[BUG Report]: v0.100.5 is not thread safe anymore

[Superpiffer]

Description

I have this exception in a multi thread application:

Apparently different threads tries to modify this Dictionary:

TensorFlow.NET/src/TensorFlowNET.Core/Device/DeviceSpec.cs

Line 10 in cd64ea9

private static Dictionary<string, Components> _STRING_TO_COMPONENTS_CACHE = new();

Reproduction Steps

Create more than one thread with a new instance of Session per thread:

private static void TestThreads()
{
    List<Thread> threads = new List<Thread>();

    const int THREADS_COUNT = 5;

    for(int t = 0; t < THREADS_COUNT; t++)
    {
        Thread thread = new Thread(() =>
        {
            Graph g = new Graph();
            g.Import("model.pb");
            Session session = new Session(g);
        });
        thread.Start();
        threads.Add(thread);
    }

    threads.ForEach(t => t.Join());
}

Known Workarounds

I can bypass this issue using a ConcurrentDictionary, but I don't know if that's an ideal solution.

Configuration and Other Information

Tensorflow.NET v0.100.5
.NET 6.0

[Oceania2018]

ConcurrentDictionary is the good approach. @AsakusaRinne