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.bazelrc

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@@ -22,7 +22,7 @@
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# +------------------------------------------------------------+
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# Enable colorful output of GCC
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build --cxxopt="-fdiagnostics-color=always"
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build --cxxopt='-std=c++14'
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build --cxxopt='-std=c++17'
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#build --linkopt="-Wl,--no-as-needed"
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.circleci/config.yml

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@@ -269,10 +269,10 @@ commands:
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parameters:
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torch-build:
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type: string
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default: "2.1.0.dev20230419+cu118"
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default: "2.1.0.dev20230605+cu118"
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torchvision-build:
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type: string
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default: "0.16.0.dev20230419+cu118"
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default: "0.16.0.dev20230605+cu118"
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torch-build-index:
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type: string
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default: "https://download.pytorch.org/whl/nightly/cu118"
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# Nightly platform config
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torch-build:
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type: string
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default: "2.1.0.dev20230419+cu118"
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default: "2.1.0.dev20230605+cu118"
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torchvision-build:
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type: string
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default: "0.16.0.dev20230419+cu118"
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default: "0.16.0.dev20230605+cu118"
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torch-build-index:
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type: string
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default: "https://download.pytorch.org/whl/nightly/cu118"

CMakeLists.txt

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cmake_minimum_required(VERSION 3.17)
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project(Torch-TensorRT LANGUAGES CXX)
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# use c++14 like PyTorch
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set(CMAKE_CXX_STANDARD 14)
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# use c++17 like PyTorch
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set(CMAKE_CXX_STANDARD 17)
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# Build the libraries with -fPIC
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set(CMAKE_POSITION_INDEPENDENT_CODE ON)

README.md

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@@ -116,7 +116,7 @@ torch.jit.save(trt_ts_module, "trt_torchscript_module.ts") # save the TRT embedd
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These are the following dependencies used to verify the testcases. Torch-TensorRT can work with other versions, but the tests are not guaranteed to pass.
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- Bazel 5.2.0
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- Libtorch 2.1.0.dev20230419 (built with CUDA 11.8)
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- Libtorch 2.1.0.dev20230605 (built with CUDA 11.8)
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- CUDA 11.8
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- cuDNN 8.8.0
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- TensorRT 8.6.1

WORKSPACE

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@@ -51,17 +51,17 @@ new_local_repository(
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http_archive(
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name = "libtorch",
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build_file = "@//third_party/libtorch:BUILD",
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sha256 = "1a526a9cd19c1015674d26921dbb94bcd2d632a6f9c431a21c43f4e24768d834",
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sha256 = "999becce82b73e566d0ffe010cd21fea8cf3a33f90f09dcc6b01150b820ae063",
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strip_prefix = "libtorch",
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urls = ["https://download.pytorch.org/libtorch/nightly/cu118/libtorch-cxx11-abi-shared-with-deps-2.1.0.dev20230419%2Bcu118.zip"],
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urls = ["https://download.pytorch.org/libtorch/nightly/cu118/libtorch-cxx11-abi-shared-with-deps-2.1.0.dev20230605%2Bcu118.zip"],
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)
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http_archive(
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name = "libtorch_pre_cxx11_abi",
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build_file = "@//third_party/libtorch:BUILD",
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sha256 = "60c5912a5085a6a7073b3804b10d41d6cc054693bbeb7a45e0247050c2837bac",
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sha256 = "786cc728c63ea69c40bd8fb535cf8e5e1dfff1d43eaad3eb5256b9ed89c1b268",
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strip_prefix = "libtorch",
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urls = ["https://download.pytorch.org/libtorch/nightly/cu118/libtorch-shared-with-deps-2.1.0.dev20230419%2Bcu118.zip"],
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urls = ["https://download.pytorch.org/libtorch/nightly/cu118/libtorch-shared-with-deps-2.1.0.dev20230605%2Bcu118.zip"],
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)
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# Download these tarballs manually from the NVIDIA website

core/runtime/TRTEngine.cpp

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@@ -111,7 +111,7 @@ TRTEngine::TRTEngine(
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for (size_t pyt_idx = 0; pyt_idx < inputs_size; pyt_idx++) {
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auto binding_name = _in_binding_names[pyt_idx];
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auto trt_idx = cuda_engine->getBindingIndex(binding_name.c_str());
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std::string engine_binded_name = cuda_engine->getIOTensorName(pyt_idx);
114+
std::string engine_binded_name = cuda_engine->getIOTensorName(trt_idx);
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TORCHTRT_CHECK(
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(binding_name == engine_binded_name),
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"Could not find a TensorRT engine binding for input named " << binding_name);

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