Release v0.100.5.

Author: Oceania2018

src/TensorFlowNET.Core/Tensorflow.Binding.csproj

@@ -5,7 +5,7 @@
     <AssemblyName>Tensorflow.Binding</AssemblyName>
     <RootNamespace>Tensorflow</RootNamespace>
     <TargetTensorFlow>2.10.0</TargetTensorFlow>
-    <Version>1.0.0</Version>
+    <Version>0.100.5</Version>
     <LangVersion>10.0</LangVersion>
     <Nullable>enable</Nullable>
     <Authors>Haiping Chen, Meinrad Recheis, Eli Belash</Authors>
@@ -20,7 +20,7 @@
     <Description>Google's TensorFlow full binding in .NET Standard.
 Building, training and infering deep learning models.
 https://tensorflownet.readthedocs.io</Description>
-    <AssemblyVersion>1.0.0.0</AssemblyVersion>
+    <AssemblyVersion>0.100.5.0</AssemblyVersion>
     <PackageReleaseNotes>
 		tf.net 0.100.x and above are based on tensorflow native 2.10.0
 
@@ -38,7 +38,7 @@ https://tensorflownet.readthedocs.io</Description>
 		tf.net 0.7x.x aligns with TensorFlow v2.7.x native library.
 		tf.net 0.10x.x aligns with TensorFlow v2.10.x native library.
 	</PackageReleaseNotes>
-    <FileVersion>1.0.0.0</FileVersion>
+    <FileVersion>0.100.5.0</FileVersion>
     <PackageLicenseFile>LICENSE</PackageLicenseFile>
     <PackageRequireLicenseAcceptance>true</PackageRequireLicenseAcceptance>
     <PackageOutputPath>packages</PackageOutputPath>

src/TensorFlowNET.Core/Variables/BaseResourceVariable.cs

@@ -102,7 +102,7 @@ public void __init__(bool trainable = true,
             if (handle is EagerTensor)
             {
                 _handle = handle.EagerTensorHandle.DangerousGetHandle();
-                eager_resource_deleter = new EagerResourceDeleter(handle, handle.Device);
+                // eager_resource_deleter = new EagerResourceDeleter(handle, handle.Device);
             }
             else if(handle is null)
             {

src/TensorFlowNET.Core/Variables/EagerResourceDeleter.cs

@@ -14,9 +14,6 @@ public EagerResourceDeleter(Tensor handle, string handle_device)
             _tensor = handle;
             _handle = handle.EagerTensorHandle.DangerousGetHandle();
             _handle_device = handle_device;
-            
-            bool success = false;
-            handle.EagerTensorHandle.DangerousAddRef(ref success);
         }
 
         protected override void DisposeUnmanagedResources(IntPtr handle)
@@ -27,8 +24,6 @@ protected override void DisposeUnmanagedResources(IntPtr handle)
             tf.Runner.TFE_Execute(tf.Context, _handle_device, "DestroyResourceOp",
                 new[] { _tensor },
                 new object[] { "ignore_lookup_error", true }, 0);
-            
-            _tensor.EagerTensorHandle.DangerousRelease();
         }
     }
 }

src/TensorFlowNET.Keras/BackendImpl.cs

@@ -138,6 +138,9 @@ public void clear_session()
             ops.set_default_session(tf.Session(ops.get_default_graph()));
             tf.enable_eager_execution();
             tf.Runner.ClearEagerOperationMap();
+
+            GC.Collect();
+            GC.WaitForPendingFinalizers();
         }
         public void manual_variable_initialization(bool value)
         {

src/TensorFlowNET.Keras/Tensorflow.Keras.csproj

@@ -7,7 +7,7 @@
     <Nullable>enable</Nullable>
     <RootNamespace>Tensorflow.Keras</RootNamespace>
     <Platforms>AnyCPU;x64</Platforms>
-    <Version>1.0.0</Version>
+    <Version>0.10.5</Version>
     <Authors>Haiping Chen</Authors>
     <Product>Keras for .NET</Product>
     <Copyright>Apache 2.0, Haiping Chen 2023</Copyright>
@@ -38,8 +38,8 @@ Keras is an API designed for human beings, not machines. Keras follows best prac
     <RepositoryType>Git</RepositoryType>
     <SignAssembly>true</SignAssembly>
     <AssemblyOriginatorKeyFile>Open.snk</AssemblyOriginatorKeyFile>
-    <AssemblyVersion>1.0.0.0</AssemblyVersion>
-    <FileVersion>1.0.0.0</FileVersion>
+    <AssemblyVersion>0.10.5.0</AssemblyVersion>
+    <FileVersion>0.10.5.0</FileVersion>
     <PackageLicenseFile>LICENSE</PackageLicenseFile>
     <Configurations>Debug;Release;GPU</Configurations>
   </PropertyGroup>