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by rrhjm53270
935 days ago
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I did roughly the same thing in one of my hobby project https://github.com/fengwang/nnl. But in stead of using SSD, I load all the weights to the host memory, and while inferencing the model layer by layer, I asynchronously copy memory from global to shared memory in the hope of better performance. However, my approach is bounded by the PCI-E bandwidth. |
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