51 lines
1.7 KiB
PHP
51 lines
1.7 KiB
PHP
<?php
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namespace App\Services\IterationEventBuffer;
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class PerceptronIterationEventBuffer implements IPerceptronIterationEventBuffer
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{
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private $data;
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private int $nextSizeIncreaseThreshold;
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private int $underSizeIncreaseCount = 0;
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public function __construct(
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private string $sessionId,
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private string $trainingId,
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private int $sizeIncreaseStart = 10,
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private int $sizeIncreaseFactor = 2,
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) {
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$this->data = [];
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$this->nextSizeIncreaseThreshold = $sizeIncreaseStart;
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}
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public function flush(): void
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{
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event(new \App\Events\PerceptronTrainingIteration($this->data, $this->sessionId, $this->trainingId));
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$this->data = [];
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}
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public function addIteration(int $epoch, int $exampleIndex, float $error, array $synaptic_weights): void
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{
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$this->data[] = [
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'epoch' => $epoch,
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'exampleIndex' => $exampleIndex,
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'error' => $error,
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'weights' => $synaptic_weights,
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];
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if ($this->underSizeIncreaseCount <= $this->sizeIncreaseStart) { // We can still send a single date because we are under the increase start threshold
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$this->underSizeIncreaseCount++;
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$this->flush();
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} elseif (count($this->data) >= $this->nextSizeIncreaseThreshold) {
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$this->flush();
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$this->nextSizeIncreaseThreshold *= $this->sizeIncreaseFactor;
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if ($this->nextSizeIncreaseThreshold > config('perceptron.broadcast_iteration_size')) {
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$this->nextSizeIncreaseThreshold = config('perceptron.broadcast_iteration_size'); // Cap the threshold to the maximum size
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}
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}
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}
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}
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