The service itself is intentionally single-flight: one active render at a time in the app, and concurrency set to 1. Video rendering is resource-hungry enough that isolation is worth more than throughput: Chrome uses gigabytes of RAM, FFmpeg maxes out CPU, and memory pressure causes frame corruption.
Elahi, the UK's deputy government chemist, who is based at the measurement and testing services company LGC, couldn't believe that food fraudsters would target children.
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~7200 training timepoints, 540 test timepoints