Partially Verified65% confidenceSolutionExact time
The author runs the entire pipeline on a server with 1 vCPU, 2 GB of memory, and no GPU, and recommends running only one process at a time on a single core and calling gc.collect() after processing each asset.
3
Sources
65%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
Related Entities
Related Claims
Partially VerifiedThe entire system runs on a server with 1 vCPU, 2 GB of memory, and no GPU; the author recommends running only one process at a time, calling gc.collect() between assets, measuring peak memory with resource.getrusage, and rendering at the resolution actually needed79% similarUnverifiedThe author's entire pipeline (including the image generation step) runs on hardware with 1 vCPU and 2 GB of memory, one process at a time, calling gc.collect() between assets and using ru_maxrss to check the real memory peak.75% similarUnverifiedThe entire pipeline can run on a machine with 1 vCPU, 2 GB RAM and no GPU.72% similarUnverifiedThe contributor's complete toolchain runs on a server with 1 vCPU, 2GB of memory, and no GPU, and produced 39 products and 856MB of output on this machine.70% similarUnverifiedOn a machine with 1 vCPU and 2 GB of memory, running only one process at a time avoids swapping and keeps batch runs stable.70% similar
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