V100 server on-prem vs AWS p3 instance cost comparison
Deep Learning requires GPUs, which are very expensive to rent in the cloud. In this post, we compare the cost of buying vs. renting a cloud GPU server. We use ...
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Reproduce Fast.ai/DIUx imagenet18 with a Titan RTX server
Last, tyear, Fast.ai won the first ImageNet training cost challenge as part of the DAWN benchmark. Their customized ResNet50 takes 3.27 hours to reach 93% ...
ResNet9: train to 94% CIFAR10 accuracy in 100 seconds with a single Turing GPU
DAWNBench recently updated its leaderboard. Among the impressive entries from top-class research institutes and AI Startups, perhaps the biggest leap was ...
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