How can we utilize GPU shared memory?

How can we utilize GPU shared memory? I got the error "GPU out of memory". However, the task manager said there was a shared GPU memory of 7.9 GB which was not utilized.

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The "shared GPU memory" shown in task manager is not memory on the GPU itself, but part of the overall system memory that Windows makes available to the GPU. Unfortunately, we do not support utilizing that memory.

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No, it will not be supported in near future. It is forced by MS Windows, and NVIDIA and Microsoft will have to negotiate to solve the problem.
It is not clear what list you are referring to about bottlenecks and sparse matrix support ?

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