Repo: numpyro
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/numpyro/test/test_hmc_util.py
ClassName: none
Testname: test_gaussian_subposterior
Params: param1,402,16,ParamType.ITER,10000
param2,403,14,ParamType.ITER,9000
Assertion: assert_allclose(jnp.mean(draws, axis=0), mean, atol=0.03)
Original runtime: 10.98
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'param1': 10000, 'param2': 9000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_10000_9000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.072333333333331, Max: 11.670000000000002, Min: 6.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.072333333333331, Max: 11.670000000000002, Min: 6.76
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.072333333333331
Score: 8.072333333333331
Best-score: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
>>Setting original runtime to 8.072333333333331
Optimization Iteration: 1
Running with params: {'param1': 600, 'param2': 1200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_600_1200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.139, Max: 13.28, Min: 7.42
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: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 2
Running with params: {'param1': 1600, 'param2': 2400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1600_2400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.445666666666667, Max: 10.75, Min: 6.2
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: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 3
Running with params: {'param1': 600, 'param2': 2500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_600_2500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.693, Max: 12.540000000000001, Min: 7.08
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: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 4
Running with params: {'param1': 1200, 'param2': 2600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1200_2600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.8036666666666665, Max: 11.33, Min: 6.5600000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.8036666666666665, Max: 11.33, Min: 6.5600000000000005
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 5
Running with params: {'param1': 1200, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1200_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.019, Max: 11.61, Min: 6.65
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: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 6
Running with params: {'param1': 400, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_400_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.875, Max: 11.32, Min: 6.62
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: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 7
Running with params: {'param1': 300, 'param2': 1800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_300_1800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.735666666666667, Max: 12.51, Min: 7.029999999999999
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: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 8
Running with params: {'param1': 300, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_300_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.274333333333333, Max: 11.99, Min: 6.74
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: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 9
Running with params: {'param1': 8800, 'param2': 3100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_8800_3100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.455000000000002, Max: 12.24, Min: 7.12
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: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 10
Running with params: {'param1': 200, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_200_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.844, Max: 12.95, Min: 7.01
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: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 11
Running with params: {'param1': 6300, 'param2': 1500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_6300_1500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.797333333333334, Max: 12.61, Min: 7.03
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: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 12
Running with params: {'param1': 100, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_100_300
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Timings: Avg: 8.025666666666668, Max: 11.55, Min: 6.68
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: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 13
Running with params: {'param1': 2600, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2600_300
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Timings: Avg: 8.168000000000001, Max: 11.69, Min: 6.739999999999999
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: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 14
Running with params: {'param1': 2100, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2100_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.135666666666667, Max: 11.75, Min: 6.75
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: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 15
Running with params: {'param1': 100, 'param2': 5900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_100_5900
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Timings: Avg: 7.605666666666666, Max: 10.97, Min: 6.37
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: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 16
Running with params: {'param1': 100, 'param2': 300}
Optimization Iteration: 17
Running with params: {'param1': 4200, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_4200_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.493333333333333, Max: 10.879999999999999, Min: 6.29
Passed tests : 0
Failed tests : 30
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Score: 3.4028234663852886e+38
Best-score: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 18
Running with params: {'param1': 2600, 'param2': 6500}
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Best-score: 8.072333333333331
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Best-score: 8.072333333333331
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Best-score: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 21
Running with params: {'param1': 3300, 'param2': 5700}
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Score: 3.4028234663852886e+38
Best-score: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 22
Running with params: {'param1': 700, 'param2': 800}
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Score: 3.4028234663852886e+38
Best-score: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 23
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Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_200_900
Launching 30 jobs, 15 in parallel
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Score: 3.4028234663852886e+38
Best-score: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 24
Running with params: {'param1': 4900, 'param2': 4700}
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Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.749666666666668, Max: 11.149999999999999, Min: 6.4399999999999995
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Failed tests : 30
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 25
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Optimization Iteration: 26
Running with params: {'param1': 200, 'param2': 1100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_200_1100
Launching 30 jobs, 15 in parallel
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Failed tests : 30
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 8.072333333333331
Best-param: {'param1': 10000, 'param2': 9000}
Optimization Iteration: 27
Running with params: {'param1': 5100, 'param2': 8900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_5100_8900
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.832999999999999, Max: 11.24, Min: 6.63
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.832999999999999, Max: 11.24, Min: 6.63
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
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Variance (0.0) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.832999999999999
Score: 7.832999999999999
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 28
Running with params: {'param1': 8500, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_8500_600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.378000000000002, Max: 13.719999999999999, Min: 7.41
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: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 29
Running with params: {'param1': 1400, 'param2': 8600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1400_8600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.924333333333333, Max: 11.41, Min: 6.699999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.924333333333333, Max: 11.41, Min: 6.699999999999999
Variance (4.231779662960235e-37) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 30
Running with params: {'param1': 900, 'param2': 4500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_900_4500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.930666666666667, Max: 11.51, Min: 6.6499999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.930666666666667, Max: 11.51, Min: 6.6499999999999995
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (7.52316384526264e-37) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 31
Running with params: {'param1': 1900, 'param2': 9000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1900_9000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.577999999999999, Max: 10.950000000000001, Min: 6.359999999999999
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: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 32
Running with params: {'param1': 500, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_500_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.134666666666666, Max: 11.8, Min: 6.7
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: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 33
Running with params: {'param1': 1000, 'param2': 2000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1000_2000
Launching 30 jobs, 15 in parallel
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Passed tests : 30
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Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.700333333333334, Max: 11.09, Min: 6.4799999999999995
Variance (1.2037062152420224e-35) too small, using delta distribution
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Variance (2.7083389842945504e-35) too small, using delta distribution
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Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 34
Running with params: {'param1': 1700, 'param2': 3800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1700_3800
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Failed tests : 30
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Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 35
Running with params: {'param1': 5800, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_5800_200
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Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 36
Running with params: {'param1': 500, 'param2': 200}
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 37
Running with params: {'param1': 3600, 'param2': 6900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_3600_6900
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 38
Running with params: {'param1': 1200, 'param2': 1200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1200_1200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.788333333333333, Max: 11.309999999999999, Min: 6.37
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 39
Running with params: {'param1': 300, 'param2': 2400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_300_2400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.550666666666667, Max: 10.85, Min: 6.34
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 40
Running with params: {'param1': 900, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_900_600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.045, Max: 13.21, Min: 7.1000000000000005
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 41
Running with params: {'param1': 9600, 'param2': 1800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_9600_1800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.848, Max: 12.469999999999999, Min: 7.08
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 42
Running with params: {'param1': 6600, 'param2': 3800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_6600_3800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.050666666666666, Max: 11.540000000000001, Min: 6.78
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 43
Running with params: {'param1': 300, 'param2': 2400}
Optimization Iteration: 44
Running with params: {'param1': 1400, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1400_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.401999999999999, Max: 10.71, Min: 6.2
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: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 45
Running with params: {'param1': 2500, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2500_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.877666666666667, Max: 11.309999999999999, Min: 6.590000000000001
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: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 46
Running with params: {'param1': 700, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_700_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.033333333333335, Max: 11.610000000000001, Min: 6.58
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: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 47
Running with params: {'param1': 500, 'param2': 7600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_500_7600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.550333333333333, Max: 12.36, Min: 7.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.550333333333333, Max: 12.36, Min: 7.08
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Variance (0.0) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (0.0) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.550333333333333
Score: 8.550333333333333
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 48
Running with params: {'param1': 100, 'param2': 7400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_100_7400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.5136666666666665, Max: 10.88, Min: 6.2700000000000005
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: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 49
Running with params: {'param1': 500, 'param2': 8700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_500_8700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.830000000000002, Max: 12.76, Min: 7.37
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: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 50
Running with params: {'param1': 2200, 'param2': 4900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2200_4900
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.681333333333332, Max: 11.04, Min: 6.47
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: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Upto iteration 50: {'param1': 5100.0, 'param2': 8900.0}
Optimization Iteration: 51
Running with params: {'param1': 300, 'param2': 3100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_300_3100
Launching 30 jobs, 15 in parallel
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Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 52
Running with params: {'param1': 400, 'param2': 3900}
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Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
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Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 58
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Score: 3.4028234663852886e+38
Best-score: 7.832999999999999
Best-param: {'param1': 5100, 'param2': 8900}
Optimization Iteration: 59
Running with params: {'param1': 800, 'param2': 5300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_800_5300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.826999999999999, Max: 11.32, Min: 6.619999999999999
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Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.826999999999999, Max: 11.32, Min: 6.619999999999999
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.826999999999999
Score: 7.826999999999999
Best-score: 7.826999999999999
Best-param: {'param1': 800, 'param2': 5300}
Optimization Iteration: 60
Running with params: {'param1': 800, 'param2': 1400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_800_1400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.423666666666666, Max: 12.100000000000001, Min: 6.73
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.423666666666666, Max: 12.100000000000001, Min: 6.73
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (0.0) too small, using delta distribution
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Variance (0.0) too small, using delta distribution
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Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.423666666666666
Score: 8.423666666666666
Best-score: 7.826999999999999
Best-param: {'param1': 800, 'param2': 5300}
Optimization Iteration: 61
Running with params: {'param1': 1100, 'param2': 5100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1100_5100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.715333333333332, Max: 11.06, Min: 6.47
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.715333333333332, Max: 11.06, Min: 6.47
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.715333333333332
Score: 7.715333333333332
Best-score: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 62
Running with params: {'param1': 1300, 'param2': 5100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1300_5100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.844999999999999, Max: 11.4, Min: 6.6000000000000005
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 63
Running with params: {'param1': 1700, 'param2': 1200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1700_1200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.021666666666667, Max: 11.49, Min: 6.54
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 64
Running with params: {'param1': 1100, 'param2': 4300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1100_4300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.967000000000001, Max: 11.549999999999999, Min: 6.68
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 65
Running with params: {'param1': 400, 'param2': 6200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_400_6200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.030666666666667, Max: 11.639999999999999, Min: 6.73
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 66
Running with params: {'param1': 4200, 'param2': 5300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_4200_5300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.05, Max: 11.57, Min: 6.74
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.05, Max: 11.57, Min: 6.74
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.05
Score: 8.05
Best-score: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 67
Running with params: {'param1': 2800, 'param2': 6500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2800_6500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.9159999999999995, Max: 11.41, Min: 6.64
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 68
Running with params: {'param1': 1500, 'param2': 8900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1500_8900
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.867666666666667, Max: 11.31, Min: 6.62
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 69
Running with params: {'param1': 8000, 'param2': 4100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_8000_4100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.085, Max: 11.46, Min: 6.8
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 70
Running with params: {'param1': 800, 'param2': 3300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_800_3300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.100333333333333, Max: 11.33, Min: 6.62
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.100333333333333, Max: 11.33, Min: 6.62
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.0833355937178202e-34) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.100333333333333
Score: 8.100333333333333
Best-score: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 71
Running with params: {'param1': 1100, 'param2': 7800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1100_7800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.982, Max: 11.5, Min: 6.6499999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.982, Max: 11.5, Min: 6.6499999999999995
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.0833355937178202e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 72
Running with params: {'param1': 2000, 'param2': 1000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2000_1000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.331, Max: 11.979999999999999, Min: 6.72
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 73
Running with params: {'param1': 200, 'param2': 2700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_200_2700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.709666666666666, Max: 11.23, Min: 6.45
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 74
Running with params: {'param1': 2300, 'param2': 2200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2300_2200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.078666666666667, Max: 11.69, Min: 6.83
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.078666666666667, Max: 11.69, Min: 6.83
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.0833355937178202e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.078666666666667
Score: 8.078666666666667
Best-score: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 75
Running with params: {'param1': 4100, 'param2': 3500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_4100_3500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.906999999999999, Max: 11.379999999999999, Min: 6.6499999999999995
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 76
Running with params: {'param1': 600, 'param2': 1800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_600_1800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.793666666666665, Max: 14.27, Min: 7.73
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 77
Running with params: {'param1': 1800, 'param2': 5700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1800_5700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.828666666666666, Max: 11.25, Min: 6.57
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 78
Running with params: {'param1': 5300, 'param2': 4500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_5300_4500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.038333333333332, Max: 11.51, Min: 6.7299999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.038333333333332, Max: 11.51, Min: 6.7299999999999995
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.231779662960235e-37) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.231779662960235e-37) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.038333333333332
Score: 8.038333333333332
Best-score: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 79
Running with params: {'param1': 900, 'param2': 600}
Optimization Iteration: 80
Running with params: {'param1': 2800, 'param2': 6800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2800_6800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.9673333333333325, Max: 11.459999999999999, Min: 6.62
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 81
Running with params: {'param1': 300, 'param2': 1600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_300_1600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.440333333333333, Max: 12.16, Min: 6.84
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 82
Running with params: {'param1': 400, 'param2': 800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_400_800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.028, Max: 11.56, Min: 6.6
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 83
Running with params: {'param1': 100, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_100_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.071666666666665, Max: 11.700000000000001, Min: 6.63
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 84
Running with params: {'param1': 3500, 'param2': 2500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_3500_2500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.024999999999999, Max: 11.59, Min: 6.76
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 85
Running with params: {'param1': 1500, 'param2': 8200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1500_8200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.784666666666667, Max: 11.23, Min: 6.57
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.784666666666667, Max: 11.23, Min: 6.57
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.784666666666667
Score: 7.784666666666667
Best-score: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 86
Running with params: {'param1': 1500, 'param2': 3000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1500_3000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.902666666666667, Max: 11.430000000000001, Min: 6.68
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 87
Running with params: {'param1': 600, 'param2': 5200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_600_5200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.003666666666668, Max: 12.979999999999999, Min: 7.43
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: 7.715333333333332
Best-param: {'param1': 1100, 'param2': 5100}
Optimization Iteration: 88
Running with params: {'param1': 1200, 'param2': 8000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1200_8000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.605666666666665, Max: 10.94, Min: 6.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.605666666666665, Max: 10.94, Min: 6.34
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.605666666666665
Score: 7.605666666666665
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 89
Running with params: {'param1': 1100, 'param2': 8100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1100_8100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.713333333333334, Max: 11.16, Min: 6.489999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.713333333333334, Max: 11.16, Min: 6.489999999999999
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.52316384526264e-37) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.52316384526264e-37) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.713333333333334
Score: 7.713333333333334
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 90
Running with params: {'param1': 1100, 'param2': 7100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1100_7100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.935999999999998, Max: 11.5, Min: 6.67
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 91
Running with params: {'param1': 1300, 'param2': 4600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1300_4600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.841333333333333, Max: 11.3, Min: 6.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.841333333333333, Max: 11.3, Min: 6.58
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.0833355937178202e-34) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.841333333333333
Score: 7.841333333333333
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 92
Running with params: {'param1': 700, 'param2': 6100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_700_6100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.777666666666667, Max: 11.219999999999999, Min: 6.49
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.777666666666667, Max: 11.219999999999999, Min: 6.49
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.52316384526264e-37) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.231779662960235e-37) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 93
Running with params: {'param1': 1000, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1000_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.283333333333333, Max: 10.48, Min: 6.14
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 94
Running with params: {'param1': 500, 'param2': 1400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_500_1400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.183666666666666, Max: 13.24, Min: 7.36
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 95
Running with params: {'param1': 2400, 'param2': 3800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2400_3800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.944333333333333, Max: 11.5, Min: 6.72
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 96
Running with params: {'param1': 3000, 'param2': 900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_3000_900
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.396666666666667, Max: 11.98, Min: 6.89
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.396666666666667, Max: 11.98, Min: 6.89
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 97
Running with params: {'param1': 2000, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2000_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.512666666666666, Max: 10.88, Min: 6.359999999999999
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 98
Running with params: {'param1': 1200, 'param2': 1900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1200_1900
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.228, Max: 13.07, Min: 7.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.228, Max: 13.07, Min: 7.41
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 99
Running with params: {'param1': 900, 'param2': 3500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_900_3500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.525333333333333, Max: 10.879999999999999, Min: 6.3
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 100
Running with params: {'param1': 3900, 'param2': 8100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_3900_8100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.039999999999997, Max: 11.6, Min: 6.79
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Upto iteration 100: {'param1': 1200.0, 'param2': 8000.0}
Optimization Iteration: 101
Running with params: {'param1': 700, 'param2': 4200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_700_4200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.485666666666668, Max: 10.82, Min: 6.29
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 102
Running with params: {'param1': 1700, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1700_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.800333333333334, Max: 12.809999999999999, Min: 7.03
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 103
Running with params: {'param1': 600, 'param2': 7100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_600_7100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.168000000000003, Max: 13.23, Min: 7.52
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.168000000000003, Max: 13.23, Min: 7.52
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.0833355937178202e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.168000000000003
Score: 9.168000000000003
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 104
Running with params: {'param1': 4600, 'param2': 6000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_4600_6000
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Timings: Avg: 7.992666666666667, Max: 11.51, Min: 6.6899999999999995
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 105
Running with params: {'param1': 1300, 'param2': 2800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1300_2800
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Timings: Avg: 7.831, Max: 11.3, Min: 6.5200000000000005
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 106
Running with params: {'param1': 800, 'param2': 2200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_800_2200
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Timings: Avg: 7.875666666666666, Max: 11.3, Min: 6.58
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 107
Running with params: {'param1': 300, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_300_700
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Timings: Avg: 8.450999999999999, Max: 12.200000000000001, Min: 6.82
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 108
Running with params: {'param1': 1000, 'param2': 4900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1000_4900
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.758666666666668, Max: 11.22, Min: 6.55
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 109
Running with params: {'param1': 400, 'param2': 8700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_400_8700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.198, Max: 11.809999999999999, Min: 6.81
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 110
Running with params: {'param1': 200, 'param2': 1100}
Optimization Iteration: 111
Running with params: {'param1': 1800, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1800_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.067333333333334, Max: 11.69, Min: 6.69
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 112
Running with params: {'param1': 1600, 'param2': 5600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1600_5600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.418666666666666, Max: 10.74, Min: 6.1899999999999995
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 113
Running with params: {'param1': 2700, 'param2': 6700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2700_6700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.735, Max: 11.14, Min: 6.52
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 114
Running with params: {'param1': 2200, 'param2': 3100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2200_3100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.325, Max: 12.1, Min: 6.97
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 115
Running with params: {'param1': 500, 'param2': 1700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_500_1700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.604000000000001, Max: 13.76, Min: 7.7
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 116
Running with params: {'param1': 3100, 'param2': 7600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_3100_7600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.056666666666667, Max: 11.64, Min: 6.74
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 117
Running with params: {'param1': 800, 'param2': 2400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_800_2400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.302666666666666, Max: 10.57, Min: 6.17
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 118
Running with params: {'param1': 1400, 'param2': 1400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1400_1400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.29, Max: 11.88, Min: 6.66
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 119
Running with params: {'param1': 1200, 'param2': 3800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1200_3800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.866, Max: 11.34, Min: 6.59
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 120
Running with params: {'param1': 2000, 'param2': 8900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2000_8900
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.868000000000001, Max: 11.28, Min: 6.6499999999999995
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 121
Running with params: {'param1': 300, 'param2': 400}
Optimization Iteration: 122
Running with params: {'param1': 900, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_900_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.266333333333333, Max: 10.51, Min: 6.14
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 123
Running with params: {'param1': 6000, 'param2': 6300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_6000_6300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.195, Max: 11.85, Min: 6.859999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.195, Max: 11.85, Min: 6.859999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.195
Score: 8.195
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 124
Running with params: {'param1': 400, 'param2': 4100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_400_4100
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Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
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Best-score: 7.605666666666665
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Optimization Iteration: 126
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Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 127
Running with params: {'param1': 1100, 'param2': 1300}
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Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
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Optimization Iteration: 128
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Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
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Optimization Iteration: 129
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Timings: Avg: 8.966666666666667, Max: 12.79, Min: 7.21
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 130
Running with params: {'param1': 100, 'param2': 3300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_100_3300
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Timings: Avg: 7.605000000000001, Max: 11.0, Min: 6.37
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Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 131
Running with params: {'param1': 200, 'param2': 2700}
Optimization Iteration: 132
Running with params: {'param1': 1000, 'param2': 8300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1000_8300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.5536666666666665, Max: 10.94, Min: 6.38
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 133
Running with params: {'param1': 400, 'param2': 6900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_400_6900
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.050666666666666, Max: 11.59, Min: 6.71
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Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 134
Running with params: {'param1': 1600, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1600_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.060666666666668, Max: 11.63, Min: 6.74
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 135
Running with params: {'param1': 3500, 'param2': 9000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_3500_9000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.891999999999999, Max: 11.48, Min: 6.609999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.891999999999999, Max: 11.48, Min: 6.609999999999999
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.891999999999999
Score: 7.891999999999999
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 136
Running with params: {'param1': 7300, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_7300_700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.178333333333333, Max: 13.3, Min: 7.56
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 137
Running with params: {'param1': 2200, 'param2': 3600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2200_3600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.673666666666665, Max: 11.08, Min: 6.42
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 138
Running with params: {'param1': 1400, 'param2': 4400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1400_4400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.959, Max: 11.59, Min: 6.7
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 139
Running with params: {'param1': 9700, 'param2': 3000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_9700_3000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.043666666666667, Max: 11.58, Min: 6.77
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.043666666666667, Max: 11.58, Min: 6.77
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.52316384526264e-37) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.043666666666667
Score: 8.043666666666667
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 140
Running with params: {'param1': 900, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_900_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.365666666666666, Max: 10.61, Min: 6.2
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 141
Running with params: {'param1': 500, 'param2': 7500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_500_7500
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Timings: Avg: 8.782000000000002, Max: 12.66, Min: 7.3
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 142
Running with params: {'param1': 1200, 'param2': 2300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1200_2300
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Timings: Avg: 8.106, Max: 11.75, Min: 6.819999999999999
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 143
Running with params: {'param1': 1900, 'param2': 5100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1900_5100
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Timings: Avg: 7.595666666666668, Max: 10.92, Min: 6.42
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 144
Running with params: {'param1': 3800, 'param2': 6100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_3800_6100
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Timings: Avg: 8.020000000000001, Max: 11.520000000000001, Min: 6.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.020000000000001, Max: 11.520000000000001, Min: 6.72
Variance (0.0) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
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Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (2.7083389842945504e-35) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.020000000000001
Score: 8.020000000000001
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 145
Running with params: {'param1': 600, 'param2': 1000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_600_1000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.490666666666668, Max: 13.75, Min: 7.67
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 146
Running with params: {'param1': 1500, 'param2': 8500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1500_8500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.015666666666668, Max: 11.51, Min: 6.71
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 147
Running with params: {'param1': 1800, 'param2': 7800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1800_7800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.066666666666666, Max: 11.64, Min: 6.7299999999999995
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 148
Running with params: {'param1': 700, 'param2': 6600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_700_6600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.374666666666667, Max: 10.64, Min: 6.21
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 149
Running with params: {'param1': 1300, 'param2': 5700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_1300_5700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.812333333333332, Max: 11.31, Min: 6.58
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: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Optimization Iteration: 150
Running with params: {'param1': 2900, 'param2': 4700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597608086/assert_99224048_2900_4700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.958666666666667, Max: 11.450000000000001, Min: 6.69
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.605666666666665
Best-param: {'param1': 1200, 'param2': 8000}
Upto iteration 150: {'param1': 1200.0, 'param2': 8000.0}
Breaking...
{'param1': 1200.0, 'param2': 8000.0}
Best score: 7.605666666666665
Repeated params: 7
Trials: 151
Best param {'param1': 1200.0, 'param2': 8000.0}
Reduction: 5.78106288970557%
Speedup: 1.0613577595652364x
Optimizer time: 2845.3315234184265
