3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.PF2026
Choosing a JPEG Decoder for PyTorch DataLoaders: Workload-Specific Throughput on Four CPUs
Vladimir Iglovikov, Dmitry Kosarevsky
A JPEG decoder benchmark can combine worker counts, CPUs, and datasets in one large result matrix. We simplify that comparison by fixing a PyTorch DataLoader at eight workers and a…
eess.IV2025★ 3 cited
Need for Speed: A Comprehensive Benchmark of JPEG Decoders in Python
Vladimir Iglovikov
Image loading represents a critical bottleneck in modern machine learning pipelines, particularly in computer vision tasks where JPEG remains the dominant format. This study presen…