[App] Restore cpp_rtvm native inference tool on Relax VM and the tvm-ffi runtime - #20484
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Raman-Raje wants to merge 2 commits into
Closed
Raman-Raje wants to merge 2 commits into
Raman-Raje wants to merge 2 commits into
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given we are moving towards making the core more lightweight and now it is reasonably easy for agent to bring up the support, i feel it is nice to actually not having to maintain applications on the core repo |
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Thanks @tqchen, that makes sense given the direction of keeping the core lightweight. |
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Summary
This PR brings back
apps/cpp_rtvm, the standalone C++ tool (rtvm) for running TVM-compiledmodels directly on a target device such as Android (OpenCL), without Python. It was removed in
#17660 along with the Relay C++ components. This version is rewritten for the current stack:
vm_load_executable,vm_initialization,set_input,invoke_stateful,get_output) instead of the graph executortvm::ffiAPIs (ffi::Module::LoadFromFile,ffi::Function,Tensor)TVM_RUNTIME_BACKEND_LIBS), linked the same way asapps/cpp_rpcBuild with
-DUSE_CPP_RTVM=ON(the option already exists incmake/config.cmake).Testing
rtvmandlibtvm_runnerfor CPU, GPU, and Android targets.