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Directly register finalized model variables #1058

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Before this change, the serialized model was first loaded as-is in the system memory. This can waste system memory if the model is then moved to the GPU and/or quantization is applied.

Now the model weights are progressively converted and moved to the destination device.

@guillaumekln guillaumekln force-pushed the optimize-variable-load branch from bd4121d to 9de7dd6 Compare January 27, 2023 17:44
@guillaumekln guillaumekln marked this pull request as draft January 30, 2023 08:51
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