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Memory leak in FuncGraph #727.
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‎TensorFlow.NET.sln‎

Lines changed: 0 additions & 114 deletions
Original file line numberDiff line numberDiff line change
@@ -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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Debug|x86 = Debug|x86
29-
Debug-Minimal|Any CPU = Debug-Minimal|Any CPU
30-
Debug-Minimal|x64 = Debug-Minimal|x64
31-
Debug-Minimal|x86 = Debug-Minimal|x86
32-
Publish|Any CPU = Publish|Any CPU
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Publish|x64 = Publish|x64
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Publish|x86 = Publish|x86
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Release|Any CPU = Release|Any CPU
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Release|x64 = Release|x64
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Release|x86 = Release|x86
@@ -43,18 +37,6 @@ Global
4337
{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Debug|x64.Build.0 = Debug|x64
4438
{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Debug|x86.ActiveCfg = Debug|Any CPU
4539
{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Debug|x86.Build.0 = Debug|Any CPU
46-
{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Debug-Minimal|Any CPU.ActiveCfg = Debug|Any CPU
47-
{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Debug-Minimal|Any CPU.Build.0 = Debug|Any CPU
48-
{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Debug-Minimal|x64.ActiveCfg = Debug|x64
49-
{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Debug-Minimal|x64.Build.0 = Debug|x64
50-
{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Debug-Minimal|x86.ActiveCfg = Debug|Any CPU
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{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Debug-Minimal|x86.Build.0 = Debug|Any CPU
52-
{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Publish|Any CPU.ActiveCfg = Release|Any CPU
53-
{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Publish|Any CPU.Build.0 = Release|Any CPU
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{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Publish|x64.ActiveCfg = Release|x64
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{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Publish|x64.Build.0 = Release|x64
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{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Publish|x86.ActiveCfg = Release|Any CPU
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{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Publish|x86.Build.0 = Release|Any CPU
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{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Release|Any CPU.ActiveCfg = Release|Any CPU
5941
{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Release|Any CPU.Build.0 = Release|Any CPU
6042
{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Release|x64.ActiveCfg = Release|x64
@@ -67,18 +49,6 @@ Global
6749
{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Debug|x64.Build.0 = Debug|x64
6850
{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Debug|x86.ActiveCfg = Debug|Any CPU
6951
{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Debug|x86.Build.0 = Debug|Any CPU
70-
{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Debug-Minimal|Any CPU.ActiveCfg = Debug|Any CPU
71-
{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Debug-Minimal|Any CPU.Build.0 = Debug|Any CPU
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{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Debug-Minimal|x64.ActiveCfg = Debug|x64
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{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Debug-Minimal|x64.Build.0 = Debug|x64
74-
{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Debug-Minimal|x86.ActiveCfg = Debug|Any CPU
75-
{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Debug-Minimal|x86.Build.0 = Debug|Any CPU
76-
{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Publish|Any CPU.ActiveCfg = Release|Any CPU
77-
{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Publish|Any CPU.Build.0 = Release|Any CPU
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{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Publish|x64.ActiveCfg = Release|x64
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{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Publish|x64.Build.0 = Release|x64
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{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Publish|x86.ActiveCfg = Release|Any CPU
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{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Publish|x86.Build.0 = Release|Any CPU
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{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Release|Any CPU.ActiveCfg = Release|Any CPU
8353
{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Release|Any CPU.Build.0 = Release|Any CPU
8454
{3A6EB896-604F-4E25-B677-B8103BCF3D2E}.Release|x64.ActiveCfg = Release|x64
@@ -91,18 +61,6 @@ Global
9161
{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Debug|x64.Build.0 = Debug|x64
9262
{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Debug|x86.ActiveCfg = Debug|Any CPU
9363
{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Debug|x86.Build.0 = Debug|Any CPU
94-
{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Debug-Minimal|Any CPU.ActiveCfg = Debug|Any CPU
95-
{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Debug-Minimal|Any CPU.Build.0 = Debug|Any CPU
96-
{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Debug-Minimal|x64.ActiveCfg = Debug|x64
97-
{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Debug-Minimal|x64.Build.0 = Debug|x64
98-
{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Debug-Minimal|x86.ActiveCfg = Debug|Any CPU
99-
{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Debug-Minimal|x86.Build.0 = Debug|Any CPU
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{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Publish|Any CPU.Build.0 = Release|Any CPU
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{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Publish|x64.ActiveCfg = Release|x64
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{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Publish|x64.Build.0 = Release|x64
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{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Publish|x86.ActiveCfg = Release|Any CPU
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{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Publish|x86.Build.0 = Release|Any CPU
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{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Release|Any CPU.ActiveCfg = Release|Any CPU
10765
{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Release|Any CPU.Build.0 = Release|Any CPU
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{23C28035-2FCE-41F3-9A12-E73CE8A5AE32}.Release|x64.ActiveCfg = Release|x64
@@ -115,18 +73,6 @@ Global
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Debug|x64.Build.0 = Debug|x64
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Debug|x86.ActiveCfg = Debug|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Debug|x86.Build.0 = Debug|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Debug-Minimal|Any CPU.ActiveCfg = Debug|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Debug-Minimal|Any CPU.Build.0 = Debug|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Debug-Minimal|x64.ActiveCfg = Debug|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Debug-Minimal|x64.Build.0 = Debug|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Debug-Minimal|x86.ActiveCfg = Debug|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Debug-Minimal|x86.Build.0 = Debug|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Publish|Any CPU.ActiveCfg = Debug|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Publish|Any CPU.Build.0 = Debug|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Publish|x64.ActiveCfg = Debug|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Publish|x64.Build.0 = Debug|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Publish|x86.ActiveCfg = Debug|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Release|Any CPU.ActiveCfg = Release|Any CPU
13177
{03F06299-3F4B-4449-A709-3A647657BC0C}.Release|Any CPU.Build.0 = Release|Any CPU
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{03F06299-3F4B-4449-A709-3A647657BC0C}.Release|x64.ActiveCfg = Release|Any CPU
@@ -139,18 +85,6 @@ Global
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{49D71826-C03D-4FA7-9BAC-22C1327E65CF}.Debug|x64.Build.0 = Debug|x64
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{49D71826-C03D-4FA7-9BAC-22C1327E65CF}.Debug|x86.ActiveCfg = Debug|Any CPU
14187
{49D71826-C03D-4FA7-9BAC-22C1327E65CF}.Debug|x86.Build.0 = Debug|Any CPU
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{49D71826-C03D-4FA7-9BAC-22C1327E65CF}.Debug-Minimal|Any CPU.ActiveCfg = Debug|Any CPU
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{49D71826-C03D-4FA7-9BAC-22C1327E65CF}.Debug-Minimal|Any CPU.Build.0 = Debug|Any CPU
144-
{49D71826-C03D-4FA7-9BAC-22C1327E65CF}.Debug-Minimal|x64.ActiveCfg = Debug|x64
145-
{49D71826-C03D-4FA7-9BAC-22C1327E65CF}.Debug-Minimal|x64.Build.0 = Debug|x64
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{49D71826-C03D-4FA7-9BAC-22C1327E65CF}.Debug-Minimal|x86.ActiveCfg = Debug|Any CPU
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{49D71826-C03D-4FA7-9BAC-22C1327E65CF}.Publish|Any CPU.Build.0 = Release|Any CPU
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{49D71826-C03D-4FA7-9BAC-22C1327E65CF}.Publish|x86.ActiveCfg = Release|Any CPU
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{49D71826-C03D-4FA7-9BAC-22C1327E65CF}.Publish|x86.Build.0 = Release|Any CPU
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{49D71826-C03D-4FA7-9BAC-22C1327E65CF}.Release|Any CPU.ActiveCfg = Release|Any CPU
15589
{49D71826-C03D-4FA7-9BAC-22C1327E65CF}.Release|Any CPU.Build.0 = Release|Any CPU
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{49D71826-C03D-4FA7-9BAC-22C1327E65CF}.Release|x64.ActiveCfg = Release|x64
@@ -163,18 +97,6 @@ Global
16397
{1AB8108D-4FFE-4A16-88E7-328EAF686370}.Debug|x64.Build.0 = Debug|x64
16498
{1AB8108D-4FFE-4A16-88E7-328EAF686370}.Debug|x86.ActiveCfg = Debug|Any CPU
16599
{1AB8108D-4FFE-4A16-88E7-328EAF686370}.Debug|x86.Build.0 = Debug|Any CPU
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{1AB8108D-4FFE-4A16-88E7-328EAF686370}.Debug-Minimal|Any CPU.ActiveCfg = Debug|Any CPU
167-
{1AB8108D-4FFE-4A16-88E7-328EAF686370}.Debug-Minimal|Any CPU.Build.0 = Debug|Any CPU
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{1AB8108D-4FFE-4A16-88E7-328EAF686370}.Debug-Minimal|x64.ActiveCfg = Debug|Any CPU
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{1AB8108D-4FFE-4A16-88E7-328EAF686370}.Debug-Minimal|x64.Build.0 = Debug|Any CPU
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{1AB8108D-4FFE-4A16-88E7-328EAF686370}.Debug-Minimal|x86.ActiveCfg = Debug|Any CPU
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{1AB8108D-4FFE-4A16-88E7-328EAF686370}.Debug-Minimal|x86.Build.0 = Debug|Any CPU
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{1AB8108D-4FFE-4A16-88E7-328EAF686370}.Publish|Any CPU.ActiveCfg = Debug|Any CPU
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{1AB8108D-4FFE-4A16-88E7-328EAF686370}.Publish|Any CPU.Build.0 = Debug|Any CPU
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{1AB8108D-4FFE-4A16-88E7-328EAF686370}.Publish|x64.ActiveCfg = Debug|Any CPU
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{1AB8108D-4FFE-4A16-88E7-328EAF686370}.Release|Any CPU.ActiveCfg = Release|Any CPU
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{1AB8108D-4FFE-4A16-88E7-328EAF686370}.Release|x64.ActiveCfg = Release|Any CPU
@@ -187,18 +109,6 @@ Global
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{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Debug|x64.Build.0 = Debug|x64
188110
{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Debug|x86.ActiveCfg = Debug|Any CPU
189111
{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Debug|x86.Build.0 = Debug|Any CPU
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{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Debug-Minimal|Any CPU.ActiveCfg = Debug|Any CPU
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{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Debug-Minimal|Any CPU.Build.0 = Debug|Any CPU
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{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Debug-Minimal|x64.ActiveCfg = Debug|Any CPU
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{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Debug-Minimal|x64.Build.0 = Debug|Any CPU
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{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Debug-Minimal|x86.ActiveCfg = Debug|Any CPU
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{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Debug-Minimal|x86.Build.0 = Debug|Any CPU
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{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Publish|Any CPU.ActiveCfg = Debug|Any CPU
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{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Publish|Any CPU.Build.0 = Debug|Any CPU
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{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Publish|x64.Build.0 = Debug|Any CPU
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{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Publish|x86.Build.0 = Debug|Any CPU
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{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Release|Any CPU.ActiveCfg = Release|Any CPU
203113
{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Release|Any CPU.Build.0 = Release|Any CPU
204114
{F17AAECB-960A-4E18-A270-BAD776F0E55B}.Release|x64.ActiveCfg = Release|Any CPU
@@ -211,18 +121,6 @@ Global
211121
{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Debug|x64.Build.0 = Debug|x64
212122
{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Debug|x86.ActiveCfg = Debug|Any CPU
213123
{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Debug|x86.Build.0 = Debug|Any CPU
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Debug-Minimal|Any CPU.ActiveCfg = Debug|Any CPU
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Debug-Minimal|Any CPU.Build.0 = Debug|Any CPU
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Debug-Minimal|x64.ActiveCfg = Debug|Any CPU
217-
{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Debug-Minimal|x64.Build.0 = Debug|Any CPU
218-
{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Debug-Minimal|x86.ActiveCfg = Debug|Any CPU
219-
{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Debug-Minimal|x86.Build.0 = Debug|Any CPU
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Publish|Any CPU.ActiveCfg = Debug|Any CPU
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Publish|Any CPU.Build.0 = Debug|Any CPU
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Publish|x64.ActiveCfg = Debug|Any CPU
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Publish|x64.Build.0 = Debug|Any CPU
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Publish|x86.ActiveCfg = Debug|Any CPU
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Publish|x86.Build.0 = Debug|Any CPU
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{84CA35F8-99FC-408E-8DF3-5AA175E5EFD3}.Release|Any CPU.ActiveCfg = Release|Any CPU
227125
{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
@@ -235,18 +133,6 @@ Global
235133
{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|x86.Build.0 = Debug|Any CPU
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{79EB56DF-E29E-4AE2-A7D9-FE403FD919BA}.Debug-Minimal|x64.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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{79EB56DF-E29E-4AE2-A7D9-FE403FD919BA}.Debug-Minimal|x86.ActiveCfg = Debug|Any CPU
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{79EB56DF-E29E-4AE2-A7D9-FE403FD919BA}.Debug-Minimal|x86.Build.0 = Debug|Any CPU
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{79EB56DF-E29E-4AE2-A7D9-FE403FD919BA}.Publish|x86.ActiveCfg = Debug|Any CPU
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{79EB56DF-E29E-4AE2-A7D9-FE403FD919BA}.Publish|x86.Build.0 = Debug|Any CPU
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{79EB56DF-E29E-4AE2-A7D9-FE403FD919BA}.Release|Any CPU.ActiveCfg = Release|Any CPU
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{79EB56DF-E29E-4AE2-A7D9-FE403FD919BA}.Release|Any CPU.Build.0 = Release|Any CPU
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{79EB56DF-E29E-4AE2-A7D9-FE403FD919BA}.Release|x64.ActiveCfg = Release|Any CPU

‎src/TensorFlowNET.Console/Diagnostician.cs‎

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@@ -0,0 +1,64 @@
1+
using System;
2+
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;
7+
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);
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foreach(var (i, line) in enumerate(lines))
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{
19+
if(line.StartsWith("New Tensor "))
20+
{
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var pointers = Regex.Matches(line, "0x[0-9a-f]{16}");
22+
var tensorHandle = pointers[0].Value;
23+
var tensorDataHandle = pointers[1].Value;
24+
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if (lines.Skip(i).Count(x => x.StartsWith("Delete Tensor ")
26+
&& x.Contains(tensorHandle)
27+
&& x.Contains(tensorDataHandle)) == 0)
28+
Console.WriteLine(line);
29+
}
30+
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;
34+
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var del = $"Delete EagerTensorHandle {tensorHandle}";
36+
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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;
45+
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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
49+
|| 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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}
64+
}

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