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

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.
21Updated 3 years ago

Related projects

Alternatives and complementary repositories for sagemaker-cv-preprocessing-training-performance