Category: Optimizaiton
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A Caching Strategy for Identifying Bottlenecks on the Data Input Pipeline
A Caching Strategy for Identifying Bottlenecks on the Data Input Pipeline PyTorch model performance analysis and optimization — Part 8 The post A Caching Strategy for Identifying Bottlenecks on the Data Input Pipeline appeared first on Towards Data Science. Chaim Rand Go to original source
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Breaking the Bottleneck: GPU-Optimised Video Processing for Deep Learning
Breaking the Bottleneck: GPU-Optimised Video Processing for Deep Learning Deep Learning (DL) applications often require processing video data for tasks such as object detection, classification, and segmentation. However, conventional video processing pipelines are typically inefficient for deep learning inference, leading to performance bottlenecks. In this post will leverage PyTorch and FFmpeg with NVIDIA hardware acceleration…