0.20.0-alpha

src/TensorFlowNET.Core/TensorFlow.Binding.csproj

@@ -5,7 +5,7 @@
     <AssemblyName>TensorFlow.NET</AssemblyName>
     <RootNamespace>Tensorflow</RootNamespace>
     <TargetTensorFlow>2.2.0</TargetTensorFlow>
-    <Version>0.20.0</Version>
+    <Version>0.20.0-alpha</Version>
     <LangVersion>8.0</LangVersion>
     <Authors>Haiping Chen, Meinrad Recheis, Eli Belash</Authors>
     <Company>SciSharp STACK</Company>
@@ -15,17 +15,15 @@
     <RepositoryType>git</RepositoryType>
     <PackageProjectUrl>http://scisharpstack.org</PackageProjectUrl>
     <PackageIconUrl>https://avatars3.githubusercontent.com/u/44989469?s=200&amp;v=4</PackageIconUrl>
-    <PackageTags>TensorFlow, NumSharp, SciSharp, MachineLearning, TensorFlow.NET, C#</PackageTags>
+    <PackageTags>TensorFlow, NumSharp, SciSharp, MachineLearning, TensorFlow.NET, C#, TF.NET</PackageTags>
     <Description>Google's TensorFlow full binding in .NET Standard.
 Building, training and infering deep learning models.
 https://tensorflownet.readthedocs.io</Description>
     <AssemblyVersion>0.20.0.0</AssemblyVersion>
-    <PackageReleaseNotes>Changes since v0.15.0:
-1: Add TransformGraphWithStringInputs.
-2: tf.trainer.load_graph, tf.trainer.freeze_graph
-3: Import Protobuf.Text
-4: Support YOLOv3 object detection
-5: Add implicitation for Operation to RefVariable</PackageReleaseNotes>
+    <PackageReleaseNotes>tf.net 0.20.x and above are based on tensorflow native 2.x.
+Eager Mode is added finally.
+It's not stable at this moment and missing many APIs, tf.net 0.15.x is more stable for production.
+Please be patient, we're working hard on missing functions, providing full tensorflow binding is our mission.</PackageReleaseNotes>
     <FileVersion>0.20.0.0</FileVersion>
     <PackageLicenseFile>LICENSE</PackageLicenseFile>
     <PackageRequireLicenseAcceptance>true</PackageRequireLicenseAcceptance>

src/tensorflow/README.md

@@ -1,12 +0,0 @@
-### How to compile CSharp Native Interface
-
-
-git clone https://github.com/tensorflow/tensorflow
-
-`cd tensorflow/tensorflow`
-
-copy `csharp` folder to `tensorflow`, the csharp folder should be in the same parent directory with other language binding.
-
-`cd csharp`
-
-`bazel build //tensorflow/csharp:csni`

src/tensorflow/csharp/BUILD

@@ -1,23 +0,0 @@
-# Description:
-# CSharp Native Interface library intended for implementing the
-# TensorFlow .NET Standard API using the TensorFlow C library.
-package(
-    default_visibility = ["//visibility:private"],
-)
-
-licenses(["notice"])  # Apache 2.0
-
-load(
-    "//tensorflow:tensorflow.bzl",
-    "tf_cc_binary"
-)
-
-
-
-tf_cc_binary(
-    name = "csni",
-    srcs = ["csni.cc"],
-    deps = [
-      "//tensorflow/c:c_api",
-      "//tensorflow/csharp/eager:cswrap_tfe_lib"],
-)

src/tensorflow/csharp/csni.cc

@@ -1,7 +0,0 @@
-#include <iostream>
-#include "tensorflow/c/c_api.h"
-
-int main() {
-  printf("Hello from TensorFlow C library version %s", TF_Version());
-  return 0;
-}

src/tensorflow/csharp/eager/BUILD

@@ -1,19 +0,0 @@
-load("//tensorflow:tensorflow.bzl", "tf_cc_binary")
-
-cc_library(
-    name = "cswrap_tfe_lib",
-    srcs = [
-        "cswrap_tfe_src.cc",
-    ],
-    hdrs = [
-        "cswrap_tfe.h",
-    ],
-    visibility = [
-        "//learning/deepmind/courier:__subpackages__",
-        "//tensorflow:internal",
-    ],
-    deps = [
-        "//tensorflow/c:c_api",
-
-    ],
-)

src/tensorflow/csharp/eager/cswrap_tfe.h

@@ -1,4 +0,0 @@
-// Record the gradient for a given op.
-extern void TFE_Py_RecordGradient(const char* op_name, void* inputs,
-                                void* attrs, void* results,
-                                const char* name);

src/tensorflow/csharp/eager/cswrap_tfe_src.cc

@@ -1,23 +0,0 @@
-#include <cstring>
-#include <thread>
-
-#include "tensorflow/core/lib/core/errors.h"
-#include "cswrap_tfe.h"
-
-#include "tensorflow/c/c_api.h"
-#include "tensorflow/c/c_api_internal.h"
-
-#include "tensorflow/core/platform/protobuf.h"
-#include "tensorflow/core/platform/types.h"
-
-
-namespace {
-
-void RecordGradient(const char* op_name, void* inputs,
-                                void* attrs, void* results,
-                                const char* name) {
-  // std::vector<tensorflow::int64> input_ids = MakeTensorIDList(inputs);
-  
-}
-
-}

test/TensorFlowNET.UnitTest/Tensorflow.UnitTest.csproj

@@ -30,6 +30,7 @@
 
   <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Release|AnyCPU'">
     <AllowUnsafeBlocks>true</AllowUnsafeBlocks>
+    <PlatformTarget>x64</PlatformTarget>
   </PropertyGroup>
 
   <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Release|x64'">