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May 30, 2016 12:55
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| iter=2964, left=12036 | |
| 15:44:07.561 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -5.5147811508504674E-5 | |
| 15:44:08.108 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.05344788357615471 | |
| 15:44:08.108 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.05344788357615471, scoreAtStart=0.05473032966256142 | |
| iter=3458, left=11542 | |
| 15:44:45.642 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -1.7115466471295804E-4 | |
| 15:44:46.161 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.01445124950259924 | |
| 15:44:46.161 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.01445124950259924, scoreAtStart=0.016986511647701263 | |
| iter=3952, left=11048 | |
| 15:45:26.446 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -1.2548292579595E-4 | |
| 15:45:26.995 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.03684040158987045 | |
| 15:45:26.995 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.03684040158987045, scoreAtStart=0.03957928344607353 | |
| iter=4446, left=10554 | |
| 15:46:08.002 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = 1.1407564306864515E-4 | |
| 15:46:08.478 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.15155696868896484 | |
| 15:46:08.478 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.0216554589093264 | |
| 15:46:08.846 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.14908243715763092 | |
| 15:46:08.846 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.001973796121831509 | |
| 15:46:09.234 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.14883635938167572 | |
| 15:46:09.234 [main] DEBUG o.d.o.solvers.BackTiter=2964, left=12036 | |
| 15:44:07.561 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -5.5147811508504674E-5 | |
| 15:44:08.108 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.05344788357615471 | |
| 15:44:08.108 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.05344788357615471, scoreAtStart=0.05473032966256142 | |
| iter=3458, left=11542 | |
| 15:44:45.642 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -1.7115466471295804E-4 | |
| 15:44:46.161 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.01445124950259924 | |
| 15:44:46.161 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.01445124950259924, scoreAtStart=0.016986511647701263 | |
| iter=3952, left=11048 | |
| 15:45:26.446 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -1.2548292579595E-4 | |
| 15:45:26.995 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.03684040158987045 | |
| 15:45:26.995 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.03684040158987045, scoreAtStart=0.03957928344607353 | |
| iter=4446, left=10554 | |
| 15:46:08.002 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = 1.1407564306864515E-4 | |
| 15:46:08.478 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.15155696868896484 | |
| 15:46:08.478 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.0216554589093264 | |
| 15:46:08.846 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.14908243715763092 | |
| 15:46:08.846 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.001973796121831509 | |
| 15:46:09.234 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.14883635938167572 | |
| 15:46:09.234 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.9735760190892437E-4 | |
| 15:46:09.596 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - EXITING BACKTRACK: Jump too small (stepMin = 7.675307585047534E-6). Exiting and using original params. Score = 0.148809015750885 | |
| 15:46:09.597 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Step size returned by line search is 0.0. | |
| 15:46:12.210 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Hit termination condition on iteration 0: score=0.148809015750885, oldScore=0.148809015750885, condition=org.deeplearning4j.optimize.terminations.EpsTermination@46eaa05e | |
| iter=4940, left=10060 | |
| 15:46:51.424 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -2.5703685241751373E-4 | |
| 15:46:51.933 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.03417340666055679 | |
| 15:46:51.933 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.03417340666055679, scoreAtStart=0.038970548659563065 | |
| iter=5434, left=9566 | |
| 15:47:36.268 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -4.693160590250045E-4 | |
| 15:47:36.773 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.06843928247690201 | |
| 15:47:36.773 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.06843928247690201, scoreAtStart=0.07991252839565277 | |
| iter=5928, left=9072 | |
| 15:48:23.028 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = 0.005767895840108395 | |
| 15:48:23.564 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.9644507765769958 | |
| 15:48:23.564 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.007563534575356739 | |
| 15:48:23.926 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.6131184697151184 | |
| 15:48:23.926 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.456583166011017E-4 | |
| 15:48:24.296 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.580915093421936 | |
| 15:48:24.297 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.546896934529914E-5 | |
| 15:48:24.666 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.577738881111145 | |
| 15:48:24.666 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.5575640896958E-6 | |
| 15:48:25.053 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.5774217844009399 | |
| 15:48:25.053 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.558758341591657E-7 | |
| 15:48:25.053 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Exited line search after maxIterations termination condition; score did not improve (bestScore=0.5773865580558777, scoreAtStart=0.5773865580558777). Resetting parameters | |
| 15:48:25.352 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Step size returned by line search is 0.0. | |
| 15:48:27.938 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Hit termination condition on iteration 0: score=0.5773865580558777, oldScore=0.5773865580558777, condition=org.deeplearning4j.optimize.terminations.EpsTermination@46eaa05e | |
| iter=6422, left=8578 | |
| 15:49:15.210 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = 0.014798609539866447 | |
| 15:49:15.758 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.641363263130188 | |
| 15:49:15.758 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.014047131734225145 | |
| 15:49:16.139 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.14180782437324524 | |
| 15:49:16.140 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.0016618166778571534 | |
| 15:49:16.502 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.10370051860809326 | |
| 15:49:16.502 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.797503004207543E-4 | |
| 15:49:16.886 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.10020137578248978 | |
| 15:49:16.886 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.811900579279137E-5 | |
| 15:49:17.256 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.09985469281673431 | |
| 15:49:17.256 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.813426985310592E-6 | |
| 15:49:17.256 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Exited line search after maxIterations termination condition; score did not improve (bestScore=0.0998162105679512, scoreAtStart=0.0998162105679512). Resetting parameters | |
| 15:49:17.582 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Step size returned by line search is 0.0. | |
| 15:49:20.113 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Hit termination condition on iteration 0: score=0.0998162105679512, oldScore=0.0998162105679512, condition=org.deeplearning4j.optimize.terminations.EpsTermination@46eaa05e | |
| iter=2964, left=12036 | |
| 15:44:07.561 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -5.5147811508504674E-5 | |
| 15:44:08.108 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.05344788357615471 | |
| 15:44:08.108 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.05344788357615471, scoreAtStart=0.05473032966256142 | |
| iter=3458, left=11542 | |
| 15:44:45.642 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -1.7115466471295804E-4 | |
| 15:44:46.161 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.01445124950259924 | |
| 15:44:46.161 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.01445124950259924, scoreAtStart=0.016986511647701263 | |
| iter=3952, left=11048 | |
| 15:45:26.446 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -1.2548292579595E-4 | |
| 15:45:26.995 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.03684040158987045 | |
| 15:45:26.995 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.03684040158987045, scoreAtStart=0.03957928344607353 | |
| iter=4446, left=10554 | |
| 15:46:08.002 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = 1.1407564306864515E-4 | |
| 15:46:08.478 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.15155696868896484 | |
| 15:46:08.478 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.0216554589093264 | |
| 15:46:08.846 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.14908243715763092 | |
| 15:46:08.846 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.001973796121831509 | |
| 15:46:09.234 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.14883635938167572 | |
| 15:46:09.234 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.9735760190892437E-4 | |
| 15:46:09.596 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - EXITING BACKTRACK: Jump too small (stepMin = 7.675307585047534E-6). Exiting and using original params. Score = 0.148809015750885 | |
| 15:46:09.597 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Step size returned by line search is 0.0. | |
| 15:46:12.210 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Hit termination condition on iteration 0: score=0.148809015750885, oldScore=0.148809015750885, condition=org.deeplearning4j.optimize.terminations.EpsTermination@46eaa05e | |
| iter=4940, left=10060 | |
| 15:46:51.424 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -2.5703685241751373E-4 | |
| 15:46:51.933 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.03417340666055679 | |
| 15:46:51.933 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.03417340666055679, scoreAtStart=0.038970548659563065 | |
| iter=5434, left=9566 | |
| 15:47:36.268 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -4.693160590250045E-4 | |
| 15:47:36.773 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.06843928247690201 | |
| 15:47:36.773 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.06843928247690201, scoreAtStart=0.07991252839565277 | |
| iter=5928, left=9072 | |
| 15:48:23.028 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = 0.005767895840108395 | |
| 15:48:23.564 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.9644507765769958 | |
| 15:48:23.564 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.007563534575356739 | |
| 15:48:23.926 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.6131184697151184 | |
| 15:48:23.926 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.456583166011017E-4 | |
| 15:48:24.296 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.580915093421936 | |
| 15:48:24.297 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.546896934529914E-5 | |
| 15:48:24.666 [main] DEBUG o.d.o.solvers.BackTriter=2964, left=12036 | |
| 15:44:07.561 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -5.5147811508504674E-5 | |
| 15:44:08.108 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.05344788357615471 | |
| 15:44:08.108 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.05344788357615471, scoreAtStart=0.05473032966256142 | |
| iter=3458, left=11542 | |
| 15:44:45.642 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -1.7115466471295804E-4 | |
| 15:44:46.161 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.01445124950259924 | |
| 15:44:46.161 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.01445124950259924, scoreAtStart=0.016986511647701263 | |
| iter=3952, left=11048 | |
| 15:45:26.446 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -1.2548292579595E-4 | |
| 15:45:26.995 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.03684040158987045 | |
| 15:45:26.995 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.03684040158987045, scoreAtStart=0.03957928344607353 | |
| iter=4446, left=10554 | |
| 15:46:08.002 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = 1.1407564306864515E-4 | |
| 15:46:08.478 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.15155696868896484 | |
| 15:46:08.478 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.0216554589093264 | |
| 15:46:08.846 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.14908243715763092 | |
| 15:46:08.846 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.001973796121831509 | |
| 15:46:09.234 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.14883635938167572 | |
| 15:46:09.234 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.9735760190892437E-4 | |
| 15:46:09.596 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - EXITING BACKTRACK: Jump too small (stepMin = 7.675307585047534E-6). Exiting and using original params. Score = 0.148809015750885 | |
| 15:46:09.597 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Step size returned by line search is 0.0. | |
| 15:46:12.210 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Hit termination condition on iteration 0: score=0.148809015750885, oldScore=0.148809015750885, condition=org.deeplearning4j.optimize.terminations.EpsTermination@46eaa05e | |
| iter=4940, left=10060 | |
| 15:46:51.424 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -2.5703685241751373E-4 | |
| 15:46:51.933 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.03417340666055679 | |
| 15:46:51.933 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.03417340666055679, scoreAtStart=0.038970548659563065 | |
| iter=5434, left=9566 | |
| 15:47:36.268 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -4.693160590250045E-4 | |
| 15:47:36.773 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.06843928247690201 | |
| 15:47:36.773 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.06843928247690201, scoreAtStart=0.07991252839565277 | |
| iter=5928, left=9072 | |
| 15:48:23.028 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = 0.005767895840108395 | |
| 15:48:23.564 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.9644507765769958 | |
| 15:48:23.564 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.007563534575356739 | |
| 15:48:23.926 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.6131184697151184 | |
| 15:48:23.926 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.456583166011017E-4 | |
| 15:48:24.296 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.580915093421936 | |
| 15:48:24.297 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.546896934529914E-5 | |
| 15:48:24.666 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.577738881111145 | |
| 15:48:24.666 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.5575640896958E-6 | |
| 15:48:25.053 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.5774217844009399 | |
| 15:48:25.053 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.558758341591657E-7 | |
| 15:48:25.053 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Exited line search after maxIterations termination condition; score did not improve (bestScore=0.5773865580558777, scoreAtStart=0.5773865580558777). Resetting parameters | |
| 15:48:25.352 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Step size returned by line search is 0.0. | |
| 15:48:27.938 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Hit termination condition on iteration 0: score=0.5773865580558777, oldScore=0.5773865580558777, condition=org.deeplearning4j.optimize.terminations.EpsTermination@46eaa05e | |
| iter=6422, left=8578 | |
| 15:49:15.210 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = 0.014798609539866447 | |
| 15:49:15.758 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.641363263130188 | |
| 15:49:15.758 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.014047131734225145 | |
| 15:49:16.139 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.14180782437324524 | |
| 15:49:16.140 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.0016618166778571534 | |
| 15:49:16.502 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.10370051860809326 | |
| 15:49:16.502 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.797503004207543E-4 | |
| 15:49:16.886 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.10020137578248978 | |
| 15:49:16.886 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.811900579279137E-5 | |
| 15:49:17.256 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.09985469281673431 | |
| 15:49:17.256 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.813426985310592E-6 | |
| 15:49:17.256 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Exited line search after maxIterations termination condition; score did not improve (bestScore=0.0998162105679512, scoreAtStart=0.0998162105679512). Resetting parameters | |
| 15:49:17.582 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Step size returned by line search is 0.0. | |
| 15:49:20.113 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Hit termination condition on iteration 0: score=0.0998162105679512, oldScore=0.0998162105679512, condition=org.deeplearning4j.optimize.terminations.EpsTermination@46eaa05e | |
| ackLineSearch - Model score after step = 0.577738881111145 | |
| 15:48:24.666 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.5575640896958E-6 | |
| 15:48:25.053 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.5774217844009399 | |
| 15:48:25.053 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.558758341591657E-7 | |
| 15:48:25.053 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Exited line search after maxIterations termination condition; score did not improve (bestScore=0.5773865580558777, scoreAtStart=0.5773865580558777). Resetting parameters | |
| 15:48:25.352 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Step size returned by line search is 0.0. | |
| 15:48:27.938 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Hit termination condition on iteration 0: score=0.5773865580558777, oldScore=0.5773865580558777, condition=org.deeplearning4j.optimize.terminations.EpsTermination@46eaa05e | |
| iter=6422, left=8578 | |
| 15:49:15.210 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = 0.014798609539866447 | |
| 15:49:15.758 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.641363263130188 | |
| 15:49:15.758 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.014047131734225145 | |
| 15:49:16.139 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.14180782437324524 | |
| 15:49:16.140 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.0016618166778571534 | |
| 15:49:16.502 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.10370051860809326 | |
| 15:49:16.502 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.797503004207543E-4 | |
| 15:49:16.886 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.10020137578248978 | |
| 15:49:16.886 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.811900579279137E-5 | |
| 15:49:17.256 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.09985469281673431 | |
| 15:49:17.256 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.813426985310592E-6 | |
| 15:49:17.256 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Exited line search after maxIterations termination condition; score did not improve (bestScore=0.0998162105679512, scoreAtStart=0.0998162105679512). Resetting parameters | |
| 15:49:17.582 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Step size returned by line search is 0.0. | |
| 15:49:20.113 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Hit termination condition on iteration 0: score=0.0998162105679512, oldScore=0.0998162105679512, condition=org.deeplearning4j.optimize.terminations.EpsTermination@46eaa05e | |
| rackLineSearch - tmpStep: -1.9735760190892437E-4 | |
| 15:46:09.596 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - EXITING BACKTRACK: Jump too small (stepMin = 7.675307585047534E-6). Exiting and using original params. Score = 0.148809015750885 | |
| 15:46:09.597 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Step size returned by line search is 0.0. | |
| 15:46:12.210 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Hit termination condition on iteration 0: score=0.148809015750885, oldScore=0.148809015750885, condition=org.deeplearning4j.optimize.terminations.EpsTermination@46eaa05e | |
| iter=4940, left=10060 | |
| 15:46:51.424 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -2.5703685241751373E-4 | |
| 15:46:51.933 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.03417340666055679 | |
| 15:46:51.933 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.03417340666055679, scoreAtStart=0.038970548659563065 | |
| iter=5434, left=9566 | |
| 15:47:36.268 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = -4.693160590250045E-4 | |
| 15:47:36.773 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.06843928247690201 | |
| 15:47:36.773 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Sufficient decrease (Wolfe cond.), exiting backtrack on iter 0: score=0.06843928247690201, scoreAtStart=0.07991252839565277 | |
| iter=5928, left=9072 | |
| 15:48:23.028 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = 0.005767895840108395 | |
| 15:48:23.564 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.9644507765769958 | |
| 15:48:23.564 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.007563534575356739 | |
| 15:48:23.926 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.6131184697151184 | |
| 15:48:23.926 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.456583166011017E-4 | |
| 15:48:24.296 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.580915093421936 | |
| 15:48:24.297 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.546896934529914E-5 | |
| 15:48:24.666 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.577738881111145 | |
| 15:48:24.666 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.5575640896958E-6 | |
| 15:48:25.053 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.5774217844009399 | |
| 15:48:25.053 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -7.558758341591657E-7 | |
| 15:48:25.053 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Exited line search after maxIterations termination condition; score did not improve (bestScore=0.5773865580558777, scoreAtStart=0.5773865580558777). Resetting parameters | |
| 15:48:25.352 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Step size returned by line search is 0.0. | |
| 15:48:27.938 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Hit termination condition on iteration 0: score=0.5773865580558777, oldScore=0.5773865580558777, condition=org.deeplearning4j.optimize.terminations.EpsTermination@46eaa05e | |
| iter=6422, left=8578 | |
| 15:49:15.210 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - slope = 0.014798609539866447 | |
| 15:49:15.758 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.641363263130188 | |
| 15:49:15.758 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.014047131734225145 | |
| 15:49:16.139 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.14180782437324524 | |
| 15:49:16.140 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -0.0016618166778571534 | |
| 15:49:16.502 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.10370051860809326 | |
| 15:49:16.502 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.797503004207543E-4 | |
| 15:49:16.886 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.10020137578248978 | |
| 15:49:16.886 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.811900579279137E-5 | |
| 15:49:17.256 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Model score after step = 0.09985469281673431 | |
| 15:49:17.256 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - tmpStep: -1.813426985310592E-6 | |
| 15:49:17.256 [main] DEBUG o.d.o.solvers.BackTrackLineSearch - Exited line search after maxIterations termination condition; score did not improve (bestScore=0.0998162105679512, scoreAtStart=0.0998162105679512). Resetting parameters | |
| 15:49:17.582 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Step size returned by line search is 0.0. | |
| 15:49:20.113 [main] DEBUG o.d.optimize.solvers.BaseOptimizer - Hit termination condition on iteration 0: score=0.0998162105679512, oldScore=0.0998162105679512, condition=org.deeplearning4j.optimize.terminations.EpsTermination@46eaa05e |
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