Comments (4)
jenselofsson
commented on June 17, 2024
The problem seems to be a bit more complex than the proposed solution. If I run the script tensorflow/lite/micro/tools/ci_build/test_all.sh, the Arduino build fails with the following errors:
/tmp/tflite-arduino-build/libraries/tensorflow_lite/tensorflow/lite/micro/all_ops_resolver.cpp.o: In function `tflite::AllOpsResolver::AllOpsResolver()':
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:118: undefined reference to `tflite::ops::micro::Register_ABS()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:123: undefined reference to `tflite::ops::micro::Register_ADD()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:128: undefined reference to `tflite::Register_ADD_N()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:134: undefined reference to `tflite::ops::micro::Register_ARG_MAX()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:139: undefined reference to `tflite::ops::micro::Register_ARG_MIN()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:144: undefined reference to `tflite::Register_AVERAGE_POOL_2D()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:149: undefined reference to `tflite::Register_BATCH_TO_SPACE_ND()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:157: undefined reference to `tflite::ops::micro::Register_CEIL()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:168: undefined reference to `tflite::ops::micro::Register_CONCATENATION()'
/tmp/tflite-arduino-build/libraries/tensorflow_lite/tensorflow/lite/micro/all_ops_resolver.cpp.o: In function `tflite::AllOpsResolver::AllOpsResolver()':
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:173: undefined reference to `tflite::Register_CONV_2D()'
/tmp/tflite-arduino-build/libraries/tensorflow_lite/tensorflow/lite/micro/all_ops_resolver.cpp.o: In function `tflite::AllOpsResolver::AllOpsResolver()':
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:178: undefined reference to `tflite::ops::micro::Register_COS()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:183: undefined reference to `tflite::Register_CUMSUM()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:189: undefined reference to `tflite::Register_DEPTH_TO_SPACE()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:194: undefined reference to `tflite::Register_DEPTHWISE_CONV_2D()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:199: undefined reference to `tflite::ops::micro::Register_DEQUANTIZE()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:204: undefined reference to `tflite::Register_DETECTION_POSTPROCESS()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:209: undefined reference to `tflite::Register_ELU()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:214: undefined reference to `tflite::ops::micro::Register_EQUAL()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:218: undefined reference to `tflite::Register_ETHOSU()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:220: undefined reference to `tflite::GetString_ETHOSU()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:240: undefined reference to `tflite::ops::micro::Register_FLOOR()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:244: undefined reference to `tflite::Register_FLOOR_DIV()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:249: undefined reference to `tflite::Register_FLOOR_MOD()'
/tmp/tflite-arduino-build/libraries/tensorflow_lite/tensorflow/lite/micro/all_ops_resolver.cpp.o: In function `tflite::AllOpsResolver::AllOpsResolver()':
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:254: undefined reference to `tflite::Register_FULLY_CONNECTED()'
/tmp/tflite-arduino-build/libraries/tensorflow_lite/tensorflow/lite/micro/all_ops_resolver.cpp.o: In function `tflite::AllOpsResolver::AllOpsResolver()':
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:271: undefined reference to `tflite::ops::micro::Register_GREATER()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:276: undefined reference to `tflite::ops::micro::Register_GREATER_EQUAL()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:282: undefined reference to `tflite::ops::micro::Register_HARD_SWISH()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:292: undefined reference to `tflite::ops::micro::Register_L2_NORMALIZATION()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:297: undefined reference to `tflite::Register_L2_POOL_2D()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:302: undefined reference to `tflite::Register_LEAKY_RELU()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:307: undefined reference to `tflite::ops::micro::Register_LESS()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:313: undefined reference to `tflite::ops::micro::Register_LESS_EQUAL()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:318: undefined reference to `tflite::ops::micro::Register_LOG()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:324: undefined reference to `tflite::ops::micro::Register_LOGICAL_AND()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:330: undefined reference to `tflite::ops::micro::Register_LOGICAL_NOT()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:336: undefined reference to `tflite::ops::micro::Register_LOGICAL_OR()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:342: undefined reference to `tflite::ops::micro::Register_LOGISTIC()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:352: undefined reference to `tflite::Register_MAX_POOL_2D()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:347: undefined reference to `tflite::ops::micro::Register_MAXIMUM()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:356: undefined reference to `tflite::ops::micro::Register_MEAN()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:362: undefined reference to `tflite::ops::micro::Register_MINIMUM()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:366: undefined reference to `tflite::ops::micro::Register_MUL()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:371: undefined reference to `tflite::ops::micro::Register_NEG()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:377: undefined reference to `tflite::ops::micro::Register_NOT_EQUAL()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:381: undefined reference to `tflite::ops::micro::Register_PACK()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:386: undefined reference to `tflite::ops::micro::Register_PAD()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:392: undefined reference to `tflite::ops::micro::Register_PADV2()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:397: undefined reference to `tflite::ops::micro::Register_PRELU()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:401: undefined reference to `tflite::Register_QUANTIZE()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:407: undefined reference to `tflite::ops::micro::Register_REDUCE_MAX()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:411: undefined reference to `tflite::ops::micro::Register_RELU()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:417: undefined reference to `tflite::ops::micro::Register_RELU6()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:422: undefined reference to `tflite::ops::micro::Register_RESHAPE()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:427: undefined reference to `tflite::Register_RESIZE_BILINEAR()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:432: undefined reference to `tflite::ops::micro::Register_RESIZE_NEAREST_NEIGHBOR()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:438: undefined reference to `tflite::ops::micro::Register_ROUND()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:443: undefined reference to `tflite::ops::micro::Register_RSQRT()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:447: undefined reference to `tflite::Register_SHAPE()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:451: undefined reference to `tflite::ops::micro::Register_SIN()'
/tmp/tflite-arduino-build/libraries/tensorflow_lite/tensorflow/lite/micro/all_ops_resolver.cpp.o: In function `tflite::AllOpsResolver::AllOpsResolver()':
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:456: undefined reference to `tflite::Register_SOFTMAX()'
/tmp/tflite-arduino-build/libraries/tensorflow_lite/tensorflow/lite/micro/all_ops_resolver.cpp.o: In function `tflite::AllOpsResolver::AllOpsResolver()':
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:462: undefined reference to `tflite::Register_SPACE_TO_BATCH_ND()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:466: undefined reference to `tflite::Register_SPACE_TO_DEPTH()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:472: undefined reference to `tflite::ops::micro::Register_SPLIT()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:477: undefined reference to `tflite::ops::micro::Register_SPLIT_V()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:486: undefined reference to `tflite::ops::micro::Register_SQRT()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:492: undefined reference to `tflite::ops::micro::Register_SQUARE()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:481: undefined reference to `tflite::Register_SQUEEZE()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:497: undefined reference to `tflite::ops::micro::Register_STRIDED_SLICE()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:502: undefined reference to `tflite::ops::micro::Register_SUB()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:507: undefined reference to `tflite::Register_SVDF()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:511: undefined reference to `tflite::ops::micro::Register_TANH()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:517: undefined reference to `tflite::Register_TRANSPOSE_CONV()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:521: undefined reference to `tflite::Register_TRANSPOSE()'
/home/username/Arduino/libraries/tensorflow_lite/src/tensorflow/lite/micro/micro_mutable_op_resolver.h:527: undefined reference to `tflite::ops::micro::Register_UNPACK()'
collect2: error: ld returned 1 exit status
Multiple libraries were found for "TensorFlowLite.h"
Used: /home/username/Arduino/libraries/tensorflow_lite
Error: build failed: exit status 1
Error during build
Cleaning up to prevent Kokoro errors (see http://b/186570469)
find: ‘../google/’: No such file or directory
rm -rf tensorflow/lite/micro/tools/make/gen
rm -rf tensorflow/lite/micro/tools/make/downloads
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advaitjain
commented on June 17, 2024
Thanks for creating the issue. We'll look into this.
from tflite-micro.
njeffrie
commented on June 17, 2024
Looks like an error on my part during the Makefile source refactor. Your change plus adding MICROLITE_CC_KERNEL_SRCS to ALL_SRCS (Makefile line 614) appears to fix the issue.
from tflite-micro.
jenselofsson
commented on June 17, 2024
The issue seems to persist even with those changes (if I ran the github actions correctly, it's the first time I tried):
https://github.com/jenselofsson/tflite-micro/runs/3018202702?check_suite_focus=true
I tried looking around in the test scripts and in the Makefile to see if I could spot if anything is needed particularly related to Arduino, but i couldn't find anything obvious (although I'm not too experienced with how the Arduino build system works).
For simplicities sake I'll submit a PR to tensorflow/tflite-micro instead of my fork.
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