安裝C++接口的onnx-runtime

安裝依賴項：

安裝CMake：可以通過包管理器（如apt、yum等）安裝CMake。

安裝C++編譯器：確保系統(tǒng)中已安裝C++編譯器，如GCC或Clang。

下載源文件

克隆ONNX Runtime的GitHub倉庫，指定版本是為了適配python3.8：

git clone --branch v1.5.2 --recursive https://gitee.com/lee-zq/onnxruntime.git

構(gòu)建ONNX Runtime

進入ONNX Runtime的源代碼目錄：
// 首先創(chuàng)建一個conda環(huán)境，因為./build.sh實際上調(diào)用的是./tools/cl_build/build.py

cd onnxruntime
conda create -n onnxruntime python=3.8
./build.sh --skip_tests --config Release --build_shared_lib --parallel

注意，若配合cuda使用，命令行末尾應(yīng)添加

-cuda_home /usr/local/cuda-11.3 --cudnn_home /usr/local/cuda-11.3

注意，編譯前，確保機器裝有l(wèi)inux環(huán)境：

sudo apt-get install build-essential

這將使用所有可用的CPU核心進行編譯。如果希望使用指定數(shù)量的核心，可以將$(nproc)替換為所需的核心數(shù)量。

安裝ONNX Runtime

運行以下命令進行安裝：

cd /build/Linux/Release
sudo make install

通過按照上述步驟，您應(yīng)該能夠在Linux上成功安裝ONNX Runtime。請注意，安裝過程中可能需要根據(jù)您的系統(tǒng)和需求進行適當(dāng)?shù)恼{(diào)整。

Install the project...
-- Install configuration: "Release"
-- Installing: /usr/local/include/onnxruntime/core/common
-- Installing: /usr/local/include/onnxruntime/core/common/code_location.h
-- Installing: /usr/local/include/onnxruntime/core/common/common.h
-- Installing: /usr/local/include/onnxruntime/core/common/const_pointer_container.h
-- Installing: /usr/local/include/onnxruntime/core/common/eigen_common_wrapper.h
-- Installing: /usr/local/include/onnxruntime/core/common/exceptions.h
-- Installing: /usr/local/include/onnxruntime/core/common/logging
-- Installing: /usr/local/include/onnxruntime/core/common/logging/capture.h
-- Installing: /usr/local/include/onnxruntime/core/common/logging/isink.h
-- Installing: /usr/local/include/onnxruntime/core/common/logging/logging.h
-- Installing: /usr/local/include/onnxruntime/core/common/logging/macros.h
-- Installing: /usr/local/include/onnxruntime/core/common/logging/severity.h
-- Installing: /usr/local/include/onnxruntime/core/common/make_unique.h
-- Installing: /usr/local/include/onnxruntime/core/common/optional.h
-- Installing: /usr/local/include/onnxruntime/core/common/status.h
-- Installing: /usr/local/include/onnxruntime/core/graph
-- Installing: /usr/local/include/onnxruntime/core/graph/basic_types.h
-- Installing: /usr/local/include/onnxruntime/core/graph/constants.h
-- Installing: /usr/local/include/onnxruntime/core/graph/function.h
-- Installing: /usr/local/include/onnxruntime/core/graph/graph.h
-- Installing: /usr/local/include/onnxruntime/core/graph/graph_nodes.h
-- Installing: /usr/local/include/onnxruntime/core/graph/graph_viewer.h
-- Installing: /usr/local/include/onnxruntime/core/graph/indexed_sub_graph.h
-- Installing: /usr/local/include/onnxruntime/core/graph/node_arg.h
-- Installing: /usr/local/include/onnxruntime/core/graph/onnx_protobuf.h
-- Installing: /usr/local/include/onnxruntime/core/graph/schema_registry.h
-- Installing: /usr/local/include/onnxruntime/core/framework
-- Installing: /usr/local/include/onnxruntime/core/framework/alloc_kind.h
-- Installing: /usr/local/include/onnxruntime/core/framework/allocator.h
-- Installing: /usr/local/include/onnxruntime/core/framework/customregistry.h
-- Installing: /usr/local/include/onnxruntime/core/framework/data_types.h
-- Installing: /usr/local/include/onnxruntime/core/framework/data_types_internal.h
-- Installing: /usr/local/include/onnxruntime/core/framework/endian.h
-- Installing: /usr/local/include/onnxruntime/core/framework/execution_provider.h
-- Installing: /usr/local/include/onnxruntime/core/framework/fence.h
-- Installing: /usr/local/include/onnxruntime/core/framework/framework_common.h
-- Installing: /usr/local/include/onnxruntime/core/framework/func_api.h
-- Installing: /usr/local/include/onnxruntime/core/framework/kernel_def_builder.h
-- Installing: /usr/local/include/onnxruntime/core/framework/kernel_registry.h
-- Installing: /usr/local/include/onnxruntime/core/framework/ml_value.h
-- Installing: /usr/local/include/onnxruntime/core/framework/op_kernel.h
-- Installing: /usr/local/include/onnxruntime/core/framework/op_kernel_info.h
-- Installing: /usr/local/include/onnxruntime/core/framework/op_node_proto_helper.h
-- Installing: /usr/local/include/onnxruntime/core/framework/ortdevice.h
-- Installing: /usr/local/include/onnxruntime/core/framework/ortmemoryinfo.h
-- Installing: /usr/local/include/onnxruntime/core/framework/run_options.h
-- Installing: /usr/local/include/onnxruntime/core/framework/sparse_tensor.h
-- Installing: /usr/local/include/onnxruntime/core/framework/tensor.h
-- Installing: /usr/local/include/onnxruntime/core/framework/tensor_shape.h
-- Installing: /usr/local/include/onnxruntime/core/providers/cpu
-- Installing: /usr/local/include/onnxruntime/core/providers/cpu/cpu_provider_factory.h
-- Installing: /usr/local/include/onnxruntime/core/optimizer
-- Installing: /usr/local/include/onnxruntime/core/optimizer/graph_transformer.h
-- Installing: /usr/local/include/onnxruntime/core/optimizer/graph_transformer_level.h
-- Installing: /usr/local/include/onnxruntime/core/optimizer/graph_transformer_utils.h
-- Installing: /usr/local/include/onnxruntime/core/optimizer/rewrite_rule.h
-- Installing: /usr/local/include/onnxruntime/core/optimizer/rule_based_graph_transformer.h
-- Installing: /usr/local/include/onnxruntime/core/session
-- Installing: /usr/local/include/onnxruntime/core/session/automl_data_containers.h
-- Installing: /usr/local/include/onnxruntime/core/session/environment.h
-- Installing: /usr/local/include/onnxruntime/core/session/experimental_onnxruntime_cxx_api.h
-- Installing: /usr/local/include/onnxruntime/core/session/experimental_onnxruntime_cxx_inline.h
-- Installing: /usr/local/include/onnxruntime/core/session/onnxruntime_c_api.h
-- Installing: /usr/local/include/onnxruntime/core/session/onnxruntime_cxx_api.h
-- Installing: /usr/local/include/onnxruntime/core/session/onnxruntime_cxx_inline.h
-- Installing: /usr/local/include/onnxruntime/core/session/onnxruntime_session_options_config_keys.h
-- Installing: /usr/local/lib/libonnxruntime.so.1.5.2
-- Installing: /usr/local/lib/libonnxruntime.so
-- Installing: /usr/local/bin/onnx_test_runner

安裝完成。文章來源地址http://www.zghlxwxcb.cn/news/detail-718286.html

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