The issue of non-reproducible results

[Ronronner001]

Hi, thank you for sharing your code. However, I encountered an issue where the results are not reproducible. I ran the model with the exact same environment, parameters, and even fixed the random seed, but the results keep getting worse, and I can't achieve reproducibility. Have you ever faced this issue? How did you solve it?
This is the result of two training sessions with fixed random seeds.
[07/26 20:33:37] opendet2.evaluation.pascal_voc_evaluation INFO:

mAP	WI	AOSE	AP@K	P@K	R@K	AP@U	P@U	R@U
15.93	21.48	28328.00	63.69	9.21	91.35	16.36	28.97	29.44
[07/26 20:33:37] opendet2.engine.defaults INFO: Evaluation results for voc_coco_20000_test in csv format:
[07/26 20:33:37] d2.evaluation.testing INFO: copypaste: mAP=15.93
[07/26 20:33:37] d2.evaluation.testing INFO: copypaste: WI=21.48
[07/26 20:33:37] d2.evaluation.testing INFO: copypaste: AOSE=28328.0
[07/26 20:33:37] d2.evaluation.testing INFO: copypaste: AP@K=63.69
[07/26 20:33:37] d2.evaluation.testing INFO: copypaste: P@K=9.21
[07/26 20:33:37] d2.evaluation.testing INFO: copypaste: R@K=91.35
[07/26 20:33:37] d2.evaluation.testing INFO: copypaste: AP@U=16.36
[07/26 20:33:37] d2.evaluation.testing INFO: copypaste: P@U=28.97
[07/26 20:33:37] d2.evaluation.testing INFO: copypaste: R@U=29.44

[08/15 06:26:48] opendet2.evaluation.pascal_voc_evaluation INFO:

mAP	WI	AOSE	AP@K	P@K	R@K	AP@U	P@U	R@U
15.67	22.83	29788.00	62.66	9.03	91.50	16.42	30.29	28.87
[08/15 06:26:48] opendet2.engine.defaults INFO: Evaluation results for voc_coco_20000_test in csv format:
[08/15 06:26:48] d2.evaluation.testing INFO: copypaste: mAP=15.67
[08/15 06:26:48] d2.evaluation.testing INFO: copypaste: WI=22.83
[08/15 06:26:48] d2.evaluation.testing INFO: copypaste: AOSE=29788.0
[08/15 06:26:48] d2.evaluation.testing INFO: copypaste: AP@K=62.66
[08/15 06:26:48] d2.evaluation.testing INFO: copypaste: P@K=9.03
[08/15 06:26:48] d2.evaluation.testing INFO: copypaste: R@K=91.5
[08/15 06:26:48] d2.evaluation.testing INFO: copypaste: AP@U=16.42
[08/15 06:26:48] d2.evaluation.testing INFO: copypaste: P@U=30.29
[08/15 06:26:48] d2.evaluation.testing INFO: copypaste: R@U=28.87