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authorNina Drozd <nina.drozd@arm.com>2022-02-15 14:32:57 +0000
committerIsabella Gottardi <isabella.gottardi@arm.com>2022-02-21 17:42:29 +0000
commit68549b4afbe5098e46bda12be3769c7bf70b6e8b (patch)
tree053f1aa8c629cf42a0dede59abccb2a1471afda9
parent52dbd947e710cc91d3309bc96de3802bd922154c (diff)
downloadml-embedded-evaluation-kit-68549b4afbe5098e46bda12be3769c7bf70b6e8b.tar.gz
MLECO-2927: Build Arm Ethos-U NPU driver outside TFLu
* TensorFlow CMake uses Arm Ethos-U NPU driver lib path * armclang DWARF level config flag removed * uses and mentions of DWARF level removed * TensorFlow uses Arm Cortex-M generic target * removed Arm Cortex-M custom target makefile and dir Change-Id: Ie0d3edb5473462ef8552f8b9f832190de5e99a7c
-rw-r--r--docs/sections/building.md24
-rw-r--r--scripts/cmake/common_user_options.cmake8
-rw-r--r--scripts/cmake/tensorflow.cmake26
-rw-r--r--scripts/make/cortex_m_ethos_eval_makefile.inc149
4 files changed, 14 insertions, 193 deletions
diff --git a/docs/sections/building.md b/docs/sections/building.md
index c39cabc..5fdadb0 100644
--- a/docs/sections/building.md
+++ b/docs/sections/building.md
@@ -234,16 +234,6 @@ chosen configuration.
- `TENSORFLOW_LITE_MICRO_CLEAN_DOWNLOADS`: Optional parameter to enable wiping out `TPIP` downloads from TensorFlow
source tree prior to each build. Disabled by default.
-- `ARMCLANG_DEBUG_DWARF_LEVEL`: When the CMake build type is specified as `Debug` and when the `armclang` toolchain is
- being used to build for a *Cortex-M* CPU target, this optional argument can be set to specify the `DWARF` format.
-
- By default, this is set to 4 and is synonymous with passing `-g` flag to the compiler. This is compatible with Arm
- DS and other tools which can interpret the latest DWARF format. To allow debugging using the Model Debugger from Arm
- Fast Model Tools Suite, this argument can be used to pass DWARF format version as "3".
-
- > **Note:** This option is only available when the CMake project is configured with the `-DCMAKE_BUILD_TYPE=Debug`
- > argument. Also, the same dwarf format is used for building TensorFlow Lite Micro library.
-
For details on the specific use-case build options, follow the instructions in the use-case specific documentation.
Also, when setting any of the CMake configuration parameters that expect a directory, or file, path, **use absolute
@@ -452,20 +442,6 @@ cmake \
ml-embedded-evaluation-kit
```
-#### Working with model debugger from Arm Fast Model Tools
-
-To configure a build that can be debugged using a tool that only supports the `DWARF format 3`, such as *Modeldebugger*,
-you can use:
-
-```commandline
-cmake .. \
- -DTARGET_PLATFORM=mps3 \
- -DTARGET_SUBSYSTEM=sse-300 \
- -DCMAKE_TOOLCHAIN_FILE=scripts/cmake/toolchains/bare-metal-armclang.cmake \
- -DCMAKE_BUILD_TYPE=Debug \
- -DARMCLANG_DEBUG_DWARF_LEVEL=3
-```
-
#### Configuring with custom TPIP dependencies
If the TensorFlow source tree is not in its default expected location, set the path using `TENSORFLOW_SRC_PATH`.
diff --git a/scripts/cmake/common_user_options.cmake b/scripts/cmake/common_user_options.cmake
index afc5386..9a13287 100644
--- a/scripts/cmake/common_user_options.cmake
+++ b/scripts/cmake/common_user_options.cmake
@@ -84,14 +84,6 @@ if (NOT TARGET_PLATFORM STREQUAL native)
"${DEPENDENCY_ROOT_DIR}/cmsis"
PATH)
- if (CMAKE_BUILD_TYPE STREQUAL Debug)
- # For use with Arm compiler:
- USER_OPTION(ARMCLANG_DEBUG_DWARF_LEVEL
- "Dwarf conformance level for armclang toolchain"
- "4" # Default = 4 (Arm-DS etc). For model debugger specify "3"
- STRING)
- endif()
-
# If we need NPU libraries:
if (ETHOS_U_NPU_ENABLED)
USER_OPTION(ETHOS_U_NPU_TIMING_ADAPTER_SRC_PATH
diff --git a/scripts/cmake/tensorflow.cmake b/scripts/cmake/tensorflow.cmake
index 9d72405..284c70a 100644
--- a/scripts/cmake/tensorflow.cmake
+++ b/scripts/cmake/tensorflow.cmake
@@ -45,24 +45,19 @@ set(TENSORFLOW_LITE_MICRO_PATH "${TENSORFLOW_SRC_PATH}/tensorflow/lite/micro")
set(TENSORFLOW_LITE_MICRO_GENDIR ${CMAKE_CURRENT_BINARY_DIR}/tensorflow/)
set(TENSORFLOW_LITE_MICRO_PLATFORM_LIB_NAME "libtensorflow-microlite.a")
-set(ETHOS_EVAL_TARGET_MAKEFILE_INC ${CMAKE_CURRENT_SOURCE_DIR}/scripts/make/cortex_m_ethos_eval_makefile.inc)
-
if (TARGET_PLATFORM STREQUAL native)
set(TENSORFLOW_LITE_MICRO_TARGET "linux")
set(TENSORFLOW_LITE_MICRO_TARGET_ARCH x86_64)
else()
- set(TENSORFLOW_LITE_MICRO_TARGET "cortex_m_ethos_eval")
+ set(TENSORFLOW_LITE_MICRO_TARGET "cortex_m_generic")
set(TENSORFLOW_LITE_MICRO_TARGET_ARCH ${CMAKE_SYSTEM_PROCESSOR}${CPU_FEATURES})
if(ETHOS_U_NPU_ENABLED)
# Arm Ethos-U55 NPU is the co-processor for ML workload:
set(TENSORFLOW_LITE_MICRO_CO_PROCESSOR "ethos_u")
+ string(TOLOWER ${ETHOS_U_NPU_ID} ETHOSU_ARCH)
endif()
set(TENSORFLOW_LITE_MICRO_OPTIMIZED_KERNEL "cmsis_nn")
-
- # Copy over the target helper (cortex_m_ethos_eval)
- file(COPY ${ETHOS_EVAL_TARGET_MAKEFILE_INC}
- DESTINATION ${TENSORFLOW_LITE_MICRO_PATH}/tools/make/targets/)
endif()
if (TENSORFLOW_LITE_MICRO_CLEAN_DOWNLOADS)
@@ -92,11 +87,12 @@ add_custom_target(tensorflow_build ALL
TARGET=${TENSORFLOW_LITE_MICRO_TARGET}
TARGET_ARCH=${TENSORFLOW_LITE_MICRO_TARGET_ARCH}
BUILD_TYPE=${TENSORFLOW_LITE_MICRO_BUILD_TYPE}
- ETHOSU_ARCH=${ETHOSU_ARCH}
- ETHOSU_DRIVER_PATH=${ETHOS_U_NPU_DRIVER_SRC_PATH}
CMSIS_PATH=${CMSIS_SRC_PATH}
# Conditional arguments
- $<$<BOOL:${ARMCLANG_DEBUG_DWARF_LEVEL}>:ARMCLANG_DEBUG_DWARF_LEVEL=${ARMCLANG_DEBUG_DWARF_LEVEL}>
+ $<$<BOOL:${ETHOS_U_NPU_ENABLED}>:ETHOSU_ARCH=${ETHOSU_ARCH}>
+ $<$<BOOL:${ETHOS_U_NPU_ENABLED}>:ETHOSU_DRIVER_PATH=${ETHOS_U_NPU_DRIVER_SRC_PATH}>
+ $<$<BOOL:${ETHOS_U_NPU_ENABLED}>:ETHOSU_DRIVER_LIBS=$<TARGET_FILE:ethosu_core_driver>>
+
$<$<BOOL:${TENSORFLOW_LITE_MICRO_CORE_OPTIMIZATION_LEVEL}>:CORE_OPTIMIZATION_LEVEL=${TENSORFLOW_LITE_MICRO_CORE_OPTIMIZATION_LEVEL}>
$<$<BOOL:${TENSORFLOW_LITE_MICRO_KERNEL_OPTIMIZATION_LEVEL}>:KERNEL_OPTIMIZATION_LEVEL=${TENSORFLOW_LITE_MICRO_KERNEL_OPTIMIZATION_LEVEL}>
$<$<BOOL:${TENSORFLOW_LITE_MICRO_OPTIMIZED_KERNEL}>:OPTIMIZED_KERNEL_DIR=${TENSORFLOW_LITE_MICRO_OPTIMIZED_KERNEL}>
@@ -116,7 +112,13 @@ add_custom_target(tensorflow_build ALL
# Create library
-add_library(tensorflow-lite-micro STATIC IMPORTED)
+
+set(TENSORFLOW_LITE_MICRO_TARGET tensorflow-lite-micro)
+add_library(${TENSORFLOW_LITE_MICRO_TARGET} STATIC IMPORTED)
+
+if(ETHOS_U_NPU_ENABLED)
+ add_dependencies(tensorflow_build ethosu_core_driver)
+endif()
add_dependencies(tensorflow-lite-micro tensorflow_build)
@@ -129,4 +131,4 @@ target_include_directories(tensorflow-lite-micro
target_compile_definitions(tensorflow-lite-micro
INTERFACE
- TF_LITE_STATIC_MEMORY)
+ TF_LITE_STATIC_MEMORY) \ No newline at end of file
diff --git a/scripts/make/cortex_m_ethos_eval_makefile.inc b/scripts/make/cortex_m_ethos_eval_makefile.inc
deleted file mode 100644
index 234534a..0000000
--- a/scripts/make/cortex_m_ethos_eval_makefile.inc
+++ /dev/null
@@ -1,149 +0,0 @@
-# Copyright (c) 2021 Arm Limited. All rights reserved.
-# SPDX-License-Identifier: Apache-2.0
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-# http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# Generic Makefile target for ARM Cortex M builds.
-# For more info see: tensorflow/lite/micro/cortex_m_generic/README.md
-ifeq ($(TARGET),$(filter $(TARGET), cortex_m_ethos_eval))
- FLOAT := soft
- GCC_TARGET_ARCH := $(TARGET_ARCH)
-
- ifeq ($(TARGET_ARCH), cortex-m0)
- CORE=M0
- ARM_LDFLAGS := -Wl,--cpu=Cortex-M0
-
- else ifeq ($(TARGET_ARCH), cortex-m3)
- CORE=M3
- ARM_LDFLAGS := -Wl,--cpu=Cortex-M3
-
- else ifeq ($(TARGET_ARCH), cortex-m33)
- CORE=M33
- ARM_LDFLAGS := -Wl,--cpu=Cortex-M33
- TARGET_SPECIFIC_FLAGS += -D__DSP_PRESENT=1 -D__FPU_PRESENT=1 -D__VTOR_PRESENT=1 -D__FPU_USED=1
- FLOAT=hard
-
- else ifeq ($(TARGET_ARCH), cortex-m33+nodsp)
- CORE=M33
- ARM_LDFLAGS := -Wl,--cpu=Cortex-M33.no_dsp.no_fp
-
- else ifeq ($(TARGET_ARCH), cortex-m4)
- CORE=M4
- ARM_LDFLAGS := -Wl,--cpu=Cortex-M4.no_fp
- GCC_TARGET_ARCH := cortex-m4+nofp
-
- else ifeq ($(TARGET_ARCH), cortex-m4+fp)
- CORE=M4
- ARM_LDFLAGS := -Wl,--cpu=Cortex-M4
- TARGET_SPECIFIC_FLAGS += -D__FPU_PRESENT=1
- FLOAT=hard
- GCC_TARGET_ARCH := cortex-m4
-
- else ifeq ($(TARGET_ARCH), cortex-m55)
- CORE=M55
- ARM_LDFLAGS := -Wl,--cpu=8.1-M.Main.mve.fp
- TARGET_SPECIFIC_FLAGS += -D__DSP_PRESENT=1 -D__FPU_PRESENT=1
- FLOAT=hard
-
- else ifeq ($(TARGET_ARCH), cortex-m55+nodsp+nofp)
- CORE=M55
- ARM_LDFLAGS := -Wl,--cpu=8.1-M.Main.mve.no_dsp.no_fp
-
- else ifeq ($(TARGET_ARCH), cortex-m55+nofp)
- CORE=M55
- ARM_LDFLAGS := -Wl,--cpu=8.1-M.Main.mve.no_fp
- TARGET_SPECIFIC_FLAGS += -D__DSP_PRESENT=1
-
- else ifeq ($(TARGET_ARCH), cortex-m7)
- CORE=M7
- ARM_LDFLAGS := -Wl,--cpu=Cortex-M7.no_fp
- GCC_TARGET_ARCH := cortex-m7+nofp
-
- else ifeq ($(TARGET_ARCH), cortex-m7+fp)
- CORE=M7
- ARM_LDFLAGS := -Wl,--cpu=Cortex-M7
- FLOAT=hard
- GCC_TARGET_ARCH := cortex-m7
-
- else
- $(error "TARGET_ARCH=$(TARGET_ARCH) is not supported")
- endif
-
- ifneq ($(filter cortex-m55%,$(TARGET_ARCH)),)
- # soft-abi=soft disables MVE - use softfp instead for M55.
- ifeq ($(FLOAT),soft)
- FLOAT=softfp
- endif
- endif
-
- # Toolchain specfic flags
- ifeq ($(TOOLCHAIN), armclang)
- CXX_TOOL := armclang
- CC_TOOL := armclang
- AR_TOOL := armar
- LD := armlink
-
- FLAGS_ARMC = \
- --target=arm-arm-none-eabi \
- -mcpu=$(TARGET_ARCH)
-
- # For debug, include specific dwarf format symbols
- ifeq ($(BUILD_TYPE), debug)
- ifneq ($(ARMCLANG_DEBUG_DWARF_LEVEL),)
- FLAGS_ARMC += -gdwarf-$(ARMCLANG_DEBUG_DWARF_LEVEL)
- endif
- endif
-
- CXXFLAGS += $(FLAGS_ARMC)
- CCFLAGS += $(FLAGS_ARMC)
- LDFLAGS += $(ARM_LDFLAGS)
-
- # Arm Compiler will not link the Math library (see below), therefore we're filtering it out.
- # See Fatal error: L6450U: Cannot find library m:
- # "Arm Compiler is designed to run in a bare metal environment,
- # and automatically includes implementations of these functions,
- # and so no such flag is necessary."
- # https://developer.arm.com/documentation/100891/0611/troubleshooting/general-troubleshooting-advice
- MICROLITE_LIBS := $(filter-out -lm,$(MICROLITE_LIBS))
-
- else ifeq ($(TOOLCHAIN), gcc)
- TARGET_TOOLCHAIN_PREFIX := arm-none-eabi-
-
- FLAGS_GCC = -mcpu=$(GCC_TARGET_ARCH) -mfpu=auto
- CXXFLAGS += $(FLAGS_GCC)
- CCFLAGS += $(FLAGS_GCC)
-
- else
- $(error "TOOLCHAIN=$(TOOLCHAIN) is not supported.")
- endif
-
-
- PLATFORM_FLAGS = \
- -DTF_LITE_MCU_DEBUG_LOG \
- -mthumb \
- -mfloat-abi=$(FLOAT) \
- -funsigned-char \
- -mlittle-endian \
- -Wno-type-limits \
- -Wno-unused-private-field \
- -fomit-frame-pointer \
- -MD \
- -DCPU_CORTEX_$(CORE)=1 \
- -DETHOSU_ARCH=${ETHOSU_ARCH} \
- $(TARGET_SPECIFIC_FLAGS)
-
- # Common + C/C++ flags
- CXXFLAGS += $(PLATFORM_FLAGS)
- CCFLAGS += $(PLATFORM_FLAGS)
-
-endif