A week of training
Difficulty 4 of 5
16 H100 train a 13B model for a week; a third server waits idle. A GPU, a rail switch and a whole server will fail. Set the checkpoint plan and the spare pool before the run: the job must be productive 96.5 percent of the week and lose at most 40 min of work in a failure.
Backup every 60 minutes · RPO 60 minutes · RTO 11 hours at 100 Mbps
Goals and limits
- Data lost (RPO)
- under 2,400 s
- Availability
- at least 90%
- Monthly cost
- under 1,000,000 USD/mo
- Waves
- 3
- Time within SLO
- at least 96.5%
Concepts
How players did
Player results load from the server.