time and data_time - Githubissues

shinya7y / UniverseNet

USB: Universal-Scale Object Detection Benchmark (BMVC 2022)

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Closed swapnil-saha closed 4 years ago

swapnil-saha commented 4 years ago

what do time and data_time in train log json file indicate?

shinya7y commented 4 years ago

Method	Backbone	GPU	time	data_time
UniverseNet	R2-50	T4 * 4	2.2383	0.0174
UniverseNet	R2-50	V100 * 8	0.6193	0.0120
UniverseNet+GFL	R2-50	T4 * 4	2.2040	0.0148
UniverseNet+GFL	R2-101	T4 * 4	3.2678	0.0143
UniverseNet 20.08	R2-50	T4 * 4	1.2291	0.0168

I calculated the mean (without include_outliers) of the second epoch, because the log files are fragmented due to resume.