How Are Training Jobs Queued?

First in first out (FIFO) applies to training jobs. Subsequent jobs can be executed only after the preceding job is complete. This may lead to starvation of small jobs.

Job starvation is as follows: For example, a 64-card training job is queuing, and a 1-card training job follows the 64-card one. The 1-card training job can be executed only after the resources of 64 cards are idle. Even if the resources of 30 cards are available, the 1-card training job cannot be executed.

Parent topic: Resource Pools

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