nrdmtt opened a new issue, #12289:
URL: https://github.com/apache/tvm/issues/12289
I am trying to complite TVM from source in order to have microTVM support
and GPU acceleration using Cuda and Tensorflow.
### Expected behavior
TVM compiled from source, microTVM enabled, with Tensorflow,
Tensorflow-lite, Cuda and CMSIS-NN support
### Actual behavior
During compilation, CMAKE returns an error due to the Tensorflow dependency.
**1. First Try -- USE_TENSORFLOW_PATH set to 'none'**
> In file included from
/home/user/AI/tvm/src/runtime/contrib/tflite/tflite_runtime.cc:23:
/home/user/AI/tvm/src/runtime/contrib/tflite/tflite_runtime.h:29:10: fatal
error: tensorflow/lite/interpreter.h: No such file or directory
29 | #include <tensorflow/lite/interpreter.h>
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
compilation terminated.
make[2]: *** [CMakeFiles/tvm_runtime_objs.dir/build.make:856:
CMakeFiles/tvm_runtime_objs.dir/src/runtime/contrib/tflite/tflite_runtime.cc.o]
Error 1
make[2]: *** Waiting for unfinished jobs....
This error make sense, since the compiler does not know where to find the
required includes. But if I try to specify tensorflow source path...
**2. Second Try -- USE_TENSORFLOW_PATH set to "~/AI/tensorflow_src"**
> /bin/ld: /home/user/AI/tflite_build/libtensorflow-lite.a(rfft2d.cc.o): in
function `tflite::ops::builtin::rfft2d::Rfft2dImpl(int, int, double**, int*,
double*)':
rfft2d.cc:(.text+0x936): undefined reference to `rdft2d'
The complete log can be found here: https://pastebin.com/0eQStGPn
### Environment
Ubuntu 20.04 kernel 5.15.0-41
Python 3.8.10
GCC,G++ 11.1
TVM from source/master
LLVM 14
NVIDIA-SMI 515.48.07 -- Driver Version: 515.48.07 -- CUDA Version: 11.7
ninja from source/master
NNPack from source (compiled as
https://tvm.apache.org/docs/install/nnpack.html)
Tensorflow lite from source (compiled as
https://www.tensorflow.org/lite/guide/build_cmake)
### Steps to reproduce
Following https://tvm.apache.org/docs/install/from_source.html
[config.cmake](https://pastebin.com/MhFNsGgu)
> cmake ..
[cmake log](https://pastebin.com/gmxp9fEZ)
> make -j24
[make log](https://pastebin.com/vq6i1ucL)
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