 4") + #define AI_ALIGNED_8 _Pragma("data_alignment = 8") + #define AI_ALIGNED_16 _Pragma("data_alignment = 16") + #define AI_ALIGNED_32 _Pragma("data_alignment = 32") +#elif defined(__CC_ARM) + #define AI_API_ENTRY __attribute__((visibility("default"))) + #define AI_ALIGNED(x) __attribute__((aligned (x))) + /* Keil disallows anonymous union initialization by default */ + #pragma anon_unions +#elif defined(__GNUC__) + #define AI_API_ENTRY __attribute__((visibility("default"))) + #define AI_ALIGNED(x) __attribute__((aligned(x))) +#else + /* Dynamic libraries are not supported by the compiler */ + #define AI_API_ENTRY /* AI_API_ENTRY */ + #define AI_ALIGNED(x) /* AI_ALIGNED(x) */ +#endif + +#define AI_HANDLE_PTR(ptr_) ((ai_handle)(ptr_)) +#define AI_HANDLE_NULL AI_HANDLE_PTR(NULL) + +#define AI_HANDLE_FUNC_PTR(func) ((ai_handle_func)(func)) + +#define AI_NETWORK_PARAMS_INIT(params_, activations_) { \ + .params = params_, \ + .activations = activations_ } + +/*! ai_intq_info struct handlers **********************************************/ +#define INTQ_CONST const +// #define INTQ_CONST + +#define AI_INTQ_INFO_LIST(list_) \ + ((list_)->info) + +#define AI_INTQ_INFO_LIST_FLAGS(list_) \ + ((list_) ? (list_)->flags : 0) + +#define AI_INTQ_INFO_LIST_SIZE(list_) \ + ((list_) ? (list_)->size : 0) + +#define AI_HAS_INTQ_INFO_LIST(list_) \ + ((list_) ? (((list_)->info) && ((list_)->size>0)) : false) + +#define AI_INTQ_INFO_LIST_SCALE(list_, type_, pos_) \ + (((list_) && (list_)->info && ((pos_)<(list_)->size)) \ + ? ((type_*)((list_)->info->scale))[(pos_)] : 0) + +#define AI_INTQ_INFO_LIST_ZEROPOINT(list_, type_, pos_) \ + (((list_) && (list_)->info && ((pos_)<(list_)->size)) \ + ? ((type_*)((list_)->info->zeropoint))[(pos_)] : 0) + +/*! ai_buffer format handlers *************************************************/ + +/*! + * @enum buffer format definition + * @ingroup ai_platform + * + * 32 bit signed format list. + */ +typedef int32_t ai_buffer_format; + +/*! ai_buffer_meta flags ******************************************************/ +#define AI_BUFFER_META_HAS_INTQ_INFO (0x1U << 0) +#define AI_BUFFER_META_FLAG_SCALE_FLOAT (0x1U << 0) +#define AI_BUFFER_META_FLAG_ZEROPOINT_U8 (0x1U << 1) +#define AI_BUFFER_META_FLAG_ZEROPOINT_S8 (0x1U << 2) + +/*! ai_buffer format variable flags *******************************************/ +#define AI_BUFFER_FMT_TYPE_NONE (0x0) +#define AI_BUFFER_FMT_TYPE_FLOAT (0x1) +#define AI_BUFFER_FMT_TYPE_Q (0x2) +#define AI_BUFFER_FMT_TYPE_BOOL (0x3) + +#define AI_BUFFER_FMT_FLAG_CONST (0x1U<<30) +#define AI_BUFFER_FMT_FLAG_STATIC (0x1U<<29) +#define AI_BUFFER_FMT_FLAG_IS_IO (0x1U<<27) + +#define AI_BUFFER_FMT_PACK(value_, mask_, bits_) \ + ( ((value_) & (mask_)) << (bits_) ) + +#define AI_BUFFER_FMT_UNPACK(fmt_, mask_, bits_) \ + ( (AI_BUFFER_FMT_OBJ(fmt_) >> (bits_)) & (mask_) ) + +#define AI_BUFFER_FMT_OBJ(fmt_) \ + ((ai_buffer_format)(fmt_)) + +#define AI_BUFFER_FMT_GET_FLOAT(fmt_) \ + AI_BUFFER_FMT_UNPACK(fmt_, 0x1, 24) + +#define AI_BUFFER_FMT_GET_SIGN(fmt_) \ + AI_BUFFER_FMT_UNPACK(fmt_, 0x1, 23) + +#define AI_BUFFER_FMT_GET_TYPE(fmt_) \ + AI_BUFFER_FMT_UNPACK(fmt_, 0xF, 17) + +#define AI_BUFFER_FMT_GET_BITS(fmt_) \ + AI_BUFFER_FMT_UNPACK(fmt_, 0x7F, 7) + +#define AI_BUFFER_FMT_SET_BITS(bits_) \ + AI_BUFFER_FMT_PACK((bits_), 0x7F, 7) + +#define AI_BUFFER_FMT_GET_FBITS(fmt_) \ + ( (ai_i8)AI_BUFFER_FMT_UNPACK(fmt_, 0x7F, 0) - 64 ) + +#define AI_BUFFER_FMT_SET_FBITS(fbits_) \ + AI_BUFFER_FMT_PACK((fbits_)+64, 0x7F, 0) + +#define AI_BUFFER_FMT_SET(type_id_, sign_bit_, float_bit_, bits_, fbits_) \ + AI_BUFFER_FMT_OBJ( \ + AI_BUFFER_FMT_PACK(float_bit_, 0x1, 24) | \ + AI_BUFFER_FMT_PACK(sign_bit_, 0x1, 23) | \ + AI_BUFFER_FMT_PACK(0, 0x3, 21) | \ + AI_BUFFER_FMT_PACK(type_id_, 0xF, 17) | \ + AI_BUFFER_FMT_PACK(0, 0x7, 14) | \ + AI_BUFFER_FMT_SET_BITS(bits_) | \ + AI_BUFFER_FMT_SET_FBITS(fbits_) \ + ) + +#define AI_BUFFER_FMT_GET(fmt_) \ + (AI_BUFFER_FMT_OBJ(fmt_) & 0x01FFFFFF) + +#define AI_BUFFER_FORMAT(buf_) \ + AI_BUFFER_FMT_GET((buf_)->format) +#define AI_BUFFER_WIDTH(buf_) \ + ((buf_)->width) +#define AI_BUFFER_HEIGHT(buf_) \ + ((buf_)->height) +#define AI_BUFFER_CHANNELS(buf_) \ + ((buf_)->channels) +#define AI_BUFFER_N_BATCHES(buf_) \ + ((buf_)->n_batches) +#define AI_BUFFER_DATA(buf_, type_) \ + ((type_*)((buf_)->data)) + +#define AI_BUFFER_META_INFO(buf_) \ + ((buf_)->meta_info) + +#define AI_BUFFER_META_INFO_INTQ(meta_) \ + ((meta_) && ((meta_)->flags & AI_BUFFER_META_HAS_INTQ_INFO)) \ + ? ((meta_)->intq_info) : NULL + +#define AI_BUFFER_META_INFO_INTQ_GET_SCALE(meta_, pos_) \ + ( (AI_BUFFER_META_INFO_INTQ(meta_)) \ + ? AI_INTQ_INFO_LIST_SCALE(AI_BUFFER_META_INFO_INTQ(meta_), ai_float, pos_) \ + : 0 ) + +#define AI_BUFFER_META_INFO_INTQ_GET_ZEROPOINT(meta_, pos_) \ + ( (AI_BUFFER_META_INFO_INTQ(meta_)) \ + ? ((AI_INTQ_INFO_LIST_FLAGS(AI_BUFFER_META_INFO_INTQ(meta_))&AI_BUFFER_META_FLAG_ZEROPOINT_U8) \ + ? AI_INTQ_INFO_LIST_ZEROPOINT(AI_BUFFER_META_INFO_INTQ(meta_), ai_u8, pos_) \ + : AI_INTQ_INFO_LIST_ZEROPOINT(AI_BUFFER_META_INFO_INTQ(meta_), ai_i8, pos_) ) \ + : 0 ) + +#define AI_BUFFER_META_INFO_INIT(flags_, intq_info_) { \ + .flags = (flags_), \ + .intq_info = AI_PACK(intq_info_) \ +} + +#define AI_BUFFER_SIZE(buf_) \ + (((buf_)->width) * ((buf_)->height) * ((buf_)->channels)) + +#define AI_BUFFER_BYTE_SIZE(count_, fmt_) \ + ( (((count_) * AI_BUFFER_FMT_GET_BITS(fmt_))+4) >> 3 ) + + +/*! + * @enum buffer formats enum list + * @ingroup ai_platform + * + * List of supported ai_buffer format types. + */ +enum { + AI_BUFFER_FORMAT_NONE = AI_BUFFER_FMT_SET(AI_BUFFER_FMT_TYPE_NONE, 0, 0, 0, 0), + AI_BUFFER_FORMAT_FLOAT = AI_BUFFER_FMT_SET(AI_BUFFER_FMT_TYPE_FLOAT, 1, 1, 32, 0), + + AI_BUFFER_FORMAT_U8 = AI_BUFFER_FMT_SET(AI_BUFFER_FMT_TYPE_Q, 0, 0, 8, 0), + AI_BUFFER_FORMAT_U16 = AI_BUFFER_FMT_SET(AI_BUFFER_FMT_TYPE_Q, 0, 0, 16, 0), + AI_BUFFER_FORMAT_S8 = AI_BUFFER_FMT_SET(AI_BUFFER_FMT_TYPE_Q, 1, 0, 8, 0), + AI_BUFFER_FORMAT_S16 = AI_BUFFER_FMT_SET(AI_BUFFER_FMT_TYPE_Q, 1, 0, 16, 0), + + AI_BUFFER_FORMAT_Q = AI_BUFFER_FMT_SET(AI_BUFFER_FMT_TYPE_Q, 1, 0, 0, 0), + AI_BUFFER_FORMAT_Q7 = AI_BUFFER_FMT_SET(AI_BUFFER_FMT_TYPE_Q, 1, 0, 8, 7), + AI_BUFFER_FORMAT_Q15 = AI_BUFFER_FMT_SET(AI_BUFFER_FMT_TYPE_Q, 1, 0, 16, 15), + + AI_BUFFER_FORMAT_UQ = AI_BUFFER_FMT_SET(AI_BUFFER_FMT_TYPE_Q, 0, 0, 0, 0), + AI_BUFFER_FORMAT_UQ7 = AI_BUFFER_FMT_SET(AI_BUFFER_FMT_TYPE_Q, 0, 0, 8, 7), + AI_BUFFER_FORMAT_UQ15 = AI_BUFFER_FMT_SET(AI_BUFFER_FMT_TYPE_Q, 0, 0, 16, 15), + + AI_BUFFER_FORMAT_BOOL = AI_BUFFER_FMT_SET(AI_BUFFER_FMT_TYPE_BOOL, 0, 0, 8, 0), +}; + +/******************************************************************************/ + + +/* printf formats */ +#define SSIZET_FMT "%" PRIu32 +#define AII32_FMT "%" PRId32 +#define AIU32_FMT "%" PRIu32 + +typedef uint8_t ai_custom_type_signature; + +typedef void* ai_handle; + +typedef void (*ai_handle_func)(void*); + +typedef float ai_float; +typedef double ai_double; + +typedef bool ai_bool; + +typedef uint32_t ai_size; + +typedef uintptr_t ai_uptr; + +typedef unsigned int ai_uint; +typedef uint8_t ai_u8; +typedef uint16_t ai_u16; +typedef uint32_t ai_u32; +typedef uint64_t ai_u64; + +typedef int ai_int; +typedef int8_t ai_i8; +typedef int16_t ai_i16; +typedef int32_t ai_i32; +typedef int64_t ai_i64; + +typedef uint32_t ai_signature; + + +/******************************************************************************/ +/*! + * @struct ai_intq_info + * @ingroup ai_platform + * @brief an element of the ai_intq_info_list entry. It reports an array for the + * scale and zeropoint values for each buffer. Optional flags are also present + */ +typedef struct ai_intq_info_ { + INTQ_CONST ai_float* scale; + INTQ_CONST ai_handle zeropoint; +} ai_intq_info; + +/*! + * @struct ai_intq_info_list + * @ingroup ai_platform + * @brief list reporting meta info for quantized networks integer support + * when size > 1 it means a per channel out quantization + */ +typedef struct ai_intq_info_list_ { + ai_u16 flags; /*!< optional flags to store intq info attributes */ + ai_u16 size; /*!< number of elements in the the intq_info list */ + INTQ_CONST ai_intq_info* info; /*!< pointer to an array of metainfo + * associated to the intq_info list */ +} ai_intq_info_list; + +/******************************************************************************/ +/*! + * @struct ai_buffer_meta_info + * @ingroup ai_platform + * @brief Optional meta attributes associated with the I/O buffer. + * This datastruct is used also for network querying, where the data field may + * may be NULL. + */ +typedef struct ai_buffer_meta_info_ { + ai_u32 flags; /*!< meta info flags */ + ai_intq_info_list* intq_info; /*!< meta info related to integer format */ +} ai_buffer_meta_info; + +/*! + * @struct ai_buffer + * @ingroup ai_platform + * @brief Memory buffer storing data (optional) with a shape, size and type. + * This datastruct is used also for network querying, where the data field may + * may be NULL. + */ +typedef struct ai_buffer_ { + ai_buffer_format format; /*!< buffer format */ + ai_u16 n_batches; /*!< number of batches in the buffer */ + ai_u16 height; /*!< buffer height dimension */ + ai_u16 width; /*!< buffer width dimension */ + ai_u32 channels; /*!< buffer number of channels */ + ai_handle data; /*!< pointer to buffer data */ + ai_buffer_meta_info* meta_info; /*!< pointer to buffer metadata info */ +} ai_buffer; + +/*! + * @struct ai_platform_version + * @ingroup ai_platform + * @brief Datastruct storing platform version info + */ +typedef struct ai_platform_version_ { + ai_u8 major; + ai_u8 minor; + ai_u8 micro; + ai_u8 reserved; +} ai_platform_version; + +/*! + * @struct ai_network_report + * @ingroup ai_platform + * + * Datastructure to query a network report with some relevant network detail. + */ +typedef struct ai_network_report_ { + const char* model_name; + const char* model_signature; + const char* model_datetime; + + const char* compile_datetime; + + const char* runtime_revision; + ai_platform_version runtime_version; + + const char* tool_revision; + ai_platform_version tool_version; + ai_platform_version tool_api_version; + + ai_platform_version api_version; + ai_platform_version interface_api_version; + + ai_u32 n_macc; + + ai_u16 n_inputs; + ai_u16 n_outputs; + ai_buffer* inputs; + ai_buffer* outputs; + + ai_buffer activations; + ai_buffer params; + + ai_u32 n_nodes; + + ai_signature signature; +} ai_network_report; + +#endif /*AI_PLATFORM_H*/ diff --git a/src/runtime/stm32/ai_runtime_api.c b/src/runtime/stm32/ai_runtime_api.c new file mode 100644 index 000000000000..971679c4cc9d --- /dev/null +++ b/src/runtime/stm32/ai_runtime_api.c @@ -0,0 +1,435 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file ai_runtime_api.c + * \brief The runtime API for the TVM generated C code. + */ + +#include +#include +#include + +#include "ai_runtime_api.h" + +// ======================================================= +// ai_network_t +// ======================================================= + +typedef struct { + ai_model_info * info; + ai_tensor ** inputs; + ai_tensor ** outputs; + ai_ptr activations; + const char * error; +} ai_network_t; + +// +// .nn_models_info section +// +extern uint32_t __models_section_start__; +extern uint32_t __models_section_end__; + +uint32_t _modelsSection_start = (uint32_t) (&__models_section_start__); +uint32_t _modelsSection_end = (uint32_t) (&__models_section_end__); + +// ======================================================= +// Iterator +// ======================================================= +ai_model_iterator ai_model_iterator_begin() +{ + return _modelsSection_start; // begin() +} + +ai_model_iterator ai_model_iterator_end() +{ + return _modelsSection_end; +} + +ai_model_iterator ai_model_iterator_next(ai_model_iterator idx) +{ + return (idx+sizeof(ai_model_info)); +} + +ai_model_info * ai_model_iterator_value(ai_model_iterator idx) +{ + return (ai_model_info*)idx; +} + +#if 0 +// ======================================================= +// ai_network_find +// ======================================================= +AI_STATIC +ai_handle ai_network_find (const char * model_name) +{ + uint32_t i; + + uint32_t n_models = (_modelsSection_end-_modelsSection_start+1)/sizeof(ai_network_t); + + printf (" == models_section: 0x%08lx - 0x%08lx\r\n", _modelsSection_start, _modelsSection_end); + + //printf (" == Looking among %lu models.\r\n", n_models); + + for (i = 0; i < n_models; i++) { + ai_network_t * network = (ai_network_t *)(_modelsSection_start+i*sizeof(ai_network_t)); + + printf (" == [%ld]: network = 0x%08x\r\n", i, (unsigned int)network); + + const char * name = network->name; + + //printf (" == [%ld]: network->name = %s\r\n", i, name); + + if (!strcmp(name, model_name)) { + return (ai_handle)network; + } + } + + return NULL; +} +#endif // 0 + +// ======================================================= +// ai_create +// ======================================================= +AI_API_ENTRY ai_status ai_create ( + //const char * model_name, + ai_model_info * nn, + ai_ptr activations, + ai_handle * handle +) +{ + uint32_t n_inputs = AI_MODEL_n_inputs(nn); + uint32_t n_outputs = AI_MODEL_n_outputs(nn); + + ai_status status = AI_STATUS_OK; + +#if 0 + // + // Find the model from name. + // + ai_network_t * network = ai_network_find (model_name); + if (network == NULL) { + network->error = "Model not found"; + *handle = NULL; + return AI_STATUS_ERROR; + } +#endif // 0 + + //printf (" == Initializing the network ...\r\n"); + + // + // Create internal network representation + // + ai_network_t * network = (ai_network_t *)malloc(sizeof(ai_network_t)); + + network->info = nn; + + for (int i = 0; i < n_inputs; i++) { + network->inputs = AI_MODEL_inputs(nn); + } + for (int i = 0; i < n_outputs; i++) { + network->outputs = AI_MODEL_outputs(nn); + } + + network->activations = activations; + + network->error = NULL; + + const ai_ptr params = nn->ai_get_params(); + status = nn->ai_create (params, activations); + if (status != AI_STATUS_OK) { + network->error = TVMGetLastError(); + } + + // + // Setup weights and activations + // + *handle = network; + + return status; +} + +// ======================================================= +// ai_destroy +// ======================================================= +AI_API_ENTRY ai_status ai_destroy (ai_handle handle) +{ + if (handle == NULL) { + return AI_STATUS_ERROR; + } + + ai_network_t * network = (ai_network_t *)handle; + + free (network); + + return AI_STATUS_OK; +} + +// ======================================================= +// ai_get_error +// ======================================================= +AI_API_ENTRY +const char * ai_get_error (ai_handle handle) +{ + if (handle == NULL) { + return "Network handle is NULL"; + } + ai_network_t * network = (ai_network_t *)handle; + if (network->error == NULL) { + return ""; + } + return network->error; +} + +// ======================================================= +// ai_get_input_size +// ======================================================= +AI_API_ENTRY int32_t ai_get_input_size (ai_handle handle) +{ + if (handle == NULL) { + return 0; + } + ai_network_t * network = (ai_network_t *)handle; + return AI_MODEL_n_inputs(network->info); +} + +// ======================================================= +// ai_get_output_size +// ======================================================= +AI_API_ENTRY int32_t ai_get_output_size (ai_handle handle) +{ + if (handle == NULL) { + return 0; + } + ai_network_t * network = (ai_network_t *)handle; + return AI_MODEL_n_outputs(network->info); +} + +// ======================================================= +// ai_get_input +// ======================================================= +AI_API_ENTRY ai_tensor * ai_get_input (ai_handle handle, int32_t index) +{ + if (handle == NULL) { + return NULL; + } + ai_network_t * network = (ai_network_t *)handle; + if (index >= AI_MODEL_n_inputs(network->info)) { + network->error = "Input index out of range"; + return NULL; + } + //return &(network->inputs)[index]; + return (network->inputs)[index]; +} + +// ======================================================= +// ai_get_output +// ======================================================= +AI_API_ENTRY ai_tensor * ai_get_output (ai_handle handle, int32_t index) +{ + if (handle == NULL) { + return NULL; + } + ai_network_t * network = (ai_network_t *)handle; + if (index >= AI_MODEL_n_outputs(network->info)) { + network->error = "Output index out of range"; + return NULL; + } + //return &(network->outputs)[index]; + return (network->outputs)[index]; +} + +// ======================================================= +// ai_run +// ======================================================= +AI_API_ENTRY ai_status ai_run (ai_handle handle) +{ + if (handle == NULL) { + return AI_STATUS_ERROR; + } + ai_network_t * network = (ai_network_t *)handle; + + ai_model_info * nn = network->info; + + uint32_t n_inputs = AI_MODEL_n_inputs(nn); + uint32_t n_outputs = AI_MODEL_n_outputs(nn); + ai_status status = AI_STATUS_OK; + + // + // Check that input tensors have been specified + // + uint32_t i; + for (i = 0; i < n_inputs; i++) { + ai_tensor * input_tensor = network->inputs[i]; + DLTensor * input = &input_tensor->dltensor; + if (input->data == NULL) { + network->error = "Network input NULL"; + return AI_STATUS_ERROR; + } + } + for (i = 0; i < n_outputs; i++) { + ai_tensor * output_tensor = network->outputs[i]; + DLTensor * output = &output_tensor->dltensor; + if (output->data == NULL) { + network->error = "Network output NULL"; + return AI_STATUS_ERROR; + } + } + + status = nn->ai_run(network->inputs, network->outputs); + + if (status != AI_STATUS_OK) { + const char * err = TVMGetLastError(); + network->error = err; + } + + return status; +} + +// ======================================================= +// ai_get_name +// ======================================================= +const char * ai_get_name (ai_handle handle) +{ + if (handle == NULL) { + return NULL; + } + ai_network_t * network = (ai_network_t *)handle; + return AI_MODEL_name(network->info); +} + +// ======================================================= +// ai_get_datetime +// ======================================================= +const char * ai_get_datetime (ai_handle handle) +{ + if (handle == NULL) { + return NULL; + } + ai_network_t * network = (ai_network_t *)handle; + return AI_MODEL_datetime(network->info); +} + +// ======================================================= +// ai_get_revision +// ======================================================= +const char * ai_get_revision (ai_handle handle) +{ + if (handle == NULL) { + return NULL; + } + ai_network_t * network = (ai_network_t *)handle; + return AI_MODEL_revision(network->info); +} + +// ======================================================= +// ai_get_tool_version +// ======================================================= +const char * ai_get_tool_version (ai_handle handle) +{ + if (handle == NULL) { + return NULL; + } + ai_network_t * network = (ai_network_t *)handle; + return AI_MODEL_tool_version(network->info); +} + +// ======================================================= +// ai_get_api_version +// ======================================================= +const char * ai_get_api_version (ai_handle handle) +{ + if (handle == NULL) { + return NULL; + } + ai_network_t * network = (ai_network_t *)handle; + return AI_MODEL_api_version(network->info); +} + +// ======================================================= +// ai_get_node_size +// ======================================================= +uint32_t ai_get_node_size (ai_handle handle) +{ + if (handle == NULL) { + return 0; + } + ai_network_t * network = (ai_network_t *)handle; + return AI_MODEL_n_nodes(network->info); +} + +// ======================================================= +// ai_get_activations_size +// ======================================================= +uint32_t ai_get_activations_size (ai_handle handle) +{ + if (handle == NULL) { + return 0; + } + ai_network_t * network = (ai_network_t *)handle; + return AI_MODEL_activations_size(network->info); +} + +// ======================================================= +// ai_get_params_size +// ======================================================= +uint32_t ai_get_params_size (ai_handle handle) +{ + if (handle == NULL) { + return 0; + } + ai_network_t * network = (ai_network_t *)handle; + return AI_MODEL_params_size(network->info); +} + +// ======================================================= +// ai_get_activations +// ======================================================= +ai_ptr ai_get_activations (ai_handle handle) +{ + if (handle == NULL) { + return 0; + } + ai_network_t * network = (ai_network_t *)handle; + return network->activations; +} + +// ======================================================= +// ai_get_params +// ======================================================= +const ai_ptr ai_get_params (ai_handle handle) +{ + if (handle == NULL) { + return NULL; + } + ai_network_t * network = (ai_network_t *)handle; + return network->info->ai_get_params(); +} + +// ======================================================= +// ai_get_quantization +// ======================================================= +const ai_quantization_info * ai_get_quantization(ai_tensor * tensor) +{ + if (tensor == NULL) { + return NULL; + } + return tensor->quant; +} diff --git a/src/runtime/stm32/ai_runtime_api.h b/src/runtime/stm32/ai_runtime_api.h new file mode 100644 index 000000000000..ca758e4ebd39 --- /dev/null +++ b/src/runtime/stm32/ai_runtime_api.h @@ -0,0 +1,243 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file ai_runtime_api.h + * \brief The runtime API for the TVM generated C code. + */ + +#ifndef _AI_RUNTIME_API_included_ +#define _AI_RUNTIME_API_included_ + +#include "dlpack/dlpack.h" // From TVM + +#include "c_runtime_api.h" // From TVM + +#include "ai_platform.h" + +// +// This describes current ai_runtime version +// +#define AI_PLATFORM_RUNTIME_MAJOR 1 +#define AI_PLATFORM_RUNTIME_MINOR 0 +#define AI_PLATFORM_RUNTIME_MICRO 0 + + +#define AI_STATIC static + +#if defined(_MSC_VER) + #define AI_INLINE __inline +#elif defined(__ICCARM__) || defined (__IAR_SYSTEMS_ICC__) + #define AI_INLINE inline +#elif defined(__CC_ARM) + #define AI_INLINE __inline + /* Keil disallows anonymous union initialization by default */ + #pragma anon_unions +#elif defined(__GNUC__) + #define AI_INLINE __inline +#else + /* Dynamic libraries are not supported by the compiler */ +#endif + +/*********************************************************/ + +typedef uint8_t * ai_ptr; + +typedef enum { + AI_STATUS_OK = 0, + AI_STATUS_ERROR = 1, + AI_STATUS_DELEGATE_ERROR = 2 +} ai_status; + +// ======================================================= +// ai_quantization_info +// +// Parameters for asymmetric quantization across a dimension (i.e +// per output channel quantization). +// quantized_dimension specifies which dimension the scales and +// zero_points correspond to. +// For a particular value in quantized_dimension, quantized values +// can be converted back to float using: +// real_value = scale * (quantized_value - zero_point) +// ======================================================= + +typedef struct { + /*! + * \brief The quantization info, if quantized + */ + float * scale; + int32_t * zero_point; + int32_t dim; +} ai_quantization_info; + +// ======================================================= +// ai_tensor +// ======================================================= + +typedef struct { + /*! + * \brief The TVM tensor. + */ + DLTensor dltensor; + /*! + * \brief The quantization info, if quantized + */ + ai_quantization_info * quant; +} ai_tensor; + +// ======================================================= +// get_dltensor +// ======================================================= +AI_STATIC AI_INLINE DLTensor * get_dltensor (ai_tensor * tensor) +{ + return &tensor->dltensor; +} + +// ======================================================= +// get_tensor_elts +// ======================================================= +AI_STATIC AI_INLINE uint32_t get_tensor_elts (const ai_tensor * tensor) +{ + const DLTensor * t = &tensor->dltensor; + uint32_t elts = 1; + for (int i = 0; i < t->ndim; ++i) { + elts *= t->shape[i]; + } + return elts; +} + +// ======================================================= +// get_tensor_size +// ======================================================= +AI_STATIC AI_INLINE uint32_t get_tensor_size (const ai_tensor * tensor) +{ + const DLTensor * t = &tensor->dltensor; + uint32_t size = 1; + for (int i = 0; i < t->ndim; ++i) { + size *= t->shape[i]; + } + size *= (t->dtype.bits * t->dtype.lanes + 7) / 8; + return size; +} + +// ======================================================= +// ai_network_info +// ======================================================= + +typedef struct { + + const char * name; + const char * datetime; + const char * revision; + const char * tool_version; + const char * api_version; + + uint16_t n_nodes; + uint8_t n_inputs; + uint8_t n_outputs; + uint32_t activations_size; + uint32_t params_size; + + ai_ptr activations; + ai_tensor ** inputs; + ai_tensor ** outputs; + + const ai_ptr (*ai_get_params)(void); + ai_status (*ai_create)(const ai_ptr weights, const ai_ptr activations); + ai_status (*ai_destroy)(); + ai_status (*ai_run)(ai_tensor *input[], ai_tensor *output[]); + +} ai_model_info; + +#define AI_MODEL_name(x) (x->name) +#define AI_MODEL_datetime(x) (x->datetime) +#define AI_MODEL_revision(x) (x->revision) +#define AI_MODEL_tool_version(x) (x->tool_version) +#define AI_MODEL_api_version(x) (x->api_version) +#define AI_MODEL_n_nodes(x) (x->n_nodes) +#define AI_MODEL_n_inputs(x) (x->n_inputs) +#define AI_MODEL_n_outputs(x) (x->n_outputs) +#define AI_MODEL_activations_size(x) (x->activations_size) +#define AI_MODEL_params_size(x) (x->params_size) +#define AI_MODEL_inputs(x) (x->inputs) +#define AI_MODEL_outputs(x) (x->outputs) +#define AI_MODEL_activations(x) (x->activations) + +// ======================================================= +// Iterator +// +// Usage: +// +// for (ai_models_iterator it = ai_models_iterator_begin(); +// it != ai_models_iterator_end(); +// it = ai_models_iterator_next(it)) { +// const char * name = ai_models_iterator_value(it); +// } +// +// ======================================================= + +typedef uint32_t ai_model_iterator; + +ai_model_iterator ai_model_iterator_begin(); +ai_model_iterator ai_model_iterator_next(ai_model_iterator it); +ai_model_iterator ai_model_iterator_end(); +ai_model_info * ai_model_iterator_value(ai_model_iterator it); + +// ======================================================= +// External Interface +// ======================================================= + +ai_status ai_create (ai_model_info * nn, ai_ptr activations, ai_handle * handle); + +ai_status ai_destroy (ai_handle handle); + +const char * ai_get_error (ai_handle handle); + +int32_t ai_get_input_size (ai_handle handle); + +int32_t ai_get_output_size (ai_handle handle); + +ai_tensor * ai_get_input (ai_handle handle, int32_t index); + +ai_tensor * ai_get_output (ai_handle handle, int32_t index); + +ai_status ai_run (ai_handle handle); + +// +// Additional methods +// +const char * ai_get_name (ai_handle handle); +const char * ai_get_datetime (ai_handle handle); +const char * ai_get_revision (ai_handle handle); +const char * ai_get_tool_version (ai_handle handle); +const char * ai_get_api_version (ai_handle handle); + +uint32_t ai_get_node_size (ai_handle handle); +uint32_t ai_get_activations_size (ai_handle handle); +uint32_t ai_get_params_size (ai_handle handle); + +ai_ptr ai_get_activations (ai_handle handle); +const ai_ptr ai_get_params (ai_handle handle); + +// +// Quantization +// +const ai_quantization_info * ai_get_quantization (ai_tensor * tensor); + +#endif // _AI_RUNTIME_API_included_ diff --git a/src/runtime/stm32/graph_runtime.cc b/src/runtime/stm32/graph_runtime.cc new file mode 100644 index 000000000000..9ad10c1232c3 --- /dev/null +++ b/src/runtime/stm32/graph_runtime.cc @@ -0,0 +1,529 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file graph_runtime.cc + */ +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include +#include +#include + +#include "graph_runtime.h" +#include "../object_internal.h" + +namespace tvm { +namespace runtime { +namespace details { +inline size_t GetDataAlignment(const DLTensor& arr) { + size_t align = (arr.dtype.bits / 8) * arr.dtype.lanes; + if (align < kAllocAlignment) return kAllocAlignment; + return align; +} +} // namespace details + +/*! + * \brief Run all the operations one by one. + */ +void GraphRuntime::Run() { + // setup the array and requirements. + for (size_t i = 0; i < op_execs_.size(); ++i) { + if (op_execs_[i]) op_execs_[i](); + } +} +/*! + * \brief Initialize the graph executor with graph and context. + * \param graph_json The execution graph. + * \param module The module containing the compiled functions for the host + * processor. + * \param ctxs The context of the host and devices where graph nodes will be + * executed on. + */ +void GraphRuntime::Init(const std::string& graph_json, + tvm::runtime::Module module, + const std::vector& ctxs) { +#ifndef _LIBCPP_SGX_NO_IOSTREAMS + std::istringstream is(graph_json); +#else + std::string is = graph_json; +#endif + dmlc::JSONReader reader(&is); + this->Load(&reader); + module_ = module; + ctxs_ = ctxs; + this->SetupStorage(); + this->SetupOpExecs(); + for (size_t i = 0; i < input_nodes_.size(); i++) { + const uint32_t nid = input_nodes_[i]; + std::string& name = nodes_[nid].name; + input_map_[name] = i; + } +} +/*! + * \brief Get the input index given the name of input. + * \param name The name of the input. + * \return The index of input. + */ +int GraphRuntime::GetInputIndex(const std::string& name) { + auto it = input_map_.find(name); + if (it != input_map_.end()) { + return it->second; + } + LOG(WARNING) << "Warning: cannot find \"" << name << "\" among input"; + return -1; +} +/*! + * \brief set index-th input to the graph. + * \param index The input index. + * \param data_in The input data. + */ +void GraphRuntime::SetInput(int index, DLTensor* data_in) { + CHECK_LT(static_cast(index), input_nodes_.size()); + uint32_t eid = this->entry_id(input_nodes_[index], 0); + data_entry_[eid].CopyFrom(data_in); +} +/*! + * \brief set index-th input to the graph without copying the data. + * \param index The input index. + * \param data_ref The input data that is referred. + */ +void GraphRuntime::SetInputZeroCopy(int index, DLTensor* data_ref) { + CHECK_LT(static_cast(index), input_nodes_.size()); + uint32_t eid = this->entry_id(input_nodes_[index], 0); + const DLTensor* old_t = data_entry_[eid].operator->(); + + // check the consistency of input + CHECK_EQ(data_alignment_[eid], details::GetDataAlignment(*data_ref)); + CHECK_EQ(reinterpret_cast(data_ref->data) % kAllocAlignment, 0); + CHECK_EQ(old_t->ndim, static_cast(data_ref->ndim)); + CHECK_EQ(old_t->ctx.device_type, data_ref->ctx.device_type); + CHECK_EQ(old_t->ctx.device_id, data_ref->ctx.device_id); + for (auto i = 0; i < data_ref->ndim; ++i) { + CHECK_EQ(old_t->shape[i], data_ref->shape[i]); + } + + // Update the data pointer for each argument of each op + for (DLTensor* t : input_dltensors_[eid]) { + t->data = data_ref->data; + } +} +/*! + * \brief Get the number of outputs + * + * \return The number of outputs from graph. + */ +int GraphRuntime::NumOutputs() const { + return outputs_.size(); +} +/*! + * \brief Return NDArray for given input index. + * \param index The input index. + * + * \return NDArray corresponding to given input node index. + */ +NDArray GraphRuntime::GetInput(int index) const { + CHECK_LT(static_cast(index), input_nodes_.size()); + uint32_t eid = this->entry_id(input_nodes_[index], 0); + return data_entry_[eid]; +} +/*! + * \brief Return NDArray for given output index. + * \param index The output index. + * + * \return NDArray corresponding to given output node index. + */ +NDArray GraphRuntime::GetOutput(int index) const { + CHECK_LT(static_cast(index), outputs_.size()); + uint32_t eid = this->entry_id(outputs_[index]); + return data_entry_[eid]; +} +/*! + * \brief Copy index-th output to data_out. + * \param index The output index. + * \param data_out the output data. + */ +void GraphRuntime::CopyOutputTo(int index, DLTensor* data_out) { + CHECK_LT(static_cast(index), outputs_.size()); + uint32_t eid = this->entry_id(outputs_[index]); + + // Check the shapes to avoid receiving in different dimension but same size. + const NDArray& data = data_entry_[eid]; + CHECK_EQ(data->ndim, data_out->ndim); + for (int32_t j = 0; j < data->ndim; ++j) { + CHECK_EQ(data->shape[j], data_out->shape[j]); + } + + data_entry_[eid].CopyTo(data_out); +} + +/*! + * \brief Load parameters from parameter blob. + * \param param_blob A binary blob of parameter. + */ +void GraphRuntime::LoadParams(const std::string& param_blob) { + dmlc::MemoryStringStream strm(const_cast(¶m_blob)); + this->LoadParams(&strm); +} + +void GraphRuntime::LoadParams(dmlc::Stream* strm) { + uint64_t header, reserved; + CHECK(strm->Read(&header)) + << "Invalid parameters file format"; + CHECK(header == kTVMNDArrayListMagic) + << "Invalid parameters file format"; + CHECK(strm->Read(&reserved)) + << "Invalid parameters file format"; + + std::vector names; + CHECK(strm->Read(&names)) + << "Invalid parameters file format"; + uint64_t sz; + strm->Read(&sz); + size_t size = static_cast(sz); + CHECK(size == names.size()) + << "Invalid parameters file format"; + for (size_t i = 0; i < size; ++i) { + int in_idx = GetInputIndex(names[i]); + CHECK_GE(in_idx, 0) << "Found param for non-existent input: " << names[i]; + uint32_t eid = this->entry_id(input_nodes_[in_idx], 0); + CHECK_LT(eid, data_entry_.size()); + + // The data_entry is allocated on device, NDArray.load always load the array into CPU. + NDArray temp; + temp.Load(strm); + data_entry_[eid].CopyFrom(temp); + } +} + +void GraphRuntime::ShareParams(const GraphRuntime& other, dmlc::Stream* strm) { + uint64_t header, reserved; + CHECK(strm->Read(&header)) + << "Invalid parameters file format"; + CHECK(header == kTVMNDArrayListMagic) + << "Invalid parameters file format"; + CHECK(strm->Read(&reserved)) + << "Invalid parameters file format"; + std::vector names; + CHECK(strm->Read(&names)) << "Invalid parameters file format"; + uint64_t sz; + strm->Read(&sz); + size_t size = static_cast(sz); + CHECK(size == names.size()) << "Invalid parameters file format"; + for (size_t i = 0; i < size; ++i) { + int in_idx = GetInputIndex(names[i]); + CHECK_GE(in_idx, 0) << "Found param for non-existent input: " << names[i]; + uint32_t eid = this->entry_id(input_nodes_[in_idx], 0); + CHECK_LT(eid, data_entry_.size()); + CHECK_EQ(data_entry_[eid].use_count(), 1); + data_entry_[eid] = other.GetInput(GetInputIndex(names[i])); + CHECK_GT(data_entry_[eid].use_count(), 1); + const DLTensor* tmp = data_entry_[eid].operator->(); + data_alignment_[eid] = details::GetDataAlignment(*tmp); + } + this->SetupOpExecs(); +} + +void GraphRuntime::SetupStorage() { + // Grab saved optimization plan from graph. + std::vector vtype; + for (const std::string& s_type : attrs_.dltype) { + vtype.push_back(tvm::runtime::String2TVMType(s_type)); + } + + // Size and device type of each storage pool entry. + std::vector pool_entry; + // Find the maximum space size. + for (size_t i = 0; i < attrs_.shape.size(); ++i) { + int storage_id = attrs_.storage_id[i]; + // Use the fallback device if no device index is available. + int device_type = static_cast(ctxs_[0].device_type); + if (!attrs_.device_index.empty()) { + device_type = attrs_.device_index[i]; + } + size_t size = 1; + for (int64_t sz : attrs_.shape[i]) { + size *= static_cast(sz); + } + CHECK_GE(storage_id, 0) << "Do not support runtime shape op"; + DLDataType t = vtype[i]; + size_t bits = t.bits * t.lanes; + CHECK(bits % 8U == 0U || bits ==1U); + size_t bytes = ((bits + 7U) / 8U) * size; + + uint32_t sid = static_cast(storage_id); + if (sid >= pool_entry.size()) { + pool_entry.resize(sid + 1, {0, -1}); + } else { + CHECK(pool_entry[sid].device_type == -1 || + pool_entry[sid].device_type == device_type) + << "The same pool entry cannot be assigned to multiple devices"; + } + pool_entry[sid].size = std::max(pool_entry[sid].size, bytes); + pool_entry[sid].device_type = device_type; + } + + // Allocate the space. + for (const auto& pit : pool_entry) { + std::vector shape; + // This for loop is very fast since there are usually only a couple of + // devices available on the same hardware. + const auto& cit = + std::find_if(ctxs_.begin(), ctxs_.end(), [&pit](const TVMContext& c) { + return pit.device_type == static_cast(c.device_type); + }); + TVMContext ctx = cit == ctxs_.end() ? ctxs_[0] : *cit; + shape.push_back(static_cast(pit.size + 3) / 4); + storage_pool_.push_back( + NDArray::Empty(shape, DLDataType{kDLFloat, 32, 1}, ctx)); + } + + // Assign the pooled entries. A unified memory pool is used to simplifiy + // memory assignment for each node entry. The allocated memory on each device + // is mapped to this pool. + data_entry_.resize(num_node_entries()); + data_alignment_.resize(num_node_entries()); + for (size_t i = 0; i < data_entry_.size(); ++i) { + int storage_id = attrs_.storage_id[i]; + CHECK_LT(static_cast(storage_id), storage_pool_.size()); + data_entry_[i] = + storage_pool_[storage_id].CreateView(attrs_.shape[i], vtype[i]); + const DLTensor* tmp = data_entry_[i].operator->(); + data_alignment_[i] = details::GetDataAlignment(*tmp); + } +} + +void GraphRuntime::SetupOpExecs() { + op_execs_.resize(this->GetNumOfNodes()); + input_dltensors_.resize(num_node_entries()); + std::unordered_set input_node_eids; + for (size_t i = 0; i < input_nodes_.size(); i++) { + uint32_t nid = input_nodes_[i]; + input_node_eids.insert(entry_id(nid, 0)); + } + + // setup the array and requirements. + for (uint32_t nid = 0; nid < this->GetNumOfNodes(); ++nid) { + const auto& inode = nodes_[nid]; + if (inode.op_type == "null") continue; + std::vector args; + for (const auto& e : inode.inputs) { + uint32_t eid = this->entry_id(e); + args.push_back(*(data_entry_[eid].operator->())); + } + for (uint32_t index = 0; index < inode.param.num_outputs; ++index) { + uint32_t eid = this->entry_id(nid, index); + args.push_back(*(data_entry_[eid].operator->())); + } + CHECK(inode.op_type == "tvm_op") << "Can only take tvm_op as op"; + + std::shared_ptr op_args = nullptr; + std::tie(op_execs_[nid], op_args) = + CreateTVMOp(inode.param, args, inode.inputs.size()); + + for (size_t i = 0; i < inode.inputs.size(); i++) { + uint32_t eid = this->entry_id(inode.inputs[i]); + // check if op input is model input + if (input_node_eids.count(eid) > 0) { + input_dltensors_[eid].push_back( + static_cast(op_args->arg_values[i].v_handle)); + } + } + } +} + +std::pair, std::shared_ptr > GraphRuntime::CreateTVMOp( + const TVMOpParam& param, + const std::vector& args, + size_t num_inputs) { + std::shared_ptr arg_ptr = std::make_shared(); + // setup address. + arg_ptr->args = args; + if (param.flatten_data) { + arg_ptr->shape_data.resize(arg_ptr->args.size()); + } + for (size_t i = 0; i < arg_ptr->args.size(); ++i) { + TVMValue v; + DLTensor* t = &arg_ptr->args[i]; + v.v_handle = t; + arg_ptr->arg_values.push_back(v); + arg_ptr->arg_tcodes.push_back(kArrayHandle); + if (param.flatten_data) { + arg_ptr->shape_data[i] = std::accumulate( + t->shape, t->shape + t->ndim, 1, std::multiplies()); + t->ndim = 1; + t->shape = &(arg_ptr->shape_data[i]); + } + } + + if (param.func_name == "__nop") { + return {[](){}, arg_ptr}; + } else if (param.func_name == "__copy") { + // Perform cross device data copy. + // Directly copy data from the input to the output. + auto fexec = [arg_ptr]() { + DLTensor* from = static_cast(arg_ptr->arg_values[0].v_handle); + DLTensor* to = static_cast(arg_ptr->arg_values[1].v_handle); + TVM_CCALL(TVMArrayCopyFromTo(from, to, nullptr)); + }; + return {fexec, arg_ptr}; + } + + // Get compiled function from the module that contains both host and device + // code. + tvm::runtime::PackedFunc pf = module_.GetFunction(param.func_name, false); + CHECK(pf != nullptr) << "no such function in module: " << param.func_name; + + auto fexec = [arg_ptr, pf]() { + TVMRetValue rv; + TVMArgs targs(arg_ptr->arg_values.data(), + arg_ptr->arg_tcodes.data(), + static_cast(arg_ptr->arg_values.size())); + pf.CallPacked(targs, &rv); + }; + return {fexec, arg_ptr}; +} + +PackedFunc GraphRuntime::GetFunction( + const std::string& name, + const ObjectPtr& sptr_to_self) { + // Return member functions during query. + if (name == "set_input") { + return PackedFunc([sptr_to_self, this](TVMArgs args, TVMRetValue* rv) { + if (args[0].type_code() == kStr) { + int in_idx = this->GetInputIndex(args[0]); + if (in_idx >= 0) this->SetInput(in_idx, args[1]); + } else { + this->SetInput(args[0], args[1]); + } + }); + } else if (name == "set_input_zero_copy") { + return PackedFunc([sptr_to_self, this](TVMArgs args, TVMRetValue* rv) { + if (args[0].type_code() == kStr) { + int in_idx = this->GetInputIndex(args[0]); + if (in_idx >= 0) this->SetInputZeroCopy(in_idx, args[1]); + } else { + this->SetInputZeroCopy(args[0], args[1]); + } + }); + } else if (name == "get_output") { + return PackedFunc([sptr_to_self, this](TVMArgs args, TVMRetValue* rv) { + if (args.num_args == 2) { + this->CopyOutputTo(args[0], args[1]); + } else { + *rv = this->GetOutput(args[0]); + } + }); + } else if (name == "get_input") { + return PackedFunc([sptr_to_self, this](TVMArgs args, TVMRetValue* rv) { + int in_idx = 0; + if (args[0].type_code() == kStr) { + in_idx = this->GetInputIndex(args[0]); + } else { + in_idx = args[0]; + } + CHECK_GE(in_idx, 0); + *rv = this->GetInput(in_idx); + }); + } else if (name == "get_num_outputs") { + return PackedFunc([sptr_to_self, this](TVMArgs args, TVMRetValue* rv) { + *rv = this->NumOutputs(); + }); + } else if (name == "run") { + return PackedFunc([sptr_to_self, this](TVMArgs args, TVMRetValue* rv) { + this->Run(); + }); + } else if (name == "load_params") { + return PackedFunc([sptr_to_self, this](TVMArgs args, TVMRetValue* rv) { + this->LoadParams(args[0].operator std::string()); + }); + } else if (name == "share_params") { + return PackedFunc([sptr_to_self, this](TVMArgs args, TVMRetValue* rv) { + const auto& module = args[0].operator Module(); + CHECK_EQ(module.operator->()->type_key(), "GraphRuntime"); + const auto& param_blob = args[1].operator std::string(); + dmlc::MemoryStringStream strm(const_cast(¶m_blob)); + this->ShareParams(dynamic_cast(*module.operator->()), &strm); + }); + } else { + return PackedFunc(); + } +} + +Module GraphRuntimeCreate(const std::string& sym_json, + const tvm::runtime::Module& m, + const std::vector& ctxs) { + auto exec = make_object(); + exec->Init(sym_json, m, ctxs); + return Module(exec); +} + +// Get all context for the host and other runtime devices. +std::vector GetAllContext(const TVMArgs& args) { + // Reserve the first item as the fallback device. + std::vector ret; + TVMContext ctx; + for (int i = 2; i < args.num_args; i += 2) { + int dev_type = args[i]; + ctx.device_type = static_cast(dev_type); + ctx.device_id = args[i + 1]; + ret.push_back(ctx); + } + return ret; +} + +// 4-argument version is currently reserved to keep support of calling +// from tvm4j and javascript, since they don't have heterogeneous +// execution support yet. For heterogenenous execution, at least 5 arguments will +// be passed in. The third one is the number of devices. +// Eventually, we will only probably pass TVMContext for all the languages. +TVM_REGISTER_GLOBAL("tvm.graph_runtime.create") + .set_body([](TVMArgs args, TVMRetValue* rv) { + CHECK_GE(args.num_args, 4) + << "The expected number of arguments for graph_runtime.create is " + "at least 4, but it has " + << args.num_args; + const auto& contexts = GetAllContext(args); + *rv = GraphRuntimeCreate(args[0], args[1], contexts); + }); + +TVM_REGISTER_GLOBAL("tvm.graph_runtime.remote_create") +.set_body([](TVMArgs args, TVMRetValue* rv) { + CHECK_GE(args.num_args, 4) << "The expected number of arguments for " + "graph_runtime.remote_create is " + "at least 4, but it has " + << args.num_args; + void* mhandle = args[1]; + ModuleNode* mnode = ObjectInternal::GetModuleNode(mhandle); + + const auto& contexts = GetAllContext(args); + *rv = GraphRuntimeCreate( + args[0], GetRef(mnode), contexts); + }); +} // namespace runtime +} // namespace tvm diff --git a/src/runtime/stm32/graph_runtime.h b/src/runtime/stm32/graph_runtime.h new file mode 100644 index 000000000000..9780c8acb53f --- /dev/null +++ b/src/runtime/stm32/graph_runtime.h @@ -0,0 +1,443 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \brief Tiny graph runtime that builds a C source code from the graph + * the graph and its parameters. + * \file graph_runtime.h + */ +#ifndef TVM_RUNTIME_STM_GRAPH_RUNTIME_H_ +#define TVM_RUNTIME_STM_GRAPH_RUNTIME_H_ + +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include + +namespace tvm { +namespace runtime { + +/*! \brief macro to do C API call */ +#define TVM_CCALL(func) \ + { \ + int ret = (func); \ + CHECK_EQ(ret, 0) \ + << TVMGetLastError(); \ + } + +/*! \brief Magic number for NDArray list file */ +constexpr uint64_t kTVMNDArrayListMagic = 0xF7E58D4F05049CB7; + +/*! \brief operator attributes about tvm op */ +struct TVMOpParam { + std::string func_name; + uint32_t num_inputs; + uint32_t num_outputs; + uint32_t flatten_data; +}; + +/*! + * \brief Tiny graph runtime. + * + * This runtime can be acccesibly in various language via + * TVM runtime PackedFunc API. + */ +class GraphRuntime : public ModuleNode { + struct OpArgs { + std::vector args; + std::vector arg_values; + std::vector arg_tcodes; + std::vector shape_data; + }; + + public: + /*! + * \brief Get member function to front-end + * \param name The name of the function. + * \param sptr_to_self The pointer to the module node. + * \return The corresponding member function. + */ + virtual PackedFunc GetFunction(const std::string& name, + const ObjectPtr& sptr_to_self); + + /*! + * \return The type key of the executor. + */ + const char* type_key() const final { + return "GraphRuntime"; + } + void Run(); + + /*! + * \brief Initialize the graph executor with graph and context. + * \param graph_json The execution graph. + * \param module The module containing the compiled functions for the host + * processor. + * \param ctxs The context of the host and devices where graph nodes will be + * executed on. + */ + + void Init(const std::string& graph_json, + tvm::runtime::Module module, + const std::vector& ctxs); + + /*! + * \brief Get the input index given the name of input. + * \param name The name of the input. + * \return The index of input. + */ + int GetInputIndex(const std::string& name); + + /*! + * \brief set index-th input to the graph. + * \param index The input index. + * \param data_in The input data. + */ + void SetInput(int index, DLTensor* data_in); + /*! + * \brief set index-th input to the graph without copying the data + * \param index The input index. + * \param data_ref The input data that is referred. + */ + void SetInputZeroCopy(int index, DLTensor* data_ref); + /*! + * \brief Get the number of outputs + * + * \return The number of outputs from graph. + */ + int NumOutputs() const; + /*! + * \brief Return NDArray for given input index. + * \param index The input index. + * + * \return NDArray corresponding to given input node index. + */ + NDArray GetInput(int index) const; + /*! + * \brief Return NDArray for given output index. + * \param index The output index. + * + * \return NDArray corresponding to given output node index. + */ + NDArray GetOutput(int index) const; + /*! + * \brief Copy index-th output to data_out. + * \param index The output index. + * \param data_out the output data. + */ + void CopyOutputTo(int index, DLTensor* data_out); + /*! + * \brief Load parameters from binary stream + * \param strm The input stream. + */ + void LoadParams(dmlc::Stream* strm); + /*! + * \brief Load parameters from parameter blob. + * \param param_blob A binary blob of parameter. + */ + void LoadParams(const std::string& param_blob); + + /*! + * \brief Share parameters from pre-existing GraphRuntime instance. + * \param other A GraphRuntime instance, previously with |LoadParams| called with the + * identical input |param_blob|. + * \param strm The input stream. + */ + void ShareParams(const GraphRuntime& other, dmlc::Stream* strm); + + /*! + * \brief Get total number of nodes. + * \return Total number of nodes. + */ + uint32_t GetNumOfNodes() const { + return static_cast(nodes_.size()); + } + + std::string GetNodeName(uint32_t nid) const { + return nodes_[nid].name; + } + + + protected: + + // Memory pool entry. + struct PoolEntry { + size_t size; + int device_type; + PoolEntry(int s, int dev_type) : size(s), device_type(dev_type) {} + }; + + // + // Node entry + // + struct NodeEntry { + uint32_t node_id; + uint32_t index; + uint32_t version; + // JSON Loader + void Load (dmlc::JSONReader *reader) { + reader->BeginArray(); + CHECK(reader->NextArrayItem()) << "invalid json format"; + reader->Read(&node_id); + CHECK(reader->NextArrayItem()) << "invalid json format"; + reader->Read(&index); + if (reader->NextArrayItem()) { + reader->Read(&version); + CHECK(!reader->NextArrayItem()) << "invalid json format"; + } else { + version = 0; + } + } + }; + + // + // Node + // + struct Node { + // operator type in string + std::string op_type; + // name of the op + std::string name; + // parameters + TVMOpParam param; + // inputs + std::vector inputs; + // control deps + std::vector control_deps; + + // JSON Loader + void LoadAttrs (dmlc::JSONReader *reader, TVMOpParam* param) { + int bitmask = 0; + std::string key, value; + reader->BeginObject(); + while (reader->NextObjectItem(&key)) { + reader->Read(&value); + if (key == "func_name") { + param->func_name = value; + bitmask |= 1; + } else if (key == "num_inputs") { + param->num_inputs = strtoul(value.c_str(), nullptr, 10); + bitmask |= 2; + } else if (key == "num_outputs") { + param->num_outputs = strtoul(value.c_str(), nullptr, 10); + bitmask |= 4; + } else if (key == "flatten_data") { + param->flatten_data = strtoul(value.c_str(), nullptr, 10); + bitmask |= 8; + } + } + CHECK_EQ(bitmask, 1|2|4|8) << "invalid format"; + } + + // JSON Loader + void Load (dmlc::JSONReader *reader) { + reader->BeginObject(); + int bitmask = 0; + std::string key; + while (reader->NextObjectItem(&key)) { + if (key == "op") { + reader->Read(&op_type); + bitmask |= 1; + } else if (key == "name") { + reader->Read(&name); + bitmask |= 2; + } else if (key == "inputs") { + reader->Read(&inputs); + bitmask |= 4; + } else if (key == "attr" || key == "attrs") { + this->LoadAttrs(reader, ¶m); + } else if (key == "control_deps") { + reader->Read(&control_deps); + } else { + LOG(FATAL) << "do not support key " << key; + } + } + CHECK_EQ(bitmask, 1|2|4) << "invalid format"; + } + }; + + // + // GraphAttr + // + struct GraphAttr { + size_t storage_num_not_alloctaed{0}; + std::vector storage_id; + std::vector device_index; + std::vector dltype; + std::vector > shape; + + // The graph attribute fields. + void Load (dmlc::JSONReader *reader) { + reader->BeginObject(); + int bitmask = 0; + std::string key, type; + while (reader->NextObjectItem(&key)) { + if (key == "dltype") { + reader->BeginArray(); + CHECK(reader->NextArrayItem()); + reader->Read(&type); + CHECK_EQ(type, "list_str"); + CHECK(reader->NextArrayItem()); + reader->Read(&dltype); + CHECK(!reader->NextArrayItem()); + bitmask |= 1; + } else if (key == "storage_id") { + reader->BeginArray(); + CHECK(reader->NextArrayItem()); + reader->Read(&type); + CHECK_EQ(type, "list_int"); + CHECK(reader->NextArrayItem()); + reader->Read(&storage_id); + CHECK(!reader->NextArrayItem()); + bitmask |= 2; + } else if (key == "shape") { + reader->BeginArray(); + CHECK(reader->NextArrayItem()); + reader->Read(&type); + CHECK_EQ(type, "list_shape"); + CHECK(reader->NextArrayItem()); + reader->Read(&shape); + CHECK(!reader->NextArrayItem()); + bitmask |= 4; + } else if (key == "device_index") { + reader->BeginArray(); + CHECK(reader->NextArrayItem()); + reader->Read(&type); + CHECK_EQ(type, "list_int"); + CHECK(reader->NextArrayItem()); + reader->Read(&device_index); + CHECK(!reader->NextArrayItem()); + } else { + reader->BeginArray(); + CHECK(reader->NextArrayItem()); + reader->Read(&type); + if (type == "list_int") { + CHECK(reader->NextArrayItem()); + std::vector temp; + reader->Read(&temp); + } else if (type == "size_t") { + CHECK(reader->NextArrayItem()); + size_t temp; + reader->Read(&temp); + } else { + LOG(FATAL) << "cannot skip graph attr " << key; + } + CHECK(!reader->NextArrayItem()); + } + } + CHECK_EQ(bitmask, 1|2|4) << "invalid format"; + } + }; + + // The graph attribute fields. + void Load (dmlc::JSONReader *reader) { + reader->BeginObject(); + int bitmask = 0; + std::string key; + while (reader->NextObjectItem(&key)) { + if (key == "nodes") { + reader->Read(&nodes_); + bitmask |= 1; + } else if (key == "arg_nodes") { + reader->Read(&input_nodes_); + bitmask |= 2; + } else if (key == "node_row_ptr") { + reader->Read(&node_row_ptr_); + bitmask |= 4; + } else if (key == "heads") { + reader->Read(&outputs_); + bitmask |= 8; + } else if (key == "attrs") { + reader->Read(&attrs_); + bitmask |= 16; + } else if (key == "metadata") { + break; + } else { + LOG(FATAL) << "key " << key << " is not supported"; + } + } + CHECK_EQ(bitmask, 1|2|4|8|16) << "invalid format"; + } + + /*! \brief Setup the temporal storage */ + void SetupStorage(); + /*! \brief Setup the executors. */ + void SetupOpExecs(); + /*! + * \brief Create an execution function given input. + * \param attrs The node attributes. + * \param args The arguments to the functor, including inputs and outputs. + * \param num_inputs Number of inputs. + * \return The created executor. + */ + std::pair, std::shared_ptr > CreateTVMOp( + const TVMOpParam& attrs, const std::vector& args, + size_t num_inputs); + // Get node entry index. + uint32_t entry_id(uint32_t nid, uint32_t index) const { + return node_row_ptr_[nid] + index; + } + // Get node entry index. + uint32_t entry_id(const NodeEntry& e) const { + return entry_id(e.node_id, e.index); + } + // Number of node entries. + uint32_t num_node_entries() const { + return node_row_ptr_.back(); + } + /*! \brief The graph nodes. */ + std::vector nodes_; + /*! \brief The argument nodes. */ + std::vector input_nodes_; + /*! \brief Map of input names to input indices. */ + std::unordered_map input_map_; + /*! \brief Used for quick node input DLTensor* lookup given an input eid. */ + std::vector> input_dltensors_; + /*! \brief Used for quick entry indexing. */ + std::vector node_row_ptr_; + /*! \brief Output entries. */ + std::vector outputs_; + /*! \brief Additional graph attributes. */ + GraphAttr attrs_; + /*! \brief The code module that contains both host and device code. */ + tvm::runtime::Module module_; + /*! \brief Execution context of all devices including the host. */ + std::vector ctxs_; + /*! \brief Common storage pool for all devices. */ + std::vector storage_pool_; + /*! \brief Data entry of each node. */ + std::vector data_entry_; + /*! \brief Data alignment of each node. */ + std::vector data_alignment_; + /*! \brief Operator on each node. */ + std::vector > op_execs_; +}; + +std::vector GetAllContext(const TVMArgs& args); +} // namespace runtime +} // namespace tvm + +#endif // TVM_RUNTIME_STM_GRAPH_RUNTIME_H_ diff --git a/src/runtime/stm32/runtime.c b/src/runtime/stm32/runtime.c new file mode 100644 index 000000000000..93121cf7ae05 --- /dev/null +++ b/src/runtime/stm32/runtime.c @@ -0,0 +1,268 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file runtime.c + * \brief A minimal "C" runtime support required by the TVM + * generated C code. Declared in "runtime/c_backend_api.h" + * and "runtime/c_runtime_api.h" + */ + +#include +#include +#include +#include +#include +#include + +#include "tvm/runtime/c_runtime_api.h" + +static char * g_last_error = NULL; + +// ==================================================== +// TVMBackendAllocWorkspace +// ==================================================== +void * +TVMBackendAllocWorkspace ( + int device_type, + int device_id, + uint64_t nbytes, + int dtype_code_hint, + int dtype_bits_hint +) { + + void * ptr = NULL; + assert (nbytes > 0); + +#ifdef __arm__ + //ptr = memalign (64, nbytes); + ptr = malloc (nbytes); +#else //_x86_ + const int ret = posix_memalign (&ptr, 64, nbytes); + assert(ret == 0); +#endif + + return ptr; +} + +// ==================================================== +// TVMBackendFreeWorkspace +// ==================================================== +int +TVMBackendFreeWorkspace (int device_type, int device_id, void* ptr) +{ + free(ptr); + return 0; +} + +// ==================================================== +// TVMAPISetLastError +// ==================================================== +void TVMAPISetLastError (const char * msg) +{ + if (g_last_error) { + free (g_last_error); + } + + g_last_error = malloc (strlen(msg)+1); + strcpy (g_last_error, msg); +} + +// ==================================================== +// TVMGetLastError +// ==================================================== +const char * TVMGetLastError (void) +{ + assert (g_last_error); + return g_last_error; +} + +#if 0 +// ========================================================================= +// _print_indent +// ========================================================================= +static void +_print_indent (int n, FILE * file_p) +{ + int i; + for (int i = 0; i < n; i++) { + fprintf (file_p, " "); + } +} +#endif // 0 + +// ==================================================== +// _dump_val +// ==================================================== +static uint8_t * +_dump_val ( + uint8_t * ptr, + DLDataType * dltype, + FILE * file_p +) +{ + double val; + + if (dltype->bits == 8) { // byte + if (dltype->code == kDLInt) { + val = (double)(*(int8_t*)ptr); + //fprintf (file_p, "%.3g ", val); + } + else if (dltype->code == kDLUInt) { + val = (double)(*(uint8_t*)ptr); + } + ptr += 1; + } + else if (dltype->bits == 16) { // 2-byte + if (dltype->code == kDLInt) { + val = (double)(*(int16_t*)ptr); + //fprintf (file_p, "%.3g ", val); + } + else if (dltype->code == kDLUInt) { + val = (double)(*(uint16_t*)ptr); + //fprintf (file_p, "%.3g ", val); + } + ptr += 2; + } + else if (dltype->bits == 32) { // 4-byte + if (dltype->code == kDLInt) { + val = (double)(*(int32_t*)ptr); + //fprintf (file_p, "%.3g ", val); + } + else if (dltype->code == kDLUInt) { + val = (double)(*(uint32_t*)ptr); + //fprintf (file_p, "%.3g ", val); + } + else if (dltype->code == kDLFloat) { + val = (double)(*(float*)ptr); + //fprintf (file_p, "%.3f ", val); + } + ptr += 4; + } + else if (dltype->bits == 64) { // 8-byte + if (dltype->code == kDLInt) { + val = (double)(*(int64_t*)ptr); + } + else if (dltype->code == kDLUInt) { + val = (double)(*(uint64_t*)ptr); + } + else if (dltype->code == kDLFloat) { + val = (double)(*(double*)ptr); + } + ptr += 8; + } + + fprintf (file_p, "%.3g ", val); + + return ptr; +} + +// ==================================================== +// _dump_dim +// ==================================================== +static uint8_t * +_dump_dim ( + uint8_t * ptr, + DLDataType * dltype, + int idx, + int32_t * curr, + int64_t * shape, + int ndim, + FILE * file_p +) +{ + int i; + + if (idx == ndim-1) { + //for (i = 0; i < ndim-1; i++) { + // fprintf (file_p, "[%d]", curr[i]); + //} + //fprintf (file_p, "[]:\n"); + //_print_indent (idx+1, file_p); + fprintf (file_p, "\t"); + + for (i = 0; i < shape[idx]; i++) { + //fprintf (file_p, "%.3f ", *ptr); + //ptr++; + ptr = _dump_val (ptr, dltype, file_p); + } + fprintf (file_p, "\n"); + } + else { + + if (idx == ndim-2) { + for (i = 0; i < ndim-2; i++) { + fprintf (file_p, "[%ld]", curr[i]); + } + fprintf (file_p, "[][]:\n"); + } + + for (i = 0; i < shape[idx]; i++) { + curr[idx] = i; + ptr = _dump_dim (ptr, dltype, idx+1, curr, shape, ndim, file_p); + } + } + + //fprintf (file_p, "\n"); + + return ptr; +} + +// ==================================================== +// TVMDumpBuffer +// +// Additional debugging facility. +// ==================================================== +void TVMDumpBuffer (const char * name, TVMArrayHandle t, FILE * file_p) +{ + int i; + + int64_t * shape = t->shape; + + int32_t curr[t->ndim]; + //for (i = 0; i < t->ndim; i++) { + // curr[i] = 0; + //} + + fprintf (file_p, "---------------------------------------\n"); + fprintf (file_p, " %s: shape=(", name); + for (i = 0; i < t->ndim; i++) { + if (i < t->ndim-1) { + fprintf (file_p, "%ld, ", (int32_t)shape[i]); + } + else { + fprintf (file_p, "%ld", (int32_t)shape[i]); + } + } + fprintf (file_p, ")\n"); + fprintf (file_p, "---------------------------------------\n"); + + + //float * data_p = (float*)t->data; + uint8_t * data_p = (uint8_t*)t->data; + + // + // Recursively print one level at a time + // + + //fprintf (file_p, "dim %d: \n", 0); + data_p = _dump_dim (data_p, &t->dtype, 0, curr, shape, t->ndim, file_p); + + return; +} diff --git a/src/runtime/stm32/stm32lib.h b/src/runtime/stm32/stm32lib.h new file mode 100644 index 000000000000..66ca55d8e6c5 --- /dev/null +++ b/src/runtime/stm32/stm32lib.h @@ -0,0 +1,202 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +/*! + * \file stm32lib.h + * \brief Support for the TVM code generation for STM32 ARM targets. + */ + +#ifndef _NETWORK_IMPL_included_ +#define _NETWORK_IMPL_included_ + +#include + +#ifdef __arm__ +#include "cmsis_compiler.h" +#endif + +// ========================================================= +// conv2d_nhwc_int8_smlad_reset_ +// ========================================================= +__attribute__((always_inline)) inline static int32_t +conv2d_nhwc_int8_smlad_reset_ ( + int32_t * conv +) +{ + *conv = 0; + return 0; +} + +// ========================================================= +// conv2d_nhwc_int8_smlad_update_ +// ========================================================= +__attribute__((always_inline)) inline static int32_t +conv2d_nhwc_int8_smlad_update_ ( + int8_t * input, + int8_t * weights, + int32_t * conv, + int16_t omaps, + int16_t channels +) +{ + // te.sum((a[k]*b[k,i]).astype('int32'), axis=k + +#ifdef __arm__ + // + // Load and extend int8x2 => int16x2 + // + int32_t in = *(int32_t*)input; // TODO: fix it !! + // + // Pack 2 kernel values + // + int8_t ker0 = *(weights+0*channels); + int8_t ker1 = *(weights+1*channels); + int32_t ker = ((ker1<<16)&0x00FF)|(ker0&0x00FF); + + *(conv) = __SMLAD (in, ker, *(conv)); +#else + int8_t in0 = *(input+0); + int8_t ker0 = *(weights+0*channels); + int8_t in1 = *(input+1); + int8_t ker1 = *(weights+1*channels); + *(conv) = *(conv) + in0*ker0 + in1*ker1; +#endif + + return 0; +} + +#if 0 +// ========================================================= +// conv2d_nhwc_int16_smlad_reset_ +// ========================================================= +__attribute__((always_inline)) inline static int32_t +conv2d_nhwc_int16_smlad_reset_ ( + int32_t * conv +) +{ + *conv = 0; + return 0; +} + +// ========================================================= +// conv2d_nhwc_int16_smlad_update_ +// ========================================================= +__attribute__((always_inline)) inline static int32_t +conv2d_nhwc_int16_smlad_update_ ( + int16_t * input, + int16_t * weights, + int32_t * conv, + int16_t channels +) +{ + // te.sum((a[k]*b[k,i]).astype('int32'), axis=k + + // + // Load int16x2 + // +#ifdef __arm__ + + int32_t in = *(int32_t*)input; + + int16_t ker0 = *(weights+0*channels); + int16_t ker1 = *(weights+1*channels); + // + // Pack 2 kernel values + // + int32_t ker = (ker1<<16)|(ker0&0xFFFF); + + *conv = __SMLAD (in, ker, *conv); + +#else + + int16_t in0 = *(input+0); + int16_t in1 = *(input+1); + + int16_t ker0 = *(weights+0*channels); + int16_t ker1 = *(weights+1*channels); + + *conv = *conv + in0*ker0 + in1*ker1; + +#endif + + return 0; +} +#endif // 0 + +// ========================================================= +// conv2d_NCHWc_int16_smlad_reset_ +// ========================================================= +__attribute__((always_inline)) inline static int32_t +conv2d_NCHWc_int16_smlad_reset_ ( + int32_t * conv +) +{ + *conv = 0; + return 0; +} + +// ========================================================= +// conv2d_NCHWc_int16_smlad_update_ +// ========================================================= +__attribute__((always_inline)) inline static int32_t +conv2d_NCHWc_int16_smlad_update_ ( + int16_t * input, + int16_t * weights, + int32_t * conv, + int16_t channels +) +{ + // + // Load input: int16x2 + // +#ifdef __arm__ + + int32_t in = *(int32_t*)input; + + // + // Load weights: + // + int16_t ker0 = *(weights+0*channels); + int16_t ker1 = *(weights+1*channels); + // + // Pack 2 kernel values + // + int32_t ker = (ker1<<16)|(ker0&0xFFFF); + + *conv = __SMLAD (in, ker, *conv); + +#else + + int16_t in0 = *(input+0); + int16_t in1 = *(input+1); + + // + // Load weights: + // + int16_t ker0 = *(weights+0*channels); + int16_t ker1 = *(weights+1*channels); + + *conv = *conv + in0*ker0 + in1*ker1; + +#endif + + return 0; +} + +#endif // _NETWORK_IMPL_included_ From b6b67c3e07f6c687838e65e840330b336789e133 Mon Sep 17 00:00:00 2001 From: Arthur STOUTCHININ Date: Thu, 25 Mar 2021 14:20:48 +0100 Subject: [PATCH 02/40] Removed a useless file. --- apps/stm32/h747idisco/Inc/constants_ai.h.bk | 61 --------------------- 1 file changed, 61 deletions(-) delete mode 100644 apps/stm32/h747idisco/Inc/constants_ai.h.bk diff --git a/apps/stm32/h747idisco/Inc/constants_ai.h.bk b/apps/stm32/h747idisco/Inc/constants_ai.h.bk deleted file mode 100644 index 153a0e20bc6c..000000000000 --- a/apps/stm32/h747idisco/Inc/constants_ai.h.bk +++ /dev/null @@ -1,61 +0,0 @@ - -/* Define to prevent recursive inclusion -------------------------------------*/ -#ifndef __CONSTANTS_H -#define __CONSTANTS_H -#ifdef __cplusplus - extern "C" { -#endif -/** - ****************************************************************************** - * @file : constants.h - * @brief : AI constants definitions - ****************************************************************************** - * This notice applies to any and all portions of this file - * that are not between comment pairs USER CODE BEGIN and - * USER CODE END. Other portions of this file, whether - * inserted by the user or by software development tools - * are owned by their respective copyright owners. - * - * Copyright (c) 2018 STMicroelectronics International N.V. - * All rights reserved. - * - * Redistribution and use in source and binary forms, with or without - * modification, are permitted, provided that the following conditions are met: - * - * 1. Redistribution of source code must retain the above copyright notice, - * this list of conditions and the following disclaimer. - * 2. Redistributions in binary form must reproduce the above copyright notice, - * this list of conditions and the following disclaimer in the documentation - * and/or other materials provided with the distribution. - * 3. Neither the name of STMicroelectronics nor the names of other - * contributors to this software may be used to endorse or promote products - * derived from this software without specific written permission. - * 4. This software, including modifications and/or derivative works of this - * software, must execute solely and exclusively on microcontroller or - * microprocessor devices manufactured by or for STMicroelectronics. - * 5. Redistribution and use of this software other than as permitted under - * this license is void and will automatically terminate your rights under - * this license. - * - * THIS SOFTWARE IS PROVIDED BY STMICROELECTRONICS AND CONTRIBUTORS "AS IS" - * AND ANY EXPRESS, IMPLIED OR STATUTORY WARRANTIES, INCLUDING, BUT NOT - * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY, FITNESS FOR A - * PARTICULAR PURPOSE AND NON-INFRINGEMENT OF THIRD PARTY INTELLECTUAL PROPERTY - * RIGHTS ARE DISCLAIMED TO THE FULLEST EXTENT PERMITTED BY LAW. IN NO EVENT - * SHALL STMICROELECTRONICS OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, - * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT - * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, - * OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF - * LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING - * NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, - * EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. - * - ****************************************************************************** - */ -/* Constants definitions ------------------------------------------------------------------*/ - -#ifdef __cplusplus -} -#endif - -#endif /*__constants_ai_h_H */ From a5e11ebca38565805dc06d89d1ec905d1f7f6ea5 Mon Sep 17 00:00:00 2001 From: Arthur STOUTCHININ Date: Mon, 12 Apr 2021 18:09:43 +0200 Subject: [PATCH 03/40] STM32: Use Model Library Format in demo. Added test. --- apps/stm32/h747idisco/makefile.base | 6 + apps/stm32/scripts/compile.py | 23 +- python/tvm/contrib/stm32/emitter.py | 230 +++++++++--- src/runtime/stm32/ai_runtime_api.h | 2 +- src/runtime/stm32/runtime.c | 174 --------- tests/micro/stm32/00.png | Bin 0 -> 338 bytes tests/micro/stm32/01.png | Bin 0 -> 286 bytes tests/micro/stm32/02.png | Bin 0 -> 410 bytes tests/micro/stm32/03.png | Bin 0 -> 359 bytes tests/micro/stm32/04.png | Bin 0 -> 331 bytes tests/micro/stm32/05.png | Bin 0 -> 354 bytes tests/micro/stm32/06.png | Bin 0 -> 340 bytes tests/micro/stm32/07.png | Bin 0 -> 317 bytes tests/micro/stm32/08.png | Bin 0 -> 384 bytes tests/micro/stm32/09.png | Bin 0 -> 341 bytes tests/micro/stm32/Makefile | 62 ++++ tests/micro/stm32/main.c | 465 +++++++++++++++++++++++++ tests/micro/stm32/mnist.tflite | Bin 0 -> 13100612 bytes tests/micro/stm32/test_code_emitter.py | 358 +++++++++++++++++++ 19 files changed, 1095 insertions(+), 225 deletions(-) create mode 100644 tests/micro/stm32/00.png create mode 100644 tests/micro/stm32/01.png create mode 100644 tests/micro/stm32/02.png create mode 100644 tests/micro/stm32/03.png create mode 100644 tests/micro/stm32/04.png create mode 100644 tests/micro/stm32/05.png create mode 100644 tests/micro/stm32/06.png create mode 100644 tests/micro/stm32/07.png create mode 100644 tests/micro/stm32/08.png create mode 100644 tests/micro/stm32/09.png create mode 100644 tests/micro/stm32/Makefile create mode 100644 tests/micro/stm32/main.c create mode 100644 tests/micro/stm32/mnist.tflite create mode 100644 tests/micro/stm32/test_code_emitter.py diff --git a/apps/stm32/h747idisco/makefile.base b/apps/stm32/h747idisco/makefile.base index 3aec530f504f..cd97796dbc4b 100644 --- a/apps/stm32/h747idisco/makefile.base +++ b/apps/stm32/h747idisco/makefile.base @@ -64,12 +64,15 @@ endif # MODEL_PATH_NO_SLASH = $(realpath -s ${MODEL_PATH}) C_SOURCES := $(wildcard ${MODEL_PATH_NO_SLASH}/*.c) +#C_SOURCES := $(wildcard ${MODEL_PATH_NO_SLASH}/codegen/host/src/*.c) # # TVM sources # C_SOURCES += $(TVM_PATH)/src/runtime/stm32/runtime.c +#C_SOURCES += $(MODEL_PATH)/runtime-config/aot/src/runtime.c C_SOURCES += $(TVM_PATH)/src/runtime/stm32/ai_runtime_api.c +#C_SOURCES += $(MODEL_PATH)/runtime-config/aot/src/ai_runtime_api.c # # Application C sources @@ -212,7 +215,10 @@ C_INCLUDES += -I$(TVM_PATH)/include \ -I$(TVM_PATH)/include/tvm/runtime \ -I$(TVM_PATH)/src/runtime/stm32 +#C_INCLUDES += -I$(MODEL_PATH)/runtime-config/aot/include + C_INCLUDES += -I$(MODEL_PATH) +#C_INCLUDES += -I$(MODEL_PATH)/codegen/host/src # C includes diff --git a/apps/stm32/scripts/compile.py b/apps/stm32/scripts/compile.py index 6184bc6058a7..8ce71ef97384 100755 --- a/apps/stm32/scripts/compile.py +++ b/apps/stm32/scripts/compile.py @@ -22,6 +22,7 @@ import os import sys import argparse +import tarfile # # Disable GPU usage information: @@ -158,9 +159,9 @@ def extract_tflite_quantization (model): # ================================================================== # fix_model_name # ================================================================== -def fix_model_name (name): - fixed_name = re.sub('[^0-9a-zA-Z_]+', '_', name) - return fixed_name.lower() +#def fix_model_name (name): +# fixed_name = re.sub('[^0-9a-zA-Z_]+', '_', name) +# return fixed_name.lower() # ================================================================== # __main__ @@ -178,7 +179,6 @@ def fix_model_name (name): args = parser.parse_args() model_path = args.model - target_dir = args.target_dir # @@ -194,7 +194,7 @@ def fix_model_name (name): else: model_name = args.name - model_name = fix_model_name(model_name) + #model_name = fix_model_name(model_name) if not target_dir: target_dir = model_file_ext[0]+'_gen' @@ -223,7 +223,14 @@ def fix_model_name (name): target=target, params=params ) + # + # Export model library format + # + mlf_tar_path = model_name+"_lib.tar" + import tvm.micro as micro + micro.export_model_library_format(rt_module, mlf_tar_path) + # # Instantiate the STM32 code emitter. # May take 3 optional arguments: @@ -250,9 +257,11 @@ def fix_model_name (name): print ("== Quantization: {}".format(quantization)) # - # Initialize the emiiter + # Initialize the emiiter: use the LibraryModuleFormat # - emitter.parse_module (rt_module, quantization) + #emitter.parse_module (rt_module, quantization) + emitter.parse_library_format (mlf_tar_path, quantization) + # # Emit the C code # diff --git a/python/tvm/contrib/stm32/emitter.py b/python/tvm/contrib/stm32/emitter.py index 86ed36a624c7..1150e6556cfe 100644 --- a/python/tvm/contrib/stm32/emitter.py +++ b/python/tvm/contrib/stm32/emitter.py @@ -19,6 +19,11 @@ import os import sys +import shutil +import tarfile +import re + +from distutils.dir_util import copy_tree import numpy as np @@ -26,7 +31,10 @@ from string import Template +import tvm import tvm.relay as relay +from tvm.contrib import utils +from tvm.relay.backend import graph_runtime_factory import logging @@ -148,6 +156,24 @@ def _get_tensor_size (dims, dltype): size = _get_tensor_elts (dims) return size * _get_type_size(dltype) +# ================================================================== +# _preprocess_code +# ================================================================== +def _preprocess_code (src): + """ Hack the C code implementing the model. """ + + dst = "#include \n" \ + "#include \n" \ + "#include \"stm32lib.h\"\n\n""" + for line in src.splitlines(): + # + # This is sort of hacking - when AoT is available, we will be + # able to clean this ... + # + dst = dst + line + "\n" + + return dst + # ========================================================== # CodeEmitter # ========================================================== @@ -384,6 +410,7 @@ def __compute_data_placement (self): offset = 0 for key in self.params_: + #for key,data in self.params_.items(): # # First, find the node in graph # @@ -574,48 +601,36 @@ def __compute_data_placement (self): # ========================================================== - # parse_module + # _parse_model # ========================================================== - def parse_module (self, module, quantization=None): + def _parse_model (self, quantization=None): """Parse the module. Build internal data structures. Parameters ---------- - module : TVM module + module : TVM module or ModuleLibraryFormat object The module to parse quantization: Dictionary The quantization information for model inputs/outputs. """ - self.graph_ = module.get_json() - self.params_ = module.get_params() - self.lib_ = module.get_lib() - - if not isinstance(self.graph_, (str,)): - try: - self.graph = self.graph._tvm_graph_json() - except AttributeError: - raise ValueError("Type %s is not supported" % type(self.graph)) - - graph_dict = json.loads(self.graph_) - - for key in graph_dict: + for key in self.graph_: if key == 'nodes': - self.nodes_ = graph_dict['nodes'] + self.nodes_ = self.graph_['nodes'] #print (" -- nodes: {}".format(graph_dict['nodes'])) self.__json_parse_nodes (self.nodes_) elif key == 'arg_nodes': - self.arg_nodes_ = graph_dict['arg_nodes'] + self.arg_nodes_ = self.graph_['arg_nodes'] #print (" -- inputs: {}".format(arg_nodes_)) elif key == 'node_row_ptr': - self.node_row_ptr_ = graph_dict['node_row_ptr'] + self.node_row_ptr_ = self.graph_['node_row_ptr'] #print (" -- node_row_ptr: {}".format(graph_dict['node_row_ptr'])) elif key == 'heads': - self.outputs_ = graph_dict['heads'] + self.outputs_ = self.graph_['heads'] #print (" -- outputs: {}".format(outputs_)) elif key == 'attrs': - self.attrs_ = graph_dict['attrs'] + self.attrs_ = self.graph_['attrs'] #print (" -- attrs: {}".format(attrs_)) elif key == 'metadata': #print (" -- meta: {}".format(graph_dict['metadata'])) @@ -635,6 +650,91 @@ def parse_module (self, module, quantization=None): if quantization != None: self.__extract_quantization_info (quantization) + # ========================================================== + # parse_library_format + # ========================================================== + #def parse_library_format (self, graph_dict, src_files, params_dict, quantization=None): + def parse_library_format (self, model_library_format_path, quantization=None): + """Parse the module. Build internal data structures. + + Parameters + ---------- + model_library_format_path : + The module to parse + + quantization: Dictionary + The quantization information for model inputs/outputs. + """ + + temp_dir = utils.tempdir() + extract_path = temp_dir.relpath("extract") + os.mkdir(extract_path) + with tarfile.TarFile(model_library_format_path) as tf: + tf.extractall(extract_path) + + # + # Extract informations from the Model Library Format + # + graph_file = os.path.join(extract_path, 'runtime-config', 'graph', 'graph.json') + with open(graph_file, 'r') as f: + # returns JSON object as a dictionary + graph_dict = json.load(f) + + params_dict = {} + param_file = os.path.join(extract_path, 'parameters', 'default.params') + with open(param_file, 'rb') as f: + params = tvm.runtime.load_param_dict(f.read()) + # + # Map -> Python Dict + # + for (k, v) in params.items(): + params_dict[k] = v + + src_dir = os.path.join(extract_path, 'codegen', 'host', 'src') + # List of strings from Model Library Format C files + src_files = [] + for filename in os.listdir(src_dir): + with open(os.path.join(src_dir, filename), 'r') as fin: + src = fin.read() + src_files.append(src) + #for filename in os.listdir(src_dir): + # if filename.endswith(".c"): + # src_files.append(os.path.join(src_dir, filename)) + + self.graph_ = graph_dict + self.params_ = params_dict + self.lib_ = src_files + + self._parse_model (quantization) + + # ========================================================== + # parse_module + # ========================================================== + def parse_module (self, module, quantization=None): + """Parse the module. Build internal data structures. + + Parameters + ---------- + module : TVM module + The module to parse + + quantization: Dictionary + The quantization information for model inputs/outputs. + """ + + graph = module.get_json() + if not isinstance(graph, (str,)): + try: + graph = graph._tvm_graph_json() + except AttributeError: + raise ValueError("Type %s is not supported" % type(graph)) + + self.graph_ = json.loads(graph) + self.params_ = module.get_params() + self.lib_ = module.get_lib() + + self._parse_model (quantization) + # ========================================================== # __emit_params_data # ========================================================== @@ -675,6 +775,7 @@ def __emit_params_data (self, name, out_h, out_c): offset = 0 for key in self.params_: + #for (key, data) in self.params_.items(): data = self.params_[key] # ND Array npdata = data.asnumpy() blob = npdata.tobytes() @@ -747,7 +848,7 @@ def __emit_open (self, name, out_h, out_c): out_c.write (f'\n') out_c.write (f'#include \"dlpack/dlpack.h\" \n') - out_c.write (f'#include \"c_runtime_api.h\" \n') + out_c.write (f'#include \"tvm/runtime/c_runtime_api.h\" \n') out_c.write (f'#include \"{name}.h\" \n') out_c.write (f'#include \"{name}_data.h\" \n') out_c.write (f'\n') @@ -1378,43 +1479,86 @@ def __emit_create_destroy (self, name, out_h, out_c): def emit_code (self, dest_dir, model_name): """ Emit the C code implementing the model. """ - if not os.path.exists (dest_dir): - os.makedirs (dest_dir) - - prefix = dest_dir+'/'+model_name - # - # Write the C code: + # Build the directory structure # - src = "#include \n" \ - "#include \n" \ - "#include \"stm32lib.h\"\n\n" - for m in self.lib_.imported_modules: - src = src + m.get_source(fmt="c") + if os.path.exists (dest_dir): + print(f'Removing existing \"{dest_dir}\" directory') + try: + shutil.rmtree(dest_dir) + except OSError as e: + print(f'emit_code.Error: {dest_dir} : {e.strerror}') + sys.exit(-1) - with open (prefix+'_lib.c', "w") as f: - f.write(src) + # Make a new one + os.mkdir(dest_dir) + + # + # Fix the model name + # + model_name = re.sub('[^0-9a-zA-Z_]+', '_', model_name) + model_name = model_name.lower() + + # + # Write the C code: we can parse the string + # + if isinstance (self.lib_, list): + # List of strings from Model Library Format C files + for idx, src in enumerate(self.lib_): + code = _preprocess_code(src) + filename = os.path.join(dest_dir, f'{model_name}_lib{idx}.c') + with open (filename, "w") as fout: + fout.write(code) + # List of C files from Module Format + #for idx, filename in enumerate(self.lib_): + # with open(filename, 'r') as fin: + # src = fin.read() + # code = _preprocess_code(src) + # filename = os.path.join(dest_dir, f'{model_name}_lib{idx}.c') + # with open (filename, "w") as fout: + # fout.write(code) + else: + # a TVM RuntimeGraphFactory + #src = src + self.lib_.get_source(fmt="c") + #for m in self.lib_.imported_modules: + # src = src + m.get_source(fmt="c") + src = self.lib_.get_source(fmt="c") + code = _preprocess_code(src) + #code = header+src + filename = os.path.join(dest_dir, f'{model_name}_lib.c') + with open (filename, "w") as fout: + fout.write(code) # # Save params as bynary data # - saved_params = relay.save_param_dict(self.params_) - with open (prefix+'_params.dat', 'wb') as f: + saved_params = tvm.runtime.save_param_dict(self.params_) + params_name = os.path.join(dest_dir, model_name+'.params') + with open (params_name, 'wb') as f: f.write(saved_params) + #f.write(self.params_) # # Write the .json # - with open (prefix+'_graph.json', 'w') as f: - f.write(self.graph_) + graph_name = os.path.join(dest_dir, model_name+'.json') + with open (graph_name, 'w') as f: + #f.write(self.graph_) + json.dump(self.graph_, f) # # emit X_data[c,h] # - data_h = open('{}_data.h'.format(prefix), 'w') - data_c = open('{}_data.c'.format(prefix), 'w') - out_h = open('{}.h'.format(prefix), 'w') - out_c = open('{}.c'.format(prefix), 'w') + + data_h_name = os.path.join(dest_dir, model_name+'_data.h') + data_c_name = os.path.join(dest_dir, model_name+'_data.c') + model_h_name = os.path.join(dest_dir, model_name+'.h') + model_c_name = os.path.join(dest_dir, model_name+'.c') + + data_h = open(data_h_name, 'w') + data_c = open(data_c_name, 'w') + out_h = open(model_h_name, 'w') + out_c = open(model_c_name, 'w') # # emit X[c,h] diff --git a/src/runtime/stm32/ai_runtime_api.h b/src/runtime/stm32/ai_runtime_api.h index ca758e4ebd39..94e81e6fb153 100644 --- a/src/runtime/stm32/ai_runtime_api.h +++ b/src/runtime/stm32/ai_runtime_api.h @@ -27,7 +27,7 @@ #include "dlpack/dlpack.h" // From TVM -#include "c_runtime_api.h" // From TVM +#include "tvm/runtime/c_runtime_api.h" // From TVM #include "ai_platform.h" diff --git a/src/runtime/stm32/runtime.c b/src/runtime/stm32/runtime.c index 93121cf7ae05..415691af8328 100644 --- a/src/runtime/stm32/runtime.c +++ b/src/runtime/stm32/runtime.c @@ -92,177 +92,3 @@ const char * TVMGetLastError (void) assert (g_last_error); return g_last_error; } - -#if 0 -// ========================================================================= -// _print_indent -// ========================================================================= -static void -_print_indent (int n, FILE * file_p) -{ - int i; - for (int i = 0; i < n; i++) { - fprintf (file_p, " "); - } -} -#endif // 0 - -// ==================================================== -// _dump_val -// ==================================================== -static uint8_t * -_dump_val ( - uint8_t * ptr, - DLDataType * dltype, - FILE * file_p -) -{ - double val; - - if (dltype->bits == 8) { // byte - if (dltype->code == kDLInt) { - val = (double)(*(int8_t*)ptr); - //fprintf (file_p, "%.3g ", val); - } - else if (dltype->code == kDLUInt) { - val = (double)(*(uint8_t*)ptr); - } - ptr += 1; - } - else if (dltype->bits == 16) { // 2-byte - if (dltype->code == kDLInt) { - val = (double)(*(int16_t*)ptr); - //fprintf (file_p, "%.3g ", val); - } - else if (dltype->code == kDLUInt) { - val = (double)(*(uint16_t*)ptr); - //fprintf (file_p, "%.3g ", val); - } - ptr += 2; - } - else if (dltype->bits == 32) { // 4-byte - if (dltype->code == kDLInt) { - val = (double)(*(int32_t*)ptr); - //fprintf (file_p, "%.3g ", val); - } - else if (dltype->code == kDLUInt) { - val = (double)(*(uint32_t*)ptr); - //fprintf (file_p, "%.3g ", val); - } - else if (dltype->code == kDLFloat) { - val = (double)(*(float*)ptr); - //fprintf (file_p, "%.3f ", val); - } - ptr += 4; - } - else if (dltype->bits == 64) { // 8-byte - if (dltype->code == kDLInt) { - val = (double)(*(int64_t*)ptr); - } - else if (dltype->code == kDLUInt) { - val = (double)(*(uint64_t*)ptr); - } - else if (dltype->code == kDLFloat) { - val = (double)(*(double*)ptr); - } - ptr += 8; - } - - fprintf (file_p, "%.3g ", val); - - return ptr; -} - -// ==================================================== -// _dump_dim -// ==================================================== -static uint8_t * -_dump_dim ( - uint8_t * ptr, - DLDataType * dltype, - int idx, - int32_t * curr, - int64_t * shape, - int ndim, - FILE * file_p -) -{ - int i; - - if (idx == ndim-1) { - //for (i = 0; i < ndim-1; i++) { - // fprintf (file_p, "[%d]", curr[i]); - //} - //fprintf (file_p, "[]:\n"); - //_print_indent (idx+1, file_p); - fprintf (file_p, "\t"); - - for (i = 0; i < shape[idx]; i++) { - //fprintf (file_p, "%.3f ", *ptr); - //ptr++; - ptr = _dump_val (ptr, dltype, file_p); - } - fprintf (file_p, "\n"); - } - else { - - if (idx == ndim-2) { - for (i = 0; i < ndim-2; i++) { - fprintf (file_p, "[%ld]", curr[i]); - } - fprintf (file_p, "[][]:\n"); - } - - for (i = 0; i < shape[idx]; i++) { - curr[idx] = i; - ptr = _dump_dim (ptr, dltype, idx+1, curr, shape, ndim, file_p); - } - } - - //fprintf (file_p, "\n"); - - return ptr; -} - -// ==================================================== -// TVMDumpBuffer -// -// Additional debugging facility. -// ==================================================== -void TVMDumpBuffer (const char * name, TVMArrayHandle t, FILE * file_p) -{ - int i; - - int64_t * shape = t->shape; - - int32_t curr[t->ndim]; - //for (i = 0; i < t->ndim; i++) { - // curr[i] = 0; - //} - - fprintf (file_p, "---------------------------------------\n"); - fprintf (file_p, " %s: shape=(", name); - for (i = 0; i < t->ndim; i++) { - if (i < t->ndim-1) { - fprintf (file_p, "%ld, ", (int32_t)shape[i]); - } - else { - 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a/tests/micro/stm32/Makefile b/tests/micro/stm32/Makefile new file mode 100644 index 000000000000..ca10d72bb852 --- /dev/null +++ b/tests/micro/stm32/Makefile @@ -0,0 +1,62 @@ + +ifndef MODEL_PATH +$(error MODEL_PATH must be set and point at your model implementation) +endif + +# +# Top-level TVM directory +# +TVM_PATH = $(shell pwd)/../../.. + +RUNTIME_PATH = $(TVM_PATH)/src/runtime/stm32 + +# +# Model sources +# +C_SOURCES := $(wildcard ${MODEL_PATH}/*.c) + +# +# TVM sources +# +C_SOURCES += $(RUNTIME_PATH)/runtime.c +C_SOURCES += $(RUNTIME_PATH)/ai_runtime_api.c + +# +# Application sources +# +C_SOURCES += main.c + +vpath %.c $(sort $(dir $(C_SOURCES))) + +# +# Build +# + +BUILD_DIR = $(MODEL_PATH) + +TARGET = network.exe + +OBJECTS = $(addprefix $(BUILD_DIR)/,$(notdir $(C_SOURCES:.c=.o))) + +CXX = gcc -m32 -g + +DEFINES = +INCLUDES = -I$(TVM_PATH)/3rdparty/dlpack/include -I$(TVM_PATH)/include -I$(TVM_PATH)/src/runtime/stm32 + +CFLAGS = $(DEFINES) $(INCLUDES) +LDFLAGS = -lm + +all: $(BUILD_DIR)/$(TARGET) + +$(BUILD_DIR)/$(TARGET): $(OBJECTS) + $(CXX) $(CFLAGS) -o $@ $^ $(LDFLAGS) + +$(BUILD_DIR)/main.o: main.c + $(CXX) $(CFLAGS) -I$(MODEL_PATH) -c $< -o $@ + +$(BUILD_DIR)/%.o: %.c + $(CXX) $(CFLAGS) -c $< -o $@ + +clean: + rm $(BUILD_DIR)/*.o + rm $(BUILD_DIR)/$(TARGET) diff --git a/tests/micro/stm32/main.c b/tests/micro/stm32/main.c new file mode 100644 index 000000000000..05489df9fc03 --- /dev/null +++ b/tests/micro/stm32/main.c @@ -0,0 +1,465 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +#include +#include +#include +#include +#include +#include +#include + +#include "ai_runtime_api.h" + +#include "network.h" +#include "network_data.h" + +// +// Network that we are testing +// +extern ai_model_info network_network; + +// +// Dummy: for the runtime +// +uint32_t __models_section_start__ = (uint32_t)&network_network; +uint32_t __models_section_end__ = (uint32_t)&network_network+sizeof(ai_model_info); + +static ai_model_info * _model_p = &network_network; + +// +// Global handle to reference the instantiated NN +// +static ai_handle _network = AI_HANDLE_NULL; + +static uint8_t LoadInputImg (const char * filename, ai_quantization_info * quant, ai_ptr data); +static uint8_t quantize_val (float val, ai_quantization_info * quant); +static uint8_t dequantize_val (uint8_t val, ai_quantization_info * quant); + +// ================================================================= +// Convert_Fixed_To_Float +// ================================================================= +static float Convert_Fixed_To_Float (uint8_t data, int8_t fl) +{ + uint8_t val = data; + float x; + if (fl >= 0) { + x = ((float)val)/(float)(1<>fl); + } + return x; +} + +// ======================================================= +// error +// ======================================================= +static void error (const char * fmt, ...) +{ + va_list vp; + char emsg[512]; + int32_t loc = 0; + + // + // Prepare main error message: + // + va_start (vp, fmt); + loc += vsprintf (&emsg[loc], fmt, vp); + va_end (vp); + + //fputs (emsg, stderr); + //fflush (stderr); + + fprintf (stderr, " #### Error: %s.\n", emsg); + + exit(-1); +} + +// ================================================== +// aiLogErr +// ================================================== +static void aiLogErr ( + const char * fct, + const char * msg +) +{ + if (fct) { + printf ("E: AI error: %s - %s\r\n", fct, msg); + } + else { + printf("E: AI error - %s\r\n", msg); + } +} + +// ================================================== +// aiPrintLayoutBuffer +// ================================================== +static void aiPrintLayoutBuffer ( + const char *msg, + int idx, + ai_tensor * tensor +) +{ + DLTensor * dltensor = &tensor->dltensor; + DLDataType dtype = dltensor->dtype; + + printf("%s[%d] ", msg, idx); + printf(" (%u, %u, %u)", dtype.code, dtype.bits, dtype.lanes); + // + // Quantization info exists for input/output tensors + // + if (tensor->quant != NULL) { + printf(" -- TODO: quantization info \n"); + } + + int32_t size = get_tensor_size (tensor); + printf(" %d bytes, shape=(", size); + for (int i = 0; i < dltensor->ndim; ++i) { + printf("%d,", (int32_t)dltensor->shape[i]); + } + printf("), address = 0x%08x\r\n", (unsigned int)dltensor->data); +} + +// ================================================== +// aiPrintNetworkInfo +// ================================================== +static void aiPrintNetworkInfo ( + ai_model_info * nn +) +{ + const char * name = nn->name; + const char * datetime = nn->datetime; + const char * revision = nn->revision; + const char * tool_version = nn->tool_version; + + uint32_t n_nodes = nn->n_nodes; + uint32_t n_inputs = nn->n_inputs; + uint32_t n_outputs = nn->n_outputs; + + uint32_t activations_size = nn->activations_size; + uint32_t params_size = nn->params_size; + + printf("Network configuration...\r\n"); + printf(" Model name : %s\r\n", name); + printf(" Compile datetime : %s\r\n", datetime); + //printf(" Runtime revision : %d.%d.%d\r\n", + // report->runtime_version.major, + // report->runtime_version.minor, + // report->runtime_version.micro); + printf(" Tool revision : %s (%s)\r\n", revision, tool_version); + printf("Network info...\r\n"); + printf(" nodes : %d\r\n", n_nodes); + printf(" activation : %d bytes\r\n", activations_size); + printf(" params : %d bytes\r\n", params_size); + printf(" inputs/outputs : %u/%u\r\n", n_inputs, n_outputs); +} + +// ====================================================== +// aiInit +// ====================================================== +static int aiInit (void) +{ + ai_status err = AI_STATUS_OK; + + const char * nn_name = AI_MODEL_name(_model_p); + uint32_t n_inputs = AI_MODEL_n_inputs(_model_p); + uint32_t n_outputs = AI_MODEL_n_outputs(_model_p); + uint32_t activations_size = AI_MODEL_activations_size(_model_p); + uint32_t params_size = AI_MODEL_params_size(_model_p); + ai_ptr built_in_activations = AI_MODEL_activations(_model_p); + + // + // Creating the network + // + printf ("Creating the network \"%s\"..\r\n", nn_name); + + err = ai_create(_model_p, built_in_activations, &_network); + if (err != AI_STATUS_OK) { + const char * msg = ai_get_error (_network); + aiLogErr("ai_create", msg); + return -1; + } + + // + // Query the created network to get relevant info from it + // + aiPrintNetworkInfo(_model_p); + + const ai_ptr params = ai_get_params (_network); + ai_ptr activations = ai_get_activations (_network); + + printf("Weights buffer : 0x%08x %d bytes)\r\n", (unsigned int)params, (unsigned int)params_size); + printf("Activation buffer : 0x%08x (%d bytes) %s\r\n", (unsigned int)activations, (unsigned int)activations_size, ((uint32_t)activations & (uint32_t)0xFF000000)?"internal":"external"); + + printf("Inputs:\r\n"); + for (int i = 0; i < n_inputs; i++) { + ai_tensor * input = ai_get_input (_network, i); + aiPrintLayoutBuffer(" I", i, input); + } + + printf("Outputs:\r\n"); + for (int i = 0; i < n_outputs; i++) { + ai_tensor * output = ai_get_output (_network, i); + aiPrintLayoutBuffer(" O", i, output); + } + + return 0; +} + +// ====================================================== +// aiDeInit +// ====================================================== +static void aiDeInit (void) +{ + ai_status err = AI_STATUS_OK; + + printf ("Releasing the network(s)...\r\n"); + + if (ai_destroy(_network) != AI_STATUS_OK) { + const char * err = ai_get_error(_network); + aiLogErr("ai_destroy", err); + } + _network = AI_HANDLE_NULL; + return; +} + +// ================================================================= +// argmax +// +// Description : return argument of table maximum value +// Argument : Vector_db *vec: table +// Return Value : int: index of max value +// ================================================================= +static uint8_t argmax (int8_t * vec, uint32_t num) +{ + uint32_t i; + uint8_t arg = 0; + int8_t imax = vec[0]; + for (i = 1; i < num; i++) { + imax = (imax > vec[i]) ? imax : vec[i]; + if (imax == vec[i]) { + arg = i; + } + } + return(arg); +} + +// ====================================================== +// aiRun +// ====================================================== +static int aiRun (void) +{ + ai_status err = AI_STATUS_OK; + + // + // Setup input data + // + ai_tensor * input = ai_get_input(_network, 0); + if (input == NULL) { + const char * err = ai_get_error(_network); + aiLogErr("ai_run", err); + return -1; + } + + DLDataType dtype = input->dltensor.dtype; + + if (dtype.lanes > 1) { + printf("E: vector inputs are not supported ...\r\n"); + return -1; + } + + if (dtype.code == kDLBfloat) { + printf("E: Double float inputs are not supported ...\r\n"); + return -1; + } + + // + // Results + // + ai_tensor * output = ai_get_output(_network, 0); + if (output == NULL) { + const char * err = ai_get_error(_network); + aiLogErr("ai_run", err); + return -1; + } + + uint32_t elts = get_tensor_elts (output); + + FILE * outfile = fopen ("tvm_results.txt", "w"); + + for (int i=0; i <=9; i++) { + + char image[8]; + + sprintf (image, "0%d.bin", i); + printf ("Loading input image %s ... \n", image); + if (LoadInputImg (image, input->quant, input->dltensor.data) != 0) { + error ("Loading image %s\n", image); + } + + // + // Run the inference + // + printf ("Running the network\r\n"); + + if (ai_run(_network) != AI_STATUS_OK) { + const char * err = ai_get_error(_network); + aiLogErr("ai_run", err); + return -1; + } + + if (output->quant == NULL) { + // + // Floating point model + // + float * probabilities = (float*)output->dltensor.data; + for (int i = 0; i < elts; i++) { + float val = probabilities[i]; + printf (" -- probability[%d] = %g \n", i, val); + fprintf (outfile, "%g ", val); + } + + } + else { + // + // Quantized model + // + uint8_t * probabilities = (uint8_t *)output->dltensor.data; + for (int i = 0; i < elts; i++) { + uint8_t qval = probabilities[i]; + printf (" -- probability[%d] = %d \n", i, qval); + float val = dequantize_val (qval, output->quant); + fprintf (outfile, "%g ", val); + } + } + fprintf (outfile, "\n"); + } + fclose (outfile); + + return 0; +} + +// ================================================================= +// quantize_val +// ================================================================= +static uint8_t quantize_val (float val, ai_quantization_info * quant) +{ + float new_val; + float input_scale = quant->scale[0]; + int32_t input_zero_point = quant->zero_point[0]; + printf ("== TFLite input quantization: scale=%g, zero=%d", input_scale, input_zero_point); + new_val = val / input_scale + input_zero_point; + return (uint8_t)new_val; +} + +// ================================================================= +// dequantize_val +// ================================================================= +static uint8_t dequantize_val (uint8_t val, ai_quantization_info * quant) +{ + float new_val; + float output_scale = quant->scale[0]; + int32_t output_zero_point = quant->zero_point[0]; + printf ("== TFLite output quantization: scale=%g, zero=%d", output_scale, output_zero_point); + new_val = (val - output_zero_point) * output_scale; + return new_val; +} + +// ================================================================= +// LoadInputImg +// ================================================================= +uint8_t LoadInputImg ( + const char * filename, + ai_quantization_info * quant, + ai_ptr data +) +{ + FILE * file = fopen(filename, "r"); + if (file == NULL) { + printf ("== File %s not found\n", filename); + return (-1); + } + + // + // Find file size + // + fseek(file, 0L, SEEK_END); + size_t img_size = ftell(file); + (void)fseek(file, 0L, SEEK_SET); + + printf ("== Image size = %d\n", img_size); + + uint8_t * image = (uint8_t *)malloc(img_size); + size_t size = fread(image, 1, img_size, file); + if (size != img_size) { + perror("fread"); + printf ("== Problem reading %s\n", filename); + return (-1); + } + + fclose(file); + + uint32_t x; + uint8_t * p = image; + uint8_t * pg = (uint8_t*)data; + + for (x = 0; x < img_size; x++) { + uint8_t val = p[x]; + // + // Input image needs to be normalized into [0..1] interval + // + float nval = ((float)val) / 255.0; + if (quant != NULL) { + uint8_t qval = quantize_val (nval, quant); + *pg = qval; + pg += sizeof(uint8_t); + } + else { + *(float*)pg = nval; + pg += sizeof(float); + } + } + + free(image); + + return 0; +} + +// ====================================================== +// main +// ====================================================== +int main (int argc ,char* argv[]) +{ + int status; + + status = aiInit(); + if (status != 0) { + printf ("Error initializing.\n"); + } + + status = aiRun (); + if (status != 0) { + printf ("Error running.\n"); + } + + aiDeInit(); + + return(0); +} diff --git a/tests/micro/stm32/mnist.tflite b/tests/micro/stm32/mnist.tflite new file mode 100644 index 0000000000000000000000000000000000000000..5ed642c89c630631d4fe6c04b2e4d4437f01e094 GIT binary patch literal 13100612 zcmWifc{o*H7sm|=86u>NB_fGX;hwb&X;xICRGLRAQAue~C{&V6MH$MN2Aa5MEe)bU z)2~T$8fcP~(A<09Kfcd-?tad_`?>p`yY^b&_1V4TWF&i^u1x=*r;AK8 zjhz3@k!gWU$7K5dn4Ijsqr2Sky}^H!ulWdE%Z7ry!*{xRdLMe)OhbvQDl9yt#Cta; zl2*UIAUJyCZQob)q)rhN+;rGhsDs&x<9Nl+aMYMJ2}6ygaCZC_@TwV#t)&r|9jZm+ zFXfAi{bK32cPcD!TUg+E5b2sXdk0_l-@nC|hB{*KW?S1rJ)PgQW|slRk9F_KH96M4|81e|(443F2&6NksD 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