201 lines
5.7 KiB
Plaintext
201 lines
5.7 KiB
Plaintext
Counting counts of order 2
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Counting counts of order 3
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Starting fitting...
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Starting OWL-BFGS with c1=1.56621e-07, sigma2=1.91545e+07, max_iters=1000
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No of NaNs in logZs: 0, No infs: 0
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dual is 10.4076
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regularized dual is 10.4076
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norm of gradient =0.123202
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norm of regularized gradient =0.123202
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No of NaNs in logZs: 0, No infs: 0
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dual is 10.2844
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regularized dual is 10.2844
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norm of gradient =0.123166
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norm of regularized gradient =0.123166
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Iteration 1
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No of NaNs in logZs: 0, No infs: 414862
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dual is inf
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regularized dual is inf
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norm of gradient =0.0570465
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norm of regularized gradient =0.0569476
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No of NaNs in logZs: 0, No infs: 414862
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dual is inf
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regularized dual is inf
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norm of gradient =0.0950422
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norm of regularized gradient =0.0949617
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No of NaNs in logZs: 0, No infs: 0
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dual is 367.048
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regularized dual is 367.07
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norm of gradient =0.932065
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norm of regularized gradient =0.932086
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No of NaNs in logZs: 0, No infs: 0
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dual is 183.778
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regularized dual is 183.783
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norm of gradient =0.932065
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norm of regularized gradient =0.932075
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No of NaNs in logZs: 0, No infs: 0
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dual is 92.1425
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regularized dual is 92.144
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norm of gradient =0.932065
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norm of regularized gradient =0.93207
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No of NaNs in logZs: 0, No infs: 0
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dual is 46.325
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regularized dual is 46.3254
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norm of gradient =0.932065
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norm of regularized gradient =0.932068
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No of NaNs in logZs: 0, No infs: 0
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dual is 23.4163
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regularized dual is 23.4164
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norm of gradient =0.932059
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norm of regularized gradient =0.93206
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No of NaNs in logZs: 0, No infs: 0
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dual is 11.9708
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regularized dual is 11.9708
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norm of gradient =0.923142
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norm of regularized gradient =0.923142
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No of NaNs in logZs: 0, No infs: 0
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dual is 8.64133
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regularized dual is 8.64134
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norm of gradient =0.0945404
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norm of regularized gradient =0.0945398
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Iteration 2
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No of NaNs in logZs: 0, No infs: 0
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dual is 34.1054
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regularized dual is 34.1068
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norm of gradient =0.706222
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norm of regularized gradient =0.706224
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No of NaNs in logZs: 0, No infs: 0
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dual is 18.608
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regularized dual is 18.6084
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norm of gradient =0.624426
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norm of regularized gradient =0.624428
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No of NaNs in logZs: 0, No infs: 0
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dual is 10.9824
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regularized dual is 10.9825
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norm of gradient =0.533057
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norm of regularized gradient =0.533058
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No of NaNs in logZs: 0, No infs: 0
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dual is 7.8286
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regularized dual is 7.82864
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norm of gradient =0.249817
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norm of regularized gradient =0.249818
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Iteration 3
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No of NaNs in logZs: 0, No infs: 0
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dual is 7.45703
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regularized dual is 7.45707
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norm of gradient =0.0813209
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norm of regularized gradient =0.0813208
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Iteration 4
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No of NaNs in logZs: 0, No infs: 0
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dual is 7.39064
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regularized dual is 7.39068
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norm of gradient =0.127326
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norm of regularized gradient =0.127326
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Iteration 5
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No of NaNs in logZs: 0, No infs: 0
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dual is 7.12836
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regularized dual is 7.12841
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norm of gradient =0.0591899
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norm of regularized gradient =0.0591891
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Iteration 6
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No of NaNs in logZs: 0, No infs: 0
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dual is 6.89138
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regularized dual is 6.89144
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norm of gradient =0.0589756
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norm of regularized gradient =0.058975
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Iteration 7
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No of NaNs in logZs: 0, No infs: 0
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dual is 6.65123
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regularized dual is 6.65132
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norm of gradient =0.0819608
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norm of regularized gradient =0.0819611
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Iteration 8
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No of NaNs in logZs: 0, No infs: 0
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dual is 6.43324
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regularized dual is 6.43334
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norm of gradient =0.0453901
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norm of regularized gradient =0.04539
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Iteration 9
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No of NaNs in logZs: 0, No infs: 0
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dual is 6.30992
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regularized dual is 6.31002
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norm of gradient =0.046045
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norm of regularized gradient =0.0460448
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Iteration 10
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No of NaNs in logZs: 0, No infs: 0
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dual is 6.15734
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regularized dual is 6.15747
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norm of gradient =0.0466146
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norm of regularized gradient =0.0466143
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Iteration 11
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No of NaNs in logZs: 0, No infs: 0
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dual is 6.06048
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regularized dual is 6.06061
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norm of gradient =0.0313783
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norm of regularized gradient =0.0313779
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Iteration 12
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No of NaNs in logZs: 0, No infs: 0
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dual is 5.90952
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regularized dual is 5.90969
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norm of gradient =0.033245
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norm of regularized gradient =0.0332449
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Iteration 13
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No of NaNs in logZs: 0, No infs: 0
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dual is 5.84842
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regularized dual is 5.8486
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norm of gradient =0.0535879
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norm of regularized gradient =0.053588
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Iteration 14
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No of NaNs in logZs: 0, No infs: 0
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dual is 5.78115
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regularized dual is 5.78135
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norm of gradient =0.0229269
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norm of regularized gradient =0.0229269
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Iteration 15
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No of NaNs in logZs: 0, No infs: 0
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dual is 5.68463
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regularized dual is 5.68487
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norm of gradient =0.0226541
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norm of regularized gradient =0.0226541
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Iteration 16
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No of NaNs in logZs: 0, No infs: 0
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dual is 5.59716
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regularized dual is 5.59745
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norm of gradient =0.0356965
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norm of regularized gradient =0.0356963
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Iteration 17
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No of NaNs in logZs: 0, No infs: 0
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dual is 5.52393
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regularized dual is 5.52426
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norm of gradient =0.0488195
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norm of regularized gradient =0.0488196
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Iteration 18
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No of NaNs in logZs: 0, No infs: 0
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dual is 5.4645
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regularized dual is 5.46485
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norm of gradient =0.0167226
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norm of regularized gradient =0.0167224
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Iteration 19
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No of NaNs in logZs: 0, No infs: 0
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dual is 5.39032
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regularized dual is 5.39073
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norm of gradient =0.018022
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norm of regularized gradient =0.0180213
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Iteration 20
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No of NaNs in logZs: 0, No infs: 0
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dual is 5.32994
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regularized dual is 5.33042
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norm of gradient =0.0235084
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norm of regularized gradient =0.0235079
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Iteration 21
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No of NaNs in logZs: 0, No infs: 0
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dual is 5.23868
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regularized dual is 5.2393
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norm of gradient =0.0242542
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norm of regularized gradient =0.0242539
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Iteration 22
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No of NaNs in logZs: 0, No infs: 0
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dual is 5.21165
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regularized dual is 5.21235
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norm of gradient =0.0344378
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