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Memory leak in FuncGraph #727. · feelsyt/TensorFlow.NET@a6ee058 · GitHub

/ TensorFlow.NET Public
forked from SciSharp/TensorFlow.NET

Commit a6ee058

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Oceania2018
committed
Memory leak in FuncGraph SciSharp#727.
1 parent ceaa09c commit a6ee058

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‎TensorFlow.NET.sln‎

Lines changed: 0 additions & 114 deletions
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@@ -26,12 +26,6 @@ Global
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Debug|Any CPU = Debug|Any CPU
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Debug|x64 = Debug|x64
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Publish|Any CPU = Publish|Any CPU
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Release|x86 = Release|x86
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{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Debug|x86.ActiveCfg = Debug|Any CPU
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{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Debug|x86.Build.0 = Debug|Any CPU
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{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Release|Any CPU.Build.0 = Release|Any CPU
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{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Release|x64.ActiveCfg = Release|x64
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{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Debug|x86.Build.0 = Debug|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Debug|x64.Build.0 = Debug|x64
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@@ -211,18 +121,6 @@ Global
211121
{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Debug|x64.Build.0 = Debug|x64
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Debug-Minimal|x86.ActiveCfg = Debug|Any CPU
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Debug-Minimal|x86.Build.0 = Debug|Any CPU
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Release|Any CPU.ActiveCfg = Release|Any CPU
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Release|Any CPU.Build.0 = Release|Any CPU
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Release|x64.ActiveCfg = Release|Any CPU
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{79EB56DF-E29E-4AE2-A7D9-FE403FD919BA}.Debug|x64.Build.0 = Debug|x64
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{79EB56DF-E29E-4AE2-A7D9-FE403FD919BA}.Debug|x86.ActiveCfg = Debug|Any CPU
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{79EB56DF-E29E-4AE2-A7D9-FE403FD919BA}.Debug-Minimal|x64.Build.0 = Debug|Any CPU
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‎src/TensorFlowNET.Console/Diagnostician.cs‎

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@@ -0,0 +1,64 @@
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using System;
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using System.Collections.Generic;
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using System.IO;
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using System.Text;
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using System.Linq;
6+
using static Tensorflow.Binding;
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using System.Text.RegularExpressions;
8+
9+
namespace Tensorflow
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{
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public class Diagnostician
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{
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public void Diagnose(string log)
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{
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var lines = File.ReadAllLines(log);
16+
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foreach(var (i, line) in enumerate(lines))
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{
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if(line.StartsWith("New Tensor "))
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{
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var pointers = Regex.Matches(line, "0x[0-9a-f]{16}");
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var tensorHandle = pointers[0].Value;
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var tensorDataHandle = pointers[1].Value;
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if (lines.Skip(i).Count(x => x.StartsWith("Delete Tensor ")
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&& x.Contains(tensorHandle)
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&& x.Contains(tensorDataHandle)) == 0)
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Console.WriteLine(line);
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}
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else if (line.StartsWith("New EagerTensorHandle "))
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{
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var pointers = Regex.Matches(line, "0x[0-9a-f]{16}");
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var tensorHandle = pointers[0].Value;
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var del = $"Delete EagerTensorHandle {tensorHandle}";
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if (lines.Skip(i).Count(x => x == del) == 0)
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Console.WriteLine(line);
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}
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else if (line.StartsWith("Take EagerTensorHandle "))
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{
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var pointers = Regex.Matches(line, "0x[0-9a-f]{16}");
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var eagerTensorHandle = pointers[0].Value;
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var tensorHandle = pointers[1].Value;
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var delTensor = $"Delete Tensor {tensorHandle}";
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var delEagerTensor = $"Delete EagerTensorHandle {eagerTensorHandle}";
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if (lines.Skip(i).Count(x => x.StartsWith(delTensor)) == 0
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|| lines.Skip(i).Count(x => x.StartsWith(delEagerTensor)) == 0)
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Console.WriteLine(line);
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}
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else if (line.StartsWith("Created Resource "))
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{
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var pointers = Regex.Matches(line, "0x[0-9a-f]{16}");
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var eagerTensorHandle = pointers[0].Value;
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var delTensor = $"Deleted Resource {eagerTensorHandle}";
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if (lines.Skip(i).Count(x => x.StartsWith(delTensor)) == 0)
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Console.WriteLine(line);
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}
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}
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}
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}
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}

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