Santa Fe Laser [15] | |||||||
Test type | Best error | Mean error | Mean error bias | Worst error | Cost | Cost per thread | Mean (best validation error epoch) |
A | 0.0122094 | 0.0369875 | 5.63% | 0.0647200 | 200,075 | 40,015 | 1619 |
B | 0.0151571 | 0.0430133 | −17.93% | 0.0624001 | 195,075 | 39,015 | 1742 |
C | 0.0138906 | 0.0323462 | 11.01% | 0.0553674 | 500,150 | 50,015 | 1715 |
D | 0.0186784 | 0.0606052 | 38.98% | 0.1560946 | 200,075 | 40,015 | 1509 |
E | 0.0203611 | 0.0656812 | 54.02% | 0.2174987 | 200,075 | 40,015 | 1269 |
Sequential [9] | 0.0571243 | 0.0695330 | −65.25% | 0.0721420 | 269,421 | - | - |
Concurrent [9] | 0.0634781 | 0.0768557 | −68.66% | 0.0793412 | 121,200 | - | - |
MCNE [8] [9] | 0.1471420 | 0.1949820 | −33.44% | 0.2188464 | 100,000 | - | - |
Lorenz [13] | |||||||
Test type | Best error | Mean error | Mean error bias | Worst error | Cost | Cost per thread | Mean validation error epoch |
A | 0.0027403 | 0.0052443 | 24.78% | 0.0093983 | 200,075 | 40,015 | 1897 |
B | 0.0022897 | 0.0096347 | 33.82% | 0.0244856 | 195,075 | 39,015 | 1813 |
C | 0.0019629 | 0.0038730 | 28.18% | 0.0072823 | 500,150 | 50,015 | 1949 |
D | 0.0022847 | 0.0144763 | 32.90% | 0.0386242 | 200,075 | 40,015 | 1767 |
E | 0.0037872 | 0.0146563 | 62.75% | 0.0621459 | 200,075 | 40,015 | 1809 |
Sequential [9] | 0.0713540 | 0.0731450 | 48.59% | 0.0783210 | 260,668 | - | - |
Concurrent [9] | 0.3214887 | 0.3445700 | 22.62% | 0.3811421 | 121,200 | - | - |
MCNE [8] [9] | 0.0747062 | 0.0753210 | 73.42% | 0.0793321 | 100,000 | - | - |
Mackey Glass [14] | |||||||
Test type | Best error | Mean error | Mean error bias | Worst error | Cost | Cost per thread | Mean validation error epoch |
A | 0.0027723 | 0.0037160 | 45.77% | 0.0062529 | 200,075 | 40,015 | 1880 |
B | 0.0027492 | 0.0037760 | 14.47% | 0.0051503 | 195,075 | 39,015 | 1864 |
C | 0.0023960 | 0.0033838 | 11.41% | 0.0046261 | 500,150 | 50,015 | 1966 |
D | 0.0010170 | 0.0040382 | 6.24% | 0.0074617 | 200,075 | 40,015 | 1814 |
E | 0.0020943 | 0.0043915 | 36.02% | 0.0092757 | 200,075 | 40,015 | 1873 |
Sequential [9] | 0.0019264 | 0.0045463 | −37.10% | 0.0057482 | 271,031 | - | - |
Concurrent [9] | 0.0032004 | 0.0059527 | −56.75% | 0.0067121 | 121,200 | - | - |
MCNE [8] [9] | 0.0123215 | 0.0252556 | −16.57% | 0.0345122 | 100,000 | - | - |