TinyML_AirDigit.ino
This code runs well using ESP32 (NodeMCU-32S).
Arduino:1.8.19 (Windows 10), 開發板:“BW16 (RTL8720DN), Disable, Enable”
Compilation Errors:
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\core\api\flatbuffer_conversions.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\core\api\op_resolver.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\kernels\kernel_util.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\all_ops_resolver.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\kernels\cmsis-nn\add.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\kernels\cmsis-nn\mul.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\kernels\cmsis-nn\pooling.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\kernels\conv_test_common.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\kernels\detection_postprocess.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\kernels\reshape.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\kernels\shape.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\memory_helpers.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\micro_allocator.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\micro_interpreter.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\recording_micro_allocator.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\simple_memory_allocator.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\test_helpers.cpp
Error while detecting libraries included by D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\schema\schema_utils.cpp
In file included from c:\users\rkuo2\appdata\local\arduino15\packages\realtek\tools\ameba_d_asdk_toolchain\1.0.1\arm-none-eabi\include\c++\6.5.0\ext\string_conversions.h:43:0,
from c:\users\rkuo2\appdata\local\arduino15\packages\realtek\tools\ameba_d_asdk_toolchain\1.0.1\arm-none-eabi\include\c++\6.5.0\bits\basic_string.h:5429,
from c:\users\rkuo2\appdata\local\arduino15\packages\realtek\tools\ameba_d_asdk_toolchain\1.0.1\arm-none-eabi\include\c++\6.5.0\string:52,
from D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/third_party/flatbuffers/include/flatbuffers/base.h:42,
from D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/third_party/flatbuffers/include/flatbuffers/flatbuffers.h:21,
from d:\users\rkuo2\documents\arduino\libraries\eloquenttinyml\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\schema\schema_generated.h:22,
from D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow.h:39,
from D:\Users\rkuo2\Documents\Arduino\examples\TinyML\TinyML_AirDigit\TinyML_AirDigit.ino:2:
c:\users\rkuo2\appdata\local\arduino15\packages\realtek\tools\ameba_d_asdk_toolchain\1.0.1\arm-none-eabi\include\c++\6.5.0\cstdio:127:11: error: ‘::printf’ has not been declared
using ::printf;
^~~~~~
c:\users\rkuo2\appdata\local\arduino15\packages\realtek\tools\ameba_d_asdk_toolchain\1.0.1\arm-none-eabi\include\c++\6.5.0\cstdio:137:11: error: ‘::sprintf’ has not been declared
using ::sprintf;
^~~~~~~
In file included from c:\users\rkuo2\appdata\local\arduino15\packages\realtek\tools\ameba_d_asdk_toolchain\1.0.1\arm-none-eabi\include\c++\6.5.0\algorithm:62:0,
from D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/third_party/flatbuffers/include/flatbuffers/base.h:46,
from D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/third_party/flatbuffers/include/flatbuffers/flatbuffers.h:21,
from d:\users\rkuo2\documents\arduino\libraries\eloquenttinyml\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\schema\schema_generated.h:22,
from D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow.h:39,
from D:\Users\rkuo2\Documents\Arduino\examples\TinyML\TinyML_AirDigit\TinyML_AirDigit.ino:2:
c:\users\rkuo2\appdata\local\arduino15\packages\realtek\tools\ameba_d_asdk_toolchain\1.0.1\arm-none-eabi\include\c++\6.5.0\bits\stl_algo.h: In function ‘void std::random_shuffle(_RAIter, _RAIter)’:
c:\users\rkuo2\appdata\local\arduino15\packages\realtek\tools\ameba_d_asdk_toolchain\1.0.1\arm-none-eabi\include\c++\6.5.0\bits\stl_algo.h:4451:8: error: ‘Rand’ is not a member of ‘std’
+ std::rand() % ((__i - __first) + 1);
^~~
c:\users\rkuo2\appdata\local\arduino15\packages\realtek\tools\ameba_d_asdk_toolchain\1.0.1\arm-none-eabi\include\c++\6.5.0\bits\stl_algo.h:4451:8: note: suggested alternative:
In file included from C:\Users\rkuo2\AppData\Local\Arduino15\packages\realtek\hardware\AmebaD\3.1.3\system/component/soc/realtek/amebad/fwlib/include/rtl8721d.h:24:0,
from C:\Users\rkuo2\AppData\Local\Arduino15\packages\realtek\hardware\AmebaD\3.1.3\system/component/soc/realtek/amebad/fwlib/include/ameba_soc.h:13,
from C:\Users\rkuo2\AppData\Local\Arduino15\packages\realtek\hardware\AmebaD\3.1.3\system/component/soc/realtek/amebad/cmsis/cmsis.h:35,
from C:\Users\rkuo2\AppData\Local\Arduino15\packages\realtek\hardware\AmebaD\3.1.3\system/component/common/mbed/targets/hal/rtl8721d/PinNames.h:5,
from C:\Users\rkuo2\AppData\Local\Arduino15\packages\realtek\hardware\AmebaD\3.1.3\variants\rtl8720dn_bw16/variant.h:30,
from C:\Users\rkuo2\AppData\Local\Arduino15\packages\realtek\hardware\AmebaD\3.1.3\cores\ambd/Arduino.h:126,
from C:\Users\rkuo2\AppData\Local\Temp\arduino_build_408516\sketch\TinyML_AirDigit.ino.cpp:1:
C:\Users\rkuo2\AppData\Local\Arduino15\packages\realtek\hardware\AmebaD\3.1.3\system/component/soc/realtek/amebad/swlib/string/rand.h:14:1: note: ‘Rand’
Rand (
^~~~
In file included from D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/micro/micro_op_resolver.h:22:0,
from D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/micro/micro_mutable_op_resolver.h:31,
from d:\users\rkuo2\documents\arduino\libraries\eloquenttinyml\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\all_ops_resolver.h:20,
from D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow.h:41,
from D:\Users\rkuo2\Documents\Arduino\examples\TinyML\TinyML_AirDigit\TinyML_AirDigit.ino:2:
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/core/api/op_resolver.h: In member function ‘virtual tflite::OpResolver::TfLiteDelegatePtrVector tflite::OpResolver::GetDelegates(int) const’:
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/core/api/op_resolver.h:44:52: warning: unused parameter ‘num_threads’ [-Wunused-parameter]
virtual TfLiteDelegatePtrVector GetDelegates(int num_threads) const {
^~~~~~~~~~~
In file included from D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/micro/micro_mutable_op_resolver.h:31:0,
from d:\users\rkuo2\documents\arduino\libraries\eloquenttinyml\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\all_ops_resolver.h:20,
from D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow.h:41,
from D:\Users\rkuo2\Documents\Arduino\examples\TinyML\TinyML_AirDigit\TinyML_AirDigit.ino:2:
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/micro/micro_op_resolver.h: In member function ‘virtual const TfLiteRegistration* tflite::MicroOpResolver::FindOp(tflite::BuiltinOperator, int) const’:
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/micro/micro_op_resolver.h:55:40: warning: unused parameter ‘version’ [-Wunused-parameter]
int version) const final {
^~~~~~~
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/micro/micro_op_resolver.h: In member function ‘virtual const TfLiteRegistration* tflite::MicroOpResolver::FindOp(const char*, int) const’:
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/micro/micro_op_resolver.h:61:56: warning: unused parameter ‘version’ [-Wunused-parameter]
const TfLiteRegistration* FindOp(const char* op, int version) const final {
^~~~~~~
In file included from d:\users\rkuo2\documents\arduino\libraries\eloquenttinyml\src\eloquent_tinyml\tensorflow\arm\tensorflow\lite\micro\micro_interpreter.h:25:0,
from D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow.h:43,
from D:\Users\rkuo2\Documents\Arduino\examples\TinyML\TinyML_AirDigit\TinyML_AirDigit.ino:2:
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/core/api/profiler.h: In member function ‘virtual void tflite::Profiler::EndEvent(uint32_t, int64_t, int64_t)’:
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/core/api/profiler.h:74:34: warning: unused parameter ‘event_handle’ [-Wunused-parameter]
virtual void EndEvent(uint32_t event_handle, int64_t event_metadata1,
^~~~~~~~~~~~
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/core/api/profiler.h:74:56: warning: unused parameter ‘event_metadata1’ [-Wunused-parameter]
virtual void EndEvent(uint32_t event_handle, int64_t event_metadata1,
^~~~~~~~~~~~~~~
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/core/api/profiler.h:75:33: warning: unused parameter ‘event_metadata2’ [-Wunused-parameter]
int64_t event_metadata2) {}
^~~~~~~~~~~~~~~
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/core/api/profiler.h: In member function ‘virtual void tflite::Profiler::AddEvent(const char*, tflite::Profiler::EventType, uint64_t, uint64_t, int64_t, int64_t)’:
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/core/api/profiler.h:92:37: warning: unused parameter ‘tag’ [-Wunused-parameter]
virtual void AddEvent(const char* tag, EventType event_type, uint64_t start,
^~~
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/core/api/profiler.h:92:52: warning: unused parameter ‘event_type’ [-Wunused-parameter]
virtual void AddEvent(const char* tag, EventType event_type, uint64_t start,
^~~~~~~~~~
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/core/api/profiler.h:92:73: warning: unused parameter ‘start’ [-Wunused-parameter]
virtual void AddEvent(const char* tag, EventType event_type, uint64_t start,
^~~~~
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/core/api/profiler.h:93:34: warning: unused parameter ‘end’ [-Wunused-parameter]
uint64_t end, int64_t event_metadata1,
^~~
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/core/api/profiler.h:93:47: warning: unused parameter ‘event_metadata1’ [-Wunused-parameter]
uint64_t end, int64_t event_metadata1,
^~~~~~~~~~~~~~~
D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML\src/eloquent_tinyml/tensorflow/arm/tensorflow/lite/core/api/profiler.h:94:33: warning: unused parameter ‘event_metadata2’ [-Wunused-parameter]
int64_t event_metadata2) {}
^~~~~~~~~~~~~~~
使用程式庫EloquentTinyML、版本2.4.3，位於資料夾：D:\Users\rkuo2\Documents\Arduino\libraries\EloquentTinyML
exit status 1
開發板 BW16 (RTL8720DN) 編譯錯誤。