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
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Updated
Jul 13, 2021 - Python