GPU memory

Whole-device MiB minus the pre-load baseline. Resident-cohort rows include every listed checkpoint, not just the measured model. Torch peaks and cgroup RAM cover that worker and its entire cohort; loading is separate from warmed calls.

Run Engine Checkpoint Delivery Resident cohort VRAM baseline MiB Warm peak delta MiB Load peak delta MiB Torch peak allocated MiB Torch peak reserved MiB RAM current MiB RAM peak MiB
20261025-050404-08222176 faster 0.6B-CustomVoice complete 0.6B-CustomVoice 2393 3316 2729 2617.24 2970.0 2060.0 2211.7
20261025-050404-08222176 faster 0.6B-Base complete 0.6B-Base 2393 4230 2700 2892.87 3924.0 2169.2 2216.6
20261025-053632-9d5b8428 faster 1.7B-CustomVoice complete 1.7B-CustomVoice 2393 6118 4609 4669.22 5286.0 2150.1 2247.3
20261025-053632-9d5b8428 faster 1.7B-Base complete 1.7B-Base 2393 6587 4671 4847.45 6002.0 5624.6 5669.6
20261025-053632-9d5b8428 faster 1.7B-VoiceDesign complete 1.7B-VoiceDesign 2393 5443 4726 4532.32 4850.0 2093.0 2237.9

See DETAILS.md for the latest run and methodology.