The technique disclosed conveniently delivers a holder for GPU computing cards or any standard PCIe form factor card within a computer system. To ensure the computer system can fix in place a GPU computing card or any PCIe form factor card installed, a holder to fix the card within the chassis enclosure to resist the shock and vibration is an effective solution. Artificial Intelligence (AI) and Machine Learning (ML) based computer systems may require multiple embedded GPU computing cards. In such examples, this new idea can provide a solid holder to fix the GPU computing cards, as well as provide effective use of the limited space inside the computer system. The key feature of the present invention is to provide flexible mounting orientations and to fix the GPU computing card or any PCIe form factor card inside a computer system.

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