Sunspot [12] | |||||||
Test type | Best error | Mean error | Mean error bias | Worst error | Cost | Cost per thread | Mean validation error epoch |
A | 0.0077448 | 0.0100750 | 13.07% | 0.0131057 | 200,075 | 40,015 | 1909 |
B | 0.0083803 | 0.0109812 | 13.68% | 0.0144062 | 195,075 | 39,015 | 1817 |
C | 0.0063976 | 0.0077735 | 30.12% | 0.0103354 | 500,150 | 50,015 | 1877 |
D | 0.0078447 | 0.0128080 | 27.05% | 0.0214516 | 200,075 | 40,015 | 1578 |
E | 0.0077889 | 0.0134720 | 38.76% | 0.0263481 | 200,075 | 40,015 | 1485 |
Sequential [9] | 0.0107341 | 0.0127696 | 53.78% | 0.0195412 | 205,039 | - | - |
Concurrent [9] | 0.0146470 | 0.0193530 | 10.14% | 0.0251210 | 121,200 | - | - |
MCNE [8] [9] | 0.0246412 | 0.0478444 | -9.27% | 0.0671124 | 100,000 | - | - |
TWI Exchange [11] | |||||||
Test type | Best error | Mean error | Mean error bias | Worst error | Cost | Cost per thread | Mean validation error epoch |
A | 0.0118479 | 0.0127522 | 48.92% | 0.0153886 | 200,075 | 40,015 | 1658 |
B | 0.0120645 | 0.0130102 | 42.49% | 0.0153533 | 195,075 | 39,015 | 1576 |
C | 0.0115597 | 0.0123720 | 46.37% | 0.0145887 | 500,150 | 50,015 | 1701 |
D | 0.0121878 | 0.0134124 | 53.20% | 0.0174216 | 200,075 | 40,015 | 1465 |
E | 0.0113766 | 0.0133122 | 40.42% | 0.0178735 | 200,075 | 40,015 | 1604 |
Sequential [9] | 0.0354120 | 0.0394227 | −38.23% | 0.0412148 | 272,318 | - | - |
Concurrent [9] | 0.0363142 | 0.0397674 | 0.59% | 0.0432614 | 121,200 | - | - |
MCNE [8] [9] | 0.0745214 | 0.0852743 | −28.59% | 0.0912457 | 100,000 | - | - |