Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: TestPolyRanker
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: 5.691
>>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_1597819716/assert_79274482_0.007_4_16
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Timings: Avg: 5.935666666666666, Max: 6.0, Min: 5.83
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.00475966516019
Continuing to next batch...
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Timings: Avg: 5.928166666666669, Max: 6.03, Min: 5.72
Passed tests : 60
Failed tests : 0
Converged: True
Convergence score: 0.9032283225033332
Evaluating 60 values out of 60
Overall-timings: Avg: 5.928166666666669, Max: 6.03, Min: 5.72
Choosing distribution: gumbel_l
Probability of fail (non-zero): 2.325036835693997e-06
All-Passed: True
Probabilty of failure: 2.325036835693997e-06
Runtime: 5.928166666666669
Score: 5.928166666666669
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
>>Setting original runtime to 5.928166666666669
Optimization Iteration: 1
Running with params: {'batchsize': 32, 'learning_rate': 0.002143737517518587, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_32_0.002143737517518587_2
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Timings: Avg: 6.795000000000002, Max: 8.209999999999999, Min: 4.42
Passed tests : 15
Failed tests : 15
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 2
Running with params: {'batchsize': 64, 'learning_rate': 2.998293917492307e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_64_2.998293917492307e-05_2
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Timings: Avg: 9.059333333333333, Max: 9.38, Min: 8.74
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 3
Running with params: {'batchsize': 8, 'learning_rate': 4.633753022348581e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_8_4.633753022348581e-05_4
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Timings: Avg: 16.858999999999998, Max: 17.68, Min: 16.55
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 4
Running with params: {'batchsize': 32, 'learning_rate': 1.8345544917834306e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_32_1.8345544917834306e-05_2
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Timings: Avg: 8.434000000000001, Max: 8.54, Min: 8.21
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 5
Running with params: {'batchsize': 8, 'learning_rate': 0.00047536616314849934, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_8_0.00047536616314849934_None
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Timings: Avg: 3.320666666666667, Max: 3.35, Min: 3.17
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 6
Running with params: {'batchsize': 8, 'learning_rate': 0.13826173731161476, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_8_0.13826173731161476_2
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Timings: Avg: 11.202999999999998, Max: 11.42, Min: 10.91
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 7
Running with params: {'batchsize': 64, 'learning_rate': 0.0009472841491356212, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_64_0.0009472841491356212_1
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Timings: Avg: 8.101666666666668, Max: 8.27, Min: 7.91
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 8
Running with params: {'batchsize': 64, 'learning_rate': 0.006597442600149388, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_64_0.006597442600149388_1
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Timings: Avg: 7.895, Max: 8.21, Min: 4.29
Passed tests : 2
Failed tests : 28
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 9
Running with params: {'batchsize': 16, 'learning_rate': 0.001203155255157692, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_16_0.001203155255157692_1
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Timings: Avg: 7.281333333333334, Max: 7.359999999999999, Min: 7.1499999999999995
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 10
Running with params: {'batchsize': 64, 'learning_rate': 9.370352740246985e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_64_9.370352740246985e-05_2
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Timings: Avg: 9.132000000000001, Max: 9.340000000000002, Min: 8.889999999999999
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 11
Running with params: {'batchsize': 32, 'learning_rate': 0.5823916833615769, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_32_0.5823916833615769_2
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Timings: Avg: 8.475333333333335, Max: 8.63, Min: 8.25
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 12
Running with params: {'batchsize': 16, 'learning_rate': 0.338037627948623, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_16_0.338037627948623_3
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Timings: Avg: 10.819, Max: 10.99, Min: 10.61
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 13
Running with params: {'batchsize': 8, 'learning_rate': 0.0021652335796368545, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_8_0.0021652335796368545_None
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Timings: Avg: 3.3333333333333326, Max: 3.38, Min: 3.27
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 14
Running with params: {'batchsize': 8, 'learning_rate': 2.972989529311699e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_8_2.972989529311699e-05_3
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Timings: Avg: 14.070999999999998, Max: 14.299999999999999, Min: 13.74
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 15
Running with params: {'batchsize': 16, 'learning_rate': 0.08107145123870797, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_16_0.08107145123870797_3
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Timings: Avg: 8.934666666666667, Max: 10.700000000000001, Min: 5.23
Passed tests : 12
Failed tests : 18
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 16
Running with params: {'batchsize': 2, 'learning_rate': 0.015223393202478987, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_2_0.015223393202478987_2
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Timings: Avg: 10.980666666666668, Max: 18.25, Min: 10.11
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 7.964952993613726
Exceeding current best timeout: 10.980666666666668 > 5.928166666666669
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 17
Running with params: {'batchsize': 64, 'learning_rate': 0.0002056881764975064, 'num_epochs': None}
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Optimization Iteration: 18
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Optimization Iteration: 19
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Optimization Iteration: 21
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Optimization Iteration: 22
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Optimization Iteration: 24
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Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 25
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Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
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_1597819716/assert_79274482_2_0.05136468290108869_1
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Optimization Iteration: 27
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_128_0.009046551840496972_3
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Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 28
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Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 29
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_2_0.0018589211811858184_1
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Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 30
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Convergence score: 3.7745140775653643
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Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 31
Running with params: {'batchsize': 32, 'learning_rate': 9.553785381430739e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_32_9.553785381430739e-05_4
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Timings: Avg: 11.337333333333333, Max: 16.79, Min: 10.01
Passed tests : 30
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Convergence score: 1.6884574721478511
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Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 32
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_2_1.0800666467454407e-05_2
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Timings: Avg: 11.183000000000003, Max: 16.72, Min: 10.06
Passed tests : 30
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Convergence score: 1.372244729091603
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Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 33
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_128_0.002963425517127795_2
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Timings: Avg: 12.699333333333332, Max: 20.52, Min: 10.08
Passed tests : 30
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Convergence score: 1.2089488769722598
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Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 34
Running with params: {'batchsize': 32, 'learning_rate': 4.3909840759666276e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_32_4.3909840759666276e-05_4
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Timings: Avg: 11.828666666666665, Max: 20.99, Min: 10.05
Passed tests : 30
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Converged: False
Convergence score: 1.9591861271504185
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Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 35
Running with params: {'batchsize': 2, 'learning_rate': 1.3311055504169296e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_2_1.3311055504169296e-05_2
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Convergence score: 1.799318083332149
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Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 36
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_16_0.9931006401915509_1
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Convergence score: 1.2869537676233749
Exceeding current best timeout: 11.858333333333333 > 5.928166666666669
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Probabilty of failure: 1.0
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Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 37
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_128_0.0009275075037255727_3
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Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 38
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_32_0.00042290333211455697_None
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Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 39
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_32_0.021959873802679195_4
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Convergence score: 1.2916567519466067
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Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 40
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_32_0.11267097118036935_4
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Converged: False
Convergence score: 3.0162072598569822
Exceeding current best timeout: 13.110666666666667 > 5.928166666666669
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
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Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 41
Running with params: {'batchsize': 2, 'learning_rate': 0.2882768150848618, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_2_0.2882768150848618_1
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Convergence score: 1.9181077754640516
Exceeding current best timeout: 10.533999999999999 > 5.928166666666669
All-Passed: False
Probabilty of failure: 1.0
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Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 42
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_8_0.04468856833912323_1
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Converged: False
Convergence score: 3.807112682987071
Exceeding current best timeout: 11.504666666666663 > 5.928166666666669
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
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Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
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_1597819716/assert_79274482_64_0.004594187071976391_3
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Converged: False
Convergence score: 2.3912319577002026
Exceeding current best timeout: 11.263 > 5.928166666666669
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 44
Running with params: {'batchsize': 128, 'learning_rate': 0.0012708862361862769, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_128_0.0012708862361862769_2
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Convergence score: 1.803446635103129
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Probabilty of failure: 1.0
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Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 45
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_32_0.0005394482377055207_None
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Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 46
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Convergence score: 2.8198665862891303
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Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
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Convergence score: 1.1824166963035838
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 48
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 49
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 50
Running with params: {'batchsize': 128, 'learning_rate': 0.001852032084491803, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597819716/assert_79274482_128_0.001852032084491803_3
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Passed tests : 30
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Converged: False
Convergence score: 1.1759145885723281
Exceeding current best timeout: 11.800333333333334 > 5.928166666666669
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.928166666666669
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Exception>>>
Traceback (most recent call last):
  File "optimizer.py", line 65, in run_optimizer
    result, trialsobj = bayesopt.sample()
  File "/mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/src/strategy/bayesopt.py", line 159, in sample
    verbose=True, timeout=6000)
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/fmin.py", line 482, in fmin
    show_progressbar=show_progressbar,
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 686, in fmin
    show_progressbar=show_progressbar,
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/fmin.py", line 516, in fmin
    return trials.argmin
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 622, in argmin
    best_trial = self.best_trial
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 613, in best_trial
    raise AllTrialsFailed
hyperopt.exceptions.AllTrialsFailed

Optimizer time: 777.1504883766174
