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Adjust learning rate and training epochs in tests #164

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Merged
joaopauloschuler merged 1 commit into from
Dec 10, 2025
Merged

Adjust learning rate and training epochs in tests #164

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8 changes: 4 additions & 4 deletions tests/TestNeuralTraining.pas
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Original file line number Diff line number Diff line change
Expand Up @@ -67,7 +67,7 @@ procedure TTestNeuralTraining.TestXORLearningConvergence;
TNNetFullConnectReLU.Create(8),
TNNetFullConnectLinear.Create(1)
]);
NN.SetLearningRate(0.01, 0.9);
NN.SetLearningRate(0.001, 0.9);

// Calculate initial error
ErrorSum := 0;
Expand All @@ -82,7 +82,7 @@ procedure TTestNeuralTraining.TestXORLearningConvergence;
InitialError := ErrorSum;

// Train for several epochs
for Epoch := 1 to 500 do
for Epoch := 1 to 5000 do
begin
for I := 0 to 3 do
begin
Expand Down Expand Up @@ -143,10 +143,10 @@ procedure TTestNeuralTraining.TestANDLearningConvergence;
TNNetFullConnectReLU.Create(4),
TNNetFullConnectLinear.Create(1)
]);
NN.SetLearningRate(0.01, 0.9);
NN.SetLearningRate(0.001, 0.9);

// Train for several epochs
for Epoch := 1 to 200 do
for Epoch := 1 to 5000 do
begin
for I := 0 to 3 do
begin
Expand Down