MonoLayer Perceptron

app/Http/Controllers/PerceptronController.php

@@ -5,6 +5,7 @@ namespace App\Http\Controllers;
 use App\Events\PerceptronInitialization;
 use App\Models\NetworksTraining\ADALINEPerceptronTraining;
 use App\Models\NetworksTraining\GradientDescentPerceptronTraining;
+use App\Models\NetworksTraining\MonoLayerPerceptronTraining;
 use App\Models\NetworksTraining\SimpleBinaryPerceptronTraining;
 use App\Services\DatasetReader\IDataSetReader;
 use App\Services\DatasetReader\LinearOrderDataSetReader;
@@ -13,7 +14,11 @@ use App\Services\IterationEventBuffer\PerceptronIterationEventBuffer;
 use App\Services\IterationEventBuffer\PerceptronLimitedEpochEventBuffer;
 use App\Services\SynapticWeightsProvider\ISynapticWeightsProvider;
 use App\Services\SynapticWeightsProvider\ZeroSynapticWeights;
+use Illuminate\Contracts\Queue\Job;
 use Illuminate\Http\Request;
+use Illuminate\Support\Facades\DB;
+use Symfony\Contracts\EventDispatcher\Event;
+use Tests\Services\IterationEventBuffer\DullIterationEventBuffer;
 
 class PerceptronController extends Controller
 {
@@ -126,6 +131,8 @@ class PerceptronController extends Controller
 
     public function run(Request $request, ISynapticWeightsProvider $synapticWeightsProvider)
     {
+        $startTime = microtime(true);
+
         $perceptronType = $request->input('type');
         $minError = $request->input('min_error', 0.01);
         $weightInitMethod = $request->input('weight_init_method', 'random');
@@ -135,6 +142,9 @@ class PerceptronController extends Controller
         $sessionId = $request->input('session_id', session()->getId());
         $trainingId = $request->input('training_id');
 
+        // Remove the jobs for the sessionId
+        DB::table('jobs')->where('payload', 'like', '%s:9:\"sessionId\";s:40:\"'. $sessionId .'\";%')->delete();
+
         if ($weightInitMethod === 'zeros') {
             $synapticWeightsProvider = new ZeroSynapticWeights;
         }
@@ -151,6 +161,7 @@ class PerceptronController extends Controller
             'simple' => new SimpleBinaryPerceptronTraining($datasetReader, $learningRate, $maxEpochs, $synapticWeightsProvider, $iterationEventBuffer, $sessionId, $trainingId),
             'gradientdescent' => new GradientDescentPerceptronTraining($datasetReader, $learningRate, $maxEpochs, $synapticWeightsProvider, $iterationEventBuffer, $sessionId, $trainingId, $minError),
             'adaline' => new ADALINEPerceptronTraining($datasetReader, $learningRate, $maxEpochs, $synapticWeightsProvider, $iterationEventBuffer, $sessionId, $trainingId, $minError),
+            'monolayer' => new MonoLayerPerceptronTraining($datasetReader, $learningRate, $maxEpochs, $synapticWeightsProvider, $iterationEventBuffer, $sessionId, $trainingId, $minError),
             default => null,
         };
 
@@ -160,6 +171,7 @@ class PerceptronController extends Controller
 
         return response()->json([
             'message' => 'Training completed',
+            'execution_time' => microtime(true) - $startTime,
         ]);
     }
 }