Open perone opened 5 years ago
Hey, thanks a lot for the feedback @perone. I'll respond to everything in detail shortly.
So, for the first point: This is sort of intended. The torch/torch.h
header is for the C++ frontend, which is not strictly the same as the TorchScript C++ API. torch/script.h
is intended to expose all necessary headers to interface with TorchScript, while torch/torch.h
is intended to expose all necessary headers for defining and training models with the C++ frontend.
I will fix the ATenConfig.cmake thing. Did that cause an error for your, or are you just mentioning it? It looks wrong, but I haven't seen errors from this yet.
For documentation: Did you see the tutorial on exporting a model to C++ and loading it, https://pytorch.org/tutorials/advanced/cpp_export.html? Which tutorial would you liked to have had? I can write more.
I will fix the torch::jit::load
issue. It also doesn't seem to have good docs anyway.
I fixed the various torch::*
namespace links in https://github.com/pytorch/pytorch/pull/12521.
Let me know your thoughts and thanks so much for all the very helpful feedback!
Hi @goldsborough thanks a lot for the quick reply ! Regarding the ATenConfig.cmake
I haven't faced errors, just mentioned because I saw it by accident. I didn't saw the https://pytorch.org/tutorials/advanced/cpp_export.html tutorial, looks amazing. I guess the useful tutorials would be the ones like this one you did and focusing on the custom types (like the torch::jit::IValue
that you mentioned for instance) and how to handle tensors, what are the copy/move semantics for them, etc. Also, I would avoid the auto
on tutorials, it kind of omits the return type for who is reading, I understand it's very useful in code but for tutorials seems to hide important information.
Thanks again for the amazing work ! 👍
I fixed the torch::jit::load
docs. The text needs an update too, but at least the overloads show up correctly.
Hey, I just did a simple integration of libtorch as an addon for nodejs. The API worked very nice and I really enjoyed the design, it's very well done ! I'm adding in this issue some feedbacks (don't know if here is the best place, but here you go):
torch::jit::load
isn't exposed by just adding thetorch/torch.h
header, you have to include thetorch/script.h
as well, don't know if it is intentional but it took me some time to find the right header, maybe a documentation improvement could help;share/cmake/ATen/ATenConfig.cmake
:/Users/administrator/nightlies/2018_10_01/wheel_build_dirs/libtorch_2.7/pytorch/torch/lib/tmp_install/include
;torch::jit::load
(https://pytorch.org/cppdocs/api/function_namespacetorch_1_1jit_1ace2c44fb8af5905ae17834e81086b8a3.html#exhale-function-namespacetorch-1-1jit-1ace2c44fb8af5905ae17834e81086b8a3)torch::nn
,torch::optim
,torch::data
,torch::serialize
,torch::jit
andtorch::python
)This is what I remember, if I see anything else I'll add it here as well.