diff --git a/InverseOfLife.csproj b/InverseOfLife.csproj
index b1b52e4..9f19393 100644
--- a/InverseOfLife.csproj
+++ b/InverseOfLife.csproj
@@ -10,10 +10,4 @@
         <CopyLocalLockFileAssemblies>true</CopyLocalLockFileAssemblies>
     </PropertyGroup>
 
-    <ItemGroup>
-        <PackageReference Include="SciSharp.TensorFlow.Redist" Version="2.16.0" />
-        <PackageReference Include="TensorFlow.Keras" Version="0.15.0" />
-        <PackageReference Include="TensorFlow.NET" Version="0.150.0" />
-    </ItemGroup>
-
 </Project>
diff --git a/src/NeuralSolver/NeuralSolver.cs b/src/NeuralSolver/NeuralSolver.cs
index cb51999..229f4f7 100644
--- a/src/NeuralSolver/NeuralSolver.cs
+++ b/src/NeuralSolver/NeuralSolver.cs
@@ -8,19 +8,12 @@ namespace InverseOfLife.NeuralSolver;
 public class NeuralSolver : IDisposable
 {
 
-
-
-
-
-
-
-
-    private int Width { get; set; }
-    private int Height { get; set; }
-    private bool QuotientX { get; set; }
-    private bool QuotientY { get; set; }
-    private string NeuralBackend { get; set; }
-    private HttpClient HttpClient { get; set; }
+    private int Width { get; }
+    private int Height { get; }
+    private bool QuotientX { get; }
+    private bool QuotientY { get; }
+    private string NeuralBackend { get; }
+    private HttpClient HttpClient { get; }
 
     public NeuralSolver(int width, int height, bool quotientX = false, bool quotientY = false,
         string neuralBackend = "http://localhost:8000")
@@ -50,6 +43,20 @@ public class NeuralSolver : IDisposable
         response.EnsureSuccessStatusCode();
     }
 
+    public void TryLoad(TrainRequest request)
+    {
+        string jsonContent = JsonSerializer.Serialize(request);
+        StringContent content = new StringContent(jsonContent, Encoding.UTF8, "application/json");
+        HttpResponseMessage response = HttpClient.PostAsync($"{NeuralBackend}/try_load", content).Result;
+        response.EnsureSuccessStatusCode();
+        while (true)
+        {
+            string status = BackendStatus();
+            if (status == "ready" || status == "error")
+                return;
+        }
+    }
+
     public void Train(TrainRequest request)
     {
         string jsonContent = JsonSerializer.Serialize(request);
@@ -69,7 +76,6 @@ public class NeuralSolver : IDisposable
     public Board Predict(PredictRequest request)
     {
         string jsonContent = JsonSerializer.Serialize(request);
-        Console.WriteLine(jsonContent);
         StringContent content = new StringContent(jsonContent, Encoding.UTF8, "application/json");
         HttpResponseMessage response = HttpClient.PostAsync($"{NeuralBackend}/predict", content).Result;
         response.EnsureSuccessStatusCode();
@@ -152,37 +158,58 @@ public class NeuralSolver : IDisposable
                 yield return point;
         }
     }
-
+    public void Dispose()
+    {
+        HttpResponseMessage response = HttpClient.PostAsync($"{NeuralBackend}/finish", null).Result;
+    }
+    
     public static void Test()
     {
         using (NeuralSolver s = new NeuralSolver(20, 20, false, false))
         {
-            //s.Initialize();
-            s.Train(new TrainRequest
+            s.TryLoad(new TrainRequest
             {
                 ForwardDatasetSize = 2000,
                 ForwardBatchSize = 16,
                 ForwardEpochs = 15,
-                BackwardDatasetSize = 4000,
+                BackwardDatasetSize = 16000,
                 BackwardBatchSize = 16,
-                BackwardEpochs = 20,
+                BackwardEpochs = 40,
             });
+            //s.SaveModel();
             Board b = new Board(20, 20);
             foreach ((int, int) p in Circle())
                 b.Lives.Add(p);
             b.Evaluate();
+            Console.WriteLine(b.ToString());
+            Console.WriteLine("-------------");
             Board h = s.Predict(new PredictRequest
             {
                 Lives = b.Lives.Select(((int x, int y) cell) => new List<int>{cell.x, cell.y}).ToList(),
                 Direction = "backward"
             });
-            Console.WriteLine(h.ToString());
+
+            Board h2 = s.Predict(new PredictRequest
+            {
+                Lives = h.Lives.Select(((int x, int y) cell) => new List<int>{cell.x, cell.y}).ToList(),
+                Direction = "backward",
+            });
+            Board h3 = s.Predict(new PredictRequest
+            {
+                Lives = h2.Lives.Select(((int x, int y) cell) => new List<int>{cell.x, cell.y}).ToList(),
+                Direction = "backward",
+            });
+            Console.WriteLine(h3.ToString());
+            Console.WriteLine("-------------");
+            h3.Evaluate();
+            Console.WriteLine(h3.ToString());
+            Console.WriteLine("-------------");
+            h3.Evaluate();
+            Console.WriteLine(h3.ToString());
+
         }
     }
 
-    public void Dispose()
-    {
-        HttpResponseMessage response = HttpClient.PostAsync($"{NeuralBackend}/finish", null).Result;
-    }
+
 }