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Julian Kates-Harbeck
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conf update
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examples/conf.yaml

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@@ -3,21 +3,21 @@
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#will do stuff in fs_path / [username] / signal_data | shot_lists | processed shots, etc.
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fs_path: '/tigress'
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target: 'maxhinge' #'maxhinge' #'maxhinge' #'binary' #'hinge'
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target: 'hinge' #'maxhinge' #'maxhinge' #'binary' #'hinge'
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num_gpus: 4
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paths:
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signal_prepath: '/signal_data/' #/signal_data/jet/
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shot_list_dir: '/shot_lists/'
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tensorboard_save_path: '/Graph/'
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data: jet_to_d3d_data #'d3d_to_jet_data' #'d3d_to_jet_data' # 'jet_to_d3d_data' #jet_data
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data: jet_data #'d3d_to_jet_data' #'d3d_to_jet_data' # 'jet_to_d3d_data' #jet_data
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specific_signals: [] #['q95','li','ip','betan','energy','lm','pradcore','pradedge','pradtot','pin','torquein','tmamp1','tmamp2','tmfreq1','tmfreq2','pechin','energydt','ipdirect','etemp_profile','edens_profile'] #if left empty will use all valid signals defined on a machine. Only use if need a custom set
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executable: "mpi_learn.py"
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shallow_executable: "learn.py"
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data:
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bleed_in: 5 #how many shots from the test sit to use in training?
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bleed_in_repeat_fac: 10
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bleed_in: 0 #how many shots from the test sit to use in training?
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bleed_in_repeat_fac: 1 #how many times to repeat shots in training and validation?
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bleed_in_remove_from_test: True
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bleed_in_equalize_sets: False
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signal_to_augment: None #'plasma current' #or None
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floatx: 'float32'
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model:
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shallow: True
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shallow: False
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shallow_model:
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num_samples: 1000000 #1000000 #the number of samples to use for training
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type: "xgboost" #"xgboost" #"xgboost" #"random_forest" "xgboost"

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