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TensorFlow.NET/tensorflowlib
Oceania2018 2afec337ff use Microsoft.ML.TensorFlow.Redist to maintain TensorFlow library for cross-platform. 6 years ago
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runtimes use Microsoft.ML.TensorFlow.Redist to maintain TensorFlow library for cross-platform. 6 years ago
README.md use Microsoft.ML.TensorFlow.Redist to maintain TensorFlow library for cross-platform. 6 years ago

README.md

TensorFlow.NET pack all required libraries in architecture-specific assemblies folders per NuGet standard [Deprecated] .

We changed to use Microsoft.ML.TensorFlow.Redist to maintain the TensorFlow library.

Download manually

Here are some pre-built TensorFlow binaries you can use for each platform:

Run in Linux

Install-Package TensorFlow.NET

Download Linux pre-built library and unzip libtensorflow.so and libtensorflow_framework.so into current running directory.

Run in Mac OS

GPU Tensorflow for windows

Before running verify you installed CUDA and cuDNN

Build from source for Windows

https://www.tensorflow.org/install/source_windows

pacman -S git patch unzip

  1. Build static library

bazel build --config=opt //tensorflow:libtensorflow.so

  1. Build pip package

bazel build --config=opt //tensorflow/tools/pip_package:build_pip_package

  1. Generate pip installation file

bazel-bin\tensorflow\tools\pip_package\build_pip_package C:/tmp/tensorflow_pkg

  1. Install from local wheel file.

pip install C:/tmp/tensorflow_pkg/tensorflow-1.14.0-cp36-cp36m-win_amd64.whl

Export more APIs

Add more api to c_api.h

TF_CAPI_EXPORT extern void AddControlInput(TF_Graph* graph, TF_Operation* op, TF_Operation* input);
TF_CAPI_EXPORT extern void UpdateEdge(TF_Graph* graph, TF_Output new_src, TF_Input dst, TF_Status* status);
TF_CAPI_EXPORT extern void RemoveAllControlInputs(TF_Graph* graph, TF_Operation* op);
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tensorflow框架的.NET版本，提供了丰富的特性和API，可以借此很方便地在.NET平台下搭建深度学习训练与推理流程。

C# Unity3D Asset PureBasic Python