[Bug] Building erros for hexagon_launcher

[chayliu-ecarx]

When building hexagon_launcher as the guide: https://github.com/apache/tvm/tree/main/apps/hexagon_launcher，there are some errors:

tvm/apps/hexagon_launcher/cmake/hexagon/../../../../include/tvm/runtime/container/array.h:661:76: error: no member named 'invoke_result_t' in namespace 'std'
  template <typename F, typename = std::enable_if_t<std::is_same_v<T, std::invoke_result_t<F, T>>>>
                                                                      ~~~~~^
tvm/apps/hexagon_launcher/cmake/hexagon/../../../../include/tvm/runtime/container/array.h:661:92: error: 'F' does not refer to a value
  template <typename F, typename = std::enable_if_t<std::is_same_v<T, std::invoke_result_t<F, T>>>>
                                                                                           ^
tvm/apps/hexagon_launcher/cmake/hexagon/../../../../include/tvm/runtime/container/array.h:661:22: note: declared here
  template <typename F, typename = std::enable_if_t<std::is_same_v<T, std::invoke_result_t<F, T>>>>
                     ^
tvm/apps/hexagon_launcher/cmake/hexagon/../../../../include/tvm/runtime/container/array.h:661:99: error: expected member name or ';' after declaration specifiers
  template <typename F, typename = std::enable_if_t<std::is_same_v<T, std::invoke_result_t<F, T>>>>
                                                                                                  ^
tvm/apps/hexagon_launcher/cmake/hexagon/../../../../include/tvm/runtime/container/array.h:784:43: error: no template named 'invoke_result_t' in namespace 'std'
  template <typename F, typename U = std::invoke_result_t<F, T>>
                                     ~~~~~^
tvm/apps/hexagon_launcher/cmake/hexagon/../../../../include/tvm/runtime/container/array.h:792:47: error: no template named 'is_same_v' in namespace 'std'; did you mean 'is_same'?

the hexagon sdk version is 4.5.

@quic-sanirudh @abhikran-quic @kparzysz-quic @sdalvi-quic

[chayliu-ecarx]

solved by adding cmake option: -DCMAKE_CXX_STANDARD=17 .

[quic-sanirudh]

solved by adding cmake option: -DCMAKE_CXX_STANDARD=17 .

Thanks for the issue. If you're interested, please feel free to send a PR to update the docs so that it's helpful to others.

[chayliu-ecarx]

Ok，I will add this to readme.

However, there are some other questions:

1. Can we import other framework model such as onnx?
2. Can we import a float32 model and using AIMET quantify encoding information?
3. Can we use qnn as the runtime by BYOC?
4. After import the inceptionv4 TFLITE model，and then trying to building for it as:

mod, params = relay.frontend.from_tflite(tflite_model)
target = tvm.target.hexagon('v66', hvx=0)
with tvm.transform.PassContext(opt_level=3):
    lib = relay.build(mod, tvm.target.Target(target, host=target), params=params, mod_name="default")

there is an error: LLVM ERROR: Do not know how to split the result of this operator!

[quic-sanirudh]

Ok，I will add this to readme.

However, there are some other questions:

1. Can we import other framework model such as onnx?
2. Can we import a float32 model and using AIMET quantify encoding information?
3. Can we use qnn as the runtime by BYOC?
4. After import the inceptionv4 TFLITE model，and then trying to building for it as:

mod, params = relay.frontend.from_tflite(tflite_model)
target = tvm.target.hexagon('v66', hvx=0)
with tvm.transform.PassContext(opt_level=3):
    lib = relay.build(mod, tvm.target.Target(target, host=target), params=params, mod_name="default")

there is an error: LLVM ERROR: Do not know how to split the result of this operator!

1. Importing onnx models through onnx importer in relay is supported. There are some examples in hexagon contrib tests you can refer.
2. No. AIMET quantization is not supported in TVM
3. No, we don't support QNN through BYOC.
4. That sounds like an error in LLVM lowering, which needs to be fixed in LLVM. Please post a separate issue with steps to reproduce and we can try to fix it.

Let me know if it's okay to close this issue as you figured out the fix.

[chayliu-ecarx]

Ok, I will add this to readme file.