mirror of
https://github.com/TREX-CoE/Sherman-Morrison.git
synced 2024-07-23 03:07:46 +02:00
c2f643ad8f
- Updated gitignore - Added python script to compute basic statistical observables from testruns - Added test bash script to automate test_h5: the cycles in the dataset are not continues and test_h5 crashes if a cycle number is not present in the dataset. - Added common threshold for all 3 standard SM algos.
27 lines
937 B
Python
Executable File
27 lines
937 B
Python
Executable File
#!/usr/bin/env python
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import sys
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import numpy as np
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filename = sys.argv[1]
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Cycle, Rmax, R2 = np.loadtxt(filename, usecols = (3, 4, 5), unpack = True)
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print ("========================================================")
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print ("Statistics for file: ", filename)
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print ("========================================================")
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print ("Max element residual")
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print ("--------------------")
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print ("MINIMUM, Cycle#: ", np.nanmin(Rmax), ", ", Cycle[np.nanargmin(Rmax)])
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print ("MAXIMUM, Cycle#: ", np.nanmax(Rmax), ", " , Cycle[np.nanargmax(Rmax)])
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print ("MEAN: ", np.nanmean(Rmax))
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print ("STD: ", np.nanstd(Rmax))
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print ("")
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print ("Frobenius norm squared residual")
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print ("--------------------------------")
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print ("MINIMUM, Cycle#: ", np.nanmin(R2), ", ", Cycle[np.nanargmin(R2)])
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print ("MAXIMUM, Cycle#: ", np.nanmax(R2), ", " , Cycle[np.nanargmax(R2)])
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print ("MEAN: ", np.nanmean(R2))
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print ("STD: ", np.nanstd(R2))
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print ("")
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