Sony and AMD formally announced "Project Amethyst," their collaboration to develop machine-learning technology to improve graphics and gameplay, in 2024. The partnership has already benefitted both companies: Cerny says Sony contributed to the development of AMD's FSR 4 and similar improvements are now trickling back to the PS5 Pro. Both companies' plans to improve everything from upscaling performance to energy efficiency could also pay further dividends in future consoles and GPUs.
（作者为南京师范大学文学院教授）
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If training seems slower than usual, it’s because Qwen3.5 use custom Mamba Triton kernels. Compiling those kernels can take longer than normal, especially on T4 GPUs.，更多细节参见wps下载
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