Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: TestMemNN
Testname: test_eval_vocab
Params: learning_rate,35,25,ParamType.LR,0.007
num_epochs,38,23,ParamType.CHAINS,4
batchsize,36,22,ParamType.CHAINS,16
Assertion: self.assertEqual(valid['hits@100'], 0)
Original runtime: 3.714
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_0.007_4_16
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.024333333333334, Max: 4.1, Min: 3.8
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.024333333333334, Max: 4.1, Min: 3.8
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.024333333333334
Score: 4.024333333333334
Best-score: 4.024333333333334
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
>>Setting original runtime to 4.024333333333334
Optimization Iteration: 1
Running with params: {'batchsize': 8, 'learning_rate': 0.11738441206891773, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.11738441206891773_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.772333333333334, Max: 3.8600000000000003, Min: 3.7199999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.772333333333334, Max: 3.8600000000000003, Min: 3.7199999999999998
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.772333333333334
Score: 3.772333333333334
Best-score: 3.772333333333334
Best-param: {'batchsize': 8, 'learning_rate': 0.11738441206891773, 'num_epochs': 2}
Optimization Iteration: 2
Running with params: {'batchsize': 64, 'learning_rate': 0.00046928277695240395, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_0.00046928277695240395_1
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Timings: Avg: 4.002666666666666, Max: 4.06, Min: 3.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.002666666666666, Max: 4.06, Min: 3.92
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.002666666666666
Score: 4.002666666666666
Best-score: 3.772333333333334
Best-param: {'batchsize': 8, 'learning_rate': 0.11738441206891773, 'num_epochs': 2}
Optimization Iteration: 3
Running with params: {'batchsize': 64, 'learning_rate': 0.015935993045511646, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_0.015935993045511646_1
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Timings: Avg: 4.039666666666667, Max: 4.140000000000001, Min: 3.95
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.039666666666667, Max: 4.140000000000001, Min: 3.95
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.039666666666667
Score: 4.039666666666667
Best-score: 3.772333333333334
Best-param: {'batchsize': 8, 'learning_rate': 0.11738441206891773, 'num_epochs': 2}
Optimization Iteration: 4
Running with params: {'batchsize': 64, 'learning_rate': 0.001724065221255544, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_0.001724065221255544_4
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Timings: Avg: 4.367999999999999, Max: 4.430000000000001, Min: 4.31
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.367999999999999, Max: 4.430000000000001, Min: 4.31
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.367999999999999
Score: 4.367999999999999
Best-score: 3.772333333333334
Best-param: {'batchsize': 8, 'learning_rate': 0.11738441206891773, 'num_epochs': 2}
Optimization Iteration: 5
Running with params: {'batchsize': 16, 'learning_rate': 0.001786152135674046, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_16_0.001786152135674046_2
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Timings: Avg: 3.7319999999999998, Max: 3.7600000000000002, Min: 3.66
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.7319999999999998, Max: 3.7600000000000002, Min: 3.66
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.7319999999999998
Score: 3.7319999999999998
Best-score: 3.7319999999999998
Best-param: {'batchsize': 16, 'learning_rate': 0.001786152135674046, 'num_epochs': 2}
Optimization Iteration: 6
Running with params: {'batchsize': 2, 'learning_rate': 0.8573534060651478, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_0.8573534060651478_4
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Timings: Avg: 5.719666666666667, Max: 5.79, Min: 5.57
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.719666666666667, Max: 5.79, Min: 5.57
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.719666666666667
Score: 5.719666666666667
Best-score: 3.7319999999999998
Best-param: {'batchsize': 16, 'learning_rate': 0.001786152135674046, 'num_epochs': 2}
Optimization Iteration: 7
Running with params: {'batchsize': 32, 'learning_rate': 0.10925429289441964, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_0.10925429289441964_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.084, Max: 4.13, Min: 4.029999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.084, Max: 4.13, Min: 4.029999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.084
Score: 4.084
Best-score: 3.7319999999999998
Best-param: {'batchsize': 16, 'learning_rate': 0.001786152135674046, 'num_epochs': 2}
Optimization Iteration: 8
Running with params: {'batchsize': 32, 'learning_rate': 1.4949291610034448e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_1.4949291610034448e-05_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.0649999999999995, Max: 4.11, Min: 3.94
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.0649999999999995, Max: 4.11, Min: 3.94
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.0649999999999995
Score: 4.0649999999999995
Best-score: 3.7319999999999998
Best-param: {'batchsize': 16, 'learning_rate': 0.001786152135674046, 'num_epochs': 2}
Optimization Iteration: 9
Running with params: {'batchsize': 16, 'learning_rate': 0.0052242683041051185, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_16_0.0052242683041051185_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.685, Max: 3.75, Min: 3.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.685, Max: 3.75, Min: 3.58
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.685
Score: 3.685
Best-score: 3.685
Best-param: {'batchsize': 16, 'learning_rate': 0.0052242683041051185, 'num_epochs': 2}
Optimization Iteration: 10
Running with params: {'batchsize': 64, 'learning_rate': 1.367731235319298e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_1.367731235319298e-05_3
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Timings: Avg: 4.253, Max: 4.35, Min: 4.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.253, Max: 4.35, Min: 4.13
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.253
Score: 4.253
Best-score: 3.685
Best-param: {'batchsize': 16, 'learning_rate': 0.0052242683041051185, 'num_epochs': 2}
Optimization Iteration: 11
Running with params: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0030518610632321286_1
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Timings: Avg: 3.4979999999999998, Max: 3.55, Min: 3.42
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.4979999999999998, Max: 3.55, Min: 3.42
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.4979999999999998
Score: 3.4979999999999998
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 12
Running with params: {'batchsize': 2, 'learning_rate': 0.017371987823902136, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_0.017371987823902136_4
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Timings: Avg: 5.699999999999999, Max: 5.79, Min: 5.57
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.699999999999999, Max: 5.79, Min: 5.57
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.699999999999999
Score: 5.699999999999999
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 13
Running with params: {'batchsize': 64, 'learning_rate': 0.00855267892979719, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_0.00855267892979719_4
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Timings: Avg: 4.337666666666666, Max: 4.390000000000001, Min: 4.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.337666666666666, Max: 4.390000000000001, Min: 4.25
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.337666666666666
Score: 4.337666666666666
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 14
Running with params: {'batchsize': 16, 'learning_rate': 5.977135542808219e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_16_5.977135542808219e-05_1
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Timings: Avg: 3.5423333333333327, Max: 3.5999999999999996, Min: 3.35
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5423333333333327, Max: 3.5999999999999996, Min: 3.35
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.5423333333333327
Score: 3.5423333333333327
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 15
Running with params: {'batchsize': 16, 'learning_rate': 0.0001122232551419781, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_16_0.0001122232551419781_1
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Timings: Avg: 3.5296666666666665, Max: 3.58, Min: 3.43
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5296666666666665, Max: 3.58, Min: 3.43
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.5296666666666665
Score: 3.5296666666666665
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 16
Running with params: {'batchsize': 2, 'learning_rate': 0.977963927098995, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_0.977963927098995_3
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Timings: Avg: 5.110666666666666, Max: 5.19, Min: 5.02
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
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Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.110666666666666
Score: 5.110666666666666
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 17
Running with params: {'batchsize': 32, 'learning_rate': 2.216514307034668e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_2.216514307034668e-05_None
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Timings: Avg: 3.327999999999999, Max: 3.4, Min: 3.24
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 18
Running with params: {'batchsize': 128, 'learning_rate': 0.00010044736789630586, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_0.00010044736789630586_4
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Timings: Avg: 5.094333333333333, Max: 5.279999999999999, Min: 5.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.094333333333333, Max: 5.279999999999999, Min: 5.03
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Runtime: 5.094333333333333
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 19
Running with params: {'batchsize': 2, 'learning_rate': 0.0004595605653412047, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_0.0004595605653412047_2
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Timings: Avg: 4.491666666666666, Max: 4.550000000000001, Min: 4.38
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.491666666666666, Max: 4.550000000000001, Min: 4.38
Probability of fail : 0.0
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Runtime: 4.491666666666666
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 20
Running with params: {'batchsize': 128, 'learning_rate': 0.0012659234545197864, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_0.0012659234545197864_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.973666666666667, Max: 5.050000000000001, Min: 4.9
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
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Runtime: 4.973666666666667
Score: 4.973666666666667
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 21
Running with params: {'batchsize': 8, 'learning_rate': 0.00017498523685333575, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.00017498523685333575_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.5189999999999992, Max: 3.58, Min: 3.3600000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5189999999999992, Max: 3.58, Min: 3.3600000000000003
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 3.5189999999999992
Score: 3.5189999999999992
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 22
Running with params: {'batchsize': 8, 'learning_rate': 0.0003463521071033279, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0003463521071033279_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.5060000000000002, Max: 3.56, Min: 3.3699999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5060000000000002, Max: 3.56, Min: 3.3699999999999997
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 3.5060000000000002
Score: 3.5060000000000002
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 23
Running with params: {'batchsize': 8, 'learning_rate': 0.0004759386324193557, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0004759386324193557_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.518666666666667, Max: 3.5700000000000003, Min: 3.3899999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.518666666666667, Max: 3.5700000000000003, Min: 3.3899999999999997
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.518666666666667
Score: 3.518666666666667
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 24
Running with params: {'batchsize': 8, 'learning_rate': 0.11731161611322723, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.11731161611322723_None
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Timings: Avg: 3.3259999999999996, Max: 3.37, Min: 3.24
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 25
Running with params: {'batchsize': 8, 'learning_rate': 0.042606393474226206, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.042606393474226206_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.5189999999999997, Max: 3.59, Min: 3.47
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5189999999999997, Max: 3.59, Min: 3.47
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.5189999999999997
Score: 3.5189999999999997
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 26
Running with params: {'batchsize': 8, 'learning_rate': 0.0033418984880871677, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0033418984880871677_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.502333333333333, Max: 3.56, Min: 3.4499999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.502333333333333, Max: 3.56, Min: 3.4499999999999997
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.502333333333333
Score: 3.502333333333333
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 27
Running with params: {'batchsize': 8, 'learning_rate': 0.003297973087032303, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.003297973087032303_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.5356666666666667, Max: 3.6, Min: 3.4
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5356666666666667, Max: 3.6, Min: 3.4
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.5356666666666667
Score: 3.5356666666666667
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 28
Running with params: {'batchsize': 8, 'learning_rate': 0.04034020548022608, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.04034020548022608_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.320999999999999, Max: 3.37, Min: 3.22
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 29
Running with params: {'batchsize': 8, 'learning_rate': 0.49448879569605414, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.49448879569605414_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.5063333333333344, Max: 3.5700000000000003, Min: 3.3699999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5063333333333344, Max: 3.5700000000000003, Min: 3.3699999999999997
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.5063333333333344
Score: 3.5063333333333344
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 30
Running with params: {'batchsize': 128, 'learning_rate': 0.0008912687856730339, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_0.0008912687856730339_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.759, Max: 4.819999999999999, Min: 4.699999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.759, Max: 4.819999999999999, Min: 4.699999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.759
Score: 4.759
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 31
Running with params: {'batchsize': 8, 'learning_rate': 0.2541544846862816, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.2541544846862816_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.4993333333333334, Max: 3.59, Min: 3.36
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.4993333333333334, Max: 3.59, Min: 3.36
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.4993333333333334
Score: 3.4993333333333334
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 32
Running with params: {'batchsize': 8, 'learning_rate': 0.20845563044494472, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.20845563044494472_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.9720000000000004, Max: 4.03, Min: 3.79
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.9720000000000004, Max: 4.03, Min: 3.79
Probability of fail : 0.0
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Runtime: 3.9720000000000004
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 33
Running with params: {'batchsize': 8, 'learning_rate': 0.043231565048648314, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.043231565048648314_1
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Evaluating 30 values out of 30
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 34
Running with params: {'batchsize': 128, 'learning_rate': 0.01235506972830194, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_0.01235506972830194_2
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Evaluating 30 values out of 30
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 35
Running with params: {'batchsize': 32, 'learning_rate': 0.3857794459206731, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_0.3857794459206731_None
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 36
Running with params: {'batchsize': 64, 'learning_rate': 0.028456746493985167, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_0.028456746493985167_1
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Timings: Avg: 4.0103333333333335, Max: 4.08, Min: 3.94
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Evaluating 30 values out of 30
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 37
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0062965210199028895_1
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Timings: Avg: 3.509666666666667, Max: 3.56, Min: 3.42
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 38
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.07653303761501808_2
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Timings: Avg: 3.7273333333333336, Max: 3.85, Min: 3.55
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 39
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_16_0.36981151853991356_1
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Timings: Avg: 3.5243333333333333, Max: 3.58, Min: 3.4299999999999997
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
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Runtime: 3.5243333333333333
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 40
Running with params: {'batchsize': 32, 'learning_rate': 3.551701675809231e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_3.551701675809231e-05_3
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Timings: Avg: 3.9456666666666664, Max: 4.029999999999999, Min: 3.88
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.9456666666666664, Max: 4.029999999999999, Min: 3.88
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 41
Running with params: {'batchsize': 64, 'learning_rate': 0.0021975530126742554, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_0.0021975530126742554_None
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Timings: Avg: 3.3293333333333326, Max: 3.38, Min: 3.2800000000000002
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 42
Running with params: {'batchsize': 2, 'learning_rate': 0.0008060680512732523, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_0.0008060680512732523_2
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Timings: Avg: 4.489, Max: 4.62, Min: 4.300000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.489, Max: 4.62, Min: 4.300000000000001
Probability of fail : 0.0
All-Passed: True
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Runtime: 4.489
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 43
Running with params: {'batchsize': 8, 'learning_rate': 0.018204991350371447, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.018204991350371447_1
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Timings: Avg: 3.499666666666667, Max: 3.6, Min: 3.3499999999999996
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.499666666666667, Max: 3.6, Min: 3.3499999999999996
Probability of fail : 0.0
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Runtime: 3.499666666666667
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 44
Running with params: {'batchsize': 16, 'learning_rate': 0.19357895385337354, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_16_0.19357895385337354_4
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Timings: Avg: 3.994666666666667, Max: 4.0600000000000005, Min: 3.85
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.994666666666667, Max: 4.0600000000000005, Min: 3.85
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.994666666666667
Score: 3.994666666666667
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 45
Running with params: {'batchsize': 64, 'learning_rate': 0.008648848036491097, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_0.008648848036491097_1
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Timings: Avg: 4.032000000000001, Max: 4.12, Min: 3.95
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.032000000000001, Max: 4.12, Min: 3.95
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.032000000000001
Score: 4.032000000000001
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 46
Running with params: {'batchsize': 32, 'learning_rate': 0.00023113750482512405, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_0.00023113750482512405_3
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Timings: Avg: 3.9276666666666666, Max: 3.97, Min: 3.83
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.9276666666666666, Max: 3.97, Min: 3.83
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.9276666666666666
Score: 3.9276666666666666
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 47
Running with params: {'batchsize': 2, 'learning_rate': 0.6693358338882661, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_0.6693358338882661_4
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Timings: Avg: 5.747, Max: 5.86, Min: 5.65
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.747, Max: 5.86, Min: 5.65
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.747
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 48
Running with params: {'batchsize': 128, 'learning_rate': 0.004848205828676307, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_0.004848205828676307_1
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Timings: Avg: 4.770666666666667, Max: 4.84, Min: 4.71
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.770666666666667, Max: 4.84, Min: 4.71
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.770666666666667
Score: 4.770666666666667
Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 49
Running with params: {'batchsize': 16, 'learning_rate': 0.07461219480654069, 'num_epochs': 2}
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Evaluating 30 values out of 30
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 50
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Upto iteration 50: {'batchsize': 1, 'learning_rate': 0.0030518610632321286, 'num_epochs': 0}
Optimization Iteration: 51
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_0.021507086146855942_1
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Evaluating 30 values out of 30
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 52
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.21910391449544167_4
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Evaluating 30 values out of 30
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Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 53
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_0.001087838672662954_3
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Evaluating 30 values out of 30
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 54
Running with params: {'batchsize': 128, 'learning_rate': 6.394516563952735e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_6.394516563952735e-05_1
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Evaluating 30 values out of 30
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 55
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_0.010101626685887698_1
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Evaluating 30 values out of 30
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Probability of fail : 0.0
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Runtime: 4.021
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 56
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0025439930735916528_2
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Evaluating 30 values out of 30
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 57
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_16_0.0006478033676664824_4
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Timings: Avg: 4.0216666666666665, Max: 4.08, Min: 3.9
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
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Runtime: 4.0216666666666665
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Best-score: 3.4979999999999998
Best-param: {'batchsize': 8, 'learning_rate': 0.0030518610632321286, 'num_epochs': 1}
Optimization Iteration: 58
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.00019738062407248408_1
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Timings: Avg: 3.4956666666666663, Max: 3.5500000000000003, Min: 3.42
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.4956666666666663, Max: 3.5500000000000003, Min: 3.42
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Runtime: 3.4956666666666663
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Best-score: 3.4956666666666663
Best-param: {'batchsize': 8, 'learning_rate': 0.00019738062407248408, 'num_epochs': 1}
Optimization Iteration: 59
Running with params: {'batchsize': 2, 'learning_rate': 1.0231804673585924e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_1.0231804673585924e-05_None
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Timings: Avg: 3.297333333333333, Max: 3.35, Min: 3.16
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4956666666666663
Best-param: {'batchsize': 8, 'learning_rate': 0.00019738062407248408, 'num_epochs': 1}
Optimization Iteration: 60
Running with params: {'batchsize': 8, 'learning_rate': 0.00014457475444824134, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.00014457475444824134_1
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Timings: Avg: 3.531, Max: 3.59, Min: 3.42
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.531, Max: 3.59, Min: 3.42
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.531
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Best-score: 3.4956666666666663
Best-param: {'batchsize': 8, 'learning_rate': 0.00019738062407248408, 'num_epochs': 1}
Optimization Iteration: 61
Running with params: {'batchsize': 8, 'learning_rate': 0.00024390447009185666, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.00024390447009185666_3
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Timings: Avg: 3.963, Max: 4.04, Min: 3.77
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.963, Max: 4.04, Min: 3.77
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.963
Score: 3.963
Best-score: 3.4956666666666663
Best-param: {'batchsize': 8, 'learning_rate': 0.00019738062407248408, 'num_epochs': 1}
Optimization Iteration: 62
Running with params: {'batchsize': 64, 'learning_rate': 2.315936391015164e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_2.315936391015164e-05_1
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Timings: Avg: 4.010666666666666, Max: 4.13, Min: 3.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.010666666666666, Max: 4.13, Min: 3.78
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.010666666666666
Score: 4.010666666666666
Best-score: 3.4956666666666663
Best-param: {'batchsize': 8, 'learning_rate': 0.00019738062407248408, 'num_epochs': 1}
Optimization Iteration: 63
Running with params: {'batchsize': 128, 'learning_rate': 8.162226239941395e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_8.162226239941395e-05_1
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Timings: Avg: 4.754333333333333, Max: 4.82, Min: 4.67
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.754333333333333, Max: 4.82, Min: 4.67
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.754333333333333
Score: 4.754333333333333
Best-score: 3.4956666666666663
Best-param: {'batchsize': 8, 'learning_rate': 0.00019738062407248408, 'num_epochs': 1}
Optimization Iteration: 64
Running with params: {'batchsize': 32, 'learning_rate': 4.609868445963686e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_4.609868445963686e-05_4
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Timings: Avg: 4.0553333333333335, Max: 4.11, Min: 3.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.0553333333333335, Max: 4.11, Min: 3.92
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.0553333333333335
Score: 4.0553333333333335
Best-score: 3.4956666666666663
Best-param: {'batchsize': 8, 'learning_rate': 0.00019738062407248408, 'num_epochs': 1}
Optimization Iteration: 65
Running with params: {'batchsize': 8, 'learning_rate': 0.00031371469579005566, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.00031371469579005566_None
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Timings: Avg: 3.322666666666667, Max: 3.37, Min: 3.28
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4956666666666663
Best-param: {'batchsize': 8, 'learning_rate': 0.00019738062407248408, 'num_epochs': 1}
Optimization Iteration: 66
Running with params: {'batchsize': 8, 'learning_rate': 0.004269506858295506, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.004269506858295506_1
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Timings: Avg: 3.524, Max: 3.61, Min: 3.42
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Evaluating 30 values out of 30
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Probability of fail : 0.0
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Runtime: 3.524
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Best-score: 3.4956666666666663
Best-param: {'batchsize': 8, 'learning_rate': 0.00019738062407248408, 'num_epochs': 1}
Optimization Iteration: 67
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.00048408549849236835_1
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Timings: Avg: 3.5020000000000002, Max: 3.64, Min: 3.38
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5020000000000002, Max: 3.64, Min: 3.38
Probability of fail : 0.0
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Runtime: 3.5020000000000002
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Best-score: 3.4956666666666663
Best-param: {'batchsize': 8, 'learning_rate': 0.00019738062407248408, 'num_epochs': 1}
Optimization Iteration: 68
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.006532953447731136_1
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Timings: Avg: 3.5166666666666666, Max: 3.57, Min: 3.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5166666666666666, Max: 3.57, Min: 3.41
Probability of fail : 0.0
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Runtime: 3.5166666666666666
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Best-score: 3.4956666666666663
Best-param: {'batchsize': 8, 'learning_rate': 0.00019738062407248408, 'num_epochs': 1}
Optimization Iteration: 69
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0015873798074234067_1
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Timings: Avg: 3.503666666666667, Max: 3.59, Min: 3.43
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.503666666666667, Max: 3.59, Min: 3.43
Probability of fail : 0.0
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Runtime: 3.503666666666667
Score: 3.503666666666667
Best-score: 3.4956666666666663
Best-param: {'batchsize': 8, 'learning_rate': 0.00019738062407248408, 'num_epochs': 1}
Optimization Iteration: 70
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0001571048699659024_1
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Timings: Avg: 3.4846666666666666, Max: 3.65, Min: 3.31
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.4846666666666666, Max: 3.65, Min: 3.31
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.4846666666666666
Score: 3.4846666666666666
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 71
Running with params: {'batchsize': 8, 'learning_rate': 2.8011113631409237e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_2.8011113631409237e-05_1
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Timings: Avg: 3.513333333333334, Max: 3.61, Min: 3.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.513333333333334, Max: 3.61, Min: 3.34
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.513333333333334
Score: 3.513333333333334
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 72
Running with params: {'batchsize': 8, 'learning_rate': 1.2933352494388096e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_1.2933352494388096e-05_1
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Timings: Avg: 3.527333333333333, Max: 3.58, Min: 3.4699999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.527333333333333, Max: 3.58, Min: 3.4699999999999998
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.527333333333333
Score: 3.527333333333333
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 73
Running with params: {'batchsize': 8, 'learning_rate': 0.00013773356917868093, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.00013773356917868093_1
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Timings: Avg: 3.5303333333333335, Max: 3.5700000000000003, Min: 3.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5303333333333335, Max: 3.5700000000000003, Min: 3.34
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.5303333333333335
Score: 3.5303333333333335
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 74
Running with params: {'batchsize': 16, 'learning_rate': 0.0001055584820941994, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_16_0.0001055584820941994_2
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Timings: Avg: 3.7109999999999994, Max: 3.82, Min: 3.63
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.7109999999999994, Max: 3.82, Min: 3.63
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.7109999999999994
Score: 3.7109999999999994
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 75
Running with params: {'batchsize': 8, 'learning_rate': 0.0001942784119111241, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0001942784119111241_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.505333333333333, Max: 3.57, Min: 3.35
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.505333333333333, Max: 3.57, Min: 3.35
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.505333333333333
Score: 3.505333333333333
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 76
Running with params: {'batchsize': 8, 'learning_rate': 6.068499837525864e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_6.068499837525864e-05_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.9753333333333334, Max: 4.07, Min: 3.9
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.9753333333333334, Max: 4.07, Min: 3.9
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.9753333333333334
Score: 3.9753333333333334
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 77
Running with params: {'batchsize': 2, 'learning_rate': 0.0006276599132701427, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_0.0006276599132701427_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.9096666666666673, Max: 3.95, Min: 3.8099999999999996
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.9096666666666673, Max: 3.95, Min: 3.8099999999999996
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.9096666666666673
Score: 3.9096666666666673
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 78
Running with params: {'batchsize': 128, 'learning_rate': 1.5469949244030158e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_1.5469949244030158e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.749666666666668, Max: 4.840000000000001, Min: 4.569999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.749666666666668, Max: 4.840000000000001, Min: 4.569999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.749666666666668
Score: 4.749666666666668
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 79
Running with params: {'batchsize': 32, 'learning_rate': 0.00028016886783377237, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_0.00028016886783377237_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.3119999999999994, Max: 3.3600000000000003, Min: 3.13
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 80
Running with params: {'batchsize': 64, 'learning_rate': 3.932416150746383e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_3.932416150746383e-05_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.136333333333334, Max: 4.23, Min: 4.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.136333333333334, Max: 4.23, Min: 4.03
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.136333333333334
Score: 4.136333333333334
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 81
Running with params: {'batchsize': 8, 'learning_rate': 0.0004168400025651817, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0004168400025651817_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.513333333333333, Max: 3.61, Min: 3.46
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.513333333333333, Max: 3.61, Min: 3.46
Probability of fail : 0.0
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 82
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_16_0.0013595527889072223_4
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Evaluating 30 values out of 30
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Optimization Iteration: 84
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Evaluating 30 values out of 30
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Optimization Iteration: 85
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_0.0008052056429920563_1
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Evaluating 30 values out of 30
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 86
Running with params: {'batchsize': 128, 'learning_rate': 7.991222620501113e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_7.991222620501113e-05_1
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 87
Running with params: {'batchsize': 32, 'learning_rate': 0.003742148366180435, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_0.003742148366180435_None
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Timings: Avg: 3.3149999999999995, Max: 3.37, Min: 3.13
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 88
Running with params: {'batchsize': 64, 'learning_rate': 0.00018460123032823414, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_0.00018460123032823414_2
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Timings: Avg: 4.114333333333334, Max: 4.21, Min: 3.9499999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.114333333333334, Max: 4.21, Min: 3.9499999999999997
Probability of fail : 0.0
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Runtime: 4.114333333333334
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 89
Running with params: {'batchsize': 8, 'learning_rate': 0.029894606366118345, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.029894606366118345_4
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Timings: Avg: 4.201333333333333, Max: 4.28, Min: 4.09
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
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Probability of fail : 0.0
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Runtime: 4.201333333333333
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 90
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0010370626545605705_1
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Timings: Avg: 3.512, Max: 3.57, Min: 3.46
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.512, Max: 3.57, Min: 3.46
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.512
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 91
Running with params: {'batchsize': 16, 'learning_rate': 1.8596554502325742e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_16_1.8596554502325742e-05_3
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Timings: Avg: 3.8519999999999994, Max: 3.92, Min: 3.7199999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8519999999999994, Max: 3.92, Min: 3.7199999999999998
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8519999999999994
Score: 3.8519999999999994
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 92
Running with params: {'batchsize': 8, 'learning_rate': 0.0006229480628836584, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0006229480628836584_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.532333333333333, Max: 3.6, Min: 3.46
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.532333333333333, Max: 3.6, Min: 3.46
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.532333333333333
Score: 3.532333333333333
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 93
Running with params: {'batchsize': 2, 'learning_rate': 0.055873577946257615, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_0.055873577946257615_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.8686666666666674, Max: 3.94, Min: 3.62
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8686666666666674, Max: 3.94, Min: 3.62
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8686666666666674
Score: 3.8686666666666674
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 94
Running with params: {'batchsize': 8, 'learning_rate': 0.006313096944386977, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.006313096944386977_None
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Timings: Avg: 3.3170000000000006, Max: 3.3600000000000003, Min: 3.26
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 95
Running with params: {'batchsize': 128, 'learning_rate': 1.0499182765292352e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_1.0499182765292352e-05_2
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Timings: Avg: 4.8870000000000005, Max: 4.9399999999999995, Min: 4.84
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.8870000000000005, Max: 4.9399999999999995, Min: 4.84
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.8870000000000005
Score: 4.8870000000000005
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 96
Running with params: {'batchsize': 32, 'learning_rate': 4.842607281412957e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_4.842607281412957e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.666666666666667, Max: 3.7600000000000002, Min: 3.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.666666666666667, Max: 3.7600000000000002, Min: 3.58
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.666666666666667
Score: 3.666666666666667
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 97
Running with params: {'batchsize': 64, 'learning_rate': 0.00039082505482993955, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_0.00039082505482993955_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.009, Max: 4.1, Min: 3.75
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.009, Max: 4.1, Min: 3.75
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.009
Score: 4.009
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 98
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Evaluating 30 values out of 30
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Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 99
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_8.609908895930504e-05_3
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Optimization Iteration: 100
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Evaluating 30 values out of 30
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Upto iteration 100: {'batchsize': 1, 'learning_rate': 0.0001571048699659024, 'num_epochs': 0}
Optimization Iteration: 101
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Evaluating 30 values out of 30
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Optimization Iteration: 102
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Optimization Iteration: 103
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_3.437708181149671e-05_1
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Timings: Avg: 3.502666666666667, Max: 3.57, Min: 3.29
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 104
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_0.0005339404332351138_2
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Timings: Avg: 4.848333333333333, Max: 4.93, Min: 4.6499999999999995
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 105
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_0.0013945434294247248_4
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Evaluating 30 values out of 30
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Runtime: 4.05
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 106
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_0.0003215603743903079_1
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Timings: Avg: 4.020333333333334, Max: 4.08, Min: 3.9499999999999997
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
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Runtime: 4.020333333333334
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 107
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_2.200662998989164e-05_3
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Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 108
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.003021392085845197_1
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Timings: Avg: 3.5020000000000007, Max: 3.56, Min: 3.38
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5020000000000007, Max: 3.56, Min: 3.38
Probability of fail : 0.0
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Runtime: 3.5020000000000007
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 109
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_16_0.022252185674811784_1
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Timings: Avg: 3.530333333333333, Max: 3.5700000000000003, Min: 3.46
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.530333333333333, Max: 3.5700000000000003, Min: 3.46
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 110
Running with params: {'batchsize': 8, 'learning_rate': 0.0018836601687167442, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0018836601687167442_None
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Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 111
Running with params: {'batchsize': 2, 'learning_rate': 0.0009995205188584313, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_0.0009995205188584313_1
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Timings: Avg: 3.8819999999999997, Max: 3.95, Min: 3.75
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8819999999999997, Max: 3.95, Min: 3.75
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8819999999999997
Score: 3.8819999999999997
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 112
Running with params: {'batchsize': 8, 'learning_rate': 0.00822798948487944, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.00822798948487944_4
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Timings: Avg: 4.207, Max: 4.33, Min: 4.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.207, Max: 4.33, Min: 4.09
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.207
Score: 4.207
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 113
Running with params: {'batchsize': 128, 'learning_rate': 0.014318632796435023, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_0.014318632796435023_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.871333333333333, Max: 4.95, Min: 4.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.871333333333333, Max: 4.95, Min: 4.72
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.871333333333333
Score: 4.871333333333333
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 114
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_0.00016052021950443344_1
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Timings: Avg: 3.6596666666666664, Max: 3.73, Min: 3.57
Passed tests : 30
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Evaluating 30 values out of 30
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Runtime: 3.6596666666666664
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 115
Running with params: {'batchsize': 8, 'learning_rate': 0.004762957892057598, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.004762957892057598_3
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Timings: Avg: 3.981666666666666, Max: 4.0600000000000005, Min: 3.88
Passed tests : 30
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Evaluating 30 values out of 30
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Runtime: 3.981666666666666
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 116
Running with params: {'batchsize': 64, 'learning_rate': 0.0007990681657547746, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_0.0007990681657547746_1
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Timings: Avg: 4.022, Max: 4.1, Min: 3.77
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Convergence score: 0.0
Evaluating 30 values out of 30
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Probability of fail : 0.0
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Runtime: 4.022
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 117
Running with params: {'batchsize': 8, 'learning_rate': 0.09051186764714693, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.09051186764714693_1
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Timings: Avg: 3.4976666666666674, Max: 3.59, Min: 3.32
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.4976666666666674, Max: 3.59, Min: 3.32
Probability of fail : 0.0
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Runtime: 3.4976666666666674
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 118
Running with params: {'batchsize': 8, 'learning_rate': 2.8359642034963284e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_2.8359642034963284e-05_1
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Timings: Avg: 3.495, Max: 3.55, Min: 3.3899999999999997
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.495, Max: 3.55, Min: 3.3899999999999997
Probability of fail : 0.0
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Runtime: 3.495
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 119
Running with params: {'batchsize': 16, 'learning_rate': 2.719927964968645e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_16_2.719927964968645e-05_None
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Timings: Avg: 3.308666666666667, Max: 3.37, Min: 3.18
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 120
Running with params: {'batchsize': 8, 'learning_rate': 6.927802533271895e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_6.927802533271895e-05_1
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Timings: Avg: 3.5143333333333335, Max: 3.59, Min: 3.44
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5143333333333335, Max: 3.59, Min: 3.44
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.5143333333333335
Score: 3.5143333333333335
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 121
Running with params: {'batchsize': 2, 'learning_rate': 5.2208003921983315e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_5.2208003921983315e-05_2
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Timings: Avg: 4.493333333333333, Max: 4.55, Min: 4.36
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.493333333333333, Max: 4.55, Min: 4.36
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.493333333333333
Score: 4.493333333333333
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 122
Running with params: {'batchsize': 8, 'learning_rate': 1.536741099347929e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_1.536741099347929e-05_4
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Timings: Avg: 4.207666666666666, Max: 4.319999999999999, Min: 3.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.207666666666666, Max: 4.319999999999999, Min: 3.96
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 4.207666666666666
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 123
Running with params: {'batchsize': 128, 'learning_rate': 0.00010694207126186457, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_0.00010694207126186457_1
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Timings: Avg: 4.757, Max: 4.84, Min: 4.680000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.757, Max: 4.84, Min: 4.680000000000001
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.757
Score: 4.757
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 124
Running with params: {'batchsize': 32, 'learning_rate': 1.1143211588291215e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_1.1143211588291215e-05_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.9203333333333332, Max: 4.0, Min: 3.7
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.9203333333333332, Max: 4.0, Min: 3.7
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.9203333333333332
Score: 3.9203333333333332
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 125
Running with params: {'batchsize': 8, 'learning_rate': 3.0183134818342697e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_3.0183134818342697e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.510666666666667, Max: 3.56, Min: 3.4
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.510666666666667, Max: 3.56, Min: 3.4
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.510666666666667
Score: 3.510666666666667
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 126
Running with params: {'batchsize': 64, 'learning_rate': 4.161802168101083e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_4.161802168101083e-05_1
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Timings: Avg: 4.021333333333334, Max: 4.07, Min: 3.9499999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.021333333333334, Max: 4.07, Min: 3.9499999999999997
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.021333333333334
Score: 4.021333333333334
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 127
Running with params: {'batchsize': 8, 'learning_rate': 0.0002866904123162788, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0002866904123162788_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.348, Max: 3.3899999999999997, Min: 3.22
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 128
Running with params: {'batchsize': 16, 'learning_rate': 2.1233104685850068e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_16_2.1233104685850068e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.5383333333333336, Max: 3.58, Min: 3.49
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5383333333333336, Max: 3.58, Min: 3.49
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.5383333333333336
Score: 3.5383333333333336
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 129
Running with params: {'batchsize': 8, 'learning_rate': 0.00012635905873031308, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.00012635905873031308_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.741666666666667, Max: 3.84, Min: 3.63
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.741666666666667, Max: 3.84, Min: 3.63
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.741666666666667
Score: 3.741666666666667
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 130
Running with params: {'batchsize': 2, 'learning_rate': 9.304154970615148e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_9.304154970615148e-05_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.702333333333333, Max: 5.8100000000000005, Min: 5.470000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
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Probability of fail : 0.0
All-Passed: True
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Runtime: 5.702333333333333
Score: 5.702333333333333
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 131
Running with params: {'batchsize': 8, 'learning_rate': 1.7317980990809066e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_1.7317980990809066e-05_1
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Evaluating 30 values out of 30
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 132
Running with params: {'batchsize': 128, 'learning_rate': 6.57762181045342e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_6.57762181045342e-05_3
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 133
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.00021738964054488543_1
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 134
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_1.3075577944813425e-05_1
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 135
Running with params: {'batchsize': 64, 'learning_rate': 0.0001582991152944591, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_0.0001582991152944591_1
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Timings: Avg: 4.019333333333333, Max: 4.08, Min: 3.88
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.019333333333333, Max: 4.08, Min: 3.88
Probability of fail : 0.0
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Runtime: 4.019333333333333
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Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 136
Running with params: {'batchsize': 8, 'learning_rate': 0.00048353274846199725, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.00048353274846199725_None
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Timings: Avg: 3.320333333333333, Max: 3.37, Min: 3.23
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 137
Running with params: {'batchsize': 16, 'learning_rate': 3.0297433779948083e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_16_3.0297433779948083e-05_2
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Timings: Avg: 3.674666666666666, Max: 3.7700000000000005, Min: 3.5200000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.674666666666666, Max: 3.7700000000000005, Min: 3.5200000000000005
Probability of fail : 0.0
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Runtime: 3.674666666666666
Score: 3.674666666666666
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 138
Running with params: {'batchsize': 8, 'learning_rate': 0.0003830966606598717, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0003830966606598717_1
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Timings: Avg: 3.5046666666666657, Max: 3.59, Min: 3.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5046666666666657, Max: 3.59, Min: 3.41
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.5046666666666657
Score: 3.5046666666666657
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 139
Running with params: {'batchsize': 2, 'learning_rate': 5.356262107777048e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_2_5.356262107777048e-05_4
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Timings: Avg: 5.728333333333334, Max: 5.83, Min: 5.640000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.728333333333334, Max: 5.83, Min: 5.640000000000001
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.728333333333334
Score: 5.728333333333334
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 140
Running with params: {'batchsize': 8, 'learning_rate': 0.0002529092522635372, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0002529092522635372_1
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Timings: Avg: 3.4993333333333334, Max: 3.58, Min: 3.39
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.4993333333333334, Max: 3.58, Min: 3.39
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.4993333333333334
Score: 3.4993333333333334
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 141
Running with params: {'batchsize': 128, 'learning_rate': 8.024793299242094e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_128_8.024793299242094e-05_3
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Timings: Avg: 4.976333333333333, Max: 5.0200000000000005, Min: 4.91
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.976333333333333, Max: 5.0200000000000005, Min: 4.91
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.976333333333333
Score: 4.976333333333333
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 142
Running with params: {'batchsize': 8, 'learning_rate': 0.0006455567424569072, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0006455567424569072_1
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Timings: Avg: 3.513, Max: 3.55, Min: 3.45
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.513, Max: 3.55, Min: 3.45
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.513
Score: 3.513
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 143
Running with params: {'batchsize': 32, 'learning_rate': 4.1632738712658125e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_32_4.1632738712658125e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.691, Max: 3.75, Min: 3.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.691, Max: 3.75, Min: 3.58
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.691
Score: 3.691
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 144
Running with params: {'batchsize': 64, 'learning_rate': 0.000189411052538444, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_64_0.000189411052538444_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.1323333333333325, Max: 4.17, Min: 4.05
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.1323333333333325, Max: 4.17, Min: 4.05
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.1323333333333325
Score: 4.1323333333333325
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 145
Running with params: {'batchsize': 8, 'learning_rate': 0.0011769749849252986, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.0011769749849252986_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.3126666666666664, Max: 3.37, Min: 3.19
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 146
Running with params: {'batchsize': 8, 'learning_rate': 0.5508248350961413, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.5508248350961413_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.5170000000000003, Max: 3.6100000000000003, Min: 3.37
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5170000000000003, Max: 3.6100000000000003, Min: 3.37
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.5170000000000003
Score: 3.5170000000000003
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 147
Running with params: {'batchsize': 8, 'learning_rate': 0.30185528465087785, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.30185528465087785_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.510333333333333, Max: 3.57, Min: 3.3600000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.510333333333333, Max: 3.57, Min: 3.3600000000000003
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.510333333333333
Score: 3.510333333333333
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 148
Running with params: {'batchsize': 8, 'learning_rate': 0.7705194582764661, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.7705194582764661_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.5020000000000002, Max: 3.58, Min: 3.4
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5020000000000002, Max: 3.58, Min: 3.4
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.5020000000000002
Score: 3.5020000000000002
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 149
Running with params: {'batchsize': 8, 'learning_rate': 0.08888075295048421, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.08888075295048421_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.503333333333333, Max: 3.5700000000000003, Min: 3.37
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.503333333333333, Max: 3.5700000000000003, Min: 3.37
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.503333333333333
Score: 3.503333333333333
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Optimization Iteration: 150
Running with params: {'batchsize': 8, 'learning_rate': 0.9469422550727403, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597818307/assert_65447151_8_0.9469422550727403_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.5123333333333333, Max: 3.5700000000000003, Min: 3.43
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.5123333333333333, Max: 3.5700000000000003, Min: 3.43
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.5123333333333333
Score: 3.5123333333333333
Best-score: 3.4846666666666666
Best-param: {'batchsize': 8, 'learning_rate': 0.0001571048699659024, 'num_epochs': 1}
Upto iteration 150: {'batchsize': 1, 'learning_rate': 0.0001571048699659024, 'num_epochs': 0}
Breaking...
{'batchsize': 1, 'learning_rate': 0.0001571048699659024, 'num_epochs': 0}
Best score: 3.4846666666666666
Repeated params: 0
Trials: 151
Best param {'batchsize': 1, 'learning_rate': 0.0001571048699659024, 'num_epochs': 0}
Reduction: 13.410088627515956%
Speedup: 1.1548689496843314x
Optimizer time: 633.4975845813751
