TensorFlowSharp
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Not released memory after all TFcomponents disposed.
Describe the bug
Memory not deallocated after TFSession / TFGraph / etc. disposed.
To Reproduce Construct & dispose several times following class:
public class DetectionService
{
private readonly TFGraph _graph;
private readonly TFStatus _status;
private readonly TFBuffer _buffer;
private readonly TFSession _session;
private readonly TFSessionOptions _options;
public DetectionService()
{
_graph = new TFGraph();
_buffer = new TFBuffer(File.ReadAllBytes(modelPath));
_graph.Import(_buffer);
_status = new TFStatus();
_options = new TFSessionOptions();
_session = new TFSession(_graph, _options);
}
public void Dispose()
{
_session?.Dispose();
_graph?.Dispose();
_buffer?.Dispose();
_status?.Dispose();
_options?.Dispose();
_catalogItems?.Clear();
}
}
Expected behavior Memory should be deallocated after dispose.
Desktop (please complete the following information):
- OS: Ubuntu 18.04.3 LTS (Docker)