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minor style fix
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skirui-source committed Aug 15, 2023
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"\n",
"In the notebook demo below, we compare benchmarking results to show how GPU can accelerate HPO tuning jobs relative to CPU.\n",
"\n",
"For instance, we find a 48x speedup in wall clock time (0.71 hrs vs 34.6 hrs) for XGBoost and 16x (3.86 hrs vs 63.2 hrs) for RandomForest when comparing between `p3.8xlarge` Tesla V100 GPUs and `c5.24xlarge` CPU EC2 instances on 100 HPO trials on 3 years of the Airline Dataset.\n",
"For instance, we find a 48x speedup in wall clock time (0.71 hrs vs 34.6 hrs) for XGBoost and 16x (3.86 hrs vs 63.2 hrs) for RandomForest when comparing between `p3.8xlarge` Tesla V100 GPUs and `c5.24xlarge` CPU EC2 instances on 100 HPO trials of the 3-year Airline Dataset.\n",
"\n"
]
},
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