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msracver / FCIS

Fully Convolutional Instance-aware Semantic Segmentation
MIT License
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GPU memory usage. #119

Closed franciszzj closed 6 years ago

franciszzj commented 6 years ago

@YuwenXiong @daijifeng001 @ancientmooner @all When I train FCIS on my devices, I found that GPU memory usage has been changing. Minimum occupancy of 6G, while Max occupancy of ~10G. Why memory usage happen such a big change? Hope to get the answer!

HaozhiQi commented 6 years ago

This is the MXNet's memory management mechanism. You may just ignore it since the memory usage will decrease once it is close to limit.