Running 'testthat.R' [105s/121s]
Running the tests in 'tests/testthat.R' failed.
Complete output:
  > library(testthat)
  > library(trialr)
  Loading required package: Rcpp
  > 
  > test_check("trialr")
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.2e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.12 seconds.
  Chain 1: Adjust your expectations accordingly!
  Chain 1: 
  Chain 1: 
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  Chain 1: 
  Chain 1:  Elapsed Time: 0.021668 seconds (Warm-up)
  Chain 1:                0.021129 seconds (Sampling)
  Chain 1:                0.042797 seconds (Total)
  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 8e-06 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.08 seconds.
  Chain 2: Adjust your expectations accordingly!
  Chain 2: 
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  Chain 2: 
  Chain 2:  Elapsed Time: 0.021922 seconds (Warm-up)
  Chain 2:                0.021401 seconds (Sampling)
  Chain 2:                0.043323 seconds (Total)
  Chain 2: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 6e-06 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.06 seconds.
  Chain 3: Adjust your expectations accordingly!
  Chain 3: 
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  Chain 3: 
  Chain 3:  Elapsed Time: 0.023656 seconds (Warm-up)
  Chain 3:                0.022945 seconds (Sampling)
  Chain 3:                0.046601 seconds (Total)
  Chain 3: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 8e-06 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.08 seconds.
  Chain 4: Adjust your expectations accordingly!
  Chain 4: 
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  Chain 4: 
  Chain 4:  Elapsed Time: 0.022944 seconds (Warm-up)
  Chain 4:                0.020943 seconds (Sampling)
  Chain 4:                0.043887 seconds (Total)
  Chain 4: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.3e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.13 seconds.
  Chain 1: Adjust your expectations accordingly!
  Chain 1: 
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  Chain 1: 
  Chain 1:  Elapsed Time: 0.023479 seconds (Warm-up)
  Chain 1:                0.022175 seconds (Sampling)
  Chain 1:                0.045654 seconds (Total)
  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 8e-06 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.08 seconds.
  Chain 2: Adjust your expectations accordingly!
  Chain 2: 
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  Chain 2: 
  Chain 2:  Elapsed Time: 0.022885 seconds (Warm-up)
  Chain 2:                0.022035 seconds (Sampling)
  Chain 2:                0.04492 seconds (Total)
  Chain 2: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 8e-06 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.08 seconds.
  Chain 3: Adjust your expectations accordingly!
  Chain 3: 
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  Chain 3: 
  Chain 3:  Elapsed Time: 0.024084 seconds (Warm-up)
  Chain 3:                0.024983 seconds (Sampling)
  Chain 3:                0.049067 seconds (Total)
  Chain 3: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 8e-06 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.08 seconds.
  Chain 4: Adjust your expectations accordingly!
  Chain 4: 
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  Chain 4: 
  Chain 4:  Elapsed Time: 0.023338 seconds (Warm-up)
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  Chain 4:                0.045569 seconds (Total)
  Chain 4: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.6e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.16 seconds.
  Chain 1: Adjust your expectations accordingly!
  Chain 1: 
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  Chain 1: 
  Chain 1:  Elapsed Time: 0.02558 seconds (Warm-up)
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  Chain 1:                0.05114 seconds (Total)
  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 9e-06 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.09 seconds.
  Chain 2: Adjust your expectations accordingly!
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  Chain 2: 
  Chain 2:  Elapsed Time: 0.025474 seconds (Warm-up)
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  Chain 2:                0.052229 seconds (Total)
  Chain 2: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 9e-06 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.09 seconds.
  Chain 3: Adjust your expectations accordingly!
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  Chain 3: 
  Chain 3:  Elapsed Time: 0.02928 seconds (Warm-up)
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  Chain 3:                0.053497 seconds (Total)
  Chain 3: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 9e-06 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.09 seconds.
  Chain 4: Adjust your expectations accordingly!
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  Chain 4:  Elapsed Time: 0.025806 seconds (Warm-up)
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  Chain 4:                0.051831 seconds (Total)
  Chain 4: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.3e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.13 seconds.
  Chain 1: Adjust your expectations accordingly!
  Chain 1: 
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  Chain 1: 
  Chain 1:  Elapsed Time: 0.025848 seconds (Warm-up)
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  Chain 1:                0.047904 seconds (Total)
  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1.4e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.14 seconds.
  Chain 2: Adjust your expectations accordingly!
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  Chain 2: 
  Chain 2:  Elapsed Time: 0.026317 seconds (Warm-up)
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  Chain 2:                0.049033 seconds (Total)
  Chain 2: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 8e-06 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.08 seconds.
  Chain 3: Adjust your expectations accordingly!
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  Chain 3:                0.050107 seconds (Total)
  Chain 3: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 7e-06 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.07 seconds.
  Chain 4: Adjust your expectations accordingly!
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  Chain 4: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.6e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.16 seconds.
  Chain 1: Adjust your expectations accordingly!
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  Chain 1: 
  Chain 1:  Elapsed Time: 0.02612 seconds (Warm-up)
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  Chain 1:                0.053449 seconds (Total)
  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1.2e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.12 seconds.
  Chain 2: Adjust your expectations accordingly!
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  Chain 2: 
  Chain 2:  Elapsed Time: 0.027523 seconds (Warm-up)
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  Chain 2:                0.050965 seconds (Total)
  Chain 2: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.1 seconds.
  Chain 3: Adjust your expectations accordingly!
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  Chain 3: 
  Chain 3:  Elapsed Time: 0.025781 seconds (Warm-up)
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  Chain 3:                0.051064 seconds (Total)
  Chain 3: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 8e-06 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.08 seconds.
  Chain 4: Adjust your expectations accordingly!
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  Chain 4: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.3e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.13 seconds.
  Chain 1: Adjust your expectations accordingly!
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  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1.1e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.11 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.1e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.11 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.1e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.11 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.5e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.15 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 8e-06 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.08 seconds.
  Chain 2: Adjust your expectations accordingly!
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  Chain 2: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 8e-06 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.08 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 7e-06 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.07 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 5.1e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.51 seconds.
  Chain 1: Adjust your expectations accordingly!
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.2e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.22 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.8e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.28 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.6e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.16 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.3e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.33 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.3e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.23 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 3.1e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.31 seconds.
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  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.8e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.18 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 5.3e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.53 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.2 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.6e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.26 seconds.
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  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2.1e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.21 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 2.8e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.28 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1.7e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.17 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.9e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.29 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 3.3e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.33 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 4e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.4 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 3.6e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.36 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.9e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.19 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.8e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.18 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.3e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.33 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.2e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.22 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 3.8e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.38 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2.1e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.21 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.5e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.35 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.2 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.9e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.19 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.8e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.18 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 2.7e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.27 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.2 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.2e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.22 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2.1e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.21 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.7e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.37 seconds.
  Chain 1: Adjust your expectations accordingly!
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.2e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.22 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.6e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.16 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2.1e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.21 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 4.9e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.49 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.6e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.26 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.1e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.21 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2.3e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.23 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.6e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.36 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1.8e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.18 seconds.
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  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.7e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.17 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 3.4e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.34 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.9e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.39 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 3.4e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.34 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.9e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.19 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2.4e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.24 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 4e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.4 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.3e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.23 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.2e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.22 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.8e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.18 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.8e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.38 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 3.3e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.33 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.2e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.22 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.6e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.16 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.3e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.33 seconds.
  Chain 1: Adjust your expectations accordingly!
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1.8e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.18 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.7e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.17 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.2 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.6e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.36 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.5e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.25 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.9e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.19 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2.2e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.22 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.9e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.39 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1.8e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.18 seconds.
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  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.9e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.19 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.8e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.18 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.1e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.31 seconds.
  Chain 1: Adjust your expectations accordingly!
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.2 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.9e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.19 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2.7e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.27 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.1e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.31 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1.7e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.17 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.8e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.18 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2.2e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.22 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.1e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.31 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1.7e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.17 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.1e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.21 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.7e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.17 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 2.9e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.29 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1.8e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.18 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.8e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.18 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.7e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.17 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.1e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.31 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.2 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.2e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.22 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.8e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.18 seconds.
  Chain 4: Adjust your expectations accordingly!
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.3e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.33 seconds.
  Chain 1: Adjust your expectations accordingly!
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.1e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.21 seconds.
  Chain 2: Adjust your expectations accordingly!
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 3.1e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.31 seconds.
  Chain 3: Adjust your expectations accordingly!
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2.8e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.28 seconds.
  Chain 4: Adjust your expectations accordingly!
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  Chain 4: 
  
  SAMPLING FOR MODEL 'ThallHierarchicalBinary' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 2.5e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.25 seconds.
  Chain 1: Adjust your expectations accordingly!
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  Chain 1: 
  
  SAMPLING FOR MODEL 'ThallHierarchicalBinary' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.3e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.23 seconds.
  Chain 2: Adjust your expectations accordingly!
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  Chain 2: 
  
  SAMPLING FOR MODEL 'ThallHierarchicalBinary' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.8e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.18 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'ThallHierarchicalBinary' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.2 seconds.
  Chain 4: Adjust your expectations accordingly!
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  Chain 4: 
  
  SAMPLING FOR MODEL 'BebopInPeps2' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 2.9e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.29 seconds.
  Chain 1: Adjust your expectations accordingly!
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  Chain 1: 
  
  SAMPLING FOR MODEL 'BebopInPeps2' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.4e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.24 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'BebopInPeps2' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.1e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.21 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'BebopInPeps2' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.7e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.17 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'BebopInPeps2' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.5e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.35 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'BebopInPeps2' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.2e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.22 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'BebopInPeps2' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.4e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.24 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'BebopInPeps2' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.2 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.2e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.12 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.1 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 8e-06 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.08 seconds.
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.5e-05 seconds
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  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1e-05 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
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  Chain 4: Gradient evaluation took 1.1e-05 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.5e-05 seconds
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  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1.2e-05 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
  Chain 3: 
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.6e-05 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.6e-05 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.5e-05 seconds
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  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
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  Chain 4: Gradient evaluation took 8e-06 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.6e-05 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
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  SAMPLING FOR MODEL 'AugBin2T1A' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 0.000413 seconds
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  SAMPLING FOR MODEL 'AugBin2T1A' NOW (CHAIN 2).
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  SAMPLING FOR MODEL 'AugBin2T1A' NOW (CHAIN 3).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.9e-05 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.6e-05 seconds
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  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.6e-05 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 9e-06 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
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  Chain 3: Gradient evaluation took 1e-05 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
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  Chain 4: Gradient evaluation took 1e-05 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.8e-05 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
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  Chain 2: Gradient evaluation took 1e-05 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
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  Chain 4: Gradient evaluation took 1e-05 seconds
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  SAMPLING FOR MODEL 'CrmOneParamLogisticNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 2.4e-05 seconds
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  SAMPLING FOR MODEL 'CrmOneParamLogisticNormalPrior' NOW (CHAIN 2).
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  SAMPLING FOR MODEL 'CrmOneParamLogisticNormalPrior' NOW (CHAIN 3).
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  SAMPLING FOR MODEL 'CrmOneParamLogisticNormalPrior' NOW (CHAIN 4).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
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  Chain 1: Gradient evaluation took 1.9e-05 seconds
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
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  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
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  Chain 3: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.2e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.12 seconds.
  Chain 4: Adjust your expectations accordingly!
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  Chain 4:                0.141468 seconds (Total)
  Chain 4: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.3e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.13 seconds.
  Chain 1: Adjust your expectations accordingly!
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  Chain 1:                0.049416 seconds (Total)
  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.1 seconds.
  Chain 2: Adjust your expectations accordingly!
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  Chain 2: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.1 seconds.
  Chain 3: Adjust your expectations accordingly!
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  Chain 3: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.2e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.12 seconds.
  Chain 4: Adjust your expectations accordingly!
  Chain 4: 
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  Chain 4: 
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  Chain 4:                0.047813 seconds (Total)
  Chain 4: 
  -- 1. Error: careful_escalation advocates start_dose when n = 0 (@test_stan_crm.
  Assigned data `draws[, c(".chain", ".iteration", ".draw")]` must be compatible with existing data.
  x Existing data has 16000 rows.
  x Element 1 of assigned data has 4000 rows.
  i Only vectors of size 1 are recycled.
  Backtrace:
    1. trialr::careful_escalation(...)
    3. trialr:::prob_tox_exceeds.dose_finding_fit(...)
   10. tidybayes::gather_draws(., prob_tox[dose])
   12. base::lapply(...)
   13. tidybayes:::FUN(X[[i]], ...)
   16. tidybayes:::spread_draws_(...)
   17. tidybayes:::spread_draws_long_(...)
   19. tibble:::`[<-.tbl_df`(...)
   20. tibble:::tbl_subassign(x, i, j, value, i_arg, j_arg, substitute(value))
   21. tibble:::vectbl_recycle_rhs(...)
   22. base::tryCatch(...)
   23. base:::tryCatchList(expr, classes, parentenv, handlers)
   24. base:::tryCatchOne(expr, names, parentenv, handlers[[1L]])
   25. value[[3L]](cond)
  
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.5e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.15 seconds.
  Chain 1: Adjust your expectations accordingly!
  Chain 1: 
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  Chain 1: 
  Chain 1:  Elapsed Time: 0.030745 seconds (Warm-up)
  Chain 1:                0.027647 seconds (Sampling)
  Chain 1:                0.058392 seconds (Total)
  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1.5e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.15 seconds.
  Chain 2: Adjust your expectations accordingly!
  Chain 2: 
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  Chain 2: 
  Chain 2:  Elapsed Time: 0.031399 seconds (Warm-up)
  Chain 2:                0.027231 seconds (Sampling)
  Chain 2:                0.05863 seconds (Total)
  Chain 2: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.4e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.14 seconds.
  Chain 3: Adjust your expectations accordingly!
  Chain 3: 
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  Chain 3: 
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  Chain 3:                0.057541 seconds (Total)
  Chain 3: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.3e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.13 seconds.
  Chain 4: Adjust your expectations accordingly!
  Chain 4: 
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  Chain 4: 
  Chain 4:  Elapsed Time: 0.029393 seconds (Warm-up)
  Chain 4:                0.028674 seconds (Sampling)
  Chain 4:                0.058067 seconds (Total)
  Chain 4: 
  -- 2. Error: careful_escalation does not skip doses (@test_stan_crm.R#386)  ----
  Assigned data `draws[, c(".chain", ".iteration", ".draw")]` must be compatible with existing data.
  x Existing data has 16000 rows.
  x Element 1 of assigned data has 4000 rows.
  i Only vectors of size 1 are recycled.
  Backtrace:
    1. trialr::careful_escalation(fit1, tox_threshold = 0.33, certainty_threshold = 0.8)
    3. trialr:::prob_tox_exceeds.dose_finding_fit(...)
   10. tidybayes::gather_draws(., prob_tox[dose])
   12. base::lapply(...)
   13. tidybayes:::FUN(X[[i]], ...)
   16. tidybayes:::spread_draws_(...)
   17. tidybayes:::spread_draws_long_(...)
   19. tibble:::`[<-.tbl_df`(...)
   20. tibble:::tbl_subassign(x, i, j, value, i_arg, j_arg, substitute(value))
   21. tibble:::vectbl_recycle_rhs(...)
   22. base::tryCatch(...)
   23. base:::tryCatchList(expr, classes, parentenv, handlers)
   24. base:::tryCatchOne(expr, names, parentenv, handlers[[1L]])
   25. value[[3L]](cond)
  
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 1.6e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.16 seconds.
  Chain 1: Adjust your expectations accordingly!
  Chain 1: 
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  Chain 1: 
  Chain 1:  Elapsed Time: 0.034372 seconds (Warm-up)
  Chain 1:                0.036651 seconds (Sampling)
  Chain 1:                0.071023 seconds (Total)
  Chain 1: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1.8e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.18 seconds.
  Chain 2: Adjust your expectations accordingly!
  Chain 2: 
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  Chain 2: 
  Chain 2:  Elapsed Time: 0.035893 seconds (Warm-up)
  Chain 2:                0.037247 seconds (Sampling)
  Chain 2:                0.07314 seconds (Total)
  Chain 2: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 1.2e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.12 seconds.
  Chain 3: Adjust your expectations accordingly!
  Chain 3: 
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  Chain 3: 
  Chain 3:  Elapsed Time: 0.033789 seconds (Warm-up)
  Chain 3:                0.035529 seconds (Sampling)
  Chain 3:                0.069318 seconds (Total)
  Chain 3: 
  
  SAMPLING FOR MODEL 'CrmEmpiricNormalPrior' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.1 seconds.
  Chain 4: Adjust your expectations accordingly!
  Chain 4: 
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  Chain 4: 
  Chain 4:  Elapsed Time: 0.031798 seconds (Warm-up)
  Chain 4:                0.032659 seconds (Sampling)
  Chain 4:                0.064457 seconds (Total)
  Chain 4: 
  -- 3. Error: careful_escalation stops appropriately (@test_stan_crm.R#405)  ----
  Assigned data `draws[, c(".chain", ".iteration", ".draw")]` must be compatible with existing data.
  x Existing data has 16000 rows.
  x Element 1 of assigned data has 4000 rows.
  i Only vectors of size 1 are recycled.
  Backtrace:
    1. trialr::careful_escalation(...)
    3. trialr:::prob_tox_exceeds.dose_finding_fit(...)
   10. tidybayes::gather_draws(., prob_tox[dose])
   12. base::lapply(...)
   13. tidybayes:::FUN(X[[i]], ...)
   16. tidybayes:::spread_draws_(...)
   17. tidybayes:::spread_draws_long_(...)
   19. tibble:::`[<-.tbl_df`(...)
   20. tibble:::tbl_subassign(x, i, j, value, i_arg, j_arg, substitute(value))
   21. tibble:::vectbl_recycle_rhs(...)
   22. base::tryCatch(...)
   23. base:::tryCatchList(expr, classes, parentenv, handlers)
   24. base:::tryCatchOne(expr, names, parentenv, handlers[[1L]])
   25. value[[3L]](cond)
  
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 4.3e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.43 seconds.
  Chain 1: Adjust your expectations accordingly!
  Chain 1: 
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  Chain 1: 
  Chain 1:  Elapsed Time: 0.097962 seconds (Warm-up)
  Chain 1:                0.053046 seconds (Sampling)
  Chain 1:                0.151008 seconds (Total)
  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.8e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.28 seconds.
  Chain 2: Adjust your expectations accordingly!
  Chain 2: 
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  Chain 2: 
  Chain 2:  Elapsed Time: 0.099494 seconds (Warm-up)
  Chain 2:                0.053988 seconds (Sampling)
  Chain 2:                0.153482 seconds (Total)
  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 2.7e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.27 seconds.
  Chain 1: Adjust your expectations accordingly!
  Chain 1: 
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  Chain 1: 
  Chain 1:  Elapsed Time: 0.120773 seconds (Warm-up)
  Chain 1:                0.170704 seconds (Sampling)
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 1.7e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.17 seconds.
  Chain 2: Adjust your expectations accordingly!
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.1e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.21 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 1.7e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.17 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.1e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.31 seconds.
  Chain 1: Adjust your expectations accordingly!
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.3e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.23 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.7e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.27 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 3.1e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.31 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.4e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.34 seconds.
  Chain 1: Adjust your expectations accordingly!
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 3.7e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.37 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.4e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.24 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2.3e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.23 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.4e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.34 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.6e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.26 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.3e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.23 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 2.1e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.21 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 3.9e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.39 seconds.
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  Chain 1: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 2).
  Chain 2: 
  Chain 2: Gradient evaluation took 2.8e-05 seconds
  Chain 2: 1000 transitions using 10 leapfrog steps per transition would take 0.28 seconds.
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  Chain 2: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
  Chain 3: 
  Chain 3: Gradient evaluation took 2.8e-05 seconds
  Chain 3: 1000 transitions using 10 leapfrog steps per transition would take 0.28 seconds.
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  Chain 3: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 4).
  Chain 4: 
  Chain 4: Gradient evaluation took 5e-05 seconds
  Chain 4: 1000 transitions using 10 leapfrog steps per transition would take 0.5 seconds.
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  Chain 4: 
  
  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 1).
  Chain 1: 
  Chain 1: Gradient evaluation took 4.3e-05 seconds
  Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 0.43 seconds.
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  Chain 2: Gradient evaluation took 3.4e-05 seconds
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  SAMPLING FOR MODEL 'EffTox' NOW (CHAIN 3).
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  Chain 3: Gradient evaluation took 3.2e-05 seconds
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  == testthat results  ===========================================================
  [ OK: 732 | SKIPPED: 0 | WARNINGS: 37 | FAILED: 3 ]
  1. Error: careful_escalation advocates start_dose when n = 0 (@test_stan_crm.R#361) 
  2. Error: careful_escalation does not skip doses (@test_stan_crm.R#386) 
  3. Error: careful_escalation stops appropriately (@test_stan_crm.R#405) 
  
  Error: testthat unit tests failed
  Execution halted