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dje-dev avatar dje-dev commented on July 26, 2024

As suggested by borg, vram requirements can be reduced by reducing the backend's max batch size, probably something like:
-- backend-opts=(backend=cuda,gpu=0,max_batch=512). The engine then needs to also understand not to build batches in excess of this size.
Probably a user bool setting like "small-memory" could be introduced which would cut various parameters in half such as this batch size and also other internal data structures. Possibly set this automatically if the GPU has little RAM.

from ceres.

dje-dev avatar dje-dev commented on July 26, 2024

Ceres v0.90-rc1 (just released) significantly reduces GPU memory consumption, and is now nearly identical to that of LC0.

from ceres.

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