CodeUniverse · package
StochKit2
initial propensity screening across mass-action reaction channels
AD speed-up on the same differentiation workload (against finite differences) Speed-up: 143.0×
High-dimensional demo
initial propensity screening across mass-action reaction channels
Supplied demo scenario wording.
FD components requested 1 – 64 · AD components 64
View demo measurements
| Measure | Value |
|---|---|
| AD median (s) | 0.009359124931506813 |
| FD median (s) | 1.3386177079519257 |
| FD / AD | 143.02808411559576 |
| Max scaled error | 2.3663293546860587e-12 |
| AD components | 64 |
| FD components requested | 64 |
| AD parameters | 64 |
| Repeats | 5 |
| FD components requested | AD median (s) | FD median (s) | FD / AD | Max scaled error | AD components |
|---|---|---|---|---|---|
| 1 | 64 | 0.008751624962314963 | 0.02215745800640434 | 2.5318107325000465 | 3.6415315207705135e-13 |
| 2 | 64 | 0.010783249977976084 | 0.04047825001180172 | 3.753807998003874 | 3.6415315207705135e-13 |
| 4 | 64 | 0.009268000023439527 | 0.06925666693132371 | 7.472665813138537 | 1.2385092951205934e-12 |
| 8 | 64 | 0.010095458943396807 | 0.13526395801454782 | 13.398495182135397 | 1.4335199693960021e-12 |
| 16 | 64 | 0.008803416974842548 | 0.27978274994529784 | 31.781153925212298 | 2.3663293546860587e-12 |
| 32 | 64 | 0.009051542030647397 | 0.6243311669677496 | 68.97511659934206 | 2.3663293546860587e-12 |
| 64 | 64 | 0.009359124931506813 | 1.3386177079519257 | 143.02808411559576 | 2.3663293546860587e-12 |