Created
April 21, 2020 01:12
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| --- | |
| high_dim_gauss | |
| --- | |
| [turing] | |
| Benchmark results | |
| Compilation time: 3.0011221113333337 (approximately) | |
| Running time: 2.4342513616666666 +/- 0.14597526149472717 (3 runs) | |
| Forward time: 0.000411603 | |
| Gradient time (forwarddiff): 0.526029922 | |
| Gradient time (reversediff): 0.00010086 | |
| Gradient time (zygote): 0.000881466 | |
| Gradient time (tracker): 0.000162536 | |
| [stan] | |
| Gradient evaluation took 0.000104 seconds | |
| 1000 transitions using 10 leapfrog steps per transition would take 1.04 seconds. | |
| Adjust your expectations accordingly! | |
| Iteration: 1 / 100 [ 1%] (Sampling) | |
| Iteration: 10 / 100 [ 10%] (Sampling) | |
| Iteration: 20 / 100 [ 20%] (Sampling) | |
| Iteration: 30 / 100 [ 30%] (Sampling) | |
| Iteration: 40 / 100 [ 40%] (Sampling) | |
| Iteration: 50 / 100 [ 50%] (Sampling) | |
| Iteration: 60 / 100 [ 60%] (Sampling) | |
| Iteration: 70 / 100 [ 70%] (Sampling) | |
| Iteration: 80 / 100 [ 80%] (Sampling) | |
| Iteration: 90 / 100 [ 90%] (Sampling) | |
| Iteration: 100 / 100 [100%] (Sampling) | |
| Elapsed Time: 1e-06 seconds (Warm-up) | |
| 0.188051 seconds (Sampling) | |
| 0.188052 seconds (Total) | |
| Gradient evaluation took 0.000146 seconds | |
| 1000 transitions using 10 leapfrog steps per transition would take 1.46 seconds. | |
| Adjust your expectations accordingly! | |
| Iteration: 1 / 2000 [ 0%] (Sampling) | |
| Iteration: 200 / 2000 [ 10%] (Sampling) | |
| Iteration: 400 / 2000 [ 20%] (Sampling) | |
| Iteration: 600 / 2000 [ 30%] (Sampling) | |
| Iteration: 800 / 2000 [ 40%] (Sampling) | |
| Iteration: 1000 / 2000 [ 50%] (Sampling) | |
| Iteration: 1200 / 2000 [ 60%] (Sampling) | |
| Iteration: 1400 / 2000 [ 70%] (Sampling) | |
| Iteration: 1600 / 2000 [ 80%] (Sampling) | |
| Iteration: 1800 / 2000 [ 90%] (Sampling) | |
| Iteration: 2000 / 2000 [100%] (Sampling) | |
| Elapsed Time: 0 seconds (Warm-up) | |
| 3.71112 seconds (Sampling) | |
| 3.71112 seconds (Total) | |
| Gradient evaluation took 8.7e-05 seconds | |
| 1000 transitions using 10 leapfrog steps per transition would take 0.87 seconds. | |
| Adjust your expectations accordingly! | |
| Iteration: 1 / 2000 [ 0%] (Sampling) | |
| Iteration: 200 / 2000 [ 10%] (Sampling) | |
| Iteration: 400 / 2000 [ 20%] (Sampling) | |
| Iteration: 600 / 2000 [ 30%] (Sampling) | |
| Iteration: 800 / 2000 [ 40%] (Sampling) | |
| Iteration: 1000 / 2000 [ 50%] (Sampling) | |
| Iteration: 1200 / 2000 [ 60%] (Sampling) | |
| Iteration: 1400 / 2000 [ 70%] (Sampling) | |
| Iteration: 1600 / 2000 [ 80%] (Sampling) | |
| Iteration: 1800 / 2000 [ 90%] (Sampling) | |
| Iteration: 2000 / 2000 [100%] (Sampling) | |
| Elapsed Time: 1e-06 seconds (Warm-up) | |
| 3.72003 seconds (Sampling) | |
| 3.72004 seconds (Total) | |
| Gradient evaluation took 8.9e-05 seconds | |
| 1000 transitions using 10 leapfrog steps per transition would take 0.89 seconds. | |
| Adjust your expectations accordingly! | |
| Iteration: 1 / 2000 [ 0%] (Sampling) | |
| Iteration: 200 / 2000 [ 10%] (Sampling) | |
| Iteration: 400 / 2000 [ 20%] (Sampling) | |
| Iteration: 600 / 2000 [ 30%] (Sampling) | |
| Iteration: 800 / 2000 [ 40%] (Sampling) | |
| Iteration: 1000 / 2000 [ 50%] (Sampling) | |
| Iteration: 1200 / 2000 [ 60%] (Sampling) | |
| Iteration: 1400 / 2000 [ 70%] (Sampling) | |
| Iteration: 1600 / 2000 [ 80%] (Sampling) | |
| Iteration: 1800 / 2000 [ 90%] (Sampling) | |
| Iteration: 2000 / 2000 [100%] (Sampling) | |
| Elapsed Time: 0 seconds (Warm-up) | |
| 3.70556 seconds (Sampling) | |
| 3.70556 seconds (Total) | |
| Benchmark results | |
| Running time: 3.9013888163333337 +/- 0.014761526655890384 (3 runs) | |
| Forward time: 0.000705445 | |
| Gradient time: 0.001146834 |
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