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I had a stretch of unexplained training crashes earlier this month that despatched me down this rabbit gap - loss spikes that didn't reproduce, an OOM that got here back clear on re-run, that sort of thing. I've burned a whole night on this twice now; it's the very first thing I check when a fresh env explodes.

The only real verify is a software memtest, which implies taking the machine down for hours. The lesson wasn't "I want ECC" a lot as "without ECC I had to take the machine down for hours of memtest to verify what ECC would have flagged in seconds." Still occurring the following-construct list.

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