ConceptCPU offload / model cpu offload
enable_model_cpu_offload
A memory optimization strategy in the diffusers library that keeps the model in CPU memory and moves it to the GPU on demand only during inference, thereby reducing VRAM usage.
Timeline (last 90 days)
Oct 13
The diffusers enable_model_cpu_offload() strategy is based on the idea of 'keeping the model on CPU and moving it to GPU only at runtime', but on UMA this strategy may not effectively reduce memory pressure.
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