Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: TestMemNN
Testname: test_train_batch
Params: learning_rate,35,25,ParamType.LR,0.007
num_epochs,38,23,ParamType.CHAINS,4
batchsize,36,22,ParamType.CHAINS,16
Assertion: self.assertGreaterEqual(valid['hits@1'], threshold)
Original runtime: 3.6380000000000003
>>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_1597814005/assert_98672002_0.007_4_16
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Timings: Avg: 3.991333333333333, Max: 4.08, Min: 3.7600000000000002
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.0735626150437168
Continuing to next batch...
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Timings: Avg: 3.998166666666667, Max: 4.08, Min: 3.7600000000000002
Passed tests : 60
Failed tests : 0
Converged: True
Convergence score: 0.8902614475681717
Evaluating 60 values out of 60
Overall-timings: Avg: 3.998166666666667, Max: 4.08, Min: 3.7600000000000002
Choosing distribution: laplace
Probability of fail (non-zero): 0.02239597434962613
Exceeding max probability of failure: 0.02239597434962613
All-Passed: False
Probabilty of failure: 0.02239597434962613
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
>>>!!Warning: Allowing update probability!!<<
Updating probability of failure to: 0.02239597434962613
>>Setting original runtime to 3.998166666666667
Optimization Iteration: 1
Running with params: {'batchsize': 8, 'learning_rate': 2.4142356770071324e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_8_2.4142356770071324e-05_2
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Timings: Avg: 5.817333333333333, Max: 5.92, Min: 5.670000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 2
Running with params: {'batchsize': 2, 'learning_rate': 0.07123896858207975, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_2_0.07123896858207975_4
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Timings: Avg: 5.713666666666668, Max: 5.8, Min: 5.59
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.7614096918559585
Exceeding current best timeout: 5.713666666666668 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 3
Running with params: {'batchsize': 128, 'learning_rate': 0.057532155086207695, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.057532155086207695_None
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Timings: Avg: 5.693666666666668, Max: 5.78, Min: 5.62
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.8962448894726252
Exceeding current best timeout: 5.693666666666668 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 4
Running with params: {'batchsize': 32, 'learning_rate': 0.41341476398554966, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.41341476398554966_None
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Timings: Avg: 5.700333333333332, Max: 5.7700000000000005, Min: 5.57
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9888472349023966
Evaluating 30 values out of 30
Overall-timings: Avg: 5.700333333333332, Max: 5.7700000000000005, Min: 5.57
Choosing distribution: beta
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.700333333333332
Score: 5.700333333333332
Best-score: 5.700333333333332
Best-param: {'batchsize': 32, 'learning_rate': 0.41341476398554966, 'num_epochs': None}
Optimization Iteration: 5
Running with params: {'batchsize': 64, 'learning_rate': 0.2480357046418085, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.2480357046418085_2
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Timings: Avg: 5.680666666666667, Max: 5.760000000000001, Min: 5.56
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6164477182409702
Exceeding current best timeout: 5.680666666666667 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.700333333333332
Best-param: {'batchsize': 32, 'learning_rate': 0.41341476398554966, 'num_epochs': None}
Optimization Iteration: 6
Running with params: {'batchsize': 64, 'learning_rate': 0.2911651808302554, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.2911651808302554_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.723666666666667, Max: 5.83, Min: 5.6
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.9414506867883115
Exceeding current best timeout: 5.723666666666667 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.700333333333332
Best-param: {'batchsize': 32, 'learning_rate': 0.41341476398554966, 'num_epochs': None}
Optimization Iteration: 7
Running with params: {'batchsize': 2, 'learning_rate': 0.005708705416738755, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_2_0.005708705416738755_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.730000000000001, Max: 5.800000000000001, Min: 5.609999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.963086824686157
Evaluating 30 values out of 30
Overall-timings: Avg: 5.730000000000001, Max: 5.800000000000001, Min: 5.609999999999999
Choosing distribution: gumbel_l
Probability of fail (non-zero): 5.065400834242083e-14
All-Passed: True
Probabilty of failure: 5.065400834242083e-14
Runtime: 5.730000000000001
Score: 5.730000000000001
Best-score: 5.700333333333332
Best-param: {'batchsize': 32, 'learning_rate': 0.41341476398554966, 'num_epochs': None}
Optimization Iteration: 8
Running with params: {'batchsize': 8, 'learning_rate': 1.781175389739581e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_8_1.781175389739581e-05_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.736333333333334, Max: 5.82, Min: 5.54
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4359163172354794
Exceeding current best timeout: 5.736333333333334 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.700333333333332
Best-param: {'batchsize': 32, 'learning_rate': 0.41341476398554966, 'num_epochs': None}
Optimization Iteration: 9
Running with params: {'batchsize': 8, 'learning_rate': 0.005419230433826463, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_8_0.005419230433826463_4
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Timings: Avg: 5.701999999999999, Max: 5.79, Min: 5.61
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2213662584131324
Exceeding current best timeout: 5.701999999999999 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.700333333333332
Best-param: {'batchsize': 32, 'learning_rate': 0.41341476398554966, 'num_epochs': None}
Optimization Iteration: 10
Running with params: {'batchsize': 32, 'learning_rate': 0.3160170818032332, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.3160170818032332_None
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Timings: Avg: 5.683333333333334, Max: 5.7700000000000005, Min: 5.51
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.373464415855724
Exceeding current best timeout: 5.683333333333334 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.700333333333332
Best-param: {'batchsize': 32, 'learning_rate': 0.41341476398554966, 'num_epochs': None}
Optimization Iteration: 11
Running with params: {'batchsize': 64, 'learning_rate': 0.010654511075620852, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.010654511075620852_4
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Timings: Avg: 5.685333333333334, Max: 5.95, Min: 5.45
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.1316409257595765
Exceeding current best timeout: 5.685333333333334 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.700333333333332
Best-param: {'batchsize': 32, 'learning_rate': 0.41341476398554966, 'num_epochs': None}
Optimization Iteration: 12
Running with params: {'batchsize': 64, 'learning_rate': 3.278654205476223e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_3.278654205476223e-05_3
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Timings: Avg: 5.707666666666666, Max: 5.77, Min: 5.61
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4083645004180394
Exceeding current best timeout: 5.707666666666666 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.700333333333332
Best-param: {'batchsize': 32, 'learning_rate': 0.41341476398554966, 'num_epochs': None}
Optimization Iteration: 13
Running with params: {'batchsize': 16, 'learning_rate': 0.39572196269317017, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_0.39572196269317017_2
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Timings: Avg: 5.704666666666667, Max: 5.83, Min: 5.58
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.7041189093237765
Exceeding current best timeout: 5.704666666666667 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.700333333333332
Best-param: {'batchsize': 32, 'learning_rate': 0.41341476398554966, 'num_epochs': None}
Optimization Iteration: 14
Running with params: {'batchsize': 64, 'learning_rate': 0.00038195300193871295, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.00038195300193871295_4
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Timings: Avg: 5.6976666666666675, Max: 5.880000000000001, Min: 5.57
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.8165902124584883
Exceeding current best timeout: 5.6976666666666675 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.700333333333332
Best-param: {'batchsize': 32, 'learning_rate': 0.41341476398554966, 'num_epochs': None}
Optimization Iteration: 15
Running with params: {'batchsize': 32, 'learning_rate': 0.005482137442331556, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.005482137442331556_1
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Timings: Avg: 5.6786666666666665, Max: 5.8500000000000005, Min: 5.45
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 4.225217037785553
Exceeding current best timeout: 5.6786666666666665 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.700333333333332
Best-param: {'batchsize': 32, 'learning_rate': 0.41341476398554966, 'num_epochs': None}
Optimization Iteration: 16
Running with params: {'batchsize': 64, 'learning_rate': 0.408267463806568, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.408267463806568_None
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Convergence score: 3.1111111111111214
Exceeding current best timeout: 5.719666666666667 > 3.998166666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.700333333333332
Best-param: {'batchsize': 32, 'learning_rate': 0.41341476398554966, 'num_epochs': None}
Optimization Iteration: 17
Running with params: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_5.3594693776256166e-05_None
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Timings: Avg: 5.697333333333333, Max: 5.81, Min: 5.62
Passed tests : 30
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Converged: True
Convergence score: 0.8511025427814309
Evaluating 30 values out of 30
Overall-timings: Avg: 5.697333333333333, Max: 5.81, Min: 5.62
Choosing distribution: gumbel_l
Probability of fail (non-zero): 4.710816688195965e-14
All-Passed: True
Probabilty of failure: 4.710816688195965e-14
Runtime: 5.697333333333333
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 18
Running with params: {'batchsize': 32, 'learning_rate': 0.0003406665210769162, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.0003406665210769162_3
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Passed tests : 30
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Convergence score: 3.9270877694067208
Exceeding current best timeout: 5.698333333333333 > 3.998166666666667
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Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
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_1597814005/assert_98672002_16_0.6697720618515168_1
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Convergence score: 1.58113883008419
Exceeding current best timeout: 5.694666666666666 > 3.998166666666667
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 20
Running with params: {'batchsize': 16, 'learning_rate': 0.01791585503643081, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_0.01791585503643081_None
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Passed tests : 30
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Converged: False
Convergence score: 1.5275252316519505
Exceeding current best timeout: 5.698666666666667 > 3.998166666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 21
Running with params: {'batchsize': 128, 'learning_rate': 0.0006423832486122123, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.0006423832486122123_None
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Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.6736956911078407
Exceeding current best timeout: 5.712 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 22
Running with params: {'batchsize': 16, 'learning_rate': 8.373445571841448e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_8.373445571841448e-05_None
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Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.595542738092193
Exceeding current best timeout: 5.681333333333336 > 3.998166666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 23
Running with params: {'batchsize': 32, 'learning_rate': 0.0013251664598891088, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.0013251664598891088_None
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Timings: Avg: 5.701333333333332, Max: 5.779999999999999, Min: 5.57
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.7203870330899849
Exceeding current best timeout: 5.701333333333332 > 3.998166666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 24
Running with params: {'batchsize': 32, 'learning_rate': 0.0001065207618333768, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.0001065207618333768_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.72, Max: 5.83, Min: 5.5600000000000005
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.7959982617189678
Exceeding current best timeout: 5.72 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 25
Running with params: {'batchsize': 16, 'learning_rate': 0.0017118857642031322, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_0.0017118857642031322_3
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Timings: Avg: 5.695666666666667, Max: 5.79, Min: 5.47
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3548778730909652
Exceeding current best timeout: 5.695666666666667 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 26
Running with params: {'batchsize': 2, 'learning_rate': 0.05004627769414369, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_2_0.05004627769414369_1
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Timings: Avg: 5.709999999999999, Max: 5.88, Min: 5.57
Passed tests : 30
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Converged: False
Convergence score: 2.9999999999999996
Exceeding current best timeout: 5.709999999999999 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 27
Running with params: {'batchsize': 16, 'learning_rate': 9.628745138519185e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_9.628745138519185e-05_None
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Timings: Avg: 5.682666666666665, Max: 5.86, Min: 5.56
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.9777331901519406
Exceeding current best timeout: 5.682666666666665 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 28
Running with params: {'batchsize': 128, 'learning_rate': 1.0462182111321182e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_1.0462182111321182e-05_None
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Timings: Avg: 5.694, Max: 5.7700000000000005, Min: 5.62
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2378316467537753
Exceeding current best timeout: 5.694 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 29
Running with params: {'batchsize': 32, 'learning_rate': 0.025389617282507368, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.025389617282507368_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.706333333333332, Max: 6.04, Min: 5.6
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6854019432007707
Exceeding current best timeout: 5.706333333333332 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 30
Running with params: {'batchsize': 8, 'learning_rate': 0.1268612201781471, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_8_0.1268612201781471_None
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Timings: Avg: 5.707333333333333, Max: 5.81, Min: 5.63
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.5980762113533062
Exceeding current best timeout: 5.707333333333333 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 31
Running with params: {'batchsize': 16, 'learning_rate': 4.025866801198989e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_4.025866801198989e-05_None
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Timings: Avg: 5.681333333333333, Max: 5.8, Min: 5.58
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.9054315905947086
Exceeding current best timeout: 5.681333333333333 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 32
Running with params: {'batchsize': 2, 'learning_rate': 0.0002415836828384791, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_2_0.0002415836828384791_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.705333333333333, Max: 5.7700000000000005, Min: 5.6
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2271439821557963
Exceeding current best timeout: 5.705333333333333 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 33
Running with params: {'batchsize': 32, 'learning_rate': 0.0019341479647132542, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.0019341479647132542_2
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Timings: Avg: 5.6816666666666675, Max: 5.82, Min: 5.5600000000000005
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.5010636035367484
Exceeding current best timeout: 5.6816666666666675 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_1.541849070539415e-05_4
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 43
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_2_6.471753036567878e-05_2
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Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 44
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.00018504470245871504_4
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 45
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Best-score: 5.697333333333333
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Optimization Iteration: 46
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_0.003556827969013544_None
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 47
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_8_2.5501423394586574e-05_3
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 48
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.0006962060818568845_4
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Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 49
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.18368760495908856_1
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Timings: Avg: 5.687333333333332, Max: 5.82, Min: 5.55
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Convergence score: 2.042648719947566
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 50
Running with params: {'batchsize': 128, 'learning_rate': 0.5824575631131789, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.5824575631131789_None
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Timings: Avg: 5.698333333333333, Max: 5.84, Min: 5.539999999999999
Passed tests : 30
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Convergence score: 2.2885855374829647
Exceeding current best timeout: 5.698333333333333 > 3.998166666666667
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Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Upto iteration 50: {'batchsize': 2, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': 4}
Optimization Iteration: 51
Running with params: {'batchsize': 16, 'learning_rate': 0.06852182345806788, 'num_epochs': 2}
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Optimization Iteration: 52
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_1.6774209063644125e-05_2
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Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 60
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 61
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_0.02201241304009984_3
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 62
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.9622834210429242_4
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 63
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_2_0.44590807899657187_1
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 64
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.09469647626352165_None
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 65
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_0.036232027156516584_None
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Convergence score: 2.0421098809705276
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 66
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_2_0.005666418182485774_4
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Timings: Avg: 5.720666666666667, Max: 5.8, Min: 5.65
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Convergence score: 1.0814761408717424
Exceeding current best timeout: 5.720666666666667 > 3.998166666666667
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Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 67
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_2_0.0010419591935620397_4
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Timings: Avg: 5.707333333333334, Max: 5.82, Min: 5.63
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Exceeding current best timeout: 5.707333333333334 > 3.998166666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 68
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_2_0.30170417946711175_4
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Timings: Avg: 5.706333333333334, Max: 5.81, Min: 5.5200000000000005
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Convergence score: 1.2452737941402563
Exceeding current best timeout: 5.706333333333334 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.697333333333333
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 78
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.0002443301767036181_4
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Optimization Iteration: 79
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_0.006048389642279692_None
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 80
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_8_0.00011961868941758332_2
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 81
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Exceeding current best timeout: 5.688000000000001 > 3.998166666666667
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
Optimization Iteration: 82
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_2_0.000551381436028275_3
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Best-score: 5.697333333333333
Best-param: {'batchsize': 16, 'learning_rate': 5.3594693776256166e-05, 'num_epochs': None}
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_1597814005/assert_98672002_32_0.0025180139260663837_4
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Timings: Avg: 5.673999999999999, Max: 5.73, Min: 5.55
Passed tests : 30
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Converged: True
Convergence score: 0.85232470285868
Evaluating 30 values out of 30
Overall-timings: Avg: 5.673999999999999, Max: 5.73, Min: 5.55
Choosing distribution: beta
Probability of fail : 0.0
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Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
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_1597814005/assert_98672002_32_1.1638513121850478e-05_None
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Convergence score: 1.6080605044147354
Exceeding current best timeout: 5.691333333333334 > 3.998166666666667
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
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_1597814005/assert_98672002_32_5.309300266744955e-05_1
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Convergence score: 2.0761369963435086
Exceeding current best timeout: 5.692666666666666 > 3.998166666666667
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 86
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.0011068289691461431_4
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Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 87
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_3.0472060006443667e-05_None
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Optimization Iteration: 88
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Best-score: 5.673999999999999
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Optimization Iteration: 91
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_0.002804320842280622_3
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Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 92
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.06423430007114628_None
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Convergence score: 3.9531716358393294
Exceeding current best timeout: 5.714666666666667 > 3.998166666666667
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 93
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.0002992494834821806_1
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Passed tests : 30
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Convergence score: 1.9044331628182187
Exceeding current best timeout: 5.700999999999999 > 3.998166666666667
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 94
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_8.777222096021014e-05_None
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Converged: False
Convergence score: 1.712412408576339
Exceeding current best timeout: 5.692333333333332 > 3.998166666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 95
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_8_0.00013282254827947444_4
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Convergence score: 2.4053511772118195
Exceeding current best timeout: 5.701666666666667 > 3.998166666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 96
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.02478137978276451_2
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Convergence score: 2.4225079155575497
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 97
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.012126452659093378_None
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Convergence score: 1.672856722018705
Exceeding current best timeout: 5.6933333333333325 > 3.998166666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 98
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_0.034860632714456365_3
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Convergence score: 1.643167672515507
Exceeding current best timeout: 5.739 > 3.998166666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 99
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.7043982669822731_4
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Timings: Avg: 5.702666666666667, Max: 5.78, Min: 5.59
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Convergence score: 1.3528950106151254
Exceeding current best timeout: 5.702666666666667 > 3.998166666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 100
Running with params: {'batchsize': 64, 'learning_rate': 0.04593695587561357, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.04593695587561357_None
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Timings: Avg: 5.679333333333333, Max: 5.819999999999999, Min: 5.539999999999999
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Convergence score: 1.9192898346491856
Exceeding current best timeout: 5.679333333333333 > 3.998166666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Upto iteration 100: {'batchsize': 3, 'learning_rate': 0.0025180139260663837, 'num_epochs': 3}
Optimization Iteration: 101
Running with params: {'batchsize': 16, 'learning_rate': 0.0022030842324579705, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_0.0022030842324579705_1
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Timings: Avg: 5.692333333333333, Max: 5.75, Min: 5.6
Passed tests : 30
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Convergence score: 1.8417736717094106
Exceeding current best timeout: 5.692333333333333 > 3.998166666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 102
Running with params: {'batchsize': 32, 'learning_rate': 0.2434054797513133, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.2434054797513133_None
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Timings: Avg: 5.689666666666667, Max: 5.78, Min: 5.45
Passed tests : 30
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Convergence score: 1.358516546407765
Exceeding current best timeout: 5.689666666666667 > 3.998166666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 103
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_8_4.017393798082049e-05_4
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Timings: Avg: 5.703333333333334, Max: 5.83, Min: 5.65
Passed tests : 30
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Convergence score: 1.1909189467563182
Exceeding current best timeout: 5.703333333333334 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 104
Running with params: {'batchsize': 128, 'learning_rate': 0.1443375898498793, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.1443375898498793_2
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Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 105
Running with params: {'batchsize': 32, 'learning_rate': 0.001361962818832042, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.001361962818832042_None
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Convergence score: 1.5523344099593512
Exceeding current best timeout: 5.684 > 3.998166666666667
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 106
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_0.39585119014973746_4
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Convergence score: 3.094766455997913
Exceeding current best timeout: 5.704999999999999 > 3.998166666666667
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Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
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_1597814005/assert_98672002_32_0.00765091467169563_3
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Exceeding current best timeout: 5.697333333333333 > 3.998166666666667
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 108
Running with params: {'batchsize': 64, 'learning_rate': 1.3801211765273888e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_1.3801211765273888e-05_None
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Passed tests : 30
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Converged: True
Convergence score: 0.9415544714433837
Evaluating 30 values out of 30
Overall-timings: Avg: 5.696666666666666, Max: 5.8, Min: 5.58
Choosing distribution: laplace
Probability of fail (non-zero): 1.3154787172554011e-15
All-Passed: True
Probabilty of failure: 1.3154787172554011e-15
Runtime: 5.696666666666666
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Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 109
Running with params: {'batchsize': 64, 'learning_rate': 1.4131688194306345e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_1.4131688194306345e-05_None
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Converged: False
Convergence score: 2.8735244660769554
Exceeding current best timeout: 5.714333333333333 > 3.998166666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 110
Running with params: {'batchsize': 64, 'learning_rate': 2.441211873691475e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_2.441211873691475e-05_1
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Converged: False
Convergence score: 1.4283026792978164
Exceeding current best timeout: 5.701666666666667 > 3.998166666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 111
Running with params: {'batchsize': 64, 'learning_rate': 5.9896222625605746e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_5.9896222625605746e-05_4
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Timings: Avg: 5.704, Max: 5.869999999999999, Min: 5.53
Passed tests : 30
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Converged: False
Convergence score: 1.4485719366803045
Exceeding current best timeout: 5.704 > 3.998166666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 112
Running with params: {'batchsize': 64, 'learning_rate': 7.596852501047233e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_7.596852501047233e-05_None
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Timings: Avg: 5.6850000000000005, Max: 5.79, Min: 5.58
Passed tests : 30
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Converged: False
Convergence score: 1.0751744044572589
Exceeding current best timeout: 5.6850000000000005 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 113
Running with params: {'batchsize': 64, 'learning_rate': 1.2721818984397398e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_1.2721818984397398e-05_None
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Timings: Avg: 5.701666666666667, Max: 5.760000000000001, Min: 5.61
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Converged: False
Convergence score: 2.4383063016321023
Exceeding current best timeout: 5.701666666666667 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 114
Running with params: {'batchsize': 64, 'learning_rate': 3.1965308344127666e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_3.1965308344127666e-05_4
Launching 30 jobs, 30 in parallel
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Failed tests : 0
Converged: False
Convergence score: 1.4485719366802992
Exceeding current best timeout: 5.709999999999997 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 115
Running with params: {'batchsize': 64, 'learning_rate': 0.00016183929691557616, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.00016183929691557616_2
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Passed tests : 30
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Converged: False
Convergence score: 1.6973368495830106
Exceeding current best timeout: 5.665333333333334 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 116
Running with params: {'batchsize': 64, 'learning_rate': 2.221190091570883e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_2.221190091570883e-05_3
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Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.198010745334142
Exceeding current best timeout: 5.7043333333333335 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 117
Running with params: {'batchsize': 16, 'learning_rate': 1.9586161536505735e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_1.9586161536505735e-05_None
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Timings: Avg: 5.686666666666667, Max: 5.79, Min: 5.58
Passed tests : 30
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Converged: False
Convergence score: 2.5526373512131633
Exceeding current best timeout: 5.686666666666667 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 118
Running with params: {'batchsize': 8, 'learning_rate': 4.2307491032646205e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_8_4.2307491032646205e-05_1
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Timings: Avg: 5.719333333333333, Max: 5.81, Min: 5.63
Passed tests : 30
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Converged: False
Convergence score: 2.8436839595036694
Exceeding current best timeout: 5.719333333333333 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 119
Running with params: {'batchsize': 128, 'learning_rate': 0.0002533540306686612, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.0002533540306686612_4
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Timings: Avg: 5.725999999999999, Max: 5.79, Min: 5.5600000000000005
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.4800026659543137
Exceeding current best timeout: 5.725999999999999 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 120
Running with params: {'batchsize': 16, 'learning_rate': 0.0008250751010977342, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_0.0008250751010977342_None
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Timings: Avg: 5.699999999999999, Max: 5.760000000000001, Min: 5.59
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4411533842457813
Exceeding current best timeout: 5.699999999999999 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 121
Running with params: {'batchsize': 64, 'learning_rate': 1.7935914442774558e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_1.7935914442774558e-05_None
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
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_1597814005/assert_98672002_16_0.00042088948355151624_2
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Convergence score: 1.1250000000000016
Exceeding current best timeout: 5.707666666666666 > 3.998166666666667
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 123
Running with params: {'batchsize': 64, 'learning_rate': 0.00011183768526956949, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.00011183768526956949_4
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Convergence score: 1.393261092038474
Exceeding current best timeout: 5.677333333333333 > 3.998166666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 124
Running with params: {'batchsize': 8, 'learning_rate': 5.0270378057166313e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_8_5.0270378057166313e-05_3
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Exceeding current best timeout: 5.692000000000001 > 3.998166666666667
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 125
Running with params: {'batchsize': 128, 'learning_rate': 1.1075110683609406e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_1.1075110683609406e-05_None
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Convergence score: 2.466576574931338
Exceeding current best timeout: 5.699333333333333 > 3.998166666666667
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 126
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_0.0005820093970145059_1
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Convergence score: 1.0348189225314597
Exceeding current best timeout: 5.698666666666666 > 3.998166666666667
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 127
Running with params: {'batchsize': 64, 'learning_rate': 0.00020781476511112792, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.00020781476511112792_4
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Timings: Avg: 5.685, Max: 5.78, Min: 5.5200000000000005
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.3495023495035245
Exceeding current best timeout: 5.685 > 3.998166666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 128
Running with params: {'batchsize': 16, 'learning_rate': 7.878633335679468e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_16_7.878633335679468e-05_None
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Passed tests : 30
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Converged: False
Convergence score: 1.1276677770445593
Exceeding current best timeout: 5.6916666666666655 > 3.998166666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 129
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.00013887595590878675_None
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Converged: False
Convergence score: 2.1984843263788276
Exceeding current best timeout: 5.7063333333333315 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 130
Running with params: {'batchsize': 8, 'learning_rate': 3.03352845141672e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_8_3.03352845141672e-05_2
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Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.7698734935235625
Exceeding current best timeout: 5.690999999999999 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 131
Running with params: {'batchsize': 128, 'learning_rate': 0.005032733911610785, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.005032733911610785_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.685, Max: 5.81, Min: 5.4399999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9899494936611667
Evaluating 30 values out of 30
Overall-timings: Avg: 5.685, Max: 5.81, Min: 5.4399999999999995
Choosing distribution: gumbel_l
Probability of fail (non-zero): 3.8808351893828036e-18
All-Passed: True
Probabilty of failure: 3.8808351893828036e-18
Runtime: 5.685
Score: 5.685
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 132
Running with params: {'batchsize': 128, 'learning_rate': 0.0049652821453350215, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.0049652821453350215_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.708666666666668, Max: 5.78, Min: 5.59
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9042233040663695
Evaluating 30 values out of 30
Overall-timings: Avg: 5.708666666666668, Max: 5.78, Min: 5.59
Choosing distribution: dweibull
Probability of fail (non-zero): 1.6198922435528974e-46
All-Passed: True
Probabilty of failure: 1.6198922435528974e-46
Runtime: 5.708666666666668
Score: 5.708666666666668
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 133
Running with params: {'batchsize': 128, 'learning_rate': 0.08248652504241305, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.08248652504241305_4
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Timings: Avg: 5.698666666666665, Max: 5.8, Min: 5.619999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.7768703920622415
Exceeding current best timeout: 5.698666666666665 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 134
Running with params: {'batchsize': 128, 'learning_rate': 0.01030428002448694, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.01030428002448694_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.722666666666667, Max: 5.84, Min: 5.6
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.8829944192264382
Evaluating 30 values out of 30
Overall-timings: Avg: 5.722666666666667, Max: 5.84, Min: 5.6
Choosing distribution: cauchy
Probability of fail (non-zero): 0.007397858857954576
All-Passed: True
Probabilty of failure: 0.007397858857954576
Runtime: 5.722666666666667
Score: 5.722666666666667
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 135
Running with params: {'batchsize': 128, 'learning_rate': 0.004085054681034559, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.004085054681034559_4
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Timings: Avg: 5.682666666666667, Max: 5.78, Min: 5.5
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 5.059644256269393
Exceeding current best timeout: 5.682666666666667 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 136
Running with params: {'batchsize': 128, 'learning_rate': 0.0019324236696201824, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.0019324236696201824_4
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Timings: Avg: 5.703333333333333, Max: 5.79, Min: 5.529999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.311425331773794
Exceeding current best timeout: 5.703333333333333 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 137
Running with params: {'batchsize': 128, 'learning_rate': 0.021100012424603194, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.021100012424603194_4
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Timings: Avg: 5.682666666666667, Max: 5.84, Min: 5.59
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.670651741928975
Exceeding current best timeout: 5.682666666666667 > 3.998166666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 138
Running with params: {'batchsize': 128, 'learning_rate': 0.01408195358855921, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.01408195358855921_4
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Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 139
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Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
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Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_128_0.05471621879997331_3
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Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
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Convergence score: 2.2901101101359242
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Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
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Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 147
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Convergence score: 1.9611613513818398
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 148
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_2_0.00033965187495791125_None
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Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 149
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_32_0.00104069902141709_2
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Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Optimization Iteration: 150
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814005/assert_98672002_64_0.004713179932575985_4
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Best-score: 5.673999999999999
Best-param: {'batchsize': 32, 'learning_rate': 0.0025180139260663837, 'num_epochs': 4}
Upto iteration 150: {'batchsize': 3, 'learning_rate': 0.0025180139260663837, 'num_epochs': 3}
Breaking...
{'batchsize': 3, 'learning_rate': 0.0025180139260663837, 'num_epochs': 3}
Best score: 5.673999999999999
Repeated params: 0
Trials: 151
Best param {'batchsize': 3, 'learning_rate': 0.0025180139260663837, 'num_epochs': 3}
Reduction: 0.0%
Speedup: 1.0x
Optimizer time: 912.2439296245575
