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sagemakerdebugger

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aws-samples / sagemaker-cv-preprocessing-training-performance

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SageMaker training implementation for computer vision to offload JPEG decoding and augmentations on GPUs using NVIDIA DALI — allowing you to compare and reduce training time by addressing CPU bottlenecks caused by increasing data pre-processing load. Performance bottlenecks identified with SageMaker Debugger.

machine-learning deep-learning gpu pytorch nvidia dali sagemakertraining sagemakerdebugger nvidiadali
  • Updated Jul 13, 2021
  • Python

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