Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: TestPolyRanker
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: 5.6899999999999995
>>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_1597827124/assert_40236296_0.007_4_16
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.812333333333333, Max: 5.99, Min: 5.64
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.812333333333333, Max: 5.99, Min: 5.64
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.812333333333333
Score: 5.812333333333333
Best-score: 5.812333333333333
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
>>Setting original runtime to 5.812333333333333
Optimization Iteration: 1
Running with params: {'batchsize': 64, 'learning_rate': 0.00011825074926316359, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.00011825074926316359_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.021000000000001, Max: 5.09, Min: 4.97
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.021000000000001, Max: 5.09, Min: 4.97
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.021000000000001
Score: 5.021000000000001
Best-score: 5.021000000000001
Best-param: {'batchsize': 64, 'learning_rate': 0.00011825074926316359, 'num_epochs': 3}
Optimization Iteration: 2
Running with params: {'batchsize': 16, 'learning_rate': 0.014619262002172988, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.014619262002172988_None
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Timings: Avg: 3.3356666666666666, Max: 3.4000000000000004, Min: 3.18
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: 5.021000000000001
Best-param: {'batchsize': 64, 'learning_rate': 0.00011825074926316359, 'num_epochs': 3}
Optimization Iteration: 3
Running with params: {'batchsize': 16, 'learning_rate': 0.0001918981095955497, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.0001918981095955497_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.267666666666667, Max: 5.34, Min: 5.1899999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.267666666666667, Max: 5.34, Min: 5.1899999999999995
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.267666666666667
Score: 5.267666666666667
Best-score: 5.021000000000001
Best-param: {'batchsize': 64, 'learning_rate': 0.00011825074926316359, 'num_epochs': 3}
Optimization Iteration: 4
Running with params: {'batchsize': 8, 'learning_rate': 0.05577081495402745, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.05577081495402745_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.3239999999999994, Max: 3.37, Min: 3.2699999999999996
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: 5.021000000000001
Best-param: {'batchsize': 64, 'learning_rate': 0.00011825074926316359, 'num_epochs': 3}
Optimization Iteration: 5
Running with params: {'batchsize': 128, 'learning_rate': 0.0005713762228324013, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.0005713762228324013_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.816333333333334, Max: 5.87, Min: 5.7299999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.816333333333334, Max: 5.87, Min: 5.7299999999999995
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.816333333333334
Score: 5.816333333333334
Best-score: 5.021000000000001
Best-param: {'batchsize': 64, 'learning_rate': 0.00011825074926316359, 'num_epochs': 3}
Optimization Iteration: 6
Running with params: {'batchsize': 8, 'learning_rate': 1.6204387963990062e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_1.6204387963990062e-05_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.262333333333334, Max: 7.340000000000001, Min: 7.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.262333333333334, Max: 7.340000000000001, Min: 7.09
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.262333333333334
Score: 7.262333333333334
Best-score: 5.021000000000001
Best-param: {'batchsize': 64, 'learning_rate': 0.00011825074926316359, 'num_epochs': 3}
Optimization Iteration: 7
Running with params: {'batchsize': 16, 'learning_rate': 0.018602535409476564, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.018602535409476564_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.230333333333334, Max: 5.35, Min: 5.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.230333333333334, Max: 5.35, Min: 5.13
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.230333333333334
Score: 5.230333333333334
Best-score: 5.021000000000001
Best-param: {'batchsize': 64, 'learning_rate': 0.00011825074926316359, 'num_epochs': 3}
Optimization Iteration: 8
Running with params: {'batchsize': 8, 'learning_rate': 0.00022817838415105742, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.00022817838415105742_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.319333333333334, Max: 6.42, Min: 6.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.319333333333334, Max: 6.42, Min: 6.13
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.319333333333334
Score: 6.319333333333334
Best-score: 5.021000000000001
Best-param: {'batchsize': 64, 'learning_rate': 0.00011825074926316359, 'num_epochs': 3}
Optimization Iteration: 9
Running with params: {'batchsize': 16, 'learning_rate': 0.0020840362155103258, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.0020840362155103258_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.6656666666666675, Max: 4.7299999999999995, Min: 4.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.6656666666666675, Max: 4.7299999999999995, Min: 4.58
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.6656666666666675
Score: 4.6656666666666675
Best-score: 4.6656666666666675
Best-param: {'batchsize': 16, 'learning_rate': 0.0020840362155103258, 'num_epochs': 2}
Optimization Iteration: 10
Running with params: {'batchsize': 2, 'learning_rate': 0.010596205974736829, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.010596205974736829_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.8420000000000005, Max: 6.95, Min: 6.65
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.8420000000000005, Max: 6.95, Min: 6.65
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.8420000000000005
Score: 6.8420000000000005
Best-score: 4.6656666666666675
Best-param: {'batchsize': 16, 'learning_rate': 0.0020840362155103258, 'num_epochs': 2}
Optimization Iteration: 11
Running with params: {'batchsize': 16, 'learning_rate': 0.3871441008355289, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.3871441008355289_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.255, Max: 5.37, Min: 5.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.255, Max: 5.37, Min: 5.13
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.255
Score: 5.255
Best-score: 4.6656666666666675
Best-param: {'batchsize': 16, 'learning_rate': 0.0020840362155103258, 'num_epochs': 2}
Optimization Iteration: 12
Running with params: {'batchsize': 8, 'learning_rate': 4.1517652400367144e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_4.1517652400367144e-05_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.216333333333334, Max: 7.33, Min: 7.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.216333333333334, Max: 7.33, Min: 7.04
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.216333333333334
Score: 7.216333333333334
Best-score: 4.6656666666666675
Best-param: {'batchsize': 16, 'learning_rate': 0.0020840362155103258, 'num_epochs': 2}
Optimization Iteration: 13
Running with params: {'batchsize': 32, 'learning_rate': 0.0002579176864811004, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0002579176864811004_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.487666666666666, Max: 4.55, Min: 4.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.487666666666666, Max: 4.55, Min: 4.3
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.487666666666666
Score: 4.487666666666666
Best-score: 4.487666666666666
Best-param: {'batchsize': 32, 'learning_rate': 0.0002579176864811004, 'num_epochs': 2}
Optimization Iteration: 14
Running with params: {'batchsize': 2, 'learning_rate': 0.07754911182135371, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.07754911182135371_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.242333333333331, Max: 13.549999999999999, Min: 13.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.242333333333331, Max: 13.549999999999999, Min: 13.08
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.242333333333331
Score: 13.242333333333331
Best-score: 4.487666666666666
Best-param: {'batchsize': 32, 'learning_rate': 0.0002579176864811004, 'num_epochs': 2}
Optimization Iteration: 15
Running with params: {'batchsize': 16, 'learning_rate': 1.7936977405198913e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_1.7936977405198913e-05_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.233333333333334, Max: 5.41, Min: 5.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.233333333333334, Max: 5.41, Min: 5.11
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.233333333333334
Score: 5.233333333333334
Best-score: 4.487666666666666
Best-param: {'batchsize': 32, 'learning_rate': 0.0002579176864811004, 'num_epochs': 2}
Optimization Iteration: 16
Running with params: {'batchsize': 128, 'learning_rate': 0.00013560784906371015, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.00013560784906371015_2
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Evaluating 30 values out of 30
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Best-score: 4.487666666666666
Best-param: {'batchsize': 32, 'learning_rate': 0.0002579176864811004, 'num_epochs': 2}
Optimization Iteration: 17
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.00022846800108123613_None
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Timings: Avg: 3.326333333333333, Max: 3.37, Min: 3.28
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.487666666666666
Best-param: {'batchsize': 32, 'learning_rate': 0.0002579176864811004, 'num_epochs': 2}
Optimization Iteration: 18
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.7344711010596671_2
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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: 4.487666666666666
Best-param: {'batchsize': 32, 'learning_rate': 0.0002579176864811004, 'num_epochs': 2}
Optimization Iteration: 19
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.001718083688637106_3
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Timings: Avg: 5.214, Max: 5.34, Min: 5.07
Passed tests : 30
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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: 5.214
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Best-score: 4.487666666666666
Best-param: {'batchsize': 32, 'learning_rate': 0.0002579176864811004, 'num_epochs': 2}
Optimization Iteration: 20
Running with params: {'batchsize': 128, 'learning_rate': 0.21932363691799858, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.21932363691799858_4
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Timings: Avg: 6.129666666666666, Max: 6.22, Min: 6.029999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
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Runtime: 6.129666666666666
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Best-score: 4.487666666666666
Best-param: {'batchsize': 32, 'learning_rate': 0.0002579176864811004, 'num_epochs': 2}
Optimization Iteration: 21
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0020488269006021767_2
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Timings: Avg: 4.475666666666666, Max: 4.53, Min: 4.35
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.475666666666666, Max: 4.53, Min: 4.35
Probability of fail : 0.0
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Runtime: 4.475666666666666
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Best-score: 4.475666666666666
Best-param: {'batchsize': 32, 'learning_rate': 0.0020488269006021767, 'num_epochs': 2}
Optimization Iteration: 22
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0012046050851432625_2
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Timings: Avg: 4.481999999999999, Max: 4.55, Min: 4.359999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.481999999999999, Max: 4.55, Min: 4.359999999999999
Probability of fail : 0.0
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Best-score: 4.475666666666666
Best-param: {'batchsize': 32, 'learning_rate': 0.0020488269006021767, 'num_epochs': 2}
Optimization Iteration: 23
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0007852685874450106_2
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Timings: Avg: 4.501333333333332, Max: 4.550000000000001, Min: 4.43
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.501333333333332, Max: 4.550000000000001, Min: 4.43
Probability of fail : 0.0
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Best-score: 4.475666666666666
Best-param: {'batchsize': 32, 'learning_rate': 0.0020488269006021767, 'num_epochs': 2}
Optimization Iteration: 24
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.00579374383264536_2
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Timings: Avg: 4.479666666666666, Max: 4.5200000000000005, Min: 4.42
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.479666666666666, Max: 4.5200000000000005, Min: 4.42
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Best-score: 4.475666666666666
Best-param: {'batchsize': 32, 'learning_rate': 0.0020488269006021767, 'num_epochs': 2}
Optimization Iteration: 25
Running with params: {'batchsize': 32, 'learning_rate': 0.005504083207258987, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.005504083207258987_1
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Timings: Avg: 4.085666666666667, Max: 4.21, Min: 4.0200000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.085666666666667, Max: 4.21, Min: 4.0200000000000005
Probability of fail : 0.0
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Runtime: 4.085666666666667
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Best-score: 4.085666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.005504083207258987, 'num_epochs': 1}
Optimization Iteration: 26
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.004347631174676716_1
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Timings: Avg: 4.066666666666667, 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: 4.066666666666667, Max: 4.12, Min: 3.95
Probability of fail : 0.0
All-Passed: True
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Runtime: 4.066666666666667
Score: 4.066666666666667
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 27
Running with params: {'batchsize': 64, 'learning_rate': 0.049458540455977106, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.049458540455977106_1
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Timings: Avg: 4.354, Max: 4.43, Min: 4.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.354, Max: 4.43, Min: 4.23
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.354
Score: 4.354
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 28
Running with params: {'batchsize': 32, 'learning_rate': 0.00713580335698908, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.00713580335698908_1
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Timings: Avg: 4.101333333333334, Max: 4.17, Min: 4.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.101333333333334, Max: 4.17, Min: 4.03
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.101333333333334
Score: 4.101333333333334
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 29
Running with params: {'batchsize': 64, 'learning_rate': 0.004449370673317993, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.004449370673317993_1
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Timings: Avg: 4.386, Max: 4.43, Min: 4.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.386, Max: 4.43, Min: 4.23
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.386
Score: 4.386
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 30
Running with params: {'batchsize': 32, 'learning_rate': 0.11900936311889558, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.11900936311889558_1
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Timings: Avg: 4.0906666666666665, Max: 4.140000000000001, Min: 4.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.0906666666666665, Max: 4.140000000000001, Min: 4.03
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.0906666666666665
Score: 4.0906666666666665
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 31
Running with params: {'batchsize': 32, 'learning_rate': 0.01886624204404179, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.01886624204404179_1
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Timings: Avg: 4.083333333333334, Max: 4.12, Min: 3.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.083333333333334, Max: 4.12, Min: 3.98
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.083333333333334
Score: 4.083333333333334
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 32
Running with params: {'batchsize': 32, 'learning_rate': 0.019929768677909947, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.019929768677909947_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.094, Max: 4.1499999999999995, Min: 4.02
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.094, Max: 4.1499999999999995, Min: 4.02
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.094
Score: 4.094
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 33
Running with params: {'batchsize': 2, 'learning_rate': 0.029986191196342517, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.029986191196342517_1
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Timings: Avg: 6.79, Max: 6.8999999999999995, Min: 6.68
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.79, Max: 6.8999999999999995, Min: 6.68
Probability of fail : 0.0
All-Passed: True
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Runtime: 6.79
Score: 6.79
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 34
Running with params: {'batchsize': 64, 'learning_rate': 5.7903513596618466e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_5.7903513596618466e-05_None
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Timings: Avg: 3.3259999999999996, Max: 3.37, Min: 3.24
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 35
Running with params: {'batchsize': 32, 'learning_rate': 0.13245789478542822, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.13245789478542822_1
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Timings: Avg: 4.069666666666667, Max: 4.17, Min: 3.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.069666666666667, Max: 4.17, Min: 3.92
Probability of fail : 0.0
All-Passed: True
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Runtime: 4.069666666666667
Score: 4.069666666666667
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 36
Running with params: {'batchsize': 128, 'learning_rate': 0.18022877798941836, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.18022877798941836_1
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Timings: Avg: 5.184333333333333, Max: 5.25, Min: 5.1
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.184333333333333, Max: 5.25, Min: 5.1
Probability of fail : 0.0
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Runtime: 5.184333333333333
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Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 37
Running with params: {'batchsize': 32, 'learning_rate': 0.0005535879505354531, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0005535879505354531_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.3199999999999994, Max: 3.38, Min: 3.24
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 38
Running with params: {'batchsize': 2, 'learning_rate': 0.6257736096020934, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.6257736096020934_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.589333333333332, Max: 17.03, Min: 16.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 16.589333333333332, Max: 17.03, Min: 16.09
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.589333333333332
Score: 16.589333333333332
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 39
Running with params: {'batchsize': 32, 'learning_rate': 0.3717347148139108, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.3717347148139108_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.077333333333334, Max: 4.12, Min: 3.91
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.077333333333334, Max: 4.12, Min: 3.91
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.077333333333334
Score: 4.077333333333334
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 40
Running with params: {'batchsize': 64, 'learning_rate': 0.05271862978470924, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.05271862978470924_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.388, Max: 4.430000000000001, Min: 4.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.388, Max: 4.430000000000001, Min: 4.3
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.388
Score: 4.388
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 41
Running with params: {'batchsize': 8, 'learning_rate': 0.03198077229039942, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.03198077229039942_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.391666666666667, Max: 4.45, Min: 4.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.391666666666667, Max: 4.45, Min: 4.29
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.391666666666667
Score: 4.391666666666667
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 42
Running with params: {'batchsize': 32, 'learning_rate': 0.08936708720579377, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.08936708720579377_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.291333333333333, Max: 5.36, Min: 5.19
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.291333333333333, Max: 5.36, Min: 5.19
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.291333333333333
Score: 5.291333333333333
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 43
Running with params: {'batchsize': 128, 'learning_rate': 0.010839079834653485, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.010839079834653485_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.3163333333333327, Max: 3.3600000000000003, Min: 3.18
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: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 44
Running with params: {'batchsize': 2, 'learning_rate': 0.0030396996476855687, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.0030396996476855687_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.746666666666666, Max: 6.87, Min: 6.529999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.746666666666666, Max: 6.87, Min: 6.529999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.746666666666666
Score: 6.746666666666666
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 45
Running with params: {'batchsize': 32, 'learning_rate': 6.526076473086358e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_6.526076473086358e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.075333333333333, Max: 4.13, Min: 3.9699999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.075333333333333, Max: 4.13, Min: 3.9699999999999998
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.075333333333333
Score: 4.075333333333333
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 46
Running with params: {'batchsize': 8, 'learning_rate': 0.0004580741169269106, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.0004580741169269106_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.264666666666667, Max: 7.33, Min: 7.16
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.264666666666667, Max: 7.33, Min: 7.16
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.264666666666667
Score: 7.264666666666667
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 47
Running with params: {'batchsize': 32, 'learning_rate': 1.0821325834557462e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_1.0821325834557462e-05_None
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Timings: Avg: 3.3233333333333333, Max: 3.38, Min: 3.2300000000000004
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: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 48
Running with params: {'batchsize': 128, 'learning_rate': 0.8890255548579084, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.8890255548579084_3
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Timings: Avg: 5.8066666666666675, Max: 5.9, Min: 5.71
Passed tests : 30
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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: 5.8066666666666675
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Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 49
Running with params: {'batchsize': 16, 'learning_rate': 0.40886933560533645, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.40886933560533645_1
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Evaluating 30 values out of 30
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Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 50
Running with params: {'batchsize': 64, 'learning_rate': 0.17010361201618868, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.17010361201618868_1
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Evaluating 30 values out of 30
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Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Upto iteration 50: {'batchsize': 3, 'learning_rate': 0.004347631174676716, 'num_epochs': 0}
Optimization Iteration: 51
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Evaluating 30 values out of 30
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Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
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Evaluating 30 values out of 30
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Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, '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_1597827124/assert_40236296_32_0.0035227210782129217_1
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Evaluating 30 values out of 30
Overall-timings: Avg: 4.074333333333333, Max: 4.15, Min: 3.9499999999999997
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Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 54
Running with params: {'batchsize': 16, 'learning_rate': 0.3098305907584363, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.3098305907584363_None
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Timings: Avg: 3.3153333333333337, Max: 3.3600000000000003, 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: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 55
Running with params: {'batchsize': 32, 'learning_rate': 0.00014627769138545087, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.00014627769138545087_3
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Timings: Avg: 4.848666666666667, Max: 4.930000000000001, Min: 4.62
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.848666666666667, Max: 4.930000000000001, Min: 4.62
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Runtime: 4.848666666666667
Score: 4.848666666666667
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 56
Running with params: {'batchsize': 128, 'learning_rate': 0.0002922033014793399, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.0002922033014793399_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.173, Max: 5.27, Min: 5.069999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.173, Max: 5.27, Min: 5.069999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.173
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Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 57
Running with params: {'batchsize': 32, 'learning_rate': 0.03236496634245199, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.03236496634245199_2
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Timings: Avg: 4.491333333333333, Max: 4.55, Min: 4.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.491333333333333, Max: 4.55, Min: 4.28
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.491333333333333
Score: 4.491333333333333
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 58
Running with params: {'batchsize': 8, 'learning_rate': 0.10580750238198428, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.10580750238198428_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.315, Max: 7.46, Min: 7.159999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.315, Max: 7.46, Min: 7.159999999999999
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 7.315
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Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 59
Running with params: {'batchsize': 16, 'learning_rate': 3.084953116433005e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_3.084953116433005e-05_1
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Timings: Avg: 4.081333333333333, Max: 4.14, Min: 3.85
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.081333333333333, Max: 4.14, Min: 3.85
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.081333333333333
Score: 4.081333333333333
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 60
Running with params: {'batchsize': 32, 'learning_rate': 0.0013337123659229817, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0013337123659229817_1
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Timings: Avg: 4.073333333333333, Max: 4.13, Min: 3.94
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.073333333333333, Max: 4.13, Min: 3.94
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.073333333333333
Score: 4.073333333333333
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 61
Running with params: {'batchsize': 64, 'learning_rate': 0.0023485490064634423, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.0023485490064634423_2
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Timings: Avg: 4.698999999999999, Max: 4.75, Min: 4.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.698999999999999, Max: 4.75, Min: 4.58
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.698999999999999
Score: 4.698999999999999
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 62
Running with params: {'batchsize': 2, 'learning_rate': 0.008502094708772796, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.008502094708772796_3
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Timings: Avg: 13.230333333333334, Max: 13.440000000000001, Min: 12.870000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.230333333333334, Max: 13.440000000000001, Min: 12.870000000000001
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.230333333333334
Score: 13.230333333333334
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 63
Running with params: {'batchsize': 32, 'learning_rate': 8.921695580540904e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_8.921695580540904e-05_None
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Timings: Avg: 3.326333333333333, Max: 3.38, Min: 3.21
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: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 64
Running with params: {'batchsize': 32, 'learning_rate': 0.014478767020112693, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.014478767020112693_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.072333333333332, Max: 4.13, Min: 3.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.072333333333332, Max: 4.13, Min: 3.96
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.072333333333332
Score: 4.072333333333332
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 65
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
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Evaluating 30 values out of 30
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Runtime: 4.108
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Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 71
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0035329340469069707_1
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Evaluating 30 values out of 30
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 4.066666666666667
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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: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 74
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.025541407199006386_1
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
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Runtime: 4.421333333333333
Score: 4.421333333333333
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 75
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.04703397155124717_4
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Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.87, Max: 6.03, Min: 5.67
Probability of fail : 0.0
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Runtime: 5.87
Score: 5.87
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 76
Running with params: {'batchsize': 8, 'learning_rate': 0.00825099365645845, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.00825099365645845_1
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Timings: Avg: 4.3983333333333325, Max: 4.44, Min: 4.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.3983333333333325, Max: 4.44, Min: 4.28
Probability of fail : 0.0
All-Passed: True
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Runtime: 4.3983333333333325
Score: 4.3983333333333325
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 77
Running with params: {'batchsize': 2, 'learning_rate': 0.013004770099591178, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.013004770099591178_3
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Timings: Avg: 13.196333333333332, Max: 13.44, Min: 12.82
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.196333333333332, Max: 13.44, Min: 12.82
Probability of fail : 0.0
All-Passed: True
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Runtime: 13.196333333333332
Score: 13.196333333333332
Best-score: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 78
Running with params: {'batchsize': 32, 'learning_rate': 0.07240359608285848, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.07240359608285848_None
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Timings: Avg: 3.3306666666666667, Max: 3.38, 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: 4.066666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.004347631174676716, 'num_epochs': 1}
Optimization Iteration: 79
Running with params: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0017638620477781655_1
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Timings: Avg: 4.064666666666667, Max: 4.14, Min: 3.93
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.064666666666667, Max: 4.14, Min: 3.93
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.064666666666667
Score: 4.064666666666667
Best-score: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 80
Running with params: {'batchsize': 128, 'learning_rate': 0.00034592237967985843, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.00034592237967985843_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.162666666666666, Max: 5.23, Min: 4.9399999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.162666666666666, Max: 5.23, Min: 4.9399999999999995
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.162666666666666
Score: 5.162666666666666
Best-score: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 81
Running with params: {'batchsize': 32, 'learning_rate': 0.000857580043195862, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.000857580043195862_2
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Evaluating 30 values out of 30
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Runtime: 4.486666666666666
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Best-score: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 82
Running with params: {'batchsize': 64, 'learning_rate': 0.001774257733605197, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.001774257733605197_1
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Evaluating 30 values out of 30
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Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 83
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0005732027152586244_4
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Evaluating 30 values out of 30
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Best-score: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 84
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.0011723219149596049_1
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Evaluating 30 values out of 30
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Best-score: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
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_1597827124/assert_40236296_16_0.0023938781903975618_None
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Timings: Avg: 3.3449999999999998, Max: 3.3899999999999997, Min: 3.28
Passed tests : 0
Failed tests : 30
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Score: 3.4028234663852886e+38
Best-score: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 86
Running with params: {'batchsize': 2, 'learning_rate': 0.00038542889664425277, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.00038542889664425277_3
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Timings: Avg: 13.192666666666664, Max: 13.52, Min: 12.83
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.192666666666664, Max: 13.52, Min: 12.83
Probability of fail : 0.0
All-Passed: True
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Runtime: 13.192666666666664
Score: 13.192666666666664
Best-score: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 87
Running with params: {'batchsize': 32, 'learning_rate': 0.00019873086784749272, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.00019873086784749272_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.095000000000001, Max: 4.15, Min: 3.9400000000000004
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.095000000000001, Max: 4.15, Min: 3.9400000000000004
Probability of fail : 0.0
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Runtime: 4.095000000000001
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Best-score: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 88
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0005934275851105554_1
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Timings: Avg: 4.081333333333333, Max: 4.1499999999999995, Min: 3.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.081333333333333, Max: 4.1499999999999995, Min: 3.99
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Runtime: 4.081333333333333
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Best-score: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 89
Running with params: {'batchsize': 32, 'learning_rate': 2.5148342825814632e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_2.5148342825814632e-05_2
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Timings: Avg: 4.4830000000000005, Max: 4.54, Min: 4.42
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.4830000000000005, Max: 4.54, Min: 4.42
Probability of fail : 0.0
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Runtime: 4.4830000000000005
Score: 4.4830000000000005
Best-score: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 90
Running with params: {'batchsize': 128, 'learning_rate': 0.004447663417746299, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.004447663417746299_4
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Timings: Avg: 6.1096666666666675, Max: 6.25, Min: 6.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.1096666666666675, Max: 6.25, Min: 6.01
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.1096666666666675
Score: 6.1096666666666675
Best-score: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 91
Running with params: {'batchsize': 64, 'learning_rate': 1.0209659816047307e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_1.0209659816047307e-05_1
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Timings: Avg: 4.387666666666666, Max: 4.44, Min: 4.3100000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.387666666666666, Max: 4.44, Min: 4.3100000000000005
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.387666666666666
Score: 4.387666666666666
Best-score: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 92
Running with params: {'batchsize': 8, 'learning_rate': 8.172728616622589e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_8.172728616622589e-05_3
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Timings: Avg: 6.2940000000000005, Max: 6.460000000000001, Min: 6.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.2940000000000005, Max: 6.460000000000001, Min: 6.18
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.2940000000000005
Score: 6.2940000000000005
Best-score: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 93
Running with params: {'batchsize': 16, 'learning_rate': 0.00016821260835706464, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.00016821260835706464_None
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Timings: Avg: 3.3293333333333326, Max: 3.3899999999999997, 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: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 94
Running with params: {'batchsize': 2, 'learning_rate': 0.0028338965683989297, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.0028338965683989297_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.770999999999999, Max: 7.01, Min: 6.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.770999999999999, Max: 7.01, Min: 6.58
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.770999999999999
Score: 6.770999999999999
Best-score: 4.064666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.0017638620477781655, 'num_epochs': 1}
Optimization Iteration: 95
Running with params: {'batchsize': 32, 'learning_rate': 0.475946466707423, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.475946466707423_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.059666666666667, Max: 4.13, Min: 3.9
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.059666666666667, Max: 4.13, Min: 3.9
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.059666666666667
Score: 4.059666666666667
Best-score: 4.059666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.475946466707423, 'num_epochs': 1}
Optimization Iteration: 96
Running with params: {'batchsize': 32, 'learning_rate': 0.00010400147475595372, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.00010400147475595372_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.066333333333334, Max: 4.12, Min: 3.9000000000000004
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.066333333333334, Max: 4.12, Min: 3.9000000000000004
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.066333333333334
Score: 4.066333333333334
Best-score: 4.059666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.475946466707423, 'num_epochs': 1}
Optimization Iteration: 97
Running with params: {'batchsize': 32, 'learning_rate': 3.668430321516071e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_3.668430321516071e-05_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.458, Max: 4.5200000000000005, Min: 4.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.458, Max: 4.5200000000000005, Min: 4.27
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.458
Score: 4.458
Best-score: 4.059666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.475946466707423, 'num_epochs': 1}
Optimization Iteration: 98
Running with params: {'batchsize': 32, 'learning_rate': 5.920911322837567e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_5.920911322837567e-05_1
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Evaluating 30 values out of 30
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Best-score: 4.059666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.475946466707423, 'num_epochs': 1}
Optimization Iteration: 99
Running with params: {'batchsize': 128, 'learning_rate': 1.4939206228710707e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_1.4939206228710707e-05_4
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Evaluating 30 values out of 30
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Best-score: 4.059666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.475946466707423, 'num_epochs': 1}
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Running with params: {'batchsize': 32, 'learning_rate': 6.190678418115195e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_6.190678418115195e-05_1
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Evaluating 30 values out of 30
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Best-score: 4.059666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.475946466707423, 'num_epochs': 1}
Upto iteration 100: {'batchsize': 3, 'learning_rate': 0.475946466707423, 'num_epochs': 0}
Optimization Iteration: 101
Running with params: {'batchsize': 64, 'learning_rate': 4.41645805066673e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_4.41645805066673e-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-param: {'batchsize': 32, 'learning_rate': 0.475946466707423, 'num_epochs': 1}
Optimization Iteration: 102
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_2.1371710970174768e-05_1
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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: 4.059666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.475946466707423, 'num_epochs': 1}
Optimization Iteration: 103
Running with params: {'batchsize': 16, 'learning_rate': 1.284806638791133e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_1.284806638791133e-05_None
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Timings: Avg: 3.3293333333333326, Max: 3.3800000000000003, Min: 3.2
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.059666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.475946466707423, 'num_epochs': 1}
Optimization Iteration: 104
Running with params: {'batchsize': 32, 'learning_rate': 0.001416550813516034, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.001416550813516034_1
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Timings: Avg: 4.078333333333333, Max: 4.12, Min: 4.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.078333333333333, Max: 4.12, Min: 4.0
Probability of fail : 0.0
All-Passed: True
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Runtime: 4.078333333333333
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Best-score: 4.059666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.475946466707423, 'num_epochs': 1}
Optimization Iteration: 105
Running with params: {'batchsize': 2, 'learning_rate': 0.8833033177507993, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.8833033177507993_1
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Timings: Avg: 6.780666666666667, Max: 6.93, Min: 6.659999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.780666666666667, Max: 6.93, Min: 6.659999999999999
Probability of fail : 0.0
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Runtime: 6.780666666666667
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Best-score: 4.059666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.475946466707423, 'num_epochs': 1}
Optimization Iteration: 106
Running with params: {'batchsize': 32, 'learning_rate': 0.0002619028679603427, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0002619028679603427_2
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Timings: Avg: 4.474333333333335, Max: 4.55, Min: 4.39
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.474333333333335, Max: 4.55, Min: 4.39
Probability of fail : 0.0
All-Passed: True
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Runtime: 4.474333333333335
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Best-score: 4.059666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.475946466707423, '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_1597827124/assert_40236296_32_0.0001330842928322509_4
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Timings: Avg: 5.249333333333333, Max: 5.31, Min: 5.14
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.249333333333333, Max: 5.31, Min: 5.14
Probability of fail : 0.0
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Runtime: 5.249333333333333
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Best-score: 4.059666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.475946466707423, 'num_epochs': 1}
Optimization Iteration: 108
Running with params: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.00046655866368219633_1
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Timings: Avg: 4.0569999999999995, Max: 4.12, Min: 3.89
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.0569999999999995, Max: 4.12, Min: 3.89
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.0569999999999995
Score: 4.0569999999999995
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 109
Running with params: {'batchsize': 128, 'learning_rate': 0.0007777551000986471, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.0007777551000986471_1
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Timings: Avg: 5.1786666666666665, Max: 5.239999999999999, Min: 5.119999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.1786666666666665, Max: 5.239999999999999, Min: 5.119999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.1786666666666665
Score: 5.1786666666666665
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 110
Running with params: {'batchsize': 32, 'learning_rate': 0.006682362432176359, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.006682362432176359_3
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Timings: Avg: 4.881, Max: 4.95, Min: 4.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.881, Max: 4.95, Min: 4.78
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.881
Score: 4.881
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 111
Running with params: {'batchsize': 64, 'learning_rate': 0.0010662839625295991, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.0010662839625295991_None
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Timings: Avg: 3.302666666666666, Max: 3.3899999999999997, Min: 3.18
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: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 112
Running with params: {'batchsize': 16, 'learning_rate': 0.0016229829865051868, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.0016229829865051868_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.0873333333333335, Max: 4.14, Min: 4.02
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.0873333333333335, Max: 4.14, Min: 4.02
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.0873333333333335
Score: 4.0873333333333335
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 113
Running with params: {'batchsize': 8, 'learning_rate': 0.0005061473365196837, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.0005061473365196837_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.417, Max: 4.5, Min: 4.319999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.417, Max: 4.5, Min: 4.319999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.417
Score: 4.417
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 114
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.00945285396573887_None
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Passed tests : 0
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Score: 3.4028234663852886e+38
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 120
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.0034539386130629864_1
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Timings: Avg: 4.376333333333333, Max: 4.43, Min: 4.28
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.376333333333333, Max: 4.43, Min: 4.28
Probability of fail : 0.0
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Runtime: 4.376333333333333
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Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 121
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.00042308368202178333_1
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Timings: Avg: 4.406333333333333, Max: 4.5, Min: 4.31
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
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Runtime: 4.406333333333333
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Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 122
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0002889080228167144_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.082666666666667, Max: 4.14, Min: 3.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.082666666666667, Max: 4.14, Min: 3.92
Probability of fail : 0.0
All-Passed: True
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Runtime: 4.082666666666667
Score: 4.082666666666667
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 123
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.005384305821767702_2
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Timings: Avg: 4.704333333333334, Max: 4.800000000000001, Min: 4.49
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.704333333333334, Max: 4.800000000000001, Min: 4.49
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.704333333333334
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Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 124
Running with params: {'batchsize': 2, 'learning_rate': 0.002302235657547996, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.002302235657547996_4
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Timings: Avg: 16.523, Max: 17.330000000000002, Min: 16.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 16.523, Max: 17.330000000000002, Min: 16.1
Probability of fail : 0.0
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Runtime: 16.523
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Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 125
Running with params: {'batchsize': 32, 'learning_rate': 0.02278606776104961, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.02278606776104961_1
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Timings: Avg: 4.089333333333333, Max: 4.14, Min: 4.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.089333333333333, Max: 4.14, Min: 4.0
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.089333333333333
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Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 126
Running with params: {'batchsize': 32, 'learning_rate': 0.012381712842332498, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.012381712842332498_3
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Timings: Avg: 4.8580000000000005, Max: 4.91, Min: 4.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.8580000000000005, Max: 4.91, Min: 4.76
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.8580000000000005
Score: 4.8580000000000005
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 127
Running with params: {'batchsize': 128, 'learning_rate': 0.09420152329042596, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.09420152329042596_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.3336666666666663, Max: 3.38, Min: 3.27
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: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 128
Running with params: {'batchsize': 32, 'learning_rate': 0.006823504783391752, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.006823504783391752_1
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Timings: Avg: 4.080333333333334, Max: 4.17, Min: 3.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.080333333333334, Max: 4.17, Min: 3.96
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.080333333333334
Score: 4.080333333333334
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 129
Running with params: {'batchsize': 64, 'learning_rate': 0.00022794219574705202, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.00022794219574705202_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.3839999999999995, Max: 4.449999999999999, Min: 4.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.3839999999999995, Max: 4.449999999999999, Min: 4.23
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.3839999999999995
Score: 4.3839999999999995
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 130
Running with params: {'batchsize': 8, 'learning_rate': 9.093277249253233e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_9.093277249253233e-05_2
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Passed tests : 30
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Evaluating 30 values out of 30
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Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 131
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.03924407122847159_1
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Evaluating 30 values out of 30
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Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 132
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.21404943928865344_4
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Evaluating 30 values out of 30
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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_1597827124/assert_40236296_32_0.5480367856142996_1
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Evaluating 30 values out of 30
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.0027912333946913965_3
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 135
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.016103201450434892_1
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Timings: Avg: 4.077333333333334, Max: 4.14, Min: 3.98
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.077333333333334, Max: 4.14, Min: 3.98
Probability of fail : 0.0
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Runtime: 4.077333333333334
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Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 136
Running with params: {'batchsize': 128, 'learning_rate': 0.0042526763504370435, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.0042526763504370435_None
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Timings: Avg: 3.324666666666667, Max: 3.38, Min: 3.12
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 137
Running with params: {'batchsize': 32, 'learning_rate': 0.0014562775071239502, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0014562775071239502_1
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Timings: Avg: 4.082333333333334, Max: 4.16, Min: 3.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.082333333333334, Max: 4.16, Min: 3.98
Probability of fail : 0.0
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Runtime: 4.082333333333334
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Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 138
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.001019533118710204_2
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Timings: Avg: 4.694999999999999, Max: 4.8, Min: 4.45
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.694999999999999, Max: 4.8, Min: 4.45
Probability of fail : 0.0
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Runtime: 4.694999999999999
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Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 139
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.00015577965490859514_1
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Timings: Avg: 4.391000000000001, Max: 4.48, Min: 4.19
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.391000000000001, Max: 4.48, Min: 4.19
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.391000000000001
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Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 140
Running with params: {'batchsize': 16, 'learning_rate': 4.310275187749334e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_4.310275187749334e-05_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.816666666666667, Max: 5.91, Min: 5.65
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.816666666666667, Max: 5.91, Min: 5.65
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.816666666666667
Score: 5.816666666666667
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 141
Running with params: {'batchsize': 32, 'learning_rate': 0.4984232142402965, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.4984232142402965_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.062666666666667, Max: 4.14, Min: 3.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.062666666666667, Max: 4.14, Min: 3.92
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.062666666666667
Score: 4.062666666666667
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 142
Running with params: {'batchsize': 2, 'learning_rate': 0.4396189422004089, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.4396189422004089_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.775666666666667, Max: 6.91, Min: 6.66
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.775666666666667, Max: 6.91, Min: 6.66
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.775666666666667
Score: 6.775666666666667
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 143
Running with params: {'batchsize': 32, 'learning_rate': 0.3126400056097611, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.3126400056097611_3
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Timings: Avg: 4.894333333333334, Max: 4.960000000000001, Min: 4.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.894333333333334, Max: 4.960000000000001, Min: 4.76
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.894333333333334
Score: 4.894333333333334
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 144
Running with params: {'batchsize': 32, 'learning_rate': 0.13532658600826056, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.13532658600826056_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.3236666666666665, Max: 3.37, Min: 3.21
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: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 145
Running with params: {'batchsize': 128, 'learning_rate': 0.0628741774774613, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.0628741774774613_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.168333333333332, Max: 5.25, Min: 5.05
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.168333333333332, Max: 5.25, Min: 5.05
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.168333333333332
Score: 5.168333333333332
Best-score: 4.0569999999999995
Best-param: {'batchsize': 32, 'learning_rate': 0.00046655866368219633, 'num_epochs': 1}
Optimization Iteration: 146
Running with params: {'batchsize': 32, 'learning_rate': 0.1776873793871956, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.1776873793871956_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.096666666666667, Max: 4.2, Min: 3.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.096666666666667, Max: 4.2, Min: 3.92
Probability of fail : 0.0
All-Passed: True
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Evaluating 30 values out of 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.851333333333334, Max: 4.92, Min: 4.75
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.851333333333334
Score: 4.851333333333334
Best-score: 4.056333333333334
Best-param: {'batchsize': 32, 'learning_rate': 0.5330252732429965, 'num_epochs': 1}
Optimization Iteration: 164
Running with params: {'batchsize': 32, 'learning_rate': 0.6789684608345101, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.6789684608345101_None
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Timings: Avg: 3.3313333333333333, Max: 3.3800000000000003, Min: 3.2700000000000005
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.056333333333334
Best-param: {'batchsize': 32, 'learning_rate': 0.5330252732429965, 'num_epochs': 1}
Optimization Iteration: 165
Running with params: {'batchsize': 128, 'learning_rate': 0.3641963941424851, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.3641963941424851_1
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Timings: Avg: 5.197, Max: 5.26, Min: 5.090000000000001
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.197, Max: 5.26, Min: 5.090000000000001
Probability of fail : 0.0
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Runtime: 5.197
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Best-score: 4.056333333333334
Best-param: {'batchsize': 32, 'learning_rate': 0.5330252732429965, 'num_epochs': 1}
Optimization Iteration: 166
Running with params: {'batchsize': 32, 'learning_rate': 0.1053256910935245, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.1053256910935245_1
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Timings: Avg: 4.086666666666666, Max: 4.17, Min: 4.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.086666666666666, Max: 4.17, Min: 4.0
Probability of fail : 0.0
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Runtime: 4.086666666666666
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Best-score: 4.056333333333334
Best-param: {'batchsize': 32, 'learning_rate': 0.5330252732429965, 'num_epochs': 1}
Optimization Iteration: 167
Running with params: {'batchsize': 64, 'learning_rate': 0.4978599997140537, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.4978599997140537_2
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Timings: Avg: 4.704666666666666, Max: 4.8500000000000005, Min: 4.6000000000000005
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: 4.704666666666666
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Best-score: 4.056333333333334
Best-param: {'batchsize': 32, 'learning_rate': 0.5330252732429965, 'num_epochs': 1}
Optimization Iteration: 168
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.9692212631243596_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.095999999999999, Max: 4.16, Min: 4.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.095999999999999, Max: 4.16, Min: 4.01
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.095999999999999
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Best-score: 4.056333333333334
Best-param: {'batchsize': 32, 'learning_rate': 0.5330252732429965, 'num_epochs': 1}
Optimization Iteration: 169
Running with params: {'batchsize': 8, 'learning_rate': 0.060973801949228884, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.060973801949228884_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.2330000000000005, Max: 7.37, Min: 7.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.2330000000000005, Max: 7.37, Min: 7.1
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.2330000000000005
Score: 7.2330000000000005
Best-score: 4.056333333333334
Best-param: {'batchsize': 32, 'learning_rate': 0.5330252732429965, 'num_epochs': 1}
Optimization Iteration: 170
Running with params: {'batchsize': 16, 'learning_rate': 0.7661272756277215, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.7661272756277215_1
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Timings: Avg: 4.1209999999999996, Max: 4.2, Min: 4.05
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.1209999999999996, Max: 4.2, Min: 4.05
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.1209999999999996
Score: 4.1209999999999996
Best-score: 4.056333333333334
Best-param: {'batchsize': 32, 'learning_rate': 0.5330252732429965, 'num_epochs': 1}
Optimization Iteration: 171
Running with params: {'batchsize': 32, 'learning_rate': 0.04124342485987407, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.04124342485987407_None
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Timings: Avg: 3.3153333333333332, Max: 3.35, Min: 3.1900000000000004
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: 4.056333333333334
Best-param: {'batchsize': 32, 'learning_rate': 0.5330252732429965, 'num_epochs': 1}
Optimization Iteration: 172
Running with params: {'batchsize': 2, 'learning_rate': 0.00011966398347421393, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.00011966398347421393_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.149333333333335, Max: 13.4, Min: 12.89
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.149333333333335, Max: 13.4, Min: 12.89
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.149333333333335
Score: 13.149333333333335
Best-score: 4.056333333333334
Best-param: {'batchsize': 32, 'learning_rate': 0.5330252732429965, 'num_epochs': 1}
Optimization Iteration: 173
Running with params: {'batchsize': 32, 'learning_rate': 0.08005310071853976, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.08005310071853976_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.096333333333333, Max: 4.15, Min: 3.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.096333333333333, Max: 4.15, Min: 3.98
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.096333333333333
Score: 4.096333333333333
Best-score: 4.056333333333334
Best-param: {'batchsize': 32, 'learning_rate': 0.5330252732429965, 'num_epochs': 1}
Optimization Iteration: 174
Running with params: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.13153153870604523_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.054, Max: 4.11, Min: 3.9
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.054, Max: 4.11, Min: 3.9
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.054
Score: 4.054
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 175
Running with params: {'batchsize': 128, 'learning_rate': 0.1377023799986739, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.1377023799986739_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.182333333333333, Max: 5.260000000000001, Min: 5.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.182333333333333, Max: 5.260000000000001, Min: 5.1
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.182333333333333
Score: 5.182333333333333
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 176
Running with params: {'batchsize': 32, 'learning_rate': 0.019598166936948654, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.019598166936948654_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.495666666666666, Max: 4.59, Min: 4.26
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.495666666666666, Max: 4.59, Min: 4.26
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.495666666666666
Score: 4.495666666666666
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 177
Running with params: {'batchsize': 64, 'learning_rate': 0.18132831142627748, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.18132831142627748_1
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Timings: Avg: 4.382666666666667, Max: 4.44, Min: 4.3100000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.382666666666667, Max: 4.44, Min: 4.3100000000000005
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.382666666666667
Score: 4.382666666666667
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 178
Running with params: {'batchsize': 32, 'learning_rate': 0.34117310975708554, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.34117310975708554_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.090999999999999, Max: 4.17, Min: 3.9600000000000004
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.090999999999999, Max: 4.17, Min: 3.9600000000000004
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.090999999999999
Score: 4.090999999999999
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 179
Running with params: {'batchsize': 8, 'learning_rate': 0.03113898546785035, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.03113898546785035_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.274000000000001, Max: 7.37, Min: 7.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.274000000000001, Max: 7.37, Min: 7.13
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.274000000000001
Score: 7.274000000000001
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 180
Running with params: {'batchsize': 16, 'learning_rate': 0.27575473334898404, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.27575473334898404_3
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Evaluating 30 values out of 30
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Runtime: 5.279999999999999
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 181
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.24075983725533062_1
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Evaluating 30 values out of 30
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Runtime: 4.086333333333333
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 182
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.9998827551504667_None
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Timings: Avg: 3.3346666666666662, Max: 3.3899999999999997, Min: 3.26
Passed tests : 0
Failed tests : 30
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Score: 3.4028234663852886e+38
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 183
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.6076298062441823_1
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Timings: Avg: 4.0683333333333325, Max: 4.12, Min: 3.92
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: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 184
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.052262806157177384_1
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Timings: Avg: 4.072, Max: 4.11, Min: 3.92
Passed tests : 30
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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: 4.072
Score: 4.072
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 185
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.0005854682249646935_2
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Timings: Avg: 5.491999999999999, Max: 5.59, Min: 5.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.491999999999999, Max: 5.59, Min: 5.41
Probability of fail : 0.0
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Runtime: 5.491999999999999
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 186
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.1179940569727443_1
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Timings: Avg: 4.074333333333334, Max: 4.13, Min: 3.94
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.074333333333334, Max: 4.13, Min: 3.94
Probability of fail : 0.0
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Runtime: 4.074333333333334
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 187
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.17749479152330389_4
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Timings: Avg: 5.326666666666666, Max: 5.42, Min: 5.15
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.326666666666666, Max: 5.42, Min: 5.15
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Runtime: 5.326666666666666
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 188
Running with params: {'batchsize': 64, 'learning_rate': 0.0003370165219684502, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.0003370165219684502_1
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Timings: Avg: 4.3966666666666665, Max: 4.4399999999999995, Min: 4.369999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.3966666666666665, Max: 4.4399999999999995, Min: 4.369999999999999
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 4.3966666666666665
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 189
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.008207549382720222_1
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Timings: Avg: 4.404, Max: 4.46, Min: 4.31
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.404, Max: 4.46, Min: 4.31
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.404
Score: 4.404
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 190
Running with params: {'batchsize': 16, 'learning_rate': 0.09508037070404252, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.09508037070404252_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.264333333333334, Max: 5.36, Min: 5.1499999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.264333333333334, Max: 5.36, Min: 5.1499999999999995
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.264333333333334
Score: 5.264333333333334
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 191
Running with params: {'batchsize': 32, 'learning_rate': 0.00020678240449696243, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.00020678240449696243_None
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Timings: Avg: 3.32, Max: 3.3600000000000003, Min: 3.16
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: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 192
Running with params: {'batchsize': 2, 'learning_rate': 7.667099971293442e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_7.667099971293442e-05_1
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Timings: Avg: 6.795333333333332, Max: 6.96, Min: 6.63
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.795333333333332, Max: 6.96, Min: 6.63
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.795333333333332
Score: 6.795333333333332
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 193
Running with params: {'batchsize': 32, 'learning_rate': 0.5759972445372137, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.5759972445372137_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.074, Max: 4.22, Min: 3.81
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.074, Max: 4.22, Min: 3.81
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.074
Score: 4.074
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 194
Running with params: {'batchsize': 32, 'learning_rate': 0.0004755256907401799, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0004755256907401799_2
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Timings: Avg: 4.503000000000001, Max: 4.57, Min: 4.3999999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.503000000000001, Max: 4.57, Min: 4.3999999999999995
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.503000000000001
Score: 4.503000000000001
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 195
Running with params: {'batchsize': 128, 'learning_rate': 0.011940005799327707, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.011940005799327707_1
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Timings: Avg: 5.167333333333333, Max: 5.24, Min: 5.090000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.167333333333333, Max: 5.24, Min: 5.090000000000001
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.167333333333333
Score: 5.167333333333333
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 196
Running with params: {'batchsize': 32, 'learning_rate': 2.514792544414021e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_2.514792544414021e-05_4
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Timings: Avg: 5.240666666666667, Max: 5.31, Min: 5.14
Passed tests : 30
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Evaluating 30 values out of 30
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 197
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0009255018142109556_1
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Evaluating 30 values out of 30
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Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
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Evaluating 30 values out of 30
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Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
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Evaluating 30 values out of 30
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Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
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Timings: Avg: 3.309999999999999, Max: 3.35, Min: 3.17
Passed tests : 0
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Score: 3.4028234663852886e+38
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Upto iteration 200: {'batchsize': 3, 'learning_rate': 0.13153153870604523, 'num_epochs': 0}
Optimization Iteration: 201
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.38032823060190335_1
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 202
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.001308952845241871_1
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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: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 203
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0020299972564829516_2
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 4.054
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.8050105957059046_1
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 205
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.024477708472946204_4
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Timings: Avg: 6.100666666666667, Max: 6.19, Min: 5.989999999999999
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.100666666666667, Max: 6.19, Min: 5.989999999999999
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 206
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.2330065281685212_1
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Timings: Avg: 4.084333333333333, Max: 4.140000000000001, Min: 4.0
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.084333333333333, Max: 4.140000000000001, Min: 4.0
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Runtime: 4.084333333333333
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 207
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.034780612472060574_1
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Timings: Avg: 4.087666666666667, Max: 4.14, Min: 3.99
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.087666666666667, Max: 4.14, Min: 3.99
Probability of fail : 0.0
All-Passed: True
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Runtime: 4.087666666666667
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 208
Running with params: {'batchsize': 64, 'learning_rate': 0.99476680346746, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.99476680346746_3
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Timings: Avg: 5.000666666666667, Max: 5.1, Min: 4.88
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.000666666666667, Max: 5.1, Min: 4.88
Probability of fail : 0.0
All-Passed: True
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Runtime: 5.000666666666667
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 209
Running with params: {'batchsize': 32, 'learning_rate': 3.2855540395444494e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_3.2855540395444494e-05_None
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Timings: Avg: 3.3223333333333334, 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: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 210
Running with params: {'batchsize': 8, 'learning_rate': 0.4981188445266306, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.4981188445266306_1
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Timings: Avg: 4.397000000000001, Max: 4.45, Min: 4.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.397000000000001, Max: 4.45, Min: 4.34
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.397000000000001
Score: 4.397000000000001
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 211
Running with params: {'batchsize': 16, 'learning_rate': 0.15333381914007974, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.15333381914007974_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.092999999999999, Max: 4.22, Min: 3.93
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.092999999999999, Max: 4.22, Min: 3.93
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.092999999999999
Score: 4.092999999999999
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 212
Running with params: {'batchsize': 2, 'learning_rate': 0.00011297465452732574, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.00011297465452732574_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.037666666666667, Max: 10.33, Min: 9.79
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.037666666666667, Max: 10.33, Min: 9.79
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.037666666666667
Score: 10.037666666666667
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 213
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Evaluating 30 values out of 30
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.00026743303258596683_4
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_5.300887789007325e-05_1
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Best-score: 4.054
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.002938618713411551_None
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Timings: Avg: 3.3383333333333334, Max: 3.4000000000000004, Min: 3.24
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Failed tests : 30
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Score: 3.4028234663852886e+38
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 219
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0004723368400363051_1
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Timings: Avg: 4.069999999999999, Max: 4.15, Min: 3.83
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.069999999999999, Max: 4.15, Min: 3.83
Probability of fail : 0.0
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Runtime: 4.069999999999999
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 220
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.00017502340688780744_1
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Timings: Avg: 4.3790000000000004, Max: 4.45, Min: 4.2
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.3790000000000004, Max: 4.45, Min: 4.2
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Runtime: 4.3790000000000004
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 221
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.0003817929840618284_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.074333333333333, Max: 4.13, Min: 3.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.074333333333333, Max: 4.13, Min: 3.92
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.074333333333333
Score: 4.074333333333333
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 222
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0010314274957285879_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.489333333333334, Max: 4.550000000000001, Min: 4.3999999999999995
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.489333333333334, Max: 4.550000000000001, Min: 4.3999999999999995
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.489333333333334
Score: 4.489333333333334
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 223
Running with params: {'batchsize': 2, 'learning_rate': 0.0007403942446882716, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.0007403942446882716_1
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Timings: Avg: 6.771666666666666, Max: 6.9, Min: 6.56
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.771666666666666, Max: 6.9, Min: 6.56
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.771666666666666
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 224
Running with params: {'batchsize': 32, 'learning_rate': 0.00658687802171369, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.00658687802171369_4
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Timings: Avg: 5.255666666666667, Max: 5.33, Min: 5.050000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.255666666666667, Max: 5.33, Min: 5.050000000000001
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.255666666666667
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 225
Running with params: {'batchsize': 32, 'learning_rate': 0.0001419453435904226, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0001419453435904226_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.086666666666667, Max: 4.15, Min: 4.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.086666666666667, Max: 4.15, Min: 4.03
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.086666666666667
Score: 4.086666666666667
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 226
Running with params: {'batchsize': 128, 'learning_rate': 9.487196808315862e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_9.487196808315862e-05_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.795, Max: 5.86, Min: 5.68
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.795, Max: 5.86, Min: 5.68
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.795
Score: 5.795
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 227
Running with params: {'batchsize': 32, 'learning_rate': 1.6671127071691796e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_1.6671127071691796e-05_None
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Timings: Avg: 3.3100000000000005, Max: 3.38, 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: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 228
Running with params: {'batchsize': 64, 'learning_rate': 0.002357336588731311, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.002357336588731311_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.383, Max: 4.44, Min: 4.32
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.383, Max: 4.44, Min: 4.32
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.383
Score: 4.383
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 229
Running with params: {'batchsize': 32, 'learning_rate': 0.0003330255615843389, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0003330255615843389_1
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Timings: Avg: 4.081333333333333, Max: 4.14, Min: 4.01
Passed tests : 30
Failed tests : 0
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Convergence score: 0.0
Evaluating 30 values out of 30
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Runtime: 4.081333333333333
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 230
Running with params: {'batchsize': 8, 'learning_rate': 0.0017196293256508538, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.0017196293256508538_1
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Evaluating 30 values out of 30
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Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 231
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.00023109645091605373_2
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Timings: Avg: 4.673666666666667, Max: 4.76, Min: 4.58
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Convergence score: 0.0
Evaluating 30 values out of 30
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0013227464669617534_1
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Probability of fail : 0.0
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
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Evaluating 30 values out of 30
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 235
Running with params: {'batchsize': 32, 'learning_rate': 5.304061291333508e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_5.304061291333508e-05_3
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Timings: Avg: 4.865, Max: 5.01, Min: 4.77
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Evaluating 30 values out of 30
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Probability of fail : 0.0
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Runtime: 4.865
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 236
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_0.0003144038645702831_1
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Timings: Avg: 5.165333333333334, Max: 5.23, Min: 5.02
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 237
Running with params: {'batchsize': 32, 'learning_rate': 6.844879840523734e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_6.844879840523734e-05_None
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Timings: Avg: 3.3220000000000005, Max: 3.37, Min: 3.2600000000000002
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: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 238
Running with params: {'batchsize': 64, 'learning_rate': 0.010184209015142815, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.010184209015142815_1
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Timings: Avg: 4.366666666666668, Max: 4.42, Min: 4.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.366666666666668, Max: 4.42, Min: 4.17
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.366666666666668
Score: 4.366666666666668
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 239
Running with params: {'batchsize': 32, 'learning_rate': 0.002699246564643877, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.002699246564643877_1
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Timings: Avg: 4.093333333333333, Max: 4.1499999999999995, Min: 3.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.093333333333333, Max: 4.1499999999999995, Min: 3.92
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 4.093333333333333
Score: 4.093333333333333
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 240
Running with params: {'batchsize': 8, 'learning_rate': 0.00046472766347214497, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.00046472766347214497_2
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Timings: Avg: 5.356666666666666, Max: 5.44, Min: 5.2700000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.356666666666666, Max: 5.44, Min: 5.2700000000000005
Probability of fail : 0.0
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Runtime: 5.356666666666666
Score: 5.356666666666666
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 241
Running with params: {'batchsize': 16, 'learning_rate': 0.001264323922006367, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_16_0.001264323922006367_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.083, Max: 4.2, Min: 3.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.083, Max: 4.2, Min: 3.96
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.083
Score: 4.083
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 242
Running with params: {'batchsize': 32, 'learning_rate': 0.0006727453439156292, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0006727453439156292_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.286666666666666, Max: 5.38, Min: 5.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.286666666666666, Max: 5.38, Min: 5.13
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.286666666666666
Score: 5.286666666666666
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 243
Running with params: {'batchsize': 2, 'learning_rate': 0.00015936310321584094, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_2_0.00015936310321584094_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.769333333333333, Max: 6.869999999999999, Min: 6.659999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.769333333333333, Max: 6.869999999999999, Min: 6.659999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.769333333333333
Score: 6.769333333333333
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 244
Running with params: {'batchsize': 32, 'learning_rate': 0.007602922987645837, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.007602922987645837_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.8726666666666665, Max: 4.98, Min: 4.69
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.8726666666666665, Max: 4.98, Min: 4.69
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.8726666666666665
Score: 4.8726666666666665
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 245
Running with params: {'batchsize': 32, 'learning_rate': 0.004071070837536543, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.004071070837536543_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.065666666666667, Max: 4.12, Min: 3.9
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.065666666666667, Max: 4.12, Min: 3.9
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.065666666666667
Score: 4.065666666666667
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 246
Running with params: {'batchsize': 128, 'learning_rate': 2.2610063352852744e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_128_2.2610063352852744e-05_None
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Timings: Avg: 3.3273333333333337, 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: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 247
Running with params: {'batchsize': 32, 'learning_rate': 0.0002534157239922122, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_0.0002534157239922122_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.0776666666666666, Max: 4.14, Min: 3.9600000000000004
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.0776666666666666, Max: 4.14, Min: 3.9600000000000004
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.0776666666666666
Score: 4.0776666666666666
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 248
Running with params: {'batchsize': 64, 'learning_rate': 0.005356930356689696, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_64_0.005356930356689696_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.370333333333334, Max: 4.4399999999999995, Min: 4.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.370333333333334, Max: 4.4399999999999995, Min: 4.17
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.370333333333334
Score: 4.370333333333334
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 249
Running with params: {'batchsize': 32, 'learning_rate': 1.2421973792121396e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_32_1.2421973792121396e-05_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.465000000000001, Max: 4.550000000000001, Min: 4.35
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.465000000000001, Max: 4.550000000000001, Min: 4.35
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.465000000000001
Score: 4.465000000000001
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Optimization Iteration: 250
Running with params: {'batchsize': 8, 'learning_rate': 0.0018507145037325022, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597827124/assert_40236296_8_0.0018507145037325022_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.3839999999999995, Max: 4.4799999999999995, Min: 4.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.3839999999999995, Max: 4.4799999999999995, Min: 4.21
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.3839999999999995
Score: 4.3839999999999995
Best-score: 4.054
Best-param: {'batchsize': 32, 'learning_rate': 0.13153153870604523, 'num_epochs': 1}
Upto iteration 250: {'batchsize': 3, 'learning_rate': 0.13153153870604523, 'num_epochs': 0}
Breaking...
{'batchsize': 3, 'learning_rate': 0.13153153870604523, 'num_epochs': 0}
Best score: 4.054
Repeated params: 0
Trials: 251
Best param {'batchsize': 3, 'learning_rate': 0.13153153870604523, 'num_epochs': 0}
Reduction: 30.25176349142627%
Speedup: 1.4337280052622923x
Optimizer time: 1341.05477976799
