tflite-micro
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20 hours ago •
tensorflow
tensorflow
Unable to pass the compilation in platformio
I try to apply the neural network in ESP32 and then I downloaded the code. I am using the platformio in my coding. However there are many errors to prevent it from being compiled. How to solve it please?
Some errors are as follows:
In file included from lib/tfmicro/tensorflow/lite/kernels/internal/common.cc:16:
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'int32_t tflite::MultiplyByQuantizedMultiplierSmallerThanOneExp(int32_t, int32_t, int)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:317:9: error: 'gemmlowp' has not been declared
317 | using gemmlowp::RoundingDivideByPOT;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:318:9: error: 'gemmlowp' has not been declared
318 | using gemmlowp::SaturatingRoundingDoublingHighMul;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:320:7: error: 'SaturatingRoundingDoublingHighMul' was not declared in this scope
320 | SaturatingRoundingDoublingHighMul(x, quantized_multiplier), -left_shift);
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:319:10: error: 'RoundingDivideByPOT' was not declared in this scope
319 | return RoundingDivideByPOT(
| ^~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'int32_t tflite::MultiplyByQuantizedMultiplierGreaterThanOne(int32_t, int32_t, int)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:325:9: error: 'gemmlowp' has not been declared
325 | using gemmlowp::SaturatingRoundingDoublingHighMul;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:326:10: error: 'SaturatingRoundingDoublingHighMul' was not declared in this scope
326 | return SaturatingRoundingDoublingHighMul(x * (1 << left_shift),
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: At global scope:
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:685:1: error: 'gemmlowp' does not name a type
685 | gemmlowp::FixedPoint<tRawType, tIntegerBits> SaturatingAddNonGemmlowp(
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:721:1: error: 'gemmlowp' does not name a type
721 | gemmlowp::FixedPoint<tRawType, tIntegerBits> SaturatingSub(
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'IntegerType tflite::SaturatingRoundingMultiplyByPOTParam(IntegerType, int)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:735:16: error: 'gemmlowp' has not been declared
735 | typename gemmlowp::FixedPointRawTypeTraits<IntegerType>::ScalarRawType;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:737:7: error: 'gemmlowp' has not been declared
737 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::min());
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:737:32: error: expected primary-expression before '>' token
737 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::min());
Compiling .pio\build\esp32doit-devkit-v1\libf35\tfmicro\tensorflow\lite\kernels\internal\runtime_shape.cc.o
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:737:54: error: 'ScalarIntegerType' was not declared in this scope; did you mean 'IntegerType'?
737 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::min());
| ^~~~~~~~~~~~~~~~~
| IntegerType
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:737:71: error: template argument 1 is invalid
737 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::min());
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:739:7: error: 'gemmlowp' has not been declared
739 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::max());
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:739:32: error: expected primary-expression before '>' token
739 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::max());
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:745:7: error: 'gemmlowp' has not been declared
745 | gemmlowp::MaskIfGreaterThan(x, gemmlowp::Dup<IntegerType>(threshold));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:745:38: error: 'gemmlowp' has not been declared
745 | gemmlowp::MaskIfGreaterThan(x, gemmlowp::Dup<IntegerType>(threshold));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:745:63: error: expected primary-expression before '>' token
745 | gemmlowp::MaskIfGreaterThan(x, gemmlowp::Dup<IntegerType>(threshold));
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:747:7: error: 'gemmlowp' has not been declared
747 | gemmlowp::MaskIfLessThan(x, gemmlowp::Dup<IntegerType>(-threshold));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:747:35: error: 'gemmlowp' has not been declared
747 | gemmlowp::MaskIfLessThan(x, gemmlowp::Dup<IntegerType>(-threshold));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:747:60: error: expected primary-expression before '>' token
747 | gemmlowp::MaskIfLessThan(x, gemmlowp::Dup<IntegerType>(-threshold));
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:749:24: error: 'gemmlowp' has not been declared
749 | IntegerType result = gemmlowp::ShiftLeft(x, exponent);
Compiling .pio\build\esp32doit-devkit-v1\libf35\tfmicro\tensorflow\lite\kernels\internal\tensor_ctypes.cc.o
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:750:12: error: 'gemmlowp' has not been declared
750 | result = gemmlowp::SelectUsingMask(positive_mask, max, result);
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:751:12: error: 'gemmlowp' has not been declared
751 | result = gemmlowp::SelectUsingMask(negative_mask, min, result);
| ^~~~Compiling .pio\build\esp32doit-devkit-v1\libf35\tfmicro\tensorflow\lite\kernels\internal\tensor_utils.cc.o
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: At global scope:
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:758:1: error: 'gemmlowp' does not name a type
758 | gemmlowp::FixedPoint<tRawType, tIntegerBits>
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:804:8: error: 'gemmlowp' does not name a type
804 | inline gemmlowp::FixedPoint<int32_t, OutputIntegerBits>
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:888:8: error: 'gemmlowp' does not name a type
888 | inline gemmlowp::FixedPoint<int32_t, OutputIntegerBits>
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'int32_t tflite::GetReciprocal(int32_t, int, int*)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:910:3: error: 'gemmlowp' has not been declared
910 | gemmlowp::FixedPoint<int32_t, 0> shifted_scale =
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:910:31: error: expected primary-expression before ',' token
910 | gemmlowp::FixedPoint<int32_t, 0> shifted_scale =
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:910:36: error: 'shifted_scale' was not declared in this scope
910 | gemmlowp::FixedPoint<int32_t, 0> shifted_scale =
| ^~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:911:7: error: 'gemmlowp' has not been declared
911 | gemmlowp::one_over_one_plus_x_for_x_in_0_1(
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:912:11: error: 'gemmlowp' has not been declared
912 | gemmlowp::FixedPoint<int32_t, 0>::FromRaw(shifted_sum_minus_one));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:912:39: error: expected primary-expression before ',' token
912 | gemmlowp::FixedPoint<int32_t, 0>::FromRaw(shifted_sum_minus_one));
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:912:45: error: '::FromRaw' has not been declared
912 | gemmlowp::FixedPoint<int32_t, 0>::FromRaw(shifted_sum_minus_one));
| ^~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'void tflite::GetInvSqrtQuantizedMultiplierExp(int32_t, int, int32_t*, int*)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:944:9: error: 'gemmlowp' has not been declared
944 | using gemmlowp::FixedPoint;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:945:9: error: 'gemmlowp' has not been declared
945 | using gemmlowp::Rescale;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:946:9: error: 'gemmlowp' has not been declared
946 | using gemmlowp::SaturatingRoundingMultiplyByPOT;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:949:14: error: 'FixedPoint' does not name a type
949 | using F3 = FixedPoint<int32_t, 3>;
| ^~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:950:14: error: 'FixedPoint' does not name a type
950 | using F0 = FixedPoint<int32_t, 0>;
| ^~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:951:9: error: 'F3' does not name a type
951 | const F3 fixedpoint_input = F3::FromRaw(input >> 1);
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:952:9: error: 'F3' does not name a type
952 | const F3 fixedpoint_half_input =
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:954:9: error: 'F3' does not name a type
954 | const F3 fixedpoint_half_three =
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:958:3: error: 'F3' was not declared in this scope
958 | F3 x = F3::One();
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:961:11: error: 'F3' does not name a type
961 | const F3 x3 = Rescale<3>(x * x * x);
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:5: error: 'x' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:20: error: 'fixedpoint_half_three' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:48: error: 'fixedpoint_half_input' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:72: error: 'x3' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:9: error: 'Rescale' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:964:9: error: 'F0' does not name a type
964 | const F0 fixedpoint_half_sqrt_2 =
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:966:3: error: 'x' was not declared in this scope
966 | x = x * fixedpoint_half_sqrt_2;
| ^
In file included from lib/tfmicro/tensorflow/lite/kernels/internal/reference/comparisons.h:22,
from lib/tfmicro/tensorflow/lite/kernels/internal/reference/comparisons.cc:16:
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'int32_t tflite::MultiplyByQuantizedMultiplierSmallerThanOneExp(int32_t, int32_t, int)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:317:9: error: 'gemmlowp' has not been declared
317 | using gemmlowp::RoundingDivideByPOT;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:318:9: error: 'gemmlowp' has not been declared
318 | using gemmlowp::SaturatingRoundingDoublingHighMul;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:966:11: error: 'fixedpoint_half_sqrt_2' was not declared in this scope
966 | x = x * fixedpoint_half_sqrt_2;
| ^~~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.cc: In function 'int32_t tflite::MultiplyByQuantizedMultiplier(int32_t, int32_t, int)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.cc:69:9: error: 'gemmlowp' has not been declared
69 | using gemmlowp::RoundingDivideByPOT;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.cc:70:9: error: 'gemmlowp' has not been declared
70 | using gemmlowp::SaturatingRoundingDoublingHighMul;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:320:7: error: 'SaturatingRoundingDoublingHighMul' was not declared in this scope
320 | SaturatingRoundingDoublingHighMul(x, quantized_multiplier), -left_shift);
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.cc:73:30: error: 'SaturatingRoundingDoublingHighMul' was not declared in this scope
73 | return RoundingDivideByPOT(SaturatingRoundingDoublingHighMul(
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.cc:73:10: error: 'RoundingDivideByPOT' was not declared in this scope
73 | return RoundingDivideByPOT(SaturatingRoundingDoublingHighMul(
| ^~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:319:10: error: 'RoundingDivideByPOT' was not declared in this scope
319 | return RoundingDivideByPOT(
| ^~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'int32_t tflite::MultiplyByQuantizedMultiplierGreaterThanOne(int32_t, int32_t, int)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:325:9: error: 'gemmlowp' has not been declared
325 | using gemmlowp::SaturatingRoundingDoublingHighMul;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:326:10: error: 'SaturatingRoundingDoublingHighMul' was not declared in this scope
326 | return SaturatingRoundingDoublingHighMul(x * (1 << left_shift),
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: At global scope:
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:685:1: error: 'gemmlowp' does not name a type
685 | gemmlowp::FixedPoint<tRawType, tIntegerBits> SaturatingAddNonGemmlowp(
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:721:1: error: 'gemmlowp' does not name a type
721 | gemmlowp::FixedPoint<tRawType, tIntegerBits> SaturatingSub(
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'IntegerType tflite::SaturatingRoundingMultiplyByPOTParam(IntegerType, int)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:735:16: error: 'gemmlowp' has not been declared
735 | typename gemmlowp::FixedPointRawTypeTraits<IntegerType>::ScalarRawType;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:737:7: error: 'gemmlowp' has not been declared
737 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::min());
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:737:32: error: expected primary-expression before '>' token
737 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::min());
| ^
*** [.pio\build\esp32doit-devkit-v1\libf35\tfmicro\tensorflow\lite\kernels\internal\common.cc.o] Error 1
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:737:54: error: 'ScalarIntegerType' was not declared in this scope; did you mean 'IntegerType'?
737 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::min());
| ^~~~~~~~~~~~~~~~~
| IntegerType
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:737:71: error: template argument 1 is invalid
737 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::min());
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:739:7: error: 'gemmlowp' has not been declared
739 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::max());
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:739:32: error: expected primary-expression before '>' token
739 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::max());
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:745:7: error: 'gemmlowp' has not been declared
745 | gemmlowp::MaskIfGreaterThan(x, gemmlowp::Dup<IntegerType>(threshold));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:745:38: error: 'gemmlowp' has not been declared
745 | gemmlowp::MaskIfGreaterThan(x, gemmlowp::Dup<IntegerType>(threshold));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:745:63: error: expected primary-expression before '>' token
745 | gemmlowp::MaskIfGreaterThan(x, gemmlowp::Dup<IntegerType>(threshold));
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:747:7: error: 'gemmlowp' has not been declared
747 | gemmlowp::MaskIfLessThan(x, gemmlowp::Dup<IntegerType>(-threshold));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:747:35: error: 'gemmlowp' has not been declared
747 | gemmlowp::MaskIfLessThan(x, gemmlowp::Dup<IntegerType>(-threshold));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:747:60: error: expected primary-expression before '>' token
747 | gemmlowp::MaskIfLessThan(x, gemmlowp::Dup<IntegerType>(-threshold));
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:749:24: error: 'gemmlowp' has not been declared
749 | IntegerType result = gemmlowp::ShiftLeft(x, exponent);
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:750:12: error: 'gemmlowp' has not been declared
750 | result = gemmlowp::SelectUsingMask(positive_mask, max, result);
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:751:12: error: 'gemmlowp' has not been declared
751 | result = gemmlowp::SelectUsingMask(negative_mask, min, result);
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: At global scope:
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:758:1: error: 'gemmlowp' does not name a type
758 | gemmlowp::FixedPoint<tRawType, tIntegerBits>
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:804:8: error: 'gemmlowp' does not name a type
804 | inline gemmlowp::FixedPoint<int32_t, OutputIntegerBits>
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:888:8: error: 'gemmlowp' does not name a type
888 | inline gemmlowp::FixedPoint<int32_t, OutputIntegerBits>
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'int32_t tflite::GetReciprocal(int32_t, int, int*)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:910:3: error: 'gemmlowp' has not been declared
910 | gemmlowp::FixedPoint<int32_t, 0> shifted_scale =
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:910:31: error: expected primary-expression before ',' token
910 | gemmlowp::FixedPoint<int32_t, 0> shifted_scale =
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:910:36: error: 'shifted_scale' was not declared in this scope
910 | gemmlowp::FixedPoint<int32_t, 0> shifted_scale =
| ^~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:911:7: error: 'gemmlowp' has not been declared
911 | gemmlowp::one_over_one_plus_x_for_x_in_0_1(
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:912:11: error: 'gemmlowp' has not been declared
912 | gemmlowp::FixedPoint<int32_t, 0>::FromRaw(shifted_sum_minus_one));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:912:39: error: expected primary-expression before ',' token
912 | gemmlowp::FixedPoint<int32_t, 0>::FromRaw(shifted_sum_minus_one));
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:912:45: error: '::FromRaw' has not been declared
912 | gemmlowp::FixedPoint<int32_t, 0>::FromRaw(shifted_sum_minus_one));
| ^~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'void tflite::GetInvSqrtQuantizedMultiplierExp(int32_t, int, int32_t*, int*)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:944:9: error: 'gemmlowp' has not been declared
944 | using gemmlowp::FixedPoint;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:945:9: error: 'gemmlowp' has not been declared
945 | using gemmlowp::Rescale;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:946:9: error: 'gemmlowp' has not been declared
946 | using gemmlowp::SaturatingRoundingMultiplyByPOT;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:949:14: error: 'FixedPoint' does not name a type
949 | using F3 = FixedPoint<int32_t, 3>;
| ^~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:950:14: error: 'FixedPoint' does not name a type
950 | using F0 = FixedPoint<int32_t, 0>;
| ^~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:951:9: error: 'F3' does not name a type
951 | const F3 fixedpoint_input = F3::FromRaw(input >> 1);
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:952:9: error: 'F3' does not name a type
952 | const F3 fixedpoint_half_input =
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:954:9: error: 'F3' does not name a type
954 | const F3 fixedpoint_half_three =
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:958:3: error: 'F3' was not declared in this scope
958 | F3 x = F3::One();
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:961:11: error: 'F3' does not name a type
961 | const F3 x3 = Rescale<3>(x * x * x);
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:5: error: 'x' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:20: error: 'fixedpoint_half_three' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:48: error: 'fixedpoint_half_input' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:72: error: 'x3' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:9: error: 'Rescale' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:964:9: error: 'F0' does not name a type
964 | const F0 fixedpoint_half_sqrt_2 =
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:966:3: error: 'x' was not declared in this scope
966 | x = x * fixedpoint_half_sqrt_2;
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:966:11: error: 'fixedpoint_half_sqrt_2' was not declared in this scope
966 | x = x * fixedpoint_half_sqrt_2;
| ^~~~~~~~~~~~~~~~~~~~~~
*** [.pio\build\esp32doit-devkit-v1\libf35\tfmicro\tensorflow\lite\kernels\internal\reference\comparisons.cc.o] Error 1
In file included from lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc:23:
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'int32_t tflite::MultiplyByQuantizedMultiplierSmallerThanOneExp(int32_t, int32_t, int)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:317:9: error: 'gemmlowp' has not been declared
317 | using gemmlowp::RoundingDivideByPOT;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:318:9: error: 'gemmlowp' has not been declared
318 | using gemmlowp::SaturatingRoundingDoublingHighMul;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:320:7: error: 'SaturatingRoundingDoublingHighMul' was not declared in this scope
320 | SaturatingRoundingDoublingHighMul(x, quantized_multiplier), -left_shift);
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:319:10: error: 'RoundingDivideByPOT' was not declared in this scope
319 | return RoundingDivideByPOT(
| ^~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'int32_t tflite::MultiplyByQuantizedMultiplierGreaterThanOne(int32_t, int32_t, int)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:325:9: error: 'gemmlowp' has not been declared
325 | using gemmlowp::SaturatingRoundingDoublingHighMul;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:326:10: error: 'SaturatingRoundingDoublingHighMul' was not declared in this scope
326 | return SaturatingRoundingDoublingHighMul(x * (1 << left_shift),
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: At global scope:
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:685:1: error: 'gemmlowp' does not name a type
685 | gemmlowp::FixedPoint<tRawType, tIntegerBits> SaturatingAddNonGemmlowp(
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:721:1: error: 'gemmlowp' does not name a type
721 | gemmlowp::FixedPoint<tRawType, tIntegerBits> SaturatingSub(
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'IntegerType tflite::SaturatingRoundingMultiplyByPOTParam(IntegerType, int)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:735:16: error: 'gemmlowp' has not been declared
735 | typename gemmlowp::FixedPointRawTypeTraits<IntegerType>::ScalarRawType;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:737:7: error: 'gemmlowp' has not been declared
737 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::min());
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:737:32: error: expected primary-expression before '>' token
737 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::min());
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:737:54: error: 'ScalarIntegerType' was not declared in this scope; did you mean 'IntegerType'?
737 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::min());
| ^~~~~~~~~~~~~~~~~
| IntegerType
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:737:71: error: template argument 1 is invalid
737 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::min());
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:739:7: error: 'gemmlowp' has not been declared
739 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::max());
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:739:32: error: expected primary-expression before '>' token
739 | gemmlowp::Dup<IntegerType>(std::numeric_limits<ScalarIntegerType>::max());
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:745:7: error: 'gemmlowp' has not been declared
745 | gemmlowp::MaskIfGreaterThan(x, gemmlowp::Dup<IntegerType>(threshold));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:745:38: error: 'gemmlowp' has not been declared
745 | gemmlowp::MaskIfGreaterThan(x, gemmlowp::Dup<IntegerType>(threshold));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:745:63: error: expected primary-expression before '>' token
745 | gemmlowp::MaskIfGreaterThan(x, gemmlowp::Dup<IntegerType>(threshold));
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:747:7: error: 'gemmlowp' has not been declared
747 | gemmlowp::MaskIfLessThan(x, gemmlowp::Dup<IntegerType>(-threshold));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:747:35: error: 'gemmlowp' has not been declared
747 | gemmlowp::MaskIfLessThan(x, gemmlowp::Dup<IntegerType>(-threshold));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:747:60: error: expected primary-expression before '>' token
747 | gemmlowp::MaskIfLessThan(x, gemmlowp::Dup<IntegerType>(-threshold));
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:749:24: error: 'gemmlowp' has not been declared
749 | IntegerType result = gemmlowp::ShiftLeft(x, exponent);
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:750:12: error: 'gemmlowp' has not been declared
750 | result = gemmlowp::SelectUsingMask(positive_mask, max, result);
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:751:12: error: 'gemmlowp' has not been declared
751 | result = gemmlowp::SelectUsingMask(negative_mask, min, result);
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: At global scope:
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:758:1: error: 'gemmlowp' does not name a type
758 | gemmlowp::FixedPoint<tRawType, tIntegerBits>
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:804:8: error: 'gemmlowp' does not name a type
804 | inline gemmlowp::FixedPoint<int32_t, OutputIntegerBits>
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:888:8: error: 'gemmlowp' does not name a type
888 | inline gemmlowp::FixedPoint<int32_t, OutputIntegerBits>
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'int32_t tflite::GetReciprocal(int32_t, int, int*)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:910:3: error: 'gemmlowp' has not been declared
910 | gemmlowp::FixedPoint<int32_t, 0> shifted_scale =
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:910:31: error: expected primary-expression before ',' token
910 | gemmlowp::FixedPoint<int32_t, 0> shifted_scale =
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:910:36: error: 'shifted_scale' was not declared in this scope
910 | gemmlowp::FixedPoint<int32_t, 0> shifted_scale =
| ^~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:911:7: error: 'gemmlowp' has not been declared
911 | gemmlowp::one_over_one_plus_x_for_x_in_0_1(
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:912:11: error: 'gemmlowp' has not been declared
912 | gemmlowp::FixedPoint<int32_t, 0>::FromRaw(shifted_sum_minus_one));
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:912:39: error: expected primary-expression before ',' token
912 | gemmlowp::FixedPoint<int32_t, 0>::FromRaw(shifted_sum_minus_one));
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:912:45: error: '::FromRaw' has not been declared
912 | gemmlowp::FixedPoint<int32_t, 0>::FromRaw(shifted_sum_minus_one));
| ^~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h: In function 'void tflite::GetInvSqrtQuantizedMultiplierExp(int32_t, int, int32_t*, int*)':
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:944:9: error: 'gemmlowp' has not been declared
944 | using gemmlowp::FixedPoint;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:945:9: error: 'gemmlowp' has not been declared
945 | using gemmlowp::Rescale;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:946:9: error: 'gemmlowp' has not been declared
946 | using gemmlowp::SaturatingRoundingMultiplyByPOT;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:949:14: error: 'FixedPoint' does not name a type
949 | using F3 = FixedPoint<int32_t, 3>;
| ^~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:950:14: error: 'FixedPoint' does not name a type
950 | using F0 = FixedPoint<int32_t, 0>;
| ^~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:951:9: error: 'F3' does not name a type
951 | const F3 fixedpoint_input = F3::FromRaw(input >> 1);
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:952:9: error: 'F3' does not name a type
952 | const F3 fixedpoint_half_input =
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:954:9: error: 'F3' does not name a type
954 | const F3 fixedpoint_half_three =
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:958:3: error: 'F3' was not declared in this scope
958 | F3 x = F3::One();
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:961:11: error: 'F3' does not name a type
961 | const F3 x3 = Rescale<3>(x * x * x);
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:5: error: 'x' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:20: error: 'fixedpoint_half_three' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:48: error: 'fixedpoint_half_input' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:72: error: 'x3' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:962:9: error: 'Rescale' was not declared in this scope
962 | x = Rescale<3>(fixedpoint_half_three * x - fixedpoint_half_input * x3);
| ^~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:964:9: error: 'F0' does not name a type
964 | const F0 fixedpoint_half_sqrt_2 =
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:966:3: error: 'x' was not declared in this scope
966 | x = x * fixedpoint_half_sqrt_2;
| ^
lib/tfmicro/tensorflow/lite/kernels/internal/common.h:966:11: error: 'fixedpoint_half_sqrt_2' was not declared in this scope
966 | x = x * fixedpoint_half_sqrt_2;
| ^~~~~~~~~~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc: In function 'void tflite::tensor_utils::PortableApplySigmoid(const int16_t*, int32_t, int32_t, int16_t*)':
lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc:566:18: error: 'gemmlowp' does not name a type
566 | using F3 = gemmlowp::FixedPoint<std::int16_t, 3>;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc:567:18: error: 'gemmlowp' does not name a type
567 | using F0 = gemmlowp::FixedPoint<std::int16_t, 0>;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc:569:7: error: 'F3' was not declared in this scope
569 | F3 sigmoid_input = F3::FromRaw(input[index]);
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc:570:7: error: 'F0' was not declared in this scope; did you mean 'y0'?
570 | F0 sigmoid_output = gemmlowp::logistic(sigmoid_input);
| ^~
| y0
lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc:571:23: error: 'sigmoid_output' was not declared in this scope
571 | output[index] = sigmoid_output.raw();
| ^~~~~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc: In function 'void tflite::tensor_utils::PortableApplyTanhImpl(const int16_t*, int32_t, int32_t, int16_t*)':
lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc:598:14: error: 'gemmlowp' does not name a type
598 | using FX = gemmlowp::FixedPoint<std::int16_t, IntegerBits>;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc:599:14: error: 'gemmlowp' does not name a type
599 | using F0 = gemmlowp::FixedPoint<std::int16_t, 0>;
| ^~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc:603:7: error: 'FX' was not declared in this scope
603 | FX tanh_input = FX::FromRaw(input[index]);
| ^~
lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc:604:7: error: 'F0' was not declared in this scope; did you mean 'y0'?
604 | F0 tanh_output = gemmlowp::tanh(tanh_input);
| ^~
| y0
lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc:605:23: error: 'tanh_output' was not declared in this scope
605 | output[index] = tanh_output.raw();
| ^~~~~~~~~~~
lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc: In function 'void tflite::tensor_utils::PortableCwiseMul(const int16_t*, const int16_t*, int, int, int, int16_t*)':
lib/tfmicro/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc:661:32: error: 'gemmlowp' has not been declared
661 | static_cast<int16_t>(gemmlowp::RoundingDivideByPOT(value, shift));
| ^~~~~~~~
*** [.pio\build\esp32doit-devkit-v1\libf35\tfmicro\tensorflow\lite\kernels\internal\reference\portable_tensor_utils.cc.o] Error 1
