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UPennEoR / ml_rfi

Machine learning applied to RFI flagging
BSD 2-Clause "Simplified" License
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Prediction time for a full HERA Observation #5

Open jkerrigan opened 6 years ago

jkerrigan commented 6 years ago

A rough time comparison needs to be performed to XRFI as it exists in RTP. XRFI takes ~20 minutes on a standard observation. The majority of time for the FCN to predict appears to be in loading the model into memory and initializing the weights?

jkerrigan commented 6 years ago

A quick prediction test on 1450 waterfall visibilities (Not checked for accuracy of predictions!) including the loading of the model, folding, and unfolding of the waterfalls gives a total time of ~72s.