drinkingkazu commented 8 years ago

We want to run the viewer with exactly same way image is passed onto the network training and/or forward computation. New branch: https://github.com/LArbys/caffe/tree/process_driver/src/caffe ... has the implementation we planed already in place.

need this to be implemented in view_rgb.py

vgenty commented 8 years ago

Yes, I've reviewed APICaffe in LArCV and your caffe branch which loads via the thread factory. I don't know your exact configuration for SimpleFiller (maybe you can point me to it) but I assume I can let pycaffe create a ROOTLayer then access the instantiated SimpleFiller and call fill_entry_data bypassing the need for a ROOT file on disk.

drinkingkazu commented 8 years ago

Given ROOT data layer caffe config looking like this:

layer { name: "data" type: "ROOTData" top: "data" top: "label"

root_data_param { batch_size: 1 filler_config: "ana_filler.cfg" filler_name: "Analysis" }
}

... to process 1 event at a time, here's how filler config looks like

Analysis: { Verbosity: 2 EnableFilter: false RandomAccess: false

InputFiles: ["/stage/drinkingkazu/production/v03/hires_crop/data_extbnb/part01/hiresdiv_extbnb_0000_0009.root","/stage/drinkingkazu/production/v03/hires_crop/data_extbnb/part01/hiresdiv_extbnb_0010_0019.root","/stage/drinkingkazu/production/v03/hires_crop/data_extbnb/part01/hiresdiv_extbnb_0020_0039.root","/stage/drinkingkazu/production/v03/hires_crop/data_extbnb/part01/hiresdiv_extbnb_0040_0059.root","/stage/drinkingkazu/production/v03/hires_crop/data_extbnb/part01/hiresdiv_extbnb_0060_0079.root","/stage/drinkingkazu/production/v03/hires_crop/data_extbnb/part01/hiresdiv_extbnb_0080_0099.root","/stage/drinkingkazu/production/v03/hires_crop/data_extbnb/part01/hiresdiv_extbnb_0100_0119.root","/stage/drinkingkazu/production/v03/hires_crop/data_extbnb/part01/hiresdiv_extbnb_0140_0159.root","/stage/drinkingkazu/production/v03/hires_crop/data_extbnb/part01/hiresdiv_extbnb_0160_0180.root"]

ProcessType: ["SimpleFiller"] ProcessName: ["SimpleFiller"]

ProcessList: { SimpleFiller: {

DatumFillerBase configuration

  MeanADC:           [0,0,0]
  MeanImageFile:     "/stage/drinkingkazu/production/v03/hires_crop/data_extbnb/mean_part01.root"
  MeanImageProducer: "mean"
  InputProducer:     "tpc_hires_crop"
  ROIProducer:       "tpc_hires_crop"
  # SimpleFiller configuration
  Channels:          []
  MaxADC:            [200,200,200]
  MinADC:            [17,13,20]
  GausSmearingMean:  1.0
  GausSmearingSigma: 0.1
  PixelWiseSmearing: true
}

} }

drinkingkazu commented 6 years ago

I think this is a legacy feature so I would close. But please re-open if needed!

LArbys / LArCV

viewer caffe forward computation to use new implementation #23

DatumFillerBase configuration