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Fix LSTM crash in release mode. · MSavameri/TensorFlow.NET@b2fe5ca · GitHub

  1. MSavameri
  2. TensorFlow.NET

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Commit b2fe5ca

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Oceania2018
committed
Fix LSTM crash in release mode.
1 parent 9cd8681 commit b2fe5ca

19 files changed

Lines changed: 160 additions & 57 deletions

‎src/TensorFlowNET.Core/Gradients/nn_grad.cs‎

Lines changed: 2 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -377,8 +377,8 @@ public static Tensor[] _AvgPoolGrad(Operation op, Tensor[] grads)
377377
grad,
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op.get_attr_list<int>("ksize"),
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op.get_attr_list<int>("strides"),
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op.get_attr("padding").ToString(),
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op.get_attr("data_format").ToString())
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op.get_attr<string>("padding"),
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op.get_attr<string>("data_format"))
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};
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}
384384

‎src/TensorFlowNET.Core/Operations/Operation.cs‎

Lines changed: 4 additions & 5 deletions
Original file line numberDiff line numberDiff line change
@@ -206,12 +206,11 @@ internal unsafe TF_DataType _get_attr_type(string name)
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return result;
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}
208208

209-
internal unsafe int _get_attr_int(string name)
209+
internal unsafe long _get_attr_int(string name)
210210
{
211-
Status status = new();
212-
int result;
213-
c_api.TF_OperationGetAttrInt(_handle, name, new IntPtr(&result), status);
214-
status.Check(true);
211+
long result;
212+
c_api.TF_OperationGetAttrInt(_handle, name, new IntPtr(&result), tf.Status);
213+
tf.Status.Check(true);
215214
return result;
216215
}
217216

‎src/TensorFlowNET.Core/Tensorflow.Binding.csproj‎

Lines changed: 66 additions & 6 deletions
Original file line numberDiff line numberDiff line change
@@ -4,11 +4,11 @@
44
<TargetFrameworks>netstandard2.0;net6.0</TargetFrameworks>
55
<AssemblyName>Tensorflow.Binding</AssemblyName>
66
<RootNamespace>Tensorflow</RootNamespace>
7-
<TargetTensorFlow>2.10.0</TargetTensorFlow>
8-
<Version>0.110.1</Version>
7+
<TargetTensorFlow>2.11.0</TargetTensorFlow>
8+
<Version>0.110.2</Version>
99
<LangVersion>10.0</LangVersion>
1010
<Nullable>enable</Nullable>
11-
<Authors>Haiping Chen, Meinrad Recheis, Eli Belash</Authors>
11+
<Authors>Haiping Chen, Eli Belash, Yaohui Liu, Meinrad Recheis</Authors>
1212
<Company>SciSharp STACK</Company>
1313
<GeneratePackageOnBuild>False</GeneratePackageOnBuild>
1414
<Copyright>Apache 2.0, Haiping Chen $([System.DateTime]::UtcNow.ToString(yyyy))</Copyright>
@@ -23,7 +23,8 @@ https://tensorflownet.readthedocs.io</Description>
2323
<AssemblyVersion>0.110.1.0</AssemblyVersion>
2424
<PackageReleaseNotes>
2525
tf.net 0.110.x and above are based on tensorflow native 2.11.0
26-
* RNN, LSTM works.
26+
* Support RNN, LSTM model.
27+
* Support Transformer model.
2728

2829
tf.net 0.100.x and above are based on tensorflow native 2.10.0
2930

@@ -42,12 +43,11 @@ https://tensorflownet.readthedocs.io</Description>
4243
tf.net 0.10x.x aligns with TensorFlow v2.10.x native library.
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tf.net 0.11x.x aligns with TensorFlow v2.11.x native library.
4445
</PackageReleaseNotes>
45-
<FileVersion>0.110.1.0</FileVersion>
46+
<FileVersion>0.110.2.0</FileVersion>
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<PackageLicenseFile>LICENSE</PackageLicenseFile>
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<PackageRequireLicenseAcceptance>true</PackageRequireLicenseAcceptance>
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<PackageOutputPath>packages</PackageOutputPath>
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<SignAssembly>true</SignAssembly>
50-
<AssemblyOriginatorKeyFile>Open.snk</AssemblyOriginatorKeyFile>
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<Platforms>AnyCPU;x64</Platforms>
5252
<PackageId>TensorFlow.NET</PackageId>
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<Configurations>Debug;Release;GPU</Configurations>
@@ -88,6 +88,66 @@ https://tensorflownet.readthedocs.io</Description>
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<DefineConstants />
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</PropertyGroup>
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<PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='Debug|netstandard2.0|AnyCPU'">
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<WarningLevel>1</WarningLevel>
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<NoWarn>$(NoWarn),1570,1573,1591,1712,8603,8604,8625,CS0612</NoWarn>
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</PropertyGroup>
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<PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='Debug|netstandard2.0|x64'">
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<WarningLevel>1</WarningLevel>
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<NoWarn>$(NoWarn),1570,1573,1591,1712,8603,8604,8625,CS0612</NoWarn>
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</PropertyGroup>
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<PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='Release|netstandard2.0|AnyCPU'">
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<WarningLevel>1</WarningLevel>
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<NoWarn>$(NoWarn),1570,1573,1591,1712,8603,8604,8625,CS0612</NoWarn>
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</PropertyGroup>
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<PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='Release|netstandard2.0|x64'">
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<WarningLevel>1</WarningLevel>
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<NoWarn>$(NoWarn),1570,1573,1591,1712,8603,8604,8625,CS0612</NoWarn>
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</PropertyGroup>
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<PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='GPU|netstandard2.0|AnyCPU'">
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<WarningLevel>1</WarningLevel>
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<NoWarn>$(NoWarn),1570,1573,1591,1712,8603,8604,8625,CS0612</NoWarn>
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</PropertyGroup>
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<PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='GPU|netstandard2.0|x64'">
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<WarningLevel>1</WarningLevel>
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<NoWarn>$(NoWarn),1570,1573,1591,1712,8603,8604,8625,CS0612</NoWarn>
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</PropertyGroup>
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<PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='Debug|net6.0|AnyCPU'">
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<WarningLevel>1</WarningLevel>
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<NoWarn>$(NoWarn),1570,1573,1591,1712,8603,8604,8625,CS0612</NoWarn>
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</PropertyGroup>
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<PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='Debug|net6.0|x64'">
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<WarningLevel>1</WarningLevel>
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<NoWarn>$(NoWarn),1570,1573,1591,1712,8603,8604,8625,CS0612</NoWarn>
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</PropertyGroup>
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<PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='Release|net6.0|AnyCPU'">
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<WarningLevel>1</WarningLevel>
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<NoWarn>$(NoWarn),1570,1573,1591,1712,8603,8604,8625,CS0612</NoWarn>
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</PropertyGroup>
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<PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='Release|net6.0|x64'">
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<WarningLevel>1</WarningLevel>
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<NoWarn>$(NoWarn),1570,1573,1591,1712,8603,8604,8625,CS0612</NoWarn>
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</PropertyGroup>
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<PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='GPU|net6.0|AnyCPU'">
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<WarningLevel>1</WarningLevel>
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<NoWarn>$(NoWarn),1570,1573,1591,1712,8603,8604,8625,CS0612</NoWarn>
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</PropertyGroup>
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<PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='GPU|net6.0|x64'">
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<WarningLevel>1</WarningLevel>
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<NoWarn>$(NoWarn),1570,1573,1591,1712,8603,8604,8625,CS0612</NoWarn>
149+
</PropertyGroup>
150+
91151
<ItemGroup>
92152
<Compile Remove="Distribute\**" />
93153
<Compile Remove="Models\**" />

‎src/TensorFlowNET.Core/Tensors/Tensor.Index.cs‎

Lines changed: 1 addition & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -180,8 +180,7 @@ public Tensor slice(int start)
180180
array_ops.stack(end.ToArray()),
181181
array_ops.stack(strides.ToArray()));
182182

183-
return gen_array_ops.strided_slice(
184-
this,
183+
return array_ops.strided_slice(this,
185184
packed_begin,
186185
packed_end,
187186
packed_strides,

‎src/TensorFlowNET.Keras/Activations.cs‎

Lines changed: 0 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -44,7 +44,6 @@ public class Activations: IActivationsApi
4444
/// <summary>
4545
/// Register the name-activation mapping in this static class.
4646
/// </summary>
47-
/// <param name="name"></param>
4847
/// <param name="activation"></param>
4948
private static void RegisterActivation(Activation activation)
5049
{

‎src/TensorFlowNET.Keras/Callbacks/Earlystopping.cs‎

Lines changed: 0 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -5,9 +5,6 @@ namespace Tensorflow.Keras.Callbacks;
55
/// <summary>
66
/// Stop training when a monitored metric has stopped improving.
77
/// </summary>
8-
/// <param name="parameters"></param>
9-
/// <param name="monitor"></param>
10-
118
public class EarlyStopping: ICallback
129
{
1310
int _paitence;

‎src/TensorFlowNET.Keras/Engine/DataAdapters/TensorLikeDataAdapter.cs‎

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -52,7 +52,7 @@ Tensors permutation(Tensors tensor)
5252
/// <summary>
5353
/// Convert a Tensor of indices into a dataset of batched indices.
5454
/// </summary>
55-
/// <param name="tensor"></param>
55+
/// <param name="indices"></param>
5656
/// <returns></returns>
5757
IDatasetV2 slice_batch_indices(Tensor indices)
5858
{

‎src/TensorFlowNET.Keras/Engine/Layer.Apply.cs‎

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -10,7 +10,7 @@ public partial class Layer
1010
/// Wraps `call`, applying pre- and post-processing steps.
1111
/// </summary>
1212
/// <param name="inputs"></param>
13-
/// <param name="state"></param>
13+
/// <param name="states"></param>
1414
/// <param name="training"></param>
1515
/// <returns></returns>
1616
public virtual Tensors Apply(Tensors inputs, Tensors states = null, bool? training = false, IOptionalArgs? optional_args = null)

‎src/TensorFlowNET.Keras/Engine/Layer.FunctionalConstructionCall.cs‎

Lines changed: 0 additions & 10 deletions
Original file line numberDiff line numberDiff line change
@@ -1,22 +1,12 @@
11
using System;
22
using Tensorflow.Keras.Utils;
3-
using static Tensorflow.Binding;
4-
using static Tensorflow.KerasApi;
53

64
namespace Tensorflow.Keras.Engine
75
{
86
public partial class Layer
97
{
108
Tensors FunctionalConstructionCall(Tensors inputs)
119
{
12-
bool mask_arg_passed_by_framework = false;
13-
bool training_arg_passed_by_framework = false;
14-
Tensor training_value = null;
15-
if (training_value == null)
16-
{
17-
training_arg_passed_by_framework = true;
18-
}
19-
2010
if (base_layer_utils.needs_keras_history(inputs))
2111
base_layer_utils.create_keras_history(inputs);
2212

‎src/TensorFlowNET.Keras/Engine/Model.Evaluate.cs‎

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -15,7 +15,7 @@ namespace Tensorflow.Keras.Engine
1515
public partial class Model
1616
{
1717
/// <summary>
18-
/// Returns the loss value & metrics values for the model in test mode.
18+
/// Returns the loss value and metrics values for the model in test mode.
1919
/// </summary>
2020
/// <param name="x"></param>
2121
/// <param name="y"></param>

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