24 lines
945 B
PHP
24 lines
945 B
PHP
<?php
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namespace Tests\Unit\Training;
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use App\Models\NetworksTraining\NetworkTraining;
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use Tests\TestCase;
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class TrainingTestCase extends TestCase
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{
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public const DEFAULT_MARGIN_OF_ERROR = 0.001;
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public function verifyTrainingResults(NetworkTraining $training, array $expectedWeights, int $expectedEpochs, float $marginOfError = self::DEFAULT_MARGIN_OF_ERROR): void
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{
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$training->start();
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// Assert that the final synaptic weights are as expected withing the margin of error
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$finalWeights = $training->getSynapticWeights();
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$this->assertEqualsWithDelta($expectedWeights, $finalWeights, $marginOfError, "Final synaptic weights do not match expected values.");
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// Assert that the number of epochs taken is as expected
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$this->assertEquals($expectedEpochs, $training->getEpoch(), "Expected training to take $expectedEpochs epochs, but it took {$training->getEpoch()} epochs.");
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}
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}
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