2080 Ti TensorFlow GPU Benchmarks

The 2080 Ti comes out on top as the best GPU in 2018 for training neural nets.The 2080 Ti GPUs pictured in a Lambda Quad 2080 Ti deep learning workstation.At Lambda, we’re often asked “what’s the best GPU for deep learning?” In this post and accompanying white paper, we explore this question by evaluating the top 5 GPUs used by AI researchers:To determine the best machine learning GPU, we factor in both cost and performance.Results summaryAs of October 8, 2018, the NVIDIA RTX 2080 Ti is the best GPU for deep learning research on a single GPU system running TensorFlow. A typical single GPU system with this GPU will be:37% faster than the 1080 Ti with FP32, 62% faster with FP16, and 25% more expensive.35% faster than the 2080 with FP32, 47% faster with FP16, and 25% more expensive.96% as fast as the Titan V with FP32, 3% faster with

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