Comments (2)
chengzhag
commented on August 27, 2024
The tfrecords dataset improved training speed on a machine with limited storage speed significantly! Thanks for your update!
With a GbE connection storage server, a single 1080ti GPU can train at a speed of 1.5 steps/sec at almost full utilization:
Previously, the same GPU can only achieve less than 0.6 steps/sec with the same network storage server, or 1.0 steps/sec with a nvme SSD (tested today).
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chengzhag
commented on August 27, 2024
PS: with the tfrecord dataset and a nvme SSD, a 1080ti can achieve 1.8 steps/sec at full utilization:
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Related Issues (13)
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